id	sid	tid	token	lemma	pos
epaa-7254	1	1	student	student	NOUN
epaa-7254	1	2	learning	learning	NOUN
epaa-7254	1	3	and	and	CCONJ
epaa-7254	1	4	teacher	teacher	NOUN
epaa-7254	1	5	retention	retention	NOUN
epaa-7254	1	6	for	for	ADP
epaa-7254	1	7	graduates	graduate	NOUN
epaa-7254	1	8	of	of	ADP
epaa-7254	1	9	texas	texas	PROPN
epaa-7254	1	10	noyce	noyce	PROPN
epaa-7254	1	11	programs	programs	PROPN
epaa-7254	1	12	journal	journal	PROPN
epaa-7254	1	13	website	website	PROPN
epaa-7254	1	14	:	:	PUNCT
epaa-7254	1	15	http://epaa.asu.edu/ojs/	http://epaa.asu.edu/ojs/	PROPN
epaa-7254	1	16	manuscript	manuscript	NOUN
epaa-7254	1	17	received	receive	VERB
epaa-7254	1	18	:	:	PUNCT
epaa-7254	1	19	21/10/2021	21/10/2021	NUM
epaa-7254	1	20	facebook	facebook	NOUN
epaa-7254	1	21	:	:	PUNCT
epaa-7254	1	22	/epaaa	/epaaa	NOUN
epaa-7254	1	23	revisions	revision	NOUN
epaa-7254	1	24	received	receive	VERB
epaa-7254	1	25	:	:	PUNCT
epaa-7254	1	26	2/2/2022	2/2/2022	NUM
epaa-7254	1	27	twitter	twitter	NOUN
epaa-7254	1	28	:	:	PUNCT
epaa-7254	1	29	@epaa_aape	@epaa_aape	NOUN
epaa-7254	1	30	accepted	accept	VERB
epaa-7254	1	31	:	:	PUNCT
epaa-7254	1	32	3/14/2022	3/14/2022	NUM
epaa-7254	1	33	education	education	NOUN
epaa-7254	1	34	policy	policy	NOUN
epaa-7254	1	35	analysis	analysis	NOUN
epaa-7254	1	36	archives	archive	NOUN
epaa-7254	1	37	a	a	DET
epaa-7254	1	38	peer	peer	NOUN
epaa-7254	1	39	-	-	PUNCT
epaa-7254	1	40	reviewed	review	VERB
epaa-7254	1	41	,	,	PUNCT
epaa-7254	1	42	independent	independent	ADJ
epaa-7254	1	43	,	,	PUNCT
epaa-7254	1	44	open	open	ADJ
epaa-7254	1	45	access	access	NOUN
epaa-7254	1	46	,	,	PUNCT
epaa-7254	1	47	multilingual	multilingual	ADJ
epaa-7254	1	48	journal	journal	NOUN
epaa-7254	1	49	arizona	arizona	PROPN
epaa-7254	1	50	state	state	PROPN
epaa-7254	1	51	university	university	PROPN
epaa-7254	1	52	volume	volume	NOUN
epaa-7254	1	53	30	30	NUM
epaa-7254	1	54	number	number	NOUN
epaa-7254	1	55	147	147	NUM
epaa-7254	1	56	october	october	PROPN
epaa-7254	1	57	4	4	NUM
epaa-7254	1	58	,	,	PUNCT
epaa-7254	1	59	2022	2022	NUM
epaa-7254	1	60	issn	issn	PROPN
epaa-7254	1	61	1068	1068	NUM
epaa-7254	1	62	-	-	SYM
epaa-7254	1	63	2341	2341	NUM
epaa-7254	1	64	student	student	NOUN
epaa-7254	1	65	learning	learning	NOUN
epaa-7254	1	66	and	and	CCONJ
epaa-7254	1	67	teacher	teacher	NOUN
epaa-7254	1	68	retention	retention	NOUN
epaa-7254	1	69	for	for	ADP
epaa-7254	1	70	graduates	graduate	NOUN
epaa-7254	1	71	of	of	ADP
epaa-7254	1	72	texas	texas	PROPN
epaa-7254	1	73	noyce	noyce	PROPN
epaa-7254	1	74	programs1	programs1	PROPN
epaa-7254	1	75	michael	michael	PROPN
epaa-7254	1	76	marder	marder	PROPN
epaa-7254	2	1	the	the	DET
epaa-7254	2	2	university	university	PROPN
epaa-7254	2	3	of	of	ADP
epaa-7254	2	4	texas	texas	PROPN
epaa-7254	2	5	at	at	ADP
epaa-7254	2	6	austin	austin	PROPN
epaa-7254	2	7	catherine	catherine	PROPN
epaa-7254	2	8	horn	horn	PROPN
epaa-7254	2	9	university	university	PROPN
epaa-7254	2	10	of	of	ADP
epaa-7254	2	11	houston	houston	PROPN
epaa-7254	2	12	sarah	sarah	PROPN
epaa-7254	2	13	stephens	stephens	PROPN
epaa-7254	2	14	university	university	PROPN
epaa-7254	2	15	of	of	ADP
epaa-7254	2	16	wisconsin	wisconsin	PROPN
epaa-7254	2	17	-	-	PUNCT
epaa-7254	2	18	milwaukee	milwaukee	PROPN
epaa-7254	2	19	&	&	CCONJ
epaa-7254	2	20	annelies	annelies	PROPN
epaa-7254	2	21	rhodes	rhode	VERB
epaa-7254	2	22	the	the	DET
epaa-7254	2	23	university	university	PROPN
epaa-7254	2	24	of	of	ADP
epaa-7254	2	25	texas	texas	PROPN
epaa-7254	2	26	at	at	ADP
epaa-7254	2	27	austin	austin	PROPN
epaa-7254	2	28	united	united	PROPN
epaa-7254	2	29	states	states	PROPN
epaa-7254	2	30	citation	citation	PROPN
epaa-7254	2	31	:	:	PUNCT
epaa-7254	2	32	marder	marder	NOUN
epaa-7254	2	33	,	,	PUNCT
epaa-7254	2	34	m.	m.	NOUN
epaa-7254	2	35	,	,	PUNCT
epaa-7254	2	36	horn	horn	NOUN
epaa-7254	2	37	,	,	PUNCT
epaa-7254	2	38	c.	c.	PROPN
epaa-7254	2	39	,	,	PUNCT
epaa-7254	2	40	stephens	stephens	PROPN
epaa-7254	2	41	,	,	PUNCT
epaa-7254	2	42	s.	s.	PROPN
epaa-7254	2	43	,	,	PUNCT
epaa-7254	2	44	&	&	CCONJ
epaa-7254	2	45	rhodes	rhodes	PROPN
epaa-7254	2	46	,	,	PUNCT
epaa-7254	2	47	a.	a.	NOUN
epaa-7254	2	48	(	(	PUNCT
epaa-7254	2	49	2022	2022	NUM
epaa-7254	2	50	)	)	PUNCT
epaa-7254	2	51	.	.	PUNCT
epaa-7254	3	1	student	student	NOUN
epaa-7254	3	2	learning	learning	NOUN
epaa-7254	3	3	and	and	CCONJ
epaa-7254	3	4	teacher	teacher	NOUN
epaa-7254	3	5	retention	retention	NOUN
epaa-7254	3	6	for	for	ADP
epaa-7254	3	7	graduates	graduate	NOUN
epaa-7254	3	8	of	of	ADP
epaa-7254	3	9	texas	texas	PROPN
epaa-7254	3	10	noyce	noyce	PROPN
epaa-7254	3	11	programs	programs	PROPN
epaa-7254	3	12	.	.	PUNCT
epaa-7254	4	1	education	education	NOUN
epaa-7254	4	2	policy	policy	NOUN
epaa-7254	4	3	analysis	analysis	NOUN
epaa-7254	4	4	archives	archive	NOUN
epaa-7254	4	5	,	,	PUNCT
epaa-7254	4	6	30(147	30(147	NOUN
epaa-7254	4	7	)	)	PUNCT
epaa-7254	4	8	.	.	PUNCT
epaa-7254	5	1	https://doi.org/10.14507/epaa.30.7254	https://doi.org/10.14507/epaa.30.7254	NOUN
epaa-7254	5	2	abstract	abstract	ADV
epaa-7254	5	3	:	:	PUNCT
epaa-7254	5	4	the	the	DET
epaa-7254	5	5	shortage	shortage	NOUN
epaa-7254	5	6	of	of	ADP
epaa-7254	5	7	secondary	secondary	ADJ
epaa-7254	5	8	stem	stem	NOUN
epaa-7254	5	9	teachers	teacher	NOUN
epaa-7254	5	10	has	have	AUX
epaa-7254	5	11	led	lead	VERB
epaa-7254	5	12	to	to	ADP
epaa-7254	5	13	periodic	periodic	ADJ
epaa-7254	5	14	calls	call	NOUN
epaa-7254	5	15	over	over	ADP
epaa-7254	5	16	the	the	DET
epaa-7254	5	17	past	past	ADJ
epaa-7254	5	18	four	four	NUM
epaa-7254	5	19	decades	decade	NOUN
epaa-7254	5	20	for	for	ADP
epaa-7254	5	21	federal	federal	ADJ
epaa-7254	5	22	intervention	intervention	NOUN
epaa-7254	5	23	.	.	PUNCT
epaa-7254	6	1	for	for	ADP
epaa-7254	6	2	more	more	ADJ
epaa-7254	6	3	than	than	ADP
epaa-7254	6	4	15	15	NUM
epaa-7254	6	5	years	year	NOUN
epaa-7254	6	6	,	,	PUNCT
epaa-7254	6	7	the	the	DET
epaa-7254	6	8	national	national	PROPN
epaa-7254	6	9	science	science	PROPN
epaa-7254	6	10	foundation	foundation	PROPN
epaa-7254	6	11	1	1	NUM
epaa-7254	6	12	this	this	DET
epaa-7254	6	13	work	work	NOUN
epaa-7254	6	14	was	be	AUX
epaa-7254	6	15	partially	partially	ADV
epaa-7254	6	16	supported	support	VERB
epaa-7254	6	17	by	by	ADP
epaa-7254	6	18	the	the	DET
epaa-7254	6	19	national	national	PROPN
epaa-7254	6	20	science	science	PROPN
epaa-7254	6	21	foundation	foundation	PROPN
epaa-7254	6	22	through	through	ADP
epaa-7254	6	23	a	a	DET
epaa-7254	6	24	grant	grant	NOUN
epaa-7254	6	25	for	for	ADP
epaa-7254	6	26	collaborative	collaborative	ADJ
epaa-7254	6	27	research	research	NOUN
epaa-7254	6	28	:	:	PUNCT
epaa-7254	6	29	understanding	understand	VERB
epaa-7254	6	30	robert	robert	PROPN
epaa-7254	6	31	noyce	noyce	PROPN
epaa-7254	6	32	teacher	teacher	PROPN
epaa-7254	6	33	scholarship	scholarship	VERB
epaa-7254	6	34	outcomes	outcome	NOUN
epaa-7254	6	35	in	in	ADP
epaa-7254	6	36	texas	texas	PROPN
epaa-7254	6	37	,	,	PUNCT
epaa-7254	6	38	award	award	NOUN
epaa-7254	6	39	numbers	number	NOUN
epaa-7254	6	40	due1557273	due1557273	ADJ
epaa-7254	6	41	,	,	PUNCT
epaa-7254	6	42	1557410	1557410	NUM
epaa-7254	6	43	,	,	PUNCT
epaa-7254	6	44	1557295	1557295	NUM
epaa-7254	6	45	,	,	PUNCT
epaa-7254	6	46	1557294	1557294	NUM
epaa-7254	6	47	,	,	PUNCT
epaa-7254	6	48	1557276	1557276	NUM
epaa-7254	6	49	,	,	PUNCT
epaa-7254	6	50	1557278	1557278	NUM
epaa-7254	6	51	,	,	PUNCT
epaa-7254	6	52	1557286	1557286	NUM
epaa-7254	6	53	1557290	1557290	NUM
epaa-7254	6	54	.	.	PUNCT
epaa-7254	7	1	any	any	DET
epaa-7254	7	2	opinions	opinion	NOUN
epaa-7254	7	3	,	,	PUNCT
epaa-7254	7	4	findings	finding	NOUN
epaa-7254	7	5	,	,	PUNCT
epaa-7254	7	6	and	and	CCONJ
epaa-7254	7	7	conclusions	conclusion	NOUN
epaa-7254	7	8	or	or	CCONJ
epaa-7254	7	9	recommendations	recommendation	NOUN
epaa-7254	7	10	expressed	express	VERB
epaa-7254	7	11	in	in	ADP
epaa-7254	7	12	this	this	DET
epaa-7254	7	13	material	material	NOUN
epaa-7254	7	14	are	be	AUX
epaa-7254	7	15	those	those	PRON
epaa-7254	7	16	of	of	ADP
epaa-7254	7	17	the	the	DET
epaa-7254	7	18	authors	author	NOUN
epaa-7254	7	19	and	and	CCONJ
epaa-7254	7	20	do	do	AUX
epaa-7254	7	21	not	not	PART
epaa-7254	7	22	necessarily	necessarily	ADV
epaa-7254	7	23	reflect	reflect	VERB
epaa-7254	7	24	the	the	DET
epaa-7254	7	25	views	view	NOUN
epaa-7254	7	26	of	of	ADP
epaa-7254	7	27	the	the	DET
epaa-7254	7	28	national	national	PROPN
epaa-7254	7	29	science	science	PROPN
epaa-7254	7	30	foundation	foundation	PROPN
epaa-7254	7	31	.	.	PUNCT
epaa-7254	8	1	http://epaa.asu.edu/ojs/	http://epaa.asu.edu/ojs/	PROPN
epaa-7254	8	2	https://doi.org/10.14507/epaa.30.7254	https://doi.org/10.14507/epaa.30.7254	NOUN
epaa-7254	8	3	education	education	NOUN
epaa-7254	8	4	policy	policy	NOUN
epaa-7254	8	5	analysis	analysis	NOUN
epaa-7254	8	6	archives	archive	NOUN
epaa-7254	8	7	vol	vol	NOUN
epaa-7254	8	8	.	.	PROPN
epaa-7254	9	1	30	30	NUM
epaa-7254	9	2	no	no	NOUN
epaa-7254	9	3	.	.	NOUN
epaa-7254	10	1	147	147	NUM
epaa-7254	10	2	2	2	NUM
epaa-7254	10	3	robert	robert	PROPN
epaa-7254	10	4	noyce	noyce	PROPN
epaa-7254	10	5	teacher	teacher	PROPN
epaa-7254	10	6	scholarship	scholarship	NOUN
epaa-7254	10	7	program	program	NOUN
epaa-7254	10	8	has	have	AUX
epaa-7254	10	9	constituted	constitute	VERB
epaa-7254	10	10	the	the	DET
epaa-7254	10	11	most	most	ADV
epaa-7254	10	12	important	important	ADJ
epaa-7254	10	13	response	response	NOUN
epaa-7254	10	14	at	at	ADP
epaa-7254	10	15	the	the	DET
epaa-7254	10	16	national	national	ADJ
epaa-7254	10	17	level	level	NOUN
epaa-7254	10	18	to	to	ADP
epaa-7254	10	19	these	these	DET
epaa-7254	10	20	calls	call	NOUN
epaa-7254	10	21	.	.	PUNCT
epaa-7254	11	1	the	the	DET
epaa-7254	11	2	main	main	ADJ
epaa-7254	11	3	activity	activity	NOUN
epaa-7254	11	4	is	be	AUX
epaa-7254	11	5	direct	direct	ADJ
epaa-7254	11	6	support	support	NOUN
epaa-7254	11	7	to	to	PART
epaa-7254	11	8	undergraduate	undergraduate	VERB
epaa-7254	11	9	students	student	NOUN
epaa-7254	11	10	and	and	CCONJ
epaa-7254	11	11	degree	degree	NOUN
epaa-7254	11	12	holders	holder	NOUN
epaa-7254	11	13	to	to	PART
epaa-7254	11	14	become	become	VERB
epaa-7254	11	15	k-12	k-12	PROPN
epaa-7254	11	16	stem	stem	NOUN
epaa-7254	11	17	teachers	teacher	NOUN
epaa-7254	11	18	.	.	PUNCT
epaa-7254	12	1	here	here	ADV
epaa-7254	12	2	we	we	PRON
epaa-7254	12	3	examine	examine	VERB
epaa-7254	12	4	the	the	DET
epaa-7254	12	5	noyce	noyce	PROPN
epaa-7254	12	6	program	program	NOUN
epaa-7254	12	7	by	by	ADP
epaa-7254	12	8	looking	look	VERB
epaa-7254	12	9	beyond	beyond	ADP
epaa-7254	12	10	the	the	DET
epaa-7254	12	11	qualities	quality	NOUN
epaa-7254	12	12	of	of	ADP
epaa-7254	12	13	particular	particular	ADJ
epaa-7254	12	14	university	university	NOUN
epaa-7254	12	15	programs	program	NOUN
epaa-7254	12	16	and	and	CCONJ
epaa-7254	12	17	measuring	measure	VERB
epaa-7254	12	18	long	long	ADJ
epaa-7254	12	19	-	-	PUNCT
epaa-7254	12	20	term	term	NOUN
epaa-7254	12	21	outcomes	outcome	NOUN
epaa-7254	12	22	on	on	ADP
epaa-7254	12	23	a	a	DET
epaa-7254	12	24	statewide	statewide	ADJ
epaa-7254	12	25	level	level	NOUN
epaa-7254	12	26	.	.	PUNCT
epaa-7254	13	1	we	we	PRON
epaa-7254	13	2	accomplished	accomplish	VERB
epaa-7254	13	3	this	this	PRON
epaa-7254	13	4	through	through	ADP
epaa-7254	13	5	a	a	DET
epaa-7254	13	6	collaboration	collaboration	NOUN
epaa-7254	13	7	of	of	ADP
epaa-7254	13	8	eight	eight	NUM
epaa-7254	13	9	texas	texas	PROPN
epaa-7254	13	10	universities	university	NOUN
epaa-7254	13	11	that	that	PRON
epaa-7254	13	12	pooled	pool	VERB
epaa-7254	13	13	data	datum	NOUN
epaa-7254	13	14	on	on	ADP
epaa-7254	13	15	noyce	noyce	PROPN
epaa-7254	13	16	scholars	scholar	NOUN
epaa-7254	13	17	supported	support	VERB
epaa-7254	13	18	as	as	ADV
epaa-7254	13	19	far	far	ADV
epaa-7254	13	20	back	back	ADV
epaa-7254	13	21	as	as	ADP
epaa-7254	13	22	2003	2003	NUM
epaa-7254	13	23	.	.	PUNCT
epaa-7254	14	1	making	make	VERB
epaa-7254	14	2	use	use	NOUN
epaa-7254	14	3	of	of	ADP
epaa-7254	14	4	a	a	DET
epaa-7254	14	5	state	state	NOUN
epaa-7254	14	6	longitudinal	longitudinal	ADJ
epaa-7254	14	7	dataset	dataset	NOUN
epaa-7254	14	8	,	,	PUNCT
epaa-7254	14	9	we	we	PRON
epaa-7254	14	10	examined	examine	VERB
epaa-7254	14	11	whether	whether	SCONJ
epaa-7254	14	12	recipients	recipient	NOUN
epaa-7254	14	13	of	of	ADP
epaa-7254	14	14	noyce	noyce	PROPN
epaa-7254	14	15	scholarships	scholarship	NOUN
epaa-7254	14	16	are	be	AUX
epaa-7254	14	17	more	more	ADV
epaa-7254	14	18	likely	likely	ADJ
epaa-7254	14	19	than	than	SCONJ
epaa-7254	14	20	other	other	ADJ
epaa-7254	14	21	math	math	NOUN
epaa-7254	14	22	and	and	CCONJ
epaa-7254	14	23	science	science	NOUN
epaa-7254	14	24	teachers	teacher	NOUN
epaa-7254	14	25	to	to	PART
epaa-7254	14	26	remain	remain	VERB
epaa-7254	14	27	in	in	ADP
epaa-7254	14	28	teaching	teaching	NOUN
epaa-7254	14	29	,	,	PUNCT
epaa-7254	14	30	determined	determine	VERB
epaa-7254	14	31	where	where	SCONJ
epaa-7254	14	32	noyce	noyce	PROPN
epaa-7254	14	33	scholars	scholar	NOUN
epaa-7254	14	34	taught	teach	VERB
epaa-7254	14	35	,	,	PUNCT
epaa-7254	14	36	and	and	CCONJ
epaa-7254	14	37	estimated	estimate	VERB
epaa-7254	14	38	student	student	NOUN
epaa-7254	14	39	learning	learning	NOUN
epaa-7254	14	40	in	in	ADP
epaa-7254	14	41	classes	class	NOUN
epaa-7254	14	42	taught	teach	VERB
epaa-7254	14	43	by	by	ADP
epaa-7254	14	44	noyce	noyce	PROPN
epaa-7254	14	45	scholars	scholars	PROPN
epaa-7254	14	46	.	.	PUNCT
epaa-7254	15	1	noyce	noyce	PROPN
epaa-7254	15	2	scholars	scholar	NOUN
epaa-7254	15	3	are	be	AUX
epaa-7254	15	4	more	more	ADV
epaa-7254	15	5	likely	likely	ADJ
epaa-7254	15	6	than	than	ADP
epaa-7254	15	7	other	other	ADJ
epaa-7254	15	8	stem	stem	NOUN
epaa-7254	15	9	teachers	teacher	NOUN
epaa-7254	15	10	from	from	ADP
epaa-7254	15	11	the	the	DET
epaa-7254	15	12	same	same	ADJ
epaa-7254	15	13	universities	university	NOUN
epaa-7254	15	14	to	to	PART
epaa-7254	15	15	teach	teach	VERB
epaa-7254	15	16	marginalized	marginalize	VERB
epaa-7254	15	17	students	student	NOUN
epaa-7254	15	18	,	,	PUNCT
epaa-7254	15	19	and	and	CCONJ
epaa-7254	15	20	students	student	NOUN
epaa-7254	15	21	of	of	ADP
epaa-7254	15	22	noyce	noyce	PROPN
epaa-7254	15	23	scholars	scholars	PROPN
epaa-7254	15	24	obtained	obtain	VERB
epaa-7254	15	25	higher	high	ADJ
epaa-7254	15	26	value	value	NOUN
epaa-7254	15	27	-	-	PUNCT
epaa-7254	15	28	added	add	VERB
epaa-7254	15	29	scores	score	NOUN
epaa-7254	15	30	in	in	ADP
epaa-7254	15	31	mathematics	mathematic	NOUN
epaa-7254	15	32	than	than	ADP
epaa-7254	15	33	students	student	NOUN
epaa-7254	15	34	of	of	ADP
epaa-7254	15	35	other	other	ADJ
epaa-7254	15	36	teachers	teacher	NOUN
epaa-7254	15	37	at	at	ADP
epaa-7254	15	38	the	the	DET
epaa-7254	15	39	same	same	ADJ
epaa-7254	15	40	schools	school	NOUN
epaa-7254	15	41	.	.	PUNCT
epaa-7254	16	1	these	these	PRON
epaa-7254	16	2	are	be	AUX
epaa-7254	16	3	some	some	PRON
epaa-7254	16	4	of	of	ADP
epaa-7254	16	5	the	the	DET
epaa-7254	16	6	most	most	ADV
epaa-7254	16	7	important	important	ADJ
epaa-7254	16	8	intended	intended	ADJ
epaa-7254	16	9	outcomes	outcome	NOUN
epaa-7254	16	10	.	.	PUNCT
epaa-7254	17	1	however	however	ADV
epaa-7254	17	2	,	,	PUNCT
epaa-7254	17	3	noyce	noyce	PROPN
epaa-7254	17	4	scholars	scholar	NOUN
epaa-7254	17	5	did	do	AUX
epaa-7254	17	6	not	not	PART
epaa-7254	17	7	stay	stay	VERB
epaa-7254	17	8	in	in	ADP
epaa-7254	17	9	teaching	teaching	NOUN
epaa-7254	17	10	as	as	ADV
epaa-7254	17	11	long	long	ADV
epaa-7254	17	12	as	as	ADP
epaa-7254	17	13	other	other	ADJ
epaa-7254	17	14	stem	stem	NOUN
epaa-7254	17	15	teachers	teacher	NOUN
epaa-7254	17	16	from	from	ADP
epaa-7254	17	17	their	their	PRON
epaa-7254	17	18	universities	university	NOUN
epaa-7254	17	19	,	,	PUNCT
epaa-7254	17	20	and	and	CCONJ
epaa-7254	17	21	they	they	PRON
epaa-7254	17	22	were	be	AUX
epaa-7254	17	23	more	more	ADV
epaa-7254	17	24	likely	likely	ADJ
epaa-7254	17	25	to	to	PART
epaa-7254	17	26	switch	switch	VERB
epaa-7254	17	27	away	away	ADV
epaa-7254	17	28	from	from	ADP
epaa-7254	17	29	schools	school	NOUN
epaa-7254	17	30	with	with	ADP
epaa-7254	17	31	low	low	ADJ
epaa-7254	17	32	-	-	PUNCT
epaa-7254	17	33	income	income	NOUN
epaa-7254	17	34	students	student	NOUN
epaa-7254	17	35	.	.	PUNCT
epaa-7254	18	1	the	the	DET
epaa-7254	18	2	noyce	noyce	PROPN
epaa-7254	18	3	program	program	PROPN
epaa-7254	18	4	currently	currently	ADV
epaa-7254	18	5	operates	operate	VERB
epaa-7254	18	6	far	far	ADV
epaa-7254	18	7	below	below	ADP
epaa-7254	18	8	the	the	DET
epaa-7254	18	9	scale	scale	NOUN
epaa-7254	18	10	needed	need	VERB
epaa-7254	18	11	to	to	PART
epaa-7254	18	12	start	start	VERB
epaa-7254	18	13	reducing	reduce	VERB
epaa-7254	18	14	national	national	ADJ
epaa-7254	18	15	stem	stem	NOUN
epaa-7254	18	16	teacher	teacher	NOUN
epaa-7254	18	17	shortages	shortage	NOUN
epaa-7254	18	18	.	.	PUNCT
epaa-7254	19	1	we	we	PRON
epaa-7254	19	2	conclude	conclude	VERB
epaa-7254	19	3	with	with	ADP
epaa-7254	19	4	prospects	prospect	NOUN
epaa-7254	19	5	for	for	ADP
epaa-7254	19	6	expansion	expansion	NOUN
epaa-7254	19	7	and	and	CCONJ
epaa-7254	19	8	modification	modification	NOUN
epaa-7254	19	9	of	of	ADP
epaa-7254	19	10	the	the	DET
epaa-7254	19	11	noyce	noyce	PROPN
epaa-7254	19	12	program	program	PROPN
epaa-7254	19	13	.	.	PUNCT
epaa-7254	20	1	keywords	keyword	NOUN
epaa-7254	20	2	:	:	PUNCT
epaa-7254	20	3	teacher	teacher	NOUN
epaa-7254	20	4	preparation	preparation	NOUN
epaa-7254	20	5	;	;	PUNCT
epaa-7254	20	6	noyce	noyce	PROPN
epaa-7254	20	7	scholarships	scholarship	NOUN
epaa-7254	20	8	;	;	PUNCT
epaa-7254	20	9	hierarchical	hierarchical	ADJ
epaa-7254	20	10	linear	linear	NOUN
epaa-7254	20	11	models	model	NOUN
epaa-7254	20	12	;	;	PUNCT
epaa-7254	20	13	stem	stem	NOUN
epaa-7254	20	14	education	education	NOUN
epaa-7254	20	15	aprendizaje	aprendizaje	PROPN
epaa-7254	20	16	de	de	PROPN
epaa-7254	20	17	estudiantes	estudiantes	PROPN
epaa-7254	20	18	y	y	PROPN
epaa-7254	20	19	retención	retención	PROPN
epaa-7254	20	20	de	de	PROPN
epaa-7254	20	21	maestros	maestros	PROPN
epaa-7254	20	22	para	para	PROPN
epaa-7254	20	23	graduados	graduado	VERB
epaa-7254	20	24	de	de	X
epaa-7254	20	25	los	los	PROPN
epaa-7254	20	26	programas	programas	PROPN
epaa-7254	20	27	de	de	PROPN
epaa-7254	20	28	texas	texas	PROPN
epaa-7254	20	29	noyce	noyce	PROPN
epaa-7254	20	30	resumen	resumen	PROPN
epaa-7254	20	31	:	:	PUNCT
epaa-7254	20	32	la	la	X
epaa-7254	20	33	escasez	escasez	PROPN
epaa-7254	20	34	de	de	X
epaa-7254	20	35	maestros	maestros	PROPN
epaa-7254	20	36	stem	stem	PROPN
epaa-7254	20	37	de	de	X
epaa-7254	20	38	secundaria	secundaria	PROPN
epaa-7254	20	39	ha	ha	PROPN
epaa-7254	20	40	llevado	llevado	PROPN
epaa-7254	20	41	a	a	DET
epaa-7254	20	42	llamadas	llamadas	PROPN
epaa-7254	20	43	periódicas	periódicas	PROPN
epaa-7254	20	44	durante	durante	PROPN
epaa-7254	20	45	las	las	PROPN
epaa-7254	20	46	últimas	últimas	PROPN
epaa-7254	20	47	cuatro	cuatro	PROPN
epaa-7254	20	48	décadas	década	VERB
epaa-7254	20	49	para	para	PROPN
epaa-7254	20	50	la	la	PROPN
epaa-7254	20	51	intervención	intervención	PROPN
epaa-7254	20	52	federal	federal	PROPN
epaa-7254	20	53	.	.	PUNCT
epaa-7254	21	1	durante	durante	PROPN
epaa-7254	21	2	más	más	PROPN
epaa-7254	21	3	de	de	PROPN
epaa-7254	21	4	15	15	NUM
epaa-7254	21	5	años	años	PROPN
epaa-7254	21	6	,	,	PUNCT
epaa-7254	21	7	el	el	PROPN
epaa-7254	21	8	programa	programa	PROPN
epaa-7254	21	9	de	de	PROPN
epaa-7254	21	10	becas	becas	PROPN
epaa-7254	21	11	para	para	PROPN
epaa-7254	21	12	maestros	maestros	PROPN
epaa-7254	21	13	robert	robert	PROPN
epaa-7254	21	14	noyce	noyce	PROPN
epaa-7254	21	15	de	de	PROPN
epaa-7254	21	16	la	la	X
epaa-7254	21	17	fundación	fundación	PROPN
epaa-7254	21	18	nacional	nacional	PROPN
epaa-7254	21	19	de	de	PROPN
epaa-7254	21	20	ciencias	ciencias	PROPN
epaa-7254	21	21	ha	ha	X
epaa-7254	21	22	constituido	constituido	PROPN
epaa-7254	21	23	la	la	PROPN
epaa-7254	21	24	respuesta	respuesta	PROPN
epaa-7254	21	25	más	más	PROPN
epaa-7254	21	26	importante	importante	PROPN
epaa-7254	21	27	a	a	DET
epaa-7254	21	28	nivel	nivel	PROPN
epaa-7254	21	29	nacional	nacional	ADJ
epaa-7254	21	30	a	a	DET
epaa-7254	21	31	estas	esta	NOUN
epaa-7254	21	32	convocatorias	convocatoria	NOUN
epaa-7254	21	33	.	.	PUNCT
epaa-7254	22	1	la	la	PROPN
epaa-7254	22	2	actividad	actividad	PROPN
epaa-7254	22	3	principal	principal	PROPN
epaa-7254	22	4	es	es	PROPN
epaa-7254	22	5	el	el	PROPN
epaa-7254	22	6	apoyo	apoyo	PROPN
epaa-7254	22	7	directo	directo	PROPN
epaa-7254	22	8	a	a	DET
epaa-7254	22	9	estudiantes	estudiantes	PROPN
epaa-7254	22	10	de	de	ADP
epaa-7254	22	11	pregrado	pregrado	PROPN
epaa-7254	22	12	y	y	PROPN
epaa-7254	22	13	titulados	titulados	PROPN
epaa-7254	22	14	para	para	PROPN
epaa-7254	22	15	que	que	PROPN
epaa-7254	22	16	se	se	PROPN
epaa-7254	22	17	conviertan	conviertan	PROPN
epaa-7254	22	18	en	en	PROPN
epaa-7254	22	19	maestros	maestros	PROPN
epaa-7254	22	20	stem	stem	PROPN
epaa-7254	22	21	k-12	k-12	PROPN
epaa-7254	22	22	.	.	PUNCT
epaa-7254	23	1	aquí	aquí	PROPN
epaa-7254	23	2	examinamos	examinamos	PROPN
epaa-7254	23	3	el	el	PROPN
epaa-7254	23	4	programa	programa	PROPN
epaa-7254	23	5	noyce	noyce	PROPN
epaa-7254	23	6	mirando	mirando	PROPN
epaa-7254	23	7	más	más	PROPN
epaa-7254	23	8	allá	allá	X
epaa-7254	23	9	de	de	X
epaa-7254	23	10	las	las	PROPN
epaa-7254	23	11	cualidades	cualidades	PROPN
epaa-7254	23	12	de	de	AUX
epaa-7254	23	13	los	los	PROPN
epaa-7254	23	14	programas	programas	PROPN
epaa-7254	23	15	universitarios	universitarios	PROPN
epaa-7254	23	16	particulares	particulare	VERB
epaa-7254	23	17	y	y	PROPN
epaa-7254	23	18	midiendo	midiendo	PROPN
epaa-7254	23	19	los	los	PROPN
epaa-7254	23	20	resultados	resultado	VERB
epaa-7254	23	21	a	a	DET
epaa-7254	23	22	largo	largo	PROPN
epaa-7254	23	23	plazo	plazo	NOUN
epaa-7254	23	24	a	a	DET
epaa-7254	23	25	nivel	nivel	NOUN
epaa-7254	23	26	estatal	estatal	NOUN
epaa-7254	23	27	.	.	PUNCT
epaa-7254	24	1	logramos	logramos	PROPN
epaa-7254	24	2	esto	esto	VERB
epaa-7254	24	3	a	a	DET
epaa-7254	24	4	través	través	X
epaa-7254	24	5	de	de	X
epaa-7254	24	6	una	una	PROPN
epaa-7254	24	7	colaboración	colaboración	PROPN
epaa-7254	24	8	de	de	PROPN
epaa-7254	24	9	ocho	ocho	PROPN
epaa-7254	24	10	universidades	universidades	PROPN
epaa-7254	24	11	de	de	PROPN
epaa-7254	24	12	texas	texas	PROPN
epaa-7254	24	13	que	que	PROPN
epaa-7254	24	14	recopilaron	recopilaron	PROPN
epaa-7254	24	15	datos	datos	PROPN
epaa-7254	24	16	sobre	sobre	PROPN
epaa-7254	24	17	los	los	PROPN
epaa-7254	24	18	becarios	becarios	PROPN
epaa-7254	24	19	de	de	PROPN
epaa-7254	24	20	noyce	noyce	PROPN
epaa-7254	24	21	que	que	PROPN
epaa-7254	24	22	recibieron	recibieron	PROPN
epaa-7254	24	23	apoyo	apoyo	PROPN
epaa-7254	24	24	desde	desde	PROPN
epaa-7254	24	25	2003	2003	NUM
epaa-7254	24	26	.	.	PUNCT
epaa-7254	25	1	haciendo	haciendo	PROPN
epaa-7254	25	2	uso	uso	PROPN
epaa-7254	25	3	de	de	PROPN
epaa-7254	25	4	un	un	PROPN
epaa-7254	25	5	conjunto	conjunto	PROPN
epaa-7254	25	6	de	de	PROPN
epaa-7254	25	7	datos	datos	X
epaa-7254	25	8	longitudinales	longitudinales	PROPN
epaa-7254	25	9	estatales	estatale	NOUN
epaa-7254	25	10	,	,	PUNCT
epaa-7254	25	11	examinamos	examinamos	ADJ
epaa-7254	25	12	si	si	X
epaa-7254	25	13	los	los	PROPN
epaa-7254	25	14	beneficiarios	beneficiarios	PROPN
epaa-7254	25	15	de	de	PROPN
epaa-7254	25	16	las	las	PROPN
epaa-7254	25	17	becas	becas	PROPN
epaa-7254	25	18	de	de	PROPN
epaa-7254	25	19	noyce	noyce	PROPN
epaa-7254	25	20	tienen	tienen	PROPN
epaa-7254	25	21	más	más	PROPN
epaa-7254	25	22	probabilidades	probabilidades	PROPN
epaa-7254	25	23	que	que	PROPN
epaa-7254	25	24	otros	otros	PROPN
epaa-7254	25	25	maestros	maestros	PROPN
epaa-7254	25	26	de	de	PROPN
epaa-7254	25	27	matemáticas	matemáticas	PROPN
epaa-7254	25	28	y	y	PROPN
epaa-7254	25	29	ciencias	ciencias	PROPN
epaa-7254	25	30	de	de	PROPN
epaa-7254	25	31	permanecer	permanecer	PROPN
epaa-7254	25	32	en	en	PROPN
epaa-7254	25	33	enseñanza	enseñanza	PROPN
epaa-7254	25	34	,	,	PUNCT
epaa-7254	25	35	determinó	determinó	PROPN
epaa-7254	25	36	dónde	dónde	PROPN
epaa-7254	25	37	enseñaron	enseñaron	PROPN
epaa-7254	25	38	los	los	PROPN
epaa-7254	25	39	becarios	becarios	PROPN
epaa-7254	25	40	de	de	PROPN
epaa-7254	25	41	noyce	noyce	PROPN
epaa-7254	25	42	y	y	PROPN
epaa-7254	25	43	estimó	estimó	PROPN
epaa-7254	25	44	el	el	PROPN
epaa-7254	25	45	aprendizaje	aprendizaje	PROPN
epaa-7254	25	46	de	de	PROPN
epaa-7254	25	47	los	los	PROPN
epaa-7254	25	48	estudiantes	estudiantes	PROPN
epaa-7254	25	49	en	en	PROPN
epaa-7254	25	50	las	las	PROPN
epaa-7254	25	51	clases	clases	PROPN
epaa-7254	25	52	impartidas	impartidas	PROPN
epaa-7254	25	53	por	por	PROPN
epaa-7254	25	54	los	los	PROPN
epaa-7254	25	55	becarios	becarios	PROPN
epaa-7254	25	56	de	de	PROPN
epaa-7254	25	57	noyce	noyce	PROPN
epaa-7254	25	58	.	.	PUNCT
epaa-7254	26	1	los	los	PROPN
epaa-7254	26	2	noyce	noyce	PROPN
epaa-7254	26	3	scholars	scholars	PROPN
epaa-7254	26	4	tienen	tienen	PROPN
epaa-7254	26	5	más	más	PROPN
epaa-7254	26	6	probabilidades	probabilidades	PROPN
epaa-7254	26	7	que	que	PROPN
epaa-7254	26	8	otros	otros	PROPN
epaa-7254	26	9	docentes	docente	NOUN
epaa-7254	26	10	de	de	X
epaa-7254	26	11	stem	stem	PROPN
epaa-7254	26	12	de	de	PROPN
epaa-7254	26	13	las	las	PROPN
epaa-7254	26	14	mismas	mismas	PROPN
epaa-7254	26	15	universidades	universidades	PROPN
epaa-7254	26	16	de	de	X
epaa-7254	26	17	enseñar	enseñar	PROPN
epaa-7254	26	18	a	a	DET
epaa-7254	26	19	estudiantes	estudiantes	PROPN
epaa-7254	26	20	marginados	marginado	NOUN
epaa-7254	26	21	,	,	PUNCT
epaa-7254	26	22	y	y	PROPN
epaa-7254	26	23	los	los	PROPN
epaa-7254	26	24	estudiantes	estudiantes	PROPN
epaa-7254	26	25	de	de	PROPN
epaa-7254	26	26	noyce	noyce	PROPN
epaa-7254	26	27	scholars	scholar	NOUN
epaa-7254	26	28	obtuvieron	obtuvieron	VERB
epaa-7254	26	29	puntajes	puntajes	PROPN
epaa-7254	26	30	de	de	ADP
epaa-7254	26	31	valor	valor	PROPN
epaa-7254	26	32	agregado	agregado	NOUN
epaa-7254	26	33	más	más	PROPN
epaa-7254	26	34	altos	alto	NOUN
epaa-7254	26	35	en	en	ADP
epaa-7254	26	36	matemáticas	matemáticas	X
epaa-7254	26	37	que	que	PROPN
epaa-7254	26	38	los	los	PROPN
epaa-7254	26	39	estudiantes	estudiantes	PROPN
epaa-7254	26	40	de	de	PROPN
epaa-7254	26	41	otros	otros	PROPN
epaa-7254	26	42	docentes	docente	VERB
epaa-7254	26	43	en	en	PROPN
epaa-7254	26	44	las	las	PROPN
epaa-7254	26	45	mismas	mismas	PROPN
epaa-7254	26	46	escuelas	escuelas	PROPN
epaa-7254	26	47	.	.	PUNCT
epaa-7254	27	1	estos	estos	PROPN
epaa-7254	27	2	son	son	PROPN
epaa-7254	27	3	algunos	algunos	PROPN
epaa-7254	27	4	de	de	PROPN
epaa-7254	27	5	los	los	PROPN
epaa-7254	27	6	resultados	resultado	VERB
epaa-7254	27	7	esperados	esperado	NOUN
epaa-7254	27	8	más	más	ADJ
epaa-7254	27	9	importantes	importante	NOUN
epaa-7254	27	10	.	.	PUNCT
epaa-7254	28	1	sin	sin	NOUN
epaa-7254	28	2	embargo	embargo	NOUN
epaa-7254	28	3	,	,	PUNCT
epaa-7254	28	4	los	los	PROPN
epaa-7254	28	5	becarios	becarios	PROPN
epaa-7254	28	6	de	de	PROPN
epaa-7254	28	7	noyce	noyce	PROPN
epaa-7254	28	8	no	no	DET
epaa-7254	28	9	permanecieron	permanecieron	PROPN
epaa-7254	28	10	en	en	X
epaa-7254	28	11	la	la	PROPN
epaa-7254	28	12	enseñanza	enseñanza	ADJ
epaa-7254	28	13	tanto	tanto	PROPN
epaa-7254	28	14	tiempo	tiempo	PROPN
epaa-7254	28	15	como	como	PROPN
epaa-7254	28	16	otros	otros	PROPN
epaa-7254	28	17	docentes	docente	VERB
epaa-7254	28	18	de	de	X
epaa-7254	28	19	stem	stem	PROPN
epaa-7254	28	20	de	de	PROPN
epaa-7254	28	21	sus	sus	PROPN
epaa-7254	28	22	universidades	universidade	NOUN
epaa-7254	28	23	,	,	PUNCT
epaa-7254	28	24	y	y	PROPN
epaa-7254	28	25	era	era	NOUN
epaa-7254	28	26	más	más	ADJ
epaa-7254	28	27	probable	probable	ADJ
epaa-7254	28	28	que	que	PROPN
epaa-7254	28	29	abandonaran	abandonaran	PROPN
epaa-7254	28	30	las	las	PROPN
epaa-7254	28	31	escuelas	escuelas	PROPN
epaa-7254	28	32	con	con	PROPN
epaa-7254	28	33	estudiantes	estudiantes	PROPN
epaa-7254	28	34	de	de	PROPN
epaa-7254	28	35	bajos	bajos	PROPN
epaa-7254	28	36	ingresos	ingresos	PROPN
epaa-7254	28	37	.	.	PUNCT
epaa-7254	29	1	el	el	PROPN
epaa-7254	29	2	programa	programa	PROPN
epaa-7254	29	3	noyce	noyce	PROPN
epaa-7254	29	4	actualmente	actualmente	PROPN
epaa-7254	29	5	opera	opera	PROPN
epaa-7254	29	6	muy	muy	PROPN
epaa-7254	29	7	por	por	PROPN
epaa-7254	29	8	debajo	debajo	PROPN
epaa-7254	29	9	de	de	X
epaa-7254	29	10	la	la	PROPN
epaa-7254	29	11	escala	escala	PROPN
epaa-7254	29	12	necesaria	necesaria	PROPN
epaa-7254	29	13	para	para	PROPN
epaa-7254	29	14	comenzar	comenzar	PROPN
epaa-7254	29	15	a	a	DET
epaa-7254	29	16	reducir	reducir	PROPN
epaa-7254	29	17	la	la	PROPN
epaa-7254	29	18	escasez	escasez	PROPN
epaa-7254	29	19	nacional	nacional	PROPN
epaa-7254	29	20	de	de	PROPN
epaa-7254	29	21	docentes	docentes	PROPN
epaa-7254	29	22	stem	stem	NOUN
epaa-7254	29	23	.	.	PUNCT
epaa-7254	30	1	concluimos	concluimos	PROPN
epaa-7254	30	2	con	con	PROPN
epaa-7254	30	3	perspectivas	perspectivas	PROPN
epaa-7254	30	4	de	de	PROPN
epaa-7254	30	5	ampliación	ampliación	PROPN
epaa-7254	30	6	y	y	PROPN
epaa-7254	30	7	modificación	modificación	PROPN
epaa-7254	30	8	del	del	PROPN
epaa-7254	30	9	programa	programa	PROPN
epaa-7254	30	10	noyce	noyce	PROPN
epaa-7254	30	11	.	.	PUNCT
epaa-7254	31	1	palabras	palabra	NOUN
epaa-7254	31	2	-	-	NOUN
epaa-7254	31	3	clave	clave	NOUN
epaa-7254	31	4	:	:	PUNCT
epaa-7254	31	5	formación	formación	PROPN
epaa-7254	31	6	docente	docente	PROPN
epaa-7254	31	7	;	;	PUNCT
epaa-7254	31	8	becas	becas	PROPN
epaa-7254	31	9	noyce	noyce	PROPN
epaa-7254	31	10	;	;	PUNCT
epaa-7254	31	11	modelos	modelos	PROPN
epaa-7254	31	12	lineales	lineales	PROPN
epaa-7254	31	13	jerárquicos	jerárquicos	PROPN
epaa-7254	31	14	;	;	PUNCT
epaa-7254	31	15	educación	educación	PROPN
epaa-7254	31	16	stem	stem	NOUN
epaa-7254	31	17	noyce	noyce	NOUN
epaa-7254	31	18	outcomes	outcome	NOUN
epaa-7254	31	19	in	in	ADP
epaa-7254	31	20	texas	texas	PROPN
epaa-7254	31	21	3	3	NUM
epaa-7254	31	22	aprendizagem	aprendizagem	ADV
epaa-7254	31	23	do	do	AUX
epaa-7254	31	24	aluno	aluno	PROPN
epaa-7254	31	25	e	e	PROPN
epaa-7254	31	26	retenção	retenção	PROPN
epaa-7254	31	27	de	de	X
epaa-7254	31	28	professores	professores	PROPN
epaa-7254	31	29	para	para	PROPN
epaa-7254	31	30	graduados	graduado	VERB
epaa-7254	31	31	dos	dos	PROPN
epaa-7254	31	32	programas	programas	PROPN
epaa-7254	31	33	texas	texas	PROPN
epaa-7254	31	34	noyce	noyce	PROPN
epaa-7254	31	35	resumo	resumo	PROPN
epaa-7254	31	36	:	:	PUNCT
epaa-7254	31	37	a	a	DET
epaa-7254	31	38	escassez	escassez	NOUN
epaa-7254	31	39	de	de	ADP
epaa-7254	31	40	professores	professore	NOUN
epaa-7254	31	41	stem	stem	VERB
epaa-7254	31	42	secundários	secundário	NOUN
epaa-7254	31	43	levou	levou	PROPN
epaa-7254	31	44	a	a	DET
epaa-7254	31	45	chamadas	chamadas	PROPN
epaa-7254	31	46	periódicas	periódicas	NOUN
epaa-7254	31	47	nas	nas	VERB
epaa-7254	31	48	últimas	últimas	PROPN
epaa-7254	31	49	quatro	quatro	PROPN
epaa-7254	31	50	décadas	décadas	PROPN
epaa-7254	31	51	para	para	PROPN
epaa-7254	31	52	intervenção	intervenção	PROPN
epaa-7254	31	53	federal	federal	PROPN
epaa-7254	31	54	.	.	PUNCT
epaa-7254	32	1	por	por	PROPN
epaa-7254	32	2	mais	mais	PROPN
epaa-7254	32	3	de	de	PROPN
epaa-7254	32	4	15	15	NUM
epaa-7254	32	5	anos	ano	NOUN
epaa-7254	32	6	,	,	PUNCT
epaa-7254	32	7	o	o	PROPN
epaa-7254	32	8	programa	programa	X
epaa-7254	32	9	de	de	X
epaa-7254	32	10	bolsas	bolsas	PROPN
epaa-7254	32	11	de	de	X
epaa-7254	32	12	estudo	estudo	PROPN
epaa-7254	32	13	para	para	PROPN
epaa-7254	32	14	professores	professores	PROPN
epaa-7254	32	15	robert	robert	PROPN
epaa-7254	32	16	noyce	noyce	PROPN
epaa-7254	32	17	da	da	PROPN
epaa-7254	32	18	national	national	PROPN
epaa-7254	32	19	science	science	PROPN
epaa-7254	32	20	foundation	foundation	PROPN
epaa-7254	32	21	constituiu	constituiu	VERB
epaa-7254	32	22	a	a	DET
epaa-7254	32	23	resposta	resposta	PROPN
epaa-7254	32	24	mais	mais	X
epaa-7254	32	25	importante	importante	PROPN
epaa-7254	32	26	em	em	PROPN
epaa-7254	32	27	nível	nível	PROPN
epaa-7254	32	28	nacional	nacional	PROPN
epaa-7254	32	29	a	a	DET
epaa-7254	32	30	essas	essas	X
epaa-7254	32	31	chamadas	chamadas	X
epaa-7254	32	32	.	.	PUNCT
epaa-7254	33	1	a	a	DET
epaa-7254	33	2	principal	principal	NOUN
epaa-7254	33	3	atividade	atividade	PROPN
epaa-7254	33	4	é	é	X
epaa-7254	34	1	o	o	NOUN
epaa-7254	34	2	apoio	apoio	INTJ
epaa-7254	34	3	direto	direto	PROPN
epaa-7254	34	4	a	a	DET
epaa-7254	34	5	estudantes	estudante	NOUN
epaa-7254	34	6	de	de	X
epaa-7254	34	7	graduação	graduação	PROPN
epaa-7254	34	8	e	e	NOUN
epaa-7254	34	9	diplomados	diplomado	NOUN
epaa-7254	34	10	para	para	PROPN
epaa-7254	34	11	se	se	PROPN
epaa-7254	34	12	tornarem	tornarem	PROPN
epaa-7254	34	13	professores	professores	PROPN
epaa-7254	34	14	k-12	k-12	PROPN
epaa-7254	34	15	stem	stem	NOUN
epaa-7254	34	16	.	.	PUNCT
epaa-7254	35	1	aqui	aqui	PROPN
epaa-7254	35	2	examinamos	examinamos	PROPN
epaa-7254	35	3	o	o	PROPN
epaa-7254	35	4	programa	programa	NOUN
epaa-7254	35	5	noyce	noyce	PROPN
epaa-7254	35	6	olhando	olhando	PROPN
epaa-7254	35	7	além	além	VERB
epaa-7254	35	8	das	das	PROPN
epaa-7254	35	9	qualidades	qualidade	NOUN
epaa-7254	35	10	de	de	PROPN
epaa-7254	35	11	programas	programas	PROPN
epaa-7254	35	12	universitários	universitários	PROPN
epaa-7254	35	13	específicos	específico	NOUN
epaa-7254	35	14	e	e	PROPN
epaa-7254	35	15	medindo	medindo	PROPN
epaa-7254	35	16	os	os	PROPN
epaa-7254	35	17	resultados	resultado	VERB
epaa-7254	35	18	de	de	X
epaa-7254	35	19	longo	longo	PROPN
epaa-7254	35	20	prazo	prazo	PROPN
epaa-7254	35	21	em	em	PROPN
epaa-7254	35	22	nível	nível	PROPN
epaa-7254	35	23	estadual	estadual	PROPN
epaa-7254	35	24	.	.	PUNCT
epaa-7254	36	1	conseguimos	conseguimos	PROPN
epaa-7254	36	2	isso	isso	PROPN
epaa-7254	36	3	por	por	PROPN
epaa-7254	36	4	meio	meio	PROPN
epaa-7254	36	5	de	de	PROPN
epaa-7254	36	6	uma	uma	PROPN
epaa-7254	36	7	colaboração	colaboração	PROPN
epaa-7254	36	8	de	de	PROPN
epaa-7254	36	9	oito	oito	PROPN
epaa-7254	36	10	universidades	universidades	PROPN
epaa-7254	36	11	do	do	VERB
epaa-7254	36	12	texas	texas	PROPN
epaa-7254	36	13	que	que	PROPN
epaa-7254	36	14	reuniram	reuniram	PROPN
epaa-7254	36	15	dados	dado	VERB
epaa-7254	36	16	sobre	sobre	PROPN
epaa-7254	36	17	acadêmicos	acadêmicos	PROPN
epaa-7254	36	18	noyce	noyce	PROPN
epaa-7254	36	19	apoiados	apoiado	VERB
epaa-7254	36	20	desde	desde	PROPN
epaa-7254	36	21	2003	2003	NUM
epaa-7254	36	22	.	.	PUNCT
epaa-7254	37	1	usando	usando	PROPN
epaa-7254	37	2	um	um	INTJ
epaa-7254	37	3	conjunto	conjunto	PROPN
epaa-7254	37	4	de	de	PROPN
epaa-7254	37	5	dados	dados	PROPN
epaa-7254	37	6	longitudinal	longitudinal	ADJ
epaa-7254	37	7	estadual	estadual	PROPN
epaa-7254	37	8	,	,	PUNCT
epaa-7254	37	9	examinamos	examinamos	PROPN
epaa-7254	37	10	se	se	PROPN
epaa-7254	37	11	os	os	PROPN
epaa-7254	37	12	beneficiários	beneficiário	VERB
epaa-7254	37	13	das	das	PROPN
epaa-7254	37	14	bolsas	bolsa	NOUN
epaa-7254	37	15	noyce	noyce	PROPN
epaa-7254	37	16	são	são	PROPN
epaa-7254	37	17	mais	mais	PROPN
epaa-7254	37	18	propensos	propensos	PROPN
epaa-7254	37	19	do	do	VERB
epaa-7254	37	20	que	que	PROPN
epaa-7254	37	21	outros	outros	X
epaa-7254	37	22	professores	professores	PROPN
epaa-7254	37	23	de	de	PROPN
epaa-7254	37	24	matemática	matemática	PROPN
epaa-7254	37	25	e	e	PROPN
epaa-7254	37	26	ciências	ciências	PROPN
epaa-7254	37	27	a	a	DET
epaa-7254	37	28	permanecer	permanecer	NOUN
epaa-7254	37	29	em	em	PRON
epaa-7254	37	30	ensino	ensino	PROPN
epaa-7254	37	31	,	,	PUNCT
epaa-7254	37	32	determinado	determinado	VERB
epaa-7254	37	33	onde	onde	PROPN
epaa-7254	37	34	os	os	PROPN
epaa-7254	37	35	estudiosos	estudiosos	PROPN
epaa-7254	37	36	noyce	noyce	PROPN
epaa-7254	37	37	ensinavam	ensinavam	NOUN
epaa-7254	37	38	e	e	X
epaa-7254	37	39	aprendizado	aprendizado	PROPN
epaa-7254	37	40	estimado	estimado	PROPN
epaa-7254	37	41	dos	dos	PROPN
epaa-7254	37	42	alunos	aluno	NOUN
epaa-7254	37	43	em	em	PRON
epaa-7254	37	44	aulas	aulas	PROPN
epaa-7254	37	45	ministradas	ministradas	PROPN
epaa-7254	37	46	por	por	PROPN
epaa-7254	37	47	noyce	noyce	PROPN
epaa-7254	37	48	scholars	scholars	PROPN
epaa-7254	37	49	.	.	PUNCT
epaa-7254	38	1	os	os	PROPN
epaa-7254	38	2	noyce	noyce	PROPN
epaa-7254	38	3	scholars	scholars	PROPN
epaa-7254	38	4	são	são	PROPN
epaa-7254	38	5	mais	mais	PROPN
epaa-7254	38	6	propensos	propensos	PROPN
epaa-7254	38	7	do	do	AUX
epaa-7254	38	8	que	que	PROPN
epaa-7254	38	9	outros	outros	X
epaa-7254	38	10	professores	professores	PROPN
epaa-7254	38	11	de	de	ADP
epaa-7254	38	12	stem	stem	VERB
epaa-7254	38	13	das	das	PROPN
epaa-7254	38	14	mesmas	mesmas	PROPN
epaa-7254	38	15	universidades	universidades	PROPN
epaa-7254	38	16	a	a	DET
epaa-7254	38	17	ensinar	ensinar	PROPN
epaa-7254	38	18	alunos	alunos	PROPN
epaa-7254	38	19	marginalizados	marginalizado	NOUN
epaa-7254	38	20	,	,	PUNCT
epaa-7254	38	21	e	e	X
epaa-7254	38	22	os	os	PROPN
epaa-7254	38	23	alunos	alunos	PROPN
epaa-7254	38	24	de	de	PROPN
epaa-7254	38	25	noyce	noyce	PROPN
epaa-7254	38	26	scholars	scholars	PROPN
epaa-7254	38	27	obtiveram	obtiveram	VERB
epaa-7254	38	28	pontuações	pontuações	PROPN
epaa-7254	38	29	de	de	X
epaa-7254	38	30	valor	valor	PROPN
epaa-7254	38	31	agregado	agregado	PROPN
epaa-7254	38	32	mais	mais	PROPN
epaa-7254	38	33	altas	altas	PROPN
epaa-7254	38	34	em	em	PRON
epaa-7254	38	35	matemática	matemática	PROPN
epaa-7254	38	36	do	do	AUX
epaa-7254	38	37	que	que	PROPN
epaa-7254	38	38	os	os	PROPN
epaa-7254	38	39	alunos	alunos	PROPN
epaa-7254	38	40	de	de	PROPN
epaa-7254	38	41	outros	outros	PROPN
epaa-7254	38	42	professores	professores	PROPN
epaa-7254	38	43	nas	nas	PROPN
epaa-7254	38	44	mesmas	mesmas	PROPN
epaa-7254	38	45	escolas	escolas	PROPN
epaa-7254	38	46	.	.	PROPN
epaa-7254	39	1	estes	estes	PROPN
epaa-7254	39	2	são	são	PROPN
epaa-7254	39	3	alguns	alguns	PROPN
epaa-7254	39	4	dos	dos	PROPN
epaa-7254	39	5	resultados	resultado	VERB
epaa-7254	39	6	pretendidos	pretendido	NOUN
epaa-7254	39	7	mais	mais	X
epaa-7254	39	8	importantes	importantes	PROPN
epaa-7254	39	9	.	.	PUNCT
epaa-7254	40	1	no	no	DET
epaa-7254	40	2	entanto	entanto	PROPN
epaa-7254	40	3	,	,	PUNCT
epaa-7254	40	4	os	os	PROPN
epaa-7254	40	5	noyce	noyce	PROPN
epaa-7254	40	6	scholars	scholars	PROPN
epaa-7254	40	7	não	não	PROPN
epaa-7254	40	8	permaneceram	permaneceram	PROPN
epaa-7254	40	9	no	no	DET
epaa-7254	40	10	ensino	ensino	PROPN
epaa-7254	40	11	por	por	NOUN
epaa-7254	40	12	tanto	tanto	PROPN
epaa-7254	40	13	tempo	tempo	PROPN
epaa-7254	40	14	quanto	quanto	PROPN
epaa-7254	40	15	outros	outros	PROPN
epaa-7254	40	16	professores	professores	PROPN
epaa-7254	40	17	stem	stem	VERB
epaa-7254	40	18	de	de	PROPN
epaa-7254	40	19	suas	suas	PROPN
epaa-7254	40	20	universidades	universidades	PROPN
epaa-7254	40	21	,	,	PUNCT
epaa-7254	40	22	e	e	PROPN
epaa-7254	40	23	eram	eram	PROPN
epaa-7254	40	24	mais	mais	PROPN
epaa-7254	40	25	propensos	propensos	PROPN
epaa-7254	40	26	a	a	DET
epaa-7254	40	27	se	se	PROPN
epaa-7254	40	28	afastar	afastar	PROPN
epaa-7254	40	29	das	das	PROPN
epaa-7254	40	30	escolas	escolas	PROPN
epaa-7254	40	31	com	com	NOUN
epaa-7254	40	32	alunos	alunos	PROPN
epaa-7254	40	33	de	de	PROPN
epaa-7254	40	34	baixa	baixa	PROPN
epaa-7254	40	35	renda	renda	PROPN
epaa-7254	40	36	.	.	PUNCT
epaa-7254	41	1	o	o	PROPN
epaa-7254	41	2	programa	programa	NOUN
epaa-7254	41	3	noyce	noyce	PROPN
epaa-7254	41	4	atualmente	atualmente	PROPN
epaa-7254	41	5	opera	opera	PROPN
epaa-7254	41	6	muito	muito	PROPN
epaa-7254	41	7	abaixo	abaixo	PROPN
epaa-7254	41	8	da	da	PROPN
epaa-7254	41	9	escala	escala	PROPN
epaa-7254	41	10	necessária	necessária	PROPN
epaa-7254	41	11	para	para	PROPN
epaa-7254	41	12	começar	começar	PROPN
epaa-7254	41	13	a	a	DET
epaa-7254	41	14	reduzir	reduzir	NOUN
epaa-7254	41	15	a	a	DET
epaa-7254	41	16	escassez	escassez	NOUN
epaa-7254	41	17	nacional	nacional	PROPN
epaa-7254	41	18	de	de	ADP
epaa-7254	41	19	professores	professores	PROPN
epaa-7254	41	20	stem	stem	VERB
epaa-7254	41	21	.	.	PUNCT
epaa-7254	42	1	concluímos	concluímos	PROPN
epaa-7254	42	2	com	com	PROPN
epaa-7254	42	3	as	as	ADP
epaa-7254	42	4	perspectivas	perspectivas	PROPN
epaa-7254	42	5	de	de	X
epaa-7254	42	6	expansão	expansão	NOUN
epaa-7254	42	7	e	e	PROPN
epaa-7254	42	8	modificação	modificação	PROPN
epaa-7254	42	9	do	do	VERB
epaa-7254	42	10	programa	programa	PROPN
epaa-7254	42	11	noyce	noyce	PROPN
epaa-7254	42	12	.	.	PUNCT
epaa-7254	43	1	palavras	palavras	PROPN
epaa-7254	43	2	-	-	PUNCT
epaa-7254	43	3	chave	chave	NOUN
epaa-7254	43	4	:	:	PUNCT
epaa-7254	43	5	preparação	preparação	PROPN
epaa-7254	43	6	de	de	X
epaa-7254	43	7	professores	professore	NOUN
epaa-7254	43	8	;	;	PUNCT
epaa-7254	43	9	bolsas	bolsa	NOUN
epaa-7254	43	10	noyce	noyce	NOUN
epaa-7254	43	11	;	;	PUNCT
epaa-7254	43	12	modelos	modelos	PROPN
epaa-7254	43	13	lineares	lineare	NOUN
epaa-7254	43	14	hierárquicos	hierárquicos	PROPN
epaa-7254	43	15	;	;	PUNCT
epaa-7254	43	16	educação	educação	NOUN
epaa-7254	43	17	stem	stem	NOUN
epaa-7254	43	18	student	student	NOUN
epaa-7254	43	19	learning	learning	NOUN
epaa-7254	43	20	and	and	CCONJ
epaa-7254	43	21	teacher	teacher	NOUN
epaa-7254	43	22	retention	retention	NOUN
epaa-7254	43	23	for	for	ADP
epaa-7254	43	24	graduates	graduate	NOUN
epaa-7254	43	25	of	of	ADP
epaa-7254	43	26	texas	texas	PROPN
epaa-7254	43	27	noyce	noyce	PROPN
epaa-7254	43	28	programs	program	VERB
epaa-7254	43	29	the	the	DET
epaa-7254	43	30	shortage	shortage	NOUN
epaa-7254	43	31	of	of	ADP
epaa-7254	43	32	secondary	secondary	ADJ
epaa-7254	43	33	stem	stem	NOUN
epaa-7254	43	34	teachers	teacher	NOUN
epaa-7254	43	35	has	have	AUX
epaa-7254	43	36	constituted	constitute	VERB
epaa-7254	43	37	a	a	DET
epaa-7254	43	38	persistent	persistent	ADJ
epaa-7254	43	39	national	national	ADJ
epaa-7254	43	40	concern	concern	NOUN
epaa-7254	43	41	at	at	ADP
epaa-7254	43	42	least	least	ADJ
epaa-7254	43	43	since	since	SCONJ
epaa-7254	43	44	a	a	DET
epaa-7254	43	45	nation	nation	NOUN
epaa-7254	43	46	at	at	ADP
epaa-7254	43	47	risk	risk	NOUN
epaa-7254	43	48	(	(	PUNCT
epaa-7254	43	49	national	national	ADJ
epaa-7254	43	50	commission	commission	NOUN
epaa-7254	43	51	on	on	ADP
epaa-7254	43	52	excellence	excellence	PROPN
epaa-7254	43	53	in	in	ADP
epaa-7254	43	54	education	education	NOUN
epaa-7254	43	55	,	,	PUNCT
epaa-7254	43	56	1983	1983	NUM
epaa-7254	43	57	)	)	PUNCT
epaa-7254	43	58	,	,	PUNCT
epaa-7254	43	59	and	and	CCONJ
epaa-7254	43	60	teacher	teacher	NOUN
epaa-7254	43	61	shortages	shortage	NOUN
epaa-7254	43	62	remain	remain	VERB
epaa-7254	43	63	severe	severe	ADJ
epaa-7254	43	64	today	today	NOUN
epaa-7254	43	65	(	(	PUNCT
epaa-7254	43	66	sutcher	sutcher	VERB
epaa-7254	43	67	et	et	PROPN
epaa-7254	43	68	al	al	PROPN
epaa-7254	43	69	.	.	PROPN
epaa-7254	43	70	,	,	PUNCT
epaa-7254	43	71	2019	2019	NUM
epaa-7254	43	72	)	)	PUNCT
epaa-7254	43	73	.	.	PUNCT
epaa-7254	44	1	districts	district	NOUN
epaa-7254	44	2	and	and	CCONJ
epaa-7254	44	3	teacher	teacher	NOUN
epaa-7254	44	4	preparation	preparation	NOUN
epaa-7254	44	5	programs	program	NOUN
epaa-7254	44	6	consistently	consistently	ADV
epaa-7254	44	7	report	report	VERB
epaa-7254	44	8	considerable	considerable	ADJ
epaa-7254	44	9	shortages	shortage	NOUN
epaa-7254	44	10	of	of	ADP
epaa-7254	44	11	stem	stem	NOUN
epaa-7254	44	12	teachers	teacher	NOUN
epaa-7254	44	13	,	,	PUNCT
epaa-7254	44	14	particularly	particularly	ADV
epaa-7254	44	15	physics	physics	NOUN
epaa-7254	44	16	,	,	PUNCT
epaa-7254	44	17	chemistry	chemistry	NOUN
epaa-7254	44	18	,	,	PUNCT
epaa-7254	44	19	and	and	CCONJ
epaa-7254	44	20	mathematics	mathematics	PROPN
epaa-7254	44	21	(	(	PUNCT
epaa-7254	44	22	american	american	PROPN
epaa-7254	44	23	association	association	PROPN
epaa-7254	44	24	for	for	ADP
epaa-7254	44	25	employment	employment	NOUN
epaa-7254	44	26	in	in	ADP
epaa-7254	44	27	education	education	NOUN
epaa-7254	44	28	,	,	PUNCT
epaa-7254	44	29	2020	2020	NUM
epaa-7254	44	30	)	)	PUNCT
epaa-7254	44	31	.	.	PUNCT
epaa-7254	45	1	other	other	ADJ
epaa-7254	45	2	than	than	ADP
epaa-7254	45	3	some	some	DET
epaa-7254	45	4	categories	category	NOUN
epaa-7254	45	5	of	of	ADP
epaa-7254	45	6	special	special	ADJ
epaa-7254	45	7	education	education	NOUN
epaa-7254	45	8	teachers	teacher	NOUN
epaa-7254	45	9	,	,	PUNCT
epaa-7254	45	10	teachers	teacher	NOUN
epaa-7254	45	11	in	in	ADP
epaa-7254	45	12	these	these	DET
epaa-7254	45	13	subject	subject	ADJ
epaa-7254	45	14	areas	area	NOUN
epaa-7254	45	15	are	be	AUX
epaa-7254	45	16	the	the	DET
epaa-7254	45	17	most	most	ADV
epaa-7254	45	18	difficult	difficult	ADJ
epaa-7254	45	19	to	to	PART
epaa-7254	45	20	hire	hire	VERB
epaa-7254	45	21	.	.	PUNCT
epaa-7254	46	1	the	the	DET
epaa-7254	46	2	shortages	shortage	NOUN
epaa-7254	46	3	of	of	ADP
epaa-7254	46	4	stem	stem	NOUN
epaa-7254	46	5	teachers	teacher	NOUN
epaa-7254	46	6	explain	explain	VERB
epaa-7254	46	7	and	and	CCONJ
epaa-7254	46	8	exacerbate	exacerbate	VERB
epaa-7254	46	9	low	low	ADJ
epaa-7254	46	10	levels	level	NOUN
epaa-7254	46	11	of	of	ADP
epaa-7254	46	12	stem	stem	NOUN
epaa-7254	46	13	course	course	NOUN
epaa-7254	46	14	availability	availability	NOUN
epaa-7254	46	15	in	in	ADP
epaa-7254	46	16	high	high	ADJ
epaa-7254	46	17	school	school	NOUN
epaa-7254	46	18	.	.	PUNCT
epaa-7254	47	1	what	what	PRON
epaa-7254	47	2	policies	policy	NOUN
epaa-7254	47	3	are	be	AUX
epaa-7254	47	4	necessary	necessary	ADJ
epaa-7254	47	5	to	to	PART
epaa-7254	47	6	reduce	reduce	VERB
epaa-7254	47	7	teacher	teacher	NOUN
epaa-7254	47	8	shortages	shortage	NOUN
epaa-7254	47	9	?	?	PUNCT
epaa-7254	48	1	according	accord	VERB
epaa-7254	48	2	to	to	ADP
epaa-7254	48	3	darling	darling	NOUN
epaa-7254	48	4	-	-	PUNCT
epaa-7254	48	5	hammond	hammond	NOUN
epaa-7254	48	6	and	and	CCONJ
epaa-7254	48	7	podolsky	podolsky	NOUN
epaa-7254	48	8	(	(	PUNCT
epaa-7254	48	9	2019	2019	NUM
epaa-7254	48	10	,	,	PUNCT
epaa-7254	48	11	p.	p.	NOUN
epaa-7254	48	12	9	9	NUM
epaa-7254	48	13	)	)	PUNCT
epaa-7254	48	14	,	,	PUNCT
epaa-7254	48	15	countries	country	NOUN
epaa-7254	48	16	that	that	PRON
epaa-7254	48	17	successfully	successfully	ADV
epaa-7254	48	18	address	address	VERB
epaa-7254	48	19	teacher	teacher	NOUN
epaa-7254	48	20	shortages	shortage	NOUN
epaa-7254	48	21	have	have	VERB
epaa-7254	48	22	the	the	DET
epaa-7254	48	23	following	following	NOUN
epaa-7254	48	24	in	in	ADP
epaa-7254	48	25	common	common	ADJ
epaa-7254	48	26	:	:	PUNCT
epaa-7254	48	27	•	•	NUM
epaa-7254	48	28	equitable	equitable	ADJ
epaa-7254	48	29	funding	funding	NOUN
epaa-7254	48	30	of	of	ADP
epaa-7254	48	31	schools	school	NOUN
epaa-7254	49	1	•	•	PROPN
epaa-7254	49	2	teacher	teacher	NOUN
epaa-7254	49	3	compensation	compensation	NOUN
epaa-7254	49	4	competitive	competitive	ADJ
epaa-7254	49	5	with	with	ADP
epaa-7254	49	6	other	other	ADJ
epaa-7254	49	7	college	college	NOUN
epaa-7254	49	8	-	-	PUNCT
epaa-7254	49	9	educated	educate	VERB
epaa-7254	49	10	professions	profession	NOUN
epaa-7254	49	11	•	•	VERB
epaa-7254	49	12	high	high	ADJ
epaa-7254	49	13	-	-	PUNCT
epaa-7254	49	14	quality	quality	NOUN
epaa-7254	49	15	preparation	preparation	NOUN
epaa-7254	49	16	available	available	ADJ
epaa-7254	49	17	at	at	ADP
epaa-7254	49	18	little	little	ADJ
epaa-7254	49	19	or	or	CCONJ
epaa-7254	49	20	no	no	PRON
epaa-7254	49	21	cost	cost	NOUN
epaa-7254	49	22	to	to	ADP
epaa-7254	49	23	entering	enter	VERB
epaa-7254	49	24	teachers	teacher	NOUN
epaa-7254	49	25	•	•	ADP
epaa-7254	49	26	careful	careful	ADJ
epaa-7254	49	27	recruitment	recruitment	NOUN
epaa-7254	49	28	of	of	ADP
epaa-7254	49	29	candidates	candidate	NOUN
epaa-7254	49	30	with	with	ADP
epaa-7254	49	31	the	the	DET
epaa-7254	49	32	commitment	commitment	NOUN
epaa-7254	49	33	and	and	CCONJ
epaa-7254	49	34	dispositions	disposition	NOUN
epaa-7254	49	35	for	for	ADP
epaa-7254	49	36	teaching	teaching	NOUN
epaa-7254	49	37	,	,	PUNCT
epaa-7254	49	38	as	as	ADV
epaa-7254	49	39	well	well	ADV
epaa-7254	49	40	as	as	ADP
epaa-7254	49	41	academic	academic	ADJ
epaa-7254	49	42	background	background	NOUN
epaa-7254	49	43	•	•	ADP
epaa-7254	49	44	readily	readily	ADV
epaa-7254	49	45	available	available	ADJ
epaa-7254	49	46	support	support	NOUN
epaa-7254	49	47	from	from	ADP
epaa-7254	49	48	trained	train	VERB
epaa-7254	49	49	mentors	mentor	NOUN
epaa-7254	49	50	for	for	ADP
epaa-7254	49	51	beginning	begin	VERB
epaa-7254	49	52	teachers	teacher	NOUN
epaa-7254	49	53	education	education	NOUN
epaa-7254	49	54	policy	policy	NOUN
epaa-7254	49	55	analysis	analysis	NOUN
epaa-7254	49	56	archives	archive	NOUN
epaa-7254	49	57	vol	vol	NOUN
epaa-7254	49	58	.	.	PROPN
epaa-7254	50	1	30	30	NUM
epaa-7254	51	1	no	no	NOUN
epaa-7254	51	2	.	.	NOUN
epaa-7254	52	1	147	147	NUM
epaa-7254	52	2	4	4	NUM
epaa-7254	52	3	•	•	NOUN
epaa-7254	52	4	ongoing	ongoing	ADJ
epaa-7254	52	5	time	time	NOUN
epaa-7254	52	6	and	and	CCONJ
epaa-7254	52	7	support	support	NOUN
epaa-7254	52	8	for	for	ADP
epaa-7254	52	9	professional	professional	ADJ
epaa-7254	52	10	learning	learning	NOUN
epaa-7254	52	11	and	and	CCONJ
epaa-7254	52	12	collaboration	collaboration	NOUN
epaa-7254	52	13	.	.	PUNCT
epaa-7254	53	1	the	the	DET
epaa-7254	53	2	united	united	PROPN
epaa-7254	53	3	states	states	PROPN
epaa-7254	53	4	has	have	AUX
epaa-7254	53	5	never	never	ADV
epaa-7254	53	6	implemented	implement	VERB
epaa-7254	53	7	a	a	DET
epaa-7254	53	8	coordinated	coordinated	ADJ
epaa-7254	53	9	national	national	ADJ
epaa-7254	53	10	effort	effort	NOUN
epaa-7254	53	11	with	with	ADP
epaa-7254	53	12	all	all	DET
epaa-7254	53	13	these	these	DET
epaa-7254	53	14	ingredients	ingredient	NOUN
epaa-7254	53	15	.	.	PUNCT
epaa-7254	54	1	however	however	ADV
epaa-7254	54	2	,	,	PUNCT
epaa-7254	54	3	the	the	DET
epaa-7254	54	4	us	us	PROPN
epaa-7254	54	5	does	do	AUX
epaa-7254	54	6	have	have	VERB
epaa-7254	54	7	a	a	DET
epaa-7254	54	8	national	national	ADJ
epaa-7254	54	9	program	program	NOUN
epaa-7254	54	10	that	that	PRON
epaa-7254	54	11	is	be	AUX
epaa-7254	54	12	focused	focus	VERB
epaa-7254	54	13	on	on	ADP
epaa-7254	54	14	the	the	DET
epaa-7254	54	15	third	third	ADJ
epaa-7254	54	16	and	and	CCONJ
epaa-7254	54	17	fourth	fourth	ADJ
epaa-7254	54	18	items	item	NOUN
epaa-7254	54	19	on	on	ADP
epaa-7254	54	20	the	the	DET
epaa-7254	54	21	list	list	NOUN
epaa-7254	54	22	:	:	PUNCT
epaa-7254	54	23	teacher	teacher	NOUN
epaa-7254	54	24	preparation	preparation	NOUN
epaa-7254	54	25	and	and	CCONJ
epaa-7254	54	26	recruitment	recruitment	NOUN
epaa-7254	54	27	.	.	PUNCT
epaa-7254	55	1	the	the	DET
epaa-7254	55	2	robert	robert	PROPN
epaa-7254	55	3	noyce	noyce	PROPN
epaa-7254	55	4	scholarship	scholarship	PROPN
epaa-7254	55	5	program	program	PROPN
epaa-7254	55	6	,	,	PUNCT
epaa-7254	55	7	which	which	PRON
epaa-7254	55	8	has	have	AUX
epaa-7254	55	9	been	be	AUX
epaa-7254	55	10	in	in	ADP
epaa-7254	55	11	operation	operation	NOUN
epaa-7254	55	12	for	for	ADP
epaa-7254	55	13	more	more	ADJ
epaa-7254	55	14	than	than	ADP
epaa-7254	55	15	15	15	NUM
epaa-7254	55	16	years	year	NOUN
epaa-7254	55	17	,	,	PUNCT
epaa-7254	55	18	is	be	AUX
epaa-7254	55	19	a	a	DET
epaa-7254	55	20	national	national	ADJ
epaa-7254	55	21	effort	effort	NOUN
epaa-7254	55	22	to	to	PART
epaa-7254	55	23	attract	attract	VERB
epaa-7254	55	24	students	student	NOUN
epaa-7254	55	25	into	into	ADP
epaa-7254	55	26	stem	stem	NOUN
epaa-7254	55	27	teaching	teaching	NOUN
epaa-7254	55	28	by	by	ADP
epaa-7254	55	29	providing	provide	VERB
epaa-7254	55	30	them	they	PRON
epaa-7254	55	31	financial	financial	ADJ
epaa-7254	55	32	support	support	NOUN
epaa-7254	55	33	during	during	ADP
epaa-7254	55	34	preparation	preparation	NOUN
epaa-7254	55	35	.	.	PUNCT
epaa-7254	56	1	stem	stem	NOUN
epaa-7254	56	2	teacher	teacher	NOUN
epaa-7254	56	3	shortages	shortage	NOUN
epaa-7254	56	4	have	have	AUX
epaa-7254	56	5	not	not	PART
epaa-7254	56	6	been	be	AUX
epaa-7254	56	7	eliminated	eliminate	VERB
epaa-7254	56	8	during	during	ADP
epaa-7254	56	9	the	the	DET
epaa-7254	56	10	time	time	NOUN
epaa-7254	56	11	the	the	DET
epaa-7254	56	12	noyce	noyce	PROPN
epaa-7254	56	13	program	program	PROPN
epaa-7254	56	14	has	have	AUX
epaa-7254	56	15	been	be	AUX
epaa-7254	56	16	active	active	ADJ
epaa-7254	56	17	,	,	PUNCT
epaa-7254	56	18	but	but	CCONJ
epaa-7254	56	19	the	the	DET
epaa-7254	56	20	effort	effort	NOUN
epaa-7254	56	21	loses	lose	VERB
epaa-7254	56	22	little	little	ADJ
epaa-7254	56	23	of	of	ADP
epaa-7254	56	24	its	its	PRON
epaa-7254	56	25	significance	significance	NOUN
epaa-7254	56	26	even	even	ADV
epaa-7254	56	27	if	if	SCONJ
epaa-7254	56	28	it	it	PRON
epaa-7254	56	29	has	have	AUX
epaa-7254	56	30	not	not	PART
epaa-7254	56	31	yet	yet	ADV
epaa-7254	56	32	fully	fully	ADV
epaa-7254	56	33	achieved	achieve	VERB
epaa-7254	56	34	its	its	PRON
epaa-7254	56	35	aims	aim	NOUN
epaa-7254	56	36	.	.	PUNCT
epaa-7254	57	1	our	our	PRON
epaa-7254	57	2	purpose	purpose	NOUN
epaa-7254	57	3	here	here	ADV
epaa-7254	57	4	is	be	AUX
epaa-7254	57	5	to	to	PART
epaa-7254	57	6	take	take	VERB
epaa-7254	57	7	stock	stock	NOUN
epaa-7254	57	8	of	of	ADP
epaa-7254	57	9	the	the	DET
epaa-7254	57	10	program	program	NOUN
epaa-7254	57	11	’s	’s	PART
epaa-7254	57	12	accomplishments	accomplishment	NOUN
epaa-7254	57	13	,	,	PUNCT
epaa-7254	57	14	compare	compare	VERB
epaa-7254	57	15	outcomes	outcome	NOUN
epaa-7254	57	16	to	to	PART
epaa-7254	57	17	aims	aims	VERB
epaa-7254	57	18	,	,	PUNCT
epaa-7254	57	19	and	and	CCONJ
epaa-7254	57	20	then	then	ADV
epaa-7254	57	21	return	return	VERB
epaa-7254	57	22	to	to	ADP
epaa-7254	57	23	the	the	DET
epaa-7254	57	24	implications	implication	NOUN
epaa-7254	57	25	for	for	ADP
epaa-7254	57	26	national	national	ADJ
epaa-7254	57	27	teacher	teacher	NOUN
epaa-7254	57	28	shortages	shortage	NOUN
epaa-7254	57	29	.	.	PUNCT
epaa-7254	58	1	origins	origin	NOUN
epaa-7254	58	2	and	and	CCONJ
epaa-7254	58	3	characteristics	characteristic	NOUN
epaa-7254	58	4	of	of	ADP
epaa-7254	58	5	the	the	DET
epaa-7254	58	6	noyce	noyce	PROPN
epaa-7254	58	7	scholarship	scholarship	PROPN
epaa-7254	58	8	program	program	NOUN
epaa-7254	58	9	origins	origin	NOUN
epaa-7254	58	10	the	the	DET
epaa-7254	58	11	noyce	noyce	PROPN
epaa-7254	58	12	scholarship	scholarship	PROPN
epaa-7254	58	13	program	program	NOUN
epaa-7254	58	14	is	be	AUX
epaa-7254	58	15	the	the	DET
epaa-7254	58	16	product	product	NOUN
epaa-7254	58	17	of	of	ADP
epaa-7254	58	18	a	a	DET
epaa-7254	58	19	view	view	NOUN
epaa-7254	58	20	of	of	ADP
epaa-7254	58	21	education	education	NOUN
epaa-7254	58	22	reform	reform	NOUN
epaa-7254	58	23	that	that	PRON
epaa-7254	58	24	was	be	AUX
epaa-7254	58	25	particularly	particularly	ADV
epaa-7254	58	26	impactful	impactful	ADJ
epaa-7254	58	27	in	in	ADP
epaa-7254	58	28	the	the	DET
epaa-7254	58	29	early	early	ADJ
epaa-7254	58	30	2000	2000	NUM
epaa-7254	58	31	’s	’s	NOUN
epaa-7254	58	32	.	.	PUNCT
epaa-7254	59	1	the	the	DET
epaa-7254	59	2	narrative	narrative	NOUN
epaa-7254	59	3	was	be	AUX
epaa-7254	59	4	forcefully	forcefully	ADV
epaa-7254	59	5	articulated	articulate	VERB
epaa-7254	59	6	in	in	ADP
epaa-7254	59	7	the	the	DET
epaa-7254	59	8	world	world	NOUN
epaa-7254	59	9	is	be	AUX
epaa-7254	59	10	flat	flat	ADJ
epaa-7254	59	11	(	(	PUNCT
epaa-7254	59	12	t.	t.	NOUN
epaa-7254	59	13	friedman	friedman	PROPN
epaa-7254	59	14	,	,	PUNCT
epaa-7254	59	15	2005	2005	NUM
epaa-7254	59	16	)	)	PUNCT
epaa-7254	59	17	,	,	PUNCT
epaa-7254	59	18	which	which	PRON
epaa-7254	59	19	warned	warn	VERB
epaa-7254	59	20	that	that	SCONJ
epaa-7254	59	21	the	the	DET
epaa-7254	59	22	united	united	PROPN
epaa-7254	59	23	states	states	PROPN
epaa-7254	59	24	could	could	AUX
epaa-7254	59	25	lose	lose	VERB
epaa-7254	59	26	its	its	PRON
epaa-7254	59	27	economic	economic	ADJ
epaa-7254	59	28	competitiveness	competitiveness	NOUN
epaa-7254	59	29	if	if	SCONJ
epaa-7254	59	30	our	our	PRON
epaa-7254	59	31	students	student	NOUN
epaa-7254	59	32	did	do	AUX
epaa-7254	59	33	not	not	PART
epaa-7254	59	34	improve	improve	VERB
epaa-7254	59	35	their	their	PRON
epaa-7254	59	36	performance	performance	NOUN
epaa-7254	59	37	in	in	ADP
epaa-7254	59	38	science	science	NOUN
epaa-7254	59	39	and	and	CCONJ
epaa-7254	59	40	mathematics	mathematic	NOUN
epaa-7254	59	41	.	.	PUNCT
epaa-7254	60	1	the	the	DET
epaa-7254	60	2	national	national	ADJ
epaa-7254	60	3	academies	academy	NOUN
epaa-7254	60	4	commissioned	commission	VERB
epaa-7254	60	5	a	a	DET
epaa-7254	60	6	study	study	NOUN
epaa-7254	60	7	,	,	PUNCT
epaa-7254	60	8	rising	rise	VERB
epaa-7254	60	9	above	above	ADP
epaa-7254	60	10	the	the	DET
epaa-7254	60	11	gathering	gathering	NOUN
epaa-7254	60	12	storm	storm	NOUN
epaa-7254	60	13	(	(	PUNCT
epaa-7254	60	14	national	national	PROPN
epaa-7254	60	15	research	research	PROPN
epaa-7254	60	16	council	council	PROPN
epaa-7254	60	17	,	,	PUNCT
epaa-7254	60	18	2005	2005	NUM
epaa-7254	60	19	)	)	PUNCT
epaa-7254	60	20	,	,	PUNCT
epaa-7254	60	21	that	that	PRON
epaa-7254	60	22	revisited	revisit	VERB
epaa-7254	60	23	the	the	DET
epaa-7254	60	24	argument	argument	NOUN
epaa-7254	60	25	in	in	ADP
epaa-7254	60	26	terms	term	NOUN
epaa-7254	60	27	of	of	ADP
epaa-7254	60	28	specific	specific	ADJ
epaa-7254	60	29	legislative	legislative	ADJ
epaa-7254	60	30	recommendations	recommendation	NOUN
epaa-7254	60	31	.	.	PUNCT
epaa-7254	61	1	among	among	ADP
epaa-7254	61	2	proposals	proposal	NOUN
epaa-7254	61	3	to	to	PART
epaa-7254	61	4	shore	shore	VERB
epaa-7254	61	5	up	up	ADP
epaa-7254	61	6	the	the	DET
epaa-7254	61	7	economic	economic	ADJ
epaa-7254	61	8	future	future	NOUN
epaa-7254	61	9	of	of	ADP
epaa-7254	61	10	the	the	DET
epaa-7254	61	11	united	united	PROPN
epaa-7254	61	12	states	states	PROPN
epaa-7254	61	13	,	,	PUNCT
epaa-7254	61	14	the	the	DET
epaa-7254	61	15	top	top	ADJ
epaa-7254	61	16	recommendation	recommendation	NOUN
epaa-7254	61	17	was	be	AUX
epaa-7254	61	18	to	to	PART
epaa-7254	61	19	prepare	prepare	VERB
epaa-7254	61	20	“	"	PUNCT
epaa-7254	61	21	ten	ten	NUM
epaa-7254	61	22	thousand	thousand	NUM
epaa-7254	61	23	teachers	teacher	NOUN
epaa-7254	61	24	for	for	ADP
epaa-7254	61	25	ten	ten	NUM
epaa-7254	61	26	million	million	NUM
epaa-7254	61	27	minds	mind	NOUN
epaa-7254	61	28	.	.	PUNCT
epaa-7254	61	29	”	"	PUNCT
epaa-7254	62	1	we	we	PRON
epaa-7254	62	2	quote	quote	VERB
epaa-7254	62	3	from	from	ADP
epaa-7254	62	4	the	the	DET
epaa-7254	62	5	original	original	ADJ
epaa-7254	62	6	report	report	NOUN
epaa-7254	62	7	to	to	PART
epaa-7254	62	8	highlight	highlight	VERB
epaa-7254	62	9	the	the	DET
epaa-7254	62	10	tenor	tenor	NOUN
epaa-7254	62	11	,	,	PUNCT
epaa-7254	62	12	scale	scale	NOUN
epaa-7254	62	13	,	,	PUNCT
epaa-7254	62	14	and	and	CCONJ
epaa-7254	62	15	details	detail	NOUN
epaa-7254	62	16	of	of	ADP
epaa-7254	62	17	the	the	DET
epaa-7254	62	18	proposal	proposal	NOUN
epaa-7254	62	19	:	:	PUNCT
epaa-7254	62	20	action	action	NOUN
epaa-7254	62	21	a-1	a-1	NOUN
epaa-7254	62	22	:	:	PUNCT
epaa-7254	62	23	annually	annually	ADV
epaa-7254	62	24	recruit	recruit	VERB
epaa-7254	62	25	10,000	10,000	NUM
epaa-7254	62	26	science	science	NOUN
epaa-7254	62	27	and	and	CCONJ
epaa-7254	62	28	mathematics	mathematics	NOUN
epaa-7254	62	29	teachers	teacher	NOUN
epaa-7254	62	30	by	by	ADP
epaa-7254	62	31	awarding	award	VERB
epaa-7254	62	32	4	4	NUM
epaa-7254	62	33	-	-	PUNCT
epaa-7254	62	34	year	year	NOUN
epaa-7254	62	35	scholarships	scholarship	NOUN
epaa-7254	62	36	and	and	CCONJ
epaa-7254	62	37	thereby	thereby	ADV
epaa-7254	62	38	educating	educate	VERB
epaa-7254	62	39	10	10	NUM
epaa-7254	62	40	million	million	NUM
epaa-7254	62	41	minds	mind	NOUN
epaa-7254	62	42	.	.	PUNCT
epaa-7254	63	1	our	our	PRON
epaa-7254	63	2	public	public	ADJ
epaa-7254	63	3	education	education	NOUN
epaa-7254	63	4	system	system	NOUN
epaa-7254	63	5	must	must	AUX
epaa-7254	63	6	attract	attract	VERB
epaa-7254	63	7	at	at	ADP
epaa-7254	63	8	least	least	ADJ
epaa-7254	63	9	10,000	10,000	NUM
epaa-7254	63	10	of	of	ADP
epaa-7254	63	11	our	our	PRON
epaa-7254	63	12	best	good	ADJ
epaa-7254	63	13	college	college	NOUN
epaa-7254	63	14	graduates	graduate	NOUN
epaa-7254	63	15	to	to	ADP
epaa-7254	63	16	the	the	DET
epaa-7254	63	17	teaching	teaching	NOUN
epaa-7254	63	18	profession	profession	NOUN
epaa-7254	63	19	each	each	DET
epaa-7254	63	20	year	year	NOUN
epaa-7254	63	21	.	.	PUNCT
epaa-7254	64	1	a	a	DET
epaa-7254	64	2	competitive	competitive	ADJ
epaa-7254	64	3	federal	federal	ADJ
epaa-7254	64	4	scholarship	scholarship	NOUN
epaa-7254	64	5	program	program	NOUN
epaa-7254	64	6	would	would	AUX
epaa-7254	64	7	allow	allow	VERB
epaa-7254	64	8	bright	bright	ADJ
epaa-7254	64	9	,	,	PUNCT
epaa-7254	64	10	motivated	motivated	ADJ
epaa-7254	64	11	students	student	NOUN
epaa-7254	64	12	to	to	PART
epaa-7254	64	13	earn	earn	VERB
epaa-7254	64	14	bachelors	bachelor	NOUN
epaa-7254	64	15	’	'	PUNCT
epaa-7254	64	16	degrees	degree	NOUN
epaa-7254	64	17	in	in	ADP
epaa-7254	64	18	science	science	NOUN
epaa-7254	64	19	,	,	PUNCT
epaa-7254	64	20	engineering	engineering	NOUN
epaa-7254	64	21	,	,	PUNCT
epaa-7254	64	22	and	and	CCONJ
epaa-7254	64	23	mathematics	mathematic	NOUN
epaa-7254	64	24	with	with	ADP
epaa-7254	64	25	concurrent	concurrent	ADJ
epaa-7254	64	26	certification	certification	NOUN
epaa-7254	64	27	as	as	ADP
epaa-7254	64	28	k–12	k–12	PROPN
epaa-7254	64	29	mathematics	mathematics	PROPN
epaa-7254	64	30	and	and	CCONJ
epaa-7254	64	31	science	science	NOUN
epaa-7254	64	32	teachers	teacher	NOUN
epaa-7254	64	33	.	.	PUNCT
epaa-7254	65	1	students	student	NOUN
epaa-7254	65	2	could	could	AUX
epaa-7254	65	3	enter	enter	VERB
epaa-7254	65	4	the	the	DET
epaa-7254	65	5	program	program	NOUN
epaa-7254	65	6	at	at	ADP
epaa-7254	65	7	any	any	PRON
epaa-7254	65	8	of	of	ADP
epaa-7254	65	9	several	several	ADJ
epaa-7254	65	10	points	point	NOUN
epaa-7254	65	11	and	and	CCONJ
epaa-7254	65	12	would	would	AUX
epaa-7254	65	13	receive	receive	VERB
epaa-7254	65	14	annual	annual	ADJ
epaa-7254	65	15	scholarships	scholarship	NOUN
epaa-7254	65	16	of	of	ADP
epaa-7254	65	17	up	up	ADP
epaa-7254	65	18	to	to	PART
epaa-7254	65	19	$	$	SYM
epaa-7254	65	20	20,000	20,000	NUM
epaa-7254	65	21	per	per	ADP
epaa-7254	65	22	year	year	NOUN
epaa-7254	65	23	in	in	ADP
epaa-7254	65	24	the	the	DET
epaa-7254	65	25	program	program	NOUN
epaa-7254	65	26	for	for	ADP
epaa-7254	65	27	tuition	tuition	NOUN
epaa-7254	65	28	and	and	CCONJ
epaa-7254	65	29	qualified	qualified	ADJ
epaa-7254	65	30	educational	educational	ADJ
epaa-7254	65	31	expenses	expense	NOUN
epaa-7254	65	32	.	.	PUNCT
epaa-7254	66	1	awards	award	NOUN
epaa-7254	66	2	would	would	AUX
epaa-7254	66	3	be	be	AUX
epaa-7254	66	4	given	give	VERB
epaa-7254	66	5	on	on	ADP
epaa-7254	66	6	the	the	DET
epaa-7254	66	7	basis	basis	NOUN
epaa-7254	66	8	of	of	ADP
epaa-7254	66	9	academic	academic	ADJ
epaa-7254	66	10	merit	merit	NOUN
epaa-7254	66	11	.	.	PUNCT
epaa-7254	67	1	each	each	DET
epaa-7254	67	2	scholarship	scholarship	NOUN
epaa-7254	67	3	would	would	AUX
epaa-7254	67	4	carry	carry	VERB
epaa-7254	67	5	a	a	DET
epaa-7254	67	6	5	5	NUM
epaa-7254	67	7	-	-	PUNCT
epaa-7254	67	8	year	year	NOUN
epaa-7254	67	9	postgraduate	postgraduate	NOUN
epaa-7254	67	10	commitment	commitment	NOUN
epaa-7254	67	11	to	to	PART
epaa-7254	67	12	teach	teach	VERB
epaa-7254	67	13	in	in	ADP
epaa-7254	67	14	a	a	DET
epaa-7254	67	15	public	public	ADJ
epaa-7254	67	16	school	school	NOUN
epaa-7254	67	17	.	.	PUNCT
epaa-7254	68	1	the	the	DET
epaa-7254	68	2	annual	annual	ADJ
epaa-7254	68	3	investment	investment	NOUN
epaa-7254	68	4	in	in	ADP
epaa-7254	68	5	such	such	ADJ
epaa-7254	68	6	scholarships	scholarship	NOUN
epaa-7254	68	7	at	at	ADP
epaa-7254	68	8	steady	steady	ADJ
epaa-7254	68	9	state	state	NOUN
epaa-7254	68	10	would	would	AUX
epaa-7254	68	11	be	be	AUX
epaa-7254	68	12	$	$	SYM
epaa-7254	68	13	400	400	NUM
epaa-7254	68	14	million	million	NUM
epaa-7254	68	15	to	to	PART
epaa-7254	68	16	$	$	SYM
epaa-7254	68	17	800	800	NUM
epaa-7254	68	18	million	million	NUM
epaa-7254	68	19	.	.	PUNCT
epaa-7254	69	1	(	(	PUNCT
epaa-7254	69	2	national	national	PROPN
epaa-7254	69	3	research	research	PROPN
epaa-7254	69	4	council	council	PROPN
epaa-7254	69	5	,	,	PUNCT
epaa-7254	69	6	2005	2005	NUM
epaa-7254	69	7	p.	p.	NOUN
epaa-7254	69	8	115	115	NUM
epaa-7254	69	9	)	)	PUNCT
epaa-7254	69	10	toward	toward	ADP
epaa-7254	69	11	this	this	DET
epaa-7254	69	12	end	end	NOUN
epaa-7254	69	13	,	,	PUNCT
epaa-7254	69	14	since	since	SCONJ
epaa-7254	69	15	2002	2002	NUM
epaa-7254	69	16	,	,	PUNCT
epaa-7254	69	17	congress	congress	PROPN
epaa-7254	69	18	has	have	AUX
epaa-7254	69	19	appropriated	appropriate	VERB
epaa-7254	69	20	funds	fund	NOUN
epaa-7254	69	21	for	for	ADP
epaa-7254	69	22	the	the	DET
epaa-7254	69	23	robert	robert	PROPN
epaa-7254	69	24	f.	f.	PROPN
epaa-7254	69	25	noyce	noyce	PROPN
epaa-7254	69	26	scholarship	scholarship	PROPN
epaa-7254	69	27	program	program	PROPN
epaa-7254	69	28	,	,	PUNCT
epaa-7254	69	29	administered	administer	VERB
epaa-7254	69	30	through	through	ADP
epaa-7254	69	31	the	the	DET
epaa-7254	69	32	national	national	PROPN
epaa-7254	69	33	science	science	PROPN
epaa-7254	69	34	foundation	foundation	PROPN
epaa-7254	69	35	(	(	PUNCT
epaa-7254	69	36	nsf	nsf	NOUN
epaa-7254	69	37	)	)	PUNCT
epaa-7254	69	38	.	.	PUNCT
epaa-7254	70	1	figure	figure	VERB
epaa-7254	70	2	1	1	NUM
epaa-7254	70	3	sketches	sketch	NOUN
epaa-7254	70	4	a	a	DET
epaa-7254	70	5	theory	theory	NOUN
epaa-7254	70	6	of	of	ADP
epaa-7254	70	7	action	action	NOUN
epaa-7254	70	8	for	for	ADP
epaa-7254	70	9	the	the	DET
epaa-7254	70	10	scholarship	scholarship	NOUN
epaa-7254	70	11	program	program	NOUN
epaa-7254	70	12	,	,	PUNCT
epaa-7254	70	13	displaying	display	VERB
epaa-7254	70	14	some	some	PRON
epaa-7254	70	15	of	of	ADP
epaa-7254	70	16	the	the	DET
epaa-7254	70	17	rationales	rationale	NOUN
epaa-7254	70	18	for	for	ADP
epaa-7254	70	19	program	program	NOUN
epaa-7254	70	20	choices	choice	NOUN
epaa-7254	70	21	,	,	PUNCT
epaa-7254	70	22	inputs	input	NOUN
epaa-7254	70	23	assumed	assume	VERB
epaa-7254	70	24	to	to	PART
epaa-7254	70	25	be	be	AUX
epaa-7254	70	26	available	available	ADJ
epaa-7254	70	27	,	,	PUNCT
epaa-7254	70	28	main	main	ADJ
epaa-7254	70	29	activities	activity	NOUN
epaa-7254	70	30	carried	carry	VERB
epaa-7254	70	31	out	out	ADP
epaa-7254	70	32	,	,	PUNCT
epaa-7254	70	33	indicators	indicator	NOUN
epaa-7254	70	34	used	use	VERB
epaa-7254	70	35	to	to	PART
epaa-7254	70	36	monitor	monitor	VERB
epaa-7254	70	37	success	success	NOUN
epaa-7254	70	38	,	,	PUNCT
epaa-7254	70	39	and	and	CCONJ
epaa-7254	70	40	desired	desire	VERB
epaa-7254	70	41	outcomes	outcome	NOUN
epaa-7254	70	42	.	.	PUNCT
epaa-7254	71	1	noyce	noyce	PROPN
epaa-7254	71	2	outcomes	outcome	NOUN
epaa-7254	71	3	in	in	ADP
epaa-7254	71	4	texas	texas	PROPN
epaa-7254	71	5	5	5	NUM
epaa-7254	71	6	figure	figure	NOUN
epaa-7254	71	7	1	1	NUM
epaa-7254	71	8	theory	theory	NOUN
epaa-7254	71	9	of	of	ADP
epaa-7254	71	10	action	action	NOUN
epaa-7254	71	11	for	for	ADP
epaa-7254	71	12	the	the	DET
epaa-7254	71	13	noyce	noyce	PROPN
epaa-7254	71	14	scholarship	scholarship	PROPN
epaa-7254	71	15	program	program	NOUN
epaa-7254	71	16	expenditures	expenditure	NOUN
epaa-7254	71	17	how	how	SCONJ
epaa-7254	71	18	much	much	ADJ
epaa-7254	71	19	has	have	AUX
epaa-7254	71	20	been	be	AUX
epaa-7254	71	21	spent	spend	VERB
epaa-7254	71	22	on	on	ADP
epaa-7254	71	23	the	the	DET
epaa-7254	71	24	noyce	noyce	PROPN
epaa-7254	71	25	scholarship	scholarship	PROPN
epaa-7254	71	26	program	program	NOUN
epaa-7254	71	27	?	?	PUNCT
epaa-7254	72	1	congress	congress	PROPN
epaa-7254	72	2	authorized	authorize	VERB
epaa-7254	72	3	$	$	SYM
epaa-7254	72	4	20	20	NUM
epaa-7254	72	5	million	million	NUM
epaa-7254	72	6	for	for	ADP
epaa-7254	72	7	it	it	PRON
epaa-7254	72	8	as	as	ADP
epaa-7254	72	9	part	part	NOUN
epaa-7254	72	10	of	of	ADP
epaa-7254	72	11	the	the	DET
epaa-7254	72	12	national	national	PROPN
epaa-7254	72	13	science	science	PROPN
epaa-7254	72	14	foundation	foundation	PROPN
epaa-7254	72	15	authorization	authorization	PROPN
epaa-7254	72	16	act	act	NOUN
epaa-7254	72	17	of	of	ADP
epaa-7254	72	18	2002	2002	NUM
epaa-7254	72	19	(	(	PUNCT
epaa-7254	72	20	107th	107th	ADJ
epaa-7254	72	21	congress	congress	PROPN
epaa-7254	72	22	,	,	PUNCT
epaa-7254	72	23	2002	2002	NUM
epaa-7254	72	24	)	)	PUNCT
epaa-7254	72	25	.	.	PUNCT
epaa-7254	73	1	on	on	ADP
epaa-7254	73	2	the	the	DET
epaa-7254	73	3	nsf	nsf	PROPN
epaa-7254	73	4	side	side	NOUN
epaa-7254	73	5	,	,	PUNCT
epaa-7254	73	6	the	the	DET
epaa-7254	73	7	noyce	noyce	PROPN
epaa-7254	73	8	program	program	PROPN
epaa-7254	73	9	appears	appear	VERB
epaa-7254	73	10	for	for	ADP
epaa-7254	73	11	the	the	DET
epaa-7254	73	12	first	first	ADJ
epaa-7254	73	13	time	time	NOUN
epaa-7254	73	14	in	in	ADP
epaa-7254	73	15	the	the	DET
epaa-7254	73	16	request	request	NOUN
epaa-7254	73	17	to	to	ADP
epaa-7254	73	18	congress	congress	PROPN
epaa-7254	73	19	for	for	ADP
epaa-7254	73	20	the	the	DET
epaa-7254	73	21	2003	2003	NUM
epaa-7254	73	22	fiscal	fiscal	ADJ
epaa-7254	73	23	year	year	NOUN
epaa-7254	73	24	,	,	PUNCT
epaa-7254	73	25	when	when	SCONJ
epaa-7254	73	26	$	$	SYM
epaa-7254	73	27	4	4	NUM
epaa-7254	73	28	million	million	NUM
epaa-7254	73	29	was	be	AUX
epaa-7254	73	30	requested	request	VERB
epaa-7254	73	31	,	,	PUNCT
epaa-7254	73	32	20	20	NUM
epaa-7254	73	33	%	%	NOUN
epaa-7254	73	34	of	of	ADP
epaa-7254	73	35	$	$	SYM
epaa-7254	73	36	20	20	NUM
epaa-7254	73	37	million	million	NUM
epaa-7254	73	38	congress	congress	PROPN
epaa-7254	73	39	had	have	AUX
epaa-7254	73	40	authorized	authorize	VERB
epaa-7254	73	41	(	(	PUNCT
epaa-7254	73	42	national	national	PROPN
epaa-7254	73	43	science	science	PROPN
epaa-7254	73	44	foundation	foundation	PROPN
epaa-7254	73	45	,	,	PUNCT
epaa-7254	73	46	2003	2003	NUM
epaa-7254	73	47	)	)	PUNCT
epaa-7254	73	48	,	,	PUNCT
epaa-7254	73	49	and	and	CCONJ
epaa-7254	73	50	1	1	NUM
epaa-7254	73	51	%	%	NOUN
epaa-7254	73	52	of	of	ADP
epaa-7254	73	53	the	the	DET
epaa-7254	73	54	minimum	minimum	NOUN
epaa-7254	73	55	advocated	advocate	VERB
epaa-7254	73	56	by	by	ADP
epaa-7254	73	57	gathering	gather	VERB
epaa-7254	73	58	storm	storm	NOUN
epaa-7254	73	59	.	.	PUNCT
epaa-7254	74	1	the	the	DET
epaa-7254	74	2	noyce	noyce	PROPN
epaa-7254	74	3	program	program	PROPN
epaa-7254	74	4	was	be	AUX
epaa-7254	74	5	authorized	authorize	VERB
epaa-7254	74	6	again	again	ADV
epaa-7254	74	7	in	in	ADP
epaa-7254	74	8	the	the	DET
epaa-7254	74	9	2007	2007	NUM
epaa-7254	74	10	competes	compete	NOUN
epaa-7254	74	11	act	act	NOUN
epaa-7254	74	12	(	(	PUNCT
epaa-7254	74	13	competes	compete	VERB
epaa-7254	74	14	act	act	PROPN
epaa-7254	74	15	,	,	PUNCT
epaa-7254	74	16	2007	2007	NUM
epaa-7254	74	17	)	)	PUNCT
epaa-7254	74	18	with	with	ADP
epaa-7254	74	19	$	$	SYM
epaa-7254	74	20	89.8	89.8	NUM
epaa-7254	74	21	million	million	NUM
epaa-7254	74	22	authorized	authorize	VERB
epaa-7254	74	23	to	to	PART
epaa-7254	74	24	be	be	AUX
epaa-7254	74	25	appropriated	appropriate	VERB
epaa-7254	74	26	per	per	ADP
epaa-7254	74	27	year	year	NOUN
epaa-7254	74	28	.	.	PUNCT
epaa-7254	75	1	funding	funding	NOUN
epaa-7254	75	2	never	never	ADV
epaa-7254	75	3	reached	reach	VERB
epaa-7254	75	4	the	the	DET
epaa-7254	75	5	authorized	authorized	ADJ
epaa-7254	75	6	level	level	NOUN
epaa-7254	75	7	,	,	PUNCT
epaa-7254	75	8	but	but	CCONJ
epaa-7254	75	9	it	it	PRON
epaa-7254	75	10	increased	increase	VERB
epaa-7254	75	11	to	to	ADP
epaa-7254	75	12	around	around	ADP
epaa-7254	75	13	$	$	SYM
epaa-7254	75	14	50	50	NUM
epaa-7254	75	15	million	million	NUM
epaa-7254	75	16	/	/	SYM
epaa-7254	75	17	year	year	NOUN
epaa-7254	75	18	by	by	ADP
epaa-7254	75	19	2010	2010	NUM
epaa-7254	75	20	,	,	PUNCT
epaa-7254	75	21	$	$	SYM
epaa-7254	75	22	58	58	NUM
epaa-7254	75	23	million	million	NUM
epaa-7254	75	24	/	/	SYM
epaa-7254	75	25	year	year	NOUN
epaa-7254	75	26	by	by	ADP
epaa-7254	75	27	2019	2019	NUM
epaa-7254	75	28	,	,	PUNCT
epaa-7254	75	29	and	and	CCONJ
epaa-7254	75	30	$	$	SYM
epaa-7254	75	31	67	67	NUM
epaa-7254	75	32	million	million	NUM
epaa-7254	75	33	/	/	SYM
epaa-7254	75	34	year	year	NOUN
epaa-7254	75	35	by	by	ADP
epaa-7254	75	36	2021	2021	NUM
epaa-7254	75	37	.	.	PUNCT
epaa-7254	76	1	the	the	DET
epaa-7254	76	2	total	total	ADJ
epaa-7254	76	3	amount	amount	NOUN
epaa-7254	76	4	spent	spend	VERB
epaa-7254	76	5	on	on	ADP
epaa-7254	76	6	noyce	noyce	PROPN
epaa-7254	76	7	scholarships	scholarship	NOUN
epaa-7254	76	8	is	be	AUX
epaa-7254	76	9	not	not	PART
epaa-7254	76	10	completely	completely	ADV
epaa-7254	76	11	straightforward	straightforward	ADJ
epaa-7254	76	12	to	to	PART
epaa-7254	76	13	estimate	estimate	VERB
epaa-7254	76	14	.	.	PUNCT
epaa-7254	77	1	if	if	SCONJ
epaa-7254	77	2	one	one	PRON
epaa-7254	77	3	adds	add	VERB
epaa-7254	77	4	up	up	ADP
epaa-7254	77	5	the	the	DET
epaa-7254	77	6	total	total	ADJ
epaa-7254	77	7	amount	amount	NOUN
epaa-7254	77	8	in	in	ADP
epaa-7254	77	9	noyce	noyce	PROPN
epaa-7254	77	10	requests	request	NOUN
epaa-7254	77	11	for	for	ADP
epaa-7254	77	12	proposals	proposal	NOUN
epaa-7254	77	13	through	through	ADP
epaa-7254	77	14	2019	2019	NUM
epaa-7254	77	15	,	,	PUNCT
epaa-7254	77	16	the	the	DET
epaa-7254	77	17	sum	sum	NOUN
epaa-7254	77	18	comes	come	VERB
epaa-7254	77	19	to	to	ADP
epaa-7254	77	20	$	$	SYM
epaa-7254	77	21	608	608	NUM
epaa-7254	77	22	million	million	NUM
epaa-7254	77	23	.	.	PUNCT
epaa-7254	78	1	alternatively	alternatively	ADV
epaa-7254	78	2	,	,	PUNCT
epaa-7254	78	3	if	if	SCONJ
epaa-7254	78	4	one	one	PRON
epaa-7254	78	5	adds	add	VERB
epaa-7254	78	6	the	the	DET
epaa-7254	78	7	total	total	ADJ
epaa-7254	78	8	amount	amount	NOUN
epaa-7254	78	9	in	in	ADP
epaa-7254	78	10	committed	committed	ADJ
epaa-7254	78	11	awards	award	NOUN
epaa-7254	78	12	to	to	PART
epaa-7254	78	13	programs	program	NOUN
epaa-7254	78	14	the	the	DET
epaa-7254	78	15	nsf	nsf	PROPN
epaa-7254	78	16	codes	code	NOUN
epaa-7254	78	17	as	as	ADP
epaa-7254	78	18	noyce	noyce	NOUN
epaa-7254	78	19	alone	alone	ADJ
epaa-7254	78	20	through	through	ADP
epaa-7254	78	21	2019	2019	NUM
epaa-7254	78	22	,	,	PUNCT
epaa-7254	78	23	the	the	DET
epaa-7254	78	24	sum	sum	NOUN
epaa-7254	78	25	comes	come	VERB
epaa-7254	78	26	to	to	ADP
epaa-7254	78	27	$	$	SYM
epaa-7254	78	28	716	716	NUM
epaa-7254	78	29	million	million	NUM
epaa-7254	78	30	,	,	PUNCT
epaa-7254	78	31	with	with	ADP
epaa-7254	78	32	another	another	DET
epaa-7254	78	33	$	$	SYM
epaa-7254	78	34	467	467	NUM
epaa-7254	78	35	million	million	NUM
epaa-7254	78	36	committed	commit	VERB
epaa-7254	78	37	to	to	ADP
epaa-7254	78	38	awards	award	NOUN
epaa-7254	78	39	with	with	ADP
epaa-7254	78	40	multiple	multiple	ADJ
epaa-7254	78	41	funding	funding	NOUN
epaa-7254	78	42	sources	source	NOUN
epaa-7254	78	43	including	include	VERB
epaa-7254	78	44	noyce	noyce	PROPN
epaa-7254	78	45	.	.	PUNCT
epaa-7254	79	1	our	our	PRON
epaa-7254	79	2	inspection	inspection	NOUN
epaa-7254	79	3	of	of	ADP
epaa-7254	79	4	the	the	DET
epaa-7254	79	5	latter	latter	ADJ
epaa-7254	79	6	award	award	NOUN
epaa-7254	79	7	abstracts	abstract	NOUN
epaa-7254	79	8	indicates	indicate	VERB
epaa-7254	79	9	they	they	PRON
epaa-7254	79	10	do	do	AUX
epaa-7254	79	11	not	not	PART
epaa-7254	79	12	typically	typically	ADV
epaa-7254	79	13	include	include	VERB
epaa-7254	79	14	the	the	DET
epaa-7254	79	15	scholarships	scholarship	NOUN
epaa-7254	79	16	on	on	ADP
epaa-7254	79	17	which	which	PRON
epaa-7254	79	18	we	we	PRON
epaa-7254	79	19	focus	focus	VERB
epaa-7254	79	20	here	here	ADV
epaa-7254	79	21	,	,	PUNCT
epaa-7254	79	22	so	so	ADV
epaa-7254	79	23	we	we	PRON
epaa-7254	79	24	suggest	suggest	VERB
epaa-7254	79	25	the	the	DET
epaa-7254	79	26	amount	amount	NOUN
epaa-7254	79	27	spent	spend	VERB
epaa-7254	79	28	on	on	ADP
epaa-7254	79	29	noyce	noyce	PROPN
epaa-7254	79	30	scholarship	scholarship	NOUN
epaa-7254	79	31	programs	program	NOUN
epaa-7254	79	32	through	through	ADP
epaa-7254	79	33	2019	2019	NUM
epaa-7254	79	34	was	be	AUX
epaa-7254	79	35	around	around	ADV
epaa-7254	79	36	$	$	SYM
epaa-7254	79	37	700	700	NUM
epaa-7254	79	38	million	million	NUM
epaa-7254	79	39	.	.	PUNCT
epaa-7254	80	1	the	the	DET
epaa-7254	80	2	reason	reason	NOUN
epaa-7254	80	3	we	we	PRON
epaa-7254	80	4	describe	describe	VERB
epaa-7254	80	5	noyce	noyce	NOUN
epaa-7254	80	6	expenditures	expenditure	NOUN
epaa-7254	80	7	through	through	ADP
epaa-7254	80	8	2019	2019	NUM
epaa-7254	80	9	is	be	AUX
epaa-7254	80	10	that	that	SCONJ
epaa-7254	80	11	we	we	PRON
epaa-7254	80	12	know	know	VERB
epaa-7254	80	13	that	that	SCONJ
epaa-7254	80	14	between	between	ADP
epaa-7254	80	15	2002	2002	NUM
epaa-7254	80	16	and	and	CCONJ
epaa-7254	80	17	fall	fall	VERB
epaa-7254	80	18	2019	2019	NUM
epaa-7254	80	19	,	,	PUNCT
epaa-7254	80	20	the	the	DET
epaa-7254	80	21	noyce	noyce	PROPN
epaa-7254	80	22	program	program	PROPN
epaa-7254	80	23	supported	support	VERB
epaa-7254	80	24	approximately	approximately	ADV
epaa-7254	80	25	12,000	12,000	NUM
epaa-7254	80	26	stem	stem	NOUN
epaa-7254	80	27	teacher	teacher	NOUN
epaa-7254	80	28	candidates	candidate	NOUN
epaa-7254	80	29	(	(	PUNCT
epaa-7254	80	30	hobson	hobson	PROPN
epaa-7254	80	31	hargraves	hargrave	NOUN
epaa-7254	80	32	,	,	PUNCT
epaa-7254	80	33	2022	2022	NUM
epaa-7254	80	34	)	)	PUNCT
epaa-7254	80	35	.	.	PUNCT
epaa-7254	81	1	comparison	comparison	NOUN
epaa-7254	81	2	of	of	ADP
epaa-7254	81	3	this	this	DET
epaa-7254	81	4	number	number	NOUN
epaa-7254	81	5	with	with	ADP
epaa-7254	81	6	the	the	DET
epaa-7254	81	7	roughly	roughly	ADV
epaa-7254	81	8	$	$	SYM
epaa-7254	81	9	700	700	NUM
epaa-7254	81	10	million	million	NUM
epaa-7254	81	11	expended	expend	VERB
epaa-7254	81	12	education	education	NOUN
epaa-7254	81	13	policy	policy	NOUN
epaa-7254	81	14	analysis	analysis	NOUN
epaa-7254	81	15	archives	archive	NOUN
epaa-7254	81	16	vol	vol	NOUN
epaa-7254	81	17	.	.	PROPN
epaa-7254	81	18	30	30	NUM
epaa-7254	81	19	no	no	NOUN
epaa-7254	81	20	.	.	NOUN
epaa-7254	82	1	147	147	NUM
epaa-7254	82	2	6	6	NUM
epaa-7254	82	3	gives	give	VERB
epaa-7254	82	4	some	some	DET
epaa-7254	82	5	sense	sense	NOUN
epaa-7254	82	6	of	of	ADP
epaa-7254	82	7	the	the	DET
epaa-7254	82	8	cost	cost	NOUN
epaa-7254	82	9	effectiveness	effectiveness	NOUN
epaa-7254	82	10	of	of	ADP
epaa-7254	82	11	the	the	DET
epaa-7254	82	12	effort	effort	NOUN
epaa-7254	82	13	:	:	PUNCT
epaa-7254	82	14	$	$	SYM
epaa-7254	82	15	60,000	60,000	NUM
epaa-7254	82	16	per	per	ADP
epaa-7254	82	17	teacher	teacher	NOUN
epaa-7254	82	18	.	.	PUNCT
epaa-7254	83	1	we	we	PRON
epaa-7254	83	2	acknowledge	acknowledge	VERB
epaa-7254	83	3	that	that	SCONJ
epaa-7254	83	4	our	our	PRON
epaa-7254	83	5	estimate	estimate	NOUN
epaa-7254	83	6	is	be	AUX
epaa-7254	83	7	imprecise	imprecise	ADV
epaa-7254	83	8	,	,	PUNCT
epaa-7254	83	9	for	for	SCONJ
epaa-7254	83	10	we	we	PRON
epaa-7254	83	11	do	do	AUX
epaa-7254	83	12	not	not	PART
epaa-7254	83	13	know	know	VERB
epaa-7254	83	14	how	how	SCONJ
epaa-7254	83	15	many	many	ADJ
epaa-7254	83	16	of	of	ADP
epaa-7254	83	17	the	the	DET
epaa-7254	83	18	supported	support	VERB
epaa-7254	83	19	candidates	candidate	NOUN
epaa-7254	83	20	taught	teach	VERB
epaa-7254	83	21	,	,	PUNCT
epaa-7254	83	22	or	or	CCONJ
epaa-7254	83	23	for	for	ADP
epaa-7254	83	24	long	long	ADV
epaa-7254	83	25	,	,	PUNCT
epaa-7254	83	26	or	or	CCONJ
epaa-7254	83	27	in	in	ADP
epaa-7254	83	28	which	which	PRON
epaa-7254	83	29	schools	school	NOUN
epaa-7254	83	30	,	,	PUNCT
epaa-7254	83	31	nor	nor	CCONJ
epaa-7254	83	32	what	what	DET
epaa-7254	83	33	fractions	fraction	NOUN
epaa-7254	83	34	of	of	ADP
epaa-7254	83	35	the	the	DET
epaa-7254	83	36	grants	grant	NOUN
epaa-7254	83	37	went	go	VERB
epaa-7254	83	38	for	for	ADP
epaa-7254	83	39	scholarships	scholarship	NOUN
epaa-7254	83	40	or	or	CCONJ
epaa-7254	83	41	for	for	ADP
epaa-7254	83	42	program	program	NOUN
epaa-7254	83	43	building	building	NOUN
epaa-7254	83	44	.	.	PUNCT
epaa-7254	84	1	structure	structure	NOUN
epaa-7254	84	2	the	the	DET
epaa-7254	84	3	noyce	noyce	PROPN
epaa-7254	84	4	scholarship	scholarship	PROPN
epaa-7254	84	5	program	program	NOUN
epaa-7254	84	6	has	have	AUX
epaa-7254	84	7	had	have	VERB
epaa-7254	84	8	many	many	ADJ
epaa-7254	84	9	tracks	track	NOUN
epaa-7254	84	10	with	with	ADP
epaa-7254	84	11	different	different	ADJ
epaa-7254	84	12	detailed	detailed	ADJ
epaa-7254	84	13	requirements	requirement	NOUN
epaa-7254	84	14	over	over	ADP
epaa-7254	84	15	the	the	DET
epaa-7254	84	16	years	year	NOUN
epaa-7254	84	17	,	,	PUNCT
epaa-7254	84	18	but	but	CCONJ
epaa-7254	84	19	there	there	PRON
epaa-7254	84	20	is	be	VERB
epaa-7254	84	21	a	a	DET
epaa-7254	84	22	consistent	consistent	ADJ
epaa-7254	84	23	theme	theme	NOUN
epaa-7254	84	24	and	and	CCONJ
epaa-7254	84	25	purpose	purpose	NOUN
epaa-7254	84	26	underlying	underlie	VERB
epaa-7254	84	27	them	they	PRON
epaa-7254	84	28	.	.	PUNCT
epaa-7254	85	1	we	we	PRON
epaa-7254	85	2	quote	quote	VERB
epaa-7254	85	3	a	a	DET
epaa-7254	85	4	recent	recent	ADJ
epaa-7254	85	5	nsf	nsf	ADJ
epaa-7254	85	6	description	description	NOUN
epaa-7254	85	7	of	of	ADP
epaa-7254	85	8	the	the	DET
epaa-7254	85	9	noyce	noyce	PROPN
epaa-7254	85	10	program	program	PROPN
epaa-7254	85	11	:	:	PUNCT
epaa-7254	85	12	the	the	DET
epaa-7254	85	13	robert	robert	PROPN
epaa-7254	85	14	noyce	noyce	PROPN
epaa-7254	85	15	teacher	teacher	PROPN
epaa-7254	85	16	scholarship	scholarship	NOUN
epaa-7254	85	17	program	program	NOUN
epaa-7254	85	18	responds	respond	VERB
epaa-7254	85	19	to	to	ADP
epaa-7254	85	20	the	the	DET
epaa-7254	85	21	critical	critical	ADJ
epaa-7254	85	22	need	need	NOUN
epaa-7254	85	23	for	for	ADP
epaa-7254	85	24	highly	highly	ADV
epaa-7254	85	25	effective	effective	ADJ
epaa-7254	85	26	k-12	k-12	NOUN
epaa-7254	85	27	mathematics	mathematic	NOUN
epaa-7254	85	28	,	,	PUNCT
epaa-7254	85	29	science	science	NOUN
epaa-7254	85	30	(	(	PUNCT
epaa-7254	85	31	including	include	VERB
epaa-7254	85	32	computer	computer	NOUN
epaa-7254	85	33	science	science	NOUN
epaa-7254	85	34	)	)	PUNCT
epaa-7254	85	35	,	,	PUNCT
epaa-7254	85	36	and	and	CCONJ
epaa-7254	85	37	engineering	engineering	NOUN
epaa-7254	85	38	teachers	teacher	NOUN
epaa-7254	85	39	.	.	PUNCT
epaa-7254	86	1	the	the	DET
epaa-7254	86	2	program	program	NOUN
epaa-7254	86	3	seeks	seek	VERB
epaa-7254	86	4	to	to	PART
epaa-7254	86	5	encourage	encourage	VERB
epaa-7254	86	6	institutions	institution	NOUN
epaa-7254	86	7	of	of	ADP
epaa-7254	86	8	higher	high	ADJ
epaa-7254	86	9	education	education	NOUN
epaa-7254	86	10	to	to	PART
epaa-7254	86	11	develop	develop	VERB
epaa-7254	86	12	and	and	CCONJ
epaa-7254	86	13	sustain	sustain	VERB
epaa-7254	86	14	a	a	DET
epaa-7254	86	15	culture	culture	NOUN
epaa-7254	86	16	where	where	SCONJ
epaa-7254	86	17	undergraduate	undergraduate	NOUN
epaa-7254	86	18	stem	stem	NOUN
epaa-7254	86	19	majors	major	NOUN
epaa-7254	86	20	and	and	CCONJ
epaa-7254	86	21	stem	stem	NOUN
epaa-7254	86	22	professionals	professional	NOUN
epaa-7254	86	23	,	,	PUNCT
epaa-7254	86	24	especially	especially	ADV
epaa-7254	86	25	those	those	PRON
epaa-7254	86	26	of	of	ADP
epaa-7254	86	27	the	the	DET
epaa-7254	86	28	highest	high	ADJ
epaa-7254	86	29	achievement	achievement	NOUN
epaa-7254	86	30	and	and	CCONJ
epaa-7254	86	31	ability	ability	NOUN
epaa-7254	86	32	who	who	PRON
epaa-7254	86	33	might	might	AUX
epaa-7254	86	34	otherwise	otherwise	ADV
epaa-7254	86	35	not	not	PART
epaa-7254	86	36	have	have	AUX
epaa-7254	86	37	considered	consider	VERB
epaa-7254	86	38	a	a	DET
epaa-7254	86	39	career	career	NOUN
epaa-7254	86	40	in	in	ADP
epaa-7254	86	41	k-12	k-12	PROPN
epaa-7254	86	42	teaching	teaching	NOUN
epaa-7254	86	43	,	,	PUNCT
epaa-7254	86	44	are	be	AUX
epaa-7254	86	45	encouraged	encourage	VERB
epaa-7254	86	46	and	and	CCONJ
epaa-7254	86	47	supported	support	VERB
epaa-7254	86	48	to	to	PART
epaa-7254	86	49	become	become	VERB
epaa-7254	86	50	teachers	teacher	NOUN
epaa-7254	86	51	in	in	ADP
epaa-7254	86	52	high	high	ADJ
epaa-7254	86	53	-	-	PUNCT
epaa-7254	86	54	need	need	NOUN
epaa-7254	86	55	local	local	ADJ
epaa-7254	86	56	educational	educational	ADJ
epaa-7254	86	57	agencies	agency	NOUN
epaa-7254	86	58	(	(	PUNCT
epaa-7254	86	59	national	national	PROPN
epaa-7254	86	60	science	science	PROPN
epaa-7254	86	61	foundation	foundation	PROPN
epaa-7254	86	62	,	,	PUNCT
epaa-7254	86	63	2017	2017	NUM
epaa-7254	86	64	)	)	PUNCT
epaa-7254	86	65	.	.	PUNCT
epaa-7254	87	1	here	here	ADV
epaa-7254	87	2	we	we	PRON
epaa-7254	87	3	will	will	AUX
epaa-7254	87	4	focus	focus	VERB
epaa-7254	87	5	on	on	ADP
epaa-7254	87	6	tracks	track	NOUN
epaa-7254	87	7	providing	provide	VERB
epaa-7254	87	8	scholarships	scholarship	NOUN
epaa-7254	87	9	and	and	CCONJ
epaa-7254	87	10	stipends	stipend	NOUN
epaa-7254	87	11	.	.	PUNCT
epaa-7254	88	1	these	these	PRON
epaa-7254	88	2	were	be	AUX
epaa-7254	88	3	the	the	DET
epaa-7254	88	4	earliest	early	ADJ
epaa-7254	88	5	forms	form	NOUN
epaa-7254	88	6	of	of	ADP
epaa-7254	88	7	the	the	DET
epaa-7254	88	8	program	program	NOUN
epaa-7254	88	9	and	and	CCONJ
epaa-7254	88	10	are	be	AUX
epaa-7254	88	11	the	the	DET
epaa-7254	88	12	types	type	NOUN
epaa-7254	88	13	of	of	ADP
epaa-7254	88	14	grants	grant	NOUN
epaa-7254	88	15	mainly	mainly	ADV
epaa-7254	88	16	received	receive	VERB
epaa-7254	88	17	by	by	ADP
epaa-7254	88	18	the	the	DET
epaa-7254	88	19	participants	participant	NOUN
epaa-7254	88	20	in	in	ADP
epaa-7254	88	21	this	this	DET
epaa-7254	88	22	study	study	NOUN
epaa-7254	88	23	.	.	PUNCT
epaa-7254	89	1	educator	educator	NOUN
epaa-7254	89	2	preparation	preparation	NOUN
epaa-7254	89	3	programs	program	NOUN
epaa-7254	89	4	apply	apply	VERB
epaa-7254	89	5	for	for	ADP
epaa-7254	89	6	them	they	PRON
epaa-7254	89	7	and	and	CCONJ
epaa-7254	89	8	if	if	SCONJ
epaa-7254	89	9	successful	successful	ADJ
epaa-7254	89	10	receive	receive	VERB
epaa-7254	89	11	roughly	roughly	ADV
epaa-7254	89	12	half	half	DET
epaa-7254	89	13	a	a	DET
epaa-7254	89	14	million	million	NUM
epaa-7254	89	15	to	to	PART
epaa-7254	89	16	1.5	1.5	NUM
epaa-7254	89	17	million	million	NUM
epaa-7254	89	18	dollars	dollar	NOUN
epaa-7254	89	19	over	over	ADP
epaa-7254	89	20	five	five	NUM
epaa-7254	89	21	years	year	NOUN
epaa-7254	89	22	to	to	PART
epaa-7254	89	23	support	support	VERB
epaa-7254	89	24	scholarships	scholarship	NOUN
epaa-7254	89	25	and	and	CCONJ
epaa-7254	89	26	program	program	NOUN
epaa-7254	89	27	improvement	improvement	NOUN
epaa-7254	89	28	.	.	PUNCT
epaa-7254	90	1	noyce	noyce	PROPN
epaa-7254	90	2	scholarship	scholarship	PROPN
epaa-7254	90	3	and	and	CCONJ
epaa-7254	90	4	stipend	stipend	NOUN
epaa-7254	90	5	grants	grant	NOUN
epaa-7254	90	6	must	must	AUX
epaa-7254	90	7	include	include	VERB
epaa-7254	90	8	scholarships	scholarship	NOUN
epaa-7254	90	9	for	for	ADP
epaa-7254	90	10	students	student	NOUN
epaa-7254	90	11	pursuing	pursue	VERB
epaa-7254	90	12	stem	stem	NOUN
epaa-7254	90	13	teacher	teacher	NOUN
epaa-7254	90	14	certification	certification	NOUN
epaa-7254	90	15	.	.	PUNCT
epaa-7254	91	1	for	for	ADP
epaa-7254	91	2	the	the	DET
epaa-7254	91	3	scholarship	scholarship	NOUN
epaa-7254	91	4	program	program	NOUN
epaa-7254	91	5	track	track	NOUN
epaa-7254	91	6	(	(	PUNCT
epaa-7254	91	7	up	up	ADP
epaa-7254	91	8	to	to	PART
epaa-7254	91	9	three	three	NUM
epaa-7254	91	10	years	year	NOUN
epaa-7254	91	11	of	of	ADP
epaa-7254	91	12	support	support	NOUN
epaa-7254	91	13	for	for	ADP
epaa-7254	91	14	undergraduates	undergraduate	NOUN
epaa-7254	91	15	)	)	PUNCT
epaa-7254	91	16	and	and	CCONJ
epaa-7254	91	17	stipend	stipend	PROPN
epaa-7254	91	18	program	program	NOUN
epaa-7254	91	19	track	track	NOUN
epaa-7254	91	20	(	(	PUNCT
epaa-7254	91	21	up	up	ADP
epaa-7254	91	22	to	to	PART
epaa-7254	91	23	one	one	NUM
epaa-7254	91	24	year	year	NOUN
epaa-7254	91	25	of	of	ADP
epaa-7254	91	26	support	support	NOUN
epaa-7254	91	27	for	for	ADP
epaa-7254	91	28	degree	degree	NOUN
epaa-7254	91	29	holders	holder	NOUN
epaa-7254	91	30	)	)	PUNCT
epaa-7254	91	31	,	,	PUNCT
epaa-7254	91	32	60	60	NUM
epaa-7254	91	33	%	%	NOUN
epaa-7254	91	34	of	of	ADP
epaa-7254	91	35	the	the	DET
epaa-7254	91	36	money	money	NOUN
epaa-7254	91	37	must	must	AUX
epaa-7254	91	38	be	be	AUX
epaa-7254	91	39	spent	spend	VERB
epaa-7254	91	40	on	on	ADP
epaa-7254	91	41	student	student	NOUN
epaa-7254	91	42	support	support	NOUN
epaa-7254	91	43	.	.	PUNCT
epaa-7254	92	1	degree	degree	NOUN
epaa-7254	92	2	holders	holder	NOUN
epaa-7254	92	3	are	be	AUX
epaa-7254	92	4	allowed	allow	VERB
epaa-7254	92	5	to	to	PART
epaa-7254	92	6	receive	receive	VERB
epaa-7254	92	7	a	a	DET
epaa-7254	92	8	year	year	NOUN
epaa-7254	92	9	of	of	ADP
epaa-7254	92	10	support	support	NOUN
epaa-7254	92	11	,	,	PUNCT
epaa-7254	92	12	while	while	SCONJ
epaa-7254	92	13	undergraduates	undergraduate	NOUN
epaa-7254	92	14	pursuing	pursue	VERB
epaa-7254	92	15	certification	certification	NOUN
epaa-7254	92	16	can	can	AUX
epaa-7254	92	17	receive	receive	VERB
epaa-7254	92	18	up	up	ADP
epaa-7254	92	19	to	to	PART
epaa-7254	92	20	three	three	NUM
epaa-7254	92	21	years	year	NOUN
epaa-7254	92	22	.	.	PUNCT
epaa-7254	93	1	it	it	PRON
epaa-7254	93	2	is	be	AUX
epaa-7254	93	3	permitted	permit	VERB
epaa-7254	93	4	to	to	PART
epaa-7254	93	5	provide	provide	VERB
epaa-7254	93	6	scholarships	scholarship	NOUN
epaa-7254	93	7	as	as	ADV
epaa-7254	93	8	large	large	ADJ
epaa-7254	93	9	as	as	ADP
epaa-7254	93	10	the	the	DET
epaa-7254	93	11	full	full	ADJ
epaa-7254	93	12	cost	cost	NOUN
epaa-7254	93	13	of	of	ADP
epaa-7254	93	14	attendance	attendance	NOUN
epaa-7254	93	15	,	,	PUNCT
epaa-7254	93	16	which	which	PRON
epaa-7254	93	17	is	be	AUX
epaa-7254	93	18	around	around	ADV
epaa-7254	93	19	$	$	SYM
epaa-7254	93	20	25,000	25,000	NUM
epaa-7254	93	21	/	/	SYM
epaa-7254	93	22	year	year	NOUN
epaa-7254	93	23	for	for	ADP
epaa-7254	93	24	undergraduates	undergraduate	NOUN
epaa-7254	93	25	paying	pay	VERB
epaa-7254	93	26	in	in	ADP
epaa-7254	93	27	-	-	PUNCT
epaa-7254	93	28	state	state	NOUN
epaa-7254	93	29	tuition	tuition	NOUN
epaa-7254	93	30	,	,	PUNCT
epaa-7254	93	31	although	although	SCONJ
epaa-7254	93	32	many	many	ADJ
epaa-7254	93	33	institutions	institution	NOUN
epaa-7254	93	34	offer	offer	VERB
epaa-7254	93	35	smaller	small	ADJ
epaa-7254	93	36	scholarships	scholarship	NOUN
epaa-7254	93	37	to	to	PART
epaa-7254	93	38	increase	increase	VERB
epaa-7254	93	39	the	the	DET
epaa-7254	93	40	number	number	NOUN
epaa-7254	93	41	of	of	ADP
epaa-7254	93	42	students	student	NOUN
epaa-7254	93	43	they	they	PRON
epaa-7254	93	44	are	be	AUX
epaa-7254	93	45	able	able	ADJ
epaa-7254	93	46	to	to	PART
epaa-7254	93	47	support	support	VERB
epaa-7254	93	48	.	.	PUNCT
epaa-7254	94	1	thus	thus	ADV
epaa-7254	94	2	,	,	PUNCT
epaa-7254	94	3	because	because	SCONJ
epaa-7254	94	4	of	of	ADP
epaa-7254	94	5	the	the	DET
epaa-7254	94	6	desire	desire	NOUN
epaa-7254	94	7	to	to	PART
epaa-7254	94	8	spread	spread	VERB
epaa-7254	94	9	the	the	DET
epaa-7254	94	10	funds	fund	NOUN
epaa-7254	94	11	among	among	ADP
epaa-7254	94	12	many	many	ADJ
epaa-7254	94	13	students	student	NOUN
epaa-7254	94	14	,	,	PUNCT
epaa-7254	94	15	the	the	DET
epaa-7254	94	16	programs	program	NOUN
epaa-7254	94	17	in	in	ADP
epaa-7254	94	18	this	this	DET
epaa-7254	94	19	study	study	NOUN
epaa-7254	94	20	gave	give	VERB
epaa-7254	94	21	awards	award	NOUN
epaa-7254	94	22	of	of	ADP
epaa-7254	94	23	around	around	ADV
epaa-7254	94	24	$	$	SYM
epaa-7254	94	25	10,000	10,000	NUM
epaa-7254	94	26	to	to	PART
epaa-7254	94	27	$	$	SYM
epaa-7254	94	28	15,000	15,000	NUM
epaa-7254	94	29	per	per	ADP
epaa-7254	94	30	year	year	NOUN
epaa-7254	94	31	per	per	ADP
epaa-7254	94	32	student	student	NOUN
epaa-7254	94	33	,	,	PUNCT
epaa-7254	94	34	which	which	PRON
epaa-7254	94	35	we	we	PRON
epaa-7254	94	36	believe	believe	VERB
epaa-7254	94	37	is	be	AUX
epaa-7254	94	38	typical	typical	ADJ
epaa-7254	94	39	of	of	ADP
epaa-7254	94	40	how	how	SCONJ
epaa-7254	94	41	universities	university	NOUN
epaa-7254	94	42	across	across	ADP
epaa-7254	94	43	the	the	DET
epaa-7254	94	44	country	country	NOUN
epaa-7254	94	45	have	have	AUX
epaa-7254	94	46	behaved	behave	VERB
epaa-7254	94	47	.	.	PUNCT
epaa-7254	95	1	funding	funding	NOUN
epaa-7254	95	2	not	not	PART
epaa-7254	95	3	spent	spend	VERB
epaa-7254	95	4	on	on	ADP
epaa-7254	95	5	student	student	NOUN
epaa-7254	95	6	scholarships	scholarship	NOUN
epaa-7254	95	7	is	be	AUX
epaa-7254	95	8	spent	spend	VERB
epaa-7254	95	9	on	on	ADP
epaa-7254	95	10	program	program	NOUN
epaa-7254	95	11	development	development	NOUN
epaa-7254	95	12	.	.	PUNCT
epaa-7254	96	1	noyce	noyce	PROPN
epaa-7254	96	2	scholarships	scholarship	NOUN
epaa-7254	96	3	and	and	CCONJ
epaa-7254	96	4	stipends	stipend	NOUN
epaa-7254	96	5	come	come	VERB
epaa-7254	96	6	with	with	ADP
epaa-7254	96	7	a	a	DET
epaa-7254	96	8	payback	payback	NOUN
epaa-7254	96	9	provision	provision	NOUN
epaa-7254	96	10	,	,	PUNCT
epaa-7254	96	11	which	which	PRON
epaa-7254	96	12	is	be	AUX
epaa-7254	96	13	dictated	dictate	VERB
epaa-7254	96	14	by	by	ADP
epaa-7254	96	15	the	the	DET
epaa-7254	96	16	authorizing	authorize	VERB
epaa-7254	96	17	legislation	legislation	NOUN
epaa-7254	96	18	.	.	PUNCT
epaa-7254	97	1	the	the	DET
epaa-7254	97	2	recipient	recipient	NOUN
epaa-7254	97	3	must	must	AUX
epaa-7254	97	4	teach	teach	VERB
epaa-7254	97	5	in	in	ADP
epaa-7254	97	6	a	a	DET
epaa-7254	97	7	high	high	ADJ
epaa-7254	97	8	-	-	PUNCT
epaa-7254	97	9	need	need	NOUN
epaa-7254	97	10	local	local	ADJ
epaa-7254	97	11	education	education	NOUN
epaa-7254	97	12	agency	agency	NOUN
epaa-7254	97	13	(	(	PUNCT
epaa-7254	97	14	lea	lea	PROPN
epaa-7254	97	15	)	)	PUNCT
epaa-7254	97	16	two	two	NUM
epaa-7254	97	17	years	year	NOUN
epaa-7254	97	18	for	for	ADP
epaa-7254	97	19	each	each	DET
epaa-7254	97	20	year	year	NOUN
epaa-7254	97	21	of	of	ADP
epaa-7254	97	22	financial	financial	ADJ
epaa-7254	97	23	support	support	NOUN
epaa-7254	97	24	,	,	PUNCT
epaa-7254	97	25	or	or	CCONJ
epaa-7254	97	26	else	else	ADV
epaa-7254	97	27	pay	pay	VERB
epaa-7254	97	28	back	back	ADP
epaa-7254	97	29	the	the	DET
epaa-7254	97	30	scholarships	scholarship	NOUN
epaa-7254	97	31	,	,	PUNCT
epaa-7254	97	32	pro	pro	ADJ
epaa-7254	97	33	-	-	ADJ
epaa-7254	97	34	rated	rated	ADJ
epaa-7254	97	35	,	,	PUNCT
epaa-7254	97	36	to	to	ADP
epaa-7254	97	37	the	the	DET
epaa-7254	97	38	treasury	treasury	NOUN
epaa-7254	97	39	.	.	PUNCT
epaa-7254	98	1	an	an	DET
epaa-7254	98	2	lea	lea	NOUN
epaa-7254	98	3	is	be	AUX
epaa-7254	98	4	typically	typically	ADV
epaa-7254	98	5	a	a	DET
epaa-7254	98	6	school	school	NOUN
epaa-7254	98	7	district	district	NOUN
epaa-7254	98	8	,	,	PUNCT
epaa-7254	98	9	and	and	CCONJ
epaa-7254	98	10	a	a	DET
epaa-7254	98	11	district	district	NOUN
epaa-7254	98	12	can	can	AUX
epaa-7254	98	13	be	be	AUX
epaa-7254	98	14	high	high	ADJ
epaa-7254	98	15	-	-	PUNCT
epaa-7254	98	16	need	need	NOUN
epaa-7254	98	17	even	even	ADV
epaa-7254	98	18	if	if	SCONJ
epaa-7254	98	19	not	not	PART
epaa-7254	98	20	all	all	DET
epaa-7254	98	21	schools	school	NOUN
epaa-7254	98	22	in	in	ADP
epaa-7254	98	23	it	it	PRON
epaa-7254	98	24	are	be	AUX
epaa-7254	98	25	high	high	ADJ
epaa-7254	98	26	need	need	NOUN
epaa-7254	98	27	.	.	PUNCT
epaa-7254	99	1	thus	thus	ADV
epaa-7254	99	2	,	,	PUNCT
epaa-7254	99	3	the	the	DET
epaa-7254	99	4	noyce	noyce	PROPN
epaa-7254	99	5	program	program	PROPN
epaa-7254	99	6	addresses	address	NOUN
epaa-7254	99	7	teacher	teacher	NOUN
epaa-7254	99	8	retention	retention	NOUN
epaa-7254	99	9	by	by	ADP
epaa-7254	99	10	requiring	require	VERB
epaa-7254	99	11	a	a	DET
epaa-7254	99	12	commitment	commitment	NOUN
epaa-7254	99	13	from	from	ADP
epaa-7254	99	14	scholarship	scholarship	NOUN
epaa-7254	99	15	recipients	recipient	NOUN
epaa-7254	99	16	as	as	SCONJ
epaa-7254	99	17	gathering	gather	VERB
epaa-7254	99	18	storm	storm	NOUN
epaa-7254	99	19	had	have	AUX
epaa-7254	99	20	recommended	recommend	VERB
epaa-7254	99	21	and	and	CCONJ
epaa-7254	99	22	backing	back	VERB
epaa-7254	99	23	it	it	PRON
epaa-7254	99	24	with	with	ADP
epaa-7254	99	25	financial	financial	ADJ
epaa-7254	99	26	consequences	consequence	NOUN
epaa-7254	99	27	.	.	PUNCT
epaa-7254	100	1	how	how	SCONJ
epaa-7254	100	2	receiving	receive	VERB
epaa-7254	100	3	noyce	noyce	NOUN
epaa-7254	100	4	grants	grant	NOUN
epaa-7254	100	5	changes	change	VERB
epaa-7254	100	6	university	university	NOUN
epaa-7254	100	7	programs	program	NOUN
epaa-7254	100	8	and	and	CCONJ
epaa-7254	100	9	influences	influence	VERB
epaa-7254	100	10	students	student	NOUN
epaa-7254	100	11	the	the	DET
epaa-7254	100	12	nsf	nsf	PROPN
epaa-7254	100	13	awards	awards	PROPN
epaa-7254	100	14	noyce	noyce	PROPN
epaa-7254	100	15	grants	grant	VERB
epaa-7254	100	16	to	to	PART
epaa-7254	100	17	“	"	PUNCT
epaa-7254	100	18	develop	develop	VERB
epaa-7254	100	19	and	and	CCONJ
epaa-7254	100	20	implement	implement	VERB
epaa-7254	100	21	exemplary	exemplary	ADJ
epaa-7254	100	22	stem	stem	NOUN
epaa-7254	100	23	education	education	NOUN
epaa-7254	100	24	programs	program	NOUN
epaa-7254	100	25	.	.	PUNCT
epaa-7254	100	26	”	"	PUNCT
epaa-7254	101	1	the	the	DET
epaa-7254	101	2	grants	grant	NOUN
epaa-7254	101	3	direct	direct	ADJ
epaa-7254	101	4	funding	funding	NOUN
epaa-7254	101	5	towards	towards	ADP
epaa-7254	101	6	certain	certain	ADJ
epaa-7254	101	7	types	type	NOUN
epaa-7254	101	8	of	of	ADP
epaa-7254	101	9	activities	activity	NOUN
epaa-7254	101	10	.	.	PUNCT
epaa-7254	102	1	at	at	ADV
epaa-7254	102	2	least	least	ADV
epaa-7254	102	3	60	60	NUM
epaa-7254	102	4	%	%	NOUN
epaa-7254	102	5	of	of	ADP
epaa-7254	102	6	noyce	noyce	PROPN
epaa-7254	102	7	scholarship	scholarship	PROPN
epaa-7254	102	8	and	and	CCONJ
epaa-7254	102	9	stipend	stipend	NOUN
epaa-7254	102	10	grants	grant	NOUN
epaa-7254	102	11	must	must	AUX
epaa-7254	102	12	be	be	AUX
epaa-7254	102	13	spent	spend	VERB
epaa-7254	102	14	on	on	ADP
epaa-7254	102	15	scholarships	scholarship	NOUN
epaa-7254	102	16	and	and	CCONJ
epaa-7254	102	17	stipends	stipend	NOUN
epaa-7254	102	18	,	,	PUNCT
epaa-7254	102	19	while	while	SCONJ
epaa-7254	102	20	the	the	DET
epaa-7254	102	21	remainder	remainder	NOUN
epaa-7254	102	22	can	can	AUX
epaa-7254	102	23	be	be	AUX
epaa-7254	102	24	used	use	VERB
epaa-7254	102	25	for	for	ADP
epaa-7254	102	26	program	program	NOUN
epaa-7254	102	27	enhancements	enhancement	NOUN
epaa-7254	102	28	and	and	CCONJ
epaa-7254	102	29	improvements	improvement	NOUN
epaa-7254	102	30	.	.	PUNCT
epaa-7254	103	1	this	this	DET
epaa-7254	103	2	remainder	remainder	NOUN
epaa-7254	103	3	rarely	rarely	ADV
epaa-7254	103	4	if	if	SCONJ
epaa-7254	103	5	ever	ever	ADV
epaa-7254	103	6	suffices	suffice	VERB
epaa-7254	103	7	to	to	PART
epaa-7254	103	8	create	create	VERB
epaa-7254	103	9	a	a	DET
epaa-7254	103	10	genuinely	genuinely	ADV
epaa-7254	103	11	new	new	ADJ
epaa-7254	103	12	program	program	NOUN
epaa-7254	103	13	.	.	PUNCT
epaa-7254	104	1	the	the	DET
epaa-7254	104	2	eight	eight	NUM
epaa-7254	104	3	universities	university	NOUN
epaa-7254	104	4	involved	involve	VERB
epaa-7254	104	5	this	this	DET
epaa-7254	104	6	study	study	NOUN
epaa-7254	104	7	used	use	VERB
epaa-7254	104	8	noyce	noyce	PROPN
epaa-7254	104	9	grants	grant	NOUN
epaa-7254	104	10	for	for	ADP
epaa-7254	104	11	program	program	NOUN
epaa-7254	104	12	enhancement	enhancement	NOUN
epaa-7254	104	13	,	,	PUNCT
epaa-7254	104	14	not	not	PART
epaa-7254	104	15	program	program	NOUN
epaa-7254	104	16	creation	creation	NOUN
epaa-7254	104	17	.	.	PUNCT
epaa-7254	105	1	one	one	PRON
epaa-7254	105	2	may	may	AUX
epaa-7254	105	3	speak	speak	VERB
epaa-7254	105	4	of	of	ADP
epaa-7254	105	5	students	student	NOUN
epaa-7254	105	6	who	who	PRON
epaa-7254	105	7	went	go	VERB
epaa-7254	105	8	through	through	ADP
epaa-7254	105	9	the	the	DET
epaa-7254	105	10	noyce	noyce	PROPN
epaa-7254	105	11	outcomes	outcome	NOUN
epaa-7254	105	12	in	in	ADP
epaa-7254	105	13	texas	texas	PROPN
epaa-7254	105	14	7	7	NUM
epaa-7254	105	15	noyce	noyce	PROPN
epaa-7254	105	16	program	program	NOUN
epaa-7254	105	17	but	but	CCONJ
epaa-7254	105	18	the	the	DET
epaa-7254	105	19	main	main	ADJ
epaa-7254	105	20	difference	difference	NOUN
epaa-7254	105	21	between	between	ADP
epaa-7254	105	22	noyce	noyce	PROPN
epaa-7254	105	23	scholars	scholars	PROPN
epaa-7254	105	24	and	and	CCONJ
epaa-7254	105	25	other	other	ADJ
epaa-7254	105	26	students	student	NOUN
epaa-7254	105	27	at	at	ADP
epaa-7254	105	28	their	their	PRON
epaa-7254	105	29	universities	university	NOUN
epaa-7254	105	30	is	be	AUX
epaa-7254	105	31	that	that	SCONJ
epaa-7254	105	32	the	the	DET
epaa-7254	105	33	noyce	noyce	PROPN
epaa-7254	105	34	scholars	scholar	NOUN
epaa-7254	105	35	get	get	VERB
epaa-7254	105	36	noyce	noyce	PROPN
epaa-7254	105	37	scholarships	scholarships	PROPN
epaa-7254	105	38	.	.	PUNCT
epaa-7254	106	1	otherwise	otherwise	ADV
epaa-7254	106	2	,	,	PUNCT
epaa-7254	106	3	they	they	PRON
epaa-7254	106	4	take	take	VERB
epaa-7254	106	5	the	the	DET
epaa-7254	106	6	same	same	ADJ
epaa-7254	106	7	coursework	coursework	NOUN
epaa-7254	106	8	and	and	CCONJ
epaa-7254	106	9	receive	receive	VERB
epaa-7254	106	10	the	the	DET
epaa-7254	106	11	same	same	ADJ
epaa-7254	106	12	services	service	NOUN
epaa-7254	106	13	as	as	ADP
epaa-7254	106	14	their	their	PRON
epaa-7254	106	15	peers	peer	NOUN
epaa-7254	106	16	.	.	PUNCT
epaa-7254	107	1	in	in	ADP
epaa-7254	107	2	addition	addition	NOUN
epaa-7254	107	3	,	,	PUNCT
epaa-7254	107	4	noyce	noyce	PROPN
epaa-7254	107	5	program	program	NOUN
epaa-7254	107	6	enhancements	enhancement	NOUN
epaa-7254	107	7	are	be	AUX
epaa-7254	107	8	typically	typically	ADV
epaa-7254	107	9	available	available	ADJ
epaa-7254	107	10	to	to	ADP
epaa-7254	107	11	all	all	DET
epaa-7254	107	12	students	student	NOUN
epaa-7254	107	13	in	in	ADP
epaa-7254	107	14	the	the	DET
epaa-7254	107	15	teacher	teacher	NOUN
epaa-7254	107	16	preparation	preparation	NOUN
epaa-7254	107	17	program	program	NOUN
epaa-7254	107	18	.	.	PUNCT
epaa-7254	108	1	therefore	therefore	ADV
epaa-7254	108	2	,	,	PUNCT
epaa-7254	108	3	when	when	SCONJ
epaa-7254	108	4	comparing	compare	VERB
epaa-7254	108	5	noyce	noyce	PROPN
epaa-7254	108	6	scholars	scholar	NOUN
epaa-7254	108	7	to	to	ADP
epaa-7254	108	8	other	other	ADJ
epaa-7254	108	9	teacher	teacher	NOUN
epaa-7254	108	10	candidates	candidate	NOUN
epaa-7254	108	11	from	from	ADP
epaa-7254	108	12	the	the	DET
epaa-7254	108	13	same	same	ADJ
epaa-7254	108	14	universities	university	NOUN
epaa-7254	108	15	,	,	PUNCT
epaa-7254	108	16	one	one	PRON
epaa-7254	108	17	should	should	AUX
epaa-7254	108	18	not	not	PART
epaa-7254	108	19	be	be	AUX
epaa-7254	108	20	imagining	imagine	VERB
epaa-7254	108	21	that	that	PRON
epaa-7254	108	22	coursework	coursework	NOUN
epaa-7254	108	23	or	or	CCONJ
epaa-7254	108	24	services	service	NOUN
epaa-7254	108	25	led	lead	VERB
epaa-7254	108	26	them	they	PRON
epaa-7254	108	27	to	to	PART
epaa-7254	108	28	be	be	AUX
epaa-7254	108	29	different	different	ADJ
epaa-7254	108	30	.	.	PUNCT
epaa-7254	109	1	this	this	PRON
epaa-7254	109	2	does	do	AUX
epaa-7254	109	3	not	not	PART
epaa-7254	109	4	mean	mean	VERB
epaa-7254	109	5	one	one	PRON
epaa-7254	109	6	should	should	AUX
epaa-7254	109	7	expect	expect	VERB
epaa-7254	109	8	noyce	noyce	PROPN
epaa-7254	109	9	scholars	scholar	NOUN
epaa-7254	109	10	to	to	PART
epaa-7254	109	11	be	be	AUX
epaa-7254	109	12	the	the	DET
epaa-7254	109	13	same	same	ADJ
epaa-7254	109	14	.	.	PUNCT
epaa-7254	110	1	the	the	DET
epaa-7254	110	2	nsf	nsf	NOUN
epaa-7254	110	3	directs	direct	VERB
epaa-7254	110	4	universities	university	NOUN
epaa-7254	110	5	to	to	PART
epaa-7254	110	6	select	select	VERB
epaa-7254	110	7	students	student	NOUN
epaa-7254	110	8	of	of	ADP
epaa-7254	110	9	“	"	PUNCT
epaa-7254	110	10	highest	high	ADJ
epaa-7254	110	11	achievement	achievement	NOUN
epaa-7254	110	12	and	and	CCONJ
epaa-7254	110	13	ability	ability	NOUN
epaa-7254	110	14	.	.	PUNCT
epaa-7254	110	15	”	"	PUNCT
epaa-7254	111	1	typically	typically	ADV
epaa-7254	111	2	,	,	PUNCT
epaa-7254	111	3	this	this	DET
epaa-7254	111	4	requirement	requirement	NOUN
epaa-7254	111	5	is	be	AUX
epaa-7254	111	6	met	meet	VERB
epaa-7254	111	7	by	by	ADP
epaa-7254	111	8	choosing	choose	VERB
epaa-7254	111	9	students	student	NOUN
epaa-7254	111	10	already	already	ADV
epaa-7254	111	11	enrolled	enrol	VERB
epaa-7254	111	12	in	in	ADP
epaa-7254	111	13	the	the	DET
epaa-7254	111	14	teacher	teacher	NOUN
epaa-7254	111	15	preparation	preparation	NOUN
epaa-7254	111	16	program	program	NOUN
epaa-7254	111	17	with	with	ADP
epaa-7254	111	18	high	high	ADJ
epaa-7254	111	19	grade	grade	NOUN
epaa-7254	111	20	-	-	PUNCT
epaa-7254	111	21	point	point	NOUN
epaa-7254	111	22	averages	average	NOUN
epaa-7254	111	23	and	and	CCONJ
epaa-7254	111	24	who	who	PRON
epaa-7254	111	25	have	have	AUX
epaa-7254	111	26	written	write	VERB
epaa-7254	111	27	a	a	DET
epaa-7254	111	28	good	good	ADJ
epaa-7254	111	29	essay	essay	NOUN
epaa-7254	111	30	.	.	PUNCT
epaa-7254	112	1	the	the	DET
epaa-7254	112	2	nsf	nsf	PROPN
epaa-7254	112	3	also	also	ADV
epaa-7254	112	4	asks	ask	VERB
epaa-7254	112	5	for	for	ADP
epaa-7254	112	6	candidates	candidate	NOUN
epaa-7254	112	7	“	"	PUNCT
epaa-7254	112	8	who	who	PRON
epaa-7254	112	9	might	might	AUX
epaa-7254	112	10	otherwise	otherwise	ADV
epaa-7254	112	11	not	not	PART
epaa-7254	112	12	have	have	AUX
epaa-7254	112	13	considered	consider	VERB
epaa-7254	112	14	a	a	DET
epaa-7254	112	15	career	career	NOUN
epaa-7254	112	16	in	in	ADP
epaa-7254	112	17	k-12	k-12	PROPN
epaa-7254	112	18	teaching	teaching	NOUN
epaa-7254	112	19	,	,	PUNCT
epaa-7254	112	20	”	"	PUNCT
epaa-7254	112	21	but	but	CCONJ
epaa-7254	112	22	this	this	PRON
epaa-7254	112	23	is	be	AUX
epaa-7254	112	24	harder	hard	ADJ
epaa-7254	112	25	to	to	PART
epaa-7254	112	26	determine	determine	VERB
epaa-7254	112	27	.	.	PUNCT
epaa-7254	113	1	in	in	ADP
epaa-7254	113	2	any	any	DET
epaa-7254	113	3	event	event	NOUN
epaa-7254	113	4	,	,	PUNCT
epaa-7254	113	5	differences	difference	NOUN
epaa-7254	113	6	between	between	ADP
epaa-7254	113	7	noyce	noyce	PROPN
epaa-7254	113	8	scholars	scholars	PROPN
epaa-7254	113	9	and	and	CCONJ
epaa-7254	113	10	other	other	ADJ
epaa-7254	113	11	stem	stem	NOUN
epaa-7254	113	12	teachers	teacher	NOUN
epaa-7254	113	13	from	from	ADP
epaa-7254	113	14	the	the	DET
epaa-7254	113	15	same	same	ADJ
epaa-7254	113	16	universities	university	NOUN
epaa-7254	113	17	can	can	AUX
epaa-7254	113	18	be	be	AUX
epaa-7254	113	19	attributed	attribute	VERB
epaa-7254	113	20	to	to	ADP
epaa-7254	113	21	a	a	DET
epaa-7254	113	22	mixture	mixture	NOUN
epaa-7254	113	23	of	of	ADP
epaa-7254	113	24	selection	selection	NOUN
epaa-7254	113	25	of	of	ADP
epaa-7254	113	26	students	student	NOUN
epaa-7254	113	27	who	who	PRON
epaa-7254	113	28	would	would	AUX
epaa-7254	113	29	have	have	AUX
epaa-7254	113	30	pursued	pursue	VERB
epaa-7254	113	31	teaching	teach	VERB
epaa-7254	113	32	anyway	anyway	ADV
epaa-7254	113	33	and	and	CCONJ
epaa-7254	113	34	recruitment	recruitment	NOUN
epaa-7254	113	35	of	of	ADP
epaa-7254	113	36	students	student	NOUN
epaa-7254	113	37	who	who	PRON
epaa-7254	113	38	would	would	AUX
epaa-7254	113	39	not	not	PART
epaa-7254	113	40	.	.	PUNCT
epaa-7254	114	1	the	the	DET
epaa-7254	114	2	nsf	nsf	PROPN
epaa-7254	114	3	noyce	noyce	PROPN
epaa-7254	114	4	program	program	PROPN
epaa-7254	114	5	solicitations	solicitation	NOUN
epaa-7254	114	6	support	support	VERB
epaa-7254	114	7	both	both	PRON
epaa-7254	114	8	creating	create	VERB
epaa-7254	114	9	new	new	ADJ
epaa-7254	114	10	high	high	ADJ
epaa-7254	114	11	-	-	PUNCT
epaa-7254	114	12	quality	quality	NOUN
epaa-7254	114	13	programs	program	NOUN
epaa-7254	114	14	or	or	CCONJ
epaa-7254	114	15	program	program	NOUN
epaa-7254	114	16	components	component	NOUN
epaa-7254	114	17	,	,	PUNCT
epaa-7254	114	18	and	and	CCONJ
epaa-7254	114	19	searching	search	VERB
epaa-7254	114	20	for	for	ADP
epaa-7254	114	21	excellent	excellent	ADJ
epaa-7254	114	22	programs	program	NOUN
epaa-7254	114	23	that	that	PRON
epaa-7254	114	24	already	already	ADV
epaa-7254	114	25	exist	exist	VERB
epaa-7254	114	26	and	and	CCONJ
epaa-7254	114	27	providing	provide	VERB
epaa-7254	114	28	scholarships	scholarship	NOUN
epaa-7254	114	29	to	to	PART
epaa-7254	114	30	increase	increase	VERB
epaa-7254	114	31	their	their	PRON
epaa-7254	114	32	student	student	NOUN
epaa-7254	114	33	numbers	number	NOUN
epaa-7254	114	34	.	.	PUNCT
epaa-7254	115	1	the	the	DET
epaa-7254	115	2	institutions	institution	NOUN
epaa-7254	115	3	in	in	ADP
epaa-7254	115	4	this	this	DET
epaa-7254	115	5	study	study	NOUN
epaa-7254	115	6	mainly	mainly	ADV
epaa-7254	115	7	used	use	VERB
epaa-7254	115	8	the	the	DET
epaa-7254	115	9	funds	fund	NOUN
epaa-7254	115	10	for	for	ADP
epaa-7254	115	11	student	student	NOUN
epaa-7254	115	12	scholarships	scholarship	NOUN
epaa-7254	115	13	,	,	PUNCT
epaa-7254	115	14	with	with	ADP
epaa-7254	115	15	some	some	DET
epaa-7254	115	16	funds	fund	NOUN
epaa-7254	115	17	leading	lead	VERB
epaa-7254	115	18	to	to	ADP
epaa-7254	115	19	program	program	NOUN
epaa-7254	115	20	enhancements	enhancement	NOUN
epaa-7254	115	21	for	for	ADP
epaa-7254	115	22	all	all	DET
epaa-7254	115	23	students	student	NOUN
epaa-7254	115	24	,	,	PUNCT
epaa-7254	115	25	but	but	CCONJ
epaa-7254	115	26	not	not	PART
epaa-7254	115	27	major	major	ADJ
epaa-7254	115	28	programmatic	programmatic	ADJ
epaa-7254	115	29	changes	change	NOUN
epaa-7254	115	30	.	.	PUNCT
epaa-7254	116	1	noyce	noyce	PROPN
epaa-7254	116	2	grants	grant	NOUN
epaa-7254	116	3	can	can	AUX
epaa-7254	116	4	have	have	VERB
epaa-7254	116	5	major	major	ADJ
epaa-7254	116	6	programmatic	programmatic	ADJ
epaa-7254	116	7	implications	implication	NOUN
epaa-7254	116	8	because	because	SCONJ
epaa-7254	116	9	of	of	ADP
epaa-7254	116	10	the	the	DET
epaa-7254	116	11	challenging	challenging	ADJ
epaa-7254	116	12	environment	environment	NOUN
epaa-7254	116	13	surrounding	surround	VERB
epaa-7254	116	14	teacher	teacher	NOUN
epaa-7254	116	15	preparation	preparation	NOUN
epaa-7254	116	16	in	in	ADP
epaa-7254	116	17	the	the	DET
epaa-7254	116	18	united	united	PROPN
epaa-7254	116	19	states	states	PROPN
epaa-7254	116	20	.	.	PUNCT
epaa-7254	117	1	eminent	eminent	ADJ
epaa-7254	117	2	universities	university	NOUN
epaa-7254	117	3	including	include	VERB
epaa-7254	117	4	cornell	cornell	PROPN
epaa-7254	117	5	have	have	AUX
epaa-7254	117	6	eliminated	eliminate	VERB
epaa-7254	117	7	their	their	PRON
epaa-7254	117	8	teacher	teacher	NOUN
epaa-7254	117	9	preparation	preparation	NOUN
epaa-7254	117	10	programs	program	NOUN
epaa-7254	117	11	completely	completely	ADV
epaa-7254	117	12	(	(	PUNCT
epaa-7254	117	13	lang	lang	PROPN
epaa-7254	117	14	,	,	PUNCT
epaa-7254	117	15	2010	2010	NUM
epaa-7254	117	16	)	)	PUNCT
epaa-7254	117	17	.	.	PUNCT
epaa-7254	118	1	one	one	NUM
epaa-7254	118	2	of	of	ADP
epaa-7254	118	3	the	the	DET
epaa-7254	118	4	programs	program	NOUN
epaa-7254	118	5	participating	participate	VERB
epaa-7254	118	6	in	in	ADP
epaa-7254	118	7	this	this	DET
epaa-7254	118	8	collaborative	collaborative	ADJ
epaa-7254	118	9	project	project	NOUN
epaa-7254	118	10	at	at	ADP
epaa-7254	118	11	the	the	DET
epaa-7254	118	12	university	university	PROPN
epaa-7254	118	13	of	of	ADP
epaa-7254	118	14	texas	texas	PROPN
epaa-7254	118	15	at	at	ADP
epaa-7254	118	16	arlington	arlington	PROPN
epaa-7254	118	17	was	be	AUX
epaa-7254	118	18	officially	officially	ADV
epaa-7254	118	19	closed	close	VERB
epaa-7254	118	20	in	in	ADP
epaa-7254	118	21	a	a	DET
epaa-7254	118	22	round	round	NOUN
epaa-7254	118	23	of	of	ADP
epaa-7254	118	24	budget	budget	NOUN
epaa-7254	118	25	cuts	cut	NOUN
epaa-7254	118	26	and	and	CCONJ
epaa-7254	118	27	then	then	ADV
epaa-7254	118	28	brought	bring	VERB
epaa-7254	118	29	back	back	ADV
epaa-7254	118	30	following	follow	VERB
epaa-7254	118	31	public	public	ADJ
epaa-7254	118	32	outcry	outcry	NOUN
epaa-7254	118	33	(	(	PUNCT
epaa-7254	118	34	brewer	brewer	NOUN
epaa-7254	118	35	,	,	PUNCT
epaa-7254	118	36	2019	2019	NUM
epaa-7254	118	37	)	)	PUNCT
epaa-7254	118	38	.	.	PUNCT
epaa-7254	119	1	the	the	DET
epaa-7254	119	2	substantial	substantial	ADJ
epaa-7254	119	3	nsf	nsf	PROPN
epaa-7254	119	4	funding	funding	NOUN
epaa-7254	119	5	the	the	DET
epaa-7254	119	6	program	program	NOUN
epaa-7254	119	7	had	have	AUX
epaa-7254	119	8	received	receive	VERB
epaa-7254	119	9	and	and	CCONJ
epaa-7254	119	10	was	be	AUX
epaa-7254	119	11	receiving	receive	VERB
epaa-7254	119	12	(	(	PUNCT
epaa-7254	119	13	table	table	NOUN
epaa-7254	119	14	1	1	NUM
epaa-7254	119	15	)	)	PUNCT
epaa-7254	119	16	played	play	VERB
epaa-7254	119	17	a	a	DET
epaa-7254	119	18	role	role	NOUN
epaa-7254	119	19	in	in	ADP
epaa-7254	119	20	the	the	DET
epaa-7254	119	21	rescue	rescue	NOUN
epaa-7254	119	22	.	.	PUNCT
epaa-7254	120	1	a	a	DET
epaa-7254	120	2	final	final	ADJ
epaa-7254	120	3	influence	influence	NOUN
epaa-7254	120	4	one	one	PRON
epaa-7254	120	5	should	should	AUX
epaa-7254	120	6	expect	expect	VERB
epaa-7254	120	7	from	from	ADP
epaa-7254	120	8	noyce	noyce	PROPN
epaa-7254	120	9	grants	grant	VERB
epaa-7254	120	10	concerns	concern	NOUN
epaa-7254	120	11	where	where	SCONJ
epaa-7254	120	12	the	the	DET
epaa-7254	120	13	graduates	graduate	NOUN
epaa-7254	120	14	teach	teach	VERB
epaa-7254	120	15	.	.	PUNCT
epaa-7254	121	1	because	because	SCONJ
epaa-7254	121	2	of	of	ADP
epaa-7254	121	3	written	write	VERB
epaa-7254	121	4	commitments	commitment	NOUN
epaa-7254	121	5	they	they	PRON
epaa-7254	121	6	make	make	VERB
epaa-7254	121	7	when	when	SCONJ
epaa-7254	121	8	they	they	PRON
epaa-7254	121	9	accept	accept	VERB
epaa-7254	121	10	funds	fund	NOUN
epaa-7254	121	11	,	,	PUNCT
epaa-7254	121	12	one	one	PRON
epaa-7254	121	13	should	should	AUX
epaa-7254	121	14	expect	expect	VERB
epaa-7254	121	15	noyce	noyce	NOUN
epaa-7254	121	16	scholarship	scholarship	PROPN
epaa-7254	121	17	and	and	CCONJ
epaa-7254	121	18	stipend	stipend	NOUN
epaa-7254	121	19	recipients	recipient	NOUN
epaa-7254	121	20	to	to	PART
epaa-7254	121	21	be	be	AUX
epaa-7254	121	22	more	more	ADV
epaa-7254	121	23	likely	likely	ADJ
epaa-7254	121	24	to	to	PART
epaa-7254	121	25	teach	teach	VERB
epaa-7254	121	26	in	in	ADP
epaa-7254	121	27	high	high	ADJ
epaa-7254	121	28	-	-	PUNCT
epaa-7254	121	29	need	need	NOUN
epaa-7254	121	30	leas	leas	ADJ
epaa-7254	121	31	than	than	ADP
epaa-7254	121	32	other	other	ADJ
epaa-7254	121	33	graduates	graduate	NOUN
epaa-7254	121	34	of	of	ADP
epaa-7254	121	35	the	the	DET
epaa-7254	121	36	educator	educator	NOUN
epaa-7254	121	37	preparation	preparation	NOUN
epaa-7254	121	38	programs	program	NOUN
epaa-7254	121	39	at	at	ADP
epaa-7254	121	40	their	their	PRON
epaa-7254	121	41	universities	university	NOUN
epaa-7254	121	42	.	.	PUNCT
epaa-7254	122	1	critiques	critique	NOUN
epaa-7254	122	2	of	of	ADP
epaa-7254	122	3	the	the	DET
epaa-7254	122	4	narrative	narrative	NOUN
epaa-7254	122	5	of	of	ADP
epaa-7254	122	6	competitiveness	competitiveness	NOUN
epaa-7254	122	7	and	and	CCONJ
epaa-7254	122	8	studies	study	NOUN
epaa-7254	122	9	of	of	ADP
epaa-7254	122	10	noyce	noyce	PROPN
epaa-7254	122	11	programs	program	NOUN
epaa-7254	122	12	competitiveness	competitiveness	VERB
epaa-7254	122	13	the	the	DET
epaa-7254	122	14	academic	academic	ADJ
epaa-7254	122	15	literature	literature	NOUN
epaa-7254	122	16	directly	directly	ADV
epaa-7254	122	17	concerning	concern	VERB
epaa-7254	122	18	the	the	DET
epaa-7254	122	19	noyce	noyce	PROPN
epaa-7254	122	20	program	program	PROPN
epaa-7254	122	21	is	be	AUX
epaa-7254	122	22	sparse	sparse	ADJ
epaa-7254	122	23	,	,	PUNCT
epaa-7254	122	24	which	which	PRON
epaa-7254	122	25	is	be	AUX
epaa-7254	122	26	perhaps	perhaps	ADV
epaa-7254	122	27	because	because	SCONJ
epaa-7254	122	28	of	of	ADP
epaa-7254	122	29	a	a	DET
epaa-7254	122	30	larger	large	ADJ
epaa-7254	122	31	body	body	NOUN
epaa-7254	122	32	of	of	ADP
epaa-7254	122	33	literature	literature	NOUN
epaa-7254	122	34	that	that	PRON
epaa-7254	122	35	questions	question	VERB
epaa-7254	122	36	the	the	DET
epaa-7254	122	37	values	value	NOUN
epaa-7254	122	38	and	and	CCONJ
epaa-7254	122	39	assertions	assertion	NOUN
epaa-7254	122	40	that	that	PRON
epaa-7254	122	41	led	lead	VERB
epaa-7254	122	42	to	to	ADP
epaa-7254	122	43	the	the	DET
epaa-7254	122	44	creation	creation	NOUN
epaa-7254	122	45	and	and	CCONJ
epaa-7254	122	46	funding	funding	NOUN
epaa-7254	122	47	of	of	ADP
epaa-7254	122	48	the	the	DET
epaa-7254	122	49	program	program	NOUN
epaa-7254	122	50	(	(	PUNCT
epaa-7254	122	51	hoeg	hoeg	PROPN
epaa-7254	122	52	&	&	CCONJ
epaa-7254	122	53	bencze	bencze	PROPN
epaa-7254	122	54	,	,	PUNCT
epaa-7254	122	55	2017	2017	NUM
epaa-7254	122	56	;	;	PUNCT
epaa-7254	122	57	sharma	sharma	NOUN
epaa-7254	122	58	,	,	PUNCT
epaa-7254	122	59	2016	2016	NUM
epaa-7254	122	60	;	;	PUNCT
epaa-7254	122	61	sharma	sharma	PROPN
epaa-7254	122	62	&	&	CCONJ
epaa-7254	122	63	hudson	hudson	PROPN
epaa-7254	122	64	,	,	PUNCT
epaa-7254	122	65	2021	2021	NUM
epaa-7254	122	66	;	;	PUNCT
epaa-7254	122	67	zeidler	zeidler	NOUN
epaa-7254	122	68	,	,	PUNCT
epaa-7254	122	69	2016	2016	NUM
epaa-7254	122	70	)	)	PUNCT
epaa-7254	122	71	.	.	PUNCT
epaa-7254	123	1	the	the	DET
epaa-7254	123	2	noyce	noyce	PROPN
epaa-7254	123	3	program	program	PROPN
epaa-7254	123	4	was	be	AUX
epaa-7254	123	5	originally	originally	ADV
epaa-7254	123	6	created	create	VERB
epaa-7254	123	7	and	and	CCONJ
epaa-7254	123	8	funded	fund	VERB
epaa-7254	123	9	to	to	PART
epaa-7254	123	10	enhance	enhance	VERB
epaa-7254	123	11	us	we	PRON
epaa-7254	123	12	economic	economic	ADJ
epaa-7254	123	13	competitiveness	competitiveness	NOUN
epaa-7254	123	14	(	(	PUNCT
epaa-7254	123	15	competes	compete	VERB
epaa-7254	123	16	act	act	PROPN
epaa-7254	123	17	,	,	PUNCT
epaa-7254	123	18	2007	2007	NUM
epaa-7254	123	19	;	;	PUNCT
epaa-7254	123	20	america	america	PROPN
epaa-7254	123	21	competes	compete	VERB
epaa-7254	123	22	reauthorization	reauthorization	NOUN
epaa-7254	123	23	,	,	PUNCT
epaa-7254	123	24	2010	2010	NUM
epaa-7254	123	25	)	)	PUNCT
epaa-7254	123	26	,	,	PUNCT
epaa-7254	123	27	and	and	CCONJ
epaa-7254	123	28	this	this	DET
epaa-7254	123	29	framing	framing	NOUN
epaa-7254	123	30	remains	remain	VERB
epaa-7254	123	31	current	current	ADJ
epaa-7254	123	32	:	:	PUNCT
epaa-7254	123	33	the	the	DET
epaa-7254	123	34	biden	biden	PROPN
epaa-7254	123	35	administration	administration	PROPN
epaa-7254	123	36	claimed	claim	VERB
epaa-7254	123	37	build	build	VERB
epaa-7254	123	38	back	back	ADP
epaa-7254	123	39	better	well	ADV
epaa-7254	123	40	(	(	PUNCT
epaa-7254	123	41	white	white	PROPN
epaa-7254	123	42	house	house	PROPN
epaa-7254	123	43	,	,	PUNCT
epaa-7254	123	44	2022	2022	NUM
epaa-7254	123	45	)	)	PUNCT
epaa-7254	123	46	would	would	AUX
epaa-7254	123	47	“	"	PUNCT
epaa-7254	123	48	lead	lead	VERB
epaa-7254	123	49	to	to	ADP
epaa-7254	123	50	lifelong	lifelong	ADJ
epaa-7254	123	51	educational	educational	ADJ
epaa-7254	123	52	and	and	CCONJ
epaa-7254	123	53	economic	economic	ADJ
epaa-7254	123	54	benefits	benefit	NOUN
epaa-7254	123	55	for	for	ADP
epaa-7254	123	56	children	child	NOUN
epaa-7254	123	57	and	and	CCONJ
epaa-7254	123	58	parents	parent	NOUN
epaa-7254	123	59	,	,	PUNCT
epaa-7254	123	60	and	and	CCONJ
epaa-7254	123	61	is	be	AUX
epaa-7254	123	62	a	a	DET
epaa-7254	123	63	transformational	transformational	ADJ
epaa-7254	123	64	investment	investment	NOUN
epaa-7254	123	65	in	in	ADP
epaa-7254	123	66	america	america	PROPN
epaa-7254	123	67	’s	’s	PART
epaa-7254	123	68	future	future	ADJ
epaa-7254	123	69	economic	economic	ADJ
epaa-7254	123	70	competitiveness	competitiveness	NOUN
epaa-7254	123	71	.	.	PUNCT
epaa-7254	123	72	”	"	PUNCT
epaa-7254	124	1	the	the	DET
epaa-7254	124	2	main	main	ADJ
epaa-7254	124	3	objection	objection	NOUN
epaa-7254	124	4	to	to	PART
epaa-7254	124	5	competitiveness	competitiveness	VERB
epaa-7254	124	6	as	as	ADP
epaa-7254	124	7	a	a	DET
epaa-7254	124	8	framework	framework	NOUN
epaa-7254	124	9	for	for	ADP
epaa-7254	124	10	education	education	NOUN
epaa-7254	124	11	is	be	AUX
epaa-7254	124	12	that	that	SCONJ
epaa-7254	124	13	“	"	PUNCT
epaa-7254	124	14	[	[	X
epaa-7254	124	15	t]he	t]he	ADV
epaa-7254	124	16	discourse	discourse	NOUN
epaa-7254	124	17	related	relate	VERB
epaa-7254	124	18	to	to	ADP
epaa-7254	124	19	citizenship	citizenship	NOUN
epaa-7254	124	20	embedded	embed	VERB
epaa-7254	124	21	in	in	ADP
epaa-7254	124	22	much	much	ADJ
epaa-7254	124	23	stem	stem	NOUN
epaa-7254	124	24	policy	policy	NOUN
epaa-7254	124	25	from	from	ADP
epaa-7254	124	26	the	the	DET
epaa-7254	124	27	united	united	PROPN
epaa-7254	124	28	states	states	PROPN
epaa-7254	124	29	appears	appear	VERB
epaa-7254	124	30	to	to	PART
epaa-7254	124	31	prioritise	prioritise	VERB
epaa-7254	124	32	augmentation	augmentation	NOUN
epaa-7254	124	33	of	of	ADP
epaa-7254	124	34	stem	stem	NOUN
epaa-7254	124	35	workforce	workforce	NOUN
epaa-7254	124	36	numbers	number	NOUN
epaa-7254	124	37	and	and	CCONJ
epaa-7254	124	38	economic	economic	ADJ
epaa-7254	124	39	gains	gain	NOUN
epaa-7254	124	40	for	for	ADP
epaa-7254	124	41	corporate	corporate	ADJ
epaa-7254	124	42	networks	network	NOUN
epaa-7254	124	43	driving	drive	VERB
epaa-7254	124	44	science	science	NOUN
epaa-7254	124	45	reform	reform	NOUN
epaa-7254	124	46	,	,	PUNCT
epaa-7254	124	47	rather	rather	ADV
epaa-7254	124	48	than	than	ADP
epaa-7254	124	49	developing	develop	VERB
epaa-7254	124	50	democratically	democratically	ADV
epaa-7254	124	51	grounded	ground	VERB
epaa-7254	124	52	citizenship	citizenship	NOUN
epaa-7254	124	53	.	.	PUNCT
epaa-7254	124	54	”	"	PUNCT
epaa-7254	125	1	(	(	PUNCT
epaa-7254	125	2	hoeg	hoeg	PROPN
epaa-7254	125	3	&	&	CCONJ
epaa-7254	125	4	bencze	bencze	PROPN
epaa-7254	125	5	,	,	PUNCT
epaa-7254	125	6	2017	2017	NUM
epaa-7254	125	7	,	,	PUNCT
epaa-7254	125	8	p.	p.	NOUN
epaa-7254	125	9	857	857	NUM
epaa-7254	125	10	)	)	PUNCT
epaa-7254	125	11	specific	specific	ADJ
epaa-7254	125	12	challenges	challenge	NOUN
epaa-7254	125	13	to	to	ADP
epaa-7254	125	14	the	the	DET
epaa-7254	125	15	rationale	rationale	NOUN
epaa-7254	125	16	for	for	ADP
epaa-7254	125	17	the	the	DET
epaa-7254	125	18	noyce	noyce	PROPN
epaa-7254	125	19	program	program	PROPN
epaa-7254	125	20	include	include	VERB
epaa-7254	125	21	arguments	argument	NOUN
epaa-7254	125	22	that	that	SCONJ
epaa-7254	125	23	there	there	PRON
epaa-7254	125	24	is	be	VERB
epaa-7254	125	25	no	no	DET
epaa-7254	125	26	shortage	shortage	NOUN
epaa-7254	125	27	of	of	ADP
epaa-7254	125	28	stem	stem	NOUN
epaa-7254	125	29	workers	worker	NOUN
epaa-7254	125	30	in	in	ADP
epaa-7254	125	31	the	the	DET
epaa-7254	125	32	us	us	PROPN
epaa-7254	125	33	,	,	PUNCT
epaa-7254	125	34	there	there	PRON
epaa-7254	125	35	is	be	VERB
epaa-7254	125	36	no	no	DET
epaa-7254	125	37	skills	skill	NOUN
epaa-7254	125	38	gap	gap	NOUN
epaa-7254	125	39	affecting	affect	VERB
epaa-7254	125	40	us	we	PRON
epaa-7254	125	41	students	student	NOUN
epaa-7254	125	42	’	'	PUNCT
epaa-7254	125	43	education	education	NOUN
epaa-7254	125	44	policy	policy	NOUN
epaa-7254	125	45	analysis	analysis	NOUN
epaa-7254	125	46	archives	archive	NOUN
epaa-7254	125	47	vol	vol	NOUN
epaa-7254	125	48	.	.	PROPN
epaa-7254	126	1	30	30	NUM
epaa-7254	127	1	no	no	NOUN
epaa-7254	127	2	.	.	NOUN
epaa-7254	128	1	147	147	NUM
epaa-7254	128	2	8	8	NUM
epaa-7254	128	3	prospects	prospect	NOUN
epaa-7254	128	4	,	,	PUNCT
epaa-7254	128	5	and	and	CCONJ
epaa-7254	128	6	that	that	SCONJ
epaa-7254	128	7	students	student	NOUN
epaa-7254	128	8	already	already	ADV
epaa-7254	128	9	take	take	VERB
epaa-7254	128	10	enough	enough	ADJ
epaa-7254	128	11	stem	stem	NOUN
epaa-7254	128	12	classes	class	NOUN
epaa-7254	128	13	(	(	PUNCT
epaa-7254	128	14	cappelli	cappelli	PROPN
epaa-7254	128	15	,	,	PUNCT
epaa-7254	128	16	2015	2015	NUM
epaa-7254	128	17	)	)	PUNCT
epaa-7254	128	18	.	.	PUNCT
epaa-7254	129	1	cappelli	cappelli	PROPN
epaa-7254	129	2	is	be	AUX
epaa-7254	129	3	particularly	particularly	ADV
epaa-7254	129	4	effective	effective	ADJ
epaa-7254	129	5	in	in	ADP
epaa-7254	129	6	dissecting	dissect	VERB
epaa-7254	129	7	arguments	argument	NOUN
epaa-7254	129	8	originating	originate	VERB
epaa-7254	129	9	in	in	ADP
epaa-7254	129	10	the	the	DET
epaa-7254	129	11	business	business	NOUN
epaa-7254	129	12	community	community	NOUN
epaa-7254	129	13	about	about	ADP
epaa-7254	129	14	the	the	DET
epaa-7254	129	15	difficulties	difficulty	NOUN
epaa-7254	129	16	of	of	ADP
epaa-7254	129	17	hiring	hire	VERB
epaa-7254	129	18	workers	worker	NOUN
epaa-7254	129	19	.	.	PUNCT
epaa-7254	130	1	he	he	PRON
epaa-7254	130	2	shows	show	VERB
epaa-7254	130	3	that	that	SCONJ
epaa-7254	130	4	repeated	repeat	VERB
epaa-7254	130	5	claims	claim	NOUN
epaa-7254	130	6	that	that	SCONJ
epaa-7254	130	7	poor	poor	ADJ
epaa-7254	130	8	school	school	NOUN
epaa-7254	130	9	performance	performance	NOUN
epaa-7254	130	10	put	put	VERB
epaa-7254	130	11	the	the	DET
epaa-7254	130	12	us	we	PRON
epaa-7254	130	13	at	at	ADP
epaa-7254	130	14	economic	economic	ADJ
epaa-7254	130	15	risk	risk	NOUN
epaa-7254	130	16	are	be	AUX
epaa-7254	130	17	grounded	ground	VERB
epaa-7254	130	18	in	in	ADP
epaa-7254	130	19	self	self	NOUN
epaa-7254	130	20	-	-	PUNCT
epaa-7254	130	21	interest	interest	NOUN
epaa-7254	130	22	of	of	ADP
epaa-7254	130	23	businesses	business	NOUN
epaa-7254	130	24	and	and	CCONJ
epaa-7254	130	25	unsupported	unsupported	ADJ
epaa-7254	130	26	by	by	ADP
epaa-7254	130	27	workforce	workforce	PROPN
epaa-7254	130	28	data	data	PROPN
epaa-7254	130	29	.	.	PUNCT
epaa-7254	131	1	he	he	PRON
epaa-7254	131	2	says	say	VERB
epaa-7254	131	3	,	,	PUNCT
epaa-7254	131	4	“	"	PUNCT
epaa-7254	131	5	overall	overall	ADV
epaa-7254	131	6	,	,	PUNCT
epaa-7254	131	7	the	the	DET
epaa-7254	131	8	available	available	ADJ
epaa-7254	131	9	evidence	evidence	NOUN
epaa-7254	131	10	does	do	AUX
epaa-7254	131	11	not	not	PART
epaa-7254	131	12	support	support	VERB
epaa-7254	131	13	the	the	DET
epaa-7254	131	14	idea	idea	NOUN
epaa-7254	131	15	that	that	SCONJ
epaa-7254	131	16	serious	serious	ADJ
epaa-7254	131	17	skill	skill	NOUN
epaa-7254	131	18	gaps	gap	NOUN
epaa-7254	131	19	or	or	CCONJ
epaa-7254	131	20	skill	skill	NOUN
epaa-7254	131	21	shortages	shortage	NOUN
epaa-7254	131	22	exist	exist	VERB
epaa-7254	131	23	in	in	ADP
epaa-7254	131	24	the	the	DET
epaa-7254	131	25	u.s	u.s	PROPN
epaa-7254	131	26	.	.	PROPN
epaa-7254	131	27	labor	labor	NOUN
epaa-7254	131	28	force	force	NOUN
epaa-7254	131	29	.	.	PUNCT
epaa-7254	132	1	the	the	DET
epaa-7254	132	2	prevailing	prevail	VERB
epaa-7254	132	3	situation	situation	NOUN
epaa-7254	132	4	in	in	ADP
epaa-7254	132	5	the	the	DET
epaa-7254	132	6	u.s	u.s	PROPN
epaa-7254	132	7	.	.	PROPN
epaa-7254	132	8	labor	labor	NOUN
epaa-7254	132	9	market	market	NOUN
epaa-7254	132	10	,	,	PUNCT
epaa-7254	132	11	as	as	ADP
epaa-7254	132	12	in	in	ADP
epaa-7254	132	13	most	most	ADJ
epaa-7254	132	14	developed	develop	VERB
epaa-7254	132	15	economies	economy	NOUN
epaa-7254	132	16	,	,	PUNCT
epaa-7254	132	17	continues	continue	VERB
epaa-7254	132	18	to	to	PART
epaa-7254	132	19	be	be	AUX
epaa-7254	132	20	skill	skill	NOUN
epaa-7254	132	21	mismatches	mismatch	NOUN
epaa-7254	132	22	in	in	ADP
epaa-7254	132	23	which	which	PRON
epaa-7254	132	24	the	the	DET
epaa-7254	132	25	average	average	ADJ
epaa-7254	132	26	worker	worker	NOUN
epaa-7254	132	27	and	and	CCONJ
epaa-7254	132	28	job	job	NOUN
epaa-7254	132	29	candidate	candidate	NOUN
epaa-7254	132	30	have	have	VERB
epaa-7254	132	31	more	more	ADJ
epaa-7254	132	32	education	education	NOUN
epaa-7254	132	33	than	than	SCONJ
epaa-7254	132	34	their	their	PRON
epaa-7254	132	35	current	current	ADJ
epaa-7254	132	36	job	job	NOUN
epaa-7254	132	37	requires	require	VERB
epaa-7254	132	38	[	[	X
epaa-7254	132	39	p.	p.	NOUN
epaa-7254	132	40	281	281	NUM
epaa-7254	132	41	]	]	PUNCT
epaa-7254	132	42	”	"	PUNCT
epaa-7254	132	43	.	.	PUNCT
epaa-7254	133	1	cappelli	cappelli	PROPN
epaa-7254	133	2	’s	’s	PART
epaa-7254	133	3	arguments	argument	NOUN
epaa-7254	133	4	apply	apply	VERB
epaa-7254	133	5	with	with	ADP
epaa-7254	133	6	particular	particular	ADJ
epaa-7254	133	7	force	force	NOUN
epaa-7254	133	8	to	to	ADP
epaa-7254	133	9	vocational	vocational	ADJ
epaa-7254	133	10	training	training	NOUN
epaa-7254	133	11	and	and	CCONJ
epaa-7254	133	12	to	to	ADP
epaa-7254	133	13	preparation	preparation	NOUN
epaa-7254	133	14	for	for	ADP
epaa-7254	133	15	highly	highly	ADV
epaa-7254	133	16	specific	specific	ADJ
epaa-7254	133	17	jobs	job	NOUN
epaa-7254	133	18	;	;	PUNCT
epaa-7254	133	19	when	when	SCONJ
epaa-7254	133	20	he	he	PRON
epaa-7254	133	21	brings	bring	VERB
epaa-7254	133	22	up	up	ADP
epaa-7254	133	23	the	the	DET
epaa-7254	133	24	matter	matter	NOUN
epaa-7254	133	25	of	of	ADP
epaa-7254	133	26	foundational	foundational	ADJ
epaa-7254	133	27	skills	skill	NOUN
epaa-7254	133	28	,	,	PUNCT
epaa-7254	133	29	he	he	PRON
epaa-7254	133	30	says	say	VERB
epaa-7254	133	31	“	"	PUNCT
epaa-7254	133	32	the	the	DET
epaa-7254	133	33	proposals	proposal	NOUN
epaa-7254	133	34	in	in	ADP
epaa-7254	133	35	the	the	DET
epaa-7254	133	36	various	various	ADJ
epaa-7254	133	37	employer	employer	NOUN
epaa-7254	133	38	-	-	PUNCT
epaa-7254	133	39	led	lead	VERB
epaa-7254	133	40	reports	report	NOUN
epaa-7254	133	41	that	that	SCONJ
epaa-7254	133	42	we	we	PRON
epaa-7254	133	43	need	need	VERB
epaa-7254	133	44	to	to	PART
epaa-7254	133	45	increase	increase	VERB
epaa-7254	133	46	student	student	NOUN
epaa-7254	133	47	academic	academic	ADJ
epaa-7254	133	48	achievement	achievement	NOUN
epaa-7254	133	49	,	,	PUNCT
epaa-7254	133	50	reduce	reduce	VERB
epaa-7254	133	51	drop	drop	NOUN
epaa-7254	133	52	-	-	PUNCT
epaa-7254	133	53	out	out	ADP
epaa-7254	133	54	rates	rate	NOUN
epaa-7254	133	55	,	,	PUNCT
epaa-7254	133	56	and	and	CCONJ
epaa-7254	133	57	generally	generally	ADV
epaa-7254	133	58	improve	improve	VERB
epaa-7254	133	59	the	the	DET
epaa-7254	133	60	quality	quality	NOUN
epaa-7254	133	61	of	of	ADP
epaa-7254	133	62	secondary	secondary	ADJ
epaa-7254	133	63	school	school	NOUN
epaa-7254	133	64	education	education	NOUN
epaa-7254	133	65	are	be	AUX
epaa-7254	133	66	difficult	difficult	ADJ
epaa-7254	133	67	to	to	PART
epaa-7254	133	68	object	object	VERB
epaa-7254	133	69	to	to	ADP
epaa-7254	133	70	,	,	PUNCT
epaa-7254	133	71	but	but	CCONJ
epaa-7254	133	72	these	these	DET
epaa-7254	133	73	goals	goal	NOUN
epaa-7254	133	74	are	be	AUX
epaa-7254	133	75	already	already	ADV
epaa-7254	133	76	accepted	accept	VERB
epaa-7254	133	77	[	[	X
epaa-7254	133	78	p.	p.	NOUN
epaa-7254	133	79	281	281	NUM
epaa-7254	133	80	]	]	PUNCT
epaa-7254	133	81	.	.	PUNCT
epaa-7254	133	82	”	"	PUNCT
epaa-7254	134	1	tougher	tough	ADJ
epaa-7254	134	2	criticism	criticism	NOUN
epaa-7254	134	3	comes	come	VERB
epaa-7254	134	4	from	from	ADP
epaa-7254	134	5	sharma	sharma	PROPN
epaa-7254	134	6	(	(	PUNCT
epaa-7254	134	7	2016	2016	NUM
epaa-7254	134	8	)	)	PUNCT
epaa-7254	134	9	,	,	PUNCT
epaa-7254	134	10	who	who	PRON
epaa-7254	134	11	argues	argue	VERB
epaa-7254	134	12	that	that	SCONJ
epaa-7254	134	13	“	"	PUNCT
epaa-7254	134	14	educators	educator	NOUN
epaa-7254	134	15	and	and	CCONJ
epaa-7254	134	16	educator	educator	NOUN
epaa-7254	134	17	groups	group	NOUN
epaa-7254	134	18	working	work	VERB
epaa-7254	134	19	to	to	PART
epaa-7254	134	20	disarticulate	disarticulate	ADJ
epaa-7254	134	21	stem	stem	NOUN
epaa-7254	134	22	and	and	CCONJ
epaa-7254	134	23	rearticulate	rearticulate	VERB
epaa-7254	134	24	an	an	DET
epaa-7254	134	25	alternative	alternative	ADJ
epaa-7254	134	26	progressive	progressive	ADJ
epaa-7254	134	27	vision	vision	NOUN
epaa-7254	134	28	of	of	ADP
epaa-7254	134	29	school	school	NOUN
epaa-7254	134	30	science	science	NOUN
epaa-7254	134	31	should	should	AUX
epaa-7254	134	32	benefit	benefit	VERB
epaa-7254	134	33	from	from	ADP
epaa-7254	134	34	coming	come	VERB
epaa-7254	134	35	together	together	ADV
epaa-7254	134	36	on	on	ADP
epaa-7254	134	37	a	a	DET
epaa-7254	134	38	common	common	ADJ
epaa-7254	134	39	platform	platform	NOUN
epaa-7254	134	40	to	to	PART
epaa-7254	134	41	form	form	VERB
epaa-7254	134	42	a	a	DET
epaa-7254	134	43	global	global	ADJ
epaa-7254	134	44	movement	movement	NOUN
epaa-7254	134	45	against	against	ADP
epaa-7254	134	46	stem	stem	NOUN
epaa-7254	134	47	[	[	X
epaa-7254	134	48	pp	pp	X
epaa-7254	134	49	.	.	PUNCT
epaa-7254	135	1	47	47	NUM
epaa-7254	135	2	-	-	SYM
epaa-7254	135	3	48	48	NUM
epaa-7254	135	4	]	]	PUNCT
epaa-7254	135	5	.	.	PUNCT
epaa-7254	135	6	”	"	PUNCT
epaa-7254	136	1	the	the	DET
epaa-7254	136	2	nsf	nsf	PROPN
epaa-7254	136	3	is	be	AUX
epaa-7254	136	4	part	part	NOUN
epaa-7254	136	5	of	of	ADP
epaa-7254	136	6	the	the	DET
epaa-7254	136	7	“	"	PUNCT
epaa-7254	136	8	big	big	ADJ
epaa-7254	136	9	and	and	CCONJ
epaa-7254	136	10	powerful	powerful	ADJ
epaa-7254	136	11	actor	actor	NOUN
epaa-7254	136	12	-	-	PUNCT
epaa-7254	136	13	network	network	NOUN
epaa-7254	136	14	that	that	PRON
epaa-7254	136	15	exists	exist	VERB
epaa-7254	136	16	to	to	PART
epaa-7254	136	17	support	support	VERB
epaa-7254	136	18	the	the	DET
epaa-7254	136	19	hegemonic	hegemonic	ADJ
epaa-7254	136	20	practices	practice	NOUN
epaa-7254	136	21	,	,	PUNCT
epaa-7254	136	22	institutions	institution	NOUN
epaa-7254	136	23	and	and	CCONJ
epaa-7254	136	24	positive	positive	ADJ
epaa-7254	136	25	knowledges	knowledge	NOUN
epaa-7254	136	26	associated	associate	VERB
epaa-7254	136	27	with	with	ADP
epaa-7254	136	28	stem	stem	NOUN
epaa-7254	136	29	education	education	NOUN
epaa-7254	136	30	[	[	X
epaa-7254	136	31	p.	p.	NOUN
epaa-7254	136	32	48	48	NUM
epaa-7254	136	33	]	]	PUNCT
epaa-7254	136	34	.	.	PUNCT
epaa-7254	136	35	”	"	PUNCT
epaa-7254	137	1	if	if	SCONJ
epaa-7254	137	2	we	we	PRON
epaa-7254	137	3	accept	accept	VERB
epaa-7254	137	4	sharma	sharma	PROPN
epaa-7254	137	5	’s	’s	PART
epaa-7254	137	6	arguments	argument	NOUN
epaa-7254	137	7	,	,	PUNCT
epaa-7254	137	8	starting	start	VERB
epaa-7254	137	9	with	with	ADP
epaa-7254	137	10	cappelli	cappelli	PROPN
epaa-7254	137	11	’s	’s	PART
epaa-7254	137	12	data	datum	NOUN
epaa-7254	137	13	,	,	PUNCT
epaa-7254	137	14	then	then	ADV
epaa-7254	137	15	government	government	NOUN
epaa-7254	137	16	support	support	NOUN
epaa-7254	137	17	to	to	PART
epaa-7254	137	18	increase	increase	VERB
epaa-7254	137	19	the	the	DET
epaa-7254	137	20	number	number	NOUN
epaa-7254	137	21	of	of	ADP
epaa-7254	137	22	stem	stem	NOUN
epaa-7254	137	23	teachers	teacher	NOUN
epaa-7254	137	24	through	through	ADP
epaa-7254	137	25	programs	program	NOUN
epaa-7254	137	26	like	like	ADP
epaa-7254	137	27	noyce	noyce	PROPN
epaa-7254	137	28	is	be	AUX
epaa-7254	137	29	a	a	DET
epaa-7254	137	30	corporate	corporate	ADJ
epaa-7254	137	31	subsidy	subsidy	NOUN
epaa-7254	137	32	and	and	CCONJ
epaa-7254	137	33	we	we	PRON
epaa-7254	137	34	should	should	AUX
epaa-7254	137	35	oppose	oppose	VERB
epaa-7254	137	36	it	it	PRON
epaa-7254	137	37	.	.	PUNCT
epaa-7254	138	1	figure	figure	VERB
epaa-7254	138	2	2	2	NUM
epaa-7254	138	3	total	total	ADJ
epaa-7254	138	4	stem	stem	NOUN
epaa-7254	138	5	certificates	certificate	NOUN
epaa-7254	138	6	,	,	PUNCT
epaa-7254	138	7	2010	2010	NUM
epaa-7254	138	8	-	-	SYM
epaa-7254	138	9	11	11	NUM
epaa-7254	138	10	through	through	ADP
epaa-7254	138	11	2018	2018	NUM
epaa-7254	138	12	-	-	SYM
epaa-7254	138	13	19	19	NUM
epaa-7254	138	14	,	,	PUNCT
epaa-7254	138	15	linear	linear	ADJ
epaa-7254	138	16	projection	projection	NOUN
epaa-7254	138	17	through	through	ADP
epaa-7254	138	18	2029	2029	NUM
epaa-7254	138	19	source	source	NOUN
epaa-7254	138	20	:	:	PUNCT
epaa-7254	138	21	data	datum	NOUN
epaa-7254	138	22	from	from	ADP
epaa-7254	138	23	title	title	PROPN
epaa-7254	138	24	ii	ii	PROPN
epaa-7254	138	25	(	(	PUNCT
epaa-7254	138	26	us	us	PROPN
epaa-7254	138	27	department	department	PROPN
epaa-7254	138	28	of	of	ADP
epaa-7254	138	29	education	education	NOUN
epaa-7254	138	30	,	,	PUNCT
epaa-7254	138	31	2021	2021	NUM
epaa-7254	138	32	)	)	PUNCT
epaa-7254	139	1	noyce	noyce	VERB
epaa-7254	139	2	outcomes	outcome	NOUN
epaa-7254	139	3	in	in	ADP
epaa-7254	139	4	texas	texas	PROPN
epaa-7254	139	5	9	9	NUM
epaa-7254	139	6	this	this	DET
epaa-7254	139	7	point	point	NOUN
epaa-7254	139	8	of	of	ADP
epaa-7254	139	9	view	view	NOUN
epaa-7254	139	10	overlooks	overlook	VERB
epaa-7254	139	11	developments	development	NOUN
epaa-7254	139	12	in	in	ADP
epaa-7254	139	13	the	the	DET
epaa-7254	139	14	united	united	PROPN
epaa-7254	139	15	states	states	PROPN
epaa-7254	139	16	that	that	PRON
epaa-7254	139	17	will	will	AUX
epaa-7254	139	18	undermine	undermine	VERB
epaa-7254	139	19	broad	broad	ADJ
epaa-7254	139	20	scientific	scientific	ADJ
epaa-7254	139	21	literacy	literacy	NOUN
epaa-7254	139	22	,	,	PUNCT
epaa-7254	139	23	impact	impact	NOUN
epaa-7254	139	24	all	all	DET
epaa-7254	139	25	students	student	NOUN
epaa-7254	139	26	negatively	negatively	ADV
epaa-7254	139	27	,	,	PUNCT
epaa-7254	139	28	and	and	CCONJ
epaa-7254	139	29	particularly	particularly	ADV
epaa-7254	139	30	hurt	hurt	VERB
epaa-7254	139	31	those	those	PRON
epaa-7254	139	32	from	from	ADP
epaa-7254	139	33	marginalized	marginalize	VERB
epaa-7254	139	34	groups	group	NOUN
epaa-7254	139	35	.	.	PUNCT
epaa-7254	140	1	our	our	PRON
epaa-7254	140	2	analysis	analysis	NOUN
epaa-7254	140	3	of	of	ADP
epaa-7254	140	4	national	national	ADJ
epaa-7254	140	5	data	datum	NOUN
epaa-7254	140	6	(	(	PUNCT
epaa-7254	140	7	us	us	PROPN
epaa-7254	140	8	department	department	PROPN
epaa-7254	140	9	of	of	ADP
epaa-7254	140	10	education	education	NOUN
epaa-7254	140	11	,	,	PUNCT
epaa-7254	140	12	2021	2021	NUM
epaa-7254	140	13	)	)	PUNCT
epaa-7254	140	14	finds	find	VERB
epaa-7254	140	15	that	that	DET
epaa-7254	140	16	teacher	teacher	NOUN
epaa-7254	140	17	preparation	preparation	NOUN
epaa-7254	140	18	in	in	ADP
epaa-7254	140	19	the	the	DET
epaa-7254	140	20	united	united	PROPN
epaa-7254	140	21	states	states	PROPN
epaa-7254	140	22	is	be	AUX
epaa-7254	140	23	declining	decline	VERB
epaa-7254	140	24	at	at	ADP
epaa-7254	140	25	an	an	DET
epaa-7254	140	26	alarming	alarming	ADJ
epaa-7254	140	27	rate	rate	NOUN
epaa-7254	140	28	(	(	PUNCT
epaa-7254	140	29	partelow	partelow	ADJ
epaa-7254	140	30	,	,	PUNCT
epaa-7254	140	31	2019	2019	NUM
epaa-7254	140	32	)	)	PUNCT
epaa-7254	140	33	.	.	PUNCT
epaa-7254	141	1	while	while	SCONJ
epaa-7254	141	2	85,386	85,386	NUM
epaa-7254	141	3	individuals	individual	NOUN
epaa-7254	141	4	completed	complete	VERB
epaa-7254	141	5	traditional	traditional	ADJ
epaa-7254	141	6	university	university	NOUN
epaa-7254	141	7	-	-	PUNCT
epaa-7254	141	8	based	base	VERB
epaa-7254	141	9	teacher	teacher	NOUN
epaa-7254	141	10	education	education	NOUN
epaa-7254	141	11	programs	program	NOUN
epaa-7254	141	12	in	in	ADP
epaa-7254	141	13	2008	2008	NUM
epaa-7254	141	14	-	-	SYM
epaa-7254	141	15	2009	2009	NUM
epaa-7254	141	16	,	,	PUNCT
epaa-7254	141	17	by	by	ADP
epaa-7254	141	18	2018	2018	NUM
epaa-7254	141	19	-	-	SYM
epaa-7254	141	20	2019	2019	NUM
epaa-7254	141	21	the	the	DET
epaa-7254	141	22	number	number	NOUN
epaa-7254	141	23	had	have	AUX
epaa-7254	141	24	fallen	fall	VERB
epaa-7254	141	25	to	to	ADP
epaa-7254	141	26	50,692	50,692	NUM
epaa-7254	141	27	,	,	PUNCT
epaa-7254	141	28	a	a	DET
epaa-7254	141	29	40	40	NUM
epaa-7254	141	30	%	%	NOUN
epaa-7254	141	31	drop	drop	NOUN
epaa-7254	141	32	.	.	PUNCT
epaa-7254	142	1	in	in	ADP
epaa-7254	142	2	figure	figure	NOUN
epaa-7254	142	3	2	2	NUM
epaa-7254	142	4	we	we	PRON
epaa-7254	142	5	focus	focus	VERB
epaa-7254	142	6	on	on	ADP
epaa-7254	142	7	stem	stem	NOUN
epaa-7254	142	8	certificates	certificate	NOUN
epaa-7254	142	9	.	.	PUNCT
epaa-7254	143	1	the	the	DET
epaa-7254	143	2	number	number	NOUN
epaa-7254	143	3	of	of	ADP
epaa-7254	143	4	stem	stem	NOUN
epaa-7254	143	5	certificates	certificate	NOUN
epaa-7254	143	6	issued	issue	VERB
epaa-7254	143	7	by	by	ADP
epaa-7254	143	8	universities	university	NOUN
epaa-7254	143	9	to	to	ADP
epaa-7254	143	10	new	new	ADJ
epaa-7254	143	11	teachers	teacher	NOUN
epaa-7254	143	12	in	in	ADP
epaa-7254	143	13	2010	2010	NUM
epaa-7254	143	14	-	-	SYM
epaa-7254	143	15	2011	2011	NUM
epaa-7254	143	16	was	be	AUX
epaa-7254	143	17	24,443	24,443	NUM
epaa-7254	143	18	,	,	PUNCT
epaa-7254	143	19	while	while	SCONJ
epaa-7254	143	20	in	in	ADP
epaa-7254	143	21	2018	2018	NUM
epaa-7254	143	22	-	-	SYM
epaa-7254	143	23	2019	2019	NUM
epaa-7254	143	24	it	it	PRON
epaa-7254	143	25	had	have	AUX
epaa-7254	143	26	fallen	fall	VERB
epaa-7254	143	27	45	45	NUM
epaa-7254	143	28	%	%	NOUN
epaa-7254	143	29	to	to	ADP
epaa-7254	143	30	13,486	13,486	NUM
epaa-7254	143	31	.	.	PUNCT
epaa-7254	144	1	if	if	SCONJ
epaa-7254	144	2	the	the	DET
epaa-7254	144	3	drop	drop	NOUN
epaa-7254	144	4	in	in	ADP
epaa-7254	144	5	production	production	NOUN
epaa-7254	144	6	continues	continue	VERB
epaa-7254	144	7	at	at	ADP
epaa-7254	144	8	the	the	DET
epaa-7254	144	9	pace	pace	NOUN
epaa-7254	144	10	of	of	ADP
epaa-7254	144	11	the	the	DET
epaa-7254	144	12	last	last	ADJ
epaa-7254	144	13	eight	eight	NUM
epaa-7254	144	14	years	year	NOUN
epaa-7254	144	15	,	,	PUNCT
epaa-7254	144	16	figure	figure	NOUN
epaa-7254	144	17	2	2	NUM
epaa-7254	144	18	shows	show	VERB
epaa-7254	144	19	that	that	SCONJ
epaa-7254	144	20	in	in	ADP
epaa-7254	144	21	a	a	DET
epaa-7254	144	22	decade	decade	NOUN
epaa-7254	144	23	u.s	u.s	PROPN
epaa-7254	144	24	.	.	PROPN
epaa-7254	144	25	universities	university	NOUN
epaa-7254	144	26	will	will	AUX
epaa-7254	144	27	not	not	PART
epaa-7254	144	28	be	be	AUX
epaa-7254	144	29	producing	produce	VERB
epaa-7254	144	30	secondary	secondary	ADJ
epaa-7254	144	31	stem	stem	NOUN
epaa-7254	144	32	teachers	teacher	NOUN
epaa-7254	144	33	at	at	ADV
epaa-7254	144	34	all	all	ADV
epaa-7254	144	35	.	.	PUNCT
epaa-7254	145	1	figure	figure	VERB
epaa-7254	145	2	3	3	NUM
epaa-7254	145	3	probability	probability	NOUN
epaa-7254	145	4	students	student	NOUN
epaa-7254	145	5	attend	attend	VERB
epaa-7254	145	6	schools	school	NOUN
epaa-7254	145	7	without	without	ADP
epaa-7254	145	8	physics	physics	NOUN
epaa-7254	145	9	and	and	CCONJ
epaa-7254	145	10	calculus	calculus	PROPN
epaa-7254	145	11	teachers	teacher	NOUN
epaa-7254	145	12	,	,	PUNCT
epaa-7254	145	13	and	and	CCONJ
epaa-7254	145	14	probabilities	probabilitie	VERB
epaa-7254	145	15	students	student	NOUN
epaa-7254	145	16	from	from	ADP
epaa-7254	145	17	different	different	ADJ
epaa-7254	145	18	groups	group	NOUN
epaa-7254	145	19	take	take	VERB
epaa-7254	145	20	high	high	ADJ
epaa-7254	145	21	school	school	NOUN
epaa-7254	145	22	calculus	calculus	NOUN
epaa-7254	145	23	,	,	PUNCT
epaa-7254	145	24	chemistry	chemistry	NOUN
epaa-7254	145	25	,	,	PUNCT
epaa-7254	145	26	and	and	CCONJ
epaa-7254	145	27	physics	physics	NOUN
epaa-7254	145	28	source	source	NOUN
epaa-7254	145	29	:	:	PUNCT
epaa-7254	145	30	data	datum	NOUN
epaa-7254	145	31	from	from	ADP
epaa-7254	145	32	2017	2017	NUM
epaa-7254	145	33	-	-	SYM
epaa-7254	145	34	2018	2018	NUM
epaa-7254	145	35	civil	civil	ADJ
epaa-7254	145	36	rights	right	NOUN
epaa-7254	145	37	data	datum	NOUN
epaa-7254	145	38	collection	collection	NOUN
epaa-7254	145	39	(	(	PUNCT
epaa-7254	145	40	us	us	PROPN
epaa-7254	145	41	department	department	PROPN
epaa-7254	145	42	of	of	ADP
epaa-7254	145	43	education	education	NOUN
epaa-7254	145	44	,	,	PUNCT
epaa-7254	145	45	2020	2020	NUM
epaa-7254	145	46	)	)	PUNCT
epaa-7254	145	47	stem	stem	NOUN
epaa-7254	145	48	teacher	teacher	NOUN
epaa-7254	145	49	shortages	shortage	NOUN
epaa-7254	145	50	already	already	ADV
epaa-7254	145	51	exist	exist	VERB
epaa-7254	145	52	.	.	PUNCT
epaa-7254	146	1	school	school	NOUN
epaa-7254	146	2	districts	district	NOUN
epaa-7254	146	3	report	report	VERB
epaa-7254	146	4	great	great	ADJ
epaa-7254	146	5	difficulty	difficulty	NOUN
epaa-7254	146	6	in	in	ADP
epaa-7254	146	7	hiring	hire	VERB
epaa-7254	146	8	stem	stem	NOUN
epaa-7254	146	9	teachers	teacher	NOUN
epaa-7254	146	10	(	(	PUNCT
epaa-7254	146	11	american	american	PROPN
epaa-7254	146	12	association	association	PROPN
epaa-7254	146	13	for	for	ADP
epaa-7254	146	14	employment	employment	NOUN
epaa-7254	146	15	in	in	ADP
epaa-7254	146	16	education	education	NOUN
epaa-7254	146	17	,	,	PUNCT
epaa-7254	146	18	2020	2020	NUM
epaa-7254	146	19	)	)	PUNCT
epaa-7254	146	20	.	.	PUNCT
epaa-7254	147	1	shortages	shortage	NOUN
epaa-7254	147	2	of	of	ADP
epaa-7254	147	3	computer	computer	NOUN
epaa-7254	147	4	science	science	NOUN
epaa-7254	147	5	teachers	teacher	NOUN
epaa-7254	147	6	are	be	AUX
epaa-7254	147	7	well	well	ADV
epaa-7254	147	8	documented	document	VERB
epaa-7254	147	9	(	(	PUNCT
epaa-7254	147	10	code.org	code.org	X
epaa-7254	147	11	advocacy	advocacy	NOUN
epaa-7254	147	12	coalition	coalition	NOUN
epaa-7254	147	13	et	et	PROPN
epaa-7254	147	14	al	al	PROPN
epaa-7254	147	15	.	.	PROPN
epaa-7254	147	16	,	,	PUNCT
epaa-7254	147	17	2021	2021	NUM
epaa-7254	147	18	)	)	PUNCT
epaa-7254	147	19	.	.	PUNCT
epaa-7254	148	1	specific	specific	ADJ
epaa-7254	148	2	evidence	evidence	NOUN
epaa-7254	148	3	comes	come	VERB
epaa-7254	148	4	from	from	ADP
epaa-7254	148	5	school	school	NOUN
epaa-7254	148	6	-	-	PUNCT
epaa-7254	148	7	by	by	ADP
epaa-7254	148	8	-	-	PUNCT
epaa-7254	148	9	school	school	NOUN
epaa-7254	148	10	civil	civil	ADJ
epaa-7254	148	11	rights	right	NOUN
epaa-7254	148	12	data	datum	NOUN
epaa-7254	148	13	describing	describe	VERB
epaa-7254	148	14	the	the	DET
epaa-7254	148	15	demographics	demographic	NOUN
epaa-7254	148	16	of	of	ADP
epaa-7254	148	17	students	student	NOUN
epaa-7254	148	18	taking	take	VERB
epaa-7254	148	19	coursework	coursework	NOUN
epaa-7254	148	20	(	(	PUNCT
epaa-7254	148	21	us	us	PROPN
epaa-7254	148	22	department	department	PROPN
epaa-7254	148	23	of	of	ADP
epaa-7254	148	24	education	education	NOUN
epaa-7254	148	25	,	,	PUNCT
epaa-7254	148	26	2020	2020	NUM
epaa-7254	148	27	)	)	PUNCT
epaa-7254	148	28	.	.	PUNCT
epaa-7254	149	1	as	as	SCONJ
epaa-7254	149	2	shown	show	VERB
epaa-7254	149	3	in	in	ADP
epaa-7254	149	4	figure	figure	NOUN
epaa-7254	149	5	3	3	NUM
epaa-7254	149	6	,	,	PUNCT
epaa-7254	149	7	black	black	ADJ
epaa-7254	149	8	and	and	CCONJ
epaa-7254	149	9	hispanic	hispanic	ADJ
epaa-7254	149	10	students	student	NOUN
epaa-7254	149	11	are	be	AUX
epaa-7254	149	12	much	much	ADV
epaa-7254	149	13	more	more	ADV
epaa-7254	149	14	likely	likely	ADJ
epaa-7254	149	15	than	than	ADP
epaa-7254	149	16	their	their	PRON
epaa-7254	149	17	white	white	PROPN
epaa-7254	149	18	counterparts	counterpart	NOUN
epaa-7254	149	19	to	to	PART
epaa-7254	149	20	attend	attend	VERB
epaa-7254	149	21	schools	school	NOUN
epaa-7254	149	22	completely	completely	ADV
epaa-7254	149	23	lacking	lack	VERB
epaa-7254	149	24	education	education	NOUN
epaa-7254	149	25	policy	policy	NOUN
epaa-7254	149	26	analysis	analysis	NOUN
epaa-7254	149	27	archives	archive	NOUN
epaa-7254	149	28	vol	vol	NOUN
epaa-7254	149	29	.	.	PROPN
epaa-7254	150	1	30	30	NUM
epaa-7254	151	1	no	no	NOUN
epaa-7254	151	2	.	.	NOUN
epaa-7254	152	1	147	147	NUM
epaa-7254	152	2	10	10	NUM
epaa-7254	152	3	basic	basic	ADJ
epaa-7254	152	4	stem	stem	NOUN
epaa-7254	152	5	courses	course	NOUN
epaa-7254	152	6	such	such	ADJ
epaa-7254	152	7	as	as	ADP
epaa-7254	152	8	physics	physics	NOUN
epaa-7254	152	9	or	or	CCONJ
epaa-7254	152	10	calculus	calculus	NOUN
epaa-7254	152	11	.	.	PUNCT
epaa-7254	153	1	overall	overall	ADV
epaa-7254	153	2	,	,	PUNCT
epaa-7254	153	3	they	they	PRON
epaa-7254	153	4	take	take	VERB
epaa-7254	153	5	calculus	calculus	NOUN
epaa-7254	153	6	,	,	PUNCT
epaa-7254	153	7	physics	physics	NOUN
epaa-7254	153	8	,	,	PUNCT
epaa-7254	153	9	and	and	CCONJ
epaa-7254	153	10	chemistry	chemistry	NOUN
epaa-7254	153	11	at	at	ADP
epaa-7254	153	12	much	much	ADV
epaa-7254	153	13	lower	low	ADJ
epaa-7254	153	14	rates	rate	NOUN
epaa-7254	153	15	than	than	ADP
epaa-7254	153	16	white	white	ADJ
epaa-7254	153	17	students	student	NOUN
epaa-7254	153	18	.	.	PUNCT
epaa-7254	154	1	thus	thus	ADV
epaa-7254	154	2	,	,	PUNCT
epaa-7254	154	3	a	a	DET
epaa-7254	154	4	large	large	ADJ
epaa-7254	154	5	fraction	fraction	NOUN
epaa-7254	154	6	of	of	ADP
epaa-7254	154	7	the	the	DET
epaa-7254	154	8	country	country	NOUN
epaa-7254	154	9	’s	’s	PART
epaa-7254	154	10	black	black	ADJ
epaa-7254	154	11	and	and	CCONJ
epaa-7254	154	12	hispanic	hispanic	ADJ
epaa-7254	154	13	students	student	NOUN
epaa-7254	154	14	are	be	AUX
epaa-7254	154	15	effectively	effectively	ADV
epaa-7254	154	16	deprived	deprive	VERB
epaa-7254	154	17	any	any	DET
epaa-7254	154	18	realistic	realistic	ADJ
epaa-7254	154	19	opportunity	opportunity	NOUN
epaa-7254	154	20	of	of	ADP
epaa-7254	154	21	pursuing	pursue	VERB
epaa-7254	154	22	stem	stem	NOUN
epaa-7254	154	23	careers	career	NOUN
epaa-7254	154	24	even	even	ADV
epaa-7254	154	25	before	before	SCONJ
epaa-7254	154	26	they	they	PRON
epaa-7254	154	27	leave	leave	VERB
epaa-7254	154	28	high	high	ADJ
epaa-7254	154	29	school	school	NOUN
epaa-7254	154	30	.	.	PUNCT
epaa-7254	155	1	the	the	DET
epaa-7254	155	2	disparate	disparate	ADJ
epaa-7254	155	3	outcomes	outcome	NOUN
epaa-7254	155	4	for	for	ADP
epaa-7254	155	5	marginalized	marginalize	VERB
epaa-7254	155	6	groups	group	NOUN
epaa-7254	155	7	are	be	AUX
epaa-7254	155	8	even	even	ADV
epaa-7254	155	9	more	more	ADV
epaa-7254	155	10	evident	evident	ADJ
epaa-7254	155	11	when	when	SCONJ
epaa-7254	155	12	one	one	NUM
epaa-7254	155	13	examines	examine	VERB
epaa-7254	155	14	stem	stem	NOUN
epaa-7254	155	15	degrees	degree	NOUN
epaa-7254	155	16	from	from	ADP
epaa-7254	155	17	universities	university	NOUN
epaa-7254	155	18	.	.	PUNCT
epaa-7254	156	1	while	while	SCONJ
epaa-7254	156	2	black	black	ADJ
epaa-7254	156	3	and	and	CCONJ
epaa-7254	156	4	hispanic	hispanic	ADJ
epaa-7254	156	5	americans	americans	PROPN
epaa-7254	156	6	constitute	constitute	VERB
epaa-7254	156	7	14	14	NUM
epaa-7254	156	8	%	%	NOUN
epaa-7254	156	9	and	and	CCONJ
epaa-7254	156	10	18	18	NUM
epaa-7254	156	11	%	%	NOUN
epaa-7254	156	12	of	of	ADP
epaa-7254	156	13	the	the	DET
epaa-7254	156	14	us	us	PROPN
epaa-7254	156	15	population	population	NOUN
epaa-7254	156	16	respectively	respectively	ADV
epaa-7254	156	17	,	,	PUNCT
epaa-7254	156	18	their	their	PRON
epaa-7254	156	19	share	share	NOUN
epaa-7254	156	20	of	of	ADP
epaa-7254	156	21	bachelor	bachelor	NOUN
epaa-7254	156	22	’s	’s	PART
epaa-7254	156	23	and	and	CCONJ
epaa-7254	156	24	doctoral	doctoral	ADJ
epaa-7254	156	25	degrees	degree	NOUN
epaa-7254	156	26	awarded	award	VERB
epaa-7254	156	27	in	in	ADP
epaa-7254	156	28	stem	stem	NOUN
epaa-7254	156	29	is	be	AUX
epaa-7254	156	30	much	much	ADV
epaa-7254	156	31	smaller	small	ADJ
epaa-7254	156	32	than	than	ADP
epaa-7254	156	33	this	this	PRON
epaa-7254	156	34	,	,	PUNCT
epaa-7254	156	35	as	as	SCONJ
epaa-7254	156	36	shown	show	VERB
epaa-7254	156	37	in	in	ADP
epaa-7254	156	38	figure	figure	NOUN
epaa-7254	156	39	4	4	NUM
epaa-7254	156	40	.	.	PUNCT
epaa-7254	157	1	it	it	PRON
epaa-7254	157	2	is	be	AUX
epaa-7254	157	3	these	these	DET
epaa-7254	157	4	observations	observation	NOUN
epaa-7254	157	5	,	,	PUNCT
epaa-7254	157	6	more	more	ADJ
epaa-7254	157	7	than	than	ADP
epaa-7254	157	8	the	the	DET
epaa-7254	157	9	worry	worry	NOUN
epaa-7254	157	10	that	that	SCONJ
epaa-7254	157	11	the	the	DET
epaa-7254	157	12	us	us	PROPN
epaa-7254	157	13	can	can	AUX
epaa-7254	157	14	not	not	PART
epaa-7254	157	15	meet	meet	VERB
epaa-7254	157	16	workforce	workforce	NOUN
epaa-7254	157	17	needs	need	NOUN
epaa-7254	157	18	,	,	PUNCT
epaa-7254	157	19	that	that	PRON
epaa-7254	157	20	motivate	motivate	VERB
epaa-7254	157	21	us	we	PRON
epaa-7254	157	22	to	to	PART
epaa-7254	157	23	advocate	advocate	VERB
epaa-7254	157	24	for	for	ADP
epaa-7254	157	25	more	more	ADJ
epaa-7254	157	26	stem	stem	NOUN
epaa-7254	157	27	teachers	teacher	NOUN
epaa-7254	157	28	.	.	PUNCT
epaa-7254	158	1	figure	figure	VERB
epaa-7254	158	2	4	4	NUM
epaa-7254	158	3	percentage	percentage	NOUN
epaa-7254	158	4	of	of	ADP
epaa-7254	158	5	bachelor	bachelor	NOUN
epaa-7254	158	6	’s	’s	PART
epaa-7254	158	7	and	and	CCONJ
epaa-7254	158	8	doctoral	doctoral	ADJ
epaa-7254	158	9	degrees	degree	NOUN
epaa-7254	158	10	in	in	ADP
epaa-7254	158	11	selected	select	VERB
epaa-7254	158	12	stem	stem	NOUN
epaa-7254	158	13	areas	area	NOUN
epaa-7254	158	14	awarded	award	VERB
epaa-7254	158	15	to	to	ADP
epaa-7254	158	16	various	various	ADJ
epaa-7254	158	17	groups	group	NOUN
epaa-7254	158	18	in	in	ADP
epaa-7254	158	19	2018	2018	NUM
epaa-7254	158	20	-	-	SYM
epaa-7254	158	21	2019	2019	NUM
epaa-7254	158	22	.	.	PUNCT
epaa-7254	159	1	total	total	ADJ
epaa-7254	159	2	numbers	number	NOUN
epaa-7254	159	3	of	of	ADP
epaa-7254	159	4	degrees	degree	NOUN
epaa-7254	159	5	awarded	award	VERB
epaa-7254	159	6	indicated	indicate	VERB
epaa-7254	159	7	as	as	ADP
epaa-7254	159	8	labels	label	NOUN
epaa-7254	159	9	source	source	NOUN
epaa-7254	159	10	:	:	PUNCT
epaa-7254	159	11	data	datum	NOUN
epaa-7254	159	12	for	for	ADP
epaa-7254	159	13	2018	2018	NUM
epaa-7254	159	14	-	-	SYM
epaa-7254	159	15	2019	2019	NUM
epaa-7254	159	16	from	from	ADP
epaa-7254	159	17	the	the	DET
epaa-7254	159	18	integrated	integrate	VERB
epaa-7254	159	19	postsecondary	postsecondary	ADJ
epaa-7254	159	20	education	education	NOUN
epaa-7254	159	21	data	data	NOUN
epaa-7254	159	22	system(national	system(national	ADJ
epaa-7254	159	23	center	center	NOUN
epaa-7254	159	24	for	for	ADP
epaa-7254	159	25	education	education	NOUN
epaa-7254	159	26	statistics	statistic	NOUN
epaa-7254	159	27	,	,	PUNCT
epaa-7254	159	28	2019	2019	NUM
epaa-7254	159	29	)	)	PUNCT
epaa-7254	159	30	there	there	PRON
epaa-7254	159	31	may	may	AUX
epaa-7254	159	32	well	well	ADV
epaa-7254	159	33	not	not	PART
epaa-7254	159	34	be	be	AUX
epaa-7254	159	35	a	a	DET
epaa-7254	159	36	great	great	ADJ
epaa-7254	159	37	current	current	ADJ
epaa-7254	159	38	shortage	shortage	NOUN
epaa-7254	159	39	of	of	ADP
epaa-7254	159	40	stem	stem	NOUN
epaa-7254	159	41	workers	worker	NOUN
epaa-7254	159	42	in	in	ADP
epaa-7254	159	43	the	the	DET
epaa-7254	159	44	united	united	PROPN
epaa-7254	159	45	states	states	PROPN
epaa-7254	159	46	(	(	PUNCT
epaa-7254	159	47	cappelli	cappelli	PROPN
epaa-7254	159	48	,	,	PUNCT
epaa-7254	159	49	2015	2015	NUM
epaa-7254	159	50	)	)	PUNCT
epaa-7254	159	51	,	,	PUNCT
epaa-7254	159	52	but	but	CCONJ
epaa-7254	159	53	if	if	SCONJ
epaa-7254	159	54	so	so	ADV
epaa-7254	159	55	it	it	PRON
epaa-7254	159	56	is	be	AUX
epaa-7254	159	57	because	because	SCONJ
epaa-7254	159	58	,	,	PUNCT
epaa-7254	159	59	as	as	SCONJ
epaa-7254	159	60	illustrated	illustrate	VERB
epaa-7254	159	61	for	for	ADP
epaa-7254	159	62	doctoral	doctoral	ADJ
epaa-7254	159	63	degrees	degree	NOUN
epaa-7254	159	64	in	in	ADP
epaa-7254	159	65	figure	figure	NOUN
epaa-7254	159	66	4	4	NUM
epaa-7254	159	67	,	,	PUNCT
epaa-7254	159	68	the	the	DET
epaa-7254	159	69	us	us	PROPN
epaa-7254	159	70	freely	freely	ADV
epaa-7254	159	71	noyce	noyce	VERB
epaa-7254	159	72	outcomes	outcome	NOUN
epaa-7254	159	73	in	in	ADP
epaa-7254	159	74	texas	texas	PROPN
epaa-7254	159	75	11	11	NUM
epaa-7254	159	76	imports	import	NOUN
epaa-7254	159	77	stem	stem	VERB
epaa-7254	159	78	talent	talent	NOUN
epaa-7254	159	79	from	from	ADP
epaa-7254	159	80	around	around	ADP
epaa-7254	159	81	the	the	DET
epaa-7254	159	82	world	world	NOUN
epaa-7254	159	83	.	.	PUNCT
epaa-7254	160	1	the	the	DET
epaa-7254	160	2	opportunities	opportunity	NOUN
epaa-7254	160	3	available	available	ADJ
epaa-7254	160	4	to	to	ADP
epaa-7254	160	5	people	people	NOUN
epaa-7254	160	6	growing	grow	VERB
epaa-7254	160	7	up	up	ADP
epaa-7254	160	8	in	in	ADP
epaa-7254	160	9	the	the	DET
epaa-7254	160	10	us	us	PROPN
epaa-7254	160	11	are	be	AUX
epaa-7254	160	12	limited	limited	ADJ
epaa-7254	160	13	and	and	CCONJ
epaa-7254	160	14	inequitable	inequitable	ADJ
epaa-7254	160	15	.	.	PUNCT
epaa-7254	161	1	this	this	PRON
epaa-7254	161	2	must	must	AUX
epaa-7254	161	3	change	change	VERB
epaa-7254	161	4	,	,	PUNCT
epaa-7254	161	5	starting	start	VERB
epaa-7254	161	6	with	with	ADP
epaa-7254	161	7	opportunities	opportunity	NOUN
epaa-7254	161	8	and	and	CCONJ
epaa-7254	161	9	enrollment	enrollment	NOUN
epaa-7254	161	10	in	in	ADP
epaa-7254	161	11	stem	stem	NOUN
epaa-7254	161	12	courses	course	NOUN
epaa-7254	161	13	in	in	ADP
epaa-7254	161	14	high	high	ADJ
epaa-7254	161	15	school	school	NOUN
epaa-7254	161	16	.	.	PUNCT
epaa-7254	162	1	the	the	DET
epaa-7254	162	2	us	us	PROPN
epaa-7254	162	3	requires	require	VERB
epaa-7254	162	4	more	more	ADV
epaa-7254	162	5	great	great	ADJ
epaa-7254	162	6	secondary	secondary	ADJ
epaa-7254	162	7	stem	stem	NOUN
epaa-7254	162	8	teachers	teacher	NOUN
epaa-7254	162	9	than	than	SCONJ
epaa-7254	162	10	we	we	PRON
epaa-7254	162	11	have	have	VERB
epaa-7254	162	12	now	now	ADV
epaa-7254	162	13	,	,	PUNCT
epaa-7254	162	14	rather	rather	ADV
epaa-7254	162	15	than	than	ADP
epaa-7254	162	16	the	the	DET
epaa-7254	162	17	declining	decline	VERB
epaa-7254	162	18	numbers	number	NOUN
epaa-7254	162	19	shown	show	VERB
epaa-7254	162	20	in	in	ADP
epaa-7254	162	21	figure	figure	NOUN
epaa-7254	162	22	2	2	NUM
epaa-7254	162	23	.	.	PUNCT
epaa-7254	163	1	there	there	PRON
epaa-7254	163	2	is	be	VERB
epaa-7254	163	3	no	no	DET
epaa-7254	163	4	high	high	ADJ
epaa-7254	163	5	school	school	NOUN
epaa-7254	163	6	science	science	NOUN
epaa-7254	163	7	,	,	PUNCT
epaa-7254	163	8	progressive	progressive	ADJ
epaa-7254	163	9	or	or	CCONJ
epaa-7254	163	10	otherwise	otherwise	ADV
epaa-7254	163	11	,	,	PUNCT
epaa-7254	163	12	without	without	ADP
epaa-7254	163	13	mathematics	mathematic	NOUN
epaa-7254	163	14	,	,	PUNCT
epaa-7254	163	15	chemistry	chemistry	NOUN
epaa-7254	163	16	,	,	PUNCT
epaa-7254	163	17	physics	physics	NOUN
epaa-7254	163	18	,	,	PUNCT
epaa-7254	163	19	biology	biology	NOUN
epaa-7254	163	20	,	,	PUNCT
epaa-7254	163	21	and	and	CCONJ
epaa-7254	163	22	computer	computer	NOUN
epaa-7254	163	23	science	science	NOUN
epaa-7254	163	24	teachers	teacher	NOUN
epaa-7254	163	25	,	,	PUNCT
epaa-7254	163	26	and	and	CCONJ
epaa-7254	163	27	there	there	PRON
epaa-7254	163	28	is	be	VERB
epaa-7254	163	29	no	no	DET
epaa-7254	163	30	federal	federal	ADJ
epaa-7254	163	31	program	program	NOUN
epaa-7254	163	32	to	to	PART
epaa-7254	163	33	increase	increase	VERB
epaa-7254	163	34	their	their	PRON
epaa-7254	163	35	numbers	number	NOUN
epaa-7254	163	36	but	but	CCONJ
epaa-7254	163	37	noyce	noyce	NOUN
epaa-7254	163	38	.	.	PUNCT
epaa-7254	164	1	studies	study	NOUN
epaa-7254	164	2	of	of	ADP
epaa-7254	164	3	noyce	noyce	PROPN
epaa-7254	164	4	only	only	ADV
epaa-7254	164	5	a	a	DET
epaa-7254	164	6	few	few	ADJ
epaa-7254	164	7	peer	peer	NOUN
epaa-7254	164	8	-	-	PUNCT
epaa-7254	164	9	reviewed	review	VERB
epaa-7254	164	10	studies	study	NOUN
epaa-7254	164	11	empirically	empirically	ADV
epaa-7254	164	12	assess	assess	VERB
epaa-7254	164	13	the	the	DET
epaa-7254	164	14	effectiveness	effectiveness	NOUN
epaa-7254	164	15	of	of	ADP
epaa-7254	164	16	the	the	DET
epaa-7254	164	17	noyce	noyce	PROPN
epaa-7254	164	18	programs	program	NOUN
epaa-7254	164	19	or	or	CCONJ
epaa-7254	164	20	their	their	PRON
epaa-7254	164	21	graduates	graduate	NOUN
epaa-7254	164	22	,	,	PUNCT
epaa-7254	164	23	and	and	CCONJ
epaa-7254	164	24	most	most	ADJ
epaa-7254	164	25	are	be	AUX
epaa-7254	164	26	more	more	ADJ
epaa-7254	164	27	than	than	ADP
epaa-7254	164	28	a	a	PRON
epaa-7254	164	29	decade	decade	NOUN
epaa-7254	164	30	old.kirchhoff	old.kirchhoff	NOUN
epaa-7254	164	31	&	&	CCONJ
epaa-7254	164	32	lawrenz	lawrenz	PROPN
epaa-7254	164	33	(	(	PUNCT
epaa-7254	164	34	2011	2011	NUM
epaa-7254	164	35	)	)	PUNCT
epaa-7254	164	36	used	use	VERB
epaa-7254	164	37	an	an	DET
epaa-7254	164	38	inductive	inductive	ADJ
epaa-7254	164	39	grounded	ground	VERB
epaa-7254	164	40	theory	theory	NOUN
epaa-7254	164	41	strategy	strategy	NOUN
epaa-7254	164	42	to	to	PART
epaa-7254	164	43	understand	understand	VERB
epaa-7254	164	44	the	the	DET
epaa-7254	164	45	role	role	NOUN
epaa-7254	164	46	of	of	ADP
epaa-7254	164	47	teacher	teacher	NOUN
epaa-7254	164	48	education	education	NOUN
epaa-7254	164	49	on	on	ADP
epaa-7254	164	50	the	the	DET
epaa-7254	164	51	career	career	NOUN
epaa-7254	164	52	paths	path	NOUN
epaa-7254	164	53	of	of	ADP
epaa-7254	164	54	38	38	NUM
epaa-7254	164	55	noyce	noyce	NOUN
epaa-7254	164	56	scholarship	scholarship	NOUN
epaa-7254	164	57	recipients	recipient	NOUN
epaa-7254	164	58	and	and	CCONJ
epaa-7254	164	59	concluded	conclude	VERB
epaa-7254	164	60	that	that	SCONJ
epaa-7254	164	61	the	the	DET
epaa-7254	164	62	role	role	NOUN
epaa-7254	164	63	of	of	ADP
epaa-7254	164	64	the	the	DET
epaa-7254	164	65	program	program	NOUN
epaa-7254	164	66	in	in	ADP
epaa-7254	164	67	providing	provide	VERB
epaa-7254	164	68	support	support	NOUN
epaa-7254	164	69	was	be	AUX
epaa-7254	164	70	influential	influential	ADJ
epaa-7254	164	71	in	in	ADP
epaa-7254	164	72	retaining	retain	VERB
epaa-7254	164	73	teachers	teacher	NOUN
epaa-7254	164	74	in	in	ADP
epaa-7254	164	75	high	high	ADJ
epaa-7254	164	76	-	-	PUNCT
epaa-7254	164	77	need	need	NOUN
epaa-7254	164	78	settings	setting	NOUN
epaa-7254	164	79	after	after	SCONJ
epaa-7254	164	80	the	the	DET
epaa-7254	164	81	program	program	NOUN
epaa-7254	164	82	requirements	requirement	NOUN
epaa-7254	164	83	lapsed	lapse	VERB
epaa-7254	164	84	.	.	PUNCT
epaa-7254	165	1	in	in	ADP
epaa-7254	165	2	a	a	DET
epaa-7254	165	3	survey	survey	NOUN
epaa-7254	165	4	of	of	ADP
epaa-7254	165	5	555	555	NUM
epaa-7254	165	6	scholarship	scholarship	NOUN
epaa-7254	165	7	recipients	recipient	NOUN
epaa-7254	165	8	,	,	PUNCT
epaa-7254	165	9	liou	liou	NOUN
epaa-7254	165	10	,	,	PUNCT
epaa-7254	165	11	kirchhoff	kirchhoff	NOUN
epaa-7254	165	12	,	,	PUNCT
epaa-7254	165	13	&	&	CCONJ
epaa-7254	165	14	lawrenz	lawrenz	PROPN
epaa-7254	165	15	(	(	PUNCT
epaa-7254	165	16	2010	2010	NUM
epaa-7254	165	17	)	)	PUNCT
epaa-7254	165	18	found	find	VERB
epaa-7254	165	19	that	that	SCONJ
epaa-7254	165	20	noyce	noyce	PROPN
epaa-7254	165	21	awards	awards	PROPN
epaa-7254	165	22	increased	increase	VERB
epaa-7254	165	23	the	the	DET
epaa-7254	165	24	commitment	commitment	NOUN
epaa-7254	165	25	of	of	ADP
epaa-7254	165	26	recipients	recipient	NOUN
epaa-7254	165	27	to	to	PART
epaa-7254	165	28	complete	complete	VERB
epaa-7254	165	29	their	their	PRON
epaa-7254	165	30	certification	certification	NOUN
epaa-7254	165	31	and	and	CCONJ
epaa-7254	165	32	to	to	PART
epaa-7254	165	33	teach	teach	VERB
epaa-7254	165	34	in	in	ADP
epaa-7254	165	35	high	high	ADJ
epaa-7254	165	36	-	-	PUNCT
epaa-7254	165	37	need	need	NOUN
epaa-7254	165	38	schools	school	NOUN
epaa-7254	165	39	.	.	PUNCT
epaa-7254	166	1	they	they	PRON
epaa-7254	166	2	asked	ask	VERB
epaa-7254	166	3	whether	whether	SCONJ
epaa-7254	166	4	noyce	noyce	PROPN
epaa-7254	166	5	recipients	recipient	NOUN
epaa-7254	166	6	were	be	AUX
epaa-7254	166	7	influenced	influence	VERB
epaa-7254	166	8	to	to	PART
epaa-7254	166	9	become	become	VERB
epaa-7254	166	10	teachers	teacher	NOUN
epaa-7254	166	11	by	by	ADP
epaa-7254	166	12	the	the	DET
epaa-7254	166	13	scholarships	scholarship	NOUN
epaa-7254	166	14	and	and	CCONJ
epaa-7254	166	15	found	find	VERB
epaa-7254	166	16	that	that	SCONJ
epaa-7254	166	17	57	57	NUM
epaa-7254	166	18	%	%	NOUN
epaa-7254	166	19	said	say	VERB
epaa-7254	166	20	the	the	DET
epaa-7254	166	21	scholarships	scholarship	NOUN
epaa-7254	166	22	were	be	AUX
epaa-7254	166	23	not	not	PART
epaa-7254	166	24	influential	influential	ADJ
epaa-7254	166	25	and	and	CCONJ
epaa-7254	166	26	only	only	ADV
epaa-7254	166	27	17	17	NUM
epaa-7254	166	28	%	%	NOUN
epaa-7254	166	29	said	say	VERB
epaa-7254	166	30	they	they	PRON
epaa-7254	166	31	were	be	AUX
epaa-7254	166	32	very	very	ADV
epaa-7254	166	33	influential	influential	ADJ
epaa-7254	166	34	.	.	PUNCT
epaa-7254	167	1	liou	liou	NOUN
epaa-7254	167	2	,	,	PUNCT
epaa-7254	167	3	desjardins	desjardin	NOUN
epaa-7254	167	4	,	,	PUNCT
epaa-7254	167	5	&	&	CCONJ
epaa-7254	167	6	lawrenz	lawrenz	PROPN
epaa-7254	167	7	(	(	PUNCT
epaa-7254	167	8	2010	2010	NUM
epaa-7254	167	9	)	)	PUNCT
epaa-7254	167	10	determined	determine	VERB
epaa-7254	167	11	that	that	SCONJ
epaa-7254	167	12	a	a	DET
epaa-7254	167	13	scholarship	scholarship	NOUN
epaa-7254	167	14	recipient	recipient	NOUN
epaa-7254	167	15	’s	’s	PART
epaa-7254	167	16	race	race	NOUN
epaa-7254	167	17	influenced	influence	VERB
epaa-7254	167	18	their	their	PRON
epaa-7254	167	19	commitment	commitment	NOUN
epaa-7254	167	20	to	to	PART
epaa-7254	167	21	teach	teach	VERB
epaa-7254	167	22	and	and	CCONJ
epaa-7254	167	23	teach	teach	VERB
epaa-7254	167	24	in	in	ADP
epaa-7254	167	25	a	a	DET
epaa-7254	167	26	high	high	ADJ
epaa-7254	167	27	-	-	PUNCT
epaa-7254	167	28	need	need	NOUN
epaa-7254	167	29	school	school	NOUN
epaa-7254	167	30	,	,	PUNCT
epaa-7254	167	31	and	and	CCONJ
epaa-7254	167	32	that	that	SCONJ
epaa-7254	167	33	the	the	DET
epaa-7254	167	34	scholarships	scholarship	NOUN
epaa-7254	167	35	had	have	VERB
epaa-7254	167	36	little	little	ADJ
epaa-7254	167	37	effect	effect	NOUN
epaa-7254	167	38	on	on	ADP
epaa-7254	167	39	students	student	NOUN
epaa-7254	167	40	who	who	PRON
epaa-7254	167	41	entered	enter	VERB
epaa-7254	167	42	college	college	NOUN
epaa-7254	167	43	committed	commit	VERB
epaa-7254	167	44	to	to	PART
epaa-7254	167	45	teach	teach	VERB
epaa-7254	167	46	.	.	PUNCT
epaa-7254	168	1	liou	liou	PROPN
epaa-7254	168	2	&	&	CCONJ
epaa-7254	168	3	lawrenz	lawrenz	PROPN
epaa-7254	168	4	(	(	PUNCT
epaa-7254	168	5	2011	2011	NUM
epaa-7254	168	6	)	)	PUNCT
epaa-7254	168	7	analysed	analyse	VERB
epaa-7254	168	8	factors	factor	NOUN
epaa-7254	168	9	that	that	PRON
epaa-7254	168	10	influence	influence	NOUN
epaa-7254	168	11	students	student	NOUN
epaa-7254	168	12	’	'	PUNCT
epaa-7254	168	13	pathways	pathway	NOUN
epaa-7254	168	14	to	to	ADP
epaa-7254	168	15	teaching	teach	VERB
epaa-7254	168	16	in	in	ADP
epaa-7254	168	17	high	high	ADJ
epaa-7254	168	18	-	-	PUNCT
epaa-7254	168	19	need	need	NOUN
epaa-7254	168	20	schools	school	NOUN
epaa-7254	168	21	through	through	ADP
epaa-7254	168	22	scholarship	scholarship	NOUN
epaa-7254	168	23	and	and	CCONJ
epaa-7254	168	24	loan	loan	NOUN
epaa-7254	168	25	forgiveness	forgiveness	NOUN
epaa-7254	168	26	programs	program	NOUN
epaa-7254	168	27	.	.	PUNCT
epaa-7254	169	1	they	they	PRON
epaa-7254	169	2	determined	determine	VERB
epaa-7254	169	3	that	that	SCONJ
epaa-7254	169	4	the	the	DET
epaa-7254	169	5	most	most	ADV
epaa-7254	169	6	important	important	ADJ
epaa-7254	169	7	factors	factor	NOUN
epaa-7254	169	8	in	in	ADP
epaa-7254	169	9	these	these	DET
epaa-7254	169	10	pathways	pathway	NOUN
epaa-7254	169	11	were	be	AUX
epaa-7254	169	12	the	the	DET
epaa-7254	169	13	scholars	scholar	NOUN
epaa-7254	169	14	’	’	PART
epaa-7254	169	15	race	race	NOUN
epaa-7254	169	16	,	,	PUNCT
epaa-7254	169	17	the	the	DET
epaa-7254	169	18	path	path	NOUN
epaa-7254	169	19	into	into	ADP
epaa-7254	169	20	teaching	teaching	NOUN
epaa-7254	169	21	,	,	PUNCT
epaa-7254	169	22	perceptions	perception	NOUN
epaa-7254	169	23	of	of	ADP
epaa-7254	169	24	preparation	preparation	NOUN
epaa-7254	169	25	for	for	ADP
epaa-7254	169	26	teaching	teach	VERB
epaa-7254	169	27	in	in	ADP
epaa-7254	169	28	a	a	DET
epaa-7254	169	29	high	high	ADJ
epaa-7254	169	30	-	-	PUNCT
epaa-7254	169	31	need	need	NOUN
epaa-7254	169	32	school	school	NOUN
epaa-7254	169	33	,	,	PUNCT
epaa-7254	169	34	and	and	CCONJ
epaa-7254	169	35	the	the	DET
epaa-7254	169	36	amount	amount	NOUN
epaa-7254	169	37	of	of	ADP
epaa-7254	169	38	funding	funding	NOUN
epaa-7254	169	39	.	.	PUNCT
epaa-7254	170	1	liou	liou	PROPN
epaa-7254	170	2	,	,	PUNCT
epaa-7254	170	3	kirchhoff	kirchhoff	PROPN
epaa-7254	170	4	,	,	PUNCT
epaa-7254	170	5	et	et	PROPN
epaa-7254	170	6	al	al	PROPN
epaa-7254	170	7	.	.	PUNCT
epaa-7254	171	1	(	(	PUNCT
epaa-7254	171	2	2010	2010	NUM
epaa-7254	171	3	,	,	PUNCT
epaa-7254	171	4	p.	p.	NOUN
epaa-7254	171	5	467	467	NUM
epaa-7254	171	6	)	)	PUNCT
epaa-7254	171	7	note	note	VERB
epaa-7254	171	8	that	that	SCONJ
epaa-7254	171	9	“	"	PUNCT
epaa-7254	171	10	[	[	X
epaa-7254	171	11	a]dditional	a]dditional	ADJ
epaa-7254	171	12	data	datum	NOUN
epaa-7254	171	13	need	need	VERB
epaa-7254	171	14	to	to	PART
epaa-7254	171	15	be	be	AUX
epaa-7254	171	16	collected	collect	VERB
epaa-7254	171	17	and	and	CCONJ
epaa-7254	171	18	future	future	ADJ
epaa-7254	171	19	analyses	analysis	NOUN
epaa-7254	171	20	need	need	VERB
epaa-7254	171	21	to	to	PART
epaa-7254	171	22	be	be	AUX
epaa-7254	171	23	conducted	conduct	VERB
epaa-7254	171	24	to	to	PART
epaa-7254	171	25	determine	determine	VERB
epaa-7254	171	26	if	if	SCONJ
epaa-7254	171	27	the	the	DET
epaa-7254	171	28	scholarship	scholarship	NOUN
epaa-7254	171	29	actually	actually	ADV
epaa-7254	171	30	affects	affect	VERB
epaa-7254	171	31	scholars	scholar	NOUN
epaa-7254	171	32	’	’	PART
epaa-7254	171	33	commitments	commitment	NOUN
epaa-7254	171	34	to	to	ADP
epaa-7254	171	35	teaching	teach	VERB
epaa-7254	171	36	in	in	ADP
epaa-7254	171	37	high	high	ADJ
epaa-7254	171	38	need	need	NOUN
epaa-7254	171	39	schools	school	NOUN
epaa-7254	171	40	and	and	CCONJ
epaa-7254	171	41	retention	retention	NOUN
epaa-7254	171	42	in	in	ADP
epaa-7254	171	43	high	high	ADJ
epaa-7254	171	44	need	need	NOUN
epaa-7254	171	45	schools	school	NOUN
epaa-7254	171	46	,	,	PUNCT
epaa-7254	171	47	not	not	PART
epaa-7254	171	48	just	just	ADV
epaa-7254	171	49	their	their	PRON
epaa-7254	171	50	perceptions	perception	NOUN
epaa-7254	171	51	of	of	ADP
epaa-7254	171	52	how	how	SCONJ
epaa-7254	171	53	the	the	DET
epaa-7254	171	54	scholarship	scholarship	NOUN
epaa-7254	171	55	affected	affect	VERB
epaa-7254	171	56	them	they	PRON
epaa-7254	171	57	.	.	PUNCT
epaa-7254	171	58	”	"	PUNCT
epaa-7254	172	1	one	one	NUM
epaa-7254	172	2	response	response	NOUN
epaa-7254	172	3	came	come	VERB
epaa-7254	172	4	from	from	ADP
epaa-7254	172	5	zahner	zahner	PROPN
epaa-7254	172	6	et	et	PROPN
epaa-7254	172	7	al	al	PROPN
epaa-7254	172	8	.	.	PROPN
epaa-7254	173	1	(	(	PUNCT
epaa-7254	173	2	2019	2019	NUM
epaa-7254	173	3	)	)	PUNCT
epaa-7254	173	4	,	,	PUNCT
epaa-7254	173	5	who	who	PRON
epaa-7254	173	6	compared	compare	VERB
epaa-7254	173	7	persistence	persistence	NOUN
epaa-7254	173	8	in	in	ADP
epaa-7254	173	9	the	the	DET
epaa-7254	173	10	classroom	classroom	NOUN
epaa-7254	173	11	of	of	ADP
epaa-7254	173	12	47	47	NUM
epaa-7254	173	13	noyce	noyce	NOUN
epaa-7254	173	14	scholars	scholar	NOUN
epaa-7254	173	15	from	from	ADP
epaa-7254	173	16	boston	boston	PROPN
epaa-7254	173	17	university	university	PROPN
epaa-7254	173	18	with	with	ADP
epaa-7254	173	19	47	47	NUM
epaa-7254	173	20	teach	teach	NOUN
epaa-7254	173	21	for	for	ADP
epaa-7254	173	22	america	america	PROPN
epaa-7254	173	23	participants	participant	NOUN
epaa-7254	173	24	in	in	ADP
epaa-7254	173	25	boston	boston	PROPN
epaa-7254	173	26	over	over	ADP
epaa-7254	173	27	the	the	DET
epaa-7254	173	28	period	period	NOUN
epaa-7254	173	29	2009	2009	NUM
epaa-7254	173	30	-	-	SYM
epaa-7254	173	31	2015	2015	NUM
epaa-7254	173	32	.	.	PUNCT
epaa-7254	174	1	they	they	PRON
epaa-7254	174	2	found	find	VERB
epaa-7254	174	3	through	through	ADP
epaa-7254	174	4	multiple	multiple	ADJ
epaa-7254	174	5	forms	form	NOUN
epaa-7254	174	6	of	of	ADP
epaa-7254	174	7	analysis	analysis	NOUN
epaa-7254	174	8	that	that	SCONJ
epaa-7254	174	9	noyce	noyce	PROPN
epaa-7254	174	10	scholars	scholar	NOUN
epaa-7254	174	11	were	be	AUX
epaa-7254	174	12	much	much	ADV
epaa-7254	174	13	more	more	ADV
epaa-7254	174	14	likely	likely	ADJ
epaa-7254	174	15	to	to	PART
epaa-7254	174	16	remain	remain	VERB
epaa-7254	174	17	in	in	ADP
epaa-7254	174	18	teaching	teaching	NOUN
epaa-7254	174	19	than	than	ADP
epaa-7254	174	20	participants	participant	NOUN
epaa-7254	174	21	in	in	ADP
epaa-7254	174	22	teach	teach	NOUN
epaa-7254	174	23	for	for	ADP
epaa-7254	174	24	america	america	PROPN
epaa-7254	174	25	.	.	PUNCT
epaa-7254	175	1	the	the	DET
epaa-7254	175	2	payback	payback	NOUN
epaa-7254	175	3	provision	provision	NOUN
epaa-7254	175	4	of	of	ADP
epaa-7254	175	5	the	the	DET
epaa-7254	175	6	noyce	noyce	PROPN
epaa-7254	175	7	program	program	PROPN
epaa-7254	175	8	raises	raise	VERB
epaa-7254	175	9	the	the	DET
epaa-7254	175	10	question	question	NOUN
epaa-7254	175	11	of	of	ADP
epaa-7254	175	12	whether	whether	SCONJ
epaa-7254	175	13	commitments	commitment	NOUN
epaa-7254	175	14	to	to	PART
epaa-7254	175	15	teach	teach	VERB
epaa-7254	175	16	backed	back	VERB
epaa-7254	175	17	by	by	ADP
epaa-7254	175	18	loan	loan	NOUN
epaa-7254	175	19	forgiveness	forgiveness	NOUN
epaa-7254	175	20	are	be	AUX
epaa-7254	175	21	effective	effective	ADJ
epaa-7254	175	22	in	in	ADP
epaa-7254	175	23	promoting	promote	VERB
epaa-7254	175	24	teacher	teacher	NOUN
epaa-7254	175	25	retention	retention	NOUN
epaa-7254	175	26	.	.	PUNCT
epaa-7254	176	1	the	the	DET
epaa-7254	176	2	most	most	ADV
epaa-7254	176	3	authoritative	authoritative	ADJ
epaa-7254	176	4	information	information	NOUN
epaa-7254	176	5	on	on	ADP
epaa-7254	176	6	this	this	DET
epaa-7254	176	7	question	question	NOUN
epaa-7254	176	8	we	we	PRON
epaa-7254	176	9	have	have	AUX
epaa-7254	176	10	found	find	VERB
epaa-7254	176	11	is	be	AUX
epaa-7254	176	12	allen	allen	ADJ
epaa-7254	176	13	(	(	PUNCT
epaa-7254	176	14	2003	2003	NUM
epaa-7254	176	15	)	)	PUNCT
epaa-7254	176	16	,	,	PUNCT
epaa-7254	176	17	who	who	PRON
epaa-7254	176	18	presented	present	VERB
epaa-7254	176	19	no	no	DET
epaa-7254	176	20	conclusions	conclusion	NOUN
epaa-7254	176	21	and	and	CCONJ
epaa-7254	176	22	said	say	VERB
epaa-7254	176	23	that	that	SCONJ
epaa-7254	176	24	we	we	PRON
epaa-7254	176	25	should	should	AUX
epaa-7254	176	26	“	"	PUNCT
epaa-7254	176	27	undertake	undertake	VERB
epaa-7254	176	28	more	more	ADJ
epaa-7254	176	29	research	research	NOUN
epaa-7254	176	30	on	on	ADP
epaa-7254	176	31	and	and	CCONJ
epaa-7254	176	32	rigorous	rigorous	ADJ
epaa-7254	176	33	evaluations	evaluation	NOUN
epaa-7254	176	34	of	of	ADP
epaa-7254	176	35	early	early	ADJ
epaa-7254	176	36	recruitment	recruitment	NOUN
epaa-7254	176	37	efforts	effort	NOUN
epaa-7254	176	38	,	,	PUNCT
epaa-7254	176	39	loan	loan	NOUN
epaa-7254	176	40	forgiveness	forgiveness	NOUN
epaa-7254	176	41	programs	program	NOUN
epaa-7254	176	42	and	and	CCONJ
epaa-7254	176	43	the	the	DET
epaa-7254	176	44	many	many	ADJ
epaa-7254	176	45	other	other	ADJ
epaa-7254	176	46	specific	specific	ADJ
epaa-7254	176	47	kinds	kind	NOUN
epaa-7254	176	48	of	of	ADP
epaa-7254	176	49	recruitment	recruitment	NOUN
epaa-7254	176	50	strategies	strategy	NOUN
epaa-7254	176	51	that	that	PRON
epaa-7254	176	52	have	have	AUX
epaa-7254	176	53	been	be	AUX
epaa-7254	176	54	employed	employ	VERB
epaa-7254	177	1	[	[	X
epaa-7254	177	2	p.	p.	NOUN
epaa-7254	177	3	122	122	NUM
epaa-7254	177	4	]	]	PUNCT
epaa-7254	177	5	”	"	PUNCT
epaa-7254	177	6	.	.	PUNCT
epaa-7254	178	1	individual	individual	ADJ
epaa-7254	178	2	noyce	noyce	PROPN
epaa-7254	178	3	programs	program	NOUN
epaa-7254	178	4	have	have	AUX
epaa-7254	178	5	provided	provide	VERB
epaa-7254	178	6	reports	report	NOUN
epaa-7254	178	7	on	on	ADP
epaa-7254	178	8	their	their	PRON
epaa-7254	178	9	participants	participant	NOUN
epaa-7254	178	10	.	.	PUNCT
epaa-7254	179	1	scott	scott	PROPN
epaa-7254	179	2	,	,	PUNCT
epaa-7254	179	3	milam	milam	PROPN
epaa-7254	179	4	,	,	PUNCT
epaa-7254	179	5	stuessy	stuessy	PROPN
epaa-7254	179	6	,	,	PUNCT
epaa-7254	179	7	blount	blount	PROPN
epaa-7254	179	8	,	,	PUNCT
epaa-7254	179	9	&	&	CCONJ
epaa-7254	179	10	bentz	bentz	PROPN
epaa-7254	179	11	(	(	PUNCT
epaa-7254	179	12	2006	2006	NUM
epaa-7254	179	13	)	)	PUNCT
epaa-7254	179	14	sought	seek	VERB
epaa-7254	179	15	to	to	PART
epaa-7254	179	16	understand	understand	VERB
epaa-7254	179	17	the	the	DET
epaa-7254	179	18	math	math	NOUN
epaa-7254	179	19	and	and	CCONJ
epaa-7254	179	20	science	science	NOUN
epaa-7254	179	21	scholars	scholar	NOUN
epaa-7254	179	22	(	(	PUNCT
epaa-7254	179	23	mass	mass	NOUN
epaa-7254	179	24	)	)	PUNCT
epaa-7254	179	25	program	program	NOUN
epaa-7254	179	26	,	,	PUNCT
epaa-7254	179	27	which	which	PRON
epaa-7254	179	28	was	be	AUX
epaa-7254	179	29	partially	partially	ADV
epaa-7254	179	30	supported	support	VERB
epaa-7254	179	31	through	through	ADP
epaa-7254	179	32	noyce	noyce	PROPN
epaa-7254	179	33	scholarships	scholarships	PROPN
epaa-7254	179	34	.	.	PUNCT
epaa-7254	180	1	they	they	PRON
epaa-7254	180	2	found	find	VERB
epaa-7254	180	3	that	that	SCONJ
epaa-7254	180	4	the	the	DET
epaa-7254	180	5	program	program	NOUN
epaa-7254	180	6	’s	’s	PART
epaa-7254	180	7	efforts	effort	NOUN
epaa-7254	180	8	to	to	PART
epaa-7254	180	9	streamline	streamline	VERB
epaa-7254	180	10	certification	certification	NOUN
epaa-7254	180	11	along	along	ADP
epaa-7254	180	12	with	with	ADP
epaa-7254	180	13	the	the	DET
epaa-7254	180	14	supports	support	NOUN
epaa-7254	180	15	through	through	ADP
epaa-7254	180	16	tuition	tuition	NOUN
epaa-7254	180	17	remission	remission	NOUN
epaa-7254	180	18	,	,	PUNCT
epaa-7254	180	19	scholarships	scholarship	NOUN
epaa-7254	180	20	,	,	PUNCT
epaa-7254	180	21	and	and	CCONJ
epaa-7254	180	22	other	other	ADJ
epaa-7254	180	23	academic	academic	ADJ
epaa-7254	180	24	experiences	experience	NOUN
epaa-7254	180	25	resulted	result	VERB
epaa-7254	180	26	in	in	ADP
epaa-7254	180	27	increases	increase	NOUN
epaa-7254	180	28	in	in	ADP
epaa-7254	180	29	the	the	DET
epaa-7254	180	30	numbers	number	NOUN
epaa-7254	180	31	of	of	ADP
epaa-7254	180	32	undergraduate	undergraduate	ADJ
epaa-7254	180	33	majors	major	NOUN
epaa-7254	180	34	in	in	ADP
epaa-7254	180	35	mathematics	mathematic	NOUN
epaa-7254	180	36	and	and	CCONJ
epaa-7254	180	37	science	science	NOUN
epaa-7254	180	38	considering	consider	VERB
epaa-7254	180	39	teaching	teach	VERB
epaa-7254	180	40	as	as	ADP
epaa-7254	180	41	a	a	DET
epaa-7254	180	42	career	career	NOUN
epaa-7254	180	43	path	path	NOUN
epaa-7254	180	44	.	.	PUNCT
epaa-7254	181	1	bischoff	bischoff	PROPN
epaa-7254	181	2	,	,	PUNCT
epaa-7254	181	3	french	french	PROPN
epaa-7254	181	4	,	,	PUNCT
epaa-7254	181	5	&	&	CCONJ
epaa-7254	181	6	schaumloffel	schaumloffel	PROPN
epaa-7254	181	7	(	(	PUNCT
epaa-7254	181	8	2014	2014	NUM
epaa-7254	181	9	)	)	PUNCT
epaa-7254	181	10	found	find	VERB
epaa-7254	181	11	in	in	ADP
epaa-7254	181	12	a	a	DET
epaa-7254	181	13	study	study	NOUN
epaa-7254	181	14	of	of	ADP
epaa-7254	181	15	22	22	NUM
epaa-7254	181	16	noyce	noyce	PROPN
epaa-7254	181	17	scholar	scholar	PROPN
epaa-7254	181	18	science	science	NOUN
epaa-7254	181	19	education	education	NOUN
epaa-7254	181	20	majors	major	NOUN
epaa-7254	181	21	that	that	SCONJ
epaa-7254	181	22	those	those	PRON
epaa-7254	181	23	committed	committed	ADJ
epaa-7254	181	24	to	to	ADP
epaa-7254	181	25	teaching	teach	VERB
epaa-7254	181	26	in	in	ADP
epaa-7254	181	27	urban	urban	ADJ
epaa-7254	181	28	new	new	PROPN
epaa-7254	181	29	york	york	PROPN
epaa-7254	181	30	city	city	PROPN
epaa-7254	181	31	schools	school	NOUN
epaa-7254	181	32	viewed	view	VERB
epaa-7254	181	33	themselves	themselves	PRON
epaa-7254	181	34	and	and	CCONJ
epaa-7254	181	35	the	the	DET
epaa-7254	181	36	opportunity	opportunity	NOUN
epaa-7254	181	37	positively	positively	ADV
epaa-7254	181	38	relative	relative	ADJ
epaa-7254	181	39	to	to	ADP
epaa-7254	181	40	those	those	PRON
epaa-7254	181	41	who	who	PRON
epaa-7254	181	42	were	be	AUX
epaa-7254	181	43	inclined	incline	VERB
epaa-7254	181	44	toward	toward	ADP
epaa-7254	181	45	rural	rural	ADJ
epaa-7254	181	46	high	high	ADJ
epaa-7254	181	47	-	-	PUNCT
epaa-7254	181	48	need	need	NOUN
epaa-7254	181	49	teaching	teaching	NOUN
epaa-7254	181	50	placements	placement	NOUN
epaa-7254	181	51	.	.	PUNCT
epaa-7254	182	1	education	education	NOUN
epaa-7254	182	2	policy	policy	NOUN
epaa-7254	182	3	analysis	analysis	NOUN
epaa-7254	182	4	archives	archive	NOUN
epaa-7254	182	5	vol	vol	NOUN
epaa-7254	182	6	.	.	PROPN
epaa-7254	183	1	30	30	NUM
epaa-7254	183	2	no	no	NOUN
epaa-7254	183	3	.	.	NOUN
epaa-7254	184	1	147	147	NUM
epaa-7254	184	2	12	12	NUM
epaa-7254	184	3	other	other	ADJ
epaa-7254	184	4	studies	study	NOUN
epaa-7254	184	5	discuss	discuss	VERB
epaa-7254	184	6	topics	topic	NOUN
epaa-7254	184	7	such	such	ADJ
epaa-7254	184	8	as	as	ADP
epaa-7254	184	9	the	the	DET
epaa-7254	184	10	effectiveness	effectiveness	NOUN
epaa-7254	184	11	of	of	ADP
epaa-7254	184	12	a	a	DET
epaa-7254	184	13	summer	summer	NOUN
epaa-7254	184	14	intern	intern	NOUN
epaa-7254	184	15	program	program	NOUN
epaa-7254	184	16	in	in	ADP
epaa-7254	184	17	recruiting	recruit	VERB
epaa-7254	184	18	students	student	NOUN
epaa-7254	184	19	to	to	ADP
epaa-7254	184	20	teaching	teaching	NOUN
epaa-7254	184	21	(	(	PUNCT
epaa-7254	184	22	mundy	mundy	PROPN
epaa-7254	184	23	&	&	CCONJ
epaa-7254	184	24	ratcliff	ratcliff	PROPN
epaa-7254	184	25	,	,	PUNCT
epaa-7254	184	26	2021	2021	NUM
epaa-7254	184	27	)	)	PUNCT
epaa-7254	184	28	,	,	PUNCT
epaa-7254	184	29	professional	professional	ADJ
epaa-7254	184	30	development	development	NOUN
epaa-7254	184	31	for	for	ADP
epaa-7254	184	32	participants	participant	NOUN
epaa-7254	184	33	in	in	ADP
epaa-7254	184	34	a	a	DET
epaa-7254	184	35	master	master	NOUN
epaa-7254	184	36	teacher	teacher	NOUN
epaa-7254	184	37	track	track	NOUN
epaa-7254	184	38	(	(	PUNCT
epaa-7254	184	39	alemdar	alemdar	NOUN
epaa-7254	184	40	et	et	PROPN
epaa-7254	184	41	al	al	PROPN
epaa-7254	184	42	.	.	PROPN
epaa-7254	184	43	,	,	PUNCT
epaa-7254	184	44	2018	2018	NUM
epaa-7254	184	45	)	)	PUNCT
epaa-7254	184	46	,	,	PUNCT
epaa-7254	184	47	a	a	DET
epaa-7254	184	48	case	case	NOUN
epaa-7254	184	49	study	study	NOUN
epaa-7254	184	50	of	of	ADP
epaa-7254	184	51	propensity	propensity	NOUN
epaa-7254	184	52	to	to	PART
epaa-7254	184	53	teach	teach	VERB
epaa-7254	184	54	(	(	PUNCT
epaa-7254	184	55	ticknor	ticknor	PROPN
epaa-7254	184	56	et	et	PROPN
epaa-7254	184	57	al	al	PROPN
epaa-7254	184	58	.	.	PROPN
epaa-7254	184	59	,	,	PUNCT
epaa-7254	184	60	2017	2017	NUM
epaa-7254	184	61	)	)	PUNCT
epaa-7254	184	62	,	,	PUNCT
epaa-7254	184	63	the	the	DET
epaa-7254	184	64	impact	impact	NOUN
epaa-7254	184	65	of	of	ADP
epaa-7254	184	66	scholarships	scholarship	NOUN
epaa-7254	184	67	on	on	ADP
epaa-7254	184	68	stem	stem	NOUN
epaa-7254	184	69	teacher	teacher	NOUN
epaa-7254	184	70	recruitment	recruitment	NOUN
epaa-7254	184	71	(	(	PUNCT
epaa-7254	184	72	morrell	morrell	PROPN
epaa-7254	184	73	&	&	CCONJ
epaa-7254	184	74	salomone	salomone	PROPN
epaa-7254	184	75	,	,	PUNCT
epaa-7254	184	76	2017	2017	NUM
epaa-7254	184	77	)	)	PUNCT
epaa-7254	184	78	,	,	PUNCT
epaa-7254	184	79	and	and	CCONJ
epaa-7254	184	80	a	a	DET
epaa-7254	184	81	comparison	comparison	NOUN
epaa-7254	184	82	of	of	ADP
epaa-7254	184	83	recruitment	recruitment	NOUN
epaa-7254	184	84	into	into	ADP
epaa-7254	184	85	regular	regular	ADJ
epaa-7254	184	86	and	and	CCONJ
epaa-7254	184	87	alternative	alternative	ADJ
epaa-7254	184	88	preparation	preparation	NOUN
epaa-7254	184	89	programs	program	NOUN
epaa-7254	184	90	(	(	PUNCT
epaa-7254	184	91	bowe	bowe	PROPN
epaa-7254	184	92	et	et	PROPN
epaa-7254	184	93	al	al	PROPN
epaa-7254	184	94	.	.	PROPN
epaa-7254	184	95	,	,	PUNCT
epaa-7254	184	96	2011	2011	NUM
epaa-7254	184	97	)	)	PUNCT
epaa-7254	184	98	.	.	PUNCT
epaa-7254	185	1	there	there	PRON
epaa-7254	185	2	has	have	AUX
epaa-7254	185	3	been	be	AUX
epaa-7254	185	4	some	some	DET
epaa-7254	185	5	attention	attention	NOUN
epaa-7254	185	6	directed	direct	VERB
epaa-7254	185	7	to	to	ADP
epaa-7254	185	8	the	the	DET
epaa-7254	185	9	quality	quality	NOUN
epaa-7254	185	10	or	or	CCONJ
epaa-7254	185	11	characteristics	characteristic	NOUN
epaa-7254	185	12	of	of	ADP
epaa-7254	185	13	teaching	teaching	NOUN
epaa-7254	185	14	of	of	ADP
epaa-7254	185	15	the	the	DET
epaa-7254	185	16	recipients	recipient	NOUN
epaa-7254	185	17	of	of	ADP
epaa-7254	185	18	noyce	noyce	PROPN
epaa-7254	185	19	scholarships	scholarship	NOUN
epaa-7254	185	20	and	and	CCONJ
epaa-7254	185	21	stipends	stipend	NOUN
epaa-7254	185	22	.	.	PUNCT
epaa-7254	186	1	the	the	DET
epaa-7254	186	2	teaching	teaching	NOUN
epaa-7254	186	3	practices	practice	NOUN
epaa-7254	186	4	of	of	ADP
epaa-7254	186	5	noyce	noyce	PROPN
epaa-7254	186	6	scholars	scholar	NOUN
epaa-7254	186	7	from	from	ADP
epaa-7254	186	8	the	the	DET
epaa-7254	186	9	ut	ut	PROPN
epaa-7254	186	10	austin	austin	PROPN
epaa-7254	186	11	uteach	uteach	PROPN
epaa-7254	186	12	program	program	NOUN
epaa-7254	186	13	were	be	AUX
epaa-7254	186	14	compared	compare	VERB
epaa-7254	186	15	with	with	ADP
epaa-7254	186	16	non	non	ADJ
epaa-7254	186	17	-	-	ADJ
epaa-7254	186	18	noyce	noyce	ADJ
epaa-7254	186	19	uteach	uteach	ADJ
epaa-7254	186	20	graduates	graduate	NOUN
epaa-7254	186	21	and	and	CCONJ
epaa-7254	186	22	with	with	ADP
epaa-7254	186	23	graduates	graduate	NOUN
epaa-7254	186	24	of	of	ADP
epaa-7254	186	25	other	other	ADJ
epaa-7254	186	26	programs	program	NOUN
epaa-7254	186	27	using	use	VERB
epaa-7254	186	28	an	an	DET
epaa-7254	186	29	observational	observational	ADJ
epaa-7254	186	30	instrument	instrument	NOUN
epaa-7254	186	31	(	(	PUNCT
epaa-7254	186	32	walkington	walkington	PROPN
epaa-7254	186	33	&	&	CCONJ
epaa-7254	186	34	marder	marder	PROPN
epaa-7254	186	35	,	,	PUNCT
epaa-7254	186	36	2015	2015	NUM
epaa-7254	186	37	)	)	PUNCT
epaa-7254	186	38	.	.	PUNCT
epaa-7254	187	1	the	the	DET
epaa-7254	187	2	small	small	ADJ
epaa-7254	187	3	sample	sample	NOUN
epaa-7254	187	4	size	size	NOUN
epaa-7254	187	5	made	make	VERB
epaa-7254	187	6	it	it	PRON
epaa-7254	187	7	impossible	impossible	ADJ
epaa-7254	187	8	to	to	PART
epaa-7254	187	9	discern	discern	VERB
epaa-7254	187	10	differences	difference	NOUN
epaa-7254	187	11	between	between	ADP
epaa-7254	187	12	the	the	DET
epaa-7254	187	13	noyce	noyce	PROPN
epaa-7254	187	14	and	and	CCONJ
epaa-7254	187	15	non	non	ADJ
epaa-7254	187	16	-	-	ADJ
epaa-7254	187	17	noyce	noyce	ADJ
epaa-7254	187	18	uteach	uteach	ADJ
epaa-7254	187	19	graduates	graduate	NOUN
epaa-7254	187	20	,	,	PUNCT
epaa-7254	187	21	although	although	SCONJ
epaa-7254	187	22	the	the	DET
epaa-7254	187	23	uteach	uteach	ADJ
epaa-7254	187	24	graduates	graduate	NOUN
epaa-7254	187	25	overall	overall	ADV
epaa-7254	187	26	had	have	VERB
epaa-7254	187	27	practices	practice	NOUN
epaa-7254	187	28	that	that	PRON
epaa-7254	187	29	could	could	AUX
epaa-7254	187	30	be	be	AUX
epaa-7254	187	31	distinguished	distinguish	VERB
epaa-7254	187	32	from	from	ADP
epaa-7254	187	33	those	those	PRON
epaa-7254	187	34	of	of	ADP
epaa-7254	187	35	other	other	ADJ
epaa-7254	187	36	programs	program	NOUN
epaa-7254	187	37	.	.	PUNCT
epaa-7254	188	1	in	in	ADP
epaa-7254	188	2	summary	summary	NOUN
epaa-7254	188	3	,	,	PUNCT
epaa-7254	188	4	the	the	DET
epaa-7254	188	5	main	main	ADJ
epaa-7254	188	6	effort	effort	NOUN
epaa-7254	188	7	to	to	PART
epaa-7254	188	8	study	study	VERB
epaa-7254	188	9	the	the	DET
epaa-7254	188	10	noyce	noyce	PROPN
epaa-7254	188	11	program	program	PROPN
epaa-7254	188	12	has	have	AUX
epaa-7254	188	13	been	be	AUX
epaa-7254	188	14	done	do	VERB
epaa-7254	188	15	by	by	ADP
epaa-7254	188	16	surveying	survey	VERB
epaa-7254	188	17	participants	participant	NOUN
epaa-7254	188	18	while	while	SCONJ
epaa-7254	188	19	they	they	PRON
epaa-7254	188	20	were	be	AUX
epaa-7254	188	21	still	still	ADV
epaa-7254	188	22	in	in	ADP
epaa-7254	188	23	school	school	NOUN
epaa-7254	188	24	(	(	PUNCT
epaa-7254	188	25	liou	liou	NOUN
epaa-7254	188	26	,	,	PUNCT
epaa-7254	188	27	desjardins	desjardin	NOUN
epaa-7254	188	28	,	,	PUNCT
epaa-7254	188	29	et	et	PROPN
epaa-7254	188	30	al	al	PROPN
epaa-7254	188	31	.	.	PROPN
epaa-7254	188	32	,	,	PUNCT
epaa-7254	188	33	2010	2010	NUM
epaa-7254	188	34	;	;	PUNCT
epaa-7254	188	35	liou	liou	PROPN
epaa-7254	188	36	et	et	PROPN
epaa-7254	188	37	al	al	PROPN
epaa-7254	188	38	.	.	PROPN
epaa-7254	188	39	,	,	PUNCT
epaa-7254	188	40	2009	2009	NUM
epaa-7254	188	41	;	;	PUNCT
epaa-7254	188	42	liou	liou	NOUN
epaa-7254	188	43	,	,	PUNCT
epaa-7254	188	44	kirchhoff	kirchhoff	PROPN
epaa-7254	188	45	,	,	PUNCT
epaa-7254	188	46	et	et	PROPN
epaa-7254	188	47	al	al	PROPN
epaa-7254	188	48	.	.	PROPN
epaa-7254	188	49	,	,	PUNCT
epaa-7254	188	50	2010	2010	NUM
epaa-7254	188	51	)	)	PUNCT
epaa-7254	188	52	.	.	PUNCT
epaa-7254	189	1	the	the	DET
epaa-7254	189	2	surveys	survey	NOUN
epaa-7254	189	3	provided	provide	VERB
epaa-7254	189	4	excellent	excellent	ADJ
epaa-7254	189	5	information	information	NOUN
epaa-7254	189	6	on	on	ADP
epaa-7254	189	7	noyce	noyce	PROPN
epaa-7254	189	8	scholars	scholars	PROPN
epaa-7254	189	9	’	’	PART
epaa-7254	189	10	motivation	motivation	NOUN
epaa-7254	189	11	to	to	PART
epaa-7254	189	12	teach	teach	VERB
epaa-7254	189	13	and	and	CCONJ
epaa-7254	189	14	intention	intention	NOUN
epaa-7254	189	15	to	to	PART
epaa-7254	189	16	teach	teach	VERB
epaa-7254	189	17	.	.	PUNCT
epaa-7254	190	1	however	however	ADV
epaa-7254	190	2	,	,	PUNCT
epaa-7254	190	3	these	these	DET
epaa-7254	190	4	studies	study	NOUN
epaa-7254	190	5	did	do	AUX
epaa-7254	190	6	not	not	PART
epaa-7254	190	7	address	address	VERB
epaa-7254	190	8	the	the	DET
epaa-7254	190	9	question	question	NOUN
epaa-7254	190	10	of	of	ADP
epaa-7254	190	11	where	where	SCONJ
epaa-7254	190	12	the	the	DET
epaa-7254	190	13	noyce	noyce	PROPN
epaa-7254	190	14	scholars	scholar	NOUN
epaa-7254	190	15	actually	actually	ADV
epaa-7254	190	16	taught	teach	VERB
epaa-7254	190	17	,	,	PUNCT
epaa-7254	190	18	how	how	SCONJ
epaa-7254	190	19	well	well	ADV
epaa-7254	190	20	they	they	PRON
epaa-7254	190	21	taught	teach	VERB
epaa-7254	190	22	,	,	PUNCT
epaa-7254	190	23	how	how	SCONJ
epaa-7254	190	24	long	long	ADV
epaa-7254	190	25	they	they	PRON
epaa-7254	190	26	stayed	stay	VERB
epaa-7254	190	27	in	in	ADP
epaa-7254	190	28	teaching	teaching	NOUN
epaa-7254	190	29	,	,	PUNCT
epaa-7254	190	30	and	and	CCONJ
epaa-7254	190	31	whether	whether	SCONJ
epaa-7254	190	32	they	they	PRON
epaa-7254	190	33	taught	teach	VERB
epaa-7254	190	34	students	student	NOUN
epaa-7254	190	35	in	in	ADP
epaa-7254	190	36	low	low	ADJ
epaa-7254	190	37	-	-	PUNCT
epaa-7254	190	38	income	income	NOUN
epaa-7254	190	39	schools	school	NOUN
epaa-7254	190	40	.	.	PUNCT
epaa-7254	191	1	we	we	PRON
epaa-7254	191	2	will	will	AUX
epaa-7254	191	3	address	address	VERB
epaa-7254	191	4	these	these	DET
epaa-7254	191	5	questions	question	NOUN
epaa-7254	191	6	.	.	PUNCT
epaa-7254	192	1	research	research	NOUN
epaa-7254	192	2	questions	question	NOUN
epaa-7254	192	3	our	our	PRON
epaa-7254	192	4	study	study	NOUN
epaa-7254	192	5	arose	arise	VERB
epaa-7254	192	6	from	from	ADP
epaa-7254	192	7	a	a	DET
epaa-7254	192	8	collaborative	collaborative	ADJ
epaa-7254	192	9	research	research	NOUN
epaa-7254	192	10	grant	grant	NOUN
epaa-7254	192	11	among	among	ADP
epaa-7254	192	12	eight	eight	NUM
epaa-7254	192	13	universities2	universities2	ADJ
epaa-7254	192	14	in	in	ADP
epaa-7254	192	15	texas	texas	PROPN
epaa-7254	192	16	that	that	PRON
epaa-7254	192	17	received	receive	VERB
epaa-7254	192	18	noyce	noyce	PROPN
epaa-7254	192	19	scholarship	scholarship	NOUN
epaa-7254	192	20	support	support	NOUN
epaa-7254	192	21	.	.	PUNCT
epaa-7254	193	1	data	datum	NOUN
epaa-7254	193	2	to	to	PART
epaa-7254	193	3	address	address	VERB
epaa-7254	193	4	these	these	DET
epaa-7254	193	5	types	type	NOUN
epaa-7254	193	6	of	of	ADP
epaa-7254	193	7	research	research	NOUN
epaa-7254	193	8	questions	question	NOUN
epaa-7254	193	9	are	be	AUX
epaa-7254	193	10	aggregated	aggregate	VERB
epaa-7254	193	11	at	at	ADP
epaa-7254	193	12	the	the	DET
epaa-7254	193	13	state	state	NOUN
epaa-7254	193	14	level	level	NOUN
epaa-7254	193	15	in	in	ADP
epaa-7254	193	16	longitudinal	longitudinal	ADJ
epaa-7254	193	17	data	datum	NOUN
epaa-7254	193	18	systems	system	NOUN
epaa-7254	193	19	,	,	PUNCT
epaa-7254	193	20	and	and	CCONJ
epaa-7254	193	21	this	this	PRON
epaa-7254	193	22	is	be	AUX
epaa-7254	193	23	what	what	PRON
epaa-7254	193	24	made	make	VERB
epaa-7254	193	25	it	it	PRON
epaa-7254	193	26	practical	practical	ADJ
epaa-7254	193	27	to	to	PART
epaa-7254	193	28	conduct	conduct	VERB
epaa-7254	193	29	the	the	DET
epaa-7254	193	30	study	study	NOUN
epaa-7254	193	31	in	in	ADP
epaa-7254	193	32	texas	texas	PROPN
epaa-7254	193	33	.	.	PUNCT
epaa-7254	194	1	we	we	PRON
epaa-7254	194	2	had	have	VERB
epaa-7254	194	3	access	access	NOUN
epaa-7254	194	4	to	to	ADP
epaa-7254	194	5	all	all	DET
epaa-7254	194	6	student	student	NOUN
epaa-7254	194	7	and	and	CCONJ
epaa-7254	194	8	teacher	teacher	NOUN
epaa-7254	194	9	data	datum	NOUN
epaa-7254	194	10	in	in	ADP
epaa-7254	194	11	texas	texas	PROPN
epaa-7254	194	12	since	since	SCONJ
epaa-7254	194	13	2012	2012	NUM
epaa-7254	194	14	,	,	PUNCT
epaa-7254	194	15	merged	merge	VERB
epaa-7254	194	16	with	with	ADP
epaa-7254	194	17	identities	identity	NOUN
epaa-7254	194	18	of	of	ADP
epaa-7254	194	19	noyce	noyce	PROPN
epaa-7254	194	20	graduates	graduate	NOUN
epaa-7254	194	21	from	from	ADP
epaa-7254	194	22	multiple	multiple	ADJ
epaa-7254	194	23	universities	university	NOUN
epaa-7254	194	24	spanning	span	VERB
epaa-7254	194	25	a	a	DET
epaa-7254	194	26	period	period	NOUN
epaa-7254	194	27	of	of	ADP
epaa-7254	194	28	15	15	NUM
epaa-7254	194	29	years	year	NOUN
epaa-7254	194	30	.	.	PUNCT
epaa-7254	195	1	our	our	PRON
epaa-7254	195	2	specific	specific	ADJ
epaa-7254	195	3	research	research	NOUN
epaa-7254	195	4	questions	question	NOUN
epaa-7254	195	5	were	be	AUX
epaa-7254	195	6	:	:	PUNCT
epaa-7254	195	7	r1	r1	PROPN
epaa-7254	195	8	.	.	PUNCT
epaa-7254	196	1	how	how	SCONJ
epaa-7254	196	2	did	do	AUX
epaa-7254	196	3	the	the	DET
epaa-7254	196	4	likelihood	likelihood	NOUN
epaa-7254	196	5	of	of	ADP
epaa-7254	196	6	remaining	remain	VERB
epaa-7254	196	7	in	in	ADP
epaa-7254	196	8	teaching	teaching	NOUN
epaa-7254	196	9	vary	vary	NOUN
epaa-7254	196	10	between	between	ADP
epaa-7254	196	11	teachers	teacher	NOUN
epaa-7254	196	12	who	who	PRON
epaa-7254	196	13	received	receive	VERB
epaa-7254	196	14	noyce	noyce	PROPN
epaa-7254	196	15	support	support	NOUN
epaa-7254	196	16	and	and	CCONJ
epaa-7254	196	17	other	other	ADJ
epaa-7254	196	18	stem	stem	NOUN
epaa-7254	196	19	teachers	teacher	NOUN
epaa-7254	196	20	who	who	PRON
epaa-7254	196	21	graduated	graduate	VERB
epaa-7254	196	22	from	from	ADP
epaa-7254	196	23	the	the	DET
epaa-7254	196	24	same	same	ADJ
epaa-7254	196	25	universities	university	NOUN
epaa-7254	196	26	?	?	PUNCT
epaa-7254	197	1	r2	r2	PROPN
epaa-7254	197	2	.	.	PUNCT
epaa-7254	198	1	how	how	SCONJ
epaa-7254	198	2	did	do	AUX
epaa-7254	198	3	the	the	DET
epaa-7254	198	4	likelihood	likelihood	NOUN
epaa-7254	198	5	of	of	ADP
epaa-7254	198	6	remaining	remain	VERB
epaa-7254	198	7	in	in	ADP
epaa-7254	198	8	teaching	teaching	NOUN
epaa-7254	198	9	vary	vary	NOUN
epaa-7254	198	10	between	between	ADP
epaa-7254	198	11	teachers	teacher	NOUN
epaa-7254	198	12	who	who	PRON
epaa-7254	198	13	received	receive	VERB
epaa-7254	198	14	noyce	noyce	PROPN
epaa-7254	198	15	support	support	NOUN
epaa-7254	198	16	and	and	CCONJ
epaa-7254	198	17	other	other	ADJ
epaa-7254	198	18	stem	stem	NOUN
epaa-7254	198	19	teachers	teacher	NOUN
epaa-7254	198	20	in	in	ADP
epaa-7254	198	21	the	the	DET
epaa-7254	198	22	same	same	ADJ
epaa-7254	198	23	schools	school	NOUN
epaa-7254	198	24	?	?	PUNCT
epaa-7254	199	1	r3	r3	NOUN
epaa-7254	199	2	.	.	PUNCT
epaa-7254	200	1	how	how	SCONJ
epaa-7254	200	2	did	do	AUX
epaa-7254	200	3	the	the	DET
epaa-7254	200	4	likelihood	likelihood	NOUN
epaa-7254	200	5	of	of	ADP
epaa-7254	200	6	moving	move	VERB
epaa-7254	200	7	from	from	ADP
epaa-7254	200	8	high	high	ADJ
epaa-7254	200	9	-	-	PUNCT
epaa-7254	200	10	need	need	NOUN
epaa-7254	200	11	to	to	PART
epaa-7254	200	12	lower	low	ADJ
epaa-7254	200	13	-	-	PUNCT
epaa-7254	200	14	need	need	NOUN
epaa-7254	200	15	schools	school	NOUN
epaa-7254	200	16	vary	vary	VERB
epaa-7254	200	17	between	between	ADP
epaa-7254	200	18	teachers	teacher	NOUN
epaa-7254	200	19	who	who	PRON
epaa-7254	200	20	received	receive	VERB
epaa-7254	200	21	noyce	noyce	PROPN
epaa-7254	200	22	support	support	NOUN
epaa-7254	200	23	and	and	CCONJ
epaa-7254	200	24	other	other	ADJ
epaa-7254	200	25	stem	stem	NOUN
epaa-7254	200	26	teachers	teacher	NOUN
epaa-7254	200	27	who	who	PRON
epaa-7254	200	28	graduated	graduate	VERB
epaa-7254	200	29	from	from	ADP
epaa-7254	200	30	the	the	DET
epaa-7254	200	31	same	same	ADJ
epaa-7254	200	32	universities	university	NOUN
epaa-7254	200	33	or	or	CCONJ
epaa-7254	200	34	other	other	ADJ
epaa-7254	200	35	stem	stem	NOUN
epaa-7254	200	36	teachers	teacher	NOUN
epaa-7254	200	37	in	in	ADP
epaa-7254	200	38	the	the	DET
epaa-7254	200	39	same	same	ADJ
epaa-7254	200	40	schools	school	NOUN
epaa-7254	200	41	?	?	PUNCT
epaa-7254	201	1	r4	r4	NOUN
epaa-7254	201	2	.	.	PUNCT
epaa-7254	202	1	how	how	SCONJ
epaa-7254	202	2	did	do	AUX
epaa-7254	202	3	the	the	DET
epaa-7254	202	4	student	student	NOUN
epaa-7254	202	5	demographics	demographic	NOUN
epaa-7254	202	6	in	in	ADP
epaa-7254	202	7	schools	school	NOUN
epaa-7254	202	8	of	of	ADP
epaa-7254	202	9	teachers	teacher	NOUN
epaa-7254	202	10	who	who	PRON
epaa-7254	202	11	received	receive	VERB
epaa-7254	202	12	noyce	noyce	PROPN
epaa-7254	202	13	support	support	PROPN
epaa-7254	202	14	compare	compare	VERB
epaa-7254	202	15	with	with	ADP
epaa-7254	202	16	student	student	NOUN
epaa-7254	202	17	demographics	demographic	NOUN
epaa-7254	202	18	in	in	ADP
epaa-7254	202	19	schools	school	NOUN
epaa-7254	202	20	employing	employ	VERB
epaa-7254	202	21	other	other	ADJ
epaa-7254	202	22	stem	stem	NOUN
epaa-7254	202	23	teachers	teacher	NOUN
epaa-7254	202	24	from	from	ADP
epaa-7254	202	25	the	the	DET
epaa-7254	202	26	same	same	ADJ
epaa-7254	202	27	universities	university	NOUN
epaa-7254	202	28	?	?	PUNCT
epaa-7254	203	1	r5	r5	PROPN
epaa-7254	203	2	.	.	PUNCT
epaa-7254	204	1	how	how	SCONJ
epaa-7254	204	2	did	do	AUX
epaa-7254	204	3	student	student	NOUN
epaa-7254	204	4	test	test	NOUN
epaa-7254	204	5	score	score	NOUN
epaa-7254	204	6	changes	change	NOUN
epaa-7254	204	7	in	in	ADP
epaa-7254	204	8	algebra	algebra	NOUN
epaa-7254	204	9	i	i	PRON
epaa-7254	204	10	and	and	CCONJ
epaa-7254	204	11	biology	biology	NOUN
epaa-7254	204	12	vary	vary	VERB
epaa-7254	204	13	between	between	ADP
epaa-7254	204	14	teachers	teacher	NOUN
epaa-7254	204	15	who	who	PRON
epaa-7254	204	16	received	receive	VERB
epaa-7254	204	17	noyce	noyce	PROPN
epaa-7254	204	18	support	support	PROPN
epaa-7254	204	19	and	and	CCONJ
epaa-7254	204	20	other	other	ADJ
epaa-7254	204	21	teachers	teacher	NOUN
epaa-7254	204	22	in	in	ADP
epaa-7254	204	23	the	the	DET
epaa-7254	204	24	same	same	ADJ
epaa-7254	204	25	high	high	ADJ
epaa-7254	204	26	schools	school	NOUN
epaa-7254	204	27	?	?	PUNCT
epaa-7254	205	1	2	2	NUM
epaa-7254	205	2	the	the	DET
epaa-7254	205	3	institutions	institution	NOUN
epaa-7254	205	4	in	in	ADP
epaa-7254	205	5	the	the	DET
epaa-7254	205	6	research	research	NOUN
epaa-7254	205	7	collaborative	collaborative	NOUN
epaa-7254	205	8	were	be	AUX
epaa-7254	205	9	the	the	DET
epaa-7254	205	10	university	university	PROPN
epaa-7254	205	11	of	of	ADP
epaa-7254	205	12	houston	houston	PROPN
epaa-7254	205	13	,	,	PUNCT
epaa-7254	205	14	stephen	stephen	PROPN
epaa-7254	205	15	f.	f.	PROPN
epaa-7254	205	16	austin	austin	PROPN
epaa-7254	205	17	state	state	PROPN
epaa-7254	205	18	university	university	PROPN
epaa-7254	205	19	,	,	PUNCT
epaa-7254	205	20	the	the	DET
epaa-7254	205	21	university	university	PROPN
epaa-7254	205	22	of	of	ADP
epaa-7254	205	23	houston	houston	PROPN
epaa-7254	205	24	-	-	PUNCT
epaa-7254	205	25	clear	clear	PROPN
epaa-7254	205	26	lake	lake	NOUN
epaa-7254	205	27	,	,	PUNCT
epaa-7254	205	28	the	the	DET
epaa-7254	205	29	university	university	PROPN
epaa-7254	205	30	of	of	ADP
epaa-7254	205	31	houston	houston	PROPN
epaa-7254	205	32	-	-	PUNCT
epaa-7254	205	33	downtown	downtown	NOUN
epaa-7254	205	34	,	,	PUNCT
epaa-7254	205	35	the	the	DET
epaa-7254	205	36	university	university	PROPN
epaa-7254	205	37	of	of	ADP
epaa-7254	205	38	texas	texas	PROPN
epaa-7254	205	39	at	at	ADP
epaa-7254	205	40	austin	austin	PROPN
epaa-7254	205	41	,	,	PUNCT
epaa-7254	205	42	the	the	DET
epaa-7254	205	43	university	university	PROPN
epaa-7254	205	44	of	of	ADP
epaa-7254	205	45	texas	texas	PROPN
epaa-7254	205	46	at	at	ADP
epaa-7254	205	47	arlington	arlington	PROPN
epaa-7254	205	48	,	,	PUNCT
epaa-7254	205	49	texas	texas	PROPN
epaa-7254	205	50	state	state	PROPN
epaa-7254	205	51	university	university	PROPN
epaa-7254	205	52	,	,	PUNCT
epaa-7254	205	53	and	and	CCONJ
epaa-7254	205	54	texas	texas	PROPN
epaa-7254	205	55	a&m	a&m	PROPN
epaa-7254	205	56	university	university	PROPN
epaa-7254	205	57	-	-	PUNCT
epaa-7254	205	58	kingsville	kingsville	PROPN
epaa-7254	205	59	.	.	PUNCT
epaa-7254	206	1	the	the	DET
epaa-7254	206	2	first	first	ADJ
epaa-7254	206	3	five	five	NUM
epaa-7254	206	4	of	of	ADP
epaa-7254	206	5	these	these	PRON
epaa-7254	206	6	contributed	contribute	VERB
epaa-7254	206	7	data	datum	NOUN
epaa-7254	206	8	to	to	ADP
epaa-7254	206	9	this	this	DET
epaa-7254	206	10	study	study	NOUN
epaa-7254	206	11	.	.	PUNCT
epaa-7254	207	1	noyce	noyce	PROPN
epaa-7254	207	2	outcomes	outcome	NOUN
epaa-7254	207	3	in	in	ADP
epaa-7254	207	4	texas	texas	PROPN
epaa-7254	207	5	13	13	NUM
epaa-7254	207	6	r6	r6	NOUN
epaa-7254	207	7	.	.	PUNCT
epaa-7254	208	1	how	how	SCONJ
epaa-7254	208	2	did	do	AUX
epaa-7254	208	3	student	student	NOUN
epaa-7254	208	4	test	test	NOUN
epaa-7254	208	5	score	score	NOUN
epaa-7254	208	6	changes	change	NOUN
epaa-7254	208	7	in	in	ADP
epaa-7254	208	8	algebra	algebra	NOUN
epaa-7254	208	9	i	i	PRON
epaa-7254	208	10	and	and	CCONJ
epaa-7254	208	11	biology	biology	NOUN
epaa-7254	208	12	vary	vary	VERB
epaa-7254	208	13	between	between	ADP
epaa-7254	208	14	teachers	teacher	NOUN
epaa-7254	208	15	who	who	PRON
epaa-7254	208	16	received	receive	VERB
epaa-7254	208	17	noyce	noyce	PROPN
epaa-7254	208	18	support	support	PROPN
epaa-7254	208	19	and	and	CCONJ
epaa-7254	208	20	other	other	ADJ
epaa-7254	208	21	teachers	teacher	NOUN
epaa-7254	208	22	who	who	PRON
epaa-7254	208	23	graduated	graduate	VERB
epaa-7254	208	24	from	from	ADP
epaa-7254	208	25	the	the	DET
epaa-7254	208	26	same	same	ADJ
epaa-7254	208	27	universities	university	NOUN
epaa-7254	208	28	?	?	PUNCT
epaa-7254	209	1	before	before	ADP
epaa-7254	209	2	presenting	present	VERB
epaa-7254	209	3	our	our	PRON
epaa-7254	209	4	results	result	NOUN
epaa-7254	209	5	,	,	PUNCT
epaa-7254	209	6	we	we	PRON
epaa-7254	209	7	describe	describe	VERB
epaa-7254	209	8	the	the	DET
epaa-7254	209	9	theoretical	theoretical	ADJ
epaa-7254	209	10	framework	framework	NOUN
epaa-7254	209	11	for	for	ADP
epaa-7254	209	12	one	one	NUM
epaa-7254	209	13	of	of	ADP
epaa-7254	209	14	our	our	PRON
epaa-7254	209	15	main	main	ADJ
epaa-7254	209	16	technical	technical	ADJ
epaa-7254	209	17	tools	tool	NOUN
epaa-7254	209	18	,	,	PUNCT
epaa-7254	209	19	value	value	NOUN
epaa-7254	209	20	-	-	PUNCT
epaa-7254	209	21	added	add	VERB
epaa-7254	209	22	modelling	modelling	NOUN
epaa-7254	209	23	.	.	PUNCT
epaa-7254	210	1	the	the	DET
epaa-7254	210	2	complexity	complexity	NOUN
epaa-7254	210	3	of	of	ADP
epaa-7254	210	4	measuring	measure	VERB
epaa-7254	210	5	the	the	DET
epaa-7254	210	6	value	value	NOUN
epaa-7254	210	7	of	of	ADP
epaa-7254	210	8	teaching	teaching	NOUN
epaa-7254	210	9	from	from	ADP
epaa-7254	210	10	student	student	NOUN
epaa-7254	210	11	outcomes	outcome	NOUN
epaa-7254	210	12	particularly	particularly	ADV
epaa-7254	210	13	since	since	SCONJ
epaa-7254	210	14	the	the	DET
epaa-7254	210	15	2001	2001	NUM
epaa-7254	210	16	passage	passage	NOUN
epaa-7254	210	17	of	of	ADP
epaa-7254	210	18	the	the	DET
epaa-7254	210	19	no	no	DET
epaa-7254	210	20	child	child	NOUN
epaa-7254	210	21	left	leave	VERB
epaa-7254	210	22	behind	behind	ADP
epaa-7254	210	23	act	act	NOUN
epaa-7254	210	24	,	,	PUNCT
epaa-7254	210	25	increasing	increase	VERB
epaa-7254	210	26	attention	attention	NOUN
epaa-7254	210	27	has	have	AUX
epaa-7254	210	28	been	be	AUX
epaa-7254	210	29	placed	place	VERB
epaa-7254	210	30	on	on	ADP
epaa-7254	210	31	the	the	DET
epaa-7254	210	32	connections	connection	NOUN
epaa-7254	210	33	between	between	ADP
epaa-7254	210	34	teaching	teaching	NOUN
epaa-7254	210	35	and	and	CCONJ
epaa-7254	210	36	k-12	k-12	PROPN
epaa-7254	210	37	student	student	NOUN
epaa-7254	210	38	learning	learn	VERB
epaa-7254	210	39	outcomes	outcome	NOUN
epaa-7254	210	40	.	.	PUNCT
epaa-7254	211	1	the	the	DET
epaa-7254	211	2	reliability	reliability	NOUN
epaa-7254	211	3	of	of	ADP
epaa-7254	211	4	these	these	DET
epaa-7254	211	5	methods	method	NOUN
epaa-7254	211	6	is	be	AUX
epaa-7254	211	7	a	a	DET
epaa-7254	211	8	legitimate	legitimate	ADJ
epaa-7254	211	9	subject	subject	NOUN
epaa-7254	211	10	of	of	ADP
epaa-7254	211	11	debate	debate	NOUN
epaa-7254	211	12	,	,	PUNCT
epaa-7254	211	13	in	in	ADP
epaa-7254	211	14	part	part	NOUN
epaa-7254	211	15	because	because	SCONJ
epaa-7254	211	16	of	of	ADP
epaa-7254	211	17	their	their	PRON
epaa-7254	211	18	analytical	analytical	ADJ
epaa-7254	211	19	complexity	complexity	NOUN
epaa-7254	211	20	,	,	PUNCT
epaa-7254	211	21	in	in	ADP
epaa-7254	211	22	part	part	NOUN
epaa-7254	211	23	because	because	SCONJ
epaa-7254	211	24	of	of	ADP
epaa-7254	211	25	the	the	DET
epaa-7254	211	26	difficulty	difficulty	NOUN
epaa-7254	211	27	of	of	ADP
epaa-7254	211	28	obtaining	obtain	VERB
epaa-7254	211	29	necessary	necessary	ADJ
epaa-7254	211	30	data	datum	NOUN
epaa-7254	211	31	,	,	PUNCT
epaa-7254	211	32	and	and	CCONJ
epaa-7254	211	33	in	in	ADP
epaa-7254	211	34	part	part	NOUN
epaa-7254	211	35	because	because	SCONJ
epaa-7254	211	36	of	of	ADP
epaa-7254	211	37	disagreements	disagreement	NOUN
epaa-7254	211	38	over	over	ADP
epaa-7254	211	39	whether	whether	SCONJ
epaa-7254	211	40	to	to	PART
epaa-7254	211	41	trust	trust	VERB
epaa-7254	211	42	causal	causal	ADJ
epaa-7254	211	43	conclusions	conclusion	NOUN
epaa-7254	211	44	from	from	ADP
epaa-7254	211	45	anything	anything	PRON
epaa-7254	211	46	but	but	SCONJ
epaa-7254	211	47	an	an	DET
epaa-7254	211	48	experiment	experiment	NOUN
epaa-7254	211	49	with	with	ADP
epaa-7254	211	50	randomized	randomized	ADJ
epaa-7254	211	51	controls	control	NOUN
epaa-7254	211	52	(	(	PUNCT
epaa-7254	211	53	campbell	campbell	PROPN
epaa-7254	211	54	&	&	CCONJ
epaa-7254	211	55	stanley	stanley	PROPN
epaa-7254	211	56	,	,	PUNCT
epaa-7254	211	57	1963	1963	NUM
epaa-7254	211	58	;	;	PUNCT
epaa-7254	211	59	imbens	imbens	PROPN
epaa-7254	211	60	&	&	CCONJ
epaa-7254	211	61	rubin	rubin	PROPN
epaa-7254	211	62	,	,	PUNCT
epaa-7254	211	63	2015	2015	NUM
epaa-7254	211	64	;	;	PUNCT
epaa-7254	211	65	pearl	pearl	NOUN
epaa-7254	211	66	,	,	PUNCT
epaa-7254	211	67	2009	2009	NUM
epaa-7254	211	68	)	)	PUNCT
epaa-7254	211	69	.	.	PUNCT
epaa-7254	212	1	value	value	NOUN
epaa-7254	212	2	-	-	PUNCT
epaa-7254	212	3	added	add	VERB
epaa-7254	212	4	models	model	NOUN
epaa-7254	212	5	analyze	analyze	VERB
epaa-7254	212	6	changes	change	NOUN
epaa-7254	212	7	over	over	ADP
epaa-7254	212	8	time	time	NOUN
epaa-7254	212	9	in	in	ADP
epaa-7254	212	10	student	student	NOUN
epaa-7254	212	11	test	test	NOUN
epaa-7254	212	12	scores	score	NOUN
epaa-7254	212	13	,	,	PUNCT
epaa-7254	212	14	controlling	control	VERB
epaa-7254	212	15	for	for	ADP
epaa-7254	212	16	many	many	ADJ
epaa-7254	212	17	demographic	demographic	ADJ
epaa-7254	212	18	,	,	PUNCT
epaa-7254	212	19	classroom	classroom	NOUN
epaa-7254	212	20	,	,	PUNCT
epaa-7254	212	21	and	and	CCONJ
epaa-7254	212	22	school	school	NOUN
epaa-7254	212	23	variables	variable	NOUN
epaa-7254	212	24	.	.	PUNCT
epaa-7254	213	1	using	use	VERB
epaa-7254	213	2	these	these	DET
epaa-7254	213	3	variables	variable	NOUN
epaa-7254	213	4	,	,	PUNCT
epaa-7254	213	5	one	one	PRON
epaa-7254	213	6	computes	compute	VERB
epaa-7254	213	7	an	an	DET
epaa-7254	213	8	expectation	expectation	NOUN
epaa-7254	213	9	for	for	ADP
epaa-7254	213	10	the	the	DET
epaa-7254	213	11	score	score	NOUN
epaa-7254	213	12	changes	change	NOUN
epaa-7254	213	13	of	of	ADP
epaa-7254	213	14	a	a	DET
epaa-7254	213	15	classroom	classroom	NOUN
epaa-7254	213	16	of	of	ADP
epaa-7254	213	17	students	student	NOUN
epaa-7254	213	18	.	.	PUNCT
epaa-7254	214	1	when	when	SCONJ
epaa-7254	214	2	the	the	DET
epaa-7254	214	3	students	student	NOUN
epaa-7254	214	4	in	in	ADP
epaa-7254	214	5	a	a	DET
epaa-7254	214	6	classroom	classroom	NOUN
epaa-7254	214	7	have	have	VERB
epaa-7254	214	8	scores	score	NOUN
epaa-7254	214	9	that	that	PRON
epaa-7254	214	10	deviate	deviate	VERB
epaa-7254	214	11	from	from	ADP
epaa-7254	214	12	these	these	DET
epaa-7254	214	13	expectations	expectation	NOUN
epaa-7254	214	14	by	by	ADP
epaa-7254	214	15	a	a	DET
epaa-7254	214	16	significant	significant	ADJ
epaa-7254	214	17	amount	amount	NOUN
epaa-7254	214	18	,	,	PUNCT
epaa-7254	214	19	one	one	PRON
epaa-7254	214	20	attributes	attribute	VERB
epaa-7254	214	21	the	the	DET
epaa-7254	214	22	deviation	deviation	NOUN
epaa-7254	214	23	to	to	ADP
epaa-7254	214	24	the	the	DET
epaa-7254	214	25	qualities	quality	NOUN
epaa-7254	214	26	of	of	ADP
epaa-7254	214	27	the	the	DET
epaa-7254	214	28	teacher	teacher	NOUN
epaa-7254	214	29	.	.	PUNCT
epaa-7254	215	1	these	these	DET
epaa-7254	215	2	methods	method	NOUN
epaa-7254	215	3	were	be	AUX
epaa-7254	215	4	introduced	introduce	VERB
epaa-7254	215	5	by	by	ADP
epaa-7254	215	6	hanushek	hanushek	PROPN
epaa-7254	215	7	(	(	PUNCT
epaa-7254	215	8	1971	1971	NUM
epaa-7254	215	9	)	)	PUNCT
epaa-7254	215	10	and	and	CCONJ
epaa-7254	215	11	sanders	sanders	PROPN
epaa-7254	215	12	&	&	CCONJ
epaa-7254	215	13	rivers	river	NOUN
epaa-7254	215	14	(	(	PUNCT
epaa-7254	215	15	1996	1996	NUM
epaa-7254	215	16	)	)	PUNCT
epaa-7254	215	17	,	,	PUNCT
epaa-7254	215	18	and	and	CCONJ
epaa-7254	215	19	have	have	AUX
epaa-7254	215	20	been	be	AUX
epaa-7254	215	21	under	under	ADP
epaa-7254	215	22	continuous	continuous	ADJ
epaa-7254	215	23	development	development	NOUN
epaa-7254	215	24	ever	ever	ADV
epaa-7254	215	25	since	since	SCONJ
epaa-7254	215	26	(	(	PUNCT
epaa-7254	215	27	koedel	koedel	NOUN
epaa-7254	215	28	,	,	PUNCT
epaa-7254	215	29	mihaly	mihaly	PROPN
epaa-7254	215	30	,	,	PUNCT
epaa-7254	215	31	et	et	PROPN
epaa-7254	215	32	al	al	PROPN
epaa-7254	215	33	.	.	PROPN
epaa-7254	215	34	,	,	PUNCT
epaa-7254	215	35	2015	2015	NUM
epaa-7254	215	36	)	)	PUNCT
epaa-7254	215	37	.	.	PUNCT
epaa-7254	216	1	many	many	ADJ
epaa-7254	216	2	studies	study	NOUN
epaa-7254	216	3	,	,	PUNCT
epaa-7254	216	4	particularly	particularly	ADV
epaa-7254	216	5	in	in	ADP
epaa-7254	216	6	the	the	DET
epaa-7254	216	7	last	last	ADJ
epaa-7254	216	8	decade	decade	NOUN
epaa-7254	216	9	,	,	PUNCT
epaa-7254	216	10	have	have	AUX
epaa-7254	216	11	begun	begin	VERB
epaa-7254	216	12	to	to	PART
epaa-7254	216	13	offer	offer	VERB
epaa-7254	216	14	robust	robust	ADJ
epaa-7254	216	15	findings	finding	NOUN
epaa-7254	216	16	that	that	PRON
epaa-7254	216	17	inform	inform	VERB
epaa-7254	216	18	the	the	DET
epaa-7254	216	19	continuing	continue	VERB
epaa-7254	216	20	debate	debate	NOUN
epaa-7254	216	21	(	(	PUNCT
epaa-7254	216	22	chetty	chetty	VERB
epaa-7254	216	23	et	et	PROPN
epaa-7254	216	24	al	al	PROPN
epaa-7254	216	25	.	.	PROPN
epaa-7254	216	26	,	,	PUNCT
epaa-7254	216	27	2011	2011	NUM
epaa-7254	216	28	;	;	PUNCT
epaa-7254	216	29	metzler	metzler	PROPN
epaa-7254	216	30	&	&	CCONJ
epaa-7254	216	31	woessmann	woessmann	PROPN
epaa-7254	216	32	,	,	PUNCT
epaa-7254	216	33	2012	2012	NUM
epaa-7254	216	34	)	)	PUNCT
epaa-7254	216	35	.	.	PUNCT
epaa-7254	217	1	some	some	DET
epaa-7254	217	2	studies	study	NOUN
epaa-7254	217	3	(	(	PUNCT
epaa-7254	217	4	harris	harris	PROPN
epaa-7254	217	5	&	&	CCONJ
epaa-7254	217	6	sass	sass	PROPN
epaa-7254	217	7	,	,	PUNCT
epaa-7254	217	8	2011	2011	NUM
epaa-7254	217	9	;	;	PUNCT
epaa-7254	217	10	kane	kane	PROPN
epaa-7254	217	11	et	et	PROPN
epaa-7254	217	12	al	al	PROPN
epaa-7254	217	13	.	.	PROPN
epaa-7254	217	14	,	,	PUNCT
epaa-7254	217	15	2008	2008	NUM
epaa-7254	217	16	;	;	PUNCT
epaa-7254	217	17	rivkin	rivkin	PROPN
epaa-7254	217	18	et	et	PROPN
epaa-7254	217	19	al	al	PROPN
epaa-7254	217	20	.	.	PROPN
epaa-7254	217	21	,	,	PUNCT
epaa-7254	217	22	2005	2005	NUM
epaa-7254	217	23	)	)	PUNCT
epaa-7254	217	24	suggest	suggest	VERB
epaa-7254	217	25	that	that	SCONJ
epaa-7254	217	26	traditional	traditional	ADJ
epaa-7254	217	27	indicators	indicator	NOUN
epaa-7254	217	28	of	of	ADP
epaa-7254	217	29	teacher	teacher	NOUN
epaa-7254	217	30	quality	quality	NOUN
epaa-7254	217	31	(	(	PUNCT
epaa-7254	217	32	e.g.	e.g.	ADV
epaa-7254	217	33	,	,	PUNCT
epaa-7254	217	34	certification	certification	NOUN
epaa-7254	217	35	status	status	NOUN
epaa-7254	217	36	,	,	PUNCT
epaa-7254	217	37	content	content	NOUN
epaa-7254	217	38	preparation	preparation	NOUN
epaa-7254	217	39	)	)	PUNCT
epaa-7254	217	40	account	account	VERB
epaa-7254	217	41	for	for	ADP
epaa-7254	217	42	very	very	ADV
epaa-7254	217	43	little	little	ADJ
epaa-7254	217	44	of	of	ADP
epaa-7254	217	45	the	the	DET
epaa-7254	217	46	variation	variation	NOUN
epaa-7254	217	47	in	in	ADP
epaa-7254	217	48	student	student	NOUN
epaa-7254	217	49	outcomes	outcome	NOUN
epaa-7254	217	50	.	.	PUNCT
epaa-7254	218	1	in	in	ADP
epaa-7254	218	2	contrast	contrast	NOUN
epaa-7254	218	3	,	,	PUNCT
epaa-7254	218	4	other	other	ADJ
epaa-7254	218	5	studies	study	NOUN
epaa-7254	218	6	(	(	PUNCT
epaa-7254	218	7	backes	backes	PROPN
epaa-7254	218	8	et	et	PROPN
epaa-7254	218	9	al	al	PROPN
epaa-7254	218	10	.	.	PROPN
epaa-7254	218	11	,	,	PUNCT
epaa-7254	218	12	2018	2018	NUM
epaa-7254	218	13	;	;	PUNCT
epaa-7254	218	14	chetty	chetty	VERB
epaa-7254	218	15	et	et	PROPN
epaa-7254	218	16	al	al	PROPN
epaa-7254	218	17	.	.	PROPN
epaa-7254	218	18	,	,	PUNCT
epaa-7254	218	19	2014b	2014b	NUM
epaa-7254	218	20	;	;	PUNCT
epaa-7254	218	21	hanushek	hanushek	PROPN
epaa-7254	218	22	,	,	PUNCT
epaa-7254	218	23	2011	2011	NUM
epaa-7254	218	24	)	)	PUNCT
epaa-7254	218	25	find	find	VERB
epaa-7254	218	26	substantial	substantial	ADJ
epaa-7254	218	27	associated	associated	ADJ
epaa-7254	218	28	student	student	NOUN
epaa-7254	218	29	-	-	PUNCT
epaa-7254	218	30	level	level	NOUN
epaa-7254	218	31	outcomes	outcome	NOUN
epaa-7254	218	32	(	(	PUNCT
epaa-7254	218	33	e.g.	e.g.	ADV
epaa-7254	218	34	,	,	PUNCT
epaa-7254	218	35	increased	increase	VERB
epaa-7254	218	36	likelihood	likelihood	NOUN
epaa-7254	218	37	to	to	PART
epaa-7254	218	38	attend	attend	VERB
epaa-7254	218	39	college	college	NOUN
epaa-7254	218	40	;	;	PUNCT
epaa-7254	218	41	increased	increase	VERB
epaa-7254	218	42	academic	academic	ADJ
epaa-7254	218	43	performance	performance	NOUN
epaa-7254	218	44	)	)	PUNCT
epaa-7254	218	45	.	.	PUNCT
epaa-7254	219	1	these	these	PRON
epaa-7254	219	2	reflect	reflect	VERB
epaa-7254	219	3	questions	question	NOUN
epaa-7254	219	4	of	of	ADP
epaa-7254	219	5	measurement	measurement	NOUN
epaa-7254	219	6	of	of	ADP
epaa-7254	219	7	teacher	teacher	NOUN
epaa-7254	219	8	quality	quality	NOUN
epaa-7254	219	9	and	and	CCONJ
epaa-7254	219	10	the	the	DET
epaa-7254	219	11	relation	relation	NOUN
epaa-7254	219	12	of	of	ADP
epaa-7254	219	13	these	these	DET
epaa-7254	219	14	indicators	indicator	NOUN
epaa-7254	219	15	to	to	PART
epaa-7254	219	16	student	student	VERB
epaa-7254	219	17	outcomes	outcome	NOUN
epaa-7254	219	18	that	that	PRON
epaa-7254	219	19	are	be	AUX
epaa-7254	219	20	not	not	PART
epaa-7254	219	21	fully	fully	ADV
epaa-7254	219	22	answered	answer	VERB
epaa-7254	219	23	,	,	PUNCT
epaa-7254	219	24	suggesting	suggest	VERB
epaa-7254	219	25	the	the	DET
epaa-7254	219	26	urgent	urgent	ADJ
epaa-7254	219	27	need	need	NOUN
epaa-7254	219	28	for	for	ADP
epaa-7254	219	29	additional	additional	ADJ
epaa-7254	219	30	rigorous	rigorous	ADJ
epaa-7254	219	31	work	work	NOUN
epaa-7254	219	32	to	to	PART
epaa-7254	219	33	inform	inform	VERB
epaa-7254	219	34	the	the	DET
epaa-7254	219	35	conversation	conversation	NOUN
epaa-7254	219	36	.	.	PUNCT
epaa-7254	220	1	value	value	NOUN
epaa-7254	220	2	-	-	PUNCT
epaa-7254	220	3	added	add	VERB
epaa-7254	220	4	methods	method	NOUN
epaa-7254	220	5	are	be	AUX
epaa-7254	220	6	controversial	controversial	ADJ
epaa-7254	220	7	when	when	SCONJ
epaa-7254	220	8	they	they	PRON
epaa-7254	220	9	are	be	AUX
epaa-7254	220	10	used	use	VERB
epaa-7254	220	11	to	to	PART
epaa-7254	220	12	make	make	VERB
epaa-7254	220	13	decisions	decision	NOUN
epaa-7254	220	14	about	about	ADP
epaa-7254	220	15	tenure	tenure	NOUN
epaa-7254	220	16	or	or	CCONJ
epaa-7254	220	17	merit	merit	NOUN
epaa-7254	220	18	of	of	ADP
epaa-7254	220	19	individual	individual	ADJ
epaa-7254	220	20	teachers	teacher	NOUN
epaa-7254	220	21	(	(	PUNCT
epaa-7254	220	22	amrein	amrein	PROPN
epaa-7254	220	23	-	-	PUNCT
epaa-7254	220	24	beardsley	beardsley	NOUN
epaa-7254	220	25	,	,	PUNCT
epaa-7254	220	26	2009	2009	NUM
epaa-7254	220	27	;	;	PUNCT
epaa-7254	220	28	darling	darling	NOUN
epaa-7254	220	29	-	-	PUNCT
epaa-7254	220	30	hammond	hammond	PROPN
epaa-7254	220	31	et	et	PROPN
epaa-7254	220	32	al	al	PROPN
epaa-7254	220	33	.	.	PROPN
epaa-7254	220	34	,	,	PUNCT
epaa-7254	220	35	2012	2012	NUM
epaa-7254	220	36	;	;	PUNCT
epaa-7254	220	37	hill	hill	NOUN
epaa-7254	220	38	et	et	PROPN
epaa-7254	220	39	al	al	PROPN
epaa-7254	220	40	.	.	PROPN
epaa-7254	220	41	,	,	PUNCT
epaa-7254	220	42	2011	2011	NUM
epaa-7254	220	43	)	)	PUNCT
epaa-7254	220	44	.	.	PUNCT
epaa-7254	221	1	in	in	ADP
epaa-7254	221	2	particular	particular	ADJ
epaa-7254	221	3	,	,	PUNCT
epaa-7254	221	4	as	as	SCONJ
epaa-7254	221	5	pivovarova	pivovarova	PROPN
epaa-7254	221	6	et	et	PROPN
epaa-7254	221	7	al	al	PROPN
epaa-7254	221	8	.	.	PUNCT
epaa-7254	222	1	(	(	PUNCT
epaa-7254	222	2	2016	2016	NUM
epaa-7254	222	3	)	)	PUNCT
epaa-7254	222	4	note	note	NOUN
epaa-7254	222	5	,	,	PUNCT
epaa-7254	222	6	there	there	PRON
epaa-7254	222	7	is	be	VERB
epaa-7254	222	8	a	a	DET
epaa-7254	222	9	“	"	PUNCT
epaa-7254	222	10	number	number	NOUN
epaa-7254	222	11	of	of	ADP
epaa-7254	222	12	issues	issue	NOUN
epaa-7254	222	13	with	with	ADP
epaa-7254	222	14	vams	vam	NOUN
epaa-7254	222	15	that	that	PRON
epaa-7254	222	16	should	should	AUX
epaa-7254	222	17	be	be	AUX
epaa-7254	222	18	taken	take	VERB
epaa-7254	222	19	into	into	ADP
epaa-7254	222	20	account	account	NOUN
epaa-7254	222	21	when	when	SCONJ
epaa-7254	222	22	using	use	VERB
epaa-7254	222	23	vams	vam	NOUN
epaa-7254	222	24	in	in	ADP
epaa-7254	222	25	educational	educational	ADJ
epaa-7254	222	26	context	context	NOUN
epaa-7254	222	27	,	,	PUNCT
epaa-7254	222	28	especially	especially	ADV
epaa-7254	222	29	for	for	ADP
epaa-7254	222	30	high	high	ADJ
epaa-7254	222	31	-	-	PUNCT
epaa-7254	222	32	stakes	stake	NOUN
epaa-7254	222	33	decision	decision	NOUN
epaa-7254	222	34	-	-	PUNCT
epaa-7254	222	35	making	make	VERB
epaa-7254	222	36	purposes	purpose	NOUN
epaa-7254	222	37	(	(	PUNCT
epaa-7254	222	38	e.g.	e.g.	ADV
epaa-7254	222	39	,	,	PUNCT
epaa-7254	222	40	teacher	teacher	NOUN
epaa-7254	222	41	merit	merit	NOUN
epaa-7254	222	42	pay	pay	NOUN
epaa-7254	222	43	,	,	PUNCT
epaa-7254	222	44	tenure	tenure	NOUN
epaa-7254	222	45	,	,	PUNCT
epaa-7254	222	46	termination	termination	NOUN
epaa-7254	222	47	)	)	PUNCT
epaa-7254	223	1	[	[	X
epaa-7254	223	2	pp	pp	X
epaa-7254	223	3	.	.	PUNCT
epaa-7254	224	1	1	1	NUM
epaa-7254	224	2	-	-	SYM
epaa-7254	224	3	2	2	NUM
epaa-7254	224	4	]	]	PUNCT
epaa-7254	224	5	”	"	PUNCT
epaa-7254	224	6	.	.	PUNCT
epaa-7254	225	1	here	here	ADV
epaa-7254	225	2	we	we	PRON
epaa-7254	225	3	employ	employ	VERB
epaa-7254	225	4	value	value	NOUN
epaa-7254	225	5	-	-	PUNCT
epaa-7254	225	6	added	add	VERB
epaa-7254	225	7	scores	score	NOUN
epaa-7254	225	8	to	to	PART
epaa-7254	225	9	study	study	VERB
epaa-7254	225	10	categories	category	NOUN
epaa-7254	225	11	of	of	ADP
epaa-7254	225	12	teachers	teacher	NOUN
epaa-7254	225	13	rather	rather	ADV
epaa-7254	225	14	than	than	ADP
epaa-7254	225	15	individuals	individual	NOUN
epaa-7254	225	16	.	.	PUNCT
epaa-7254	226	1	this	this	PRON
epaa-7254	226	2	means	mean	VERB
epaa-7254	226	3	that	that	SCONJ
epaa-7254	226	4	uncertainties	uncertainty	NOUN
epaa-7254	226	5	are	be	AUX
epaa-7254	226	6	reduced	reduce	VERB
epaa-7254	226	7	,	,	PUNCT
epaa-7254	226	8	and	and	CCONJ
epaa-7254	226	9	the	the	DET
epaa-7254	226	10	possibility	possibility	NOUN
epaa-7254	226	11	of	of	ADP
epaa-7254	226	12	negative	negative	ADJ
epaa-7254	226	13	consequences	consequence	NOUN
epaa-7254	226	14	for	for	ADP
epaa-7254	226	15	individuals	individual	NOUN
epaa-7254	226	16	is	be	AUX
epaa-7254	226	17	removed	remove	VERB
epaa-7254	226	18	.	.	PUNCT
epaa-7254	227	1	value	value	NOUN
epaa-7254	227	2	-	-	PUNCT
epaa-7254	227	3	added	add	VERB
epaa-7254	227	4	models	model	NOUN
epaa-7254	227	5	have	have	AUX
epaa-7254	227	6	previously	previously	ADV
epaa-7254	227	7	been	be	AUX
epaa-7254	227	8	employed	employ	VERB
epaa-7254	227	9	in	in	ADP
epaa-7254	227	10	studies	study	NOUN
epaa-7254	227	11	in	in	ADP
epaa-7254	227	12	texas	texas	PROPN
epaa-7254	227	13	.	.	PUNCT
epaa-7254	228	1	two	two	NUM
epaa-7254	228	2	first	first	ADJ
epaa-7254	228	3	studies	study	NOUN
epaa-7254	228	4	of	of	ADP
epaa-7254	228	5	this	this	DET
epaa-7254	228	6	sort	sort	NOUN
epaa-7254	228	7	compared	compare	VERB
epaa-7254	228	8	student	student	NOUN
epaa-7254	228	9	learning	learning	NOUN
epaa-7254	228	10	as	as	ADP
epaa-7254	228	11	a	a	DET
epaa-7254	228	12	function	function	NOUN
epaa-7254	228	13	of	of	ADP
epaa-7254	228	14	preparation	preparation	NOUN
epaa-7254	228	15	program	program	NOUN
epaa-7254	228	16	of	of	ADP
epaa-7254	228	17	the	the	DET
epaa-7254	228	18	teacher	teacher	NOUN
epaa-7254	228	19	and	and	CCONJ
epaa-7254	228	20	concluded	conclude	VERB
epaa-7254	228	21	that	that	SCONJ
epaa-7254	228	22	the	the	DET
epaa-7254	228	23	value	value	NOUN
epaa-7254	228	24	-	-	PUNCT
epaa-7254	228	25	added	add	VERB
epaa-7254	228	26	measures	measure	NOUN
epaa-7254	228	27	were	be	AUX
epaa-7254	228	28	so	so	ADV
epaa-7254	228	29	noisy	noisy	ADJ
epaa-7254	228	30	no	no	DET
epaa-7254	228	31	differences	difference	NOUN
epaa-7254	228	32	between	between	ADP
epaa-7254	228	33	programs	program	NOUN
epaa-7254	228	34	could	could	AUX
epaa-7254	228	35	reliably	reliably	ADV
epaa-7254	228	36	be	be	AUX
epaa-7254	228	37	detected	detect	VERB
epaa-7254	228	38	(	(	PUNCT
epaa-7254	228	39	mellor	mellor	PROPN
epaa-7254	228	40	et	et	PROPN
epaa-7254	228	41	al	al	PROPN
epaa-7254	228	42	.	.	PROPN
epaa-7254	228	43	,	,	PUNCT
epaa-7254	228	44	2008	2008	NUM
epaa-7254	228	45	;	;	PUNCT
epaa-7254	228	46	von	von	PROPN
epaa-7254	228	47	hippel	hippel	PROPN
epaa-7254	228	48	et	et	PROPN
epaa-7254	228	49	al	al	PROPN
epaa-7254	228	50	.	.	PROPN
epaa-7254	228	51	,	,	PUNCT
epaa-7254	228	52	2016	2016	NUM
epaa-7254	228	53	)	)	PUNCT
epaa-7254	228	54	.	.	PUNCT
epaa-7254	229	1	a	a	DET
epaa-7254	229	2	third	third	ADJ
epaa-7254	229	3	study	study	NOUN
epaa-7254	229	4	focused	focus	VERB
epaa-7254	229	5	on	on	ADP
epaa-7254	229	6	graduates	graduate	NOUN
epaa-7254	229	7	of	of	ADP
epaa-7254	229	8	the	the	DET
epaa-7254	229	9	uteach	uteach	ADJ
epaa-7254	229	10	program	program	NOUN
epaa-7254	229	11	and	and	CCONJ
epaa-7254	229	12	found	find	VERB
epaa-7254	229	13	positive	positive	ADJ
epaa-7254	229	14	learning	learning	NOUN
epaa-7254	229	15	gains	gain	NOUN
epaa-7254	229	16	both	both	PRON
epaa-7254	229	17	in	in	ADP
epaa-7254	229	18	math	math	NOUN
epaa-7254	229	19	and	and	CCONJ
epaa-7254	229	20	science	science	NOUN
epaa-7254	229	21	for	for	ADP
epaa-7254	229	22	their	their	PRON
epaa-7254	229	23	students	student	NOUN
epaa-7254	229	24	in	in	ADP
epaa-7254	229	25	comparison	comparison	NOUN
epaa-7254	229	26	with	with	ADP
epaa-7254	229	27	peers	peer	NOUN
epaa-7254	229	28	whose	whose	DET
epaa-7254	229	29	teachers	teacher	NOUN
epaa-7254	229	30	came	come	VERB
epaa-7254	229	31	from	from	ADP
epaa-7254	229	32	other	other	ADJ
epaa-7254	229	33	programs	program	NOUN
epaa-7254	229	34	(	(	PUNCT
epaa-7254	229	35	backes	backes	PROPN
epaa-7254	229	36	et	et	PROPN
epaa-7254	229	37	al	al	PROPN
epaa-7254	229	38	.	.	PROPN
epaa-7254	229	39	,	,	PUNCT
epaa-7254	229	40	2018	2018	NUM
epaa-7254	229	41	)	)	PUNCT
epaa-7254	229	42	.	.	PUNCT
epaa-7254	230	1	another	another	DET
epaa-7254	230	2	study	study	NOUN
epaa-7254	230	3	(	(	PUNCT
epaa-7254	230	4	marder	marder	PROPN
epaa-7254	230	5	et	et	PROPN
epaa-7254	230	6	al	al	PROPN
epaa-7254	230	7	.	.	PROPN
epaa-7254	230	8	,	,	PUNCT
epaa-7254	230	9	2020	2020	NUM
epaa-7254	230	10	)	)	PUNCT
epaa-7254	230	11	found	find	VERB
epaa-7254	230	12	that	that	SCONJ
epaa-7254	230	13	value	value	NOUN
epaa-7254	230	14	-	-	PUNCT
epaa-7254	230	15	added	add	VERB
epaa-7254	230	16	student	student	NOUN
epaa-7254	230	17	gains	gain	NOUN
epaa-7254	230	18	in	in	ADP
epaa-7254	230	19	algebra	algebra	PROPN
epaa-7254	230	20	i	i	PRON
epaa-7254	230	21	,	,	PUNCT
epaa-7254	230	22	and	and	CCONJ
epaa-7254	230	23	to	to	ADP
epaa-7254	230	24	a	a	DET
epaa-7254	230	25	lesser	less	ADJ
epaa-7254	230	26	extent	extent	NOUN
epaa-7254	230	27	in	in	ADP
epaa-7254	230	28	biology	biology	NOUN
epaa-7254	230	29	,	,	PUNCT
epaa-7254	230	30	were	be	AUX
epaa-7254	230	31	higher	high	ADJ
epaa-7254	230	32	for	for	ADP
epaa-7254	230	33	teachers	teacher	NOUN
epaa-7254	230	34	from	from	ADP
epaa-7254	230	35	standard	standard	ADJ
epaa-7254	230	36	programs	program	NOUN
epaa-7254	230	37	than	than	SCONJ
epaa-7254	230	38	they	they	PRON
epaa-7254	230	39	were	be	AUX
epaa-7254	230	40	for	for	ADP
epaa-7254	230	41	alternatively	alternatively	ADV
epaa-7254	230	42	certified	certify	VERB
epaa-7254	230	43	teachers	teacher	NOUN
epaa-7254	230	44	.	.	PUNCT
epaa-7254	231	1	education	education	NOUN
epaa-7254	231	2	policy	policy	NOUN
epaa-7254	231	3	analysis	analysis	NOUN
epaa-7254	231	4	archives	archive	NOUN
epaa-7254	231	5	vol	vol	NOUN
epaa-7254	231	6	.	.	PROPN
epaa-7254	232	1	30	30	NUM
epaa-7254	232	2	no	no	NOUN
epaa-7254	232	3	.	.	PUNCT
epaa-7254	233	1	147	147	NUM
epaa-7254	233	2	14	14	NUM
epaa-7254	233	3	data	datum	NOUN
epaa-7254	233	4	sample3	sample3	PUNCT
epaa-7254	234	1	we	we	PRON
epaa-7254	234	2	examined	examine	VERB
epaa-7254	234	3	outcomes	outcome	NOUN
epaa-7254	234	4	of	of	ADP
epaa-7254	234	5	texas	texas	PROPN
epaa-7254	234	6	noyce	noyce	PROPN
epaa-7254	234	7	programs	program	NOUN
epaa-7254	234	8	making	make	VERB
epaa-7254	234	9	use	use	NOUN
epaa-7254	234	10	of	of	ADP
epaa-7254	234	11	longitudinal	longitudinal	ADJ
epaa-7254	234	12	administrative	administrative	ADJ
epaa-7254	234	13	data	datum	NOUN
epaa-7254	234	14	from	from	ADP
epaa-7254	234	15	the	the	DET
epaa-7254	234	16	texas	texas	PROPN
epaa-7254	234	17	education	education	PROPN
epaa-7254	234	18	research	research	NOUN
epaa-7254	234	19	center	center	NOUN
epaa-7254	234	20	.	.	PUNCT
epaa-7254	235	1	these	these	DET
epaa-7254	235	2	data	datum	NOUN
epaa-7254	235	3	made	make	VERB
epaa-7254	235	4	it	it	PRON
epaa-7254	235	5	possible	possible	ADJ
epaa-7254	235	6	for	for	SCONJ
epaa-7254	235	7	us	we	PRON
epaa-7254	235	8	to	to	PART
epaa-7254	235	9	examine	examine	VERB
epaa-7254	235	10	student	student	NOUN
epaa-7254	235	11	learning	learning	NOUN
epaa-7254	235	12	gains	gain	NOUN
epaa-7254	235	13	in	in	ADP
epaa-7254	235	14	algebra	algebra	NOUN
epaa-7254	235	15	i	i	PRON
epaa-7254	235	16	and	and	CCONJ
epaa-7254	235	17	biology	biology	NOUN
epaa-7254	235	18	,	,	PUNCT
epaa-7254	235	19	teacher	teacher	NOUN
epaa-7254	235	20	retention	retention	NOUN
epaa-7254	235	21	,	,	PUNCT
epaa-7254	235	22	and	and	CCONJ
epaa-7254	235	23	propensity	propensity	NOUN
epaa-7254	235	24	to	to	PART
epaa-7254	235	25	teach	teach	VERB
epaa-7254	235	26	in	in	ADP
epaa-7254	235	27	highneed	highneed	NOUN
epaa-7254	235	28	schools	school	NOUN
epaa-7254	235	29	.	.	PUNCT
epaa-7254	236	1	student	student	NOUN
epaa-7254	236	2	identifiers	identifier	NOUN
epaa-7254	236	3	for	for	ADP
epaa-7254	236	4	these	these	DET
epaa-7254	236	5	noyce	noyce	NOUN
epaa-7254	236	6	recipients	recipient	NOUN
epaa-7254	236	7	were	be	AUX
epaa-7254	236	8	transmitted	transmit	VERB
epaa-7254	236	9	in	in	ADP
epaa-7254	236	10	secure	secure	ADJ
epaa-7254	236	11	fashion	fashion	NOUN
epaa-7254	236	12	to	to	ADP
epaa-7254	236	13	the	the	DET
epaa-7254	236	14	texas	texas	PROPN
epaa-7254	236	15	education	education	PROPN
epaa-7254	236	16	agency	agency	NOUN
epaa-7254	236	17	,	,	PUNCT
epaa-7254	236	18	which	which	PRON
epaa-7254	236	19	merged	merge	VERB
epaa-7254	236	20	the	the	DET
epaa-7254	236	21	identifiers	identifier	NOUN
epaa-7254	236	22	to	to	PART
epaa-7254	236	23	link	link	VERB
epaa-7254	236	24	the	the	DET
epaa-7254	236	25	noyce	noyce	PROPN
epaa-7254	236	26	recipients	recipient	NOUN
epaa-7254	236	27	to	to	ADP
epaa-7254	236	28	certification	certification	NOUN
epaa-7254	236	29	information	information	NOUN
epaa-7254	236	30	,	,	PUNCT
epaa-7254	236	31	school	school	NOUN
epaa-7254	236	32	assignments	assignment	NOUN
epaa-7254	236	33	,	,	PUNCT
epaa-7254	236	34	student	student	NOUN
epaa-7254	236	35	membership	membership	NOUN
epaa-7254	236	36	in	in	ADP
epaa-7254	236	37	their	their	PRON
epaa-7254	236	38	classes	class	NOUN
epaa-7254	236	39	,	,	PUNCT
epaa-7254	236	40	and	and	CCONJ
epaa-7254	236	41	other	other	ADJ
epaa-7254	236	42	information	information	NOUN
epaa-7254	236	43	.	.	PUNCT
epaa-7254	237	1	the	the	DET
epaa-7254	237	2	noyce	noyce	PROPN
epaa-7254	237	3	scholars	scholars	PROPN
epaa-7254	237	4	are	be	AUX
epaa-7254	237	5	a	a	DET
epaa-7254	237	6	small	small	ADJ
epaa-7254	237	7	subset	subset	NOUN
epaa-7254	237	8	of	of	ADP
epaa-7254	237	9	the	the	DET
epaa-7254	237	10	overall	overall	ADJ
epaa-7254	237	11	teacher	teacher	NOUN
epaa-7254	237	12	population	population	NOUN
epaa-7254	237	13	from	from	ADP
epaa-7254	237	14	our	our	PRON
epaa-7254	237	15	universities	university	NOUN
epaa-7254	237	16	.	.	PUNCT
epaa-7254	238	1	thus	thus	ADV
epaa-7254	238	2	,	,	PUNCT
epaa-7254	238	3	over	over	ADP
epaa-7254	238	4	the	the	DET
epaa-7254	238	5	15	15	NUM
epaa-7254	238	6	-	-	PUNCT
epaa-7254	238	7	year	year	NOUN
epaa-7254	238	8	period	period	NOUN
epaa-7254	238	9	of	of	ADP
epaa-7254	238	10	interest	interest	NOUN
epaa-7254	238	11	and	and	CCONJ
epaa-7254	238	12	eight	eight	NUM
epaa-7254	238	13	funded	funded	ADJ
epaa-7254	238	14	universities	university	NOUN
epaa-7254	238	15	,	,	PUNCT
epaa-7254	238	16	we	we	PRON
epaa-7254	238	17	began	begin	VERB
epaa-7254	238	18	with	with	ADP
epaa-7254	238	19	a	a	DET
epaa-7254	238	20	limited	limited	ADJ
epaa-7254	238	21	population	population	NOUN
epaa-7254	238	22	of	of	ADP
epaa-7254	238	23	248	248	NUM
epaa-7254	238	24	recipients	recipient	NOUN
epaa-7254	238	25	of	of	ADP
epaa-7254	238	26	noyce	noyce	PROPN
epaa-7254	238	27	scholarships	scholarships	PROPN
epaa-7254	238	28	.	.	PUNCT
epaa-7254	239	1	from	from	ADP
epaa-7254	239	2	these	these	PRON
epaa-7254	239	3	,	,	PUNCT
epaa-7254	239	4	the	the	DET
epaa-7254	239	5	texas	texas	PROPN
epaa-7254	239	6	education	education	PROPN
epaa-7254	239	7	agency	agency	PROPN
epaa-7254	239	8	successfully	successfully	ADV
epaa-7254	239	9	found	find	VERB
epaa-7254	239	10	a	a	DET
epaa-7254	239	11	match	match	NOUN
epaa-7254	239	12	on	on	ADP
epaa-7254	239	13	202	202	NUM
epaa-7254	239	14	of	of	ADP
epaa-7254	239	15	the	the	DET
epaa-7254	239	16	248	248	NUM
epaa-7254	239	17	.	.	PUNCT
epaa-7254	240	1	of	of	ADP
epaa-7254	240	2	the	the	DET
epaa-7254	240	3	noyce	noyce	PROPN
epaa-7254	240	4	recipients	recipient	NOUN
epaa-7254	240	5	found	find	VERB
epaa-7254	240	6	in	in	ADP
epaa-7254	240	7	the	the	DET
epaa-7254	240	8	dataset	dataset	NOUN
epaa-7254	240	9	,	,	PUNCT
epaa-7254	240	10	however	however	ADV
epaa-7254	240	11	,	,	PUNCT
epaa-7254	240	12	only	only	ADV
epaa-7254	240	13	a	a	DET
epaa-7254	240	14	subset	subset	NOUN
epaa-7254	240	15	taught	teach	VERB
epaa-7254	240	16	in	in	ADP
epaa-7254	240	17	texas	texas	PROPN
epaa-7254	240	18	schools	school	NOUN
epaa-7254	240	19	,	,	PUNCT
epaa-7254	240	20	and	and	CCONJ
epaa-7254	240	21	a	a	DET
epaa-7254	240	22	smaller	small	ADJ
epaa-7254	240	23	subset	subset	NOUN
epaa-7254	240	24	taught	teach	VERB
epaa-7254	240	25	tested	test	VERB
epaa-7254	240	26	high	high	ADJ
epaa-7254	240	27	school	school	NOUN
epaa-7254	240	28	subjects	subject	NOUN
epaa-7254	240	29	(	(	PUNCT
epaa-7254	240	30	biology	biology	NOUN
epaa-7254	240	31	and	and	CCONJ
epaa-7254	240	32	algebra	algebra	NOUN
epaa-7254	240	33	i	i	PRON
epaa-7254	240	34	)	)	PUNCT
epaa-7254	240	35	during	during	ADP
epaa-7254	240	36	the	the	DET
epaa-7254	240	37	time	time	NOUN
epaa-7254	240	38	period	period	NOUN
epaa-7254	240	39	2012	2012	NUM
epaa-7254	240	40	-	-	SYM
epaa-7254	240	41	2018	2018	NUM
epaa-7254	240	42	where	where	SCONJ
epaa-7254	240	43	student	student	NOUN
epaa-7254	240	44	-	-	PUNCT
epaa-7254	240	45	teacher	teacher	NOUN
epaa-7254	240	46	links	link	NOUN
epaa-7254	240	47	were	be	AUX
epaa-7254	240	48	available	available	ADJ
epaa-7254	240	49	in	in	ADP
epaa-7254	240	50	the	the	DET
epaa-7254	240	51	state	state	NOUN
epaa-7254	240	52	data	datum	NOUN
epaa-7254	240	53	.	.	PUNCT
epaa-7254	241	1	table	table	NOUN
epaa-7254	241	2	1	1	NUM
epaa-7254	241	3	describes	describe	VERB
epaa-7254	241	4	the	the	DET
epaa-7254	241	5	funding	funding	NOUN
epaa-7254	241	6	history	history	NOUN
epaa-7254	241	7	and	and	CCONJ
epaa-7254	241	8	number	number	NOUN
epaa-7254	241	9	of	of	ADP
epaa-7254	241	10	individuals	individual	NOUN
epaa-7254	241	11	in	in	ADP
epaa-7254	241	12	our	our	PRON
epaa-7254	241	13	sample	sample	NOUN
epaa-7254	241	14	from	from	ADP
epaa-7254	241	15	noyce	noyce	PROPN
epaa-7254	241	16	programs	program	NOUN
epaa-7254	241	17	at	at	ADP
epaa-7254	241	18	eight	eight	NUM
epaa-7254	241	19	universities	university	NOUN
epaa-7254	241	20	.	.	PUNCT
epaa-7254	242	1	these	these	DET
epaa-7254	242	2	universities	university	NOUN
epaa-7254	242	3	received	receive	VERB
epaa-7254	242	4	noyce	noyce	NOUN
epaa-7254	242	5	grants	grant	NOUN
epaa-7254	242	6	at	at	ADP
epaa-7254	242	7	many	many	ADJ
epaa-7254	242	8	different	different	ADJ
epaa-7254	242	9	times	time	NOUN
epaa-7254	242	10	,	,	PUNCT
epaa-7254	242	11	with	with	ADP
epaa-7254	242	12	the	the	DET
epaa-7254	242	13	earliest	early	ADJ
epaa-7254	242	14	grant	grant	NOUN
epaa-7254	242	15	in	in	ADP
epaa-7254	242	16	2003	2003	NUM
epaa-7254	242	17	.	.	PUNCT
epaa-7254	243	1	table	table	NOUN
epaa-7254	243	2	1	1	NUM
epaa-7254	243	3	funding	funding	NOUN
epaa-7254	243	4	history	history	NOUN
epaa-7254	243	5	of	of	ADP
epaa-7254	243	6	scholarship	scholarship	NOUN
epaa-7254	243	7	and	and	CCONJ
epaa-7254	243	8	stipend	stipend	PROPN
epaa-7254	243	9	or	or	CCONJ
epaa-7254	243	10	master	master	NOUN
epaa-7254	243	11	teacher	teacher	NOUN
epaa-7254	243	12	noyce	noyce	PROPN
epaa-7254	243	13	grants	grant	NOUN
epaa-7254	243	14	and	and	CCONJ
epaa-7254	243	15	number	number	NOUN
epaa-7254	243	16	of	of	ADP
epaa-7254	243	17	noyce	noyce	PROPN
epaa-7254	243	18	scholars	scholars	PROPN
epaa-7254	243	19	contributed	contribute	VERB
epaa-7254	243	20	to	to	ADP
epaa-7254	243	21	sample	sample	NOUN
epaa-7254	243	22	from	from	ADP
epaa-7254	243	23	each	each	DET
epaa-7254	243	24	university	university	NOUN
epaa-7254	243	25	in	in	ADP
epaa-7254	243	26	collaborative	collaborative	ADJ
epaa-7254	243	27	research	research	NOUN
epaa-7254	243	28	project	project	NOUN
epaa-7254	243	29	.	.	PUNCT
epaa-7254	244	1	noyce	noyce	PROPN
epaa-7254	244	2	recipients	recipient	NOUN
epaa-7254	244	3	labelled	label	VERB
epaa-7254	244	4	“	"	PUNCT
epaa-7254	244	5	-	-	INTJ
epaa-7254	244	6	”	"	PUNCT
epaa-7254	244	7	indicate	indicate	VERB
epaa-7254	244	8	that	that	SCONJ
epaa-7254	244	9	data	datum	NOUN
epaa-7254	244	10	were	be	AUX
epaa-7254	244	11	unavailable	unavailable	ADJ
epaa-7254	244	12	,	,	PUNCT
epaa-7254	244	13	not	not	PART
epaa-7254	244	14	that	that	SCONJ
epaa-7254	244	15	there	there	PRON
epaa-7254	244	16	were	be	VERB
epaa-7254	244	17	no	no	DET
epaa-7254	244	18	graduates	graduate	NOUN
epaa-7254	244	19	3	3	NUM
epaa-7254	244	20	the	the	DET
epaa-7254	244	21	university	university	PROPN
epaa-7254	244	22	of	of	ADP
epaa-7254	244	23	texas	texas	PROPN
epaa-7254	244	24	at	at	ADP
epaa-7254	244	25	austin	austin	PROPN
epaa-7254	244	26	office	office	PROPN
epaa-7254	244	27	of	of	ADP
epaa-7254	244	28	research	research	NOUN
epaa-7254	244	29	support	support	NOUN
epaa-7254	244	30	provided	provide	VERB
epaa-7254	244	31	a	a	DET
epaa-7254	244	32	non	non	ADJ
epaa-7254	244	33	-	-	ADJ
epaa-7254	244	34	human	human	ADJ
epaa-7254	244	35	subjects	subject	NOUN
epaa-7254	244	36	research	research	VERB
epaa-7254	244	37	determination	determination	NOUN
epaa-7254	244	38	(	(	PUNCT
epaa-7254	244	39	fwa	fwa	PROPN
epaa-7254	244	40	#	#	SYM
epaa-7254	244	41	0002030	0002030	NUM
epaa-7254	244	42	,	,	PUNCT
epaa-7254	244	43	02/15/2016	02/15/2016	NUM
epaa-7254	244	44	)	)	PUNCT
epaa-7254	244	45	because	because	SCONJ
epaa-7254	244	46	the	the	DET
epaa-7254	244	47	study	study	NOUN
epaa-7254	244	48	made	make	VERB
epaa-7254	244	49	secondary	secondary	ADJ
epaa-7254	244	50	use	use	NOUN
epaa-7254	244	51	of	of	ADP
epaa-7254	244	52	de	de	ADJ
epaa-7254	244	53	-	-	ADJ
epaa-7254	244	54	identified	identify	VERB
epaa-7254	244	55	data	datum	NOUN
epaa-7254	244	56	.	.	PUNCT
epaa-7254	245	1	year	year	NOUN
epaa-7254	245	2	of	of	ADP
epaa-7254	245	3	start	start	NOUN
epaa-7254	245	4	date	date	PROPN
epaa-7254	245	5	univ	univ	PROPN
epaa-7254	245	6	.	.	PROPN
epaa-7254	245	7	of	of	ADP
epaa-7254	245	8	houston	houston	PROPN
epaa-7254	245	9	univ	univ	PROPN
epaa-7254	245	10	.	.	PROPN
epaa-7254	246	1	of	of	ADP
epaa-7254	246	2	texas	texas	PROPN
epaa-7254	246	3	at	at	ADP
epaa-7254	246	4	arlington	arlington	PROPN
epaa-7254	246	5	stephen	stephen	PROPN
epaa-7254	246	6	f.	f.	PROPN
epaa-7254	246	7	austin	austin	PROPN
epaa-7254	246	8	state	state	PROPN
epaa-7254	246	9	univ	univ	PROPN
epaa-7254	246	10	.	.	PUNCT
epaa-7254	247	1	univ	univ	PROPN
epaa-7254	247	2	,	,	PUNCT
epaa-7254	247	3	of	of	ADP
epaa-7254	247	4	houston	houston	PROPN
epaa-7254	247	5	downtown	downtown	PROPN
epaa-7254	247	6	univ	univ	PROPN
epaa-7254	247	7	.	.	PROPN
epaa-7254	248	1	of	of	ADP
epaa-7254	248	2	texas	texas	PROPN
epaa-7254	249	1	at	at	ADP
epaa-7254	249	2	austin	austin	PROPN
epaa-7254	249	3	texas	texas	PROPN
epaa-7254	249	4	state	state	PROPN
epaa-7254	249	5	univ	univ	PROPN
epaa-7254	249	6	.	.	PUNCT
epaa-7254	250	1	san	san	PROPN
epaa-7254	250	2	marcos	marcos	PROPN
epaa-7254	250	3	texas	texas	PROPN
epaa-7254	250	4	a&m	a&m	PROPN
epaa-7254	250	5	univ	univ	PROPN
epaa-7254	250	6	.	.	PUNCT
epaa-7254	251	1	kingsville	kingsville	PROPN
epaa-7254	251	2	univ	univ	PROPN
epaa-7254	251	3	.	.	PROPN
epaa-7254	251	4	of	of	ADP
epaa-7254	251	5	houston	houston	PROPN
epaa-7254	251	6	clear	clear	PROPN
epaa-7254	251	7	lake	lake	PROPN
epaa-7254	251	8	2003	2003	NUM
epaa-7254	251	9	$	$	SYM
epaa-7254	251	10	500k	500k	NUM
epaa-7254	251	11	2006	2006	NUM
epaa-7254	251	12	$	$	SYM
epaa-7254	251	13	400k	400k	NUM
epaa-7254	251	14	2008	2008	NUM
epaa-7254	251	15	$	$	SYM
epaa-7254	251	16	900k	900k	PROPN
epaa-7254	251	17	2009	2009	NUM
epaa-7254	251	18	$	$	SYM
epaa-7254	251	19	899k	899k	ADP
epaa-7254	251	20	$	$	SYM
epaa-7254	251	21	1.50	1.50	NUM
epaa-7254	251	22	m	m	NOUN
epaa-7254	251	23	$	$	SYM
epaa-7254	251	24	889k	889k	NUM
epaa-7254	251	25	2010	2010	NUM
epaa-7254	251	26	$	$	SYM
epaa-7254	251	27	1.45	1.45	NUM
epaa-7254	251	28	m	m	NOUN
epaa-7254	251	29	2011	2011	NUM
epaa-7254	251	30	$	$	SYM
epaa-7254	251	31	1.45	1.45	NUM
epaa-7254	251	32	m	m	NUM
epaa-7254	251	33	$	$	SYM
epaa-7254	251	34	1.10	1.10	NUM
epaa-7254	251	35	m	m	NOUN
epaa-7254	251	36	2012	2012	NUM
epaa-7254	251	37	$	$	SYM
epaa-7254	251	38	985k	985k	NOUN
epaa-7254	251	39	2013	2013	NUM
epaa-7254	251	40	$	$	SYM
epaa-7254	251	41	350k	350k	PROPN
epaa-7254	251	42	$	$	SYM
epaa-7254	251	43	1.12	1.12	NUM
epaa-7254	251	44	m	m	NUM
epaa-7254	251	45	2014	2014	NUM
epaa-7254	251	46	$	$	SYM
epaa-7254	251	47	1.20	1.20	NUM
epaa-7254	251	48	m	m	NUM
epaa-7254	251	49	2015	2015	NUM
epaa-7254	251	50	$	$	SYM
epaa-7254	251	51	960k	960k	PROPN
epaa-7254	251	52	$	$	SYM
epaa-7254	251	53	1.45	1.45	NUM
epaa-7254	251	54	m	m	NUM
epaa-7254	251	55	2016	2016	NUM
epaa-7254	251	56	$	$	SYM
epaa-7254	251	57	1.74	1.74	NUM
epaa-7254	251	58	m	m	NOUN
epaa-7254	251	59	$	$	SYM
epaa-7254	251	60	300k	300k	NUM
epaa-7254	251	61	$	$	SYM
epaa-7254	251	62	1.05	1.05	NUM
epaa-7254	251	63	m	m	NOUN
epaa-7254	251	64	$	$	SYM
epaa-7254	251	65	800k	800k	NUM
epaa-7254	251	66	$	$	SYM
epaa-7254	251	67	1.26	1.26	NUM
epaa-7254	251	68	m	m	NUM
epaa-7254	251	69	2018	2018	NUM
epaa-7254	251	70	$	$	SYM
epaa-7254	251	71	2.83	2.83	NUM
epaa-7254	251	72	m	m	NOUN
epaa-7254	251	73	$	$	SYM
epaa-7254	251	74	1.45	1.45	NUM
epaa-7254	251	75	m	m	NOUN
epaa-7254	251	76	2020	2020	NUM
epaa-7254	251	77	$	$	SYM
epaa-7254	251	78	1.00	1.00	NUM
epaa-7254	251	79	m	m	NOUN
epaa-7254	251	80	$	$	SYM
epaa-7254	251	81	1.01	1.01	NUM
epaa-7254	251	82	m	m	NOUN
epaa-7254	251	83	grand	grand	ADJ
epaa-7254	251	84	total	total	ADJ
epaa-7254	251	85	$	$	SYM
epaa-7254	251	86	7.45	7.45	NUM
epaa-7254	251	87	m	m	NUM
epaa-7254	251	88	$	$	SYM
epaa-7254	251	89	5.06	5.06	NUM
epaa-7254	251	90	m	m	NOUN
epaa-7254	251	91	$	$	SYM
epaa-7254	251	92	5.00	5.00	NUM
epaa-7254	251	93	m	m	NUM
epaa-7254	251	94	$	$	SYM
epaa-7254	251	95	3.41	3.41	NUM
epaa-7254	251	96	m	m	NOUN
epaa-7254	251	97	$	$	SYM
epaa-7254	251	98	1.70	1.70	NUM
epaa-7254	251	99	m	m	NOUN
epaa-7254	251	100	$	$	SYM
epaa-7254	251	101	1.60	1.60	NUM
epaa-7254	251	102	m	m	NOUN
epaa-7254	251	103	$	$	SYM
epaa-7254	251	104	1.20	1.20	NUM
epaa-7254	251	105	m	m	NUM
epaa-7254	251	106	$	$	SYM
epaa-7254	251	107	1.12	1.12	NUM
epaa-7254	251	108	m	m	NOUN
epaa-7254	251	109	noyce	noyce	PROPN
epaa-7254	251	110	recipients	recipient	NOUN
epaa-7254	251	111	in	in	ADP
epaa-7254	251	112	sample	sample	NOUN
epaa-7254	251	113	66	66	NUM
epaa-7254	251	114	20	20	NUM
epaa-7254	251	115	48	48	NUM
epaa-7254	251	116	106	106	NUM
epaa-7254	251	117	6	6	NUM
epaa-7254	251	118	noyce	noyce	NOUN
epaa-7254	251	119	outcomes	outcome	NOUN
epaa-7254	251	120	in	in	ADP
epaa-7254	251	121	texas	texas	PROPN
epaa-7254	251	122	15	15	NUM
epaa-7254	251	123	for	for	ADP
epaa-7254	251	124	ut	ut	PROPN
epaa-7254	251	125	austin	austin	PROPN
epaa-7254	251	126	,	,	PUNCT
epaa-7254	251	127	which	which	PRON
epaa-7254	251	128	contributed	contribute	VERB
epaa-7254	251	129	the	the	DET
epaa-7254	251	130	largest	large	ADJ
epaa-7254	251	131	number	number	NOUN
epaa-7254	251	132	of	of	ADP
epaa-7254	251	133	teachers	teacher	NOUN
epaa-7254	251	134	to	to	ADP
epaa-7254	251	135	the	the	DET
epaa-7254	251	136	study	study	NOUN
epaa-7254	251	137	,	,	PUNCT
epaa-7254	251	138	we	we	PRON
epaa-7254	251	139	are	be	AUX
epaa-7254	251	140	able	able	ADJ
epaa-7254	251	141	to	to	PART
epaa-7254	251	142	provide	provide	VERB
epaa-7254	251	143	an	an	DET
epaa-7254	251	144	overview	overview	NOUN
epaa-7254	251	145	of	of	ADP
epaa-7254	251	146	the	the	DET
epaa-7254	251	147	grants	grant	NOUN
epaa-7254	251	148	.	.	PUNCT
epaa-7254	252	1	a	a	DET
epaa-7254	252	2	total	total	NOUN
epaa-7254	252	3	of	of	ADP
epaa-7254	252	4	127	127	NUM
epaa-7254	252	5	preservice	preservice	NOUN
epaa-7254	252	6	teachers	teacher	NOUN
epaa-7254	252	7	were	be	AUX
epaa-7254	252	8	funded	fund	VERB
epaa-7254	252	9	for	for	ADP
epaa-7254	252	10	whom	whom	PRON
epaa-7254	252	11	outcomes	outcome	NOUN
epaa-7254	252	12	are	be	AUX
epaa-7254	252	13	known	know	VERB
epaa-7254	252	14	(	(	PUNCT
epaa-7254	252	15	several	several	ADJ
epaa-7254	252	16	more	more	ADJ
epaa-7254	252	17	are	be	AUX
epaa-7254	252	18	still	still	ADV
epaa-7254	252	19	in	in	ADP
epaa-7254	252	20	the	the	DET
epaa-7254	252	21	midst	midst	NOUN
epaa-7254	252	22	of	of	ADP
epaa-7254	252	23	service	service	NOUN
epaa-7254	252	24	obligations	obligation	NOUN
epaa-7254	252	25	)	)	PUNCT
epaa-7254	252	26	.	.	PUNCT
epaa-7254	253	1	of	of	ADP
epaa-7254	253	2	these	these	PRON
epaa-7254	253	3	,	,	PUNCT
epaa-7254	253	4	92	92	NUM
epaa-7254	253	5	met	meet	VERB
epaa-7254	253	6	their	their	PRON
epaa-7254	253	7	teaching	teaching	NOUN
epaa-7254	253	8	obligations	obligation	NOUN
epaa-7254	253	9	,	,	PUNCT
epaa-7254	253	10	20	20	NUM
epaa-7254	253	11	completed	complete	VERB
epaa-7254	253	12	the	the	DET
epaa-7254	253	13	program	program	NOUN
epaa-7254	253	14	but	but	CCONJ
epaa-7254	253	15	did	do	AUX
epaa-7254	253	16	not	not	PART
epaa-7254	253	17	complete	complete	VERB
epaa-7254	253	18	their	their	PRON
epaa-7254	253	19	teaching	teaching	NOUN
epaa-7254	253	20	obligation	obligation	NOUN
epaa-7254	253	21	in	in	ADP
epaa-7254	253	22	high	high	ADJ
epaa-7254	253	23	-	-	PUNCT
epaa-7254	253	24	need	need	NOUN
epaa-7254	253	25	schools	school	NOUN
epaa-7254	253	26	and	and	CCONJ
epaa-7254	253	27	15	15	NUM
epaa-7254	253	28	left	leave	VERB
epaa-7254	253	29	the	the	DET
epaa-7254	253	30	program	program	NOUN
epaa-7254	253	31	without	without	ADP
epaa-7254	253	32	completing	complete	VERB
epaa-7254	253	33	certification	certification	NOUN
epaa-7254	253	34	.	.	PUNCT
epaa-7254	254	1	from	from	ADP
epaa-7254	254	2	table	table	NOUN
epaa-7254	254	3	1	1	NUM
epaa-7254	254	4	we	we	PRON
epaa-7254	254	5	see	see	VERB
epaa-7254	254	6	that	that	SCONJ
epaa-7254	254	7	106−92	106−92	NUM
epaa-7254	254	8	=	=	SYM
epaa-7254	254	9	14	14	NUM
epaa-7254	254	10	of	of	ADP
epaa-7254	254	11	those	those	PRON
epaa-7254	254	12	who	who	PRON
epaa-7254	254	13	have	have	AUX
epaa-7254	254	14	not	not	PART
epaa-7254	254	15	completed	complete	VERB
epaa-7254	254	16	the	the	DET
epaa-7254	254	17	obligation	obligation	NOUN
epaa-7254	254	18	to	to	PART
epaa-7254	254	19	teach	teach	VERB
epaa-7254	254	20	in	in	ADP
epaa-7254	254	21	high	high	ADJ
epaa-7254	254	22	-	-	PUNCT
epaa-7254	254	23	need	need	NOUN
epaa-7254	254	24	schools	school	NOUN
epaa-7254	254	25	have	have	AUX
epaa-7254	254	26	taught	teach	VERB
epaa-7254	254	27	in	in	ADP
epaa-7254	254	28	texas	texas	PROPN
epaa-7254	254	29	and	and	CCONJ
epaa-7254	254	30	appear	appear	VERB
epaa-7254	254	31	in	in	ADP
epaa-7254	254	32	the	the	DET
epaa-7254	254	33	tea	tea	NOUN
epaa-7254	254	34	dataset	dataset	NOUN
epaa-7254	254	35	.	.	PUNCT
epaa-7254	255	1	retention	retention	NOUN
epaa-7254	255	2	in	in	ADP
epaa-7254	255	3	teaching	teaching	NOUN
epaa-7254	255	4	of	of	ADP
epaa-7254	255	5	texas	texas	PROPN
epaa-7254	255	6	noyce	noyce	PROPN
epaa-7254	255	7	scholars	scholar	NOUN
epaa-7254	255	8	we	we	PRON
epaa-7254	255	9	now	now	ADV
epaa-7254	255	10	address	address	VERB
epaa-7254	255	11	the	the	DET
epaa-7254	255	12	first	first	ADJ
epaa-7254	255	13	three	three	NUM
epaa-7254	255	14	of	of	ADP
epaa-7254	255	15	our	our	PRON
epaa-7254	255	16	research	research	NOUN
epaa-7254	255	17	questions	question	NOUN
epaa-7254	255	18	on	on	ADP
epaa-7254	255	19	how	how	SCONJ
epaa-7254	255	20	long	long	ADJ
epaa-7254	255	21	noyce	noyce	PROPN
epaa-7254	255	22	scholars	scholar	NOUN
epaa-7254	255	23	in	in	ADP
epaa-7254	255	24	our	our	PRON
epaa-7254	255	25	sample	sample	NOUN
epaa-7254	255	26	remained	remain	VERB
epaa-7254	255	27	in	in	ADP
epaa-7254	255	28	teaching	teaching	NOUN
epaa-7254	255	29	,	,	PUNCT
epaa-7254	255	30	and	and	CCONJ
epaa-7254	255	31	whether	whether	SCONJ
epaa-7254	255	32	they	they	PRON
epaa-7254	255	33	moved	move	VERB
epaa-7254	255	34	away	away	ADV
epaa-7254	255	35	from	from	ADP
epaa-7254	255	36	high	high	ADJ
epaa-7254	255	37	-	-	PUNCT
epaa-7254	255	38	need	need	NOUN
epaa-7254	255	39	schools	school	NOUN
epaa-7254	255	40	.	.	PUNCT
epaa-7254	256	1	we	we	PRON
epaa-7254	256	2	compare	compare	VERB
epaa-7254	256	3	noyce	noyce	PROPN
epaa-7254	256	4	scholars	scholar	NOUN
epaa-7254	256	5	with	with	ADP
epaa-7254	256	6	two	two	NUM
epaa-7254	256	7	groups	group	NOUN
epaa-7254	256	8	we	we	PRON
epaa-7254	256	9	use	use	VERB
epaa-7254	256	10	throughout	throughout	ADP
epaa-7254	256	11	this	this	DET
epaa-7254	256	12	study	study	NOUN
epaa-7254	256	13	:	:	PUNCT
epaa-7254	256	14	other	other	ADJ
epaa-7254	256	15	stem	stem	NOUN
epaa-7254	256	16	teachers	teacher	NOUN
epaa-7254	256	17	at	at	ADP
epaa-7254	256	18	the	the	DET
epaa-7254	256	19	same	same	ADJ
epaa-7254	256	20	school	school	NOUN
epaa-7254	256	21	,	,	PUNCT
epaa-7254	256	22	and	and	CCONJ
epaa-7254	256	23	other	other	ADJ
epaa-7254	256	24	stem	stem	NOUN
epaa-7254	256	25	teachers	teacher	NOUN
epaa-7254	256	26	who	who	PRON
epaa-7254	256	27	came	come	VERB
epaa-7254	256	28	from	from	ADP
epaa-7254	256	29	the	the	DET
epaa-7254	256	30	same	same	ADJ
epaa-7254	256	31	universities	university	NOUN
epaa-7254	256	32	.	.	PUNCT
epaa-7254	257	1	to	to	PART
epaa-7254	257	2	form	form	VERB
epaa-7254	257	3	these	these	DET
epaa-7254	257	4	comparisons	comparison	NOUN
epaa-7254	257	5	,	,	PUNCT
epaa-7254	257	6	we	we	PRON
epaa-7254	257	7	found	find	VERB
epaa-7254	257	8	all	all	DET
epaa-7254	257	9	the	the	DET
epaa-7254	257	10	schools	school	NOUN
epaa-7254	257	11	in	in	ADP
epaa-7254	257	12	which	which	PRON
epaa-7254	257	13	the	the	DET
epaa-7254	257	14	noyce	noyce	PROPN
epaa-7254	257	15	scholars	scholar	NOUN
epaa-7254	257	16	taught	teach	VERB
epaa-7254	257	17	,	,	PUNCT
epaa-7254	257	18	and	and	CCONJ
epaa-7254	257	19	then	then	ADV
epaa-7254	257	20	all	all	DET
epaa-7254	257	21	the	the	DET
epaa-7254	257	22	teachers	teacher	NOUN
epaa-7254	257	23	who	who	PRON
epaa-7254	257	24	taught	teach	VERB
epaa-7254	257	25	between	between	ADP
epaa-7254	257	26	2003	2003	NUM
epaa-7254	257	27	and	and	CCONJ
epaa-7254	257	28	2020	2020	NUM
epaa-7254	257	29	at	at	ADP
epaa-7254	257	30	the	the	DET
epaa-7254	257	31	same	same	ADJ
epaa-7254	257	32	middle	middle	ADJ
epaa-7254	257	33	and	and	CCONJ
epaa-7254	257	34	high	high	ADJ
epaa-7254	257	35	schools	school	NOUN
epaa-7254	257	36	with	with	ADP
epaa-7254	257	37	first	first	ADJ
epaa-7254	257	38	teaching	teaching	NOUN
epaa-7254	257	39	certificate	certificate	NOUN
epaa-7254	257	40	in	in	ADP
epaa-7254	257	41	a	a	DET
epaa-7254	257	42	stem	stem	NOUN
epaa-7254	257	43	field	field	NOUN
epaa-7254	257	44	.	.	PUNCT
epaa-7254	258	1	similarly	similarly	ADV
epaa-7254	258	2	,	,	PUNCT
epaa-7254	258	3	we	we	PRON
epaa-7254	258	4	found	find	VERB
epaa-7254	258	5	all	all	DET
epaa-7254	258	6	teachers	teacher	NOUN
epaa-7254	258	7	whose	whose	DET
epaa-7254	258	8	first	first	ADJ
epaa-7254	258	9	certificate	certificate	NOUN
epaa-7254	258	10	was	be	AUX
epaa-7254	258	11	from	from	ADP
epaa-7254	258	12	the	the	DET
epaa-7254	258	13	five	five	NUM
epaa-7254	258	14	universities	university	NOUN
epaa-7254	258	15	in	in	ADP
epaa-7254	258	16	table	table	NOUN
epaa-7254	258	17	1	1	NUM
epaa-7254	258	18	contributing	contribute	VERB
epaa-7254	258	19	data	datum	NOUN
epaa-7254	258	20	,	,	PUNCT
epaa-7254	258	21	who	who	PRON
epaa-7254	258	22	taught	teach	VERB
epaa-7254	258	23	in	in	ADP
epaa-7254	258	24	texas	texas	PROPN
epaa-7254	258	25	between	between	ADP
epaa-7254	258	26	2003	2003	NUM
epaa-7254	258	27	and	and	CCONJ
epaa-7254	258	28	2020	2020	NUM
epaa-7254	258	29	,	,	PUNCT
epaa-7254	258	30	and	and	CCONJ
epaa-7254	258	31	whose	whose	DET
epaa-7254	258	32	first	first	ADJ
epaa-7254	258	33	teaching	teaching	NOUN
epaa-7254	258	34	certificate	certificate	NOUN
epaa-7254	258	35	was	be	AUX
epaa-7254	258	36	in	in	ADP
epaa-7254	258	37	a	a	DET
epaa-7254	258	38	stem	stem	NOUN
epaa-7254	258	39	field	field	NOUN
epaa-7254	258	40	.	.	PUNCT
epaa-7254	259	1	research	research	NOUN
epaa-7254	259	2	questions	question	NOUN
epaa-7254	259	3	r1	r1	PROPN
epaa-7254	259	4	,	,	PUNCT
epaa-7254	259	5	r2	r2	PROPN
epaa-7254	259	6	&	&	CCONJ
epaa-7254	259	7	r3	r3	PROPN
epaa-7254	259	8	to	to	PART
epaa-7254	259	9	measure	measure	VERB
epaa-7254	259	10	retention	retention	NOUN
epaa-7254	259	11	in	in	ADP
epaa-7254	259	12	teaching	teach	VERB
epaa-7254	259	13	we	we	PRON
epaa-7254	259	14	look	look	VERB
epaa-7254	259	15	at	at	ADP
epaa-7254	259	16	the	the	DET
epaa-7254	259	17	percentage	percentage	NOUN
epaa-7254	259	18	of	of	ADP
epaa-7254	259	19	teachers	teacher	NOUN
epaa-7254	259	20	in	in	ADP
epaa-7254	259	21	each	each	DET
epaa-7254	259	22	group	group	NOUN
epaa-7254	259	23	who	who	PRON
epaa-7254	259	24	taught	teach	VERB
epaa-7254	259	25	for	for	ADP
epaa-7254	259	26	at	at	ADV
epaa-7254	259	27	least	least	ADV
epaa-7254	259	28	five	five	NUM
epaa-7254	259	29	years	year	NOUN
epaa-7254	259	30	in	in	ADP
epaa-7254	259	31	a	a	DET
epaa-7254	259	32	seven	seven	NUM
epaa-7254	259	33	-	-	PUNCT
epaa-7254	259	34	year	year	NOUN
epaa-7254	259	35	window	window	NOUN
epaa-7254	259	36	.	.	PUNCT
epaa-7254	260	1	teachers	teacher	NOUN
epaa-7254	260	2	for	for	ADP
epaa-7254	260	3	whom	whom	PRON
epaa-7254	260	4	it	it	PRON
epaa-7254	260	5	is	be	AUX
epaa-7254	260	6	too	too	ADV
epaa-7254	260	7	soon	soon	ADV
epaa-7254	260	8	to	to	PART
epaa-7254	260	9	tell	tell	VERB
epaa-7254	260	10	are	be	AUX
epaa-7254	260	11	removed	remove	VERB
epaa-7254	260	12	from	from	ADP
epaa-7254	260	13	consideration	consideration	NOUN
epaa-7254	260	14	.	.	PUNCT
epaa-7254	261	1	for	for	ADP
epaa-7254	261	2	example	example	NOUN
epaa-7254	261	3	,	,	PUNCT
epaa-7254	261	4	a	a	DET
epaa-7254	261	5	teacher	teacher	NOUN
epaa-7254	261	6	who	who	PRON
epaa-7254	261	7	first	first	ADV
epaa-7254	261	8	taught	teach	VERB
epaa-7254	261	9	in	in	ADP
epaa-7254	261	10	2015	2015	NUM
epaa-7254	261	11	-	-	SYM
epaa-7254	261	12	2016	2016	NUM
epaa-7254	261	13	and	and	CCONJ
epaa-7254	261	14	taught	teach	VERB
epaa-7254	261	15	four	four	NUM
epaa-7254	261	16	of	of	ADP
epaa-7254	261	17	the	the	DET
epaa-7254	261	18	years	year	NOUN
epaa-7254	261	19	through	through	ADP
epaa-7254	261	20	2020	2020	NUM
epaa-7254	261	21	-	-	SYM
epaa-7254	261	22	2021	2021	NUM
epaa-7254	261	23	would	would	AUX
epaa-7254	261	24	be	be	AUX
epaa-7254	261	25	removed	remove	VERB
epaa-7254	261	26	from	from	ADP
epaa-7254	261	27	consideration	consideration	NOUN
epaa-7254	261	28	because	because	SCONJ
epaa-7254	261	29	it	it	PRON
epaa-7254	261	30	would	would	AUX
epaa-7254	261	31	still	still	ADV
epaa-7254	261	32	be	be	AUX
epaa-7254	261	33	possible	possible	ADJ
epaa-7254	261	34	for	for	SCONJ
epaa-7254	261	35	them	they	PRON
epaa-7254	261	36	to	to	PART
epaa-7254	261	37	complete	complete	VERB
epaa-7254	261	38	a	a	DET
epaa-7254	261	39	fifth	fifth	ADJ
epaa-7254	261	40	year	year	NOUN
epaa-7254	261	41	of	of	ADP
epaa-7254	261	42	teaching	teaching	NOUN
epaa-7254	261	43	in	in	ADP
epaa-7254	261	44	2021	2021	NUM
epaa-7254	261	45	-	-	SYM
epaa-7254	261	46	2022	2022	NUM
epaa-7254	261	47	.	.	PUNCT
epaa-7254	262	1	we	we	PRON
epaa-7254	262	2	see	see	VERB
epaa-7254	262	3	in	in	ADP
epaa-7254	262	4	table	table	NOUN
epaa-7254	262	5	2	2	NUM
epaa-7254	262	6	that	that	SCONJ
epaa-7254	262	7	63	63	NUM
epaa-7254	262	8	%	%	NOUN
epaa-7254	262	9	of	of	ADP
epaa-7254	262	10	the	the	DET
epaa-7254	262	11	noyce	noyce	PROPN
epaa-7254	262	12	scholars	scholars	PROPN
epaa-7254	262	13	completed	complete	VERB
epaa-7254	262	14	five	five	NUM
epaa-7254	262	15	years	year	NOUN
epaa-7254	262	16	of	of	ADP
epaa-7254	262	17	teaching	teaching	NOUN
epaa-7254	262	18	by	by	ADP
epaa-7254	262	19	this	this	DET
epaa-7254	262	20	definition	definition	NOUN
epaa-7254	262	21	.	.	PUNCT
epaa-7254	263	1	however	however	ADV
epaa-7254	263	2	,	,	PUNCT
epaa-7254	263	3	74	74	NUM
epaa-7254	263	4	%	%	NOUN
epaa-7254	263	5	of	of	ADP
epaa-7254	263	6	the	the	DET
epaa-7254	263	7	other	other	ADJ
epaa-7254	263	8	stem	stem	NOUN
epaa-7254	263	9	teachers	teacher	NOUN
epaa-7254	263	10	in	in	ADP
epaa-7254	263	11	their	their	PRON
epaa-7254	263	12	schools	school	NOUN
epaa-7254	263	13	completed	complete	VERB
epaa-7254	263	14	five	five	NUM
epaa-7254	263	15	years	year	NOUN
epaa-7254	263	16	of	of	ADP
epaa-7254	263	17	teaching	teaching	NOUN
epaa-7254	263	18	,	,	PUNCT
epaa-7254	263	19	as	as	SCONJ
epaa-7254	263	20	did	do	VERB
epaa-7254	263	21	77	77	NUM
epaa-7254	263	22	%	%	NOUN
epaa-7254	263	23	of	of	ADP
epaa-7254	263	24	the	the	DET
epaa-7254	263	25	other	other	ADJ
epaa-7254	263	26	stem	stem	NOUN
epaa-7254	263	27	teachers	teacher	NOUN
epaa-7254	263	28	prepared	prepare	VERB
epaa-7254	263	29	by	by	ADP
epaa-7254	263	30	their	their	PRON
epaa-7254	263	31	universities	university	NOUN
epaa-7254	263	32	.	.	PUNCT
epaa-7254	264	1	thus	thus	ADV
epaa-7254	264	2	,	,	PUNCT
epaa-7254	264	3	the	the	DET
epaa-7254	264	4	noyce	noyce	PROPN
epaa-7254	264	5	scholars	scholar	NOUN
epaa-7254	264	6	leave	leave	VERB
epaa-7254	264	7	teaching	teach	VERB
epaa-7254	264	8	at	at	ADP
epaa-7254	264	9	a	a	DET
epaa-7254	264	10	higher	high	ADJ
epaa-7254	264	11	rate	rate	NOUN
epaa-7254	264	12	by	by	ADP
epaa-7254	264	13	the	the	DET
epaa-7254	264	14	five	five	NUM
epaa-7254	264	15	-	-	PUNCT
epaa-7254	264	16	year	year	NOUN
epaa-7254	264	17	mark	mark	NOUN
epaa-7254	264	18	than	than	ADP
epaa-7254	264	19	the	the	DET
epaa-7254	264	20	other	other	ADJ
epaa-7254	264	21	groups	group	NOUN
epaa-7254	264	22	.	.	PUNCT
epaa-7254	265	1	table	table	NOUN
epaa-7254	265	2	2	2	NUM
epaa-7254	265	3	five	five	NUM
epaa-7254	265	4	-	-	PUNCT
epaa-7254	265	5	year	year	NOUN
epaa-7254	265	6	retention	retention	NOUN
epaa-7254	265	7	in	in	ADP
epaa-7254	265	8	teaching	teaching	NOUN
epaa-7254	265	9	and	and	CCONJ
epaa-7254	265	10	mobility	mobility	NOUN
epaa-7254	265	11	from	from	ADP
epaa-7254	265	12	high	high	ADJ
epaa-7254	265	13	-	-	PUNCT
epaa-7254	265	14	need	need	NOUN
epaa-7254	265	15	schools	school	NOUN
epaa-7254	265	16	,	,	PUNCT
epaa-7254	265	17	comparing	compare	VERB
epaa-7254	265	18	noyce	noyce	PROPN
epaa-7254	265	19	scholars	scholar	NOUN
epaa-7254	265	20	with	with	ADP
epaa-7254	265	21	other	other	ADJ
epaa-7254	265	22	stem	stem	NOUN
epaa-7254	265	23	teachers	teacher	NOUN
epaa-7254	265	24	at	at	ADP
epaa-7254	265	25	same	same	ADJ
epaa-7254	265	26	schools	school	NOUN
epaa-7254	265	27	and	and	CCONJ
epaa-7254	265	28	other	other	ADJ
epaa-7254	265	29	stem	stem	NOUN
epaa-7254	265	30	teachers	teacher	NOUN
epaa-7254	265	31	from	from	ADP
epaa-7254	265	32	same	same	ADJ
epaa-7254	265	33	universities	university	NOUN
epaa-7254	265	34	(	(	PUNCT
epaa-7254	265	35	r1	r1	PROPN
epaa-7254	265	36	,	,	PUNCT
epaa-7254	265	37	r2	r2	PROPN
epaa-7254	265	38	&	&	CCONJ
epaa-7254	265	39	r3	r3	PROPN
epaa-7254	265	40	)	)	PUNCT
epaa-7254	265	41	noyce	noyce	PROPN
epaa-7254	265	42	scholars	scholar	VERB
epaa-7254	265	43	other	other	ADJ
epaa-7254	265	44	stem	stem	NOUN
epaa-7254	265	45	teachers	teacher	NOUN
epaa-7254	265	46	at	at	ADP
epaa-7254	265	47	same	same	ADJ
epaa-7254	265	48	schools	school	NOUN
epaa-7254	265	49	other	other	ADJ
epaa-7254	265	50	stem	stem	NOUN
epaa-7254	265	51	teachers	teacher	NOUN
epaa-7254	265	52	from	from	ADP
epaa-7254	265	53	same	same	ADJ
epaa-7254	265	54	universities	university	NOUN
epaa-7254	265	55	total	total	ADJ
epaa-7254	265	56	number	number	NOUN
epaa-7254	265	57	taught	teach	VERB
epaa-7254	265	58	in	in	ADP
epaa-7254	265	59	texas	texas	PROPN
epaa-7254	265	60	169	169	NUM
epaa-7254	265	61	9812	9812	NUM
epaa-7254	265	62	3058	3058	NUM
epaa-7254	265	63	taught	teach	VERB
epaa-7254	265	64	5	5	NUM
epaa-7254	265	65	years	year	NOUN
epaa-7254	265	66	(	(	PUNCT
epaa-7254	265	67	in	in	ADP
epaa-7254	265	68	first	first	ADJ
epaa-7254	265	69	7	7	NUM
epaa-7254	265	70	years	year	NOUN
epaa-7254	265	71	)	)	PUNCT
epaa-7254	265	72	95	95	NUM
epaa-7254	265	73	6546	6546	NUM
epaa-7254	265	74	2071	2071	NUM
epaa-7254	265	75	did	do	AUX
epaa-7254	265	76	not	not	PART
epaa-7254	265	77	teach	teach	VERB
epaa-7254	265	78	5	5	NUM
epaa-7254	265	79	years	year	NOUN
epaa-7254	265	80	(	(	PUNCT
epaa-7254	265	81	in	in	ADP
epaa-7254	265	82	first	first	ADJ
epaa-7254	265	83	7	7	NUM
epaa-7254	265	84	years	year	NOUN
epaa-7254	265	85	)	)	PUNCT
epaa-7254	265	86	56	56	NUM
epaa-7254	265	87	2307	2307	NUM
epaa-7254	265	88	633	633	NUM
epaa-7254	265	89	percent	percent	NOUN
epaa-7254	265	90	taught	teach	VERB
epaa-7254	265	91	5	5	NUM
epaa-7254	265	92	years	year	NOUN
epaa-7254	265	93	(	(	PUNCT
epaa-7254	265	94	in	in	ADP
epaa-7254	265	95	first	first	ADJ
epaa-7254	265	96	7	7	NUM
epaa-7254	265	97	years	year	NOUN
epaa-7254	265	98	)	)	PUNCT
epaa-7254	265	99	63	63	NUM
epaa-7254	265	100	%	%	NOUN
epaa-7254	265	101	74	74	NUM
epaa-7254	265	102	%	%	NOUN
epaa-7254	265	103	77	77	NUM
epaa-7254	265	104	%	%	NOUN
epaa-7254	265	105	average	average	ADJ
epaa-7254	265	106	school	school	NOUN
epaa-7254	265	107	poverty	poverty	NOUN
epaa-7254	265	108	concentration	concentration	NOUN
epaa-7254	265	109	54	54	NUM
epaa-7254	265	110	%	%	NOUN
epaa-7254	265	111	53	53	NUM
epaa-7254	265	112	%	%	NOUN
epaa-7254	265	113	51	51	NUM
epaa-7254	265	114	%	%	NOUN
epaa-7254	265	115	years	year	NOUN
epaa-7254	266	1	switchers	switcher	NOUN
epaa-7254	266	2	taught	teach	VERB
epaa-7254	266	3	in	in	ADP
epaa-7254	266	4	first	first	ADJ
epaa-7254	266	5	school	school	NOUN
epaa-7254	266	6	2.94	2.94	NUM
epaa-7254	266	7	±	±	NUM
epaa-7254	266	8	0.24	0.24	NUM
epaa-7254	266	9	3.08	3.08	NUM
epaa-7254	266	10	±	±	NUM
epaa-7254	266	11	0.03	0.03	NUM
epaa-7254	266	12	3.40	3.40	NUM
epaa-7254	266	13	±	±	NUM
epaa-7254	266	14	0.06	0.06	NUM
epaa-7254	266	15	poverty	poverty	NOUN
epaa-7254	266	16	concentration	concentration	NOUN
epaa-7254	266	17	change	change	NOUN
epaa-7254	266	18	on	on	ADP
epaa-7254	266	19	switch	switch	NOUN
epaa-7254	267	1	−6.4	−6.4	PROPN
epaa-7254	267	2	%	%	NOUN
epaa-7254	267	3	±	±	NUM
epaa-7254	267	4	3.1	3.1	NUM
epaa-7254	267	5	%	%	NOUN
epaa-7254	267	6	−0.2	−0.2	PROPN
epaa-7254	267	7	%	%	NOUN
epaa-7254	267	8	±	±	NUM
epaa-7254	267	9	0.3	0.3	NUM
epaa-7254	267	10	%	%	NOUN
epaa-7254	267	11	0.1	0.1	NUM
epaa-7254	267	12	%	%	NOUN
epaa-7254	267	13	±	±	NUM
epaa-7254	267	14	0.5	0.5	NUM
epaa-7254	267	15	%	%	NOUN
epaa-7254	267	16	education	education	NOUN
epaa-7254	267	17	policy	policy	NOUN
epaa-7254	267	18	analysis	analysis	NOUN
epaa-7254	267	19	archives	archive	NOUN
epaa-7254	267	20	vol	vol	NOUN
epaa-7254	267	21	.	.	PROPN
epaa-7254	267	22	30	30	NUM
epaa-7254	267	23	no	no	NOUN
epaa-7254	267	24	.	.	PUNCT
epaa-7254	268	1	147	147	NUM
epaa-7254	268	2	16	16	NUM
epaa-7254	268	3	it	it	PRON
epaa-7254	268	4	is	be	AUX
epaa-7254	268	5	also	also	ADV
epaa-7254	268	6	interesting	interesting	ADJ
epaa-7254	268	7	to	to	PART
epaa-7254	268	8	investigate	investigate	VERB
epaa-7254	268	9	if	if	SCONJ
epaa-7254	268	10	noyce	noyce	PROPN
epaa-7254	268	11	scholars	scholar	NOUN
epaa-7254	268	12	are	be	AUX
epaa-7254	268	13	likely	likely	ADJ
epaa-7254	268	14	to	to	PART
epaa-7254	268	15	leave	leave	VERB
epaa-7254	268	16	high	high	ADJ
epaa-7254	268	17	-	-	PUNCT
epaa-7254	268	18	need	need	NOUN
epaa-7254	268	19	schools	school	NOUN
epaa-7254	268	20	for	for	ADP
epaa-7254	268	21	lower	low	ADJ
epaa-7254	268	22	-	-	PUNCT
epaa-7254	268	23	need	need	NOUN
epaa-7254	268	24	schools	school	NOUN
epaa-7254	268	25	once	once	SCONJ
epaa-7254	268	26	their	their	PRON
epaa-7254	268	27	teaching	teaching	NOUN
epaa-7254	268	28	obligation	obligation	NOUN
epaa-7254	268	29	is	be	AUX
epaa-7254	268	30	complete	complete	ADJ
epaa-7254	268	31	.	.	PUNCT
epaa-7254	269	1	table	table	NOUN
epaa-7254	269	2	2	2	NUM
epaa-7254	269	3	provides	provide	VERB
epaa-7254	269	4	information	information	NOUN
epaa-7254	269	5	on	on	ADP
epaa-7254	269	6	teachers	teacher	NOUN
epaa-7254	269	7	who	who	PRON
epaa-7254	269	8	changed	change	VERB
epaa-7254	269	9	schools	school	NOUN
epaa-7254	269	10	.	.	PUNCT
epaa-7254	270	1	the	the	DET
epaa-7254	270	2	last	last	ADJ
epaa-7254	270	3	two	two	NUM
epaa-7254	270	4	rows	row	NOUN
epaa-7254	270	5	concern	concern	NOUN
epaa-7254	270	6	teachers	teacher	NOUN
epaa-7254	270	7	who	who	PRON
epaa-7254	270	8	taught	teach	VERB
epaa-7254	270	9	in	in	ADP
epaa-7254	270	10	more	more	ADJ
epaa-7254	270	11	than	than	ADP
epaa-7254	270	12	one	one	NUM
epaa-7254	270	13	school	school	NOUN
epaa-7254	270	14	between	between	ADP
epaa-7254	270	15	2003	2003	NUM
epaa-7254	270	16	and	and	CCONJ
epaa-7254	270	17	2020	2020	NUM
epaa-7254	270	18	.	.	PUNCT
epaa-7254	271	1	the	the	DET
epaa-7254	271	2	noyce	noyce	PROPN
epaa-7254	271	3	scholars	scholars	PROPN
epaa-7254	271	4	who	who	PRON
epaa-7254	271	5	switched	switch	VERB
epaa-7254	271	6	stayed	stay	VERB
epaa-7254	271	7	in	in	ADP
epaa-7254	271	8	the	the	DET
epaa-7254	271	9	first	first	ADJ
epaa-7254	271	10	school	school	NOUN
epaa-7254	271	11	a	a	DET
epaa-7254	271	12	shorter	short	ADJ
epaa-7254	271	13	time	time	NOUN
epaa-7254	271	14	(	(	PUNCT
epaa-7254	271	15	2.94	2.94	NUM
epaa-7254	271	16	years	year	NOUN
epaa-7254	271	17	)	)	PUNCT
epaa-7254	271	18	than	than	ADP
epaa-7254	271	19	the	the	DET
epaa-7254	271	20	other	other	ADJ
epaa-7254	271	21	teachers	teacher	NOUN
epaa-7254	271	22	from	from	ADP
epaa-7254	271	23	their	their	PRON
epaa-7254	271	24	same	same	ADJ
epaa-7254	271	25	universities	university	NOUN
epaa-7254	271	26	(	(	PUNCT
epaa-7254	271	27	3.40	3.40	NUM
epaa-7254	271	28	years	year	NOUN
epaa-7254	271	29	)	)	PUNCT
epaa-7254	271	30	.	.	PUNCT
epaa-7254	272	1	the	the	DET
epaa-7254	272	2	schools	school	NOUN
epaa-7254	272	3	to	to	PART
epaa-7254	272	4	which	which	PRON
epaa-7254	272	5	they	they	PRON
epaa-7254	272	6	switched	switch	VERB
epaa-7254	272	7	had	have	VERB
epaa-7254	272	8	lower	low	ADJ
epaa-7254	272	9	poverty	poverty	NOUN
epaa-7254	272	10	concentration	concentration	NOUN
epaa-7254	272	11	(	(	PUNCT
epaa-7254	272	12	an	an	DET
epaa-7254	272	13	average	average	ADJ
epaa-7254	272	14	drop	drop	NOUN
epaa-7254	272	15	of	of	ADP
epaa-7254	272	16	6.4	6.4	NUM
epaa-7254	272	17	%	%	NOUN
epaa-7254	272	18	)	)	PUNCT
epaa-7254	272	19	,	,	PUNCT
epaa-7254	272	20	while	while	SCONJ
epaa-7254	272	21	the	the	DET
epaa-7254	272	22	schools	school	NOUN
epaa-7254	272	23	to	to	PART
epaa-7254	272	24	which	which	PRON
epaa-7254	272	25	teachers	teacher	NOUN
epaa-7254	272	26	from	from	ADP
epaa-7254	272	27	the	the	DET
epaa-7254	272	28	other	other	ADJ
epaa-7254	272	29	groups	group	NOUN
epaa-7254	272	30	switched	switch	VERB
epaa-7254	272	31	did	do	VERB
epaa-7254	272	32	not	not	PART
epaa-7254	272	33	.	.	PUNCT
epaa-7254	273	1	the	the	DET
epaa-7254	273	2	differences	difference	NOUN
epaa-7254	273	3	between	between	ADP
epaa-7254	273	4	the	the	DET
epaa-7254	273	5	noyce	noyce	PROPN
epaa-7254	273	6	scholars	scholars	PROPN
epaa-7254	273	7	and	and	CCONJ
epaa-7254	273	8	the	the	DET
epaa-7254	273	9	other	other	ADJ
epaa-7254	273	10	two	two	NUM
epaa-7254	273	11	groups	group	NOUN
epaa-7254	273	12	are	be	AUX
epaa-7254	273	13	significant	significant	ADJ
epaa-7254	273	14	(	(	PUNCT
epaa-7254	273	15	p<0.05	p<0.05	NOUN
epaa-7254	273	16	)	)	PUNCT
epaa-7254	273	17	.	.	PUNCT
epaa-7254	274	1	noyce	noyce	PROPN
epaa-7254	274	2	scholars	scholars	PROPN
epaa-7254	274	3	teaching	teach	VERB
epaa-7254	274	4	tested	test	VERB
epaa-7254	274	5	subjects	subject	NOUN
epaa-7254	274	6	we	we	PRON
epaa-7254	274	7	next	next	ADV
epaa-7254	274	8	turn	turn	VERB
epaa-7254	274	9	to	to	ADP
epaa-7254	274	10	a	a	DET
epaa-7254	274	11	subset	subset	NOUN
epaa-7254	274	12	of	of	ADP
epaa-7254	274	13	the	the	DET
epaa-7254	274	14	noyce	noyce	PROPN
epaa-7254	274	15	scholars	scholar	NOUN
epaa-7254	274	16	whose	whose	DET
epaa-7254	274	17	class	class	NOUN
epaa-7254	274	18	assignments	assignment	NOUN
epaa-7254	274	19	were	be	AUX
epaa-7254	274	20	in	in	ADP
epaa-7254	274	21	tested	test	VERB
epaa-7254	274	22	high	high	ADJ
epaa-7254	274	23	school	school	NOUN
epaa-7254	274	24	subjects	subject	NOUN
epaa-7254	274	25	and	and	CCONJ
epaa-7254	274	26	address	address	VERB
epaa-7254	274	27	research	research	NOUN
epaa-7254	274	28	questions	question	NOUN
epaa-7254	274	29	r4−r6	r4−r6	PRON
epaa-7254	274	30	.	.	PUNCT
epaa-7254	275	1	we	we	PRON
epaa-7254	275	2	were	be	AUX
epaa-7254	275	3	limited	limit	VERB
epaa-7254	275	4	to	to	ADP
epaa-7254	275	5	those	those	DET
epaa-7254	275	6	recipients	recipient	NOUN
epaa-7254	275	7	who	who	PRON
epaa-7254	275	8	taught	teach	VERB
epaa-7254	275	9	the	the	DET
epaa-7254	275	10	test	test	NOUN
epaa-7254	275	11	subjects	subject	NOUN
epaa-7254	275	12	of	of	ADP
epaa-7254	275	13	algebra	algebra	NOUN
epaa-7254	275	14	i	i	PRON
epaa-7254	275	15	and	and	CCONJ
epaa-7254	275	16	biology	biology	NOUN
epaa-7254	275	17	during	during	ADP
epaa-7254	275	18	the	the	DET
epaa-7254	275	19	academic	academic	ADJ
epaa-7254	275	20	years	year	NOUN
epaa-7254	275	21	2011/12−2017/18	2011/12−2017/18	NUM
epaa-7254	275	22	for	for	ADP
epaa-7254	275	23	which	which	PRON
epaa-7254	275	24	we	we	PRON
epaa-7254	275	25	could	could	AUX
epaa-7254	275	26	match	match	VERB
epaa-7254	275	27	them	they	PRON
epaa-7254	275	28	with	with	ADP
epaa-7254	275	29	students	student	NOUN
epaa-7254	275	30	.	.	PUNCT
epaa-7254	276	1	during	during	ADP
epaa-7254	276	2	this	this	DET
epaa-7254	276	3	period	period	NOUN
epaa-7254	276	4	,	,	PUNCT
epaa-7254	276	5	24	24	NUM
epaa-7254	276	6	noyce	noyce	NOUN
epaa-7254	276	7	teachers	teacher	NOUN
epaa-7254	276	8	taught	teach	VERB
epaa-7254	276	9	algebra	algebra	PROPN
epaa-7254	276	10	i	i	PRON
epaa-7254	276	11	in	in	ADP
epaa-7254	276	12	26	26	NUM
epaa-7254	276	13	campuses	campus	NOUN
epaa-7254	276	14	.	.	PUNCT
epaa-7254	277	1	we	we	PRON
epaa-7254	277	2	compared	compare	VERB
epaa-7254	277	3	these	these	DET
epaa-7254	277	4	teachers	teacher	NOUN
epaa-7254	277	5	with	with	ADP
epaa-7254	277	6	549	549	NUM
epaa-7254	277	7	other	other	ADJ
epaa-7254	277	8	algebra	algebra	NOUN
epaa-7254	277	9	i	i	PRON
epaa-7254	277	10	teachers	teacher	NOUN
epaa-7254	277	11	in	in	ADP
epaa-7254	277	12	the	the	DET
epaa-7254	277	13	same	same	ADJ
epaa-7254	277	14	schools	school	NOUN
epaa-7254	277	15	and	and	CCONJ
epaa-7254	277	16	with	with	ADP
epaa-7254	277	17	594	594	NUM
epaa-7254	277	18	other	other	ADJ
epaa-7254	277	19	teachers	teacher	NOUN
epaa-7254	277	20	who	who	PRON
epaa-7254	277	21	came	come	VERB
epaa-7254	277	22	from	from	ADP
epaa-7254	277	23	the	the	DET
epaa-7254	277	24	same	same	ADJ
epaa-7254	277	25	postsecondary	postsecondary	ADJ
epaa-7254	277	26	institutions	institution	NOUN
epaa-7254	277	27	teaching	teach	VERB
epaa-7254	277	28	at	at	ADP
epaa-7254	277	29	416	416	NUM
epaa-7254	277	30	other	other	ADJ
epaa-7254	277	31	campuses	campus	NOUN
epaa-7254	277	32	.	.	PUNCT
epaa-7254	278	1	the	the	DET
epaa-7254	278	2	comparison	comparison	NOUN
epaa-7254	278	3	teachers	teacher	NOUN
epaa-7254	278	4	teaching	teach	VERB
epaa-7254	278	5	algebra	algebra	NOUN
epaa-7254	278	6	i	i	PRON
epaa-7254	278	7	in	in	ADP
epaa-7254	278	8	the	the	DET
epaa-7254	278	9	same	same	ADJ
epaa-7254	278	10	schools	school	NOUN
epaa-7254	278	11	were	be	AUX
epaa-7254	278	12	restricted	restrict	VERB
epaa-7254	278	13	to	to	ADP
epaa-7254	278	14	teachers	teacher	NOUN
epaa-7254	278	15	who	who	PRON
epaa-7254	278	16	obtained	obtain	VERB
epaa-7254	278	17	their	their	PRON
epaa-7254	278	18	first	first	ADJ
epaa-7254	278	19	certification	certification	NOUN
epaa-7254	278	20	in	in	ADP
epaa-7254	278	21	texas	texas	PROPN
epaa-7254	278	22	and	and	CCONJ
epaa-7254	278	23	were	be	AUX
epaa-7254	278	24	certified	certify	VERB
epaa-7254	278	25	within	within	ADP
epaa-7254	278	26	the	the	DET
epaa-7254	278	27	last	last	ADJ
epaa-7254	278	28	20	20	NUM
epaa-7254	278	29	years	year	NOUN
epaa-7254	278	30	.	.	PUNCT
epaa-7254	279	1	for	for	ADP
epaa-7254	279	2	biology	biology	NOUN
epaa-7254	279	3	,	,	PUNCT
epaa-7254	279	4	17	17	NUM
epaa-7254	279	5	noyce	noyce	NOUN
epaa-7254	279	6	teachers	teacher	NOUN
epaa-7254	279	7	taught	teach	VERB
epaa-7254	279	8	biology	biology	NOUN
epaa-7254	279	9	in	in	ADP
epaa-7254	279	10	periods	period	NOUN
epaa-7254	279	11	where	where	SCONJ
epaa-7254	279	12	we	we	PRON
epaa-7254	279	13	could	could	AUX
epaa-7254	279	14	link	link	VERB
epaa-7254	279	15	them	they	PRON
epaa-7254	279	16	to	to	ADP
epaa-7254	279	17	classrooms	classroom	NOUN
epaa-7254	279	18	and	and	CCONJ
epaa-7254	279	19	students	student	NOUN
epaa-7254	279	20	in	in	ADP
epaa-7254	279	21	25	25	NUM
epaa-7254	279	22	campuses	campus	NOUN
epaa-7254	279	23	.	.	PUNCT
epaa-7254	280	1	we	we	PRON
epaa-7254	280	2	compared	compare	VERB
epaa-7254	280	3	these	these	DET
epaa-7254	280	4	biology	biology	NOUN
epaa-7254	280	5	noyce	noyce	NOUN
epaa-7254	280	6	scholars	scholar	NOUN
epaa-7254	280	7	with	with	ADP
epaa-7254	280	8	494	494	NUM
epaa-7254	280	9	other	other	ADJ
epaa-7254	280	10	biology	biology	NOUN
epaa-7254	280	11	teachers	teacher	NOUN
epaa-7254	280	12	in	in	ADP
epaa-7254	280	13	the	the	DET
epaa-7254	280	14	same	same	ADJ
epaa-7254	280	15	schools	school	NOUN
epaa-7254	280	16	and	and	CCONJ
epaa-7254	280	17	with	with	ADP
epaa-7254	280	18	225	225	NUM
epaa-7254	280	19	other	other	ADJ
epaa-7254	280	20	teachers	teacher	NOUN
epaa-7254	280	21	from	from	ADP
epaa-7254	280	22	the	the	DET
epaa-7254	280	23	same	same	ADJ
epaa-7254	280	24	postsecondary	postsecondary	ADJ
epaa-7254	280	25	institutions	institution	NOUN
epaa-7254	280	26	teaching	teach	VERB
epaa-7254	280	27	at	at	ADP
epaa-7254	280	28	174	174	NUM
epaa-7254	280	29	other	other	ADJ
epaa-7254	280	30	campuses	campus	NOUN
epaa-7254	280	31	.	.	PUNCT
epaa-7254	281	1	the	the	DET
epaa-7254	281	2	comparison	comparison	NOUN
epaa-7254	281	3	teachers	teacher	NOUN
epaa-7254	281	4	of	of	ADP
epaa-7254	281	5	biology	biology	NOUN
epaa-7254	281	6	in	in	ADP
epaa-7254	281	7	the	the	DET
epaa-7254	281	8	same	same	ADJ
epaa-7254	281	9	schools	school	NOUN
epaa-7254	281	10	are	be	AUX
epaa-7254	281	11	also	also	ADV
epaa-7254	281	12	restricted	restrict	VERB
epaa-7254	281	13	to	to	ADP
epaa-7254	281	14	teachers	teacher	NOUN
epaa-7254	281	15	who	who	PRON
epaa-7254	281	16	obtained	obtain	VERB
epaa-7254	281	17	their	their	PRON
epaa-7254	281	18	first	first	ADJ
epaa-7254	281	19	certification	certification	NOUN
epaa-7254	281	20	in	in	ADP
epaa-7254	281	21	texas	texas	PROPN
epaa-7254	281	22	and	and	CCONJ
epaa-7254	281	23	were	be	AUX
epaa-7254	281	24	certified	certify	VERB
epaa-7254	281	25	within	within	ADP
epaa-7254	281	26	the	the	DET
epaa-7254	281	27	last	last	ADJ
epaa-7254	281	28	20	20	NUM
epaa-7254	281	29	years	year	NOUN
epaa-7254	281	30	.	.	PUNCT
epaa-7254	282	1	for	for	ADP
epaa-7254	282	2	this	this	DET
epaa-7254	282	3	subset	subset	NOUN
epaa-7254	282	4	of	of	ADP
epaa-7254	282	5	noyce	noyce	PROPN
epaa-7254	282	6	scholars	scholars	PROPN
epaa-7254	282	7	,	,	PUNCT
epaa-7254	282	8	we	we	PRON
epaa-7254	282	9	investigated	investigate	VERB
epaa-7254	282	10	more	more	ADV
epaa-7254	282	11	deeply	deeply	ADV
epaa-7254	282	12	the	the	DET
epaa-7254	282	13	students	student	NOUN
epaa-7254	282	14	they	they	PRON
epaa-7254	282	15	were	be	AUX
epaa-7254	282	16	serving	serve	VERB
epaa-7254	282	17	.	.	PUNCT
epaa-7254	283	1	the	the	DET
epaa-7254	283	2	noyce	noyce	PROPN
epaa-7254	283	3	requirement	requirement	NOUN
epaa-7254	283	4	of	of	ADP
epaa-7254	283	5	teaching	teaching	NOUN
epaa-7254	283	6	in	in	ADP
epaa-7254	283	7	a	a	DET
epaa-7254	283	8	high	high	ADJ
epaa-7254	283	9	-	-	PUNCT
epaa-7254	283	10	need	need	NOUN
epaa-7254	283	11	local	local	ADJ
epaa-7254	283	12	education	education	NOUN
epaa-7254	283	13	agency	agency	NOUN
epaa-7254	283	14	does	do	AUX
epaa-7254	283	15	not	not	PART
epaa-7254	283	16	necessarily	necessarily	ADV
epaa-7254	283	17	turn	turn	VERB
epaa-7254	283	18	out	out	ADP
epaa-7254	283	19	as	as	SCONJ
epaa-7254	283	20	one	one	PRON
epaa-7254	283	21	might	might	AUX
epaa-7254	283	22	think	think	VERB
epaa-7254	283	23	.	.	PUNCT
epaa-7254	284	1	a	a	DET
epaa-7254	284	2	district	district	NOUN
epaa-7254	284	3	can	can	AUX
epaa-7254	284	4	have	have	VERB
epaa-7254	284	5	a	a	DET
epaa-7254	284	6	large	large	ADJ
epaa-7254	284	7	fraction	fraction	NOUN
epaa-7254	284	8	of	of	ADP
epaa-7254	284	9	low	low	ADJ
epaa-7254	284	10	-	-	PUNCT
epaa-7254	284	11	income	income	NOUN
epaa-7254	284	12	students	student	NOUN
epaa-7254	284	13	overall	overall	ADJ
epaa-7254	284	14	and	and	CCONJ
epaa-7254	284	15	therefore	therefore	ADV
epaa-7254	284	16	be	be	AUX
epaa-7254	284	17	categorized	categorize	VERB
epaa-7254	284	18	as	as	ADP
epaa-7254	284	19	a	a	DET
epaa-7254	284	20	high	high	ADJ
epaa-7254	284	21	-	-	PUNCT
epaa-7254	284	22	need	need	NOUN
epaa-7254	284	23	lea	lea	NOUN
epaa-7254	284	24	,	,	PUNCT
epaa-7254	284	25	but	but	CCONJ
epaa-7254	284	26	the	the	DET
epaa-7254	284	27	noyce	noyce	PROPN
epaa-7254	284	28	recipient	recipient	NOUN
epaa-7254	284	29	could	could	AUX
epaa-7254	284	30	end	end	VERB
epaa-7254	284	31	up	up	ADP
epaa-7254	284	32	teaching	teaching	NOUN
epaa-7254	284	33	in	in	ADP
epaa-7254	284	34	a	a	DET
epaa-7254	284	35	school	school	NOUN
epaa-7254	284	36	in	in	ADP
epaa-7254	284	37	the	the	DET
epaa-7254	284	38	district	district	NOUN
epaa-7254	284	39	serving	serve	VERB
epaa-7254	284	40	mostly	mostly	ADV
epaa-7254	284	41	non	non	ADJ
epaa-7254	284	42	-	-	ADJ
epaa-7254	284	43	low	low	ADJ
epaa-7254	284	44	-	-	PUNCT
epaa-7254	284	45	income	income	NOUN
epaa-7254	284	46	students	student	NOUN
epaa-7254	284	47	.	.	PUNCT
epaa-7254	285	1	or	or	CCONJ
epaa-7254	285	2	,	,	PUNCT
epaa-7254	285	3	in	in	ADP
epaa-7254	285	4	a	a	DET
epaa-7254	285	5	school	school	NOUN
epaa-7254	285	6	with	with	ADP
epaa-7254	285	7	a	a	DET
epaa-7254	285	8	majority	majority	NOUN
epaa-7254	285	9	low	low	ADJ
epaa-7254	285	10	-	-	PUNCT
epaa-7254	285	11	income	income	NOUN
epaa-7254	285	12	population	population	NOUN
epaa-7254	285	13	,	,	PUNCT
epaa-7254	285	14	a	a	DET
epaa-7254	285	15	graduate	graduate	NOUN
epaa-7254	285	16	could	could	AUX
epaa-7254	285	17	end	end	VERB
epaa-7254	285	18	up	up	ADP
epaa-7254	285	19	teaching	teaching	NOUN
epaa-7254	285	20	classes	class	NOUN
epaa-7254	285	21	where	where	SCONJ
epaa-7254	285	22	the	the	DET
epaa-7254	285	23	students	student	NOUN
epaa-7254	285	24	are	be	AUX
epaa-7254	285	25	non	non	ADJ
epaa-7254	285	26	-	-	ADJ
epaa-7254	285	27	low	low	ADJ
epaa-7254	285	28	-	-	PUNCT
epaa-7254	285	29	income	income	NOUN
epaa-7254	285	30	.	.	PUNCT
epaa-7254	286	1	for	for	ADP
epaa-7254	286	2	this	this	DET
epaa-7254	286	3	reason	reason	NOUN
epaa-7254	286	4	,	,	PUNCT
epaa-7254	286	5	we	we	PRON
epaa-7254	286	6	examined	examine	VERB
epaa-7254	286	7	the	the	DET
epaa-7254	286	8	actual	actual	ADJ
epaa-7254	286	9	demographic	demographic	ADJ
epaa-7254	286	10	characteristics	characteristic	NOUN
epaa-7254	286	11	of	of	ADP
epaa-7254	286	12	students	student	NOUN
epaa-7254	286	13	in	in	ADP
epaa-7254	286	14	noyce	noyce	PROPN
epaa-7254	286	15	scholars	scholars	PROPN
epaa-7254	286	16	’	’	PART
epaa-7254	286	17	classes	class	NOUN
epaa-7254	286	18	.	.	PUNCT
epaa-7254	287	1	research	research	NOUN
epaa-7254	287	2	question	question	NOUN
epaa-7254	287	3	r4	r4	NOUN
epaa-7254	287	4	in	in	ADP
epaa-7254	287	5	table	table	NOUN
epaa-7254	287	6	3	3	NUM
epaa-7254	287	7	we	we	PRON
epaa-7254	287	8	provide	provide	VERB
epaa-7254	287	9	information	information	NOUN
epaa-7254	287	10	on	on	ADP
epaa-7254	287	11	the	the	DET
epaa-7254	287	12	demographics	demographic	NOUN
epaa-7254	287	13	of	of	ADP
epaa-7254	287	14	students	student	NOUN
epaa-7254	287	15	taught	teach	VERB
epaa-7254	287	16	by	by	ADP
epaa-7254	287	17	the	the	DET
epaa-7254	287	18	subset	subset	NOUN
epaa-7254	287	19	of	of	ADP
epaa-7254	287	20	noyce	noyce	PROPN
epaa-7254	287	21	scholars	scholars	PROPN
epaa-7254	287	22	in	in	ADP
epaa-7254	287	23	the	the	DET
epaa-7254	287	24	tested	test	VERB
epaa-7254	287	25	high	high	ADJ
epaa-7254	287	26	school	school	NOUN
epaa-7254	287	27	subjects	subject	NOUN
epaa-7254	287	28	algebra	algebra	VERB
epaa-7254	287	29	i	i	PRON
epaa-7254	287	30	and	and	CCONJ
epaa-7254	287	31	biology	biology	NOUN
epaa-7254	287	32	for	for	ADP
epaa-7254	287	33	the	the	DET
epaa-7254	287	34	academic	academic	ADJ
epaa-7254	287	35	years	year	NOUN
epaa-7254	287	36	2011/12	2011/12	PROPN
epaa-7254	287	37	through	through	ADP
epaa-7254	287	38	2017/18	2017/18	NUM
epaa-7254	287	39	.	.	PUNCT
epaa-7254	288	1	this	this	PRON
epaa-7254	288	2	is	be	AUX
epaa-7254	288	3	the	the	DET
epaa-7254	288	4	group	group	NOUN
epaa-7254	288	5	we	we	PRON
epaa-7254	288	6	will	will	AUX
epaa-7254	288	7	examine	examine	VERB
epaa-7254	288	8	next	next	ADV
epaa-7254	288	9	with	with	ADP
epaa-7254	288	10	value	value	NOUN
epaa-7254	288	11	-	-	PUNCT
epaa-7254	288	12	added	add	VERB
epaa-7254	288	13	models	model	NOUN
epaa-7254	288	14	,	,	PUNCT
epaa-7254	288	15	and	and	CCONJ
epaa-7254	288	16	it	it	PRON
epaa-7254	288	17	is	be	AUX
epaa-7254	288	18	helpful	helpful	ADJ
epaa-7254	288	19	to	to	PART
epaa-7254	288	20	have	have	VERB
epaa-7254	288	21	the	the	DET
epaa-7254	288	22	demographic	demographic	ADJ
epaa-7254	288	23	background	background	NOUN
epaa-7254	288	24	for	for	ADP
epaa-7254	288	25	comparison	comparison	NOUN
epaa-7254	288	26	.	.	PUNCT
epaa-7254	289	1	there	there	PRON
epaa-7254	289	2	are	be	VERB
epaa-7254	289	3	nine	nine	NUM
epaa-7254	289	4	columns	column	NOUN
epaa-7254	289	5	in	in	ADP
epaa-7254	289	6	the	the	DET
epaa-7254	289	7	table	table	NOUN
epaa-7254	289	8	.	.	PUNCT
epaa-7254	290	1	for	for	ADP
epaa-7254	290	2	each	each	DET
epaa-7254	290	3	student	student	NOUN
epaa-7254	290	4	population	population	NOUN
epaa-7254	290	5	,	,	PUNCT
epaa-7254	290	6	the	the	DET
epaa-7254	290	7	third	third	ADJ
epaa-7254	290	8	column	column	NOUN
epaa-7254	290	9	provides	provide	VERB
epaa-7254	290	10	the	the	DET
epaa-7254	290	11	percentage	percentage	NOUN
epaa-7254	290	12	of	of	ADP
epaa-7254	290	13	students	student	NOUN
epaa-7254	290	14	in	in	ADP
epaa-7254	290	15	the	the	DET
epaa-7254	290	16	noyce	noyce	PROPN
epaa-7254	290	17	scholars	scholars	PROPN
epaa-7254	290	18	’	’	PART
epaa-7254	290	19	classes	class	NOUN
epaa-7254	290	20	that	that	PRON
epaa-7254	290	21	belonged	belong	VERB
epaa-7254	290	22	to	to	ADP
epaa-7254	290	23	that	that	DET
epaa-7254	290	24	group	group	NOUN
epaa-7254	290	25	.	.	PUNCT
epaa-7254	291	1	the	the	DET
epaa-7254	291	2	fourth	fourth	ADJ
epaa-7254	291	3	column	column	NOUN
epaa-7254	291	4	displays	display	VERB
epaa-7254	291	5	the	the	DET
epaa-7254	291	6	difference	difference	NOUN
epaa-7254	291	7	in	in	ADP
epaa-7254	291	8	percentage	percentage	NOUN
epaa-7254	291	9	compared	compare	VERB
epaa-7254	291	10	with	with	ADP
epaa-7254	291	11	the	the	DET
epaa-7254	291	12	classes	class	NOUN
epaa-7254	291	13	of	of	ADP
epaa-7254	291	14	non	non	ADJ
epaa-7254	291	15	-	-	ADJ
epaa-7254	291	16	noyce	noyce	ADJ
epaa-7254	291	17	teachers	teacher	NOUN
epaa-7254	291	18	from	from	ADP
epaa-7254	291	19	the	the	DET
epaa-7254	291	20	same	same	ADJ
epaa-7254	291	21	universities	university	NOUN
epaa-7254	291	22	.	.	PUNCT
epaa-7254	292	1	for	for	ADP
epaa-7254	292	2	example	example	NOUN
epaa-7254	292	3	,	,	PUNCT
epaa-7254	292	4	the	the	DET
epaa-7254	292	5	algebra	algebra	NOUN
epaa-7254	292	6	i	i	PRON
epaa-7254	292	7	classes	class	NOUN
epaa-7254	292	8	of	of	ADP
epaa-7254	292	9	noyce	noyce	PROPN
epaa-7254	292	10	scholars	scholars	PROPN
epaa-7254	292	11	had	have	VERB
epaa-7254	292	12	54.5	54.5	NUM
epaa-7254	292	13	%	%	NOUN
epaa-7254	292	14	economically	economically	ADV
epaa-7254	292	15	disadvantaged	disadvantaged	ADJ
epaa-7254	292	16	students	student	NOUN
epaa-7254	292	17	(	(	PUNCT
epaa-7254	292	18	column	column	NOUN
epaa-7254	292	19	3	3	NUM
epaa-7254	292	20	)	)	PUNCT
epaa-7254	292	21	.	.	PUNCT
epaa-7254	293	1	this	this	PRON
epaa-7254	293	2	is	be	AUX
epaa-7254	293	3	13.3	13.3	NUM
epaa-7254	293	4	%	%	NOUN
epaa-7254	293	5	more	more	ADJ
epaa-7254	293	6	than	than	ADP
epaa-7254	293	7	the	the	DET
epaa-7254	293	8	41.2	41.2	NUM
epaa-7254	293	9	%	%	NOUN
epaa-7254	293	10	of	of	ADP
epaa-7254	293	11	economically	economically	ADV
epaa-7254	293	12	disadvantaged	disadvantaged	ADJ
epaa-7254	293	13	students	student	NOUN
epaa-7254	293	14	in	in	ADP
epaa-7254	293	15	the	the	DET
epaa-7254	293	16	classes	class	NOUN
epaa-7254	293	17	of	of	ADP
epaa-7254	293	18	the	the	DET
epaa-7254	293	19	non	non	ADJ
epaa-7254	293	20	-	-	ADJ
epaa-7254	293	21	noyce	noyce	ADJ
epaa-7254	293	22	teachers	teacher	NOUN
epaa-7254	293	23	(	(	PUNCT
epaa-7254	293	24	column	column	NOUN
epaa-7254	293	25	4	4	NUM
epaa-7254	293	26	)	)	PUNCT
epaa-7254	293	27	.	.	PUNCT
epaa-7254	294	1	overall	overall	ADV
epaa-7254	294	2	,	,	PUNCT
epaa-7254	294	3	we	we	PRON
epaa-7254	294	4	see	see	VERB
epaa-7254	294	5	in	in	ADP
epaa-7254	294	6	table	table	NOUN
epaa-7254	294	7	3	3	NUM
epaa-7254	294	8	that	that	PRON
epaa-7254	294	9	in	in	ADP
epaa-7254	294	10	algebra	algebra	PROPN
epaa-7254	294	11	i	i	PRON
epaa-7254	294	12	,	,	PUNCT
epaa-7254	294	13	noyce	noyce	PROPN
epaa-7254	294	14	scholars	scholar	NOUN
epaa-7254	294	15	compared	compare	VERB
epaa-7254	294	16	with	with	ADP
epaa-7254	294	17	other	other	ADJ
epaa-7254	294	18	teachers	teacher	NOUN
epaa-7254	294	19	graduating	graduate	VERB
epaa-7254	294	20	from	from	ADP
epaa-7254	294	21	the	the	DET
epaa-7254	294	22	same	same	ADJ
epaa-7254	294	23	universities	university	NOUN
epaa-7254	294	24	taught	teach	VERB
epaa-7254	294	25	a	a	DET
epaa-7254	294	26	higher	high	ADJ
epaa-7254	294	27	percentage	percentage	NOUN
epaa-7254	294	28	of	of	ADP
epaa-7254	294	29	economically	economically	ADV
epaa-7254	294	30	disadvantaged	disadvantaged	ADJ
epaa-7254	294	31	,	,	PUNCT
epaa-7254	294	32	gifted	gifted	ADJ
epaa-7254	294	33	,	,	PUNCT
epaa-7254	294	34	and	and	CCONJ
epaa-7254	294	35	hispanic	hispanic	ADJ
epaa-7254	294	36	students	student	NOUN
epaa-7254	294	37	,	,	PUNCT
epaa-7254	294	38	but	but	CCONJ
epaa-7254	294	39	a	a	DET
epaa-7254	294	40	lower	low	ADJ
epaa-7254	294	41	percentage	percentage	NOUN
epaa-7254	294	42	of	of	ADP
epaa-7254	294	43	special	special	ADJ
epaa-7254	294	44	education	education	NOUN
epaa-7254	294	45	,	,	PUNCT
epaa-7254	294	46	black	black	ADJ
epaa-7254	294	47	,	,	PUNCT
epaa-7254	294	48	and	and	CCONJ
epaa-7254	294	49	white	white	PROPN
epaa-7254	294	50	noyce	noyce	PROPN
epaa-7254	294	51	outcomes	outcome	NOUN
epaa-7254	294	52	in	in	ADP
epaa-7254	294	53	texas	texas	PROPN
epaa-7254	294	54	17	17	NUM
epaa-7254	294	55	students	student	NOUN
epaa-7254	294	56	.	.	PUNCT
epaa-7254	295	1	in	in	ADP
epaa-7254	295	2	biology	biology	NOUN
epaa-7254	295	3	the	the	DET
epaa-7254	295	4	situation	situation	NOUN
epaa-7254	295	5	is	be	AUX
epaa-7254	295	6	the	the	DET
epaa-7254	295	7	same	same	ADJ
epaa-7254	295	8	,	,	PUNCT
epaa-7254	295	9	except	except	SCONJ
epaa-7254	295	10	there	there	PRON
epaa-7254	295	11	is	be	VERB
epaa-7254	295	12	also	also	ADV
epaa-7254	295	13	a	a	DET
epaa-7254	295	14	larger	large	ADJ
epaa-7254	295	15	percentage	percentage	NOUN
epaa-7254	295	16	of	of	ADP
epaa-7254	295	17	black	black	ADJ
epaa-7254	295	18	students	student	NOUN
epaa-7254	295	19	in	in	ADP
epaa-7254	295	20	the	the	DET
epaa-7254	295	21	noyce	noyce	PROPN
epaa-7254	295	22	scholars	scholars	PROPN
epaa-7254	295	23	’	'	PUNCT
epaa-7254	295	24	classrooms	classroom	NOUN
epaa-7254	295	25	.	.	PUNCT
epaa-7254	296	1	table	table	NOUN
epaa-7254	296	2	3	3	NUM
epaa-7254	296	3	student	student	NOUN
epaa-7254	296	4	demographics	demographic	NOUN
epaa-7254	296	5	of	of	ADP
epaa-7254	296	6	noyce	noyce	PROPN
epaa-7254	296	7	scholar	scholar	NOUN
epaa-7254	296	8	classrooms	classroom	NOUN
epaa-7254	296	9	compared	compare	VERB
epaa-7254	296	10	with	with	ADP
epaa-7254	296	11	classrooms	classroom	NOUN
epaa-7254	296	12	of	of	ADP
epaa-7254	296	13	other	other	ADJ
epaa-7254	296	14	teachers	teacher	NOUN
epaa-7254	296	15	from	from	ADP
epaa-7254	296	16	the	the	DET
epaa-7254	296	17	same	same	ADJ
epaa-7254	296	18	university	university	NOUN
epaa-7254	296	19	(	(	PUNCT
epaa-7254	296	20	r4	r4	PROPN
epaa-7254	296	21	)	)	PUNCT
epaa-7254	296	22	.	.	PUNCT
epaa-7254	297	1	numbers	number	NOUN
epaa-7254	297	2	in	in	ADP
epaa-7254	297	3	parentheses	parenthesis	NOUN
epaa-7254	297	4	are	be	AUX
epaa-7254	297	5	one	one	NUM
epaa-7254	297	6	standard	standard	ADJ
epaa-7254	297	7	uncertainty	uncertainty	NOUN
epaa-7254	297	8	.	.	PUNCT
epaa-7254	298	1	final	final	ADJ
epaa-7254	298	2	column	column	NOUN
epaa-7254	298	3	from	from	ADP
epaa-7254	298	4	eq	eq	PROPN
epaa-7254	298	5	.	.	PUNCT
epaa-7254	299	1	(	(	PUNCT
epaa-7254	299	2	1	1	X
epaa-7254	299	3	)	)	PUNCT
epaa-7254	299	4	student	student	NOUN
epaa-7254	299	5	category	category	NOUN
epaa-7254	299	6	discipline	discipline	NOUN
epaa-7254	299	7	noyce	noyce	PROPN
epaa-7254	299	8	classrooms	classroom	VERB
epaa-7254	299	9	difference	difference	NOUN
epaa-7254	299	10	between	between	ADP
epaa-7254	299	11	noyce	noyce	PROPN
epaa-7254	299	12	classrooms	classroom	NOUN
epaa-7254	299	13	and	and	CCONJ
epaa-7254	299	14	those	those	PRON
epaa-7254	299	15	of	of	ADP
epaa-7254	299	16	other	other	ADJ
epaa-7254	299	17	teachers	teacher	NOUN
epaa-7254	299	18	from	from	ADP
epaa-7254	299	19	same	same	ADJ
epaa-7254	299	20	university	university	NOUN
epaa-7254	299	21	difference	difference	NOUN
epaa-7254	299	22	between	between	ADP
epaa-7254	299	23	noyce	noyce	PROPN
epaa-7254	299	24	classrooms	classroom	NOUN
epaa-7254	299	25	and	and	CCONJ
epaa-7254	299	26	those	those	PRON
epaa-7254	299	27	of	of	ADP
epaa-7254	299	28	other	other	ADJ
epaa-7254	299	29	teachers	teacher	NOUN
epaa-7254	299	30	from	from	ADP
epaa-7254	299	31	same	same	ADJ
epaa-7254	299	32	university	university	NOUN
epaa-7254	299	33	,	,	PUNCT
epaa-7254	299	34	controlling	control	VERB
epaa-7254	299	35	for	for	ADP
epaa-7254	300	1	school	school	NOUN
epaa-7254	300	2	demographics	demographic	NOUN
epaa-7254	300	3	eco	eco	PROPN
epaa-7254	300	4	dis	dis	PROPN
epaa-7254	300	5	algebra	algebra	PROPN
epaa-7254	300	6	i	i	PRON
epaa-7254	300	7	54.5	54.5	NUM
epaa-7254	300	8	%	%	NOUN
epaa-7254	300	9	13.3	13.3	NUM
epaa-7254	300	10	%	%	NOUN
epaa-7254	300	11	(	(	PUNCT
epaa-7254	300	12	0.6	0.6	NUM
epaa-7254	300	13	%	%	NOUN
epaa-7254	300	14	)	)	PUNCT
epaa-7254	301	1	*	*	PUNCT
epaa-7254	301	2	*	*	PUNCT
epaa-7254	301	3	*	*	PUNCT
epaa-7254	301	4	−0.2	−0.2	NUM
epaa-7254	301	5	%	%	NOUN
epaa-7254	301	6	(	(	PUNCT
epaa-7254	301	7	0.7	0.7	NUM
epaa-7254	301	8	%	%	NOUN
epaa-7254	301	9	)	)	PUNCT
epaa-7254	301	10	gifted	gifted	ADJ
epaa-7254	301	11	algebra	algebra	NOUN
epaa-7254	301	12	i	i	PRON
epaa-7254	301	13	3.4	3.4	NUM
epaa-7254	301	14	%	%	NOUN
epaa-7254	301	15	3.1	3.1	NUM
epaa-7254	301	16	%	%	NOUN
epaa-7254	301	17	(	(	PUNCT
epaa-7254	301	18	0.2	0.2	NUM
epaa-7254	301	19	%	%	NOUN
epaa-7254	301	20	)	)	PUNCT
epaa-7254	302	1	*	*	PUNCT
epaa-7254	303	1	*	*	PUNCT
epaa-7254	303	2	*	*	PUNCT
epaa-7254	303	3	3.0	3.0	NUM
epaa-7254	303	4	%	%	NOUN
epaa-7254	303	5	(	(	PUNCT
epaa-7254	303	6	0.3	0.3	NUM
epaa-7254	303	7	%	%	NOUN
epaa-7254	303	8	)	)	PUNCT
epaa-7254	304	1	*	*	PUNCT
epaa-7254	304	2	*	*	PUNCT
epaa-7254	304	3	*	*	PUNCT
epaa-7254	304	4	speced	speced	ADJ
epaa-7254	304	5	algebra	algebra	NOUN
epaa-7254	304	6	i	i	PRON
epaa-7254	304	7	5.0	5.0	NUM
epaa-7254	304	8	%	%	NOUN
epaa-7254	304	9	−3.3	−3.3	PROPN
epaa-7254	304	10	%	%	NOUN
epaa-7254	304	11	(	(	PUNCT
epaa-7254	304	12	0.2	0.2	NUM
epaa-7254	304	13	%	%	NOUN
epaa-7254	304	14	)	)	PUNCT
epaa-7254	305	1	*	*	PUNCT
epaa-7254	306	1	*	*	PUNCT
epaa-7254	306	2	*	*	PUNCT
epaa-7254	306	3	−3.5	−3.5	NUM
epaa-7254	306	4	%	%	NOUN
epaa-7254	306	5	(	(	PUNCT
epaa-7254	306	6	0.3	0.3	NUM
epaa-7254	306	7	%	%	NOUN
epaa-7254	306	8	)	)	PUNCT
epaa-7254	307	1	*	*	PUNCT
epaa-7254	307	2	*	*	PUNCT
epaa-7254	307	3	*	*	PUNCT
epaa-7254	307	4	lep	lep	PROPN
epaa-7254	307	5	algebra	algebra	VERB
epaa-7254	307	6	i	i	PRON
epaa-7254	307	7	8.8	8.8	NUM
epaa-7254	307	8	%	%	NOUN
epaa-7254	307	9	−0.2	−0.2	PROPN
epaa-7254	307	10	%	%	NOUN
epaa-7254	307	11	(	(	PUNCT
epaa-7254	307	12	0.3	0.3	NUM
epaa-7254	307	13	%	%	NOUN
epaa-7254	307	14	)	)	PUNCT
epaa-7254	308	1	−5.0	−5.0	NUM
epaa-7254	308	2	%	%	NOUN
epaa-7254	308	3	(	(	PUNCT
epaa-7254	308	4	0.5	0.5	NUM
epaa-7254	308	5	%	%	NOUN
epaa-7254	308	6	)	)	PUNCT
epaa-7254	309	1	*	*	PUNCT
epaa-7254	310	1	*	*	PUNCT
epaa-7254	310	2	*	*	PUNCT
epaa-7254	310	3	asian	asian	ADJ
epaa-7254	310	4	algebra	algebra	NOUN
epaa-7254	310	5	i	i	PRON
epaa-7254	310	6	2.9	2.9	NUM
epaa-7254	310	7	%	%	NOUN
epaa-7254	310	8	−0.3	−0.3	NUM
epaa-7254	310	9	%	%	NOUN
epaa-7254	310	10	(	(	PUNCT
epaa-7254	310	11	0.2	0.2	NUM
epaa-7254	310	12	%	%	NOUN
epaa-7254	310	13	)	)	PUNCT
epaa-7254	310	14	1.0	1.0	NUM
epaa-7254	310	15	%	%	NOUN
epaa-7254	310	16	(	(	PUNCT
epaa-7254	310	17	0.3	0.3	NUM
epaa-7254	310	18	%	%	NOUN
epaa-7254	310	19	)	)	PUNCT
epaa-7254	311	1	*	*	PUNCT
epaa-7254	311	2	*	*	PUNCT
epaa-7254	311	3	*	*	PUNCT
epaa-7254	311	4	black	black	ADJ
epaa-7254	311	5	algebra	algebra	NOUN
epaa-7254	311	6	i	i	PRON
epaa-7254	311	7	17.7	17.7	NUM
epaa-7254	311	8	%	%	NOUN
epaa-7254	311	9	−6.0	−6.0	NOUN
epaa-7254	311	10	%	%	NOUN
epaa-7254	311	11	(	(	PUNCT
epaa-7254	311	12	0.4	0.4	NUM
epaa-7254	311	13	%	%	NOUN
epaa-7254	311	14	)	)	PUNCT
epaa-7254	312	1	*	*	PUNCT
epaa-7254	312	2	*	*	PUNCT
epaa-7254	312	3	*	*	PUNCT
epaa-7254	312	4	−1.0	−1.0	NUM
epaa-7254	312	5	%	%	NOUN
epaa-7254	312	6	(	(	PUNCT
epaa-7254	312	7	0.6	0.6	NUM
epaa-7254	312	8	%	%	NOUN
epaa-7254	312	9	)	)	PUNCT
epaa-7254	312	10	hispanic	hispanic	ADJ
epaa-7254	312	11	algebra	algebra	NOUN
epaa-7254	312	12	i	i	PRON
epaa-7254	312	13	49.6	49.6	NUM
epaa-7254	312	14	%	%	NOUN
epaa-7254	312	15	22.7	22.7	NUM
epaa-7254	312	16	%	%	NOUN
epaa-7254	312	17	(	(	PUNCT
epaa-7254	312	18	0.6	0.6	NUM
epaa-7254	312	19	%	%	NOUN
epaa-7254	312	20	)	)	PUNCT
epaa-7254	313	1	*	*	PUNCT
epaa-7254	314	1	*	*	PUNCT
epaa-7254	314	2	*	*	PUNCT
epaa-7254	314	3	−0.3	−0.3	NUM
epaa-7254	314	4	%	%	NOUN
epaa-7254	314	5	(	(	PUNCT
epaa-7254	314	6	0.7	0.7	NUM
epaa-7254	314	7	%	%	NOUN
epaa-7254	314	8	)	)	PUNCT
epaa-7254	314	9	white	white	ADJ
epaa-7254	314	10	algebra	algebra	NOUN
epaa-7254	314	11	i	i	PRON
epaa-7254	314	12	27.6	27.6	NUM
epaa-7254	314	13	%	%	NOUN
epaa-7254	314	14	−15.4	−15.4	NUM
epaa-7254	314	15	%	%	NOUN
epaa-7254	314	16	(	(	PUNCT
epaa-7254	314	17	0.5	0.5	NUM
epaa-7254	314	18	%	%	NOUN
epaa-7254	314	19	)	)	PUNCT
epaa-7254	315	1	*	*	PUNCT
epaa-7254	316	1	*	*	PUNCT
epaa-7254	316	2	*	*	PUNCT
epaa-7254	316	3	0.7	0.7	NUM
epaa-7254	316	4	%	%	NOUN
epaa-7254	316	5	(	(	PUNCT
epaa-7254	316	6	0.6	0.6	NUM
epaa-7254	316	7	%	%	NOUN
epaa-7254	316	8	)	)	PUNCT
epaa-7254	316	9	ecodis	ecodi	NOUN
epaa-7254	316	10	biology	biology	NOUN
epaa-7254	316	11	44.9	44.9	NUM
epaa-7254	316	12	%	%	NOUN
epaa-7254	316	13	8.1	8.1	NUM
epaa-7254	316	14	%	%	NOUN
epaa-7254	316	15	(	(	PUNCT
epaa-7254	316	16	0.6	0.6	NUM
epaa-7254	316	17	%	%	NOUN
epaa-7254	316	18	)	)	PUNCT
epaa-7254	317	1	*	*	PUNCT
epaa-7254	318	1	*	*	PUNCT
epaa-7254	318	2	*	*	PUNCT
epaa-7254	318	3	2.8	2.8	NUM
epaa-7254	318	4	%	%	NOUN
epaa-7254	318	5	(	(	PUNCT
epaa-7254	318	6	0.7	0.7	NUM
epaa-7254	318	7	%	%	NOUN
epaa-7254	318	8	)	)	PUNCT
epaa-7254	319	1	*	*	PUNCT
epaa-7254	319	2	*	*	PUNCT
epaa-7254	319	3	*	*	PUNCT
epaa-7254	319	4	gifted	gifted	ADJ
epaa-7254	319	5	biology	biology	NOUN
epaa-7254	319	6	13.0	13.0	NUM
epaa-7254	319	7	%	%	NOUN
epaa-7254	319	8	1.1	1.1	NUM
epaa-7254	319	9	%	%	NOUN
epaa-7254	319	10	(	(	PUNCT
epaa-7254	319	11	0.4	0.4	NUM
epaa-7254	319	12	%	%	NOUN
epaa-7254	319	13	)	)	PUNCT
epaa-7254	320	1	*	*	PUNCT
epaa-7254	320	2	*	*	PUNCT
epaa-7254	320	3	−3.6	−3.6	NUM
epaa-7254	320	4	%	%	NOUN
epaa-7254	320	5	(	(	PUNCT
epaa-7254	320	6	0.5	0.5	NUM
epaa-7254	320	7	%	%	NOUN
epaa-7254	320	8	)	)	PUNCT
epaa-7254	321	1	*	*	PUNCT
epaa-7254	321	2	*	*	PUNCT
epaa-7254	321	3	*	*	PUNCT
epaa-7254	321	4	speced	speced	ADJ
epaa-7254	321	5	biology	biology	NOUN
epaa-7254	321	6	4.0	4.0	NUM
epaa-7254	321	7	%	%	NOUN
epaa-7254	321	8	−0.8	−0.8	NUM
epaa-7254	321	9	%	%	NOUN
epaa-7254	321	10	(	(	PUNCT
epaa-7254	321	11	0.2	0.2	NUM
epaa-7254	321	12	%	%	NOUN
epaa-7254	321	13	)	)	PUNCT
epaa-7254	322	1	*	*	PUNCT
epaa-7254	322	2	*	*	PUNCT
epaa-7254	322	3	*	*	PUNCT
epaa-7254	322	4	−0.4	−0.4	NUM
epaa-7254	322	5	%	%	NOUN
epaa-7254	322	6	(	(	PUNCT
epaa-7254	322	7	0.3	0.3	NUM
epaa-7254	322	8	%	%	NOUN
epaa-7254	322	9	)	)	PUNCT
epaa-7254	322	10	lep	lep	PROPN
epaa-7254	322	11	biology	biology	NOUN
epaa-7254	322	12	6.5	6.5	NUM
epaa-7254	322	13	%	%	NOUN
epaa-7254	322	14	−0.1	−0.1	NOUN
epaa-7254	322	15	%	%	NOUN
epaa-7254	322	16	(	(	PUNCT
epaa-7254	322	17	0.3	0.3	NUM
epaa-7254	322	18	%	%	NOUN
epaa-7254	322	19	)	)	PUNCT
epaa-7254	323	1	−1.0	−1.0	PROPN
epaa-7254	323	2	%	%	NOUN
epaa-7254	323	3	(	(	PUNCT
epaa-7254	323	4	0.4	0.4	NUM
epaa-7254	323	5	%	%	NOUN
epaa-7254	323	6	)	)	PUNCT
epaa-7254	324	1	*	*	PUNCT
epaa-7254	324	2	*	*	PUNCT
epaa-7254	324	3	asian	asian	ADJ
epaa-7254	324	4	biology	biology	NOUN
epaa-7254	324	5	6.3	6.3	NUM
epaa-7254	324	6	%	%	NOUN
epaa-7254	324	7	−1.7	−1.7	NUM
epaa-7254	324	8	%	%	NOUN
epaa-7254	324	9	(	(	PUNCT
epaa-7254	324	10	0.3	0.3	NUM
epaa-7254	324	11	%	%	NOUN
epaa-7254	324	12	)	)	PUNCT
epaa-7254	325	1	*	*	PUNCT
epaa-7254	326	1	*	*	PUNCT
epaa-7254	326	2	*	*	PUNCT
epaa-7254	326	3	0.2	0.2	NUM
epaa-7254	326	4	%	%	NOUN
epaa-7254	326	5	(	(	PUNCT
epaa-7254	326	6	0.4	0.4	NUM
epaa-7254	326	7	%	%	NOUN
epaa-7254	326	8	)	)	PUNCT
epaa-7254	326	9	black	black	ADJ
epaa-7254	326	10	biology	biology	NOUN
epaa-7254	326	11	12.8	12.8	NUM
epaa-7254	326	12	%	%	NOUN
epaa-7254	326	13	3.4	3.4	NUM
epaa-7254	326	14	%	%	NOUN
epaa-7254	326	15	(	(	PUNCT
epaa-7254	326	16	0.4	0.4	NUM
epaa-7254	326	17	%	%	NOUN
epaa-7254	326	18	)	)	PUNCT
epaa-7254	327	1	*	*	PUNCT
epaa-7254	328	1	*	*	PUNCT
epaa-7254	328	2	*	*	PUNCT
epaa-7254	328	3	2.5	2.5	NUM
epaa-7254	328	4	%	%	NOUN
epaa-7254	328	5	(	(	PUNCT
epaa-7254	328	6	0.5	0.5	NUM
epaa-7254	328	7	%	%	NOUN
epaa-7254	328	8	)	)	PUNCT
epaa-7254	329	1	*	*	PUNCT
epaa-7254	329	2	*	*	PUNCT
epaa-7254	329	3	*	*	PUNCT
epaa-7254	329	4	hispanic	hispanic	ADJ
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epaa-7254	329	6	48.3	48.3	NUM
epaa-7254	329	7	%	%	NOUN
epaa-7254	329	8	8.1	8.1	NUM
epaa-7254	329	9	%	%	NOUN
epaa-7254	329	10	(	(	PUNCT
epaa-7254	329	11	0.6	0.6	NUM
epaa-7254	329	12	%	%	NOUN
epaa-7254	329	13	)	)	PUNCT
epaa-7254	330	1	*	*	PUNCT
epaa-7254	331	1	*	*	PUNCT
epaa-7254	331	2	*	*	PUNCT
epaa-7254	331	3	1.7	1.7	NUM
epaa-7254	331	4	%	%	NOUN
epaa-7254	331	5	(	(	PUNCT
epaa-7254	331	6	0.7	0.7	NUM
epaa-7254	331	7	%	%	NOUN
epaa-7254	331	8	)	)	PUNCT
epaa-7254	332	1	*	*	PUNCT
epaa-7254	332	2	*	*	PUNCT
epaa-7254	332	3	white	white	ADJ
epaa-7254	332	4	biology	biology	NOUN
epaa-7254	332	5	30.0	30.0	NUM
epaa-7254	332	6	%	%	NOUN
epaa-7254	332	7	−9.4	−9.4	NUM
epaa-7254	332	8	%	%	NOUN
epaa-7254	332	9	(	(	PUNCT
epaa-7254	332	10	0.5	0.5	NUM
epaa-7254	332	11	%	%	NOUN
epaa-7254	332	12	)	)	PUNCT
epaa-7254	333	1	*	*	PUNCT
epaa-7254	333	2	*	*	PUNCT
epaa-7254	333	3	*	*	PUNCT
epaa-7254	333	4	−3.7	−3.7	NOUN
epaa-7254	333	5	%	%	NOUN
epaa-7254	333	6	(	(	PUNCT
epaa-7254	333	7	0.7	0.7	NUM
epaa-7254	333	8	%	%	NOUN
epaa-7254	333	9	)	)	PUNCT
epaa-7254	334	1	*	*	PUNCT
epaa-7254	335	1	*	*	PUNCT
epaa-7254	335	2	*	*	PUNCT
epaa-7254	335	3	*	*	PUNCT
epaa-7254	335	4	p<.05	p<.05	NOUN
epaa-7254	335	5	,	,	PUNCT
epaa-7254	335	6	*	*	PUNCT
epaa-7254	335	7	*	*	PUNCT
epaa-7254	335	8	p<.01	p<.01	VERB
epaa-7254	335	9	,	,	PUNCT
epaa-7254	335	10	*	*	PUNCT
epaa-7254	335	11	*	*	PUNCT
epaa-7254	335	12	*	*	PUNCT
epaa-7254	335	13	p<.001	p<.001	NOUN
epaa-7254	335	14	are	be	AUX
epaa-7254	335	15	these	these	DET
epaa-7254	335	16	differences	difference	NOUN
epaa-7254	335	17	due	due	ADJ
epaa-7254	335	18	to	to	ADP
epaa-7254	335	19	how	how	SCONJ
epaa-7254	335	20	the	the	DET
epaa-7254	335	21	noyce	noyce	PROPN
epaa-7254	335	22	scholars	scholar	NOUN
epaa-7254	335	23	were	be	AUX
epaa-7254	335	24	assigned	assign	VERB
epaa-7254	335	25	within	within	ADP
epaa-7254	335	26	their	their	PRON
epaa-7254	335	27	schools	school	NOUN
epaa-7254	335	28	or	or	CCONJ
epaa-7254	335	29	due	due	ADP
epaa-7254	335	30	to	to	ADP
epaa-7254	335	31	the	the	DET
epaa-7254	335	32	schools	school	NOUN
epaa-7254	335	33	in	in	ADP
epaa-7254	335	34	which	which	PRON
epaa-7254	335	35	they	they	PRON
epaa-7254	335	36	taught	teach	VERB
epaa-7254	335	37	?	?	PUNCT
epaa-7254	336	1	inspection	inspection	NOUN
epaa-7254	336	2	of	of	ADP
epaa-7254	336	3	the	the	DET
epaa-7254	336	4	final	final	ADJ
epaa-7254	336	5	columns	column	NOUN
epaa-7254	336	6	in	in	ADP
epaa-7254	336	7	table	table	NOUN
epaa-7254	336	8	3	3	NUM
epaa-7254	336	9	shows	show	VERB
epaa-7254	336	10	that	that	SCONJ
epaa-7254	336	11	the	the	DET
epaa-7254	336	12	differences	difference	NOUN
epaa-7254	336	13	are	be	AUX
epaa-7254	336	14	between	between	ADP
epaa-7254	336	15	schools	school	NOUN
epaa-7254	336	16	,	,	PUNCT
epaa-7254	336	17	not	not	PART
epaa-7254	336	18	within	within	ADP
epaa-7254	336	19	schools	school	NOUN
epaa-7254	336	20	.	.	PUNCT
epaa-7254	337	1	we	we	PRON
epaa-7254	337	2	checked	check	VERB
epaa-7254	337	3	this	this	PRON
epaa-7254	337	4	by	by	ADP
epaa-7254	337	5	computing	compute	VERB
epaa-7254	337	6	hierarchical	hierarchical	ADJ
epaa-7254	337	7	linear	linear	NOUN
epaa-7254	337	8	models	model	NOUN
epaa-7254	337	9	(	(	PUNCT
epaa-7254	337	10	bolker	bolker	NOUN
epaa-7254	337	11	et	et	PROPN
epaa-7254	337	12	al	al	PROPN
epaa-7254	337	13	.	.	PROPN
epaa-7254	337	14	,	,	PUNCT
epaa-7254	337	15	2016	2016	NUM
epaa-7254	337	16	)	)	PUNCT
epaa-7254	337	17	of	of	ADP
epaa-7254	337	18	the	the	DET
epaa-7254	337	19	form	form	NOUN
epaa-7254	337	20	𝑋𝑖	𝑋𝑖	PROPN
epaa-7254	337	21	=	=	SYM
epaa-7254	337	22	𝐶𝑗	𝐶𝑗	PROPN
epaa-7254	337	23	+	+	NUM
epaa-7254	337	24	noyce	noyce	NOUN
epaa-7254	337	25	+	+	CCONJ
epaa-7254	337	26	𝜖𝑖𝑗	𝜖𝑖𝑗	NOUN
epaa-7254	337	27	,	,	PUNCT
epaa-7254	337	28	(	(	PUNCT
epaa-7254	337	29	1	1	X
epaa-7254	337	30	)	)	PUNCT
epaa-7254	337	31	where	where	SCONJ
epaa-7254	337	32	𝑋𝑖	𝑋𝑖	PROPN
epaa-7254	337	33	is	be	AUX
epaa-7254	337	34	a	a	DET
epaa-7254	337	35	demographic	demographic	ADJ
epaa-7254	337	36	characteristic	characteristic	NOUN
epaa-7254	337	37	of	of	ADP
epaa-7254	337	38	student	student	NOUN
epaa-7254	337	39	𝑖	𝑖	NOUN
epaa-7254	337	40	,	,	PUNCT
epaa-7254	337	41	𝐶𝑗	𝐶𝑗	PROPN
epaa-7254	337	42	their	their	PRON
epaa-7254	337	43	campus	campus	NOUN
epaa-7254	337	44	,	,	PUNCT
epaa-7254	337	45	noyce	noyce	PROPN
epaa-7254	337	46	is	be	AUX
epaa-7254	337	47	a	a	DET
epaa-7254	337	48	flag	flag	NOUN
epaa-7254	337	49	for	for	ADP
epaa-7254	337	50	whether	whether	SCONJ
epaa-7254	337	51	the	the	DET
epaa-7254	337	52	student	student	NOUN
epaa-7254	337	53	’s	’s	PART
epaa-7254	337	54	teacher	teacher	NOUN
epaa-7254	337	55	is	be	AUX
epaa-7254	337	56	a	a	DET
epaa-7254	337	57	noyce	noyce	NOUN
epaa-7254	337	58	scholar	scholar	NOUN
epaa-7254	337	59	,	,	PUNCT
epaa-7254	337	60	and	and	CCONJ
epaa-7254	337	61	𝜖𝑖𝑗	𝜖𝑖𝑗	NOUN
epaa-7254	337	62	is	be	AUX
epaa-7254	337	63	an	an	DET
epaa-7254	337	64	error	error	NOUN
epaa-7254	337	65	term	term	NOUN
epaa-7254	337	66	.	.	PUNCT
epaa-7254	338	1	we	we	PRON
epaa-7254	338	2	modelled	model	VERB
epaa-7254	338	3	the	the	DET
epaa-7254	338	4	campus	campus	NOUN
epaa-7254	338	5	contribution	contribution	NOUN
epaa-7254	339	1	𝐶𝑗	𝐶𝑗	PROPN
epaa-7254	339	2	as	as	ADP
epaa-7254	339	3	a	a	DET
epaa-7254	339	4	random	random	ADJ
epaa-7254	339	5	effect	effect	NOUN
epaa-7254	339	6	in	in	ADP
epaa-7254	339	7	a	a	DET
epaa-7254	339	8	hierarchical	hierarchical	ADJ
epaa-7254	339	9	linear	linear	NOUN
epaa-7254	339	10	model	model	NOUN
epaa-7254	339	11	.	.	PUNCT
epaa-7254	340	1	this	this	DET
epaa-7254	340	2	model	model	NOUN
epaa-7254	340	3	controls	control	VERB
epaa-7254	340	4	for	for	ADP
epaa-7254	340	5	the	the	DET
epaa-7254	340	6	demographics	demographic	NOUN
epaa-7254	340	7	of	of	ADP
epaa-7254	340	8	all	all	DET
epaa-7254	340	9	the	the	DET
epaa-7254	340	10	algebra	algebra	NOUN
epaa-7254	340	11	i	i	PRON
epaa-7254	340	12	or	or	CCONJ
epaa-7254	340	13	biology	biology	NOUN
epaa-7254	340	14	classes	class	NOUN
epaa-7254	340	15	in	in	ADP
epaa-7254	340	16	each	each	DET
epaa-7254	340	17	school	school	NOUN
epaa-7254	340	18	before	before	ADP
epaa-7254	340	19	comparing	compare	VERB
epaa-7254	340	20	the	the	DET
epaa-7254	340	21	classrooms	classroom	NOUN
epaa-7254	340	22	of	of	ADP
epaa-7254	340	23	the	the	DET
epaa-7254	340	24	teachers	teacher	NOUN
epaa-7254	340	25	.	.	PUNCT
epaa-7254	341	1	for	for	ADP
epaa-7254	341	2	example	example	NOUN
epaa-7254	341	3	,	,	PUNCT
epaa-7254	341	4	while	while	SCONJ
epaa-7254	341	5	the	the	DET
epaa-7254	341	6	algebra	algebra	NOUN
epaa-7254	341	7	i	i	PRON
epaa-7254	341	8	classrooms	classroom	NOUN
epaa-7254	341	9	of	of	ADP
epaa-7254	341	10	noyce	noyce	PROPN
epaa-7254	341	11	scholars	scholar	NOUN
epaa-7254	341	12	have	have	VERB
epaa-7254	341	13	13	13	NUM
epaa-7254	341	14	%	%	NOUN
epaa-7254	341	15	more	more	ADV
epaa-7254	341	16	economically	economically	ADV
epaa-7254	341	17	disadvantaged	disadvantaged	ADJ
epaa-7254	341	18	students	student	NOUN
epaa-7254	341	19	than	than	ADP
epaa-7254	341	20	the	the	DET
epaa-7254	341	21	algebra	algebra	NOUN
epaa-7254	341	22	i	i	PRON
epaa-7254	341	23	classrooms	classroom	VERB
epaa-7254	341	24	of	of	ADP
epaa-7254	341	25	other	other	ADJ
epaa-7254	341	26	teachers	teacher	NOUN
epaa-7254	341	27	from	from	ADP
epaa-7254	341	28	the	the	DET
epaa-7254	341	29	same	same	ADJ
epaa-7254	341	30	universities	university	NOUN
epaa-7254	341	31	,	,	PUNCT
epaa-7254	341	32	after	after	ADP
epaa-7254	341	33	controlling	control	VERB
epaa-7254	341	34	for	for	ADP
epaa-7254	341	35	school	school	NOUN
epaa-7254	341	36	demographics	demographic	NOUN
epaa-7254	341	37	,	,	PUNCT
epaa-7254	341	38	the	the	DET
epaa-7254	341	39	noyce	noyce	PROPN
epaa-7254	341	40	scholars	scholar	NOUN
epaa-7254	341	41	have	have	VERB
epaa-7254	341	42	0.2	0.2	NUM
epaa-7254	341	43	%	%	NOUN
epaa-7254	341	44	fewer	few	ADJ
epaa-7254	341	45	economically	economically	ADV
epaa-7254	341	46	disadvantaged	disadvantaged	ADJ
epaa-7254	341	47	and	and	CCONJ
epaa-7254	341	48	0.3	0.3	NUM
epaa-7254	341	49	%	%	NOUN
epaa-7254	341	50	fewer	few	ADJ
epaa-7254	341	51	hispanic	hispanic	ADJ
epaa-7254	341	52	students	student	NOUN
epaa-7254	341	53	in	in	ADP
epaa-7254	341	54	algebra	algebra	NOUN
epaa-7254	341	55	i.	i.	NOUN
epaa-7254	341	56	these	these	DET
epaa-7254	341	57	differences	difference	NOUN
epaa-7254	341	58	are	be	AUX
epaa-7254	341	59	not	not	PART
epaa-7254	341	60	statistically	statistically	ADV
epaa-7254	341	61	significant	significant	ADJ
epaa-7254	341	62	.	.	PUNCT
epaa-7254	342	1	that	that	PRON
epaa-7254	342	2	is	is	ADV
epaa-7254	342	3	,	,	PUNCT
epaa-7254	342	4	the	the	DET
epaa-7254	342	5	noyce	noyce	PROPN
epaa-7254	342	6	scholars	scholar	NOUN
epaa-7254	342	7	have	have	VERB
epaa-7254	342	8	more	more	ADV
epaa-7254	342	9	economically	economically	ADV
epaa-7254	342	10	disadvantaged	disadvantaged	ADJ
epaa-7254	342	11	students	student	NOUN
epaa-7254	342	12	in	in	ADP
epaa-7254	342	13	their	their	PRON
epaa-7254	342	14	classrooms	classroom	NOUN
epaa-7254	342	15	because	because	SCONJ
epaa-7254	342	16	they	they	PRON
epaa-7254	342	17	are	be	AUX
epaa-7254	342	18	teaching	teach	VERB
epaa-7254	342	19	in	in	ADP
epaa-7254	342	20	schools	school	NOUN
epaa-7254	342	21	with	with	ADP
epaa-7254	342	22	higher	high	ADJ
epaa-7254	342	23	poverty	poverty	NOUN
epaa-7254	342	24	concentration	concentration	NOUN
epaa-7254	342	25	,	,	PUNCT
epaa-7254	342	26	not	not	PART
epaa-7254	342	27	because	because	SCONJ
epaa-7254	342	28	they	they	PRON
epaa-7254	342	29	are	be	AUX
epaa-7254	342	30	preferentially	preferentially	ADV
epaa-7254	342	31	picking	pick	VERB
epaa-7254	342	32	up	up	ADP
epaa-7254	342	33	education	education	NOUN
epaa-7254	342	34	policy	policy	NOUN
epaa-7254	342	35	analysis	analysis	NOUN
epaa-7254	342	36	archives	archive	NOUN
epaa-7254	342	37	vol	vol	NOUN
epaa-7254	342	38	.	.	PROPN
epaa-7254	343	1	30	30	NUM
epaa-7254	344	1	no	no	NOUN
epaa-7254	344	2	.	.	PUNCT
epaa-7254	345	1	147	147	NUM
epaa-7254	345	2	18	18	NUM
epaa-7254	345	3	these	these	DET
epaa-7254	345	4	students	student	NOUN
epaa-7254	345	5	within	within	ADP
epaa-7254	345	6	the	the	DET
epaa-7254	345	7	schools	school	NOUN
epaa-7254	345	8	.	.	PUNCT
epaa-7254	346	1	some	some	DET
epaa-7254	346	2	significant	significant	ADJ
epaa-7254	346	3	differences	difference	NOUN
epaa-7254	346	4	for	for	ADP
epaa-7254	346	5	economically	economically	ADV
epaa-7254	346	6	disadvantaged	disadvantaged	ADJ
epaa-7254	346	7	and	and	CCONJ
epaa-7254	346	8	hispanic	hispanic	ADJ
epaa-7254	346	9	students	student	NOUN
epaa-7254	346	10	remain	remain	VERB
epaa-7254	346	11	for	for	ADP
epaa-7254	346	12	the	the	DET
epaa-7254	346	13	biology	biology	NOUN
epaa-7254	346	14	teachers	teacher	NOUN
epaa-7254	346	15	,	,	PUNCT
epaa-7254	346	16	but	but	CCONJ
epaa-7254	346	17	they	they	PRON
epaa-7254	346	18	are	be	AUX
epaa-7254	346	19	still	still	ADV
epaa-7254	346	20	only	only	ADV
epaa-7254	346	21	a	a	DET
epaa-7254	346	22	few	few	ADJ
epaa-7254	346	23	percentages	percentage	NOUN
epaa-7254	346	24	.	.	PUNCT
epaa-7254	347	1	a	a	DET
epaa-7254	347	2	thorough	thorough	ADJ
epaa-7254	347	3	examination	examination	NOUN
epaa-7254	347	4	of	of	ADP
epaa-7254	347	5	table	table	NOUN
epaa-7254	347	6	3	3	NUM
epaa-7254	347	7	finds	find	VERB
epaa-7254	347	8	some	some	DET
epaa-7254	347	9	interesting	interesting	ADJ
epaa-7254	347	10	significant	significant	ADJ
epaa-7254	347	11	differences	difference	NOUN
epaa-7254	347	12	in	in	ADP
epaa-7254	347	13	the	the	DET
epaa-7254	347	14	final	final	ADJ
epaa-7254	347	15	column	column	NOUN
epaa-7254	347	16	.	.	PUNCT
epaa-7254	348	1	noyce	noyce	PROPN
epaa-7254	348	2	scholars	scholar	NOUN
epaa-7254	348	3	are	be	AUX
epaa-7254	348	4	less	less	ADV
epaa-7254	348	5	likely	likely	ADJ
epaa-7254	348	6	to	to	PART
epaa-7254	348	7	teach	teach	VERB
epaa-7254	348	8	white	white	ADJ
epaa-7254	348	9	and	and	CCONJ
epaa-7254	348	10	gifted	gifted	ADJ
epaa-7254	348	11	students	student	NOUN
epaa-7254	348	12	in	in	ADP
epaa-7254	348	13	their	their	PRON
epaa-7254	348	14	schools	school	NOUN
epaa-7254	348	15	,	,	PUNCT
epaa-7254	348	16	even	even	ADV
epaa-7254	348	17	after	after	ADP
epaa-7254	348	18	controlling	control	VERB
epaa-7254	348	19	for	for	ADP
epaa-7254	348	20	school	school	NOUN
epaa-7254	348	21	population	population	NOUN
epaa-7254	348	22	.	.	PUNCT
epaa-7254	349	1	overall	overall	ADJ
epaa-7254	349	2	,	,	PUNCT
epaa-7254	349	3	however	however	ADV
epaa-7254	349	4	,	,	PUNCT
epaa-7254	349	5	the	the	DET
epaa-7254	349	6	effect	effect	NOUN
epaa-7254	349	7	sizes	size	NOUN
epaa-7254	349	8	are	be	AUX
epaa-7254	349	9	much	much	ADV
epaa-7254	349	10	smaller	small	ADJ
epaa-7254	349	11	once	once	SCONJ
epaa-7254	349	12	one	one	NUM
epaa-7254	349	13	accounts	account	NOUN
epaa-7254	349	14	for	for	ADP
epaa-7254	349	15	school	school	NOUN
epaa-7254	349	16	demographics	demographic	NOUN
epaa-7254	349	17	.	.	PUNCT
epaa-7254	350	1	therefore	therefore	ADV
epaa-7254	350	2	,	,	PUNCT
epaa-7254	350	3	it	it	PRON
epaa-7254	350	4	appears	appear	VERB
epaa-7254	350	5	the	the	DET
epaa-7254	350	6	noyce	noyce	PROPN
epaa-7254	350	7	programs	program	NOUN
epaa-7254	350	8	in	in	ADP
epaa-7254	350	9	texas	texas	PROPN
epaa-7254	350	10	are	be	AUX
epaa-7254	350	11	achieving	achieve	VERB
epaa-7254	350	12	their	their	PRON
epaa-7254	350	13	goal	goal	NOUN
epaa-7254	350	14	of	of	ADP
epaa-7254	350	15	incentivizing	incentivize	VERB
epaa-7254	350	16	recipients	recipient	NOUN
epaa-7254	350	17	to	to	PART
epaa-7254	350	18	teach	teach	VERB
epaa-7254	350	19	in	in	ADP
epaa-7254	350	20	schools	school	NOUN
epaa-7254	350	21	with	with	ADP
epaa-7254	350	22	a	a	DET
epaa-7254	350	23	high	high	ADJ
epaa-7254	350	24	percentage	percentage	NOUN
epaa-7254	350	25	of	of	ADP
epaa-7254	350	26	economically	economically	ADV
epaa-7254	350	27	disadvantaged	disadvantaged	ADJ
epaa-7254	350	28	and	and	CCONJ
epaa-7254	350	29	marginalized	marginalized	ADJ
epaa-7254	350	30	students	student	NOUN
epaa-7254	350	31	,	,	PUNCT
epaa-7254	350	32	particularly	particularly	ADV
epaa-7254	350	33	hispanic	hispanic	ADJ
epaa-7254	350	34	students	student	NOUN
epaa-7254	350	35	.	.	PUNCT
epaa-7254	351	1	within	within	ADP
epaa-7254	351	2	these	these	DET
epaa-7254	351	3	schools	school	NOUN
epaa-7254	351	4	serving	serve	VERB
epaa-7254	351	5	marginalized	marginalize	VERB
epaa-7254	351	6	students	student	NOUN
epaa-7254	351	7	,	,	PUNCT
epaa-7254	351	8	the	the	DET
epaa-7254	351	9	noyce	noyce	PROPN
epaa-7254	351	10	scholars	scholar	NOUN
epaa-7254	351	11	are	be	AUX
epaa-7254	351	12	as	as	ADV
epaa-7254	351	13	likely	likely	ADJ
epaa-7254	351	14	as	as	SCONJ
epaa-7254	351	15	other	other	ADJ
epaa-7254	351	16	teachers	teacher	NOUN
epaa-7254	351	17	to	to	PART
epaa-7254	351	18	teach	teach	VERB
epaa-7254	351	19	them	they	PRON
epaa-7254	351	20	.	.	PUNCT
epaa-7254	352	1	for	for	ADP
epaa-7254	352	2	our	our	PRON
epaa-7254	352	3	value	value	NOUN
epaa-7254	352	4	-	-	PUNCT
epaa-7254	352	5	added	add	VERB
epaa-7254	352	6	models	model	NOUN
epaa-7254	352	7	we	we	PRON
epaa-7254	352	8	are	be	AUX
epaa-7254	352	9	not	not	PART
epaa-7254	352	10	only	only	ADV
epaa-7254	352	11	comparing	compare	VERB
epaa-7254	352	12	teachers	teacher	NOUN
epaa-7254	352	13	who	who	PRON
epaa-7254	352	14	came	come	VERB
epaa-7254	352	15	from	from	ADP
epaa-7254	352	16	the	the	DET
epaa-7254	352	17	same	same	ADJ
epaa-7254	352	18	universities	university	NOUN
epaa-7254	352	19	as	as	ADP
epaa-7254	352	20	the	the	DET
epaa-7254	352	21	noyce	noyce	PROPN
epaa-7254	352	22	scholars	scholars	PROPN
epaa-7254	352	23	,	,	PUNCT
epaa-7254	352	24	but	but	CCONJ
epaa-7254	352	25	also	also	ADV
epaa-7254	352	26	teachers	teacher	NOUN
epaa-7254	352	27	who	who	PRON
epaa-7254	352	28	taught	teach	VERB
epaa-7254	352	29	the	the	DET
epaa-7254	352	30	same	same	ADJ
epaa-7254	352	31	subjects	subject	NOUN
epaa-7254	352	32	at	at	ADP
epaa-7254	352	33	the	the	DET
epaa-7254	352	34	same	same	ADJ
epaa-7254	352	35	schools	school	NOUN
epaa-7254	352	36	but	but	CCONJ
epaa-7254	352	37	were	be	AUX
epaa-7254	352	38	not	not	PART
epaa-7254	352	39	noyce	noyce	NOUN
epaa-7254	352	40	scholars	scholar	NOUN
epaa-7254	352	41	.	.	PUNCT
epaa-7254	353	1	for	for	ADP
epaa-7254	353	2	reference	reference	NOUN
epaa-7254	353	3	,	,	PUNCT
epaa-7254	353	4	we	we	PRON
epaa-7254	353	5	report	report	VERB
epaa-7254	353	6	on	on	ADP
epaa-7254	353	7	the	the	DET
epaa-7254	353	8	demographic	demographic	ADJ
epaa-7254	353	9	characteristics	characteristic	NOUN
epaa-7254	353	10	for	for	ADP
epaa-7254	353	11	the	the	DET
epaa-7254	353	12	second	second	ADJ
epaa-7254	353	13	comparison	comparison	NOUN
epaa-7254	353	14	group	group	NOUN
epaa-7254	353	15	in	in	ADP
epaa-7254	353	16	table	table	NOUN
epaa-7254	353	17	4	4	NUM
epaa-7254	353	18	.	.	PUNCT
epaa-7254	354	1	some	some	PRON
epaa-7254	354	2	of	of	ADP
epaa-7254	354	3	the	the	DET
epaa-7254	354	4	same	same	ADJ
epaa-7254	354	5	patterns	pattern	NOUN
epaa-7254	354	6	repeat	repeat	VERB
epaa-7254	354	7	,	,	PUNCT
epaa-7254	354	8	with	with	ADP
epaa-7254	354	9	noyce	noyce	PROPN
epaa-7254	354	10	scholars	scholar	NOUN
epaa-7254	354	11	a	a	DET
epaa-7254	354	12	bit	bit	NOUN
epaa-7254	354	13	more	more	ADV
epaa-7254	354	14	likely	likely	ADJ
epaa-7254	354	15	to	to	PART
epaa-7254	354	16	teach	teach	VERB
epaa-7254	354	17	economically	economically	ADV
epaa-7254	354	18	disadvantaged	disadvantaged	ADJ
epaa-7254	354	19	students	student	NOUN
epaa-7254	354	20	than	than	ADP
epaa-7254	354	21	other	other	ADJ
epaa-7254	354	22	teachers	teacher	NOUN
epaa-7254	354	23	in	in	ADP
epaa-7254	354	24	the	the	DET
epaa-7254	354	25	same	same	ADJ
epaa-7254	354	26	school	school	NOUN
epaa-7254	354	27	,	,	PUNCT
epaa-7254	354	28	even	even	ADV
epaa-7254	354	29	after	after	ADP
epaa-7254	354	30	controlling	control	VERB
epaa-7254	354	31	for	for	ADP
epaa-7254	354	32	school	school	NOUN
epaa-7254	354	33	demographics	demographic	NOUN
epaa-7254	354	34	using	use	VERB
epaa-7254	354	35	equation	equation	NOUN
epaa-7254	354	36	(	(	PUNCT
epaa-7254	354	37	1	1	NUM
epaa-7254	354	38	)	)	PUNCT
epaa-7254	354	39	.	.	PUNCT
epaa-7254	355	1	however	however	ADV
epaa-7254	355	2	,	,	PUNCT
epaa-7254	355	3	the	the	DET
epaa-7254	355	4	effects	effect	NOUN
epaa-7254	355	5	smaller	small	ADJ
epaa-7254	355	6	,	,	PUNCT
epaa-7254	355	7	and	and	CCONJ
epaa-7254	355	8	they	they	PRON
epaa-7254	355	9	do	do	AUX
epaa-7254	355	10	not	not	PART
epaa-7254	355	11	have	have	VERB
epaa-7254	355	12	as	as	ADV
epaa-7254	355	13	much	much	ADJ
epaa-7254	355	14	direct	direct	ADJ
epaa-7254	355	15	significance	significance	NOUN
epaa-7254	355	16	for	for	ADP
epaa-7254	355	17	the	the	DET
epaa-7254	355	18	noyce	noyce	PROPN
epaa-7254	355	19	program	program	PROPN
epaa-7254	355	20	as	as	ADP
epaa-7254	355	21	the	the	DET
epaa-7254	355	22	results	result	NOUN
epaa-7254	355	23	in	in	ADP
epaa-7254	355	24	the	the	DET
epaa-7254	355	25	previous	previous	ADJ
epaa-7254	355	26	table	table	NOUN
epaa-7254	355	27	.	.	PUNCT
epaa-7254	356	1	table	table	NOUN
epaa-7254	356	2	4	4	NUM
epaa-7254	356	3	student	student	NOUN
epaa-7254	356	4	demographics	demographic	NOUN
epaa-7254	356	5	of	of	ADP
epaa-7254	356	6	noyce	noyce	PROPN
epaa-7254	356	7	scholar	scholar	NOUN
epaa-7254	356	8	classrooms	classroom	NOUN
epaa-7254	356	9	compared	compare	VERB
epaa-7254	356	10	with	with	ADP
epaa-7254	356	11	classrooms	classroom	NOUN
epaa-7254	356	12	of	of	ADP
epaa-7254	356	13	other	other	ADJ
epaa-7254	356	14	teachers	teacher	NOUN
epaa-7254	356	15	who	who	PRON
epaa-7254	356	16	taught	teach	VERB
epaa-7254	356	17	in	in	ADP
epaa-7254	356	18	the	the	DET
epaa-7254	356	19	same	same	ADJ
epaa-7254	356	20	schools	school	NOUN
epaa-7254	356	21	(	(	PUNCT
epaa-7254	356	22	r4	r4	PROPN
epaa-7254	356	23	)	)	PUNCT
epaa-7254	356	24	.	.	PUNCT
epaa-7254	357	1	numbers	number	NOUN
epaa-7254	357	2	in	in	ADP
epaa-7254	357	3	parentheses	parenthesis	NOUN
epaa-7254	357	4	are	be	AUX
epaa-7254	357	5	one	one	NUM
epaa-7254	357	6	standard	standard	ADJ
epaa-7254	357	7	uncertainty	uncertainty	NOUN
epaa-7254	357	8	.	.	PUNCT
epaa-7254	358	1	final	final	ADJ
epaa-7254	358	2	column	column	NOUN
epaa-7254	358	3	from	from	ADP
epaa-7254	358	4	eq	eq	PROPN
epaa-7254	358	5	.	.	PUNCT
epaa-7254	359	1	(	(	PUNCT
epaa-7254	359	2	1	1	X
epaa-7254	359	3	)	)	PUNCT
epaa-7254	359	4	student	student	NOUN
epaa-7254	359	5	category	category	NOUN
epaa-7254	359	6	discipline	discipline	NOUN
epaa-7254	359	7	noyce	noyce	PROPN
epaa-7254	359	8	difference	difference	NOUN
epaa-7254	359	9	between	between	ADP
epaa-7254	359	10	noyce	noyce	PROPN
epaa-7254	359	11	classrooms	classroom	NOUN
epaa-7254	359	12	and	and	CCONJ
epaa-7254	359	13	those	those	PRON
epaa-7254	359	14	of	of	ADP
epaa-7254	359	15	other	other	ADJ
epaa-7254	359	16	teachers	teacher	NOUN
epaa-7254	359	17	from	from	ADP
epaa-7254	359	18	same	same	ADJ
epaa-7254	359	19	school	school	NOUN
epaa-7254	359	20	difference	difference	NOUN
epaa-7254	359	21	between	between	ADP
epaa-7254	359	22	noyce	noyce	PROPN
epaa-7254	359	23	classrooms	classroom	NOUN
epaa-7254	359	24	and	and	CCONJ
epaa-7254	359	25	those	those	PRON
epaa-7254	359	26	of	of	ADP
epaa-7254	359	27	other	other	ADJ
epaa-7254	359	28	teachers	teacher	NOUN
epaa-7254	359	29	from	from	ADP
epaa-7254	359	30	same	same	ADJ
epaa-7254	359	31	school	school	NOUN
epaa-7254	359	32	,	,	PUNCT
epaa-7254	359	33	controlling	control	VERB
epaa-7254	359	34	for	for	ADP
epaa-7254	359	35	school	school	NOUN
epaa-7254	359	36	demographics	demographic	NOUN
epaa-7254	359	37	ecodis	ecodis	PROPN
epaa-7254	359	38	algebra	algebra	NOUN
epaa-7254	359	39	i	i	PRON
epaa-7254	359	40	48.8	48.8	NUM
epaa-7254	359	41	%	%	NOUN
epaa-7254	359	42	4.2	4.2	NUM
epaa-7254	359	43	%	%	NOUN
epaa-7254	359	44	(	(	PUNCT
epaa-7254	359	45	0.6	0.6	NUM
epaa-7254	359	46	%	%	NOUN
epaa-7254	359	47	)	)	PUNCT
epaa-7254	360	1	*	*	PUNCT
epaa-7254	361	1	*	*	PUNCT
epaa-7254	361	2	*	*	PUNCT
epaa-7254	361	3	1.3	1.3	NUM
epaa-7254	361	4	%	%	NOUN
epaa-7254	361	5	(	(	PUNCT
epaa-7254	361	6	0.6	0.6	NUM
epaa-7254	361	7	%	%	NOUN
epaa-7254	361	8	)	)	PUNCT
epaa-7254	362	1	*	*	PUNCT
epaa-7254	362	2	gifted	gifted	ADJ
epaa-7254	362	3	algebra	algebra	NOUN
epaa-7254	362	4	i	i	PRON
epaa-7254	362	5	10.6	10.6	NUM
epaa-7254	362	6	%	%	NOUN
epaa-7254	362	7	3.4	3.4	NUM
epaa-7254	362	8	%	%	NOUN
epaa-7254	362	9	(	(	PUNCT
epaa-7254	362	10	0.4	0.4	NUM
epaa-7254	362	11	%	%	NOUN
epaa-7254	362	12	)	)	PUNCT
epaa-7254	363	1	*	*	PUNCT
epaa-7254	364	1	*	*	PUNCT
epaa-7254	364	2	*	*	PUNCT
epaa-7254	364	3	−2.0	−2.0	PROPN
epaa-7254	364	4	%	%	NOUN
epaa-7254	364	5	(	(	PUNCT
epaa-7254	364	6	0.4	0.4	NUM
epaa-7254	364	7	%	%	NOUN
epaa-7254	364	8	)	)	PUNCT
epaa-7254	365	1	*	*	PUNCT
epaa-7254	365	2	*	*	PUNCT
epaa-7254	365	3	*	*	PUNCT
epaa-7254	365	4	speced	speced	ADJ
epaa-7254	365	5	algebra	algebra	NOUN
epaa-7254	365	6	i	i	PRON
epaa-7254	365	7	4.3	4.3	NUM
epaa-7254	365	8	%	%	NOUN
epaa-7254	365	9	−1.1	−1.1	NUM
epaa-7254	365	10	%	%	NOUN
epaa-7254	365	11	(	(	PUNCT
epaa-7254	365	12	0.2	0.2	NUM
epaa-7254	365	13	%	%	NOUN
epaa-7254	365	14	)	)	PUNCT
epaa-7254	366	1	*	*	PUNCT
epaa-7254	366	2	*	*	PUNCT
epaa-7254	366	3	*	*	PUNCT
epaa-7254	366	4	−1.0	−1.0	NUM
epaa-7254	366	5	%	%	NOUN
epaa-7254	366	6	(	(	PUNCT
epaa-7254	366	7	0.2	0.2	NUM
epaa-7254	366	8	%	%	NOUN
epaa-7254	366	9	)	)	PUNCT
epaa-7254	367	1	*	*	PUNCT
epaa-7254	367	2	*	*	PUNCT
epaa-7254	367	3	*	*	PUNCT
epaa-7254	367	4	lep	lep	PROPN
epaa-7254	367	5	algebra	algebra	VERB
epaa-7254	367	6	i	i	PRON
epaa-7254	367	7	5.1	5.1	NUM
epaa-7254	367	8	%	%	NOUN
epaa-7254	367	9	1.2	1.2	NUM
epaa-7254	367	10	%	%	NOUN
epaa-7254	367	11	(	(	PUNCT
epaa-7254	367	12	0.3	0.3	NUM
epaa-7254	367	13	%	%	NOUN
epaa-7254	367	14	)	)	PUNCT
epaa-7254	368	1	*	*	PUNCT
epaa-7254	369	1	*	*	PUNCT
epaa-7254	369	2	*	*	PUNCT
epaa-7254	369	3	0.4	0.4	NUM
epaa-7254	369	4	%	%	NOUN
epaa-7254	369	5	(	(	PUNCT
epaa-7254	369	6	0.3	0.3	NUM
epaa-7254	369	7	%	%	NOUN
epaa-7254	369	8	)	)	PUNCT
epaa-7254	369	9	asian	asian	ADJ
epaa-7254	369	10	algebra	algebra	NOUN
epaa-7254	369	11	i	i	PRON
epaa-7254	369	12	5.8	5.8	NUM
epaa-7254	369	13	%	%	NOUN
epaa-7254	369	14	−1.2	−1.2	NOUN
epaa-7254	369	15	%	%	NOUN
epaa-7254	369	16	(	(	PUNCT
epaa-7254	369	17	0.3	0.3	NUM
epaa-7254	369	18	%	%	NOUN
epaa-7254	369	19	)	)	PUNCT
epaa-7254	370	1	*	*	PUNCT
epaa-7254	371	1	*	*	PUNCT
epaa-7254	371	2	*	*	PUNCT
epaa-7254	371	3	−0.4	−0.4	NUM
epaa-7254	371	4	%	%	NOUN
epaa-7254	371	5	(	(	PUNCT
epaa-7254	371	6	0.3	0.3	NUM
epaa-7254	371	7	%	%	NOUN
epaa-7254	371	8	)	)	PUNCT
epaa-7254	371	9	black	black	ADJ
epaa-7254	371	10	algebra	algebra	NOUN
epaa-7254	371	11	i	i	PRON
epaa-7254	371	12	15.4	15.4	NUM
epaa-7254	371	13	%	%	NOUN
epaa-7254	371	14	0.7	0.7	NUM
epaa-7254	371	15	%	%	NOUN
epaa-7254	371	16	(	(	PUNCT
epaa-7254	371	17	0.4	0.4	NUM
epaa-7254	371	18	%	%	NOUN
epaa-7254	371	19	)	)	PUNCT
epaa-7254	371	20	1.6	1.6	NUM
epaa-7254	371	21	%	%	NOUN
epaa-7254	371	22	(	(	PUNCT
epaa-7254	371	23	0.4	0.4	NUM
epaa-7254	371	24	%	%	NOUN
epaa-7254	371	25	)	)	PUNCT
epaa-7254	372	1	*	*	PUNCT
epaa-7254	372	2	*	*	PUNCT
epaa-7254	372	3	*	*	PUNCT
epaa-7254	372	4	hispanic	hispanic	ADJ
epaa-7254	372	5	algebra	algebra	NOUN
epaa-7254	372	6	i	i	PRON
epaa-7254	372	7	54.1	54.1	NUM
epaa-7254	372	8	%	%	NOUN
epaa-7254	372	9	2.4	2.4	NUM
epaa-7254	372	10	%	%	NOUN
epaa-7254	372	11	(	(	PUNCT
epaa-7254	372	12	0.6	0.6	NUM
epaa-7254	372	13	%	%	NOUN
epaa-7254	372	14	)	)	PUNCT
epaa-7254	373	1	*	*	PUNCT
epaa-7254	374	1	*	*	PUNCT
epaa-7254	374	2	*	*	PUNCT
epaa-7254	374	3	1.8	1.8	NUM
epaa-7254	374	4	%	%	NOUN
epaa-7254	374	5	(	(	PUNCT
epaa-7254	374	6	0.6	0.6	NUM
epaa-7254	374	7	%	%	NOUN
epaa-7254	374	8	)	)	PUNCT
epaa-7254	375	1	*	*	PUNCT
epaa-7254	375	2	*	*	PUNCT
epaa-7254	375	3	*	*	PUNCT
epaa-7254	375	4	white	white	ADJ
epaa-7254	375	5	algebra	algebra	NOUN
epaa-7254	375	6	i	i	PRON
epaa-7254	375	7	22.3	22.3	NUM
epaa-7254	375	8	%	%	NOUN
epaa-7254	375	9	−1.7	−1.7	NUM
epaa-7254	375	10	%	%	NOUN
epaa-7254	375	11	(	(	PUNCT
epaa-7254	375	12	0.5	0.5	NUM
epaa-7254	375	13	%	%	NOUN
epaa-7254	375	14	)	)	PUNCT
epaa-7254	376	1	*	*	PUNCT
epaa-7254	377	1	*	*	PUNCT
epaa-7254	377	2	*	*	PUNCT
epaa-7254	377	3	−2.5	−2.5	NUM
epaa-7254	377	4	%	%	NOUN
epaa-7254	377	5	(	(	PUNCT
epaa-7254	377	6	0.5	0.5	NUM
epaa-7254	377	7	%	%	NOUN
epaa-7254	377	8	)	)	PUNCT
epaa-7254	378	1	*	*	PUNCT
epaa-7254	378	2	*	*	PUNCT
epaa-7254	378	3	*	*	PUNCT
epaa-7254	378	4	ecodis	ecodis	NOUN
epaa-7254	378	5	biology	biology	NOUN
epaa-7254	378	6	49.3	49.3	NUM
epaa-7254	378	7	%	%	NOUN
epaa-7254	378	8	5.2	5.2	NUM
epaa-7254	378	9	%	%	NOUN
epaa-7254	378	10	(	(	PUNCT
epaa-7254	378	11	0.7	0.7	NUM
epaa-7254	378	12	%	%	NOUN
epaa-7254	378	13	)	)	PUNCT
epaa-7254	379	1	*	*	PUNCT
epaa-7254	380	1	*	*	PUNCT
epaa-7254	380	2	*	*	PUNCT
epaa-7254	380	3	3.6	3.6	NUM
epaa-7254	380	4	%	%	NOUN
epaa-7254	380	5	(	(	PUNCT
epaa-7254	380	6	0.6	0.6	NUM
epaa-7254	380	7	%	%	NOUN
epaa-7254	380	8	)	)	PUNCT
epaa-7254	381	1	*	*	PUNCT
epaa-7254	381	2	*	*	PUNCT
epaa-7254	381	3	*	*	PUNCT
epaa-7254	381	4	gifted	gifted	ADJ
epaa-7254	381	5	biology	biology	NOUN
epaa-7254	381	6	10.3	10.3	NUM
epaa-7254	381	7	%	%	NOUN
epaa-7254	381	8	2.9	2.9	NUM
epaa-7254	381	9	%	%	NOUN
epaa-7254	381	10	(	(	PUNCT
epaa-7254	381	11	0.4	0.4	NUM
epaa-7254	381	12	%	%	NOUN
epaa-7254	381	13	)	)	PUNCT
epaa-7254	382	1	*	*	PUNCT
epaa-7254	382	2	*	*	PUNCT
epaa-7254	382	3	*	*	PUNCT
epaa-7254	382	4	−3.3	−3.3	NUM
epaa-7254	382	5	%	%	NOUN
epaa-7254	382	6	(	(	PUNCT
epaa-7254	382	7	0.4	0.4	NUM
epaa-7254	382	8	%	%	NOUN
epaa-7254	382	9	)	)	PUNCT
epaa-7254	383	1	*	*	PUNCT
epaa-7254	383	2	*	*	PUNCT
epaa-7254	383	3	*	*	PUNCT
epaa-7254	383	4	speced	spece	VERB
epaa-7254	383	5	biology	biology	NOUN
epaa-7254	383	6	3.3	3.3	NUM
epaa-7254	383	7	%	%	NOUN
epaa-7254	383	8	−0.1	−0.1	NOUN
epaa-7254	383	9	%	%	NOUN
epaa-7254	383	10	(	(	PUNCT
epaa-7254	383	11	0.2	0.2	NUM
epaa-7254	383	12	%	%	NOUN
epaa-7254	383	13	)	)	PUNCT
epaa-7254	384	1	*	*	PUNCT
epaa-7254	384	2	*	*	PUNCT
epaa-7254	384	3	*	*	PUNCT
epaa-7254	384	4	−0.5	−0.5	NUM
epaa-7254	384	5	%	%	NOUN
epaa-7254	384	6	(	(	PUNCT
epaa-7254	384	7	0.2	0.2	NUM
epaa-7254	384	8	%	%	NOUN
epaa-7254	384	9	)	)	PUNCT
epaa-7254	385	1	*	*	PUNCT
epaa-7254	385	2	*	*	PUNCT
epaa-7254	385	3	*	*	PUNCT
epaa-7254	385	4	lep	lep	PROPN
epaa-7254	385	5	biology	biology	NOUN
epaa-7254	385	6	4.0	4.0	NUM
epaa-7254	385	7	%	%	NOUN
epaa-7254	385	8	1.9	1.9	NUM
epaa-7254	385	9	%	%	NOUN
epaa-7254	385	10	(	(	PUNCT
epaa-7254	385	11	0.3	0.3	NUM
epaa-7254	385	12	%	%	NOUN
epaa-7254	385	13	)	)	PUNCT
epaa-7254	386	1	*	*	PUNCT
epaa-7254	387	1	*	*	PUNCT
epaa-7254	387	2	*	*	PUNCT
epaa-7254	387	3	1.0	1.0	NUM
epaa-7254	387	4	%	%	NOUN
epaa-7254	387	5	(	(	PUNCT
epaa-7254	387	6	0.3	0.3	NUM
epaa-7254	387	7	%	%	NOUN
epaa-7254	387	8	)	)	PUNCT
epaa-7254	388	1	*	*	PUNCT
epaa-7254	388	2	*	*	PUNCT
epaa-7254	388	3	asian	asian	ADJ
epaa-7254	388	4	biology	biology	NOUN
epaa-7254	388	5	6.3	6.3	NUM
epaa-7254	388	6	%	%	NOUN
epaa-7254	388	7	−2.5	−2.5	NUM
epaa-7254	388	8	%	%	NOUN
epaa-7254	388	9	(	(	PUNCT
epaa-7254	388	10	0.3	0.3	NUM
epaa-7254	388	11	%	%	NOUN
epaa-7254	388	12	)	)	PUNCT
epaa-7254	389	1	*	*	PUNCT
epaa-7254	389	2	*	*	PUNCT
epaa-7254	389	3	*	*	PUNCT
epaa-7254	389	4	−0.8	−0.8	ADJ
epaa-7254	389	5	%	%	NOUN
epaa-7254	389	6	(	(	PUNCT
epaa-7254	389	7	0.3	0.3	NUM
epaa-7254	389	8	%	%	NOUN
epaa-7254	389	9	)	)	PUNCT
epaa-7254	390	1	*	*	PUNCT
epaa-7254	390	2	*	*	PUNCT
epaa-7254	390	3	*	*	PUNCT
epaa-7254	390	4	black	black	ADJ
epaa-7254	390	5	biology	biology	NOUN
epaa-7254	390	6	16.7	16.7	NUM
epaa-7254	390	7	%	%	NOUN
epaa-7254	390	8	1.0	1.0	NUM
epaa-7254	390	9	%	%	NOUN
epaa-7254	390	10	(	(	PUNCT
epaa-7254	390	11	0.5	0.5	NUM
epaa-7254	390	12	%	%	NOUN
epaa-7254	390	13	)	)	PUNCT
epaa-7254	390	14	*	*	PUNCT
epaa-7254	390	15	1.8	1.8	NUM
epaa-7254	390	16	%	%	NOUN
epaa-7254	390	17	(	(	PUNCT
epaa-7254	390	18	0.4	0.4	NUM
epaa-7254	390	19	%	%	NOUN
epaa-7254	390	20	)	)	PUNCT
epaa-7254	391	1	*	*	PUNCT
epaa-7254	391	2	*	*	PUNCT
epaa-7254	391	3	*	*	PUNCT
epaa-7254	391	4	hispanic	hispanic	ADJ
epaa-7254	391	5	biology	biology	NOUN
epaa-7254	391	6	52.7	52.7	NUM
epaa-7254	391	7	%	%	NOUN
epaa-7254	391	8	4.6	4.6	NUM
epaa-7254	391	9	%	%	NOUN
epaa-7254	391	10	(	(	PUNCT
epaa-7254	391	11	0.7	0.7	NUM
epaa-7254	391	12	%	%	NOUN
epaa-7254	391	13	)	)	PUNCT
epaa-7254	392	1	*	*	PUNCT
epaa-7254	393	1	*	*	PUNCT
epaa-7254	393	2	*	*	PUNCT
epaa-7254	393	3	3.5	3.5	NUM
epaa-7254	393	4	%	%	NOUN
epaa-7254	393	5	(	(	PUNCT
epaa-7254	393	6	0.6	0.6	NUM
epaa-7254	393	7	%	%	NOUN
epaa-7254	393	8	)	)	PUNCT
epaa-7254	394	1	*	*	PUNCT
epaa-7254	394	2	*	*	PUNCT
epaa-7254	394	3	*	*	PUNCT
epaa-7254	394	4	white	white	ADJ
epaa-7254	394	5	biology	biology	NOUN
epaa-7254	394	6	21.8	21.8	NUM
epaa-7254	394	7	%	%	NOUN
epaa-7254	394	8	−2.6	−2.6	NUM
epaa-7254	394	9	%	%	NOUN
epaa-7254	394	10	(	(	PUNCT
epaa-7254	394	11	0.6	0.6	NUM
epaa-7254	394	12	%	%	NOUN
epaa-7254	394	13	)	)	PUNCT
epaa-7254	395	1	*	*	PUNCT
epaa-7254	395	2	*	*	PUNCT
epaa-7254	395	3	*	*	PUNCT
epaa-7254	395	4	−3.7	−3.7	NOUN
epaa-7254	395	5	%	%	NOUN
epaa-7254	395	6	(	(	PUNCT
epaa-7254	395	7	0.5	0.5	NUM
epaa-7254	395	8	%	%	NOUN
epaa-7254	395	9	)	)	PUNCT
epaa-7254	396	1	*	*	PUNCT
epaa-7254	397	1	*	*	PUNCT
epaa-7254	397	2	*	*	PUNCT
epaa-7254	397	3	*	*	PUNCT
epaa-7254	397	4	p<.05	p<.05	NOUN
epaa-7254	397	5	,	,	PUNCT
epaa-7254	397	6	*	*	PUNCT
epaa-7254	397	7	*	*	PUNCT
epaa-7254	397	8	p<.01	p<.01	VERB
epaa-7254	397	9	,	,	PUNCT
epaa-7254	397	10	*	*	PUNCT
epaa-7254	397	11	*	*	PUNCT
epaa-7254	397	12	*	*	PUNCT
epaa-7254	397	13	p<.001	p<.001	NOUN
epaa-7254	397	14	methods	method	NOUN
epaa-7254	397	15	:	:	PUNCT
epaa-7254	397	16	student	student	NOUN
epaa-7254	397	17	learning	learning	NOUN
epaa-7254	397	18	in	in	ADP
epaa-7254	397	19	classrooms	classroom	NOUN
epaa-7254	397	20	of	of	ADP
epaa-7254	397	21	texas	texas	PROPN
epaa-7254	397	22	noyce	noyce	PROPN
epaa-7254	397	23	graduates	graduate	VERB
epaa-7254	397	24	now	now	ADV
epaa-7254	397	25	we	we	PRON
epaa-7254	397	26	turn	turn	VERB
epaa-7254	397	27	to	to	ADP
epaa-7254	397	28	the	the	DET
epaa-7254	397	29	question	question	NOUN
epaa-7254	397	30	of	of	ADP
epaa-7254	397	31	student	student	NOUN
epaa-7254	397	32	learning	learning	NOUN
epaa-7254	397	33	in	in	ADP
epaa-7254	397	34	the	the	DET
epaa-7254	397	35	classrooms	classroom	NOUN
epaa-7254	397	36	of	of	ADP
epaa-7254	397	37	noyce	noyce	PROPN
epaa-7254	397	38	scholars	scholars	PROPN
epaa-7254	397	39	.	.	PUNCT
epaa-7254	398	1	we	we	PRON
epaa-7254	398	2	computed	compute	VERB
epaa-7254	398	3	value	value	NOUN
epaa-7254	398	4	-	-	PUNCT
epaa-7254	398	5	added	add	VERB
epaa-7254	398	6	estimates	estimate	NOUN
epaa-7254	398	7	using	use	VERB
epaa-7254	398	8	lmer	lmer	NOUN
epaa-7254	398	9	in	in	ADP
epaa-7254	398	10	r	r	NOUN
epaa-7254	398	11	(	(	PUNCT
epaa-7254	398	12	bolker	bolker	PROPN
epaa-7254	398	13	et	et	PROPN
epaa-7254	398	14	al	al	PROPN
epaa-7254	398	15	.	.	PROPN
epaa-7254	398	16	,	,	PUNCT
epaa-7254	398	17	2016	2016	NUM
epaa-7254	398	18	)	)	PUNCT
epaa-7254	398	19	,	,	PUNCT
epaa-7254	398	20	as	as	SCONJ
epaa-7254	398	21	shown	show	VERB
epaa-7254	398	22	in	in	ADP
epaa-7254	398	23	equation	equation	NOUN
epaa-7254	398	24	(	(	PUNCT
epaa-7254	398	25	2	2	NUM
epaa-7254	398	26	)	)	PUNCT
epaa-7254	398	27	.	.	PUNCT
epaa-7254	399	1	at	at	ADP
epaa-7254	399	2	noyce	noyce	PROPN
epaa-7254	399	3	outcomes	outcome	NOUN
epaa-7254	399	4	in	in	ADP
epaa-7254	399	5	texas	texas	PROPN
epaa-7254	399	6	19	19	NUM
epaa-7254	399	7	the	the	DET
epaa-7254	399	8	top	top	ADJ
epaa-7254	399	9	level	level	NOUN
epaa-7254	399	10	,	,	PUNCT
epaa-7254	399	11	𝐴𝑖𝑡	𝐴𝑖𝑡	PROPN
epaa-7254	399	12	is	be	AUX
epaa-7254	399	13	the	the	DET
epaa-7254	399	14	score	score	NOUN
epaa-7254	399	15	of	of	ADP
epaa-7254	399	16	student	student	NOUN
epaa-7254	399	17	𝑖	𝑖	NOUN
epaa-7254	399	18	in	in	ADP
epaa-7254	399	19	some	some	DET
epaa-7254	399	20	year	year	NOUN
epaa-7254	399	21	and	and	CCONJ
epaa-7254	399	22	𝐴𝑖,𝑡−1	𝐴𝑖,𝑡−1	PROPN
epaa-7254	399	23	is	be	AUX
epaa-7254	399	24	the	the	DET
epaa-7254	399	25	same	same	ADJ
epaa-7254	399	26	student	student	NOUN
epaa-7254	399	27	’s	’s	PART
epaa-7254	399	28	score	score	NOUN
epaa-7254	399	29	on	on	ADP
epaa-7254	399	30	the	the	DET
epaa-7254	399	31	exam	exam	NOUN
epaa-7254	399	32	in	in	ADP
epaa-7254	399	33	the	the	DET
epaa-7254	399	34	same	same	ADJ
epaa-7254	399	35	subject	subject	NOUN
epaa-7254	399	36	the	the	DET
epaa-7254	399	37	previous	previous	ADJ
epaa-7254	399	38	year	year	NOUN
epaa-7254	399	39	𝑡	𝑡	ADP
epaa-7254	399	40	−	−	NOUN
epaa-7254	399	41	1	1	NUM
epaa-7254	399	42	in	in	ADP
epaa-7254	399	43	a	a	DET
epaa-7254	399	44	cubic	cubic	ADJ
epaa-7254	399	45	polynomial	polynomial	NOUN
epaa-7254	399	46	.	.	PUNCT
epaa-7254	400	1	when	when	SCONJ
epaa-7254	400	2	inserted	insert	VERB
epaa-7254	400	3	into	into	ADP
epaa-7254	400	4	the	the	DET
epaa-7254	400	5	model	model	NOUN
epaa-7254	400	6	,	,	PUNCT
epaa-7254	400	7	each	each	DET
epaa-7254	400	8	score	score	NOUN
epaa-7254	400	9	is	be	AUX
epaa-7254	400	10	always	always	ADV
epaa-7254	400	11	normalized	normalize	VERB
epaa-7254	400	12	by	by	ADP
epaa-7254	400	13	the	the	DET
epaa-7254	400	14	maximum	maximum	ADJ
epaa-7254	400	15	score	score	NOUN
epaa-7254	400	16	,	,	PUNCT
epaa-7254	400	17	so	so	SCONJ
epaa-7254	400	18	it	it	PRON
epaa-7254	400	19	lies	lie	VERB
epaa-7254	400	20	in	in	ADP
epaa-7254	400	21	the	the	DET
epaa-7254	400	22	interval	interval	NOUN
epaa-7254	400	23	[	[	X
epaa-7254	400	24	0,1	0,1	NUM
epaa-7254	400	25	]	]	PUNCT
epaa-7254	400	26	.	.	PUNCT
epaa-7254	401	1	we	we	PRON
epaa-7254	401	2	use	use	VERB
epaa-7254	401	3	normalized	normalize	VERB
epaa-7254	401	4	raw	raw	ADJ
epaa-7254	401	5	score	score	NOUN
epaa-7254	401	6	rather	rather	ADV
epaa-7254	401	7	than	than	ADP
epaa-7254	401	8	a	a	DET
epaa-7254	401	9	state	state	NOUN
epaa-7254	401	10	-	-	PUNCT
epaa-7254	401	11	supplied	supply	VERB
epaa-7254	401	12	scaled	scale	VERB
epaa-7254	401	13	score	score	NOUN
epaa-7254	401	14	for	for	ADP
epaa-7254	401	15	reasons	reason	NOUN
epaa-7254	401	16	described	describe	VERB
epaa-7254	401	17	in	in	ADP
epaa-7254	401	18	(	(	PUNCT
epaa-7254	401	19	bendinelli	bendinelli	PROPN
epaa-7254	401	20	&	&	CCONJ
epaa-7254	401	21	marder	marder	PROPN
epaa-7254	401	22	,	,	PUNCT
epaa-7254	401	23	2012	2012	NUM
epaa-7254	401	24	)	)	PUNCT
epaa-7254	401	25	.	.	PUNCT
epaa-7254	402	1	teacher	teacher	NOUN
epaa-7254	402	2	𝑗	𝑗	PROPN
epaa-7254	402	3	of	of	ADP
epaa-7254	402	4	student	student	NOUN
epaa-7254	402	5	𝑖	𝑖	PROPN
epaa-7254	402	6	contributes	contribute	VERB
epaa-7254	402	7	through	through	ADP
epaa-7254	402	8	the	the	DET
epaa-7254	402	9	random	random	ADJ
epaa-7254	402	10	intercept	intercept	NOUN
epaa-7254	402	11	𝑇𝑗.	𝑇𝑗.	PROPN
epaa-7254	402	12	by	by	ADP
epaa-7254	402	13	modeling	model	VERB
epaa-7254	402	14	the	the	DET
epaa-7254	402	15	teacher	teacher	NOUN
epaa-7254	402	16	in	in	ADP
epaa-7254	402	17	this	this	DET
epaa-7254	402	18	way	way	NOUN
epaa-7254	402	19	,	,	PUNCT
epaa-7254	402	20	each	each	DET
epaa-7254	402	21	teacher	teacher	NOUN
epaa-7254	402	22	should	should	AUX
epaa-7254	402	23	contribute	contribute	VERB
epaa-7254	402	24	equally	equally	ADV
epaa-7254	402	25	to	to	ADP
epaa-7254	402	26	the	the	DET
epaa-7254	402	27	estimate	estimate	NOUN
epaa-7254	402	28	of	of	ADP
epaa-7254	402	29	the	the	DET
epaa-7254	402	30	effect	effect	NOUN
epaa-7254	402	31	of	of	ADP
epaa-7254	402	32	their	their	PRON
epaa-7254	402	33	pathway	pathway	NOUN
epaa-7254	402	34	to	to	ADP
epaa-7254	402	35	teaching	teaching	NOUN
epaa-7254	402	36	(	(	PUNCT
epaa-7254	402	37	koedel	koedel	NOUN
epaa-7254	402	38	,	,	PUNCT
epaa-7254	402	39	parsons	parson	NOUN
epaa-7254	402	40	et	et	PROPN
epaa-7254	402	41	al	al	PROPN
epaa-7254	402	42	.	.	PROPN
epaa-7254	402	43	,	,	PUNCT
epaa-7254	402	44	2015	2015	NUM
epaa-7254	402	45	)	)	PUNCT
epaa-7254	402	46	.	.	PUNCT
epaa-7254	403	1	the	the	DET
epaa-7254	403	2	campus	campus	NOUN
epaa-7254	403	3	𝑘	𝑘	PART
epaa-7254	403	4	contributes	contribute	VERB
epaa-7254	403	5	random	random	ADJ
epaa-7254	403	6	intercept	intercept	NOUN
epaa-7254	403	7	𝐶𝑘	𝐶𝑘	PROPN
epaa-7254	403	8	as	as	SCONJ
epaa-7254	403	9	does	do	VERB
epaa-7254	403	10	the	the	DET
epaa-7254	403	11	class	class	NOUN
epaa-7254	403	12	𝑛	𝑛	PROPN
epaa-7254	403	13	through	through	ADP
epaa-7254	403	14	class𝑛	class𝑛	NOUN
epaa-7254	403	15	.	.	PUNCT
epaa-7254	404	1	coefficients	coefficient	NOUN
epaa-7254	404	2	for	for	ADP
epaa-7254	404	3	student	student	NOUN
epaa-7254	404	4	-	-	PUNCT
epaa-7254	404	5	level	level	NOUN
epaa-7254	404	6	demographic	demographic	ADJ
epaa-7254	404	7	factors	factor	NOUN
epaa-7254	404	8	𝑋𝑖	𝑋𝑖	NOUN
epaa-7254	404	9	range	range	NOUN
epaa-7254	404	10	over	over	ADP
epaa-7254	404	11	gifted	gifted	ADJ
epaa-7254	404	12	,	,	PUNCT
epaa-7254	404	13	racial	racial	ADJ
epaa-7254	404	14	and	and	CCONJ
epaa-7254	404	15	ethnic	ethnic	ADJ
epaa-7254	404	16	groups	group	NOUN
epaa-7254	404	17	,	,	PUNCT
epaa-7254	404	18	limited	limited	ADJ
epaa-7254	404	19	english	english	ADJ
epaa-7254	404	20	proficiency	proficiency	NOUN
epaa-7254	404	21	(	(	PUNCT
epaa-7254	404	22	lep	lep	PROPN
epaa-7254	404	23	)	)	PUNCT
epaa-7254	404	24	,	,	PUNCT
epaa-7254	404	25	free	free	ADJ
epaa-7254	404	26	/	/	SYM
epaa-7254	404	27	reduced	reduced	ADJ
epaa-7254	404	28	lunch	lunch	NOUN
epaa-7254	404	29	eligibility	eligibility	NOUN
epaa-7254	404	30	(	(	PUNCT
epaa-7254	404	31	ecodis	ecodis	PROPN
epaa-7254	404	32	)	)	PUNCT
epaa-7254	404	33	,	,	PUNCT
epaa-7254	404	34	and	and	CCONJ
epaa-7254	404	35	special	special	ADJ
epaa-7254	404	36	education	education	NOUN
epaa-7254	404	37	.	.	PUNCT
epaa-7254	405	1	classroom	classroom	NOUN
epaa-7254	405	2	characteristics	characteristic	NOUN
epaa-7254	405	3	𝑍𝑛	𝑍𝑛	PROPN
epaa-7254	405	4	are	be	AUX
epaa-7254	405	5	classroom	classroom	NOUN
epaa-7254	405	6	averages	average	NOUN
epaa-7254	405	7	of	of	ADP
epaa-7254	405	8	these	these	DET
epaa-7254	405	9	same	same	ADJ
epaa-7254	405	10	quantities	quantity	NOUN
epaa-7254	405	11	(	(	PUNCT
epaa-7254	405	12	chetty	chetty	VERB
epaa-7254	405	13	et	et	PROPN
epaa-7254	405	14	al	al	PROPN
epaa-7254	405	15	.	.	PROPN
epaa-7254	405	16	,	,	PUNCT
epaa-7254	405	17	2014a	2014a	NUM
epaa-7254	405	18	;	;	PUNCT
epaa-7254	405	19	j.	j.	PROPN
epaa-7254	405	20	n.	n.	PROPN
epaa-7254	405	21	friedman	friedman	PROPN
epaa-7254	405	22	et	et	PROPN
epaa-7254	405	23	al	al	PROPN
epaa-7254	405	24	.	.	PROPN
epaa-7254	405	25	,	,	PUNCT
epaa-7254	405	26	2014	2014	NUM
epaa-7254	405	27	)	)	PUNCT
epaa-7254	405	28	.	.	PUNCT
epaa-7254	406	1	we	we	PRON
epaa-7254	406	2	modeled	model	VERB
epaa-7254	406	3	the	the	DET
epaa-7254	406	4	influence	influence	NOUN
epaa-7254	406	5	of	of	ADP
epaa-7254	406	6	tracking	tracking	NOUN
epaa-7254	406	7	,	,	PUNCT
epaa-7254	406	8	as	as	SCONJ
epaa-7254	406	9	recommended	recommend	VERB
epaa-7254	406	10	by	by	ADP
epaa-7254	406	11	jackson	jackson	PROPN
epaa-7254	406	12	(	(	PUNCT
epaa-7254	406	13	2014	2014	NUM
epaa-7254	406	14	)	)	PUNCT
epaa-7254	406	15	.	.	PUNCT
epaa-7254	407	1	the	the	DET
epaa-7254	407	2	most	most	ADV
epaa-7254	407	3	important	important	ADJ
epaa-7254	407	4	form	form	NOUN
epaa-7254	407	5	of	of	ADP
epaa-7254	407	6	student	student	NOUN
epaa-7254	407	7	tracking	tracking	NOUN
epaa-7254	407	8	in	in	ADP
epaa-7254	407	9	texas	texas	PROPN
epaa-7254	407	10	is	be	AUX
epaa-7254	407	11	placing	place	VERB
epaa-7254	407	12	students	student	NOUN
epaa-7254	407	13	in	in	ADP
epaa-7254	407	14	algebra	algebra	NOUN
epaa-7254	407	15	i	i	PRON
epaa-7254	407	16	in	in	ADP
epaa-7254	407	17	eighth	eighth	ADJ
epaa-7254	407	18	-	-	PUNCT
epaa-7254	407	19	grade	grade	NOUN
epaa-7254	407	20	.	.	PUNCT
epaa-7254	408	1	to	to	PART
epaa-7254	408	2	control	control	VERB
epaa-7254	408	3	for	for	ADP
epaa-7254	408	4	this	this	PRON
epaa-7254	408	5	,	,	PUNCT
epaa-7254	408	6	we	we	PRON
epaa-7254	408	7	removed	remove	VERB
epaa-7254	408	8	students	student	NOUN
epaa-7254	408	9	enrolled	enrol	VERB
epaa-7254	408	10	in	in	ADP
epaa-7254	408	11	algebra	algebra	NOUN
epaa-7254	408	12	1	1	NUM
epaa-7254	408	13	during	during	ADP
epaa-7254	408	14	their	their	PRON
epaa-7254	408	15	eighth	eighth	ADJ
epaa-7254	408	16	-	-	PUNCT
epaa-7254	408	17	grade	grade	NOUN
epaa-7254	408	18	year	year	NOUN
epaa-7254	408	19	from	from	ADP
epaa-7254	408	20	our	our	PRON
epaa-7254	408	21	study	study	NOUN
epaa-7254	408	22	of	of	ADP
epaa-7254	408	23	mathematics	mathematic	NOUN
epaa-7254	408	24	and	and	CCONJ
epaa-7254	408	25	created	create	VERB
epaa-7254	408	26	a	a	DET
epaa-7254	408	27	flag	flag	NOUN
epaa-7254	408	28	for	for	ADP
epaa-7254	408	29	them	they	PRON
epaa-7254	408	30	when	when	SCONJ
epaa-7254	408	31	modeling	model	VERB
epaa-7254	408	32	biology	biology	NOUN
epaa-7254	408	33	.	.	PUNCT
epaa-7254	409	1	we	we	PRON
epaa-7254	409	2	include	include	VERB
epaa-7254	409	3	a	a	DET
epaa-7254	409	4	variable	variable	ADJ
epaa-7254	409	5	𝐸	𝐸	NOUN
epaa-7254	409	6	to	to	PART
epaa-7254	409	7	control	control	VERB
epaa-7254	409	8	for	for	ADP
epaa-7254	409	9	teacher	teacher	NOUN
epaa-7254	409	10	years	year	NOUN
epaa-7254	409	11	of	of	ADP
epaa-7254	409	12	experience	experience	NOUN
epaa-7254	409	13	,	,	PUNCT
epaa-7254	409	14	assuming	assume	VERB
epaa-7254	409	15	binned	bin	VERB
epaa-7254	409	16	values	value	NOUN
epaa-7254	409	17	of	of	ADP
epaa-7254	409	18	0	0	NUM
epaa-7254	409	19	-	-	SYM
epaa-7254	409	20	4	4	NUM
epaa-7254	409	21	,	,	PUNCT
epaa-7254	409	22	4	4	NUM
epaa-7254	409	23	-	-	SYM
epaa-7254	409	24	10	10	NUM
epaa-7254	409	25	,	,	PUNCT
epaa-7254	409	26	and	and	CCONJ
epaa-7254	409	27	10	10	NUM
epaa-7254	409	28	-	-	SYM
epaa-7254	409	29	20	20	NUM
epaa-7254	409	30	years	year	NOUN
epaa-7254	409	31	of	of	ADP
epaa-7254	409	32	experience	experience	NOUN
epaa-7254	409	33	.	.	PUNCT
epaa-7254	410	1	we	we	PRON
epaa-7254	410	2	employed	employ	VERB
epaa-7254	410	3	some	some	DET
epaa-7254	410	4	additional	additional	ADJ
epaa-7254	410	5	variables	variable	NOUN
epaa-7254	410	6	with	with	ADP
epaa-7254	410	7	information	information	NOUN
epaa-7254	410	8	about	about	ADP
epaa-7254	410	9	the	the	DET
epaa-7254	410	10	teachers	teacher	NOUN
epaa-7254	410	11	.	.	PUNCT
epaa-7254	411	1	a	a	DET
epaa-7254	411	2	variable	variable	ADJ
epaa-7254	411	3	stdcert	stdcert	NOUN
epaa-7254	411	4	marks	mark	NOUN
epaa-7254	411	5	standard	standard	ADJ
epaa-7254	411	6	as	as	SCONJ
epaa-7254	411	7	opposed	oppose	VERB
epaa-7254	411	8	to	to	ADP
epaa-7254	411	9	alternative	alternative	ADJ
epaa-7254	411	10	teacher	teacher	NOUN
epaa-7254	411	11	certification	certification	NOUN
epaa-7254	411	12	.	.	PUNCT
epaa-7254	412	1	we	we	PRON
epaa-7254	412	2	had	have	AUX
epaa-7254	412	3	available	available	ADJ
epaa-7254	412	4	the	the	DET
epaa-7254	412	5	undergraduate	undergraduate	ADJ
epaa-7254	412	6	grade	grade	NOUN
epaa-7254	412	7	point	point	NOUN
epaa-7254	412	8	average	average	NOUN
epaa-7254	412	9	(	(	PUNCT
epaa-7254	412	10	gpa	gpa	PROPN
epaa-7254	412	11	)	)	PUNCT
epaa-7254	412	12	of	of	ADP
epaa-7254	412	13	the	the	DET
epaa-7254	412	14	teachers	teacher	NOUN
epaa-7254	412	15	as	as	ADV
epaa-7254	412	16	well	well	ADV
epaa-7254	412	17	as	as	ADP
epaa-7254	412	18	their	their	PRON
epaa-7254	412	19	major	major	NOUN
epaa-7254	412	20	.	.	PUNCT
epaa-7254	413	1	the	the	DET
epaa-7254	413	2	main	main	ADJ
epaa-7254	413	3	item	item	NOUN
epaa-7254	413	4	of	of	ADP
epaa-7254	413	5	interest	interest	NOUN
epaa-7254	413	6	,	,	PUNCT
epaa-7254	413	7	certification	certification	NOUN
epaa-7254	413	8	pathway	pathway	NOUN
epaa-7254	413	9	noyce	noyce	PROPN
epaa-7254	413	10	for	for	ADP
epaa-7254	413	11	teacher	teacher	NOUN
epaa-7254	413	12	𝑗	𝑗	PROPN
epaa-7254	413	13	of	of	ADP
epaa-7254	413	14	student	student	NOUN
epaa-7254	413	15	𝑖	𝑖	PROPN
epaa-7254	413	16	,	,	PUNCT
epaa-7254	413	17	enters	enter	VERB
epaa-7254	413	18	as	as	ADP
epaa-7254	413	19	a	a	DET
epaa-7254	413	20	fixed	fix	VERB
epaa-7254	413	21	effect	effect	NOUN
epaa-7254	413	22	.	.	PUNCT
epaa-7254	414	1	the	the	DET
epaa-7254	414	2	computation	computation	NOUN
epaa-7254	414	3	includes	include	VERB
epaa-7254	414	4	data	datum	NOUN
epaa-7254	414	5	for	for	ADP
epaa-7254	414	6	years	year	NOUN
epaa-7254	414	7	𝑡	𝑡	PROPN
epaa-7254	414	8	from	from	ADP
epaa-7254	414	9	2012	2012	NUM
epaa-7254	414	10	through	through	ADP
epaa-7254	414	11	2018	2018	NUM
epaa-7254	414	12	.	.	PUNCT
epaa-7254	415	1	finally	finally	ADV
epaa-7254	415	2	,	,	PUNCT
epaa-7254	415	3	the	the	DET
epaa-7254	415	4	second	second	ADJ
epaa-7254	415	5	level	level	NOUN
epaa-7254	415	6	of	of	ADP
epaa-7254	415	7	the	the	DET
epaa-7254	415	8	model	model	NOUN
epaa-7254	415	9	has	have	VERB
epaa-7254	415	10	random	random	ADJ
epaa-7254	415	11	intercepts	intercept	NOUN
epaa-7254	415	12	for	for	ADP
epaa-7254	415	13	teacher	teacher	NOUN
epaa-7254	415	14	t	t	PROPN
epaa-7254	415	15	,	,	PUNCT
epaa-7254	415	16	campus	campus	NOUN
epaa-7254	415	17	c	c	NOUN
epaa-7254	415	18	,	,	PUNCT
epaa-7254	415	19	and	and	CCONJ
epaa-7254	415	20	class	class	NOUN
epaa-7254	415	21	section	section	NOUN
epaa-7254	415	22	class	class	NOUN
epaa-7254	415	23	.	.	PUNCT
epaa-7254	416	1	𝐴𝑖𝑡	𝐴𝑖𝑡	PROPN
epaa-7254	416	2	=	=	PUNCT
epaa-7254	416	3	∑	∑	PUNCT
epaa-7254	416	4	𝜆𝛼𝑡	𝜆𝛼𝑡	PROPN
epaa-7254	416	5	𝐴𝑖,𝑡−1	𝐴𝑖,𝑡−1	PROPN
epaa-7254	416	6	𝛼	𝛼	PROPN
epaa-7254	416	7	3	3	NUM
epaa-7254	416	8	𝛼=1	𝛼=1	PROPN
epaa-7254	416	9	+	+	CCONJ
epaa-7254	416	10	𝑇𝑗𝑡	𝑇𝑗𝑡	PROPN
epaa-7254	416	11	+	+	CCONJ
epaa-7254	416	12	noyce	noyce	PROPN
epaa-7254	416	13	+	+	CCONJ
epaa-7254	416	14	class𝑛𝑡	class𝑛𝑡	ADJ
epaa-7254	416	15	+	+	CCONJ
epaa-7254	416	16	𝛽1𝑋𝑖𝑡	𝛽1𝑋𝑖𝑡	NOUN
epaa-7254	416	17	+	+	CCONJ
epaa-7254	416	18	𝜖𝑖𝑗𝑛𝑡	𝜖𝑖𝑗𝑛𝑡	NOUN
epaa-7254	416	19	(	(	PUNCT
epaa-7254	416	20	2a	2a	NUM
epaa-7254	416	21	)	)	PUNCT
epaa-7254	417	1	𝐴𝑖𝑡	𝐴𝑖𝑡	PROPN
epaa-7254	417	2	=	=	PUNCT
epaa-7254	417	3	∑	∑	PUNCT
epaa-7254	417	4	𝜆𝛼𝑡	𝜆𝛼𝑡	PROPN
epaa-7254	417	5	𝐴𝑖,𝑡−1	𝐴𝑖,𝑡−1	PROPN
epaa-7254	417	6	𝛼	𝛼	PROPN
epaa-7254	417	7	3	3	NUM
epaa-7254	417	8	𝛼=1	𝛼=1	PROPN
epaa-7254	417	9	+	+	CCONJ
epaa-7254	417	10	𝑇𝑗𝑡	𝑇𝑗𝑡	PROPN
epaa-7254	417	11	+	+	CCONJ
epaa-7254	417	12	stdcert	stdcert	NOUN
epaa-7254	417	13	+	+	CCONJ
epaa-7254	417	14	noyce	noyce	NOUN
epaa-7254	417	15	+	+	CCONJ
epaa-7254	418	1	𝐶𝑘𝑡	𝐶𝑘𝑡	PROPN
epaa-7254	418	2	+	+	CCONJ
epaa-7254	418	3	class𝑛𝑡	class𝑛𝑡	ADJ
epaa-7254	418	4	+	+	NUM
epaa-7254	418	5	𝛽1𝑋𝑖𝑡	𝛽1𝑋𝑖𝑡	NOUN
epaa-7254	418	6	+	+	CCONJ
epaa-7254	418	7	𝜖𝑖𝑗𝑘𝑛𝑡	𝜖𝑖𝑗𝑘𝑛𝑡	NOUN
epaa-7254	418	8	(	(	PUNCT
epaa-7254	418	9	2b	2b	NUM
epaa-7254	418	10	)	)	PUNCT
epaa-7254	419	1	𝐴𝑖𝑡	𝐴𝑖𝑡	PROPN
epaa-7254	419	2	=	=	PUNCT
epaa-7254	419	3	∑	∑	PUNCT
epaa-7254	419	4	𝜆𝛼𝑡	𝜆𝛼𝑡	PROPN
epaa-7254	419	5	𝐴𝑖,𝑡−1	𝐴𝑖,𝑡−1	PROPN
epaa-7254	419	6	𝛼	𝛼	PROPN
epaa-7254	419	7	3	3	NUM
epaa-7254	419	8	𝛼=1	𝛼=1	PROPN
epaa-7254	419	9	+	+	CCONJ
epaa-7254	419	10	𝑇𝑗𝑡	𝑇𝑗𝑡	PROPN
epaa-7254	419	11	+	+	CCONJ
epaa-7254	419	12	stdcert	stdcert	NOUN
epaa-7254	419	13	+	+	CCONJ
epaa-7254	419	14	noyce	noyce	NOUN
epaa-7254	419	15	+	+	CCONJ
epaa-7254	419	16	𝐸𝑗𝑡	𝐸𝑗𝑡	PROPN
epaa-7254	419	17	+	+	CCONJ
epaa-7254	419	18	𝐶𝑘𝑡	𝐶𝑘𝑡	PROPN
epaa-7254	419	19	+	+	CCONJ
epaa-7254	419	20	class𝑛𝑡	class𝑛𝑡	ADJ
epaa-7254	419	21	+	+	NUM
epaa-7254	419	22	𝛽1𝑋𝑖𝑡	𝛽1𝑋𝑖𝑡	NOUN
epaa-7254	419	23	+	+	CCONJ
epaa-7254	419	24	𝜖𝑖𝑗𝑘𝑛𝑡	𝜖𝑖𝑗𝑘𝑛𝑡	NOUN
epaa-7254	419	25	(	(	PUNCT
epaa-7254	419	26	2c	2c	NUM
epaa-7254	419	27	)	)	PUNCT
epaa-7254	420	1	𝐴𝑖𝑡	𝐴𝑖𝑡	PROPN
epaa-7254	420	2	=	=	PUNCT
epaa-7254	420	3	∑	∑	PUNCT
epaa-7254	420	4	𝜆𝛼𝑡	𝜆𝛼𝑡	PROPN
epaa-7254	420	5	𝐴𝑖,𝑡−1	𝐴𝑖,𝑡−1	PROPN
epaa-7254	420	6	𝛼	𝛼	PROPN
epaa-7254	420	7	3	3	NUM
epaa-7254	420	8	𝛼=1	𝛼=1	PROPN
epaa-7254	420	9	+	+	CCONJ
epaa-7254	420	10	𝑇𝑗𝑡	𝑇𝑗𝑡	PROPN
epaa-7254	420	11	+	+	CCONJ
epaa-7254	420	12	noyce	noyce	NOUN
epaa-7254	420	13	+	+	CCONJ
epaa-7254	420	14	𝐸𝑗𝑡	𝐸𝑗𝑡	PROPN
epaa-7254	420	15	+	+	CCONJ
epaa-7254	420	16	𝐶𝑘𝑡	𝐶𝑘𝑡	PROPN
epaa-7254	420	17	+	+	CCONJ
epaa-7254	420	18	class𝑛𝑡	class𝑛𝑡	ADJ
epaa-7254	420	19	+	+	CCONJ
epaa-7254	420	20	𝛽1𝑋𝑖𝑡	𝛽1𝑋𝑖𝑡	NOUN
epaa-7254	420	21	+	+	CCONJ
epaa-7254	420	22	𝛽2𝑍𝑛𝑡	𝛽2𝑍𝑛𝑡	NOUN
epaa-7254	420	23	+	+	CCONJ
epaa-7254	420	24	𝜖𝑖𝑗𝑘𝑛𝑡	𝜖𝑖𝑗𝑘𝑛𝑡	NOUN
epaa-7254	420	25	(	(	PUNCT
epaa-7254	420	26	2d	2d	NOUN
epaa-7254	420	27	)	)	PUNCT
epaa-7254	420	28	we	we	PRON
epaa-7254	420	29	computed	compute	VERB
epaa-7254	420	30	the	the	DET
epaa-7254	420	31	estimates	estimate	NOUN
epaa-7254	420	32	while	while	SCONJ
epaa-7254	420	33	progressively	progressively	ADV
epaa-7254	420	34	adding	add	VERB
epaa-7254	420	35	and	and	CCONJ
epaa-7254	420	36	subtracting	subtract	VERB
epaa-7254	420	37	terms	term	NOUN
epaa-7254	420	38	described	describe	VERB
epaa-7254	420	39	above	above	ADV
epaa-7254	420	40	.	.	PUNCT
epaa-7254	421	1	this	this	PRON
epaa-7254	421	2	produced	produce	VERB
epaa-7254	421	3	4	4	NUM
epaa-7254	421	4	models	model	NOUN
epaa-7254	421	5	we	we	PRON
epaa-7254	421	6	describe	describe	VERB
epaa-7254	421	7	in	in	ADP
epaa-7254	421	8	equations	equation	NOUN
epaa-7254	421	9	2a	2a	NUM
epaa-7254	421	10	–	–	PUNCT
epaa-7254	421	11	2d	2d	NOUN
epaa-7254	421	12	.	.	PUNCT
epaa-7254	422	1	we	we	PRON
epaa-7254	422	2	provide	provide	VERB
epaa-7254	422	3	detailed	detailed	ADJ
epaa-7254	422	4	information	information	NOUN
epaa-7254	422	5	from	from	ADP
epaa-7254	422	6	each	each	PRON
epaa-7254	422	7	these	these	DET
epaa-7254	422	8	four	four	NUM
epaa-7254	422	9	models	model	NOUN
epaa-7254	422	10	in	in	ADP
epaa-7254	422	11	tables	table	NOUN
epaa-7254	422	12	5	5	NUM
epaa-7254	422	13	through	through	ADP
epaa-7254	422	14	8	8	NUM
epaa-7254	422	15	.	.	PUNCT
epaa-7254	423	1	the	the	DET
epaa-7254	423	2	four	four	NUM
epaa-7254	423	3	tables	table	NOUN
epaa-7254	423	4	correspond	correspond	VERB
epaa-7254	423	5	to	to	ADP
epaa-7254	423	6	the	the	DET
epaa-7254	423	7	four	four	NUM
epaa-7254	423	8	combinations	combination	NOUN
epaa-7254	423	9	produced	produce	VERB
epaa-7254	423	10	by	by	ADP
epaa-7254	423	11	the	the	DET
epaa-7254	423	12	two	two	NUM
epaa-7254	423	13	disciplines	discipline	NOUN
epaa-7254	423	14	,	,	PUNCT
epaa-7254	423	15	algebra	algebra	NOUN
epaa-7254	423	16	i	i	PRON
epaa-7254	423	17	and	and	CCONJ
epaa-7254	423	18	biology	biology	NOUN
epaa-7254	423	19	,	,	PUNCT
epaa-7254	423	20	and	and	CCONJ
epaa-7254	423	21	the	the	DET
epaa-7254	423	22	two	two	NUM
epaa-7254	423	23	comparison	comparison	NOUN
epaa-7254	423	24	groups	group	NOUN
epaa-7254	423	25	,	,	PUNCT
epaa-7254	423	26	other	other	ADJ
epaa-7254	423	27	teachers	teacher	NOUN
epaa-7254	423	28	teaching	teach	VERB
epaa-7254	423	29	the	the	DET
epaa-7254	423	30	same	same	ADJ
epaa-7254	423	31	course	course	NOUN
epaa-7254	423	32	in	in	ADP
epaa-7254	423	33	the	the	DET
epaa-7254	423	34	same	same	ADJ
epaa-7254	423	35	school	school	NOUN
epaa-7254	423	36	,	,	PUNCT
epaa-7254	423	37	and	and	CCONJ
epaa-7254	423	38	other	other	ADJ
epaa-7254	423	39	teachers	teacher	NOUN
epaa-7254	423	40	teaching	teach	VERB
epaa-7254	423	41	the	the	DET
epaa-7254	423	42	same	same	ADJ
epaa-7254	423	43	course	course	NOUN
epaa-7254	423	44	from	from	ADP
epaa-7254	423	45	the	the	DET
epaa-7254	423	46	same	same	ADJ
epaa-7254	423	47	university	university	NOUN
epaa-7254	423	48	.	.	PUNCT
epaa-7254	424	1	tables	table	NOUN
epaa-7254	424	2	9	9	NUM
epaa-7254	424	3	and	and	CCONJ
epaa-7254	424	4	10	10	NUM
epaa-7254	424	5	contain	contain	VERB
epaa-7254	424	6	again	again	ADV
epaa-7254	424	7	a	a	DET
epaa-7254	424	8	comparison	comparison	NOUN
epaa-7254	424	9	of	of	ADP
epaa-7254	424	10	noyce	noyce	PROPN
epaa-7254	424	11	scholars	scholars	PROPN
epaa-7254	424	12	teaching	teach	VERB
epaa-7254	424	13	algebra	algebra	PROPN
epaa-7254	424	14	i	i	PRON
epaa-7254	424	15	with	with	ADP
epaa-7254	424	16	other	other	ADJ
epaa-7254	424	17	algebra	algebra	NOUN
epaa-7254	424	18	i	i	PRON
epaa-7254	424	19	teachers	teacher	NOUN
epaa-7254	424	20	in	in	ADP
epaa-7254	424	21	the	the	DET
epaa-7254	424	22	same	same	ADJ
epaa-7254	424	23	school	school	NOUN
epaa-7254	424	24	;	;	PUNCT
epaa-7254	424	25	however	however	ADV
epaa-7254	424	26	,	,	PUNCT
epaa-7254	424	27	the	the	DET
epaa-7254	424	28	gpa	gpa	PROPN
epaa-7254	424	29	of	of	ADP
epaa-7254	424	30	the	the	DET
epaa-7254	424	31	teachers	teacher	NOUN
epaa-7254	424	32	is	be	AUX
epaa-7254	424	33	added	add	VERB
epaa-7254	424	34	as	as	ADP
epaa-7254	424	35	a	a	DET
epaa-7254	424	36	factor	factor	NOUN
epaa-7254	424	37	to	to	ADP
epaa-7254	424	38	the	the	DET
epaa-7254	424	39	model	model	NOUN
epaa-7254	424	40	.	.	PUNCT
epaa-7254	425	1	education	education	NOUN
epaa-7254	425	2	policy	policy	NOUN
epaa-7254	425	3	analysis	analysis	NOUN
epaa-7254	425	4	archives	archive	NOUN
epaa-7254	425	5	vol	vol	NOUN
epaa-7254	425	6	.	.	PROPN
epaa-7254	426	1	30	30	NUM
epaa-7254	426	2	no	no	NOUN
epaa-7254	426	3	.	.	NOUN
epaa-7254	427	1	147	147	NUM
epaa-7254	427	2	20	20	NUM
epaa-7254	427	3	table	table	NOUN
epaa-7254	427	4	5	5	NUM
epaa-7254	427	5	algebra	algebra	NOUN
epaa-7254	427	6	i	i	PRON
epaa-7254	427	7	,	,	PUNCT
epaa-7254	427	8	compare	compare	VERB
epaa-7254	427	9	to	to	ADP
epaa-7254	427	10	teachers	teacher	NOUN
epaa-7254	427	11	in	in	ADP
epaa-7254	427	12	same	same	ADJ
epaa-7254	427	13	schools	school	NOUN
epaa-7254	427	14	(	(	PUNCT
epaa-7254	427	15	r5	r5	PROPN
epaa-7254	427	16	)	)	PUNCT
epaa-7254	427	17	.	.	PUNCT
epaa-7254	428	1	standard	standard	ADJ
epaa-7254	428	2	deviation	deviation	NOUN
epaa-7254	428	3	units	unit	NOUN
epaa-7254	428	4	.	.	PUNCT
epaa-7254	429	1	standard	standard	ADJ
epaa-7254	429	2	uncertainty	uncertainty	NOUN
epaa-7254	429	3	in	in	ADP
epaa-7254	429	4	parentheses	parenthesis	NOUN
epaa-7254	429	5	.	.	PUNCT
epaa-7254	430	1	we	we	PRON
epaa-7254	430	2	compare	compare	VERB
epaa-7254	430	3	24	24	NUM
epaa-7254	430	4	noyce	noyce	NOUN
epaa-7254	430	5	teachers	teacher	NOUN
epaa-7254	430	6	with	with	ADP
epaa-7254	430	7	549	549	NUM
epaa-7254	430	8	others	other	NOUN
epaa-7254	430	9	at	at	ADP
epaa-7254	430	10	26	26	NUM
epaa-7254	430	11	campuses	campus	NOUN
epaa-7254	430	12	in	in	ADP
epaa-7254	430	13	6898	6898	NUM
epaa-7254	430	14	classes	class	NOUN
epaa-7254	430	15	with	with	ADP
epaa-7254	430	16	132138	132138	NUM
epaa-7254	430	17	total	total	ADJ
epaa-7254	430	18	students	student	NOUN
epaa-7254	430	19	random	random	ADJ
epaa-7254	430	20	effects	effect	NOUN
epaa-7254	430	21	2a	2a	NUM
epaa-7254	430	22	2b	2b	NUM
epaa-7254	430	23	2c	2c	NUM
epaa-7254	430	24	2d	2d	NOUN
epaa-7254	430	25	campus	campus	NOUN
epaa-7254	430	26	sd	sd	ADP
epaa-7254	430	27	0.22	0.22	NUM
epaa-7254	430	28	0.22	0.22	NUM
epaa-7254	430	29	0.20	0.20	NUM
epaa-7254	430	30	teacher	teacher	NOUN
epaa-7254	430	31	sd	sd	ADP
epaa-7254	430	32	0.27	0.27	NUM
epaa-7254	430	33	0.20	0.20	NUM
epaa-7254	430	34	0.20	0.20	NUM
epaa-7254	430	35	0.20	0.20	NUM
epaa-7254	430	36	class	class	NOUN
epaa-7254	430	37	sd	sd	ADP
epaa-7254	430	38	0.17	0.17	NUM
epaa-7254	430	39	0.17	0.17	NUM
epaa-7254	430	40	0.17	0.17	NUM
epaa-7254	430	41	0.17	0.17	NUM
epaa-7254	430	42	fixed	fix	VERB
epaa-7254	430	43	effects	effect	NOUN
epaa-7254	430	44	noyce	noyce	PROPN
epaa-7254	430	45	0.17	0.17	NUM
epaa-7254	430	46	(	(	PUNCT
epaa-7254	430	47	0.06	0.06	NUM
epaa-7254	430	48	)	)	PUNCT
epaa-7254	430	49	*	*	PUNCT
epaa-7254	431	1	*	*	X
epaa-7254	431	2	0.10	0.10	NUM
epaa-7254	431	3	(	(	PUNCT
epaa-7254	431	4	0.05	0.05	NUM
epaa-7254	431	5	)	)	PUNCT
epaa-7254	431	6	*	*	PUNCT
epaa-7254	431	7	0.10	0.10	NUM
epaa-7254	431	8	(	(	PUNCT
epaa-7254	431	9	0.05	0.05	NUM
epaa-7254	431	10	)	)	PUNCT
epaa-7254	431	11	*	*	PUNCT
epaa-7254	431	12	0.11	0.11	NUM
epaa-7254	431	13	(	(	PUNCT
epaa-7254	431	14	0.05	0.05	NUM
epaa-7254	431	15	)	)	PUNCT
epaa-7254	431	16	*	*	PUNCT
epaa-7254	432	1	stdcert	stdcert	NOUN
epaa-7254	432	2	0.04	0.04	NUM
epaa-7254	432	3	(	(	PUNCT
epaa-7254	432	4	0.02	0.02	NUM
epaa-7254	432	5	)	)	PUNCT
epaa-7254	432	6	0.03	0.03	NUM
epaa-7254	432	7	(	(	PUNCT
epaa-7254	432	8	0.02	0.02	NUM
epaa-7254	432	9	)	)	PUNCT
epaa-7254	432	10	ecodis	ecodi	NOUN
epaa-7254	432	11	−0.05	−0.05	NOUN
epaa-7254	432	12	(	(	PUNCT
epaa-7254	432	13	0.00	0.00	NUM
epaa-7254	432	14	)	)	PUNCT
epaa-7254	432	15	*	*	PUNCT
epaa-7254	433	1	*	*	PUNCT
epaa-7254	433	2	*	*	PUNCT
epaa-7254	433	3	−0.05	−0.05	NOUN
epaa-7254	433	4	(	(	PUNCT
epaa-7254	433	5	0.00	0.00	NUM
epaa-7254	433	6	)	)	PUNCT
epaa-7254	433	7	*	*	PUNCT
epaa-7254	434	1	*	*	PUNCT
epaa-7254	434	2	*	*	PUNCT
epaa-7254	434	3	−0.05	−0.05	NOUN
epaa-7254	434	4	(	(	PUNCT
epaa-7254	434	5	0.00	0.00	NUM
epaa-7254	434	6	)	)	PUNCT
epaa-7254	434	7	*	*	PUNCT
epaa-7254	435	1	*	*	PUNCT
epaa-7254	435	2	*	*	PUNCT
epaa-7254	435	3	−0.05	−0.05	NOUN
epaa-7254	435	4	(	(	PUNCT
epaa-7254	435	5	0.00	0.00	NUM
epaa-7254	435	6	)	)	PUNCT
epaa-7254	436	1	*	*	PUNCT
epaa-7254	436	2	*	*	PUNCT
epaa-7254	436	3	*	*	PUNCT
epaa-7254	436	4	gifted	gifted	ADJ
epaa-7254	436	5	0.22	0.22	NUM
epaa-7254	436	6	(	(	PUNCT
epaa-7254	436	7	0.01	0.01	NUM
epaa-7254	436	8	)	)	PUNCT
epaa-7254	436	9	*	*	PUNCT
epaa-7254	437	1	*	*	PUNCT
epaa-7254	437	2	*	*	PUNCT
epaa-7254	437	3	0.22	0.22	NUM
epaa-7254	437	4	(	(	PUNCT
epaa-7254	437	5	0.01	0.01	NUM
epaa-7254	437	6	)	)	PUNCT
epaa-7254	437	7	*	*	PUNCT
epaa-7254	438	1	*	*	PUNCT
epaa-7254	438	2	*	*	PUNCT
epaa-7254	438	3	0.22	0.22	NUM
epaa-7254	438	4	(	(	PUNCT
epaa-7254	438	5	0.01	0.01	NUM
epaa-7254	438	6	)	)	PUNCT
epaa-7254	438	7	*	*	PUNCT
epaa-7254	439	1	*	*	PUNCT
epaa-7254	439	2	*	*	PUNCT
epaa-7254	439	3	0.21	0.21	NUM
epaa-7254	439	4	(	(	PUNCT
epaa-7254	439	5	0.01	0.01	NUM
epaa-7254	439	6	)	)	PUNCT
epaa-7254	439	7	*	*	PUNCT
epaa-7254	439	8	*	*	PUNCT
epaa-7254	439	9	*	*	PUNCT
epaa-7254	439	10	speced	spece	VERB
epaa-7254	439	11	−0.28	−0.28	INTJ
epaa-7254	439	12	(	(	PUNCT
epaa-7254	439	13	0.01	0.01	NUM
epaa-7254	439	14	)	)	PUNCT
epaa-7254	439	15	*	*	PUNCT
epaa-7254	440	1	*	*	PUNCT
epaa-7254	440	2	*	*	PUNCT
epaa-7254	440	3	−0.29	−0.29	X
epaa-7254	440	4	(	(	PUNCT
epaa-7254	440	5	0.01	0.01	NUM
epaa-7254	440	6	)	)	PUNCT
epaa-7254	440	7	*	*	PUNCT
epaa-7254	441	1	*	*	PUNCT
epaa-7254	441	2	*	*	PUNCT
epaa-7254	441	3	−0.29	−0.29	X
epaa-7254	441	4	(	(	PUNCT
epaa-7254	441	5	0.01	0.01	NUM
epaa-7254	441	6	)	)	PUNCT
epaa-7254	441	7	*	*	PUNCT
epaa-7254	442	1	*	*	PUNCT
epaa-7254	442	2	*	*	PUNCT
epaa-7254	442	3	−0.25	−0.25	INTJ
epaa-7254	442	4	(	(	PUNCT
epaa-7254	442	5	0.01	0.01	NUM
epaa-7254	442	6	)	)	PUNCT
epaa-7254	442	7	*	*	PUNCT
epaa-7254	443	1	*	*	PUNCT
epaa-7254	443	2	*	*	PUNCT
epaa-7254	443	3	lep	lep	PROPN
epaa-7254	443	4	−0.18	−0.18	ADP
epaa-7254	443	5	(	(	PUNCT
epaa-7254	443	6	0.01	0.01	NUM
epaa-7254	443	7	)	)	PUNCT
epaa-7254	443	8	*	*	PUNCT
epaa-7254	444	1	*	*	PUNCT
epaa-7254	444	2	*	*	PUNCT
epaa-7254	444	3	−0.18	−0.18	ADP
epaa-7254	444	4	(	(	PUNCT
epaa-7254	444	5	0.01	0.01	NUM
epaa-7254	444	6	)	)	PUNCT
epaa-7254	444	7	*	*	PUNCT
epaa-7254	445	1	*	*	PUNCT
epaa-7254	445	2	*	*	PUNCT
epaa-7254	445	3	−0.18	−0.18	ADP
epaa-7254	445	4	(	(	PUNCT
epaa-7254	445	5	0.01	0.01	NUM
epaa-7254	445	6	)	)	PUNCT
epaa-7254	445	7	*	*	PUNCT
epaa-7254	446	1	*	*	PUNCT
epaa-7254	446	2	*	*	PUNCT
epaa-7254	446	3	−0.17	−0.17	INTJ
epaa-7254	446	4	(	(	PUNCT
epaa-7254	446	5	0.01	0.01	NUM
epaa-7254	446	6	)	)	PUNCT
epaa-7254	446	7	*	*	PUNCT
epaa-7254	447	1	*	*	PUNCT
epaa-7254	447	2	*	*	PUNCT
epaa-7254	447	3	asian	asian	ADJ
epaa-7254	447	4	0.20	0.20	NUM
epaa-7254	447	5	(	(	PUNCT
epaa-7254	447	6	0.02	0.02	NUM
epaa-7254	447	7	)	)	PUNCT
epaa-7254	448	1	*	*	PUNCT
epaa-7254	449	1	*	*	PUNCT
epaa-7254	449	2	*	*	PUNCT
epaa-7254	449	3	0.19	0.19	NUM
epaa-7254	449	4	(	(	PUNCT
epaa-7254	449	5	0.02	0.02	NUM
epaa-7254	449	6	)	)	PUNCT
epaa-7254	449	7	*	*	PUNCT
epaa-7254	450	1	*	*	PUNCT
epaa-7254	450	2	*	*	PUNCT
epaa-7254	450	3	0.19	0.19	NUM
epaa-7254	450	4	(	(	PUNCT
epaa-7254	450	5	0.02	0.02	NUM
epaa-7254	450	6	)	)	PUNCT
epaa-7254	450	7	*	*	PUNCT
epaa-7254	451	1	*	*	PUNCT
epaa-7254	451	2	*	*	X
epaa-7254	451	3	0.18	0.18	NUM
epaa-7254	451	4	(	(	PUNCT
epaa-7254	451	5	0.02	0.02	NUM
epaa-7254	451	6	)	)	PUNCT
epaa-7254	451	7	*	*	PUNCT
epaa-7254	452	1	*	*	PUNCT
epaa-7254	452	2	*	*	PUNCT
epaa-7254	452	3	black	black	ADJ
epaa-7254	452	4	−0.08	−0.08	NOUN
epaa-7254	452	5	(	(	PUNCT
epaa-7254	452	6	0.02	0.02	NUM
epaa-7254	452	7	)	)	PUNCT
epaa-7254	453	1	*	*	PUNCT
epaa-7254	454	1	*	*	PUNCT
epaa-7254	454	2	*	*	PUNCT
epaa-7254	454	3	−0.08	−0.08	X
epaa-7254	454	4	(	(	PUNCT
epaa-7254	454	5	0.02	0.02	NUM
epaa-7254	454	6	)	)	PUNCT
epaa-7254	454	7	*	*	PUNCT
epaa-7254	455	1	*	*	PUNCT
epaa-7254	455	2	*	*	PUNCT
epaa-7254	455	3	−0.08	−0.08	X
epaa-7254	455	4	(	(	PUNCT
epaa-7254	455	5	0.02	0.02	NUM
epaa-7254	455	6	)	)	PUNCT
epaa-7254	455	7	*	*	PUNCT
epaa-7254	456	1	*	*	PUNCT
epaa-7254	456	2	*	*	PUNCT
epaa-7254	456	3	−0.07	−0.07	X
epaa-7254	456	4	(	(	PUNCT
epaa-7254	456	5	0.02	0.02	NUM
epaa-7254	456	6	)	)	PUNCT
epaa-7254	456	7	*	*	PUNCT
epaa-7254	456	8	*	*	PUNCT
epaa-7254	456	9	*	*	PUNCT
epaa-7254	456	10	hispanic	hispanic	ADJ
epaa-7254	456	11	−0.05	−0.05	NOUN
epaa-7254	456	12	(	(	PUNCT
epaa-7254	456	13	0.02	0.02	NUM
epaa-7254	456	14	)	)	PUNCT
epaa-7254	457	1	*	*	PUNCT
epaa-7254	457	2	*	*	PUNCT
epaa-7254	457	3	−0.05	−0.05	NOUN
epaa-7254	457	4	(	(	PUNCT
epaa-7254	457	5	0.02	0.02	NUM
epaa-7254	457	6	)	)	PUNCT
epaa-7254	457	7	*	*	PUNCT
epaa-7254	457	8	*	*	PUNCT
epaa-7254	457	9	−0.05	−0.05	NOUN
epaa-7254	457	10	(	(	PUNCT
epaa-7254	457	11	0.02	0.02	NUM
epaa-7254	457	12	)	)	PUNCT
epaa-7254	458	1	*	*	PUNCT
epaa-7254	458	2	*	*	PUNCT
epaa-7254	458	3	−0.05	−0.05	NOUN
epaa-7254	458	4	(	(	PUNCT
epaa-7254	458	5	0.02	0.02	NUM
epaa-7254	458	6	)	)	PUNCT
epaa-7254	458	7	*	*	PUNCT
epaa-7254	459	1	*	*	PUNCT
epaa-7254	459	2	white	white	ADJ
epaa-7254	459	3	−0.03	−0.03	NOUN
epaa-7254	459	4	(	(	PUNCT
epaa-7254	459	5	0.02	0.02	NUM
epaa-7254	459	6	)	)	PUNCT
epaa-7254	459	7	−0.03	−0.03	NOUN
epaa-7254	459	8	(	(	PUNCT
epaa-7254	459	9	0.02	0.02	NUM
epaa-7254	459	10	)	)	PUNCT
epaa-7254	459	11	−0.03	−0.03	NOUN
epaa-7254	459	12	(	(	PUNCT
epaa-7254	459	13	0.02	0.02	NUM
epaa-7254	459	14	)	)	PUNCT
epaa-7254	460	1	−0.02	−0.02	INTJ
epaa-7254	460	2	(	(	PUNCT
epaa-7254	460	3	0.02	0.02	NUM
epaa-7254	460	4	)	)	PUNCT
epaa-7254	461	1	aveecodis	aveecodi	VERB
epaa-7254	461	2	−0.01	−0.01	ADV
epaa-7254	461	3	(	(	PUNCT
epaa-7254	461	4	0.03	0.03	NUM
epaa-7254	461	5	)	)	PUNCT
epaa-7254	461	6	avegifted	avegifte	VERB
epaa-7254	461	7	0.26	0.26	NUM
epaa-7254	461	8	(	(	PUNCT
epaa-7254	461	9	0.06	0.06	NUM
epaa-7254	461	10	)	)	PUNCT
epaa-7254	461	11	*	*	PUNCT
epaa-7254	462	1	*	*	PUNCT
epaa-7254	462	2	*	*	PUNCT
epaa-7254	462	3	avespeced	avespeced	ADJ
epaa-7254	462	4	−0.11	−0.11	X
epaa-7254	462	5	(	(	PUNCT
epaa-7254	462	6	0.02	0.02	NUM
epaa-7254	462	7	)	)	PUNCT
epaa-7254	463	1	*	*	PUNCT
epaa-7254	464	1	*	*	PUNCT
epaa-7254	464	2	*	*	VERB
epaa-7254	464	3	avelep	avelep	NOUN
epaa-7254	464	4	−0.05	−0.05	NOUN
epaa-7254	464	5	(	(	PUNCT
epaa-7254	464	6	0.02	0.02	NUM
epaa-7254	464	7	)	)	PUNCT
epaa-7254	464	8	*	*	PUNCT
epaa-7254	465	1	*	*	PUNCT
epaa-7254	465	2	aveasian	aveasian	ADJ
epaa-7254	465	3	0.40	0.40	NUM
epaa-7254	465	4	(	(	PUNCT
epaa-7254	465	5	0.09	0.09	NUM
epaa-7254	465	6	)	)	PUNCT
epaa-7254	465	7	*	*	PUNCT
epaa-7254	466	1	*	*	PUNCT
epaa-7254	466	2	*	*	PUNCT
epaa-7254	466	3	aveblack	aveblack	NOUN
epaa-7254	466	4	−0.05	−0.05	NOUN
epaa-7254	466	5	(	(	PUNCT
epaa-7254	466	6	0.05	0.05	NUM
epaa-7254	466	7	)	)	PUNCT
epaa-7254	466	8	avehispanic	avehispanic	ADJ
epaa-7254	466	9	−0.01	−0.01	ADJ
epaa-7254	466	10	(	(	PUNCT
epaa-7254	466	11	0.04	0.04	NUM
epaa-7254	466	12	)	)	PUNCT
epaa-7254	466	13	avewhite	avewhite	NOUN
epaa-7254	466	14	tracked	track	VERB
epaa-7254	466	15	yrs	yr	NOUN
epaa-7254	466	16	:	:	PUNCT
epaa-7254	466	17	4	4	NUM
epaa-7254	466	18	-	-	SYM
epaa-7254	466	19	10	10	NUM
epaa-7254	466	20	0.03	0.03	NUM
epaa-7254	466	21	(	(	PUNCT
epaa-7254	466	22	0.01	0.01	NUM
epaa-7254	466	23	)	)	PUNCT
epaa-7254	466	24	*	*	PUNCT
epaa-7254	466	25	0.03	0.03	NUM
epaa-7254	466	26	(	(	PUNCT
epaa-7254	466	27	0.01	0.01	NUM
epaa-7254	466	28	)	)	PUNCT
epaa-7254	466	29	*	*	PUNCT
epaa-7254	467	1	yrs	yr	NOUN
epaa-7254	467	2	:	:	PUNCT
epaa-7254	467	3	11	11	NUM
epaa-7254	467	4	-	-	SYM
epaa-7254	467	5	20	20	NUM
epaa-7254	467	6	0.04	0.04	NUM
epaa-7254	467	7	(	(	PUNCT
epaa-7254	467	8	0.02	0.02	NUM
epaa-7254	467	9	)	)	PUNCT
epaa-7254	467	10	𝜆1(2012	𝜆1(2012	NOUN
epaa-7254	467	11	)	)	PUNCT
epaa-7254	467	12	2.19	2.19	NUM
epaa-7254	467	13	(	(	PUNCT
epaa-7254	467	14	0.34	0.34	NUM
epaa-7254	467	15	)	)	PUNCT
epaa-7254	467	16	*	*	PUNCT
epaa-7254	468	1	*	*	PUNCT
epaa-7254	468	2	*	*	PUNCT
epaa-7254	468	3	2.20	2.20	NUM
epaa-7254	468	4	(	(	PUNCT
epaa-7254	468	5	0.34	0.34	NUM
epaa-7254	468	6	)	)	PUNCT
epaa-7254	468	7	*	*	PUNCT
epaa-7254	469	1	*	*	PUNCT
epaa-7254	469	2	*	*	X
epaa-7254	469	3	2.23	2.23	NUM
epaa-7254	469	4	(	(	PUNCT
epaa-7254	469	5	0.34	0.34	NUM
epaa-7254	469	6	)	)	PUNCT
epaa-7254	469	7	*	*	PUNCT
epaa-7254	470	1	*	*	PUNCT
epaa-7254	470	2	*	*	PUNCT
epaa-7254	470	3	2.15	2.15	NUM
epaa-7254	470	4	(	(	PUNCT
epaa-7254	470	5	0.34	0.34	NUM
epaa-7254	470	6	)	)	PUNCT
epaa-7254	470	7	*	*	PUNCT
epaa-7254	471	1	*	*	PUNCT
epaa-7254	471	2	*	*	PUNCT
epaa-7254	471	3	𝜆1(2013	𝜆1(2013	PROPN
epaa-7254	471	4	)	)	PUNCT
epaa-7254	471	5	5.04	5.04	NUM
epaa-7254	471	6	(	(	PUNCT
epaa-7254	471	7	0.35	0.35	NUM
epaa-7254	471	8	)	)	PUNCT
epaa-7254	471	9	*	*	PUNCT
epaa-7254	472	1	*	*	PUNCT
epaa-7254	472	2	*	*	PUNCT
epaa-7254	472	3	5.06	5.06	NUM
epaa-7254	472	4	(	(	PUNCT
epaa-7254	472	5	0.35	0.35	NUM
epaa-7254	472	6	)	)	PUNCT
epaa-7254	472	7	*	*	PUNCT
epaa-7254	473	1	*	*	PUNCT
epaa-7254	473	2	*	*	PUNCT
epaa-7254	473	3	5.09	5.09	NUM
epaa-7254	473	4	(	(	PUNCT
epaa-7254	473	5	0.35	0.35	NUM
epaa-7254	473	6	)	)	PUNCT
epaa-7254	473	7	*	*	PUNCT
epaa-7254	474	1	*	*	PUNCT
epaa-7254	474	2	*	*	PUNCT
epaa-7254	474	3	4.99	4.99	NUM
epaa-7254	474	4	(	(	PUNCT
epaa-7254	474	5	0.35	0.35	NUM
epaa-7254	474	6	)	)	PUNCT
epaa-7254	474	7	*	*	PUNCT
epaa-7254	475	1	*	*	PUNCT
epaa-7254	475	2	*	*	PUNCT
epaa-7254	475	3	𝜆1(2014	𝜆1(2014	PROPN
epaa-7254	475	4	)	)	PUNCT
epaa-7254	475	5	3.34	3.34	NUM
epaa-7254	475	6	(	(	PUNCT
epaa-7254	475	7	0.33	0.33	NUM
epaa-7254	475	8	)	)	PUNCT
epaa-7254	475	9	*	*	PUNCT
epaa-7254	476	1	*	*	PUNCT
epaa-7254	476	2	*	*	PUNCT
epaa-7254	476	3	3.34	3.34	NUM
epaa-7254	476	4	(	(	PUNCT
epaa-7254	476	5	0.33	0.33	NUM
epaa-7254	476	6	)	)	PUNCT
epaa-7254	476	7	*	*	PUNCT
epaa-7254	477	1	*	*	PUNCT
epaa-7254	477	2	*	*	PUNCT
epaa-7254	477	3	3.35	3.35	NUM
epaa-7254	477	4	(	(	PUNCT
epaa-7254	477	5	0.33	0.33	NUM
epaa-7254	477	6	)	)	PUNCT
epaa-7254	477	7	*	*	PUNCT
epaa-7254	478	1	*	*	PUNCT
epaa-7254	478	2	*	*	PUNCT
epaa-7254	478	3	3.27	3.27	NUM
epaa-7254	478	4	(	(	PUNCT
epaa-7254	478	5	0.33	0.33	NUM
epaa-7254	478	6	)	)	PUNCT
epaa-7254	478	7	*	*	PUNCT
epaa-7254	479	1	*	*	PUNCT
epaa-7254	479	2	*	*	PUNCT
epaa-7254	479	3	𝜆1(2015	𝜆1(2015	X
epaa-7254	479	4	)	)	PUNCT
epaa-7254	479	5	2.67	2.67	NUM
epaa-7254	479	6	(	(	PUNCT
epaa-7254	479	7	0.33	0.33	NUM
epaa-7254	479	8	)	)	PUNCT
epaa-7254	480	1	*	*	PUNCT
epaa-7254	481	1	*	*	PUNCT
epaa-7254	481	2	*	*	PUNCT
epaa-7254	481	3	2.67	2.67	NUM
epaa-7254	481	4	(	(	PUNCT
epaa-7254	481	5	0.33	0.33	NUM
epaa-7254	481	6	)	)	PUNCT
epaa-7254	481	7	*	*	PUNCT
epaa-7254	482	1	*	*	PUNCT
epaa-7254	482	2	*	*	PUNCT
epaa-7254	482	3	2.67	2.67	NUM
epaa-7254	482	4	(	(	PUNCT
epaa-7254	482	5	0.33	0.33	NUM
epaa-7254	482	6	)	)	PUNCT
epaa-7254	482	7	*	*	PUNCT
epaa-7254	483	1	*	*	PUNCT
epaa-7254	483	2	*	*	PUNCT
epaa-7254	483	3	2.62	2.62	NUM
epaa-7254	483	4	(	(	PUNCT
epaa-7254	483	5	0.33	0.33	NUM
epaa-7254	483	6	)	)	PUNCT
epaa-7254	483	7	*	*	PUNCT
epaa-7254	484	1	*	*	PUNCT
epaa-7254	484	2	*	*	PUNCT
epaa-7254	484	3	𝜆1(2016	𝜆1(2016	PROPN
epaa-7254	484	4	)	)	PUNCT
epaa-7254	484	5	3.74	3.74	NUM
epaa-7254	484	6	(	(	PUNCT
epaa-7254	484	7	0.35	0.35	NUM
epaa-7254	484	8	)	)	PUNCT
epaa-7254	484	9	*	*	PUNCT
epaa-7254	485	1	*	*	PUNCT
epaa-7254	485	2	*	*	PUNCT
epaa-7254	485	3	3.74	3.74	NUM
epaa-7254	485	4	(	(	PUNCT
epaa-7254	485	5	0.35	0.35	NUM
epaa-7254	485	6	)	)	PUNCT
epaa-7254	485	7	*	*	PUNCT
epaa-7254	486	1	*	*	PUNCT
epaa-7254	486	2	*	*	PUNCT
epaa-7254	486	3	3.72	3.72	NUM
epaa-7254	486	4	(	(	PUNCT
epaa-7254	486	5	0.35	0.35	NUM
epaa-7254	486	6	)	)	PUNCT
epaa-7254	486	7	*	*	PUNCT
epaa-7254	487	1	*	*	PUNCT
epaa-7254	487	2	*	*	PUNCT
epaa-7254	487	3	3.67	3.67	NUM
epaa-7254	487	4	(	(	PUNCT
epaa-7254	487	5	0.35	0.35	NUM
epaa-7254	487	6	)	)	PUNCT
epaa-7254	487	7	*	*	PUNCT
epaa-7254	488	1	*	*	PUNCT
epaa-7254	488	2	*	*	PUNCT
epaa-7254	488	3	𝜆1(2017	𝜆1(2017	NOUN
epaa-7254	488	4	)	)	PUNCT
epaa-7254	488	5	3.12	3.12	NUM
epaa-7254	488	6	(	(	PUNCT
epaa-7254	488	7	0.33	0.33	NUM
epaa-7254	488	8	)	)	PUNCT
epaa-7254	488	9	*	*	PUNCT
epaa-7254	489	1	*	*	PUNCT
epaa-7254	489	2	*	*	PUNCT
epaa-7254	489	3	3.10	3.10	NUM
epaa-7254	489	4	(	(	PUNCT
epaa-7254	489	5	0.33	0.33	NUM
epaa-7254	489	6	)	)	PUNCT
epaa-7254	489	7	*	*	PUNCT
epaa-7254	490	1	*	*	PUNCT
epaa-7254	490	2	*	*	PUNCT
epaa-7254	490	3	3.08	3.08	NUM
epaa-7254	490	4	(	(	PUNCT
epaa-7254	490	5	0.33	0.33	NUM
epaa-7254	490	6	)	)	PUNCT
epaa-7254	490	7	*	*	PUNCT
epaa-7254	491	1	*	*	PUNCT
epaa-7254	491	2	*	*	PUNCT
epaa-7254	491	3	3.08	3.08	NUM
epaa-7254	491	4	(	(	PUNCT
epaa-7254	491	5	0.33	0.33	NUM
epaa-7254	491	6	)	)	PUNCT
epaa-7254	491	7	*	*	PUNCT
epaa-7254	492	1	*	*	PUNCT
epaa-7254	492	2	*	*	PUNCT
epaa-7254	492	3	𝜆1(2018	𝜆1(2018	NOUN
epaa-7254	492	4	)	)	PUNCT
epaa-7254	492	5	3.19	3.19	NUM
epaa-7254	492	6	(	(	PUNCT
epaa-7254	492	7	0.32	0.32	NUM
epaa-7254	492	8	)	)	PUNCT
epaa-7254	492	9	*	*	PUNCT
epaa-7254	493	1	*	*	PUNCT
epaa-7254	493	2	*	*	PUNCT
epaa-7254	493	3	3.15	3.15	NUM
epaa-7254	493	4	(	(	PUNCT
epaa-7254	493	5	0.32	0.32	NUM
epaa-7254	493	6	)	)	PUNCT
epaa-7254	493	7	*	*	PUNCT
epaa-7254	494	1	*	*	PUNCT
epaa-7254	494	2	*	*	PUNCT
epaa-7254	494	3	3.12	3.12	NUM
epaa-7254	494	4	(	(	PUNCT
epaa-7254	494	5	0.32	0.32	NUM
epaa-7254	494	6	)	)	PUNCT
epaa-7254	494	7	*	*	PUNCT
epaa-7254	495	1	*	*	PUNCT
epaa-7254	495	2	*	*	PUNCT
epaa-7254	495	3	3.17	3.17	NUM
epaa-7254	495	4	(	(	PUNCT
epaa-7254	495	5	0.32	0.32	NUM
epaa-7254	495	6	)	)	PUNCT
epaa-7254	495	7	*	*	PUNCT
epaa-7254	496	1	*	*	PUNCT
epaa-7254	496	2	*	*	PUNCT
epaa-7254	496	3	𝜆2(2012	𝜆2(2012	NOUN
epaa-7254	496	4	)	)	PUNCT
epaa-7254	496	5	−1.36	−1.36	ADP
epaa-7254	496	6	(	(	PUNCT
epaa-7254	496	7	0.72	0.72	NUM
epaa-7254	496	8	)	)	PUNCT
epaa-7254	496	9	−1.41	−1.41	NOUN
epaa-7254	496	10	(	(	PUNCT
epaa-7254	496	11	0.72	0.72	NUM
epaa-7254	496	12	)	)	PUNCT
epaa-7254	496	13	*	*	PUNCT
epaa-7254	497	1	−1.45	−1.45	X
epaa-7254	497	2	(	(	PUNCT
epaa-7254	497	3	0.72	0.72	NUM
epaa-7254	497	4	)	)	PUNCT
epaa-7254	497	5	*	*	PUNCT
epaa-7254	497	6	−1.32	−1.32	NOUN
epaa-7254	497	7	(	(	PUNCT
epaa-7254	497	8	0.72	0.72	NUM
epaa-7254	497	9	)	)	PUNCT
epaa-7254	497	10	𝜆2	𝜆2	NOUN
epaa-7254	497	11	(	(	PUNCT
epaa-7254	497	12	2013	2013	NUM
epaa-7254	497	13	)	)	PUNCT
epaa-7254	498	1	−5.09	−5.09	INTJ
epaa-7254	498	2	(	(	PUNCT
epaa-7254	498	3	0.74	0.74	NUM
epaa-7254	498	4	)	)	PUNCT
epaa-7254	498	5	*	*	PUNCT
epaa-7254	499	1	*	*	PUNCT
epaa-7254	499	2	*	*	PUNCT
epaa-7254	499	3	−5.13	−5.13	X
epaa-7254	499	4	(	(	PUNCT
epaa-7254	499	5	0.74	0.74	NUM
epaa-7254	499	6	)	)	PUNCT
epaa-7254	499	7	*	*	PUNCT
epaa-7254	500	1	*	*	PUNCT
epaa-7254	500	2	*	*	PUNCT
epaa-7254	500	3	−5.19	−5.19	INTJ
epaa-7254	500	4	(	(	PUNCT
epaa-7254	500	5	0.74	0.74	NUM
epaa-7254	500	6	)	)	PUNCT
epaa-7254	500	7	*	*	PUNCT
epaa-7254	501	1	*	*	PUNCT
epaa-7254	501	2	*	*	PUNCT
epaa-7254	501	3	−5.01	−5.01	PRON
epaa-7254	501	4	(	(	PUNCT
epaa-7254	501	5	0.74	0.74	NUM
epaa-7254	501	6	)	)	PUNCT
epaa-7254	501	7	*	*	PUNCT
epaa-7254	502	1	*	*	PUNCT
epaa-7254	502	2	*	*	PUNCT
epaa-7254	502	3	𝜆2(2014	𝜆2(2014	NOUN
epaa-7254	502	4	)	)	PUNCT
epaa-7254	502	5	0.40	0.40	NUM
epaa-7254	502	6	(	(	PUNCT
epaa-7254	502	7	0.70	0.70	NUM
epaa-7254	502	8	)	)	PUNCT
epaa-7254	502	9	0.40	0.40	NUM
epaa-7254	502	10	(	(	PUNCT
epaa-7254	502	11	0.70	0.70	NUM
epaa-7254	502	12	)	)	PUNCT
epaa-7254	502	13	0.39	0.39	NUM
epaa-7254	502	14	(	(	PUNCT
epaa-7254	502	15	0.70	0.70	NUM
epaa-7254	502	16	)	)	PUNCT
epaa-7254	502	17	0.50	0.50	NUM
epaa-7254	502	18	(	(	PUNCT
epaa-7254	502	19	0.70	0.70	NUM
epaa-7254	502	20	)	)	PUNCT
epaa-7254	502	21	𝜆2(2015	𝜆2(2015	X
epaa-7254	502	22	)	)	PUNCT
epaa-7254	502	23	2.02	2.02	NUM
epaa-7254	502	24	(	(	PUNCT
epaa-7254	502	25	0.68	0.68	NUM
epaa-7254	502	26	)	)	PUNCT
epaa-7254	502	27	*	*	PUNCT
epaa-7254	503	1	*	*	PUNCT
epaa-7254	503	2	2.03	2.03	NUM
epaa-7254	503	3	(	(	PUNCT
epaa-7254	503	4	0.68	0.68	NUM
epaa-7254	503	5	)	)	PUNCT
epaa-7254	503	6	*	*	PUNCT
epaa-7254	504	1	*	*	PUNCT
epaa-7254	504	2	2.02	2.02	NUM
epaa-7254	504	3	(	(	PUNCT
epaa-7254	504	4	0.68	0.68	NUM
epaa-7254	504	5	)	)	PUNCT
epaa-7254	504	6	*	*	PUNCT
epaa-7254	505	1	*	*	PUNCT
epaa-7254	505	2	2.07	2.07	NUM
epaa-7254	505	3	(	(	PUNCT
epaa-7254	505	4	0.68	0.68	NUM
epaa-7254	505	5	)	)	PUNCT
epaa-7254	505	6	*	*	PUNCT
epaa-7254	505	7	*	*	PUNCT
epaa-7254	505	8	𝜆2(2016	𝜆2(2016	X
epaa-7254	505	9	)	)	PUNCT
epaa-7254	505	10	−0.14	−0.14	INTJ
epaa-7254	505	11	(	(	PUNCT
epaa-7254	505	12	0.72	0.72	NUM
epaa-7254	505	13	)	)	PUNCT
epaa-7254	505	14	−0.12	−0.12	NOUN
epaa-7254	505	15	(	(	PUNCT
epaa-7254	505	16	0.72	0.72	NUM
epaa-7254	505	17	)	)	PUNCT
epaa-7254	505	18	−0.09	−0.09	PROPN
epaa-7254	505	19	(	(	PUNCT
epaa-7254	505	20	0.72	0.72	NUM
epaa-7254	505	21	)	)	PUNCT
epaa-7254	505	22	−0.04	−0.04	NOUN
epaa-7254	505	23	(	(	PUNCT
epaa-7254	505	24	0.72	0.72	NUM
epaa-7254	505	25	)	)	PUNCT
epaa-7254	505	26	𝜆2(2017	𝜆2(2017	NOUN
epaa-7254	505	27	)	)	PUNCT
epaa-7254	505	28	2.35	2.35	NUM
epaa-7254	505	29	(	(	PUNCT
epaa-7254	505	30	0.70	0.70	NUM
epaa-7254	505	31	)	)	PUNCT
epaa-7254	505	32	*	*	PUNCT
epaa-7254	506	1	*	*	PUNCT
epaa-7254	506	2	*	*	PUNCT
epaa-7254	506	3	2.37	2.37	NUM
epaa-7254	506	4	(	(	PUNCT
epaa-7254	506	5	0.70	0.70	NUM
epaa-7254	506	6	)	)	PUNCT
epaa-7254	506	7	*	*	PUNCT
epaa-7254	507	1	*	*	PUNCT
epaa-7254	507	2	*	*	X
epaa-7254	507	3	2.42	2.42	NUM
epaa-7254	507	4	(	(	PUNCT
epaa-7254	507	5	0.70	0.70	NUM
epaa-7254	507	6	)	)	PUNCT
epaa-7254	507	7	*	*	PUNCT
epaa-7254	508	1	*	*	PUNCT
epaa-7254	508	2	*	*	PUNCT
epaa-7254	508	3	2.35	2.35	NUM
epaa-7254	508	4	(	(	PUNCT
epaa-7254	508	5	0.70	0.70	NUM
epaa-7254	508	6	)	)	PUNCT
epaa-7254	508	7	*	*	PUNCT
epaa-7254	509	1	*	*	PUNCT
epaa-7254	509	2	*	*	PUNCT
epaa-7254	509	3	𝜆2(2018	𝜆2(2018	NOUN
epaa-7254	509	4	)	)	PUNCT
epaa-7254	509	5	1.17	1.17	NUM
epaa-7254	509	6	(	(	PUNCT
epaa-7254	509	7	0.65	0.65	NUM
epaa-7254	509	8	)	)	PUNCT
epaa-7254	509	9	1.24	1.24	NUM
epaa-7254	509	10	(	(	PUNCT
epaa-7254	509	11	0.65	0.65	NUM
epaa-7254	509	12	)	)	PUNCT
epaa-7254	509	13	1.28	1.28	NUM
epaa-7254	509	14	(	(	PUNCT
epaa-7254	509	15	0.65	0.65	NUM
epaa-7254	509	16	)	)	PUNCT
epaa-7254	509	17	*	*	NUM
epaa-7254	509	18	1.10	1.10	NUM
epaa-7254	509	19	(	(	PUNCT
epaa-7254	509	20	0.65	0.65	NUM
epaa-7254	509	21	)	)	PUNCT
epaa-7254	509	22	𝜆3(2012	𝜆3(2012	NOUN
epaa-7254	509	23	)	)	PUNCT
epaa-7254	509	24	2.42	2.42	NUM
epaa-7254	509	25	(	(	PUNCT
epaa-7254	509	26	0.44	0.44	NUM
epaa-7254	509	27	)	)	PUNCT
epaa-7254	509	28	*	*	PUNCT
epaa-7254	510	1	*	*	PUNCT
epaa-7254	510	2	*	*	PUNCT
epaa-7254	510	3	2.45	2.45	NUM
epaa-7254	510	4	(	(	PUNCT
epaa-7254	510	5	0.44	0.44	NUM
epaa-7254	510	6	)	)	PUNCT
epaa-7254	510	7	*	*	PUNCT
epaa-7254	511	1	*	*	PUNCT
epaa-7254	511	2	*	*	PUNCT
epaa-7254	511	3	2.46	2.46	NUM
epaa-7254	511	4	(	(	PUNCT
epaa-7254	511	5	0.44	0.44	NUM
epaa-7254	511	6	)	)	PUNCT
epaa-7254	511	7	*	*	PUNCT
epaa-7254	512	1	*	*	PUNCT
epaa-7254	512	2	*	*	PUNCT
epaa-7254	512	3	2.40	2.40	NUM
epaa-7254	512	4	(	(	PUNCT
epaa-7254	512	5	0.44	0.44	NUM
epaa-7254	512	6	)	)	PUNCT
epaa-7254	512	7	*	*	PUNCT
epaa-7254	513	1	*	*	PUNCT
epaa-7254	513	2	*	*	PUNCT
epaa-7254	513	3	𝜆3(2013	𝜆3(2013	X
epaa-7254	513	4	)	)	PUNCT
epaa-7254	513	5	4.17	4.17	NUM
epaa-7254	513	6	(	(	PUNCT
epaa-7254	513	7	0.49	0.49	NUM
epaa-7254	513	8	)	)	PUNCT
epaa-7254	513	9	*	*	PUNCT
epaa-7254	514	1	*	*	PUNCT
epaa-7254	514	2	*	*	PUNCT
epaa-7254	514	3	4.19	4.19	NUM
epaa-7254	514	4	(	(	PUNCT
epaa-7254	514	5	0.49	0.49	NUM
epaa-7254	514	6	)	)	PUNCT
epaa-7254	514	7	*	*	PUNCT
epaa-7254	515	1	*	*	PUNCT
epaa-7254	515	2	*	*	PUNCT
epaa-7254	515	3	4.22	4.22	NUM
epaa-7254	515	4	(	(	PUNCT
epaa-7254	515	5	0.49	0.49	NUM
epaa-7254	515	6	)	)	PUNCT
epaa-7254	515	7	*	*	PUNCT
epaa-7254	516	1	*	*	PUNCT
epaa-7254	516	2	*	*	PUNCT
epaa-7254	516	3	4.12	4.12	NUM
epaa-7254	516	4	(	(	PUNCT
epaa-7254	516	5	0.49	0.49	NUM
epaa-7254	516	6	)	)	PUNCT
epaa-7254	516	7	*	*	PUNCT
epaa-7254	517	1	*	*	PUNCT
epaa-7254	517	2	*	*	PUNCT
epaa-7254	517	3	𝜆3(2014	𝜆3(2014	NOUN
epaa-7254	517	4	)	)	PUNCT
epaa-7254	517	5	0.13	0.13	NUM
epaa-7254	517	6	(	(	PUNCT
epaa-7254	517	7	0.47	0.47	NUM
epaa-7254	517	8	)	)	PUNCT
epaa-7254	517	9	0.14	0.14	NUM
epaa-7254	517	10	(	(	PUNCT
epaa-7254	517	11	0.47	0.47	NUM
epaa-7254	517	12	)	)	PUNCT
epaa-7254	517	13	0.14	0.14	NUM
epaa-7254	517	14	(	(	PUNCT
epaa-7254	517	15	0.47	0.47	NUM
epaa-7254	517	16	)	)	PUNCT
epaa-7254	517	17	0.09	0.09	NUM
epaa-7254	517	18	(	(	PUNCT
epaa-7254	517	19	0.47	0.47	NUM
epaa-7254	517	20	)	)	PUNCT
epaa-7254	517	21	𝜆3(2015	𝜆3(2015	X
epaa-7254	517	22	)	)	PUNCT
epaa-7254	517	23	−0.78	−0.78	NOUN
epaa-7254	517	24	(	(	PUNCT
epaa-7254	517	25	0.44	0.44	NUM
epaa-7254	517	26	)	)	PUNCT
epaa-7254	518	1	−0.78	−0.78	NOUN
epaa-7254	518	2	(	(	PUNCT
epaa-7254	518	3	0.44	0.44	NUM
epaa-7254	518	4	)	)	PUNCT
epaa-7254	518	5	−0.78	−0.78	NOUN
epaa-7254	518	6	(	(	PUNCT
epaa-7254	518	7	0.44	0.44	NUM
epaa-7254	518	8	)	)	PUNCT
epaa-7254	519	1	−0.80	−0.80	PROPN
epaa-7254	519	2	(	(	PUNCT
epaa-7254	519	3	0.44	0.44	NUM
epaa-7254	519	4	)	)	PUNCT
epaa-7254	519	5	𝜆3(2016	𝜆3(2016	NUM
epaa-7254	519	6	)	)	PUNCT
epaa-7254	519	7	0.73	0.73	NUM
epaa-7254	519	8	(	(	PUNCT
epaa-7254	519	9	0.47	0.47	NUM
epaa-7254	519	10	)	)	PUNCT
epaa-7254	519	11	0.71	0.71	NUM
epaa-7254	519	12	(	(	PUNCT
epaa-7254	519	13	0.47	0.47	NUM
epaa-7254	519	14	)	)	PUNCT
epaa-7254	519	15	0.69	0.69	NUM
epaa-7254	519	16	(	(	PUNCT
epaa-7254	519	17	0.47	0.47	NUM
epaa-7254	519	18	)	)	PUNCT
epaa-7254	519	19	0.66	0.66	NUM
epaa-7254	519	20	(	(	PUNCT
epaa-7254	519	21	0.47	0.47	NUM
epaa-7254	519	22	)	)	PUNCT
epaa-7254	519	23	𝜆3(2017	𝜆3(2017	PROPN
epaa-7254	519	24	)	)	PUNCT
epaa-7254	520	1	−1.40	−1.40	INTJ
epaa-7254	520	2	(	(	PUNCT
epaa-7254	520	3	0.46	0.46	NUM
epaa-7254	520	4	)	)	PUNCT
epaa-7254	521	1	*	*	PUNCT
epaa-7254	522	1	*	*	PUNCT
epaa-7254	522	2	−1.42	−1.42	X
epaa-7254	522	3	(	(	PUNCT
epaa-7254	522	4	0.46	0.46	NUM
epaa-7254	522	5	)	)	PUNCT
epaa-7254	522	6	*	*	PUNCT
epaa-7254	523	1	*	*	PUNCT
epaa-7254	523	2	*	*	PUNCT
epaa-7254	523	3	−1.45	−1.45	X
epaa-7254	523	4	(	(	PUNCT
epaa-7254	523	5	0.46	0.46	NUM
epaa-7254	523	6	)	)	PUNCT
epaa-7254	523	7	*	*	PUNCT
epaa-7254	524	1	*	*	PUNCT
epaa-7254	524	2	*	*	PUNCT
epaa-7254	524	3	−1.39	−1.39	X
epaa-7254	524	4	(	(	PUNCT
epaa-7254	524	5	0.46	0.46	NUM
epaa-7254	524	6	)	)	PUNCT
epaa-7254	524	7	*	*	PUNCT
epaa-7254	525	1	*	*	PUNCT
epaa-7254	525	2	𝜆3(2018	𝜆3(2018	NOUN
epaa-7254	525	3	)	)	PUNCT
epaa-7254	525	4	−0.43	−0.43	X
epaa-7254	525	5	(	(	PUNCT
epaa-7254	525	6	0.40	0.40	NUM
epaa-7254	525	7	)	)	PUNCT
epaa-7254	525	8	−0.47	−0.47	NOUN
epaa-7254	525	9	(	(	PUNCT
epaa-7254	525	10	0.40	0.40	NUM
epaa-7254	525	11	)	)	PUNCT
epaa-7254	525	12	−0.50	−0.50	PROPN
epaa-7254	525	13	(	(	PUNCT
epaa-7254	525	14	0.40	0.40	NUM
epaa-7254	525	15	)	)	PUNCT
epaa-7254	525	16	−0.38	−0.38	PROPN
epaa-7254	525	17	(	(	PUNCT
epaa-7254	525	18	0.40	0.40	NUM
epaa-7254	525	19	)	)	PUNCT
epaa-7254	526	1	*	*	PUNCT
epaa-7254	526	2	p<.05	p<.05	NOUN
epaa-7254	526	3	,	,	PUNCT
epaa-7254	526	4	*	*	PUNCT
epaa-7254	526	5	*	*	PUNCT
epaa-7254	526	6	p<.01	p<.01	VERB
epaa-7254	526	7	,	,	PUNCT
epaa-7254	526	8	*	*	PUNCT
epaa-7254	526	9	*	*	PUNCT
epaa-7254	526	10	*	*	PUNCT
epaa-7254	526	11	p<.001	p<.001	NOUN
epaa-7254	526	12	noyce	noyce	VERB
epaa-7254	526	13	outcomes	outcome	NOUN
epaa-7254	526	14	in	in	ADP
epaa-7254	526	15	texas	texas	PROPN
epaa-7254	526	16	21	21	NUM
epaa-7254	526	17	for	for	ADP
epaa-7254	526	18	table	table	NOUN
epaa-7254	526	19	5	5	NUM
epaa-7254	526	20	,	,	PUNCT
epaa-7254	526	21	we	we	PRON
epaa-7254	526	22	report	report	VERB
epaa-7254	526	23	all	all	DET
epaa-7254	526	24	the	the	DET
epaa-7254	526	25	model	model	NOUN
epaa-7254	526	26	coefficients	coefficient	NOUN
epaa-7254	526	27	,	,	PUNCT
epaa-7254	526	28	including	include	VERB
epaa-7254	526	29	all	all	DET
epaa-7254	526	30	the	the	DET
epaa-7254	526	31	parameters	parameter	NOUN
epaa-7254	526	32	for	for	ADP
epaa-7254	526	33	the	the	DET
epaa-7254	526	34	expected	expect	VERB
epaa-7254	526	35	value	value	NOUN
epaa-7254	526	36	for	for	ADP
epaa-7254	526	37	student	student	NOUN
epaa-7254	526	38	test	test	NOUN
epaa-7254	526	39	scores	score	NOUN
epaa-7254	526	40	in	in	ADP
epaa-7254	526	41	year	year	NOUN
epaa-7254	526	42	𝑡	𝑡	PROPN
epaa-7254	526	43	as	as	ADP
epaa-7254	526	44	a	a	DET
epaa-7254	526	45	function	function	NOUN
epaa-7254	526	46	of	of	ADP
epaa-7254	526	47	scores	score	NOUN
epaa-7254	526	48	in	in	ADP
epaa-7254	526	49	year	year	NOUN
epaa-7254	526	50	𝑡	𝑡	PROPN
epaa-7254	526	51	−	−	PROPN
epaa-7254	526	52	1	1	NUM
epaa-7254	526	53	.	.	PUNCT
epaa-7254	527	1	these	these	DET
epaa-7254	527	2	coefficients	coefficient	NOUN
epaa-7254	527	3	are	be	AUX
epaa-7254	527	4	extremely	extremely	ADV
epaa-7254	527	5	important	important	ADJ
epaa-7254	527	6	for	for	ADP
epaa-7254	527	7	the	the	DET
epaa-7254	527	8	modeling	modeling	NOUN
epaa-7254	527	9	but	but	CCONJ
epaa-7254	527	10	not	not	PART
epaa-7254	527	11	very	very	ADV
epaa-7254	527	12	informative	informative	ADJ
epaa-7254	527	13	to	to	PART
epaa-7254	527	14	read	read	VERB
epaa-7254	527	15	,	,	PUNCT
epaa-7254	527	16	and	and	CCONJ
epaa-7254	527	17	therefore	therefore	ADV
epaa-7254	527	18	we	we	PRON
epaa-7254	527	19	refrain	refrain	VERB
epaa-7254	527	20	from	from	ADP
epaa-7254	527	21	including	include	VERB
epaa-7254	527	22	them	they	PRON
epaa-7254	527	23	in	in	ADP
epaa-7254	527	24	the	the	DET
epaa-7254	527	25	subsequent	subsequent	ADJ
epaa-7254	527	26	tables	table	NOUN
epaa-7254	527	27	.	.	PUNCT
epaa-7254	528	1	in	in	ADP
epaa-7254	528	2	table	table	NOUN
epaa-7254	528	3	5	5	NUM
epaa-7254	528	4	,	,	PUNCT
epaa-7254	528	5	and	and	CCONJ
epaa-7254	528	6	all	all	DET
epaa-7254	528	7	following	follow	VERB
epaa-7254	528	8	tables	table	NOUN
epaa-7254	528	9	,	,	PUNCT
epaa-7254	528	10	the	the	DET
epaa-7254	528	11	columns	column	NOUN
epaa-7254	528	12	2a	2a	NUM
epaa-7254	528	13	through	through	ADP
epaa-7254	528	14	2d	2d	NUM
epaa-7254	528	15	correspond	correspond	NOUN
epaa-7254	528	16	to	to	ADP
epaa-7254	528	17	equations	equation	NOUN
epaa-7254	528	18	2a	2a	NUM
epaa-7254	528	19	through	through	ADP
epaa-7254	528	20	2d	2d	NOUN
epaa-7254	528	21	above	above	ADV
epaa-7254	528	22	.	.	PUNCT
epaa-7254	529	1	in	in	ADP
epaa-7254	529	2	all	all	DET
epaa-7254	529	3	the	the	DET
epaa-7254	529	4	tables	table	NOUN
epaa-7254	529	5	,	,	PUNCT
epaa-7254	529	6	we	we	PRON
epaa-7254	529	7	report	report	VERB
epaa-7254	529	8	the	the	DET
epaa-7254	529	9	coefficients	coefficient	NOUN
epaa-7254	529	10	in	in	ADP
epaa-7254	529	11	standard	standard	ADJ
epaa-7254	529	12	deviation	deviation	NOUN
epaa-7254	529	13	units	unit	NOUN
epaa-7254	529	14	.	.	PUNCT
epaa-7254	530	1	to	to	PART
epaa-7254	530	2	communicate	communicate	VERB
epaa-7254	530	3	these	these	DET
epaa-7254	530	4	results	result	NOUN
epaa-7254	530	5	more	more	ADV
epaa-7254	530	6	effectively	effectively	ADV
epaa-7254	530	7	,	,	PUNCT
epaa-7254	530	8	it	it	PRON
epaa-7254	530	9	is	be	AUX
epaa-7254	530	10	useful	useful	ADJ
epaa-7254	530	11	to	to	PART
epaa-7254	530	12	observe	observe	VERB
epaa-7254	530	13	that	that	SCONJ
epaa-7254	530	14	in	in	ADP
epaa-7254	530	15	the	the	DET
epaa-7254	530	16	course	course	NOUN
epaa-7254	530	17	of	of	ADP
epaa-7254	530	18	a	a	DET
epaa-7254	530	19	nine	nine	NUM
epaa-7254	530	20	-	-	PUNCT
epaa-7254	530	21	month	month	NOUN
epaa-7254	530	22	school	school	NOUN
epaa-7254	530	23	year	year	NOUN
epaa-7254	530	24	,	,	PUNCT
epaa-7254	530	25	students	student	NOUN
epaa-7254	530	26	typically	typically	ADV
epaa-7254	530	27	improve	improve	VERB
epaa-7254	530	28	by	by	ADP
epaa-7254	530	29	a	a	DET
epaa-7254	530	30	quarter	quarter	NOUN
epaa-7254	530	31	of	of	ADP
epaa-7254	530	32	a	a	DET
epaa-7254	530	33	standard	standard	ADJ
epaa-7254	530	34	deviation	deviation	NOUN
epaa-7254	530	35	in	in	ADP
epaa-7254	530	36	high	high	ADJ
epaa-7254	530	37	school	school	NOUN
epaa-7254	530	38	math	math	NOUN
epaa-7254	530	39	or	or	CCONJ
epaa-7254	530	40	science	science	NOUN
epaa-7254	530	41	(	(	PUNCT
epaa-7254	530	42	lipsey	lipsey	NOUN
epaa-7254	530	43	et	et	PROPN
epaa-7254	530	44	al	al	PROPN
epaa-7254	530	45	.	.	PROPN
epaa-7254	530	46	,	,	PUNCT
epaa-7254	530	47	2012	2012	NUM
epaa-7254	530	48	)	)	PUNCT
epaa-7254	530	49	.	.	PUNCT
epaa-7254	531	1	thus	thus	ADV
epaa-7254	531	2	an	an	DET
epaa-7254	531	3	improvement	improvement	NOUN
epaa-7254	531	4	of	of	ADP
epaa-7254	531	5	3	3	NUM
epaa-7254	531	6	%	%	NOUN
epaa-7254	531	7	in	in	ADP
epaa-7254	531	8	standard	standard	ADJ
epaa-7254	531	9	deviation	deviation	NOUN
epaa-7254	531	10	units	unit	NOUN
epaa-7254	531	11	can	can	AUX
epaa-7254	531	12	also	also	ADV
epaa-7254	531	13	be	be	AUX
epaa-7254	531	14	expressed	express	VERB
epaa-7254	531	15	as	as	ADP
epaa-7254	531	16	one	one	NUM
epaa-7254	531	17	more	more	ADJ
epaa-7254	531	18	month	month	NOUN
epaa-7254	531	19	of	of	ADP
epaa-7254	531	20	schooling	schooling	NOUN
epaa-7254	531	21	in	in	ADP
epaa-7254	531	22	a	a	DET
epaa-7254	531	23	year	year	NOUN
epaa-7254	531	24	.	.	PUNCT
epaa-7254	532	1	for	for	ADP
epaa-7254	532	2	algebra	algebra	NOUN
epaa-7254	532	3	i	i	PRON
epaa-7254	532	4	and	and	CCONJ
epaa-7254	532	5	biology	biology	NOUN
epaa-7254	532	6	,	,	PUNCT
epaa-7254	532	7	a	a	DET
epaa-7254	532	8	standard	standard	ADJ
epaa-7254	532	9	deviation	deviation	NOUN
epaa-7254	532	10	is	be	AUX
epaa-7254	532	11	close	close	ADJ
epaa-7254	532	12	to	to	ADP
epaa-7254	532	13	16	16	NUM
epaa-7254	532	14	%	%	NOUN
epaa-7254	532	15	of	of	ADP
epaa-7254	532	16	the	the	DET
epaa-7254	532	17	maximum	maximum	ADJ
epaa-7254	532	18	score	score	NOUN
epaa-7254	532	19	in	in	ADP
epaa-7254	532	20	all	all	DET
epaa-7254	532	21	cases	case	NOUN
epaa-7254	532	22	.	.	PUNCT
epaa-7254	533	1	findings	finding	NOUN
epaa-7254	533	2	research	research	NOUN
epaa-7254	533	3	question	question	NOUN
epaa-7254	533	4	r5	r5	PROPN
epaa-7254	533	5	table	table	NOUN
epaa-7254	533	6	6	6	NUM
epaa-7254	533	7	algebra	algebra	NOUN
epaa-7254	533	8	i	i	PRON
epaa-7254	533	9	,	,	PUNCT
epaa-7254	533	10	compared	compare	VERB
epaa-7254	533	11	to	to	ADP
epaa-7254	533	12	teachers	teacher	NOUN
epaa-7254	533	13	from	from	ADP
epaa-7254	533	14	same	same	ADJ
epaa-7254	533	15	universities	university	NOUN
epaa-7254	533	16	(	(	PUNCT
epaa-7254	533	17	r6	r6	NOUN
epaa-7254	533	18	)	)	PUNCT
epaa-7254	533	19	.	.	PUNCT
epaa-7254	534	1	standard	standard	ADJ
epaa-7254	534	2	deviation	deviation	NOUN
epaa-7254	534	3	units	unit	NOUN
epaa-7254	534	4	.	.	PUNCT
epaa-7254	535	1	standard	standard	ADJ
epaa-7254	535	2	uncertainty	uncertainty	NOUN
epaa-7254	535	3	in	in	ADP
epaa-7254	535	4	parentheses	parenthesis	NOUN
epaa-7254	535	5	.	.	PUNCT
epaa-7254	536	1	we	we	PRON
epaa-7254	536	2	compare	compare	VERB
epaa-7254	536	3	24	24	NUM
epaa-7254	536	4	noyce	noyce	NOUN
epaa-7254	536	5	teachers	teacher	NOUN
epaa-7254	536	6	with	with	ADP
epaa-7254	536	7	594	594	NUM
epaa-7254	536	8	others	other	NOUN
epaa-7254	536	9	at	at	ADP
epaa-7254	536	10	416	416	NUM
epaa-7254	536	11	campuses	campus	NOUN
epaa-7254	536	12	in	in	ADP
epaa-7254	536	13	2367	2367	NUM
epaa-7254	536	14	classes	class	NOUN
epaa-7254	536	15	with	with	ADP
epaa-7254	536	16	145680	145680	NUM
epaa-7254	536	17	total	total	ADJ
epaa-7254	536	18	students	student	NOUN
epaa-7254	536	19	random	random	ADJ
epaa-7254	536	20	effects	effect	NOUN
epaa-7254	536	21	2a	2a	NUM
epaa-7254	536	22	2b	2b	NUM
epaa-7254	536	23	2c	2c	NUM
epaa-7254	536	24	2d	2d	NOUN
epaa-7254	536	25	campus	campus	NOUN
epaa-7254	536	26	sd	sd	ADP
epaa-7254	536	27	0.24	0.24	NUM
epaa-7254	536	28	0.24	0.24	NUM
epaa-7254	536	29	0.23	0.23	NUM
epaa-7254	536	30	teacher	teacher	NOUN
epaa-7254	536	31	sd	sd	ADP
epaa-7254	536	32	0.30	0.30	NUM
epaa-7254	536	33	0.22	0.22	NUM
epaa-7254	536	34	0.22	0.22	NUM
epaa-7254	536	35	0.22	0.22	NUM
epaa-7254	536	36	class	class	NOUN
epaa-7254	536	37	sd	sd	ADP
epaa-7254	536	38	0.19	0.19	NUM
epaa-7254	536	39	0.18	0.18	NUM
epaa-7254	536	40	0.18	0.18	NUM
epaa-7254	536	41	0.17	0.17	NUM
epaa-7254	536	42	fixed	fix	VERB
epaa-7254	536	43	effects	effect	NOUN
epaa-7254	536	44	noyce	noyce	PROPN
epaa-7254	536	45	0.17	0.17	NUM
epaa-7254	536	46	(	(	PUNCT
epaa-7254	536	47	0.07	0.07	NUM
epaa-7254	536	48	)	)	PUNCT
epaa-7254	536	49	*	*	PUNCT
epaa-7254	537	1	*	*	PUNCT
epaa-7254	537	2	0.11	0.11	NUM
epaa-7254	537	3	(	(	PUNCT
epaa-7254	537	4	0.06	0.06	NUM
epaa-7254	537	5	)	)	PUNCT
epaa-7254	537	6	0.11	0.11	NUM
epaa-7254	537	7	(	(	PUNCT
epaa-7254	537	8	0.06	0.06	NUM
epaa-7254	537	9	)	)	PUNCT
epaa-7254	537	10	0.10	0.10	NUM
epaa-7254	537	11	(	(	PUNCT
epaa-7254	537	12	0.06	0.06	NUM
epaa-7254	537	13	)	)	PUNCT
epaa-7254	537	14	stdcert	stdcert	NOUN
epaa-7254	537	15	0.07	0.07	NUM
epaa-7254	537	16	(	(	PUNCT
epaa-7254	537	17	0.05	0.05	NUM
epaa-7254	537	18	)	)	PUNCT
epaa-7254	537	19	0.07	0.07	NUM
epaa-7254	537	20	(	(	PUNCT
epaa-7254	537	21	0.05	0.05	NUM
epaa-7254	537	22	)	)	PUNCT
epaa-7254	537	23	ecodis	ecodi	NOUN
epaa-7254	537	24	−0.07	−0.07	X
epaa-7254	537	25	(	(	PUNCT
epaa-7254	537	26	0.00	0.00	NUM
epaa-7254	537	27	)	)	PUNCT
epaa-7254	537	28	*	*	PUNCT
epaa-7254	538	1	*	*	PUNCT
epaa-7254	538	2	*	*	PUNCT
epaa-7254	538	3	−0.07	−0.07	X
epaa-7254	538	4	(	(	PUNCT
epaa-7254	538	5	0.00	0.00	NUM
epaa-7254	538	6	)	)	PUNCT
epaa-7254	538	7	*	*	PUNCT
epaa-7254	539	1	*	*	PUNCT
epaa-7254	539	2	*	*	PUNCT
epaa-7254	539	3	−0.07	−0.07	X
epaa-7254	539	4	(	(	PUNCT
epaa-7254	539	5	0.00	0.00	NUM
epaa-7254	539	6	)	)	PUNCT
epaa-7254	539	7	*	*	PUNCT
epaa-7254	540	1	*	*	PUNCT
epaa-7254	540	2	*	*	PUNCT
epaa-7254	540	3	−0.06	−0.06	X
epaa-7254	540	4	(	(	PUNCT
epaa-7254	540	5	0.00	0.00	NUM
epaa-7254	540	6	)	)	PUNCT
epaa-7254	540	7	*	*	PUNCT
epaa-7254	541	1	*	*	PUNCT
epaa-7254	541	2	*	*	PUNCT
epaa-7254	541	3	gifted	gifted	ADJ
epaa-7254	541	4	0.20	0.20	NUM
epaa-7254	541	5	(	(	PUNCT
epaa-7254	541	6	0.01	0.01	NUM
epaa-7254	541	7	)	)	PUNCT
epaa-7254	541	8	*	*	PUNCT
epaa-7254	542	1	*	*	PUNCT
epaa-7254	542	2	*	*	PUNCT
epaa-7254	542	3	0.20	0.20	NUM
epaa-7254	542	4	(	(	PUNCT
epaa-7254	542	5	0.01	0.01	NUM
epaa-7254	542	6	)	)	PUNCT
epaa-7254	542	7	*	*	PUNCT
epaa-7254	543	1	*	*	PUNCT
epaa-7254	543	2	*	*	PUNCT
epaa-7254	543	3	0.20	0.20	NUM
epaa-7254	543	4	(	(	PUNCT
epaa-7254	543	5	0.01	0.01	NUM
epaa-7254	543	6	)	)	PUNCT
epaa-7254	543	7	*	*	PUNCT
epaa-7254	544	1	*	*	PUNCT
epaa-7254	544	2	*	*	X
epaa-7254	544	3	0.18	0.18	NUM
epaa-7254	544	4	(	(	PUNCT
epaa-7254	544	5	0.01	0.01	NUM
epaa-7254	544	6	)	)	PUNCT
epaa-7254	544	7	*	*	PUNCT
epaa-7254	544	8	*	*	PUNCT
epaa-7254	544	9	*	*	PUNCT
epaa-7254	544	10	speced	spece	VERB
epaa-7254	544	11	−0.29	−0.29	X
epaa-7254	544	12	(	(	PUNCT
epaa-7254	544	13	0.01	0.01	NUM
epaa-7254	544	14	)	)	PUNCT
epaa-7254	544	15	*	*	PUNCT
epaa-7254	545	1	*	*	PUNCT
epaa-7254	545	2	*	*	PUNCT
epaa-7254	545	3	−0.30	−0.30	X
epaa-7254	545	4	(	(	PUNCT
epaa-7254	545	5	0.01	0.01	NUM
epaa-7254	545	6	)	)	PUNCT
epaa-7254	545	7	*	*	PUNCT
epaa-7254	546	1	*	*	PUNCT
epaa-7254	546	2	*	*	PUNCT
epaa-7254	546	3	−0.30	−0.30	X
epaa-7254	546	4	(	(	PUNCT
epaa-7254	546	5	0.01	0.01	NUM
epaa-7254	546	6	)	)	PUNCT
epaa-7254	546	7	*	*	PUNCT
epaa-7254	547	1	*	*	PUNCT
epaa-7254	547	2	*	*	PUNCT
epaa-7254	547	3	−0.26	−0.26	ADJ
epaa-7254	547	4	(	(	PUNCT
epaa-7254	547	5	0.01	0.01	NUM
epaa-7254	547	6	)	)	PUNCT
epaa-7254	548	1	*	*	PUNCT
epaa-7254	548	2	*	*	PUNCT
epaa-7254	548	3	*	*	PUNCT
epaa-7254	548	4	lep	lep	PROPN
epaa-7254	548	5	−0.17	−0.17	INTJ
epaa-7254	548	6	(	(	PUNCT
epaa-7254	548	7	0.01	0.01	NUM
epaa-7254	548	8	)	)	PUNCT
epaa-7254	548	9	*	*	PUNCT
epaa-7254	549	1	*	*	PUNCT
epaa-7254	549	2	*	*	PUNCT
epaa-7254	549	3	−0.17	−0.17	INTJ
epaa-7254	549	4	(	(	PUNCT
epaa-7254	549	5	0.01	0.01	NUM
epaa-7254	549	6	)	)	PUNCT
epaa-7254	549	7	*	*	PUNCT
epaa-7254	550	1	*	*	PUNCT
epaa-7254	550	2	*	*	PUNCT
epaa-7254	550	3	−0.17	−0.17	INTJ
epaa-7254	550	4	(	(	PUNCT
epaa-7254	550	5	0.01	0.01	NUM
epaa-7254	550	6	)	)	PUNCT
epaa-7254	550	7	*	*	PUNCT
epaa-7254	551	1	*	*	PUNCT
epaa-7254	551	2	*	*	PUNCT
epaa-7254	551	3	−0.17	−0.17	INTJ
epaa-7254	551	4	(	(	PUNCT
epaa-7254	551	5	0.01	0.01	NUM
epaa-7254	551	6	)	)	PUNCT
epaa-7254	551	7	*	*	PUNCT
epaa-7254	552	1	*	*	PUNCT
epaa-7254	552	2	*	*	PUNCT
epaa-7254	552	3	asian	asian	ADJ
epaa-7254	552	4	0.20	0.20	NUM
epaa-7254	552	5	(	(	PUNCT
epaa-7254	552	6	0.02	0.02	NUM
epaa-7254	552	7	)	)	PUNCT
epaa-7254	553	1	*	*	PUNCT
epaa-7254	554	1	*	*	PUNCT
epaa-7254	554	2	*	*	PUNCT
epaa-7254	554	3	0.19	0.19	NUM
epaa-7254	554	4	(	(	PUNCT
epaa-7254	554	5	0.02	0.02	NUM
epaa-7254	554	6	)	)	PUNCT
epaa-7254	554	7	*	*	PUNCT
epaa-7254	555	1	*	*	PUNCT
epaa-7254	555	2	*	*	PUNCT
epaa-7254	555	3	0.19	0.19	NUM
epaa-7254	555	4	(	(	PUNCT
epaa-7254	555	5	0.02	0.02	NUM
epaa-7254	555	6	)	)	PUNCT
epaa-7254	555	7	*	*	PUNCT
epaa-7254	556	1	*	*	PUNCT
epaa-7254	556	2	*	*	X
epaa-7254	556	3	0.18	0.18	NUM
epaa-7254	556	4	(	(	PUNCT
epaa-7254	556	5	0.02	0.02	NUM
epaa-7254	556	6	)	)	PUNCT
epaa-7254	556	7	*	*	PUNCT
epaa-7254	557	1	*	*	PUNCT
epaa-7254	557	2	*	*	PUNCT
epaa-7254	557	3	black	black	ADJ
epaa-7254	557	4	−0.03	−0.03	NOUN
epaa-7254	557	5	(	(	PUNCT
epaa-7254	557	6	0.01	0.01	NUM
epaa-7254	557	7	)	)	PUNCT
epaa-7254	557	8	*	*	PUNCT
epaa-7254	558	1	*	*	PUNCT
epaa-7254	558	2	−0.03	−0.03	NOUN
epaa-7254	558	3	(	(	PUNCT
epaa-7254	558	4	0.01	0.01	NUM
epaa-7254	558	5	)	)	PUNCT
epaa-7254	558	6	*	*	PUNCT
epaa-7254	559	1	−0.03	−0.03	NOUN
epaa-7254	559	2	(	(	PUNCT
epaa-7254	559	3	0.01	0.01	NUM
epaa-7254	559	4	)	)	PUNCT
epaa-7254	559	5	*	*	PUNCT
epaa-7254	560	1	−0.03	−0.03	NOUN
epaa-7254	560	2	(	(	PUNCT
epaa-7254	560	3	0.01	0.01	NUM
epaa-7254	560	4	)	)	PUNCT
epaa-7254	560	5	*	*	PUNCT
epaa-7254	560	6	hispanic	hispanic	ADJ
epaa-7254	560	7	0.00	0.00	NUM
epaa-7254	560	8	(	(	PUNCT
epaa-7254	560	9	0.01	0.01	NUM
epaa-7254	560	10	)	)	PUNCT
epaa-7254	560	11	0.00	0.00	NUM
epaa-7254	560	12	(	(	PUNCT
epaa-7254	560	13	0.01	0.01	NUM
epaa-7254	560	14	)	)	PUNCT
epaa-7254	560	15	0.00	0.00	NUM
epaa-7254	560	16	(	(	PUNCT
epaa-7254	560	17	0.01	0.01	NUM
epaa-7254	560	18	)	)	PUNCT
epaa-7254	560	19	0.00	0.00	NUM
epaa-7254	560	20	(	(	PUNCT
epaa-7254	560	21	0.01	0.01	NUM
epaa-7254	560	22	)	)	PUNCT
epaa-7254	560	23	white	white	ADJ
epaa-7254	560	24	0.01	0.01	NUM
epaa-7254	560	25	(	(	PUNCT
epaa-7254	560	26	0.01	0.01	NUM
epaa-7254	560	27	)	)	PUNCT
epaa-7254	560	28	0.01	0.01	NUM
epaa-7254	560	29	(	(	PUNCT
epaa-7254	560	30	0.01	0.01	NUM
epaa-7254	560	31	)	)	PUNCT
epaa-7254	560	32	0.01	0.01	NUM
epaa-7254	560	33	(	(	PUNCT
epaa-7254	560	34	0.01	0.01	NUM
epaa-7254	560	35	)	)	PUNCT
epaa-7254	560	36	0.02	0.02	NUM
epaa-7254	560	37	(	(	PUNCT
epaa-7254	560	38	0.01	0.01	NUM
epaa-7254	560	39	)	)	PUNCT
epaa-7254	560	40	aveecodis	aveecodi	VERB
epaa-7254	560	41	−0.11	−0.11	NOUN
epaa-7254	560	42	(	(	PUNCT
epaa-7254	560	43	0.03	0.03	NUM
epaa-7254	560	44	)	)	PUNCT
epaa-7254	560	45	*	*	PUNCT
epaa-7254	561	1	*	*	PUNCT
epaa-7254	561	2	*	*	PUNCT
epaa-7254	561	3	avegifted	avegifte	VERB
epaa-7254	561	4	0.45	0.45	NUM
epaa-7254	561	5	(	(	PUNCT
epaa-7254	561	6	0.05	0.05	NUM
epaa-7254	561	7	)	)	PUNCT
epaa-7254	561	8	*	*	PUNCT
epaa-7254	562	1	*	*	PUNCT
epaa-7254	562	2	*	*	PUNCT
epaa-7254	562	3	avespeced	avespeced	ADJ
epaa-7254	562	4	−0.14	−0.14	INTJ
epaa-7254	562	5	(	(	PUNCT
epaa-7254	562	6	0.02	0.02	NUM
epaa-7254	562	7	)	)	PUNCT
epaa-7254	563	1	*	*	PUNCT
epaa-7254	564	1	*	*	PUNCT
epaa-7254	564	2	*	*	VERB
epaa-7254	564	3	avelep	avelep	NOUN
epaa-7254	564	4	−0.01	−0.01	INTJ
epaa-7254	564	5	(	(	PUNCT
epaa-7254	564	6	0.02	0.02	NUM
epaa-7254	564	7	)	)	PUNCT
epaa-7254	564	8	aveasian	aveasian	NOUN
epaa-7254	564	9	0.45	0.45	NUM
epaa-7254	564	10	(	(	PUNCT
epaa-7254	564	11	0.07	0.07	NUM
epaa-7254	564	12	)	)	PUNCT
epaa-7254	564	13	*	*	PUNCT
epaa-7254	565	1	*	*	PUNCT
epaa-7254	565	2	*	*	PUNCT
epaa-7254	565	3	aveblack	aveblack	INTJ
epaa-7254	565	4	0.01	0.01	NUM
epaa-7254	565	5	(	(	PUNCT
epaa-7254	565	6	0.04	0.04	NUM
epaa-7254	565	7	)	)	PUNCT
epaa-7254	565	8	avehispanic	avehispanic	ADJ
epaa-7254	565	9	0.02	0.02	NUM
epaa-7254	565	10	(	(	PUNCT
epaa-7254	565	11	0.03	0.03	NUM
epaa-7254	565	12	)	)	PUNCT
epaa-7254	565	13	avewhite	avewhite	NOUN
epaa-7254	565	14	tracked	track	VERB
epaa-7254	565	15	yrs	yr	NOUN
epaa-7254	565	16	:	:	PUNCT
epaa-7254	565	17	4	4	NUM
epaa-7254	565	18	-	-	SYM
epaa-7254	565	19	10	10	NUM
epaa-7254	565	20	0.00	0.00	NUM
epaa-7254	565	21	(	(	PUNCT
epaa-7254	565	22	0.02	0.02	NUM
epaa-7254	565	23	)	)	PUNCT
epaa-7254	565	24	0.00	0.00	NUM
epaa-7254	565	25	(	(	PUNCT
epaa-7254	565	26	0.02	0.02	NUM
epaa-7254	565	27	)	)	PUNCT
epaa-7254	565	28	yrs	yr	NOUN
epaa-7254	565	29	:	:	PUNCT
epaa-7254	565	30	11	11	NUM
epaa-7254	565	31	-	-	SYM
epaa-7254	565	32	20	20	NUM
epaa-7254	565	33	0.00	0.00	NUM
epaa-7254	565	34	(	(	PUNCT
epaa-7254	565	35	0.03	0.03	NUM
epaa-7254	565	36	)	)	PUNCT
epaa-7254	565	37	0.00	0.00	NUM
epaa-7254	565	38	(	(	PUNCT
epaa-7254	565	39	0.03	0.03	NUM
epaa-7254	565	40	)	)	PUNCT
epaa-7254	565	41	*	*	PUNCT
epaa-7254	565	42	p<.05	p<.05	NOUN
epaa-7254	565	43	,	,	PUNCT
epaa-7254	565	44	*	*	PUNCT
epaa-7254	565	45	*	*	PUNCT
epaa-7254	565	46	p<.01	p<.01	VERB
epaa-7254	565	47	,	,	PUNCT
epaa-7254	565	48	*	*	PUNCT
epaa-7254	565	49	*	*	PUNCT
epaa-7254	565	50	*	*	PUNCT
epaa-7254	565	51	p<.001	p<.001	PRON
epaa-7254	565	52	education	education	NOUN
epaa-7254	565	53	policy	policy	NOUN
epaa-7254	565	54	analysis	analysis	NOUN
epaa-7254	565	55	archives	archive	NOUN
epaa-7254	565	56	vol	vol	NOUN
epaa-7254	565	57	.	.	PROPN
epaa-7254	565	58	30	30	NUM
epaa-7254	566	1	no	no	NOUN
epaa-7254	566	2	.	.	PUNCT
epaa-7254	567	1	147	147	NUM
epaa-7254	567	2	22	22	NUM
epaa-7254	567	3	for	for	ADP
epaa-7254	567	4	each	each	DET
epaa-7254	567	5	model	model	NOUN
epaa-7254	567	6	,	,	PUNCT
epaa-7254	567	7	the	the	DET
epaa-7254	567	8	coefficient	coefficient	NOUN
epaa-7254	567	9	of	of	ADP
epaa-7254	567	10	ultimate	ultimate	ADJ
epaa-7254	567	11	interest	interest	NOUN
epaa-7254	567	12	is	be	AUX
epaa-7254	567	13	noyce	noyce	NOUN
epaa-7254	567	14	,	,	PUNCT
epaa-7254	567	15	which	which	PRON
epaa-7254	567	16	is	be	AUX
epaa-7254	567	17	a	a	DET
epaa-7254	567	18	flag	flag	NOUN
epaa-7254	567	19	indicating	indicate	VERB
epaa-7254	567	20	whether	whether	SCONJ
epaa-7254	567	21	the	the	DET
epaa-7254	567	22	teacher	teacher	NOUN
epaa-7254	567	23	was	be	AUX
epaa-7254	567	24	a	a	DET
epaa-7254	567	25	noyce	noyce	NOUN
epaa-7254	567	26	scholar	scholar	NOUN
epaa-7254	567	27	or	or	CCONJ
epaa-7254	567	28	not	not	PART
epaa-7254	567	29	.	.	PUNCT
epaa-7254	568	1	in	in	ADP
epaa-7254	568	2	algebra	algebra	PROPN
epaa-7254	568	3	i	i	PRON
epaa-7254	568	4	,	,	PUNCT
epaa-7254	568	5	students	student	NOUN
epaa-7254	568	6	of	of	ADP
epaa-7254	568	7	noyce	noyce	PROPN
epaa-7254	568	8	scholars	scholars	PROPN
epaa-7254	568	9	gained	gain	VERB
epaa-7254	568	10	10	10	NUM
epaa-7254	568	11	%	%	NOUN
epaa-7254	568	12	to	to	PART
epaa-7254	568	13	17	17	NUM
epaa-7254	568	14	%	%	NOUN
epaa-7254	568	15	(	(	PUNCT
epaa-7254	568	16	3.5	3.5	NUM
epaa-7254	568	17	to	to	PART
epaa-7254	568	18	6.1	6.1	NUM
epaa-7254	568	19	months	month	NOUN
epaa-7254	568	20	of	of	ADP
epaa-7254	568	21	schooling	schooling	NOUN
epaa-7254	568	22	)	)	PUNCT
epaa-7254	568	23	more	more	ADJ
epaa-7254	568	24	than	than	ADP
epaa-7254	568	25	students	student	NOUN
epaa-7254	568	26	of	of	ADP
epaa-7254	568	27	other	other	ADJ
epaa-7254	568	28	teachers	teacher	NOUN
epaa-7254	568	29	in	in	ADP
epaa-7254	568	30	the	the	DET
epaa-7254	568	31	same	same	ADJ
epaa-7254	568	32	schools	school	NOUN
epaa-7254	568	33	(	(	PUNCT
epaa-7254	568	34	table	table	NOUN
epaa-7254	568	35	5	5	NUM
epaa-7254	568	36	)	)	PUNCT
epaa-7254	568	37	.	.	PUNCT
epaa-7254	569	1	this	this	DET
epaa-7254	569	2	result	result	NOUN
epaa-7254	569	3	is	be	AUX
epaa-7254	569	4	robust	robust	ADJ
epaa-7254	569	5	and	and	CCONJ
epaa-7254	569	6	persists	persist	VERB
epaa-7254	569	7	across	across	ADP
epaa-7254	569	8	every	every	DET
epaa-7254	569	9	model	model	NOUN
epaa-7254	569	10	we	we	PRON
epaa-7254	569	11	examined	examine	VERB
epaa-7254	569	12	,	,	PUNCT
epaa-7254	569	13	except	except	SCONJ
epaa-7254	569	14	ones	one	NOUN
epaa-7254	569	15	including	include	VERB
epaa-7254	569	16	gpa	gpa	PROPN
epaa-7254	569	17	which	which	PRON
epaa-7254	569	18	we	we	PRON
epaa-7254	569	19	will	will	AUX
epaa-7254	569	20	discuss	discuss	VERB
epaa-7254	569	21	below	below	ADV
epaa-7254	569	22	.	.	PUNCT
epaa-7254	570	1	the	the	DET
epaa-7254	570	2	largest	large	ADJ
epaa-7254	570	3	estimate	estimate	NOUN
epaa-7254	570	4	,	,	PUNCT
epaa-7254	570	5	17	17	NUM
epaa-7254	570	6	%	%	NOUN
epaa-7254	570	7	(	(	PUNCT
epaa-7254	570	8	6	6	NUM
epaa-7254	570	9	months	month	NOUN
epaa-7254	570	10	of	of	ADP
epaa-7254	570	11	schooling	schooling	NOUN
epaa-7254	570	12	)	)	PUNCT
epaa-7254	570	13	gained	gain	VERB
epaa-7254	570	14	per	per	ADP
epaa-7254	570	15	year	year	NOUN
epaa-7254	570	16	in	in	ADP
epaa-7254	570	17	algebra	algebra	PROPN
epaa-7254	570	18	i	i	PRON
epaa-7254	570	19	,	,	PUNCT
epaa-7254	570	20	shows	show	VERB
epaa-7254	570	21	up	up	ADP
epaa-7254	570	22	for	for	ADP
epaa-7254	570	23	models	model	NOUN
epaa-7254	570	24	where	where	SCONJ
epaa-7254	570	25	the	the	DET
epaa-7254	570	26	campus	campus	NOUN
epaa-7254	570	27	term	term	NOUN
epaa-7254	570	28	is	be	AUX
epaa-7254	570	29	missing	miss	VERB
epaa-7254	570	30	.	.	PUNCT
epaa-7254	571	1	this	this	PRON
epaa-7254	571	2	means	mean	VERB
epaa-7254	571	3	that	that	SCONJ
epaa-7254	571	4	these	these	DET
epaa-7254	571	5	models	model	NOUN
epaa-7254	571	6	do	do	AUX
epaa-7254	571	7	not	not	PART
epaa-7254	571	8	correct	correct	VERB
epaa-7254	571	9	for	for	ADP
epaa-7254	571	10	the	the	DET
epaa-7254	571	11	overall	overall	ADJ
epaa-7254	571	12	level	level	NOUN
epaa-7254	571	13	of	of	ADP
epaa-7254	571	14	student	student	NOUN
epaa-7254	571	15	accomplishment	accomplishment	NOUN
epaa-7254	571	16	in	in	ADP
epaa-7254	571	17	each	each	DET
epaa-7254	571	18	school	school	NOUN
epaa-7254	571	19	.	.	PUNCT
epaa-7254	572	1	this	this	DET
epaa-7254	572	2	choice	choice	NOUN
epaa-7254	572	3	of	of	ADP
epaa-7254	572	4	model	model	NOUN
epaa-7254	572	5	is	be	AUX
epaa-7254	572	6	appropriate	appropriate	ADJ
epaa-7254	572	7	if	if	SCONJ
epaa-7254	572	8	one	one	PRON
epaa-7254	572	9	believes	believe	VERB
epaa-7254	572	10	that	that	SCONJ
epaa-7254	572	11	the	the	DET
epaa-7254	572	12	main	main	ADJ
epaa-7254	572	13	reason	reason	NOUN
epaa-7254	572	14	some	some	DET
epaa-7254	572	15	schools	school	NOUN
epaa-7254	572	16	are	be	AUX
epaa-7254	572	17	better	well	ADJ
epaa-7254	572	18	is	be	AUX
epaa-7254	572	19	mainly	mainly	ADV
epaa-7254	572	20	due	due	ADJ
epaa-7254	572	21	to	to	ADP
epaa-7254	572	22	their	their	PRON
epaa-7254	572	23	teachers	teacher	NOUN
epaa-7254	572	24	,	,	PUNCT
epaa-7254	572	25	so	so	SCONJ
epaa-7254	572	26	if	if	SCONJ
epaa-7254	572	27	students	student	NOUN
epaa-7254	572	28	in	in	ADP
epaa-7254	572	29	a	a	DET
epaa-7254	572	30	school	school	NOUN
epaa-7254	572	31	are	be	AUX
epaa-7254	572	32	doing	do	VERB
epaa-7254	572	33	particularly	particularly	ADV
epaa-7254	572	34	well	well	ADV
epaa-7254	572	35	overall	overall	ADJ
epaa-7254	572	36	,	,	PUNCT
epaa-7254	572	37	one	one	PRON
epaa-7254	572	38	should	should	AUX
epaa-7254	572	39	not	not	PART
epaa-7254	572	40	subtract	subtract	VERB
epaa-7254	572	41	this	this	PRON
epaa-7254	572	42	from	from	ADP
epaa-7254	572	43	all	all	DET
epaa-7254	572	44	the	the	DET
epaa-7254	572	45	teachers	teacher	NOUN
epaa-7254	572	46	’	’	PART
epaa-7254	572	47	scores	score	NOUN
epaa-7254	572	48	.	.	PUNCT
epaa-7254	573	1	table	table	NOUN
epaa-7254	573	2	7	7	NUM
epaa-7254	573	3	biology	biology	NOUN
epaa-7254	573	4	,	,	PUNCT
epaa-7254	573	5	compared	compare	VERB
epaa-7254	573	6	to	to	ADP
epaa-7254	573	7	teachers	teacher	NOUN
epaa-7254	573	8	in	in	ADP
epaa-7254	573	9	same	same	ADJ
epaa-7254	573	10	schools	school	NOUN
epaa-7254	573	11	(	(	PUNCT
epaa-7254	573	12	r5	r5	PROPN
epaa-7254	573	13	)	)	PUNCT
epaa-7254	573	14	.	.	PUNCT
epaa-7254	574	1	standard	standard	ADJ
epaa-7254	574	2	deviation	deviation	NOUN
epaa-7254	574	3	units	unit	NOUN
epaa-7254	574	4	.	.	PUNCT
epaa-7254	575	1	standard	standard	ADJ
epaa-7254	575	2	uncertainty	uncertainty	NOUN
epaa-7254	575	3	in	in	ADP
epaa-7254	575	4	parentheses	parenthesis	NOUN
epaa-7254	575	5	.	.	PUNCT
epaa-7254	576	1	we	we	PRON
epaa-7254	576	2	compare	compare	VERB
epaa-7254	576	3	17	17	NUM
epaa-7254	576	4	noyce	noyce	NOUN
epaa-7254	576	5	teachers	teacher	NOUN
epaa-7254	576	6	with	with	ADP
epaa-7254	576	7	494	494	NUM
epaa-7254	576	8	others	other	NOUN
epaa-7254	576	9	at	at	ADP
epaa-7254	576	10	25	25	NUM
epaa-7254	576	11	campuses	campus	NOUN
epaa-7254	576	12	in	in	ADP
epaa-7254	576	13	7564	7564	NUM
epaa-7254	576	14	classes	class	NOUN
epaa-7254	576	15	with	with	ADP
epaa-7254	576	16	158079	158079	NUM
epaa-7254	576	17	total	total	ADJ
epaa-7254	576	18	students	student	NOUN
epaa-7254	576	19	random	random	ADJ
epaa-7254	576	20	effects	effect	NOUN
epaa-7254	576	21	2a	2a	NUM
epaa-7254	576	22	2b	2b	NUM
epaa-7254	576	23	2c	2c	NUM
epaa-7254	576	24	2d	2d	NOUN
epaa-7254	576	25	campus	campus	NOUN
epaa-7254	576	26	sd	sd	ADP
epaa-7254	576	27	0.20	0.20	NUM
epaa-7254	576	28	0.20	0.20	NUM
epaa-7254	576	29	0.16	0.16	NUM
epaa-7254	576	30	teacher	teacher	NOUN
epaa-7254	576	31	sd	sd	ADP
epaa-7254	576	32	0.25	0.25	NUM
epaa-7254	576	33	0.19	0.19	NUM
epaa-7254	576	34	0.19	0.19	NUM
epaa-7254	576	35	0.16	0.16	NUM
epaa-7254	576	36	class	class	NOUN
epaa-7254	576	37	sd	sd	ADP
epaa-7254	576	38	0.16	0.16	NUM
epaa-7254	576	39	0.15	0.15	NUM
epaa-7254	576	40	0.15	0.15	NUM
epaa-7254	576	41	0.13	0.13	NUM
epaa-7254	576	42	fixed	fix	VERB
epaa-7254	576	43	effects	effect	NOUN
epaa-7254	576	44	noyce	noyce	PROPN
epaa-7254	576	45	0.05	0.05	NUM
epaa-7254	576	46	(	(	PUNCT
epaa-7254	576	47	0.07	0.07	NUM
epaa-7254	576	48	)	)	PUNCT
epaa-7254	576	49	0.08	0.08	NUM
epaa-7254	576	50	(	(	PUNCT
epaa-7254	576	51	0.05	0.05	NUM
epaa-7254	576	52	)	)	PUNCT
epaa-7254	576	53	0.08	0.08	NUM
epaa-7254	576	54	(	(	PUNCT
epaa-7254	576	55	0.05	0.05	NUM
epaa-7254	576	56	)	)	PUNCT
epaa-7254	576	57	0.08	0.08	NUM
epaa-7254	576	58	(	(	PUNCT
epaa-7254	576	59	0.05	0.05	NUM
epaa-7254	576	60	)	)	PUNCT
epaa-7254	576	61	stdcert	stdcert	NOUN
epaa-7254	576	62	0.01	0.01	NUM
epaa-7254	576	63	(	(	PUNCT
epaa-7254	576	64	0.02	0.02	NUM
epaa-7254	576	65	)	)	PUNCT
epaa-7254	576	66	0.01	0.01	NUM
epaa-7254	576	67	(	(	PUNCT
epaa-7254	576	68	0.02	0.02	NUM
epaa-7254	576	69	)	)	PUNCT
epaa-7254	576	70	ecodis	ecodi	NOUN
epaa-7254	576	71	−0.08	−0.08	NUM
epaa-7254	576	72	(	(	PUNCT
epaa-7254	576	73	0.00	0.00	NUM
epaa-7254	576	74	)	)	PUNCT
epaa-7254	576	75	*	*	PUNCT
epaa-7254	577	1	*	*	PUNCT
epaa-7254	577	2	*	*	PUNCT
epaa-7254	577	3	−0.08	−0.08	X
epaa-7254	577	4	(	(	PUNCT
epaa-7254	577	5	0.00	0.00	NUM
epaa-7254	577	6	)	)	PUNCT
epaa-7254	577	7	*	*	PUNCT
epaa-7254	578	1	*	*	PUNCT
epaa-7254	578	2	*	*	PUNCT
epaa-7254	578	3	−0.08	−0.08	X
epaa-7254	578	4	(	(	PUNCT
epaa-7254	578	5	0.00	0.00	NUM
epaa-7254	578	6	)	)	PUNCT
epaa-7254	578	7	*	*	PUNCT
epaa-7254	579	1	*	*	PUNCT
epaa-7254	579	2	*	*	PUNCT
epaa-7254	579	3	−0.07	−0.07	X
epaa-7254	579	4	(	(	PUNCT
epaa-7254	579	5	0.00	0.00	NUM
epaa-7254	579	6	)	)	PUNCT
epaa-7254	579	7	*	*	PUNCT
epaa-7254	579	8	*	*	PUNCT
epaa-7254	579	9	*	*	PUNCT
epaa-7254	579	10	gifted	gifted	ADJ
epaa-7254	579	11	0.23	0.23	NUM
epaa-7254	579	12	(	(	PUNCT
epaa-7254	579	13	0.01	0.01	NUM
epaa-7254	579	14	)	)	PUNCT
epaa-7254	579	15	*	*	PUNCT
epaa-7254	580	1	*	*	PUNCT
epaa-7254	580	2	*	*	PUNCT
epaa-7254	580	3	0.23	0.23	NUM
epaa-7254	580	4	(	(	PUNCT
epaa-7254	580	5	0.01	0.01	NUM
epaa-7254	580	6	)	)	PUNCT
epaa-7254	580	7	*	*	PUNCT
epaa-7254	581	1	*	*	PUNCT
epaa-7254	581	2	*	*	PUNCT
epaa-7254	581	3	0.23	0.23	NUM
epaa-7254	581	4	(	(	PUNCT
epaa-7254	581	5	0.01	0.01	NUM
epaa-7254	581	6	)	)	PUNCT
epaa-7254	581	7	*	*	PUNCT
epaa-7254	582	1	*	*	PUNCT
epaa-7254	582	2	*	*	PUNCT
epaa-7254	582	3	0.19	0.19	NUM
epaa-7254	582	4	(	(	PUNCT
epaa-7254	582	5	0.01	0.01	NUM
epaa-7254	582	6	)	)	PUNCT
epaa-7254	582	7	*	*	PUNCT
epaa-7254	582	8	*	*	PUNCT
epaa-7254	582	9	*	*	PUNCT
epaa-7254	582	10	speced	spece	VERB
epaa-7254	582	11	−0.30	−0.30	X
epaa-7254	582	12	(	(	PUNCT
epaa-7254	582	13	0.01	0.01	NUM
epaa-7254	582	14	)	)	PUNCT
epaa-7254	582	15	*	*	PUNCT
epaa-7254	583	1	*	*	PUNCT
epaa-7254	583	2	*	*	PUNCT
epaa-7254	583	3	−0.30	−0.30	X
epaa-7254	583	4	(	(	PUNCT
epaa-7254	583	5	0.01	0.01	NUM
epaa-7254	583	6	)	)	PUNCT
epaa-7254	583	7	*	*	PUNCT
epaa-7254	584	1	*	*	PUNCT
epaa-7254	584	2	*	*	PUNCT
epaa-7254	584	3	−0.30	−0.30	X
epaa-7254	584	4	(	(	PUNCT
epaa-7254	584	5	0.01	0.01	NUM
epaa-7254	584	6	)	)	PUNCT
epaa-7254	584	7	*	*	PUNCT
epaa-7254	585	1	*	*	PUNCT
epaa-7254	585	2	*	*	PUNCT
epaa-7254	585	3	−0.22	−0.22	NOUN
epaa-7254	585	4	(	(	PUNCT
epaa-7254	585	5	0.01	0.01	NUM
epaa-7254	585	6	)	)	PUNCT
epaa-7254	585	7	*	*	PUNCT
epaa-7254	586	1	*	*	PUNCT
epaa-7254	586	2	*	*	PUNCT
epaa-7254	586	3	lep	lep	PROPN
epaa-7254	586	4	−0.28	−0.28	INTJ
epaa-7254	586	5	(	(	PUNCT
epaa-7254	586	6	0.01	0.01	NUM
epaa-7254	586	7	)	)	PUNCT
epaa-7254	586	8	*	*	PUNCT
epaa-7254	587	1	*	*	PUNCT
epaa-7254	587	2	*	*	PUNCT
epaa-7254	587	3	−0.28	−0.28	INTJ
epaa-7254	587	4	(	(	PUNCT
epaa-7254	587	5	0.01	0.01	NUM
epaa-7254	587	6	)	)	PUNCT
epaa-7254	587	7	*	*	PUNCT
epaa-7254	588	1	*	*	PUNCT
epaa-7254	588	2	*	*	PUNCT
epaa-7254	588	3	−0.28	−0.28	INTJ
epaa-7254	588	4	(	(	PUNCT
epaa-7254	588	5	0.01	0.01	NUM
epaa-7254	588	6	)	)	PUNCT
epaa-7254	588	7	*	*	PUNCT
epaa-7254	589	1	*	*	PUNCT
epaa-7254	589	2	*	*	PUNCT
epaa-7254	589	3	−0.26	−0.26	ADJ
epaa-7254	589	4	(	(	PUNCT
epaa-7254	589	5	0.01	0.01	NUM
epaa-7254	589	6	)	)	PUNCT
epaa-7254	589	7	*	*	PUNCT
epaa-7254	590	1	*	*	PUNCT
epaa-7254	590	2	*	*	PUNCT
epaa-7254	590	3	asian	asian	ADJ
epaa-7254	590	4	0.09	0.09	NUM
epaa-7254	590	5	(	(	PUNCT
epaa-7254	590	6	0.01	0.01	NUM
epaa-7254	590	7	)	)	PUNCT
epaa-7254	590	8	*	*	PUNCT
epaa-7254	591	1	*	*	PUNCT
epaa-7254	591	2	*	*	PUNCT
epaa-7254	591	3	0.09	0.09	NUM
epaa-7254	591	4	(	(	PUNCT
epaa-7254	591	5	0.01	0.01	NUM
epaa-7254	591	6	)	)	PUNCT
epaa-7254	591	7	*	*	PUNCT
epaa-7254	592	1	*	*	PUNCT
epaa-7254	592	2	*	*	PUNCT
epaa-7254	592	3	0.09	0.09	NUM
epaa-7254	592	4	(	(	PUNCT
epaa-7254	592	5	0.01	0.01	NUM
epaa-7254	592	6	)	)	PUNCT
epaa-7254	592	7	*	*	PUNCT
epaa-7254	593	1	*	*	PUNCT
epaa-7254	593	2	*	*	PUNCT
epaa-7254	593	3	0.08	0.08	NUM
epaa-7254	593	4	(	(	PUNCT
epaa-7254	593	5	0.01	0.01	NUM
epaa-7254	593	6	)	)	PUNCT
epaa-7254	593	7	*	*	PUNCT
epaa-7254	594	1	*	*	PUNCT
epaa-7254	594	2	*	*	PUNCT
epaa-7254	594	3	black	black	ADJ
epaa-7254	594	4	−0.08	−0.08	ADJ
epaa-7254	594	5	(	(	PUNCT
epaa-7254	594	6	0.01	0.01	NUM
epaa-7254	594	7	)	)	PUNCT
epaa-7254	594	8	*	*	PUNCT
epaa-7254	595	1	*	*	PUNCT
epaa-7254	595	2	*	*	PUNCT
epaa-7254	595	3	−0.08	−0.08	X
epaa-7254	595	4	(	(	PUNCT
epaa-7254	595	5	0.01	0.01	NUM
epaa-7254	595	6	)	)	PUNCT
epaa-7254	595	7	*	*	PUNCT
epaa-7254	596	1	*	*	PUNCT
epaa-7254	596	2	*	*	PUNCT
epaa-7254	596	3	−0.08	−0.08	X
epaa-7254	596	4	(	(	PUNCT
epaa-7254	596	5	0.01	0.01	NUM
epaa-7254	596	6	)	)	PUNCT
epaa-7254	596	7	*	*	PUNCT
epaa-7254	597	1	*	*	PUNCT
epaa-7254	597	2	*	*	PUNCT
epaa-7254	597	3	−0.07	−0.07	X
epaa-7254	597	4	(	(	PUNCT
epaa-7254	597	5	0.01	0.01	NUM
epaa-7254	597	6	)	)	PUNCT
epaa-7254	597	7	*	*	PUNCT
epaa-7254	598	1	*	*	PUNCT
epaa-7254	598	2	*	*	PUNCT
epaa-7254	598	3	hispanic	hispanic	ADJ
epaa-7254	598	4	−0.08	−0.08	ADJ
epaa-7254	598	5	(	(	PUNCT
epaa-7254	598	6	0.01	0.01	NUM
epaa-7254	598	7	)	)	PUNCT
epaa-7254	598	8	*	*	PUNCT
epaa-7254	599	1	*	*	PUNCT
epaa-7254	599	2	*	*	PUNCT
epaa-7254	599	3	−0.08	−0.08	X
epaa-7254	599	4	(	(	PUNCT
epaa-7254	599	5	0.01	0.01	NUM
epaa-7254	599	6	)	)	PUNCT
epaa-7254	599	7	*	*	PUNCT
epaa-7254	600	1	*	*	PUNCT
epaa-7254	600	2	*	*	PUNCT
epaa-7254	600	3	−0.08	−0.08	X
epaa-7254	600	4	(	(	PUNCT
epaa-7254	600	5	0.01	0.01	NUM
epaa-7254	600	6	)	)	PUNCT
epaa-7254	600	7	*	*	PUNCT
epaa-7254	601	1	*	*	PUNCT
epaa-7254	601	2	*	*	PUNCT
epaa-7254	601	3	−0.07	−0.07	X
epaa-7254	601	4	(	(	PUNCT
epaa-7254	601	5	0.01	0.01	NUM
epaa-7254	601	6	)	)	PUNCT
epaa-7254	601	7	*	*	PUNCT
epaa-7254	602	1	*	*	PUNCT
epaa-7254	602	2	*	*	PUNCT
epaa-7254	602	3	white	white	ADJ
epaa-7254	602	4	0.03	0.03	NUM
epaa-7254	602	5	(	(	PUNCT
epaa-7254	602	6	0.01	0.01	NUM
epaa-7254	602	7	)	)	PUNCT
epaa-7254	602	8	*	*	PUNCT
epaa-7254	603	1	*	*	PUNCT
epaa-7254	603	2	0.03	0.03	NUM
epaa-7254	603	3	(	(	PUNCT
epaa-7254	603	4	0.01	0.01	NUM
epaa-7254	603	5	)	)	PUNCT
epaa-7254	603	6	*	*	PUNCT
epaa-7254	604	1	*	*	PUNCT
epaa-7254	604	2	0.03	0.03	NUM
epaa-7254	604	3	(	(	PUNCT
epaa-7254	604	4	0.01	0.01	NUM
epaa-7254	604	5	)	)	PUNCT
epaa-7254	604	6	*	*	PUNCT
epaa-7254	605	1	*	*	PUNCT
epaa-7254	605	2	0.03	0.03	NUM
epaa-7254	605	3	(	(	PUNCT
epaa-7254	605	4	0.01	0.01	NUM
epaa-7254	605	5	)	)	PUNCT
epaa-7254	605	6	*	*	PUNCT
epaa-7254	605	7	*	*	PUNCT
epaa-7254	605	8	aveecodis	aveecodis	PROPN
epaa-7254	605	9	−0.19	−0.19	PROPN
epaa-7254	605	10	(	(	PUNCT
epaa-7254	605	11	0.02	0.02	NUM
epaa-7254	605	12	)	)	PUNCT
epaa-7254	606	1	*	*	PUNCT
epaa-7254	606	2	*	*	PUNCT
epaa-7254	606	3	*	*	PUNCT
epaa-7254	606	4	avegifted	avegifte	VERB
epaa-7254	606	5	0.21	0.21	NUM
epaa-7254	606	6	(	(	PUNCT
epaa-7254	606	7	0.03	0.03	NUM
epaa-7254	606	8	)	)	PUNCT
epaa-7254	606	9	*	*	PUNCT
epaa-7254	607	1	*	*	PUNCT
epaa-7254	607	2	*	*	PUNCT
epaa-7254	607	3	avespeced	avespeced	ADJ
epaa-7254	607	4	−0.24	−0.24	X
epaa-7254	607	5	(	(	PUNCT
epaa-7254	607	6	0.02	0.02	NUM
epaa-7254	607	7	)	)	PUNCT
epaa-7254	607	8	*	*	PUNCT
epaa-7254	608	1	*	*	PUNCT
epaa-7254	608	2	*	*	VERB
epaa-7254	608	3	avelep	avelep	PROPN
epaa-7254	608	4	−0.1	−0.1	PROPN
epaa-7254	608	5	(	(	PUNCT
epaa-7254	608	6	0.02	0.02	NUM
epaa-7254	608	7	)	)	PUNCT
epaa-7254	608	8	*	*	PUNCT
epaa-7254	609	1	*	*	PUNCT
epaa-7254	609	2	*	*	PUNCT
epaa-7254	609	3	aveasian	aveasian	ADJ
epaa-7254	609	4	0.22	0.22	NUM
epaa-7254	609	5	(	(	PUNCT
epaa-7254	609	6	0.05	0.05	NUM
epaa-7254	609	7	)	)	PUNCT
epaa-7254	609	8	*	*	PUNCT
epaa-7254	610	1	*	*	PUNCT
epaa-7254	610	2	*	*	PUNCT
epaa-7254	610	3	aveblack	aveblack	PROPN
epaa-7254	610	4	−0.22	−0.22	PROPN
epaa-7254	610	5	(	(	PUNCT
epaa-7254	610	6	0.03	0.03	NUM
epaa-7254	610	7	)	)	PUNCT
epaa-7254	610	8	*	*	PUNCT
epaa-7254	611	1	*	*	PUNCT
epaa-7254	611	2	*	*	PUNCT
epaa-7254	611	3	avehispanic	avehispanic	ADJ
epaa-7254	611	4	−0.18	−0.18	ADP
epaa-7254	611	5	(	(	PUNCT
epaa-7254	611	6	0.03	0.03	NUM
epaa-7254	611	7	)	)	PUNCT
epaa-7254	611	8	*	*	PUNCT
epaa-7254	611	9	*	*	PUNCT
epaa-7254	611	10	*	*	PUNCT
epaa-7254	611	11	avewhite	avewhite	PROPN
epaa-7254	611	12	tracked	track	VERB
epaa-7254	611	13	0.14	0.14	NUM
epaa-7254	611	14	(	(	PUNCT
epaa-7254	611	15	0.00	0.00	NUM
epaa-7254	611	16	)	)	PUNCT
epaa-7254	612	1	*	*	PUNCT
epaa-7254	613	1	*	*	PUNCT
epaa-7254	613	2	*	*	PUNCT
epaa-7254	613	3	yrs	yr	NOUN
epaa-7254	613	4	:	:	PUNCT
epaa-7254	613	5	4	4	NUM
epaa-7254	613	6	-	-	SYM
epaa-7254	613	7	10	10	NUM
epaa-7254	613	8	0.02	0.02	NUM
epaa-7254	613	9	(	(	PUNCT
epaa-7254	613	10	0.01	0.01	NUM
epaa-7254	613	11	)	)	PUNCT
epaa-7254	613	12	0.02	0.02	NUM
epaa-7254	613	13	(	(	PUNCT
epaa-7254	613	14	0.01	0.01	NUM
epaa-7254	613	15	)	)	PUNCT
epaa-7254	613	16	yrs	yr	NOUN
epaa-7254	613	17	:	:	PUNCT
epaa-7254	613	18	11	11	NUM
epaa-7254	613	19	-	-	SYM
epaa-7254	613	20	20	20	NUM
epaa-7254	613	21	0.06	0.06	NUM
epaa-7254	613	22	(	(	PUNCT
epaa-7254	613	23	0.02	0.02	NUM
epaa-7254	613	24	)	)	PUNCT
epaa-7254	613	25	*	*	PUNCT
epaa-7254	614	1	*	*	PUNCT
epaa-7254	614	2	*	*	PUNCT
epaa-7254	614	3	0.03	0.03	NUM
epaa-7254	614	4	(	(	PUNCT
epaa-7254	614	5	0.02	0.02	NUM
epaa-7254	614	6	)	)	PUNCT
epaa-7254	614	7	*	*	PUNCT
epaa-7254	615	1	*	*	PUNCT
epaa-7254	615	2	p<.05	p<.05	NOUN
epaa-7254	615	3	,	,	PUNCT
epaa-7254	615	4	*	*	PUNCT
epaa-7254	615	5	*	*	PUNCT
epaa-7254	615	6	p<.01	p<.01	VERB
epaa-7254	615	7	,	,	PUNCT
epaa-7254	615	8	*	*	PUNCT
epaa-7254	615	9	*	*	PUNCT
epaa-7254	615	10	*	*	PUNCT
epaa-7254	615	11	p<.001	p<.001	NOUN
epaa-7254	615	12	research	research	NOUN
epaa-7254	615	13	question	question	NOUN
epaa-7254	615	14	r6	r6	NOUN
epaa-7254	615	15	when	when	SCONJ
epaa-7254	615	16	comparing	compare	VERB
epaa-7254	615	17	algebra	algebra	NOUN
epaa-7254	615	18	i	i	PRON
epaa-7254	615	19	teachers	teacher	NOUN
epaa-7254	615	20	with	with	ADP
epaa-7254	615	21	other	other	ADJ
epaa-7254	615	22	algebra	algebra	NOUN
epaa-7254	615	23	i	i	PRON
epaa-7254	615	24	teachers	teacher	NOUN
epaa-7254	615	25	who	who	PRON
epaa-7254	615	26	came	come	VERB
epaa-7254	615	27	from	from	ADP
epaa-7254	615	28	the	the	DET
epaa-7254	615	29	same	same	ADJ
epaa-7254	615	30	universities	university	NOUN
epaa-7254	615	31	,	,	PUNCT
epaa-7254	615	32	the	the	DET
epaa-7254	615	33	only	only	ADJ
epaa-7254	615	34	model	model	NOUN
epaa-7254	615	35	that	that	PRON
epaa-7254	615	36	estimates	estimate	VERB
epaa-7254	615	37	students	student	NOUN
epaa-7254	615	38	of	of	ADP
epaa-7254	615	39	noyce	noyce	PROPN
epaa-7254	615	40	scholars	scholars	PROPN
epaa-7254	615	41	to	to	PART
epaa-7254	615	42	have	have	VERB
epaa-7254	615	43	significantly	significantly	ADV
epaa-7254	615	44	greater	great	ADJ
epaa-7254	615	45	learning	learning	NOUN
epaa-7254	615	46	is	be	AUX
epaa-7254	615	47	the	the	DET
epaa-7254	615	48	one	one	NUM
epaa-7254	615	49	without	without	ADP
epaa-7254	615	50	the	the	DET
epaa-7254	615	51	campus	campus	NOUN
epaa-7254	615	52	intercept	intercept	NOUN
epaa-7254	615	53	.	.	PUNCT
epaa-7254	616	1	in	in	ADP
epaa-7254	616	2	all	all	DET
epaa-7254	616	3	other	other	ADJ
epaa-7254	616	4	cases	case	NOUN
epaa-7254	616	5	the	the	DET
epaa-7254	616	6	uncertainty	uncertainty	NOUN
epaa-7254	616	7	is	be	AUX
epaa-7254	616	8	too	too	ADV
epaa-7254	616	9	large	large	ADJ
epaa-7254	616	10	to	to	PART
epaa-7254	616	11	draw	draw	VERB
epaa-7254	616	12	a	a	DET
epaa-7254	616	13	conclusion	conclusion	NOUN
epaa-7254	616	14	.	.	PUNCT
epaa-7254	617	1	in	in	ADP
epaa-7254	617	2	the	the	DET
epaa-7254	617	3	case	case	NOUN
epaa-7254	617	4	of	of	ADP
epaa-7254	617	5	biology	biology	NOUN
epaa-7254	617	6	,	,	PUNCT
epaa-7254	617	7	for	for	ADP
epaa-7254	617	8	all	all	DET
epaa-7254	617	9	models	model	NOUN
epaa-7254	617	10	the	the	DET
epaa-7254	617	11	uncertainties	uncertainty	NOUN
epaa-7254	617	12	are	be	AUX
epaa-7254	617	13	too	too	ADV
epaa-7254	617	14	great	great	ADJ
epaa-7254	617	15	to	to	PART
epaa-7254	617	16	draw	draw	VERB
epaa-7254	617	17	conclusions	conclusion	NOUN
epaa-7254	617	18	about	about	ADP
epaa-7254	617	19	whether	whether	SCONJ
epaa-7254	617	20	the	the	DET
epaa-7254	617	21	students	student	NOUN
epaa-7254	617	22	of	of	ADP
epaa-7254	617	23	noyce	noyce	PROPN
epaa-7254	617	24	scholars	scholar	NOUN
epaa-7254	617	25	got	get	VERB
epaa-7254	617	26	higher	high	ADJ
epaa-7254	617	27	scores	score	NOUN
epaa-7254	617	28	than	than	ADP
epaa-7254	617	29	their	their	PRON
epaa-7254	617	30	peers	peer	NOUN
epaa-7254	617	31	.	.	PUNCT
epaa-7254	618	1	this	this	PRON
epaa-7254	618	2	is	be	AUX
epaa-7254	618	3	noyce	noyce	ADJ
epaa-7254	618	4	outcomes	outcome	NOUN
epaa-7254	618	5	in	in	ADP
epaa-7254	618	6	texas	texas	PROPN
epaa-7254	618	7	23	23	NUM
epaa-7254	618	8	true	true	ADJ
epaa-7254	618	9	whether	whether	SCONJ
epaa-7254	618	10	the	the	DET
epaa-7254	618	11	comparison	comparison	NOUN
epaa-7254	618	12	group	group	NOUN
epaa-7254	618	13	is	be	AUX
epaa-7254	618	14	students	student	NOUN
epaa-7254	618	15	of	of	ADP
epaa-7254	618	16	other	other	ADJ
epaa-7254	618	17	teachers	teacher	NOUN
epaa-7254	618	18	in	in	ADP
epaa-7254	618	19	the	the	DET
epaa-7254	618	20	same	same	ADJ
epaa-7254	618	21	schools	school	NOUN
epaa-7254	618	22	,	,	PUNCT
epaa-7254	618	23	or	or	CCONJ
epaa-7254	618	24	students	student	NOUN
epaa-7254	618	25	of	of	ADP
epaa-7254	618	26	other	other	ADJ
epaa-7254	618	27	graduates	graduate	NOUN
epaa-7254	618	28	of	of	ADP
epaa-7254	618	29	the	the	DET
epaa-7254	618	30	same	same	ADJ
epaa-7254	618	31	universities	university	NOUN
epaa-7254	618	32	.	.	PUNCT
epaa-7254	619	1	table	table	NOUN
epaa-7254	619	2	8	8	NUM
epaa-7254	619	3	biology	biology	NOUN
epaa-7254	619	4	,	,	PUNCT
epaa-7254	619	5	compare	compare	VERB
epaa-7254	619	6	to	to	ADP
epaa-7254	619	7	teachers	teacher	NOUN
epaa-7254	619	8	from	from	ADP
epaa-7254	619	9	same	same	ADJ
epaa-7254	619	10	universities	university	NOUN
epaa-7254	619	11	(	(	PUNCT
epaa-7254	619	12	r6	r6	NOUN
epaa-7254	619	13	)	)	PUNCT
epaa-7254	619	14	.	.	PUNCT
epaa-7254	620	1	standard	standard	ADJ
epaa-7254	620	2	deviation	deviation	NOUN
epaa-7254	620	3	units	unit	NOUN
epaa-7254	620	4	.	.	PUNCT
epaa-7254	621	1	standard	standard	ADJ
epaa-7254	621	2	uncertainty	uncertainty	NOUN
epaa-7254	621	3	in	in	ADP
epaa-7254	621	4	parentheses	parenthesis	NOUN
epaa-7254	621	5	.	.	PUNCT
epaa-7254	622	1	we	we	PRON
epaa-7254	622	2	compare	compare	VERB
epaa-7254	622	3	17	17	NUM
epaa-7254	622	4	noyce	noyce	NOUN
epaa-7254	622	5	teachers	teacher	NOUN
epaa-7254	622	6	with	with	ADP
epaa-7254	622	7	225	225	NUM
epaa-7254	622	8	others	other	NOUN
epaa-7254	622	9	at	at	ADP
epaa-7254	622	10	174	174	NUM
epaa-7254	622	11	campuses	campus	NOUN
epaa-7254	622	12	in	in	ADP
epaa-7254	622	13	4285	4285	NUM
epaa-7254	622	14	classes	class	NOUN
epaa-7254	622	15	with	with	ADP
epaa-7254	622	16	91021	91021	NUM
epaa-7254	622	17	total	total	ADJ
epaa-7254	622	18	students	student	NOUN
epaa-7254	622	19	random	random	ADJ
epaa-7254	622	20	effects	effect	NOUN
epaa-7254	622	21	2a	2a	NUM
epaa-7254	622	22	2b	2b	NUM
epaa-7254	622	23	2c	2c	NUM
epaa-7254	622	24	2d	2d	NOUN
epaa-7254	622	25	campus	campus	NOUN
epaa-7254	622	26	sd	sd	ADP
epaa-7254	622	27	0.23	0.23	NUM
epaa-7254	622	28	0.23	0.23	NUM
epaa-7254	622	29	0.17	0.17	NUM
epaa-7254	622	30	teacher	teacher	NOUN
epaa-7254	622	31	sd	sd	ADP
epaa-7254	622	32	0.27	0.27	NUM
epaa-7254	622	33	0.19	0.19	NUM
epaa-7254	622	34	0.19	0.19	NUM
epaa-7254	622	35	0.18	0.18	NUM
epaa-7254	622	36	class	class	NOUN
epaa-7254	622	37	sd	sd	ADP
epaa-7254	622	38	0.17	0.17	NUM
epaa-7254	622	39	0.16	0.16	NUM
epaa-7254	622	40	0.16	0.16	NUM
epaa-7254	622	41	0.14	0.14	NUM
epaa-7254	622	42	fixed	fix	VERB
epaa-7254	622	43	effects	effect	NOUN
epaa-7254	622	44	noyce	noyce	PROPN
epaa-7254	622	45	0.02	0.02	NUM
epaa-7254	622	46	(	(	PUNCT
epaa-7254	622	47	0.07	0.07	NUM
epaa-7254	622	48	)	)	PUNCT
epaa-7254	622	49	0.02	0.02	NUM
epaa-7254	622	50	(	(	PUNCT
epaa-7254	622	51	0.06	0.06	NUM
epaa-7254	622	52	)	)	PUNCT
epaa-7254	622	53	0.02	0.02	NUM
epaa-7254	622	54	(	(	PUNCT
epaa-7254	622	55	0.06	0.06	NUM
epaa-7254	622	56	)	)	PUNCT
epaa-7254	622	57	0.02	0.02	NUM
epaa-7254	622	58	(	(	PUNCT
epaa-7254	622	59	0.06	0.06	NUM
epaa-7254	622	60	)	)	PUNCT
epaa-7254	622	61	stdcert	stdcert	NOUN
epaa-7254	622	62	0.16	0.16	NUM
epaa-7254	622	63	(	(	PUNCT
epaa-7254	622	64	0.08	0.08	NUM
epaa-7254	622	65	)	)	PUNCT
epaa-7254	622	66	0.17	0.17	NUM
epaa-7254	622	67	(	(	PUNCT
epaa-7254	622	68	0.08	0.08	NUM
epaa-7254	622	69	)	)	PUNCT
epaa-7254	622	70	*	*	PUNCT
epaa-7254	622	71	ecodis	ecodis	PROPN
epaa-7254	622	72	−0.08	−0.08	NUM
epaa-7254	622	73	(	(	PUNCT
epaa-7254	622	74	0.01	0.01	NUM
epaa-7254	622	75	)	)	PUNCT
epaa-7254	622	76	*	*	PUNCT
epaa-7254	623	1	*	*	PUNCT
epaa-7254	623	2	*	*	PUNCT
epaa-7254	623	3	−0.08	−0.08	X
epaa-7254	623	4	(	(	PUNCT
epaa-7254	623	5	0.01	0.01	NUM
epaa-7254	623	6	)	)	PUNCT
epaa-7254	623	7	*	*	PUNCT
epaa-7254	624	1	*	*	PUNCT
epaa-7254	624	2	*	*	PUNCT
epaa-7254	624	3	−0.08	−0.08	X
epaa-7254	624	4	(	(	PUNCT
epaa-7254	624	5	0.01	0.01	NUM
epaa-7254	624	6	)	)	PUNCT
epaa-7254	624	7	*	*	PUNCT
epaa-7254	625	1	*	*	PUNCT
epaa-7254	625	2	*	*	PUNCT
epaa-7254	625	3	−0.07	−0.07	X
epaa-7254	625	4	(	(	PUNCT
epaa-7254	625	5	0.01	0.01	NUM
epaa-7254	625	6	)	)	PUNCT
epaa-7254	625	7	*	*	PUNCT
epaa-7254	625	8	*	*	PUNCT
epaa-7254	625	9	*	*	PUNCT
epaa-7254	625	10	gifted	gifted	ADJ
epaa-7254	625	11	0.20	0.20	NUM
epaa-7254	625	12	(	(	PUNCT
epaa-7254	625	13	0.01	0.01	NUM
epaa-7254	625	14	)	)	PUNCT
epaa-7254	625	15	*	*	PUNCT
epaa-7254	626	1	*	*	PUNCT
epaa-7254	626	2	*	*	PUNCT
epaa-7254	626	3	0.20	0.20	NUM
epaa-7254	626	4	(	(	PUNCT
epaa-7254	626	5	0.01	0.01	NUM
epaa-7254	626	6	)	)	PUNCT
epaa-7254	626	7	*	*	PUNCT
epaa-7254	627	1	*	*	PUNCT
epaa-7254	627	2	*	*	PUNCT
epaa-7254	627	3	0.20	0.20	NUM
epaa-7254	627	4	(	(	PUNCT
epaa-7254	627	5	0.01	0.01	NUM
epaa-7254	627	6	)	)	PUNCT
epaa-7254	627	7	*	*	PUNCT
epaa-7254	628	1	*	*	PUNCT
epaa-7254	628	2	*	*	PUNCT
epaa-7254	628	3	0.17	0.17	NUM
epaa-7254	628	4	(	(	PUNCT
epaa-7254	628	5	0.01	0.01	NUM
epaa-7254	628	6	)	)	PUNCT
epaa-7254	628	7	*	*	PUNCT
epaa-7254	628	8	*	*	PUNCT
epaa-7254	628	9	*	*	PUNCT
epaa-7254	628	10	speced	spece	VERB
epaa-7254	628	11	−0.27	−0.27	INTJ
epaa-7254	628	12	(	(	PUNCT
epaa-7254	628	13	0.01	0.01	NUM
epaa-7254	628	14	)	)	PUNCT
epaa-7254	628	15	*	*	PUNCT
epaa-7254	629	1	*	*	PUNCT
epaa-7254	629	2	*	*	PUNCT
epaa-7254	629	3	−0.28	−0.28	INTJ
epaa-7254	629	4	(	(	PUNCT
epaa-7254	629	5	0.01	0.01	NUM
epaa-7254	629	6	)	)	PUNCT
epaa-7254	629	7	*	*	PUNCT
epaa-7254	630	1	*	*	PUNCT
epaa-7254	630	2	*	*	PUNCT
epaa-7254	630	3	−0.28	−0.28	INTJ
epaa-7254	630	4	(	(	PUNCT
epaa-7254	630	5	0.01	0.01	NUM
epaa-7254	630	6	)	)	PUNCT
epaa-7254	630	7	*	*	PUNCT
epaa-7254	631	1	*	*	PUNCT
epaa-7254	631	2	*	*	PUNCT
epaa-7254	631	3	−0.20	−0.20	X
epaa-7254	631	4	(	(	PUNCT
epaa-7254	631	5	0.01	0.01	NUM
epaa-7254	631	6	)	)	PUNCT
epaa-7254	631	7	*	*	PUNCT
epaa-7254	632	1	*	*	PUNCT
epaa-7254	632	2	*	*	PUNCT
epaa-7254	632	3	lep	lep	PROPN
epaa-7254	632	4	−0.28	−0.28	INTJ
epaa-7254	632	5	(	(	PUNCT
epaa-7254	632	6	0.01	0.01	NUM
epaa-7254	632	7	)	)	PUNCT
epaa-7254	632	8	*	*	PUNCT
epaa-7254	633	1	*	*	PUNCT
epaa-7254	633	2	*	*	PUNCT
epaa-7254	633	3	−0.28	−0.28	INTJ
epaa-7254	633	4	(	(	PUNCT
epaa-7254	633	5	0.01	0.01	NUM
epaa-7254	633	6	)	)	PUNCT
epaa-7254	633	7	*	*	PUNCT
epaa-7254	634	1	*	*	PUNCT
epaa-7254	634	2	*	*	PUNCT
epaa-7254	634	3	−0.28	−0.28	INTJ
epaa-7254	634	4	(	(	PUNCT
epaa-7254	634	5	0.01	0.01	NUM
epaa-7254	634	6	)	)	PUNCT
epaa-7254	634	7	*	*	PUNCT
epaa-7254	635	1	*	*	PUNCT
epaa-7254	635	2	*	*	PUNCT
epaa-7254	635	3	−0.25	−0.25	INTJ
epaa-7254	635	4	(	(	PUNCT
epaa-7254	635	5	0.01	0.01	NUM
epaa-7254	635	6	)	)	PUNCT
epaa-7254	635	7	*	*	PUNCT
epaa-7254	636	1	*	*	PUNCT
epaa-7254	636	2	*	*	PUNCT
epaa-7254	636	3	asian	asian	ADJ
epaa-7254	636	4	0.06	0.06	NUM
epaa-7254	636	5	(	(	PUNCT
epaa-7254	636	6	0.02	0.02	NUM
epaa-7254	636	7	)	)	PUNCT
epaa-7254	636	8	*	*	PUNCT
epaa-7254	637	1	*	*	PUNCT
epaa-7254	637	2	*	*	X
epaa-7254	637	3	0.06	0.06	NUM
epaa-7254	637	4	(	(	PUNCT
epaa-7254	637	5	0.02	0.02	NUM
epaa-7254	637	6	)	)	PUNCT
epaa-7254	637	7	*	*	PUNCT
epaa-7254	638	1	*	*	PUNCT
epaa-7254	638	2	*	*	X
epaa-7254	638	3	0.06	0.06	NUM
epaa-7254	638	4	(	(	PUNCT
epaa-7254	638	5	0.02	0.02	NUM
epaa-7254	638	6	)	)	PUNCT
epaa-7254	638	7	*	*	PUNCT
epaa-7254	639	1	*	*	PUNCT
epaa-7254	639	2	*	*	PUNCT
epaa-7254	639	3	0.05	0.05	NUM
epaa-7254	639	4	(	(	PUNCT
epaa-7254	639	5	0.02	0.02	NUM
epaa-7254	639	6	)	)	PUNCT
epaa-7254	639	7	*	*	PUNCT
epaa-7254	640	1	*	*	PUNCT
epaa-7254	640	2	*	*	PUNCT
epaa-7254	640	3	black	black	ADJ
epaa-7254	640	4	−0.10	−0.10	X
epaa-7254	640	5	(	(	PUNCT
epaa-7254	640	6	0.01	0.01	NUM
epaa-7254	640	7	)	)	PUNCT
epaa-7254	640	8	*	*	PUNCT
epaa-7254	641	1	*	*	PUNCT
epaa-7254	641	2	*	*	PUNCT
epaa-7254	641	3	−0.09	−0.09	ADJ
epaa-7254	641	4	(	(	PUNCT
epaa-7254	641	5	0.01	0.01	NUM
epaa-7254	641	6	)	)	PUNCT
epaa-7254	641	7	*	*	PUNCT
epaa-7254	642	1	*	*	PUNCT
epaa-7254	642	2	*	*	PUNCT
epaa-7254	642	3	−0.09	−0.09	ADJ
epaa-7254	642	4	(	(	PUNCT
epaa-7254	642	5	0.01	0.01	NUM
epaa-7254	642	6	)	)	PUNCT
epaa-7254	642	7	*	*	PUNCT
epaa-7254	643	1	*	*	PUNCT
epaa-7254	643	2	*	*	PUNCT
epaa-7254	643	3	−0.08	−0.08	X
epaa-7254	643	4	(	(	PUNCT
epaa-7254	643	5	0.01	0.01	NUM
epaa-7254	643	6	)	)	PUNCT
epaa-7254	643	7	*	*	PUNCT
epaa-7254	644	1	*	*	PUNCT
epaa-7254	644	2	*	*	PUNCT
epaa-7254	644	3	hispanic	hispanic	ADJ
epaa-7254	644	4	−0.10	−0.10	ADP
epaa-7254	644	5	(	(	PUNCT
epaa-7254	644	6	0.01	0.01	NUM
epaa-7254	644	7	)	)	PUNCT
epaa-7254	644	8	*	*	PUNCT
epaa-7254	645	1	*	*	PUNCT
epaa-7254	645	2	*	*	PUNCT
epaa-7254	645	3	−0.09	−0.09	ADJ
epaa-7254	645	4	(	(	PUNCT
epaa-7254	645	5	0.01	0.01	NUM
epaa-7254	645	6	)	)	PUNCT
epaa-7254	645	7	*	*	PUNCT
epaa-7254	646	1	*	*	PUNCT
epaa-7254	646	2	*	*	PUNCT
epaa-7254	646	3	−0.09	−0.09	ADJ
epaa-7254	646	4	(	(	PUNCT
epaa-7254	646	5	0.01	0.01	NUM
epaa-7254	646	6	)	)	PUNCT
epaa-7254	646	7	*	*	PUNCT
epaa-7254	647	1	*	*	PUNCT
epaa-7254	647	2	*	*	PUNCT
epaa-7254	647	3	−0.09	−0.09	ADJ
epaa-7254	647	4	(	(	PUNCT
epaa-7254	647	5	0.01	0.01	NUM
epaa-7254	647	6	)	)	PUNCT
epaa-7254	647	7	*	*	PUNCT
epaa-7254	648	1	*	*	PUNCT
epaa-7254	648	2	*	*	PUNCT
epaa-7254	648	3	white	white	ADJ
epaa-7254	648	4	−0.01	−0.01	ADV
epaa-7254	648	5	(	(	PUNCT
epaa-7254	648	6	0.01	0.01	NUM
epaa-7254	648	7	)	)	PUNCT
epaa-7254	649	1	−0.01	−0.01	INTJ
epaa-7254	649	2	(	(	PUNCT
epaa-7254	649	3	0.01	0.01	NUM
epaa-7254	649	4	)	)	PUNCT
epaa-7254	650	1	−0.01	−0.01	INTJ
epaa-7254	650	2	(	(	PUNCT
epaa-7254	650	3	0.01	0.01	NUM
epaa-7254	650	4	)	)	PUNCT
epaa-7254	651	1	−0.01	−0.01	INTJ
epaa-7254	651	2	(	(	PUNCT
epaa-7254	651	3	0.01	0.01	NUM
epaa-7254	651	4	)	)	PUNCT
epaa-7254	651	5	aveecodis	aveecodis	NOUN
epaa-7254	651	6	−0.18	−0.18	ADP
epaa-7254	651	7	(	(	PUNCT
epaa-7254	651	8	0.03	0.03	NUM
epaa-7254	651	9	)	)	PUNCT
epaa-7254	651	10	*	*	PUNCT
epaa-7254	652	1	*	*	PUNCT
epaa-7254	652	2	*	*	PUNCT
epaa-7254	652	3	avegifted	avegifte	VERB
epaa-7254	652	4	0.32	0.32	NUM
epaa-7254	652	5	(	(	PUNCT
epaa-7254	652	6	0.03	0.03	NUM
epaa-7254	652	7	)	)	PUNCT
epaa-7254	652	8	*	*	PUNCT
epaa-7254	653	1	*	*	PUNCT
epaa-7254	653	2	*	*	PUNCT
epaa-7254	653	3	avespeced	avespeced	ADJ
epaa-7254	653	4	−0.30	−0.30	X
epaa-7254	653	5	(	(	PUNCT
epaa-7254	653	6	0.03	0.03	NUM
epaa-7254	653	7	)	)	PUNCT
epaa-7254	653	8	*	*	PUNCT
epaa-7254	654	1	*	*	PUNCT
epaa-7254	654	2	*	*	VERB
epaa-7254	654	3	avelep	avelep	NOUN
epaa-7254	654	4	−0.10	−0.10	X
epaa-7254	654	5	(	(	PUNCT
epaa-7254	654	6	0.03	0.03	NUM
epaa-7254	654	7	)	)	PUNCT
epaa-7254	654	8	*	*	PUNCT
epaa-7254	655	1	*	*	PUNCT
epaa-7254	655	2	*	*	PUNCT
epaa-7254	655	3	aveasian	aveasian	PROPN
epaa-7254	655	4	−0.02	−0.02	INTJ
epaa-7254	655	5	(	(	PUNCT
epaa-7254	655	6	0.06	0.06	NUM
epaa-7254	655	7	)	)	PUNCT
epaa-7254	655	8	aveblack	aveblack	ADV
epaa-7254	655	9	−0.25	−0.25	INTJ
epaa-7254	655	10	(	(	PUNCT
epaa-7254	655	11	0.05	0.05	NUM
epaa-7254	655	12	)	)	PUNCT
epaa-7254	655	13	*	*	PUNCT
epaa-7254	656	1	*	*	PUNCT
epaa-7254	656	2	*	*	PUNCT
epaa-7254	656	3	avehispanic	avehispanic	ADJ
epaa-7254	656	4	−0.19	−0.19	PROPN
epaa-7254	656	5	(	(	PUNCT
epaa-7254	656	6	0.04	0.04	NUM
epaa-7254	656	7	)	)	PUNCT
epaa-7254	656	8	*	*	PUNCT
epaa-7254	656	9	*	*	PUNCT
epaa-7254	656	10	*	*	PUNCT
epaa-7254	656	11	avewhite	avewhite	NOUN
epaa-7254	656	12	tracked	track	VERB
epaa-7254	656	13	0.13	0.13	NUM
epaa-7254	656	14	(	(	PUNCT
epaa-7254	656	15	0.01	0.01	NUM
epaa-7254	656	16	)	)	PUNCT
epaa-7254	656	17	*	*	PUNCT
epaa-7254	657	1	*	*	PUNCT
epaa-7254	657	2	*	*	PUNCT
epaa-7254	657	3	yrs	yr	NOUN
epaa-7254	657	4	:	:	PUNCT
epaa-7254	657	5	4	4	NUM
epaa-7254	657	6	-	-	SYM
epaa-7254	657	7	10	10	NUM
epaa-7254	657	8	−0.02	−0.02	NOUN
epaa-7254	657	9	(	(	PUNCT
epaa-7254	657	10	0.02	0.02	NUM
epaa-7254	657	11	)	)	PUNCT
epaa-7254	657	12	−0.04	−0.04	NOUN
epaa-7254	657	13	(	(	PUNCT
epaa-7254	657	14	0.02	0.02	NUM
epaa-7254	657	15	)	)	PUNCT
epaa-7254	657	16	*	*	PUNCT
epaa-7254	658	1	yrs	yr	NOUN
epaa-7254	658	2	:	:	PUNCT
epaa-7254	658	3	11	11	NUM
epaa-7254	658	4	-	-	SYM
epaa-7254	658	5	20	20	NUM
epaa-7254	658	6	0.01	0.01	NUM
epaa-7254	658	7	(	(	PUNCT
epaa-7254	658	8	0.03	0.03	NUM
epaa-7254	658	9	)	)	PUNCT
epaa-7254	658	10	−0.05	−0.05	NOUN
epaa-7254	658	11	(	(	PUNCT
epaa-7254	658	12	0.03	0.03	NUM
epaa-7254	658	13	)	)	PUNCT
epaa-7254	658	14	*	*	PUNCT
epaa-7254	658	15	p<.05	p<.05	NOUN
epaa-7254	658	16	,	,	PUNCT
epaa-7254	658	17	*	*	PUNCT
epaa-7254	658	18	*	*	PUNCT
epaa-7254	658	19	p<.01	p<.01	VERB
epaa-7254	658	20	,	,	PUNCT
epaa-7254	658	21	*	*	PUNCT
epaa-7254	658	22	*	*	PUNCT
epaa-7254	658	23	*	*	PUNCT
epaa-7254	658	24	p<.001	p<.001	NOUN
epaa-7254	658	25	we	we	PRON
epaa-7254	658	26	make	make	VERB
epaa-7254	658	27	selected	select	VERB
epaa-7254	658	28	comments	comment	NOUN
epaa-7254	658	29	about	about	ADP
epaa-7254	658	30	other	other	ADJ
epaa-7254	658	31	random	random	ADJ
epaa-7254	658	32	and	and	CCONJ
epaa-7254	658	33	fixed	fix	VERB
epaa-7254	658	34	effects	effect	NOUN
epaa-7254	658	35	in	in	ADP
epaa-7254	658	36	the	the	DET
epaa-7254	658	37	models	model	NOUN
epaa-7254	658	38	.	.	PUNCT
epaa-7254	659	1	first	first	ADV
epaa-7254	659	2	,	,	PUNCT
epaa-7254	659	3	we	we	PRON
epaa-7254	659	4	make	make	VERB
epaa-7254	659	5	general	general	ADJ
epaa-7254	659	6	remarks	remark	NOUN
epaa-7254	659	7	that	that	PRON
epaa-7254	659	8	apply	apply	VERB
epaa-7254	659	9	to	to	ADP
epaa-7254	659	10	all	all	DET
epaa-7254	659	11	models	model	NOUN
epaa-7254	659	12	and	and	CCONJ
epaa-7254	659	13	both	both	DET
epaa-7254	659	14	disciplines	discipline	NOUN
epaa-7254	659	15	(	(	PUNCT
epaa-7254	659	16	tables	table	NOUN
epaa-7254	659	17	5	5	NUM
epaa-7254	659	18	–	–	PUNCT
epaa-7254	659	19	8)	8)	NUM
epaa-7254	659	20	.	.	PUNCT
epaa-7254	660	1	the	the	DET
epaa-7254	660	2	campus	campus	NOUN
epaa-7254	660	3	random	random	ADJ
epaa-7254	660	4	effect	effect	NOUN
epaa-7254	660	5	is	be	AUX
epaa-7254	660	6	16	16	NUM
epaa-7254	660	7	%	%	NOUN
epaa-7254	660	8	to	to	PART
epaa-7254	660	9	24	24	NUM
epaa-7254	660	10	%	%	NOUN
epaa-7254	660	11	(	(	PUNCT
epaa-7254	660	12	5.7	5.7	NUM
epaa-7254	660	13	to	to	PART
epaa-7254	660	14	8.7	8.7	NUM
epaa-7254	660	15	months	month	NOUN
epaa-7254	660	16	of	of	ADP
epaa-7254	660	17	schooling	schooling	NOUN
epaa-7254	660	18	)	)	PUNCT
epaa-7254	660	19	.	.	PUNCT
epaa-7254	661	1	this	this	PRON
epaa-7254	661	2	is	be	AUX
epaa-7254	661	3	the	the	DET
epaa-7254	661	4	scale	scale	NOUN
epaa-7254	661	5	of	of	ADP
epaa-7254	661	6	variation	variation	NOUN
epaa-7254	661	7	from	from	ADP
epaa-7254	661	8	one	one	NUM
epaa-7254	661	9	campus	campus	NOUN
epaa-7254	661	10	to	to	ADP
epaa-7254	661	11	another	another	PRON
epaa-7254	661	12	,	,	PUNCT
epaa-7254	661	13	even	even	ADV
epaa-7254	661	14	after	after	ADP
epaa-7254	661	15	taking	take	VERB
epaa-7254	661	16	into	into	ADP
epaa-7254	661	17	account	account	NOUN
epaa-7254	661	18	detailed	detail	VERB
epaa-7254	661	19	demographic	demographic	ADJ
epaa-7254	661	20	information	information	NOUN
epaa-7254	661	21	about	about	ADP
epaa-7254	661	22	all	all	DET
epaa-7254	661	23	students	student	NOUN
epaa-7254	661	24	in	in	ADP
epaa-7254	661	25	the	the	DET
epaa-7254	661	26	campus	campus	NOUN
epaa-7254	661	27	.	.	PUNCT
epaa-7254	662	1	the	the	DET
epaa-7254	662	2	teacher	teacher	NOUN
epaa-7254	662	3	random	random	ADJ
epaa-7254	662	4	effect	effect	NOUN
epaa-7254	662	5	is	be	AUX
epaa-7254	662	6	even	even	ADV
epaa-7254	662	7	bigger	big	ADJ
epaa-7254	662	8	,	,	PUNCT
epaa-7254	662	9	18	18	NUM
epaa-7254	662	10	%	%	NOUN
epaa-7254	662	11	to	to	PART
epaa-7254	662	12	30	30	NUM
epaa-7254	662	13	%	%	NOUN
epaa-7254	662	14	(	(	PUNCT
epaa-7254	662	15	5.7	5.7	NUM
epaa-7254	662	16	to	to	PART
epaa-7254	662	17	10.7	10.7	NUM
epaa-7254	662	18	months	month	NOUN
epaa-7254	662	19	of	of	ADP
epaa-7254	662	20	schooling	schooling	NOUN
epaa-7254	662	21	)	)	PUNCT
epaa-7254	662	22	.	.	PUNCT
epaa-7254	663	1	thus	thus	ADV
epaa-7254	663	2	,	,	PUNCT
epaa-7254	663	3	student	student	NOUN
epaa-7254	663	4	scores	score	NOUN
epaa-7254	663	5	vary	vary	VERB
epaa-7254	663	6	almost	almost	ADV
epaa-7254	663	7	exactly	exactly	ADV
epaa-7254	663	8	as	as	ADV
epaa-7254	663	9	much	much	ADJ
epaa-7254	663	10	from	from	ADP
epaa-7254	663	11	teacher	teacher	NOUN
epaa-7254	663	12	to	to	ADP
epaa-7254	663	13	teacher	teacher	NOUN
epaa-7254	663	14	as	as	SCONJ
epaa-7254	663	15	they	they	PRON
epaa-7254	663	16	do	do	VERB
epaa-7254	663	17	school	school	NOUN
epaa-7254	663	18	to	to	ADP
epaa-7254	663	19	school	school	NOUN
epaa-7254	663	20	.	.	PUNCT
epaa-7254	664	1	only	only	ADV
epaa-7254	664	2	slightly	slightly	ADV
epaa-7254	664	3	smaller	small	ADJ
epaa-7254	664	4	is	be	AUX
epaa-7254	664	5	the	the	DET
epaa-7254	664	6	class	class	NOUN
epaa-7254	664	7	random	random	ADJ
epaa-7254	664	8	effect	effect	NOUN
epaa-7254	664	9	at	at	ADP
epaa-7254	664	10	14	14	NUM
epaa-7254	664	11	%	%	NOUN
epaa-7254	664	12	to	to	PART
epaa-7254	664	13	19	19	NUM
epaa-7254	664	14	%	%	NOUN
epaa-7254	664	15	(	(	PUNCT
epaa-7254	664	16	4.7	4.7	NUM
epaa-7254	664	17	to	to	PART
epaa-7254	664	18	6.9	6.9	NUM
epaa-7254	664	19	months	month	NOUN
epaa-7254	664	20	of	of	ADP
epaa-7254	664	21	schooling	schooling	NOUN
epaa-7254	664	22	)	)	PUNCT
epaa-7254	664	23	.	.	PUNCT
epaa-7254	665	1	this	this	PRON
epaa-7254	665	2	means	mean	VERB
epaa-7254	665	3	that	that	SCONJ
epaa-7254	665	4	when	when	SCONJ
epaa-7254	665	5	teachers	teacher	NOUN
epaa-7254	665	6	teach	teach	VERB
epaa-7254	665	7	more	more	ADJ
epaa-7254	665	8	than	than	ADP
epaa-7254	665	9	one	one	NUM
epaa-7254	665	10	class	class	NOUN
epaa-7254	665	11	section	section	NOUN
epaa-7254	665	12	,	,	PUNCT
epaa-7254	665	13	either	either	CCONJ
epaa-7254	665	14	during	during	ADP
epaa-7254	665	15	one	one	NUM
epaa-7254	665	16	year	year	NOUN
epaa-7254	665	17	,	,	PUNCT
epaa-7254	665	18	or	or	CCONJ
epaa-7254	665	19	over	over	ADP
epaa-7254	665	20	many	many	ADJ
epaa-7254	665	21	years	year	NOUN
epaa-7254	665	22	,	,	PUNCT
epaa-7254	665	23	the	the	DET
epaa-7254	665	24	variation	variation	NOUN
epaa-7254	665	25	from	from	ADP
epaa-7254	665	26	one	one	NUM
epaa-7254	665	27	section	section	NOUN
epaa-7254	665	28	to	to	ADP
epaa-7254	665	29	another	another	PRON
epaa-7254	665	30	is	be	AUX
epaa-7254	665	31	almost	almost	ADV
epaa-7254	665	32	as	as	ADV
epaa-7254	665	33	big	big	ADJ
epaa-7254	665	34	as	as	ADP
epaa-7254	665	35	the	the	DET
epaa-7254	665	36	typical	typical	ADJ
epaa-7254	665	37	variation	variation	NOUN
epaa-7254	665	38	from	from	ADP
epaa-7254	665	39	one	one	NUM
epaa-7254	665	40	school	school	NOUN
epaa-7254	665	41	to	to	ADP
epaa-7254	665	42	another	another	DET
epaa-7254	665	43	or	or	CCONJ
epaa-7254	665	44	one	one	NUM
epaa-7254	665	45	teacher	teacher	NOUN
epaa-7254	665	46	to	to	ADP
epaa-7254	665	47	another	another	PRON
epaa-7254	665	48	.	.	PUNCT
epaa-7254	666	1	this	this	PRON
epaa-7254	666	2	is	be	AUX
epaa-7254	666	3	typical	typical	ADJ
epaa-7254	666	4	of	of	ADP
epaa-7254	666	5	the	the	DET
epaa-7254	666	6	high	high	ADJ
epaa-7254	666	7	levels	level	NOUN
epaa-7254	666	8	of	of	ADP
epaa-7254	666	9	variation	variation	NOUN
epaa-7254	666	10	that	that	PRON
epaa-7254	666	11	render	render	VERB
epaa-7254	666	12	value	value	NOUN
epaa-7254	666	13	-	-	PUNCT
epaa-7254	666	14	added	add	VERB
epaa-7254	666	15	models	model	NOUN
epaa-7254	666	16	unsuitable	unsuitable	ADJ
epaa-7254	666	17	for	for	ADP
epaa-7254	666	18	judging	judge	VERB
epaa-7254	666	19	individual	individual	ADJ
epaa-7254	666	20	teachers(von	teachers(von	NOUN
epaa-7254	666	21	hippel	hippel	NOUN
epaa-7254	666	22	et	et	PROPN
epaa-7254	666	23	al	al	PROPN
epaa-7254	666	24	.	.	PROPN
epaa-7254	666	25	,	,	PUNCT
epaa-7254	666	26	2016	2016	NUM
epaa-7254	666	27	;	;	PUNCT
epaa-7254	666	28	von	von	PROPN
epaa-7254	666	29	hippel	hippel	PROPN
epaa-7254	666	30	&	&	CCONJ
epaa-7254	666	31	bellows	bellow	NOUN
epaa-7254	666	32	,	,	PUNCT
epaa-7254	666	33	2018	2018	NUM
epaa-7254	666	34	)	)	PUNCT
epaa-7254	666	35	.	.	PUNCT
epaa-7254	667	1	education	education	NOUN
epaa-7254	667	2	policy	policy	NOUN
epaa-7254	667	3	analysis	analysis	NOUN
epaa-7254	667	4	archives	archive	NOUN
epaa-7254	667	5	vol	vol	NOUN
epaa-7254	667	6	.	.	PROPN
epaa-7254	668	1	30	30	NUM
epaa-7254	668	2	no	no	NOUN
epaa-7254	668	3	.	.	NOUN
epaa-7254	669	1	147	147	NUM
epaa-7254	669	2	24	24	NUM
epaa-7254	669	3	most	most	ADJ
epaa-7254	669	4	of	of	ADP
epaa-7254	669	5	the	the	DET
epaa-7254	669	6	fixed	fix	VERB
epaa-7254	669	7	effects	effect	NOUN
epaa-7254	669	8	are	be	AUX
epaa-7254	669	9	highly	highly	ADV
epaa-7254	669	10	significant	significant	ADJ
epaa-7254	669	11	.	.	PUNCT
epaa-7254	670	1	the	the	DET
epaa-7254	670	2	main	main	ADJ
epaa-7254	670	3	exception	exception	NOUN
epaa-7254	670	4	is	be	AUX
epaa-7254	670	5	standard	standard	ADJ
epaa-7254	670	6	certification	certification	NOUN
epaa-7254	670	7	.	.	PUNCT
epaa-7254	671	1	this	this	DET
epaa-7254	671	2	factor	factor	NOUN
epaa-7254	671	3	is	be	AUX
epaa-7254	671	4	significant	significant	ADJ
epaa-7254	671	5	in	in	ADP
epaa-7254	671	6	models	model	NOUN
epaa-7254	671	7	without	without	ADP
epaa-7254	671	8	noyce	noyce	PROPN
epaa-7254	671	9	(	(	PUNCT
epaa-7254	671	10	marder	marder	PROPN
epaa-7254	671	11	et	et	PROPN
epaa-7254	671	12	al	al	PROPN
epaa-7254	671	13	.	.	PROPN
epaa-7254	671	14	,	,	PUNCT
epaa-7254	671	15	2020	2020	NUM
epaa-7254	671	16	)	)	PUNCT
epaa-7254	671	17	but	but	CCONJ
epaa-7254	671	18	since	since	SCONJ
epaa-7254	671	19	all	all	DET
epaa-7254	671	20	noyce	noyce	NOUN
epaa-7254	671	21	scholars	scholar	NOUN
epaa-7254	671	22	have	have	VERB
epaa-7254	671	23	standard	standard	ADJ
epaa-7254	671	24	certification	certification	NOUN
epaa-7254	671	25	,	,	PUNCT
epaa-7254	671	26	and	and	CCONJ
epaa-7254	671	27	other	other	ADJ
epaa-7254	671	28	teachers	teacher	NOUN
epaa-7254	671	29	in	in	ADP
epaa-7254	671	30	the	the	DET
epaa-7254	671	31	same	same	ADJ
epaa-7254	671	32	schools	school	NOUN
epaa-7254	671	33	so	so	ADV
epaa-7254	671	34	frequently	frequently	ADV
epaa-7254	671	35	come	come	VERB
epaa-7254	671	36	from	from	ADP
epaa-7254	671	37	alternative	alternative	ADJ
epaa-7254	671	38	certification	certification	NOUN
epaa-7254	671	39	programs	program	NOUN
epaa-7254	671	40	(	(	PUNCT
epaa-7254	671	41	247/549	247/549	NUM
epaa-7254	671	42	for	for	ADP
epaa-7254	671	43	math	math	NOUN
epaa-7254	671	44	,	,	PUNCT
epaa-7254	671	45	224/494	224/494	PROPN
epaa-7254	671	46	for	for	ADP
epaa-7254	671	47	science	science	NOUN
epaa-7254	671	48	)	)	PUNCT
epaa-7254	671	49	,	,	PUNCT
epaa-7254	671	50	standard	standard	ADJ
epaa-7254	671	51	certification	certification	NOUN
epaa-7254	671	52	as	as	ADP
epaa-7254	671	53	a	a	DET
epaa-7254	671	54	factor	factor	NOUN
epaa-7254	671	55	has	have	VERB
epaa-7254	671	56	nothing	nothing	PRON
epaa-7254	671	57	to	to	PART
epaa-7254	671	58	add	add	VERB
epaa-7254	671	59	to	to	ADP
epaa-7254	671	60	any	any	PRON
epaa-7254	671	61	of	of	ADP
epaa-7254	671	62	the	the	DET
epaa-7254	671	63	models	model	NOUN
epaa-7254	671	64	.	.	PUNCT
epaa-7254	672	1	all	all	PRON
epaa-7254	672	2	of	of	ADP
epaa-7254	672	3	the	the	DET
epaa-7254	672	4	other	other	ADJ
epaa-7254	672	5	fixed	fix	VERB
epaa-7254	672	6	effects	effect	NOUN
epaa-7254	672	7	are	be	AUX
epaa-7254	672	8	strongly	strongly	ADV
epaa-7254	672	9	correlated	correlate	VERB
epaa-7254	672	10	with	with	ADP
epaa-7254	672	11	student	student	NOUN
epaa-7254	672	12	outcomes	outcome	NOUN
epaa-7254	672	13	.	.	PUNCT
epaa-7254	673	1	it	it	PRON
epaa-7254	673	2	is	be	AUX
epaa-7254	673	3	particularly	particularly	ADV
epaa-7254	673	4	striking	striking	ADJ
epaa-7254	673	5	that	that	SCONJ
epaa-7254	673	6	classroom	classroom	NOUN
epaa-7254	673	7	average	average	ADJ
epaa-7254	673	8	effects	effect	NOUN
epaa-7254	673	9	are	be	AUX
epaa-7254	673	10	larger	large	ADJ
epaa-7254	673	11	than	than	ADP
epaa-7254	673	12	individual	individual	ADJ
epaa-7254	673	13	student	student	NOUN
epaa-7254	673	14	effects	effect	NOUN
epaa-7254	673	15	.	.	PUNCT
epaa-7254	674	1	for	for	ADP
epaa-7254	674	2	example	example	NOUN
epaa-7254	674	3	,	,	PUNCT
epaa-7254	674	4	in	in	ADP
epaa-7254	674	5	table	table	NOUN
epaa-7254	674	6	7	7	NUM
epaa-7254	674	7	for	for	ADP
epaa-7254	674	8	biology	biology	NOUN
epaa-7254	674	9	,	,	PUNCT
epaa-7254	674	10	when	when	SCONJ
epaa-7254	674	11	a	a	DET
epaa-7254	674	12	student	student	NOUN
epaa-7254	674	13	is	be	AUX
epaa-7254	674	14	economically	economically	ADV
epaa-7254	674	15	disadvantaged	disadvantaged	ADJ
epaa-7254	674	16	,	,	PUNCT
epaa-7254	674	17	they	they	PRON
epaa-7254	674	18	gain	gain	VERB
epaa-7254	674	19	−8	−8	ADP
epaa-7254	674	20	%	%	NOUN
epaa-7254	674	21	(	(	PUNCT
epaa-7254	674	22	2.8	2.8	NUM
epaa-7254	674	23	fewer	few	ADJ
epaa-7254	674	24	months	month	NOUN
epaa-7254	674	25	of	of	ADP
epaa-7254	674	26	schooling	schooling	NOUN
epaa-7254	674	27	)	)	PUNCT
epaa-7254	674	28	than	than	ADP
epaa-7254	674	29	other	other	ADJ
epaa-7254	674	30	students	student	NOUN
epaa-7254	674	31	,	,	PUNCT
epaa-7254	674	32	but	but	CCONJ
epaa-7254	674	33	in	in	ADP
epaa-7254	674	34	a	a	DET
epaa-7254	674	35	class	class	NOUN
epaa-7254	674	36	that	that	PRON
epaa-7254	674	37	is	be	AUX
epaa-7254	674	38	100	100	NUM
epaa-7254	674	39	%	%	NOUN
epaa-7254	674	40	economically	economically	ADV
epaa-7254	674	41	disadvantaged	disadvantage	VERB
epaa-7254	674	42	the	the	DET
epaa-7254	674	43	students	student	NOUN
epaa-7254	674	44	gain	gain	VERB
epaa-7254	674	45	–	–	PUNCT
epaa-7254	674	46	19	19	NUM
epaa-7254	674	47	%	%	NOUN
epaa-7254	674	48	(	(	PUNCT
epaa-7254	674	49	6.7	6.7	NUM
epaa-7254	674	50	months	month	NOUN
epaa-7254	674	51	less	less	ADJ
epaa-7254	674	52	schooling	schooling	NOUN
epaa-7254	674	53	)	)	PUNCT
epaa-7254	674	54	than	than	ADP
epaa-7254	674	55	a	a	DET
epaa-7254	674	56	class	class	NOUN
epaa-7254	674	57	where	where	SCONJ
epaa-7254	674	58	none	none	NOUN
epaa-7254	674	59	of	of	ADP
epaa-7254	674	60	the	the	DET
epaa-7254	674	61	students	student	NOUN
epaa-7254	674	62	is	be	AUX
epaa-7254	674	63	economically	economically	ADV
epaa-7254	674	64	disadvantaged	disadvantaged	ADJ
epaa-7254	674	65	.	.	PUNCT
epaa-7254	675	1	there	there	PRON
epaa-7254	675	2	are	be	VERB
epaa-7254	675	3	large	large	ADJ
epaa-7254	675	4	positive	positive	ADJ
epaa-7254	675	5	effects	effect	NOUN
epaa-7254	675	6	for	for	ADP
epaa-7254	675	7	gifted	gifted	ADJ
epaa-7254	675	8	and	and	CCONJ
epaa-7254	675	9	asian	asian	ADJ
epaa-7254	675	10	students	student	NOUN
epaa-7254	675	11	and	and	CCONJ
epaa-7254	675	12	large	large	ADJ
epaa-7254	675	13	negative	negative	ADJ
epaa-7254	675	14	effects	effect	NOUN
epaa-7254	675	15	for	for	ADP
epaa-7254	675	16	economically	economically	ADV
epaa-7254	675	17	disadvantaged	disadvantaged	ADJ
epaa-7254	675	18	,	,	PUNCT
epaa-7254	675	19	limited	limited	ADJ
epaa-7254	675	20	english	english	ADJ
epaa-7254	675	21	proficiency	proficiency	NOUN
epaa-7254	675	22	,	,	PUNCT
epaa-7254	675	23	special	special	ADJ
epaa-7254	675	24	ed	ed	NOUN
epaa-7254	675	25	,	,	PUNCT
epaa-7254	675	26	hispanic	hispanic	ADJ
epaa-7254	675	27	,	,	PUNCT
epaa-7254	675	28	and	and	CCONJ
epaa-7254	675	29	african	african	ADJ
epaa-7254	675	30	american	american	ADJ
epaa-7254	675	31	students	student	NOUN
epaa-7254	675	32	.	.	PUNCT
epaa-7254	676	1	in	in	ADP
epaa-7254	676	2	all	all	DET
epaa-7254	676	3	models	model	NOUN
epaa-7254	676	4	the	the	DET
epaa-7254	676	5	score	score	NOUN
epaa-7254	676	6	of	of	ADP
epaa-7254	676	7	each	each	DET
epaa-7254	676	8	student	student	NOUN
epaa-7254	676	9	is	be	AUX
epaa-7254	676	10	adjusted	adjust	VERB
epaa-7254	676	11	according	accord	VERB
epaa-7254	676	12	to	to	ADP
epaa-7254	676	13	their	their	PRON
epaa-7254	676	14	group	group	NOUN
epaa-7254	676	15	assignments	assignment	NOUN
epaa-7254	676	16	,	,	PUNCT
epaa-7254	676	17	and	and	CCONJ
epaa-7254	676	18	in	in	ADP
epaa-7254	676	19	model	model	NOUN
epaa-7254	676	20	2d	2d	NOUN
epaa-7254	676	21	there	there	PRON
epaa-7254	676	22	is	be	VERB
epaa-7254	676	23	additional	additional	ADJ
epaa-7254	676	24	adjustment	adjustment	NOUN
epaa-7254	676	25	for	for	ADP
epaa-7254	676	26	classroom	classroom	NOUN
epaa-7254	676	27	averages	average	NOUN
epaa-7254	676	28	.	.	PUNCT
epaa-7254	677	1	model	model	PROPN
epaa-7254	677	2	2d	2d	PROPN
epaa-7254	677	3	also	also	ADV
epaa-7254	677	4	adjusts	adjust	VERB
epaa-7254	677	5	for	for	ADP
epaa-7254	677	6	the	the	DET
epaa-7254	677	7	teacher	teacher	NOUN
epaa-7254	677	8	’s	’s	PART
epaa-7254	677	9	years	year	NOUN
epaa-7254	677	10	of	of	ADP
epaa-7254	677	11	experience	experience	NOUN
epaa-7254	677	12	,	,	PUNCT
epaa-7254	677	13	and	and	CCONJ
epaa-7254	677	14	in	in	ADP
epaa-7254	677	15	biology	biology	NOUN
epaa-7254	677	16	for	for	ADP
epaa-7254	677	17	a	a	DET
epaa-7254	677	18	flag	flag	NOUN
epaa-7254	677	19	that	that	PRON
epaa-7254	677	20	indicates	indicate	VERB
epaa-7254	677	21	whether	whether	SCONJ
epaa-7254	677	22	a	a	DET
epaa-7254	677	23	student	student	NOUN
epaa-7254	677	24	has	have	AUX
epaa-7254	677	25	been	be	AUX
epaa-7254	677	26	tracked	track	VERB
epaa-7254	677	27	into	into	ADP
epaa-7254	677	28	algebra	algebra	NOUN
epaa-7254	677	29	i	i	PRON
epaa-7254	677	30	in	in	ADP
epaa-7254	677	31	eighth	eighth	ADJ
epaa-7254	677	32	-	-	PUNCT
epaa-7254	677	33	grade	grade	NOUN
epaa-7254	677	34	.	.	PUNCT
epaa-7254	678	1	the	the	DET
epaa-7254	678	2	eighth	eighth	ADJ
epaa-7254	678	3	-	-	PUNCT
epaa-7254	678	4	grade	grade	NOUN
epaa-7254	678	5	algebra	algebra	NOUN
epaa-7254	678	6	i	i	PRON
epaa-7254	678	7	students	student	NOUN
epaa-7254	678	8	are	be	AUX
epaa-7254	678	9	excluded	exclude	VERB
epaa-7254	678	10	from	from	ADP
epaa-7254	678	11	the	the	DET
epaa-7254	678	12	algebra	algebra	NOUN
epaa-7254	678	13	i	i	PRON
epaa-7254	678	14	models	model	VERB
epaa-7254	678	15	altogether	altogether	ADV
epaa-7254	678	16	.	.	PUNCT
epaa-7254	679	1	table	table	NOUN
epaa-7254	679	2	9	9	NUM
epaa-7254	679	3	algebra	algebra	NOUN
epaa-7254	679	4	i	i	PRON
epaa-7254	679	5	,	,	PUNCT
epaa-7254	679	6	compare	compare	VERB
epaa-7254	679	7	with	with	ADP
epaa-7254	679	8	other	other	ADJ
epaa-7254	679	9	teachers	teacher	NOUN
epaa-7254	679	10	in	in	ADP
epaa-7254	679	11	the	the	DET
epaa-7254	679	12	same	same	ADJ
epaa-7254	679	13	schools	school	NOUN
epaa-7254	679	14	(	(	PUNCT
epaa-7254	679	15	r5	r5	PROPN
epaa-7254	679	16	)	)	PUNCT
epaa-7254	679	17	;	;	PUNCT
epaa-7254	679	18	include	include	VERB
epaa-7254	679	19	gpa	gpa	PROPN
epaa-7254	679	20	.	.	PROPN
epaa-7254	679	21	units	unit	NOUN
epaa-7254	679	22	are	be	AUX
epaa-7254	679	23	standard	standard	ADJ
epaa-7254	679	24	deviation	deviation	NOUN
epaa-7254	679	25	.	.	PUNCT
epaa-7254	680	1	standard	standard	ADJ
epaa-7254	680	2	uncertainty	uncertainty	NOUN
epaa-7254	680	3	in	in	ADP
epaa-7254	680	4	parentheses	parenthesis	NOUN
epaa-7254	680	5	.	.	PUNCT
epaa-7254	681	1	because	because	SCONJ
epaa-7254	681	2	of	of	ADP
epaa-7254	681	3	the	the	DET
epaa-7254	681	4	inclusion	inclusion	NOUN
epaa-7254	681	5	of	of	ADP
epaa-7254	681	6	gpa	gpa	PROPN
epaa-7254	681	7	,	,	PUNCT
epaa-7254	681	8	the	the	DET
epaa-7254	681	9	sample	sample	NOUN
epaa-7254	681	10	size	size	NOUN
epaa-7254	681	11	drops	drop	VERB
epaa-7254	681	12	from	from	ADP
epaa-7254	681	13	573	573	NUM
epaa-7254	681	14	to	to	PART
epaa-7254	681	15	96	96	NUM
epaa-7254	681	16	teachers	teacher	NOUN
epaa-7254	681	17	and	and	CCONJ
epaa-7254	681	18	this	this	PRON
epaa-7254	681	19	is	be	AUX
epaa-7254	681	20	the	the	DET
epaa-7254	681	21	main	main	ADJ
epaa-7254	681	22	reason	reason	NOUN
epaa-7254	681	23	for	for	ADP
epaa-7254	681	24	loss	loss	NOUN
epaa-7254	681	25	of	of	ADP
epaa-7254	681	26	significance	significance	NOUN
epaa-7254	681	27	random	random	ADJ
epaa-7254	681	28	effects	effect	NOUN
epaa-7254	681	29	2a	2a	NUM
epaa-7254	681	30	2b	2b	NUM
epaa-7254	681	31	2c	2c	NUM
epaa-7254	681	32	2d	2d	NOUN
epaa-7254	681	33	campus	campus	NOUN
epaa-7254	681	34	sd	sd	ADP
epaa-7254	681	35	0.22	0.22	NUM
epaa-7254	681	36	0.23	0.23	NUM
epaa-7254	681	37	0.20	0.20	NUM
epaa-7254	681	38	teacher	teacher	NOUN
epaa-7254	681	39	sd	sd	ADP
epaa-7254	681	40	0.26	0.26	NUM
epaa-7254	681	41	0.18	0.18	NUM
epaa-7254	681	42	0.19	0.19	NUM
epaa-7254	681	43	0.19	0.19	NUM
epaa-7254	681	44	class	class	NOUN
epaa-7254	681	45	sd	sd	ADP
epaa-7254	681	46	0.16	0.16	NUM
epaa-7254	681	47	0.16	0.16	NUM
epaa-7254	681	48	0.16	0.16	NUM
epaa-7254	681	49	0.16	0.16	NUM
epaa-7254	681	50	fixed	fix	VERB
epaa-7254	681	51	effects	effect	NOUN
epaa-7254	681	52	noyce	noyce	PROPN
epaa-7254	681	53	0.06	0.06	X
epaa-7254	681	54	(	(	PUNCT
epaa-7254	681	55	0.09	0.09	NUM
epaa-7254	681	56	)	)	PUNCT
epaa-7254	681	57	0.03	0.03	NUM
epaa-7254	681	58	(	(	PUNCT
epaa-7254	681	59	0.07	0.07	NUM
epaa-7254	681	60	)	)	PUNCT
epaa-7254	681	61	0.03	0.03	NUM
epaa-7254	681	62	(	(	PUNCT
epaa-7254	681	63	0.07	0.07	NUM
epaa-7254	681	64	)	)	PUNCT
epaa-7254	681	65	0.03	0.03	NUM
epaa-7254	681	66	(	(	PUNCT
epaa-7254	681	67	0.07	0.07	NUM
epaa-7254	681	68	)	)	PUNCT
epaa-7254	681	69	stdcert	stdcert	NOUN
epaa-7254	681	70	0.01	0.01	NUM
epaa-7254	681	71	(	(	PUNCT
epaa-7254	681	72	0.06	0.06	NUM
epaa-7254	681	73	)	)	PUNCT
epaa-7254	681	74	0.00	0.00	NUM
epaa-7254	681	75	(	(	PUNCT
epaa-7254	681	76	0.06	0.06	NUM
epaa-7254	681	77	)	)	PUNCT
epaa-7254	681	78	gpa	gpa	PROPN
epaa-7254	681	79	0.13	0.13	NUM
epaa-7254	681	80	(	(	PUNCT
epaa-7254	681	81	0.07	0.07	NUM
epaa-7254	681	82	)	)	PUNCT
epaa-7254	681	83	0.14	0.14	NUM
epaa-7254	681	84	(	(	PUNCT
epaa-7254	681	85	0.06	0.06	NUM
epaa-7254	681	86	)	)	PUNCT
epaa-7254	682	1	*	*	PUNCT
epaa-7254	683	1	*	*	PUNCT
epaa-7254	683	2	0.14	0.14	NUM
epaa-7254	683	3	(	(	PUNCT
epaa-7254	683	4	0.06	0.06	NUM
epaa-7254	683	5	)	)	PUNCT
epaa-7254	684	1	*	*	PUNCT
epaa-7254	685	1	*	*	PUNCT
epaa-7254	685	2	0.14	0.14	NUM
epaa-7254	685	3	(	(	PUNCT
epaa-7254	685	4	0.06	0.06	NUM
epaa-7254	685	5	)	)	PUNCT
epaa-7254	685	6	*	*	PUNCT
epaa-7254	685	7	*	*	PUNCT
epaa-7254	685	8	ecodis	ecodis	PROPN
epaa-7254	685	9	−0.03	−0.03	NOUN
epaa-7254	685	10	(	(	PUNCT
epaa-7254	685	11	0.01	0.01	NUM
epaa-7254	685	12	)	)	PUNCT
epaa-7254	685	13	*	*	PUNCT
epaa-7254	686	1	*	*	PUNCT
epaa-7254	686	2	−0.03	−0.03	NOUN
epaa-7254	686	3	(	(	PUNCT
epaa-7254	686	4	0.01	0.01	NUM
epaa-7254	686	5	)	)	PUNCT
epaa-7254	686	6	*	*	PUNCT
epaa-7254	687	1	*	*	PUNCT
epaa-7254	687	2	−0.03	−0.03	NOUN
epaa-7254	687	3	(	(	PUNCT
epaa-7254	687	4	0.01	0.01	NUM
epaa-7254	687	5	)	)	PUNCT
epaa-7254	687	6	*	*	PUNCT
epaa-7254	688	1	*	*	PUNCT
epaa-7254	688	2	−0.03	−0.03	NOUN
epaa-7254	688	3	(	(	PUNCT
epaa-7254	688	4	0.01	0.01	NUM
epaa-7254	688	5	)	)	PUNCT
epaa-7254	688	6	*	*	PUNCT
epaa-7254	688	7	*	*	PUNCT
epaa-7254	688	8	gifted	gifted	ADJ
epaa-7254	688	9	0.15	0.15	NUM
epaa-7254	688	10	(	(	PUNCT
epaa-7254	688	11	0.03	0.03	NUM
epaa-7254	688	12	)	)	PUNCT
epaa-7254	688	13	*	*	PUNCT
epaa-7254	689	1	*	*	PUNCT
epaa-7254	689	2	*	*	PUNCT
epaa-7254	689	3	0.14	0.14	NUM
epaa-7254	689	4	(	(	PUNCT
epaa-7254	689	5	0.03	0.03	NUM
epaa-7254	689	6	)	)	PUNCT
epaa-7254	689	7	*	*	PUNCT
epaa-7254	690	1	*	*	PUNCT
epaa-7254	690	2	*	*	PUNCT
epaa-7254	690	3	0.14	0.14	NUM
epaa-7254	690	4	(	(	PUNCT
epaa-7254	690	5	0.03	0.03	NUM
epaa-7254	690	6	)	)	PUNCT
epaa-7254	690	7	*	*	PUNCT
epaa-7254	691	1	*	*	PUNCT
epaa-7254	691	2	*	*	PUNCT
epaa-7254	691	3	0.12	0.12	NUM
epaa-7254	691	4	(	(	PUNCT
epaa-7254	691	5	0.03	0.03	NUM
epaa-7254	691	6	)	)	PUNCT
epaa-7254	691	7	*	*	PUNCT
epaa-7254	691	8	*	*	PUNCT
epaa-7254	691	9	*	*	PUNCT
epaa-7254	691	10	speced	spece	VERB
epaa-7254	691	11	−0.28	−0.28	INTJ
epaa-7254	691	12	(	(	PUNCT
epaa-7254	691	13	0.02	0.02	NUM
epaa-7254	691	14	)	)	PUNCT
epaa-7254	692	1	*	*	PUNCT
epaa-7254	693	1	*	*	PUNCT
epaa-7254	693	2	*	*	PUNCT
epaa-7254	693	3	−0.28	−0.28	INTJ
epaa-7254	693	4	(	(	PUNCT
epaa-7254	693	5	0.02	0.02	NUM
epaa-7254	693	6	)	)	PUNCT
epaa-7254	693	7	*	*	PUNCT
epaa-7254	694	1	*	*	PUNCT
epaa-7254	694	2	*	*	PUNCT
epaa-7254	694	3	−0.28	−0.28	INTJ
epaa-7254	694	4	(	(	PUNCT
epaa-7254	694	5	0.02	0.02	NUM
epaa-7254	694	6	)	)	PUNCT
epaa-7254	694	7	*	*	PUNCT
epaa-7254	695	1	*	*	PUNCT
epaa-7254	695	2	*	*	PUNCT
epaa-7254	695	3	−0.26	−0.26	ADJ
epaa-7254	695	4	(	(	PUNCT
epaa-7254	695	5	0.03	0.03	NUM
epaa-7254	695	6	)	)	PUNCT
epaa-7254	695	7	*	*	PUNCT
epaa-7254	696	1	*	*	PUNCT
epaa-7254	696	2	*	*	PUNCT
epaa-7254	696	3	lep	lep	PROPN
epaa-7254	696	4	−0.14	−0.14	X
epaa-7254	696	5	(	(	PUNCT
epaa-7254	696	6	0.02	0.02	NUM
epaa-7254	696	7	)	)	PUNCT
epaa-7254	696	8	*	*	PUNCT
epaa-7254	697	1	*	*	PUNCT
epaa-7254	697	2	*	*	PUNCT
epaa-7254	697	3	−0.14	−0.14	X
epaa-7254	697	4	(	(	PUNCT
epaa-7254	697	5	0.02	0.02	NUM
epaa-7254	697	6	)	)	PUNCT
epaa-7254	697	7	*	*	PUNCT
epaa-7254	698	1	*	*	PUNCT
epaa-7254	698	2	*	*	PUNCT
epaa-7254	698	3	−0.14	−0.14	X
epaa-7254	698	4	(	(	PUNCT
epaa-7254	698	5	0.02	0.02	NUM
epaa-7254	698	6	)	)	PUNCT
epaa-7254	698	7	*	*	PUNCT
epaa-7254	699	1	*	*	PUNCT
epaa-7254	699	2	*	*	PUNCT
epaa-7254	699	3	−0.14	−0.14	X
epaa-7254	699	4	(	(	PUNCT
epaa-7254	699	5	0.02	0.02	NUM
epaa-7254	699	6	)	)	PUNCT
epaa-7254	699	7	*	*	PUNCT
epaa-7254	700	1	*	*	PUNCT
epaa-7254	700	2	*	*	PUNCT
epaa-7254	700	3	asian	asian	ADJ
epaa-7254	700	4	0.06	0.06	NUM
epaa-7254	700	5	(	(	PUNCT
epaa-7254	700	6	0.06	0.06	NUM
epaa-7254	700	7	)	)	PUNCT
epaa-7254	700	8	0.05	0.05	NUM
epaa-7254	700	9	(	(	PUNCT
epaa-7254	700	10	0.06	0.06	NUM
epaa-7254	700	11	)	)	PUNCT
epaa-7254	700	12	0.05	0.05	NUM
epaa-7254	700	13	(	(	PUNCT
epaa-7254	700	14	0.06	0.06	NUM
epaa-7254	700	15	)	)	PUNCT
epaa-7254	700	16	0.04	0.04	NUM
epaa-7254	700	17	(	(	PUNCT
epaa-7254	700	18	0.06	0.06	NUM
epaa-7254	700	19	)	)	PUNCT
epaa-7254	700	20	black	black	ADJ
epaa-7254	700	21	−0.10	−0.10	NOUN
epaa-7254	700	22	(	(	PUNCT
epaa-7254	700	23	0.04	0.04	NUM
epaa-7254	700	24	)	)	PUNCT
epaa-7254	700	25	*	*	PUNCT
epaa-7254	701	1	−0.10	−0.10	X
epaa-7254	701	2	(	(	PUNCT
epaa-7254	701	3	0.04	0.04	NUM
epaa-7254	701	4	)	)	PUNCT
epaa-7254	701	5	*	*	PUNCT
epaa-7254	702	1	−0.10	−0.10	X
epaa-7254	702	2	(	(	PUNCT
epaa-7254	702	3	0.04	0.04	NUM
epaa-7254	702	4	)	)	PUNCT
epaa-7254	702	5	*	*	PUNCT
epaa-7254	703	1	−0.10	−0.10	X
epaa-7254	703	2	(	(	PUNCT
epaa-7254	703	3	0.05	0.05	NUM
epaa-7254	703	4	)	)	PUNCT
epaa-7254	703	5	*	*	PUNCT
epaa-7254	704	1	hispanic	hispanic	ADJ
epaa-7254	704	2	−0.08	−0.08	X
epaa-7254	704	3	(	(	PUNCT
epaa-7254	704	4	0.04	0.04	NUM
epaa-7254	704	5	)	)	PUNCT
epaa-7254	704	6	−0.08	−0.08	NOUN
epaa-7254	704	7	(	(	PUNCT
epaa-7254	704	8	0.04	0.04	NUM
epaa-7254	704	9	)	)	PUNCT
epaa-7254	704	10	−0.07	−0.07	X
epaa-7254	704	11	(	(	PUNCT
epaa-7254	704	12	0.04	0.04	NUM
epaa-7254	704	13	)	)	PUNCT
epaa-7254	704	14	−0.07	−0.07	X
epaa-7254	704	15	(	(	PUNCT
epaa-7254	704	16	0.04	0.04	NUM
epaa-7254	704	17	)	)	PUNCT
epaa-7254	704	18	white	white	NOUN
epaa-7254	704	19	−0.01	−0.01	ADV
epaa-7254	704	20	(	(	PUNCT
epaa-7254	704	21	0.04	0.04	NUM
epaa-7254	704	22	)	)	PUNCT
epaa-7254	704	23	−0.01	−0.01	INTJ
epaa-7254	704	24	(	(	PUNCT
epaa-7254	704	25	0.04	0.04	NUM
epaa-7254	704	26	)	)	PUNCT
epaa-7254	705	1	−0.01	−0.01	INTJ
epaa-7254	705	2	(	(	PUNCT
epaa-7254	705	3	0.04	0.04	NUM
epaa-7254	705	4	)	)	PUNCT
epaa-7254	706	1	−0.01	−0.01	INTJ
epaa-7254	706	2	(	(	PUNCT
epaa-7254	706	3	0.05	0.05	NUM
epaa-7254	706	4	)	)	PUNCT
epaa-7254	706	5	aveecodis	aveecodis	NOUN
epaa-7254	706	6	0.00	0.00	NUM
epaa-7254	706	7	(	(	PUNCT
epaa-7254	706	8	0.06	0.06	NUM
epaa-7254	706	9	)	)	PUNCT
epaa-7254	706	10	avegifted	avegifte	VERB
epaa-7254	706	11	0.31	0.31	NUM
epaa-7254	706	12	(	(	PUNCT
epaa-7254	706	13	0.13	0.13	NUM
epaa-7254	706	14	)	)	PUNCT
epaa-7254	706	15	*	*	PUNCT
epaa-7254	707	1	*	*	PUNCT
epaa-7254	707	2	avespeced	avespeced	ADJ
epaa-7254	707	3	−0.07	−0.07	X
epaa-7254	707	4	(	(	PUNCT
epaa-7254	707	5	0.05	0.05	NUM
epaa-7254	707	6	)	)	PUNCT
epaa-7254	707	7	avelep	avelep	NOUN
epaa-7254	707	8	0.02	0.02	NUM
epaa-7254	707	9	(	(	PUNCT
epaa-7254	707	10	0.04	0.04	NUM
epaa-7254	707	11	)	)	PUNCT
epaa-7254	707	12	aveasian	aveasian	NOUN
epaa-7254	707	13	0.40	0.40	NUM
epaa-7254	707	14	(	(	PUNCT
epaa-7254	707	15	0.21	0.21	NUM
epaa-7254	707	16	)	)	PUNCT
epaa-7254	707	17	aveblack	aveblack	ADV
epaa-7254	707	18	0.15	0.15	NUM
epaa-7254	707	19	(	(	PUNCT
epaa-7254	707	20	0.12	0.12	NUM
epaa-7254	707	21	)	)	PUNCT
epaa-7254	707	22	avehispanic	avehispanic	ADJ
epaa-7254	707	23	0.06	0.06	NUM
epaa-7254	707	24	(	(	PUNCT
epaa-7254	707	25	0.10	0.10	NUM
epaa-7254	707	26	)	)	PUNCT
epaa-7254	707	27	yrs	yr	NOUN
epaa-7254	707	28	:	:	PUNCT
epaa-7254	707	29	4	4	NUM
epaa-7254	707	30	-	-	SYM
epaa-7254	707	31	10	10	NUM
epaa-7254	707	32	0.07	0.07	NUM
epaa-7254	707	33	(	(	PUNCT
epaa-7254	707	34	0.06	0.06	NUM
epaa-7254	707	35	)	)	PUNCT
epaa-7254	707	36	0.06	0.06	NUM
epaa-7254	707	37	(	(	PUNCT
epaa-7254	707	38	0.06	0.06	NUM
epaa-7254	707	39	)	)	PUNCT
epaa-7254	707	40	yrs	yr	NOUN
epaa-7254	707	41	:	:	PUNCT
epaa-7254	707	42	11	11	NUM
epaa-7254	707	43	-	-	SYM
epaa-7254	707	44	20	20	NUM
epaa-7254	707	45	0.04	0.04	NUM
epaa-7254	707	46	(	(	PUNCT
epaa-7254	707	47	0.06	0.06	NUM
epaa-7254	707	48	)	)	PUNCT
epaa-7254	707	49	0.03	0.03	NUM
epaa-7254	707	50	(	(	PUNCT
epaa-7254	707	51	0.06	0.06	NUM
epaa-7254	707	52	)	)	PUNCT
epaa-7254	708	1	*	*	PUNCT
epaa-7254	708	2	p<.05	p<.05	NOUN
epaa-7254	708	3	,	,	PUNCT
epaa-7254	708	4	*	*	PUNCT
epaa-7254	708	5	*	*	PUNCT
epaa-7254	708	6	p<.01	p<.01	VERB
epaa-7254	708	7	,	,	PUNCT
epaa-7254	708	8	*	*	PUNCT
epaa-7254	708	9	*	*	PUNCT
epaa-7254	708	10	*	*	PUNCT
epaa-7254	708	11	p<.001	p<.001	NOUN
epaa-7254	708	12	noyce	noyce	VERB
epaa-7254	708	13	outcomes	outcome	NOUN
epaa-7254	708	14	in	in	ADP
epaa-7254	708	15	texas	texas	PROPN
epaa-7254	708	16	25	25	NUM
epaa-7254	708	17	we	we	PRON
epaa-7254	708	18	ran	run	VERB
epaa-7254	708	19	a	a	DET
epaa-7254	708	20	series	series	NOUN
epaa-7254	708	21	of	of	ADP
epaa-7254	708	22	models	model	NOUN
epaa-7254	708	23	in	in	ADP
epaa-7254	708	24	which	which	PRON
epaa-7254	708	25	we	we	PRON
epaa-7254	708	26	included	include	VERB
epaa-7254	708	27	the	the	DET
epaa-7254	708	28	undergraduate	undergraduate	NOUN
epaa-7254	708	29	gpa	gpa	PROPN
epaa-7254	708	30	of	of	ADP
epaa-7254	708	31	the	the	DET
epaa-7254	708	32	teachers	teacher	NOUN
epaa-7254	708	33	.	.	PUNCT
epaa-7254	709	1	these	these	DET
epaa-7254	709	2	models	model	NOUN
epaa-7254	709	3	have	have	VERB
epaa-7254	709	4	small	small	ADJ
epaa-7254	709	5	sample	sample	NOUN
epaa-7254	709	6	sizes	size	NOUN
epaa-7254	709	7	.	.	PUNCT
epaa-7254	710	1	student	student	NOUN
epaa-7254	710	2	transcripts	transcript	NOUN
epaa-7254	710	3	are	be	AUX
epaa-7254	710	4	only	only	ADV
epaa-7254	710	5	available	available	ADJ
epaa-7254	710	6	in	in	ADP
epaa-7254	710	7	the	the	DET
epaa-7254	710	8	texas	texas	PROPN
epaa-7254	710	9	dataset	dataset	PROPN
epaa-7254	710	10	after	after	ADP
epaa-7254	710	11	2012	2012	NUM
epaa-7254	710	12	,	,	PUNCT
epaa-7254	710	13	and	and	CCONJ
epaa-7254	710	14	therefore	therefore	ADV
epaa-7254	710	15	the	the	DET
epaa-7254	710	16	only	only	ADJ
epaa-7254	710	17	teachers	teacher	NOUN
epaa-7254	710	18	for	for	ADP
epaa-7254	710	19	which	which	PRON
epaa-7254	710	20	we	we	PRON
epaa-7254	710	21	can	can	AUX
epaa-7254	710	22	establish	establish	VERB
epaa-7254	710	23	a	a	DET
epaa-7254	710	24	gpa	gpa	NOUN
epaa-7254	710	25	are	be	AUX
epaa-7254	710	26	a	a	DET
epaa-7254	710	27	small	small	ADJ
epaa-7254	710	28	number	number	NOUN
epaa-7254	710	29	of	of	ADP
epaa-7254	710	30	recent	recent	ADJ
epaa-7254	710	31	graduates	graduate	NOUN
epaa-7254	710	32	.	.	PUNCT
epaa-7254	711	1	of	of	ADP
epaa-7254	711	2	the	the	DET
epaa-7254	711	3	573	573	NUM
epaa-7254	711	4	teachers	teacher	NOUN
epaa-7254	711	5	whose	whose	DET
epaa-7254	711	6	students	student	NOUN
epaa-7254	711	7	provide	provide	VERB
epaa-7254	711	8	data	datum	NOUN
epaa-7254	711	9	for	for	ADP
epaa-7254	711	10	table	table	NOUN
epaa-7254	711	11	5	5	NUM
epaa-7254	711	12	,	,	PUNCT
epaa-7254	711	13	only	only	ADV
epaa-7254	711	14	96	96	NUM
epaa-7254	711	15	are	be	AUX
epaa-7254	711	16	left	leave	VERB
epaa-7254	711	17	with	with	ADP
epaa-7254	711	18	gpa	gpa	PROPN
epaa-7254	711	19	for	for	ADP
epaa-7254	711	20	tables	table	NOUN
epaa-7254	711	21	9	9	NUM
epaa-7254	711	22	and	and	CCONJ
epaa-7254	711	23	10	10	NUM
epaa-7254	711	24	.	.	PUNCT
epaa-7254	712	1	not	not	PART
epaa-7254	712	2	only	only	ADV
epaa-7254	712	3	is	be	AUX
epaa-7254	712	4	the	the	DET
epaa-7254	712	5	sample	sample	NOUN
epaa-7254	712	6	size	size	NOUN
epaa-7254	712	7	greatly	greatly	ADV
epaa-7254	712	8	reduced	reduce	VERB
epaa-7254	712	9	,	,	PUNCT
epaa-7254	712	10	but	but	CCONJ
epaa-7254	712	11	one	one	PRON
epaa-7254	712	12	should	should	AUX
epaa-7254	712	13	remember	remember	VERB
epaa-7254	712	14	that	that	SCONJ
epaa-7254	712	15	noyce	noyce	PROPN
epaa-7254	712	16	scholars	scholar	NOUN
epaa-7254	712	17	are	be	AUX
epaa-7254	712	18	chosen	choose	VERB
epaa-7254	712	19	on	on	ADP
epaa-7254	712	20	the	the	DET
epaa-7254	712	21	basis	basis	NOUN
epaa-7254	712	22	of	of	ADP
epaa-7254	712	23	academic	academic	ADJ
epaa-7254	712	24	qualifications	qualification	NOUN
epaa-7254	712	25	such	such	ADJ
epaa-7254	712	26	as	as	ADP
epaa-7254	712	27	gpa	gpa	PROPN
epaa-7254	712	28	.	.	PUNCT
epaa-7254	713	1	this	this	PRON
epaa-7254	713	2	means	mean	VERB
epaa-7254	713	3	that	that	SCONJ
epaa-7254	713	4	gpa	gpa	PROPN
epaa-7254	713	5	is	be	AUX
epaa-7254	713	6	correlated	correlate	VERB
epaa-7254	713	7	with	with	ADP
epaa-7254	713	8	the	the	DET
epaa-7254	713	9	probability	probability	NOUN
epaa-7254	713	10	of	of	ADP
epaa-7254	713	11	being	be	AUX
epaa-7254	713	12	a	a	DET
epaa-7254	713	13	noyce	noyce	NOUN
epaa-7254	713	14	scholar	scholar	NOUN
epaa-7254	713	15	.	.	PUNCT
epaa-7254	714	1	specifically	specifically	ADV
epaa-7254	714	2	,	,	PUNCT
epaa-7254	714	3	for	for	ADP
epaa-7254	714	4	both	both	DET
epaa-7254	714	5	algebra	algebra	NOUN
epaa-7254	714	6	i	i	PRON
epaa-7254	714	7	and	and	CCONJ
epaa-7254	714	8	biology	biology	NOUN
epaa-7254	714	9	teachers	teacher	NOUN
epaa-7254	714	10	,	,	PUNCT
epaa-7254	714	11	each	each	DET
epaa-7254	714	12	unit	unit	NOUN
epaa-7254	714	13	change	change	NOUN
epaa-7254	714	14	in	in	ADP
epaa-7254	714	15	gpa	gpa	PROPN
epaa-7254	714	16	leads	lead	VERB
epaa-7254	714	17	to	to	ADP
epaa-7254	714	18	a	a	DET
epaa-7254	714	19	factor	factor	NOUN
epaa-7254	714	20	of	of	ADP
epaa-7254	714	21	1.2	1.2	NUM
epaa-7254	714	22	increase	increase	NOUN
epaa-7254	714	23	in	in	ADP
epaa-7254	714	24	the	the	DET
epaa-7254	714	25	odds	odd	NOUN
epaa-7254	714	26	ratio	ratio	NOUN
epaa-7254	714	27	for	for	ADP
epaa-7254	714	28	being	be	AUX
epaa-7254	714	29	a	a	DET
epaa-7254	714	30	noyce	noyce	NOUN
epaa-7254	714	31	scholar	scholar	NOUN
epaa-7254	714	32	.	.	PUNCT
epaa-7254	715	1	therefore	therefore	ADV
epaa-7254	715	2	,	,	PUNCT
epaa-7254	715	3	both	both	DET
epaa-7254	715	4	gpa	gpa	PROPN
epaa-7254	715	5	and	and	CCONJ
epaa-7254	715	6	noyce	noyce	NOUN
epaa-7254	715	7	have	have	VERB
epaa-7254	715	8	elevated	elevate	VERB
epaa-7254	715	9	levels	level	NOUN
epaa-7254	715	10	of	of	ADP
epaa-7254	715	11	uncertainty	uncertainty	NOUN
epaa-7254	715	12	because	because	SCONJ
epaa-7254	715	13	of	of	ADP
epaa-7254	715	14	the	the	DET
epaa-7254	715	15	correlation	correlation	NOUN
epaa-7254	715	16	.	.	PUNCT
epaa-7254	716	1	once	once	ADV
epaa-7254	716	2	gpa	gpa	PROPN
epaa-7254	716	3	is	be	AUX
epaa-7254	716	4	included	include	VERB
epaa-7254	716	5	,	,	PUNCT
epaa-7254	716	6	the	the	DET
epaa-7254	716	7	flag	flag	NOUN
epaa-7254	716	8	for	for	ADP
epaa-7254	716	9	noyce	noyce	NOUN
epaa-7254	716	10	scholars	scholar	NOUN
epaa-7254	716	11	stops	stop	VERB
epaa-7254	716	12	being	be	AUX
epaa-7254	716	13	significant	significant	ADJ
epaa-7254	716	14	.	.	PUNCT
epaa-7254	717	1	in	in	ADP
epaa-7254	717	2	table	table	NOUN
epaa-7254	717	3	9	9	NUM
epaa-7254	717	4	,	,	PUNCT
epaa-7254	717	5	which	which	PRON
epaa-7254	717	6	compares	compare	VERB
epaa-7254	717	7	with	with	ADP
epaa-7254	717	8	other	other	ADJ
epaa-7254	717	9	teachers	teacher	NOUN
epaa-7254	717	10	in	in	ADP
epaa-7254	717	11	the	the	DET
epaa-7254	717	12	same	same	ADJ
epaa-7254	717	13	schools	school	NOUN
epaa-7254	717	14	,	,	PUNCT
epaa-7254	717	15	teacher	teacher	NOUN
epaa-7254	717	16	gpa	gpa	PROPN
epaa-7254	717	17	is	be	AUX
epaa-7254	717	18	a	a	DET
epaa-7254	717	19	significant	significant	ADJ
epaa-7254	717	20	predictor	predictor	NOUN
epaa-7254	717	21	of	of	ADP
epaa-7254	717	22	student	student	NOUN
epaa-7254	717	23	success	success	NOUN
epaa-7254	717	24	in	in	ADP
epaa-7254	717	25	most	most	ADJ
epaa-7254	717	26	models	model	NOUN
epaa-7254	717	27	,	,	PUNCT
epaa-7254	717	28	despite	despite	SCONJ
epaa-7254	717	29	the	the	DET
epaa-7254	717	30	reduced	reduce	VERB
epaa-7254	717	31	sample	sample	NOUN
epaa-7254	717	32	size	size	NOUN
epaa-7254	717	33	,	,	PUNCT
epaa-7254	717	34	with	with	ADP
epaa-7254	717	35	students	student	NOUN
epaa-7254	717	36	gaining	gain	VERB
epaa-7254	717	37	13	13	NUM
epaa-7254	717	38	%	%	NOUN
epaa-7254	717	39	(	(	PUNCT
epaa-7254	717	40	4.8	4.8	NUM
epaa-7254	717	41	months	month	NOUN
epaa-7254	717	42	of	of	ADP
epaa-7254	717	43	schooling	schooling	NOUN
epaa-7254	717	44	)	)	PUNCT
epaa-7254	717	45	for	for	ADP
epaa-7254	717	46	each	each	DET
epaa-7254	717	47	increase	increase	NOUN
epaa-7254	717	48	in	in	ADP
epaa-7254	717	49	teacher	teacher	NOUN
epaa-7254	717	50	gpa	gpa	PROPN
epaa-7254	717	51	on	on	ADP
epaa-7254	717	52	a	a	DET
epaa-7254	717	53	4	4	NUM
epaa-7254	717	54	-	-	PUNCT
epaa-7254	717	55	point	point	NOUN
epaa-7254	717	56	scale	scale	NOUN
epaa-7254	717	57	.	.	PUNCT
epaa-7254	718	1	however	however	ADV
epaa-7254	718	2	,	,	PUNCT
epaa-7254	718	3	in	in	ADP
epaa-7254	718	4	table	table	NOUN
epaa-7254	718	5	10	10	NUM
epaa-7254	718	6	,	,	PUNCT
epaa-7254	718	7	which	which	PRON
epaa-7254	718	8	compares	compare	VERB
epaa-7254	718	9	with	with	ADP
epaa-7254	718	10	other	other	ADJ
epaa-7254	718	11	teachers	teacher	NOUN
epaa-7254	718	12	prepared	prepare	VERB
epaa-7254	718	13	by	by	ADP
epaa-7254	718	14	the	the	DET
epaa-7254	718	15	same	same	ADJ
epaa-7254	718	16	universities	university	NOUN
epaa-7254	718	17	,	,	PUNCT
epaa-7254	718	18	gpa	gpa	PROPN
epaa-7254	718	19	is	be	AUX
epaa-7254	718	20	not	not	PART
epaa-7254	718	21	a	a	DET
epaa-7254	718	22	significant	significant	ADJ
epaa-7254	718	23	predictor	predictor	NOUN
epaa-7254	718	24	.	.	PUNCT
epaa-7254	719	1	table	table	NOUN
epaa-7254	719	2	10	10	NUM
epaa-7254	719	3	algebra	algebra	NOUN
epaa-7254	719	4	i	i	PRON
epaa-7254	719	5	,	,	PUNCT
epaa-7254	719	6	compare	compare	VERB
epaa-7254	719	7	with	with	ADP
epaa-7254	719	8	other	other	ADJ
epaa-7254	719	9	teachers	teacher	NOUN
epaa-7254	719	10	from	from	ADP
epaa-7254	719	11	the	the	DET
epaa-7254	719	12	same	same	ADJ
epaa-7254	719	13	universities	university	NOUN
epaa-7254	719	14	(	(	PUNCT
epaa-7254	719	15	r6	r6	NOUN
epaa-7254	719	16	)	)	PUNCT
epaa-7254	719	17	;	;	PUNCT
epaa-7254	719	18	include	include	VERB
epaa-7254	719	19	gpa	gpa	PROPN
epaa-7254	719	20	.	.	PROPN
epaa-7254	719	21	units	unit	NOUN
epaa-7254	719	22	are	be	AUX
epaa-7254	719	23	standard	standard	ADJ
epaa-7254	719	24	deviation	deviation	NOUN
epaa-7254	719	25	.	.	PUNCT
epaa-7254	720	1	standard	standard	ADJ
epaa-7254	720	2	uncertainty	uncertainty	NOUN
epaa-7254	720	3	in	in	ADP
epaa-7254	720	4	parentheses	parenthesis	NOUN
epaa-7254	720	5	.	.	PUNCT
epaa-7254	721	1	because	because	SCONJ
epaa-7254	721	2	of	of	ADP
epaa-7254	721	3	the	the	DET
epaa-7254	721	4	inclusion	inclusion	NOUN
epaa-7254	721	5	of	of	ADP
epaa-7254	721	6	gpa	gpa	PROPN
epaa-7254	721	7	,	,	PUNCT
epaa-7254	721	8	the	the	DET
epaa-7254	721	9	sample	sample	NOUN
epaa-7254	721	10	size	size	NOUN
epaa-7254	721	11	drops	drop	VERB
epaa-7254	721	12	from	from	ADP
epaa-7254	721	13	573	573	NUM
epaa-7254	721	14	to	to	PART
epaa-7254	721	15	96	96	NUM
epaa-7254	721	16	teachers	teacher	NOUN
epaa-7254	721	17	and	and	CCONJ
epaa-7254	721	18	this	this	PRON
epaa-7254	721	19	is	be	AUX
epaa-7254	721	20	the	the	DET
epaa-7254	721	21	main	main	ADJ
epaa-7254	721	22	reason	reason	NOUN
epaa-7254	721	23	for	for	ADP
epaa-7254	721	24	loss	loss	NOUN
epaa-7254	721	25	of	of	ADP
epaa-7254	721	26	significance	significance	NOUN
epaa-7254	721	27	random	random	ADJ
epaa-7254	721	28	effects	effect	NOUN
epaa-7254	721	29	2a	2a	NUM
epaa-7254	721	30	2b	2b	NUM
epaa-7254	721	31	2c	2c	NUM
epaa-7254	721	32	2d	2d	NOUN
epaa-7254	721	33	campus	campus	NOUN
epaa-7254	721	34	sd	sd	ADP
epaa-7254	721	35	0.23	0.23	NUM
epaa-7254	721	36	0.22	0.22	NUM
epaa-7254	721	37	0.21	0.21	NUM
epaa-7254	721	38	teacher	teacher	NOUN
epaa-7254	721	39	sd	sd	ADP
epaa-7254	721	40	0.27	0.27	NUM
epaa-7254	721	41	0.2	0.2	NUM
epaa-7254	721	42	0.2	0.2	NUM
epaa-7254	721	43	0.2	0.2	NUM
epaa-7254	721	44	class	class	NOUN
epaa-7254	721	45	sd	sd	ADP
epaa-7254	721	46	0.2	0.2	NUM
epaa-7254	721	47	0.18	0.18	NUM
epaa-7254	721	48	0.18	0.18	NUM
epaa-7254	721	49	0.18	0.18	NUM
epaa-7254	721	50	fixed	fix	VERB
epaa-7254	721	51	effects	effect	NOUN
epaa-7254	721	52	noyce	noyce	PROPN
epaa-7254	721	53	0.16	0.16	NUM
epaa-7254	721	54	(	(	PUNCT
epaa-7254	721	55	0.08	0.08	NUM
epaa-7254	721	56	)	)	PUNCT
epaa-7254	721	57	*	*	NUM
epaa-7254	721	58	0.08	0.08	NUM
epaa-7254	721	59	(	(	PUNCT
epaa-7254	721	60	0.08	0.08	NUM
epaa-7254	721	61	)	)	PUNCT
epaa-7254	721	62	0.07	0.07	NUM
epaa-7254	721	63	(	(	PUNCT
epaa-7254	721	64	0.08	0.08	NUM
epaa-7254	721	65	)	)	PUNCT
epaa-7254	721	66	0.05	0.05	NUM
epaa-7254	721	67	(	(	PUNCT
epaa-7254	721	68	0.08	0.08	NUM
epaa-7254	721	69	)	)	PUNCT
epaa-7254	721	70	stdcert	stdcert	NOUN
epaa-7254	721	71	-0.12	-0.12	NUM
epaa-7254	721	72	(	(	PUNCT
epaa-7254	721	73	0.14	0.14	NUM
epaa-7254	721	74	)	)	PUNCT
epaa-7254	721	75	-0.11	-0.11	NOUN
epaa-7254	721	76	(	(	PUNCT
epaa-7254	721	77	0.14	0.14	NUM
epaa-7254	721	78	)	)	PUNCT
epaa-7254	721	79	gpa	gpa	PROPN
epaa-7254	721	80	0.07	0.07	NUM
epaa-7254	721	81	(	(	PUNCT
epaa-7254	721	82	0.05	0.05	NUM
epaa-7254	721	83	)	)	PUNCT
epaa-7254	721	84	0.09	0.09	NUM
epaa-7254	721	85	(	(	PUNCT
epaa-7254	721	86	0.05	0.05	NUM
epaa-7254	721	87	)	)	PUNCT
epaa-7254	721	88	0.09	0.09	NUM
epaa-7254	721	89	(	(	PUNCT
epaa-7254	721	90	0.05	0.05	NUM
epaa-7254	721	91	)	)	PUNCT
epaa-7254	721	92	0.08	0.08	NUM
epaa-7254	721	93	(	(	PUNCT
epaa-7254	721	94	0.05	0.05	NUM
epaa-7254	721	95	)	)	PUNCT
epaa-7254	721	96	ecodis	ecodi	NOUN
epaa-7254	721	97	-0.03	-0.03	NOUN
epaa-7254	721	98	(	(	PUNCT
epaa-7254	721	99	0.01	0.01	NUM
epaa-7254	721	100	)	)	PUNCT
epaa-7254	721	101	*	*	PUNCT
epaa-7254	722	1	*	*	PUNCT
epaa-7254	722	2	*	*	PUNCT
epaa-7254	722	3	-0.03	-0.03	NUM
epaa-7254	722	4	(	(	PUNCT
epaa-7254	722	5	0.01	0.01	NUM
epaa-7254	722	6	)	)	PUNCT
epaa-7254	722	7	*	*	PUNCT
epaa-7254	723	1	*	*	PUNCT
epaa-7254	723	2	*	*	PUNCT
epaa-7254	723	3	-0.03	-0.03	NUM
epaa-7254	723	4	(	(	PUNCT
epaa-7254	723	5	0.01	0.01	NUM
epaa-7254	723	6	)	)	PUNCT
epaa-7254	723	7	*	*	PUNCT
epaa-7254	724	1	*	*	PUNCT
epaa-7254	724	2	*	*	PUNCT
epaa-7254	724	3	-0.03	-0.03	NUM
epaa-7254	724	4	(	(	PUNCT
epaa-7254	724	5	0.01	0.01	NUM
epaa-7254	724	6	)	)	PUNCT
epaa-7254	724	7	*	*	PUNCT
epaa-7254	725	1	*	*	PUNCT
epaa-7254	725	2	*	*	PUNCT
epaa-7254	725	3	gifted	gifted	ADJ
epaa-7254	725	4	0.19	0.19	NUM
epaa-7254	725	5	(	(	PUNCT
epaa-7254	725	6	0.02	0.02	NUM
epaa-7254	725	7	)	)	PUNCT
epaa-7254	725	8	*	*	PUNCT
epaa-7254	726	1	*	*	PUNCT
epaa-7254	726	2	*	*	PUNCT
epaa-7254	726	3	0.19	0.19	NUM
epaa-7254	726	4	(	(	PUNCT
epaa-7254	726	5	0.02	0.02	NUM
epaa-7254	726	6	)	)	PUNCT
epaa-7254	726	7	*	*	PUNCT
epaa-7254	727	1	*	*	PUNCT
epaa-7254	727	2	*	*	PUNCT
epaa-7254	727	3	0.19	0.19	NUM
epaa-7254	727	4	(	(	PUNCT
epaa-7254	727	5	0.02	0.02	NUM
epaa-7254	727	6	)	)	PUNCT
epaa-7254	727	7	*	*	PUNCT
epaa-7254	728	1	*	*	PUNCT
epaa-7254	728	2	*	*	PUNCT
epaa-7254	728	3	0.17	0.17	NUM
epaa-7254	728	4	(	(	PUNCT
epaa-7254	728	5	0.02	0.02	NUM
epaa-7254	728	6	)	)	PUNCT
epaa-7254	729	1	*	*	PUNCT
epaa-7254	729	2	*	*	PUNCT
epaa-7254	729	3	*	*	PUNCT
epaa-7254	729	4	speced	spece	VERB
epaa-7254	729	5	-0.26	-0.26	X
epaa-7254	729	6	(	(	PUNCT
epaa-7254	729	7	0.02	0.02	NUM
epaa-7254	729	8	)	)	PUNCT
epaa-7254	730	1	*	*	PUNCT
epaa-7254	731	1	*	*	PUNCT
epaa-7254	731	2	*	*	PUNCT
epaa-7254	731	3	-0.26	-0.26	X
epaa-7254	731	4	(	(	PUNCT
epaa-7254	731	5	0.02	0.02	NUM
epaa-7254	731	6	)	)	PUNCT
epaa-7254	731	7	*	*	PUNCT
epaa-7254	732	1	*	*	PUNCT
epaa-7254	732	2	*	*	PUNCT
epaa-7254	732	3	-0.27	-0.27	X
epaa-7254	732	4	(	(	PUNCT
epaa-7254	732	5	0.02	0.02	NUM
epaa-7254	732	6	)	)	PUNCT
epaa-7254	732	7	*	*	PUNCT
epaa-7254	733	1	*	*	PUNCT
epaa-7254	733	2	*	*	PUNCT
epaa-7254	733	3	-0.2	-0.2	NOUN
epaa-7254	733	4	(	(	PUNCT
epaa-7254	733	5	0.02	0.02	NUM
epaa-7254	733	6	)	)	PUNCT
epaa-7254	733	7	*	*	PUNCT
epaa-7254	734	1	*	*	PUNCT
epaa-7254	734	2	*	*	PUNCT
epaa-7254	734	3	lep	lep	PROPN
epaa-7254	734	4	-0.16	-0.16	INTJ
epaa-7254	734	5	(	(	PUNCT
epaa-7254	734	6	0.01	0.01	NUM
epaa-7254	734	7	)	)	PUNCT
epaa-7254	734	8	*	*	PUNCT
epaa-7254	735	1	*	*	PUNCT
epaa-7254	735	2	*	*	PUNCT
epaa-7254	735	3	-0.16	-0.16	INTJ
epaa-7254	735	4	(	(	PUNCT
epaa-7254	735	5	0.01	0.01	NUM
epaa-7254	735	6	)	)	PUNCT
epaa-7254	735	7	*	*	PUNCT
epaa-7254	736	1	*	*	PUNCT
epaa-7254	736	2	*	*	PUNCT
epaa-7254	736	3	-0.16	-0.16	INTJ
epaa-7254	736	4	(	(	PUNCT
epaa-7254	736	5	0.01	0.01	NUM
epaa-7254	736	6	)	)	PUNCT
epaa-7254	736	7	*	*	PUNCT
epaa-7254	737	1	*	*	PUNCT
epaa-7254	737	2	*	*	PUNCT
epaa-7254	737	3	-0.16	-0.16	INTJ
epaa-7254	737	4	(	(	PUNCT
epaa-7254	737	5	0.01	0.01	NUM
epaa-7254	737	6	)	)	PUNCT
epaa-7254	737	7	*	*	PUNCT
epaa-7254	738	1	*	*	PUNCT
epaa-7254	738	2	*	*	PUNCT
epaa-7254	738	3	asian	asian	ADJ
epaa-7254	738	4	0.17	0.17	NUM
epaa-7254	738	5	(	(	PUNCT
epaa-7254	738	6	0.03	0.03	NUM
epaa-7254	738	7	)	)	PUNCT
epaa-7254	738	8	*	*	PUNCT
epaa-7254	739	1	*	*	PUNCT
epaa-7254	739	2	*	*	PUNCT
epaa-7254	739	3	0.16	0.16	NUM
epaa-7254	739	4	(	(	PUNCT
epaa-7254	739	5	0.03	0.03	NUM
epaa-7254	739	6	)	)	PUNCT
epaa-7254	739	7	*	*	PUNCT
epaa-7254	740	1	*	*	PUNCT
epaa-7254	740	2	*	*	PUNCT
epaa-7254	740	3	0.16	0.16	NUM
epaa-7254	740	4	(	(	PUNCT
epaa-7254	740	5	0.03	0.03	NUM
epaa-7254	740	6	)	)	PUNCT
epaa-7254	740	7	*	*	PUNCT
epaa-7254	741	1	*	*	PUNCT
epaa-7254	741	2	*	*	PUNCT
epaa-7254	741	3	0.16	0.16	NUM
epaa-7254	741	4	(	(	PUNCT
epaa-7254	741	5	0.03	0.03	NUM
epaa-7254	741	6	)	)	PUNCT
epaa-7254	741	7	*	*	PUNCT
epaa-7254	742	1	*	*	PUNCT
epaa-7254	742	2	*	*	PUNCT
epaa-7254	742	3	black	black	ADJ
epaa-7254	742	4	-0.07	-0.07	INTJ
epaa-7254	742	5	(	(	PUNCT
epaa-7254	742	6	0.03	0.03	NUM
epaa-7254	742	7	)	)	PUNCT
epaa-7254	742	8	*	*	PUNCT
epaa-7254	743	1	*	*	PUNCT
epaa-7254	743	2	-0.07	-0.07	PUNCT
epaa-7254	743	3	(	(	PUNCT
epaa-7254	743	4	0.03	0.03	NUM
epaa-7254	743	5	)	)	PUNCT
epaa-7254	743	6	*	*	PUNCT
epaa-7254	744	1	*	*	PUNCT
epaa-7254	744	2	-0.07	-0.07	PUNCT
epaa-7254	744	3	(	(	PUNCT
epaa-7254	744	4	0.03	0.03	NUM
epaa-7254	744	5	)	)	PUNCT
epaa-7254	744	6	*	*	PUNCT
epaa-7254	745	1	*	*	PUNCT
epaa-7254	745	2	-0.06	-0.06	NUM
epaa-7254	745	3	(	(	PUNCT
epaa-7254	745	4	0.03	0.03	NUM
epaa-7254	745	5	)	)	PUNCT
epaa-7254	745	6	*	*	PUNCT
epaa-7254	745	7	hispanic	hispanic	ADJ
epaa-7254	745	8	-0.03	-0.03	X
epaa-7254	745	9	(	(	PUNCT
epaa-7254	745	10	0.03	0.03	NUM
epaa-7254	745	11	)	)	PUNCT
epaa-7254	745	12	-0.03	-0.03	NOUN
epaa-7254	745	13	(	(	PUNCT
epaa-7254	745	14	0.03	0.03	NUM
epaa-7254	745	15	)	)	PUNCT
epaa-7254	745	16	-0.03	-0.03	NOUN
epaa-7254	745	17	(	(	PUNCT
epaa-7254	745	18	0.03	0.03	NUM
epaa-7254	745	19	)	)	PUNCT
epaa-7254	745	20	-0.02	-0.02	NUM
epaa-7254	745	21	(	(	PUNCT
epaa-7254	745	22	0.03	0.03	NUM
epaa-7254	745	23	)	)	PUNCT
epaa-7254	745	24	white	white	ADJ
epaa-7254	745	25	-0.03	-0.03	X
epaa-7254	745	26	(	(	PUNCT
epaa-7254	745	27	0.03	0.03	NUM
epaa-7254	745	28	)	)	PUNCT
epaa-7254	745	29	-0.03	-0.03	NOUN
epaa-7254	745	30	(	(	PUNCT
epaa-7254	745	31	0.03	0.03	NUM
epaa-7254	745	32	)	)	PUNCT
epaa-7254	745	33	-0.03	-0.03	NOUN
epaa-7254	745	34	(	(	PUNCT
epaa-7254	745	35	0.03	0.03	NUM
epaa-7254	745	36	)	)	PUNCT
epaa-7254	745	37	-0.02	-0.02	NUM
epaa-7254	745	38	(	(	PUNCT
epaa-7254	745	39	0.03	0.03	NUM
epaa-7254	745	40	)	)	PUNCT
epaa-7254	745	41	aveecodis	aveecodi	VERB
epaa-7254	745	42	-0.08	-0.08	PRON
epaa-7254	745	43	(	(	PUNCT
epaa-7254	745	44	0.05	0.05	NUM
epaa-7254	745	45	)	)	PUNCT
epaa-7254	745	46	avegifted	avegifte	VERB
epaa-7254	745	47	0.44	0.44	NUM
epaa-7254	745	48	(	(	PUNCT
epaa-7254	745	49	0.10	0.10	NUM
epaa-7254	745	50	)	)	PUNCT
epaa-7254	745	51	*	*	PUNCT
epaa-7254	746	1	*	*	PUNCT
epaa-7254	746	2	*	*	PUNCT
epaa-7254	746	3	avespeced	avespeced	ADJ
epaa-7254	746	4	-0.22	-0.22	X
epaa-7254	746	5	(	(	PUNCT
epaa-7254	746	6	0.04	0.04	NUM
epaa-7254	746	7	)	)	PUNCT
epaa-7254	747	1	*	*	PUNCT
epaa-7254	748	1	*	*	PUNCT
epaa-7254	748	2	*	*	PUNCT
epaa-7254	748	3	avelep	avelep	PROPN
epaa-7254	748	4	-0.04	-0.04	NUM
epaa-7254	748	5	(	(	PUNCT
epaa-7254	748	6	0.04	0.04	NUM
epaa-7254	748	7	)	)	PUNCT
epaa-7254	748	8	aveasian	aveasian	NOUN
epaa-7254	748	9	0.44	0.44	NUM
epaa-7254	748	10	(	(	PUNCT
epaa-7254	748	11	0.12	0.12	NUM
epaa-7254	748	12	)	)	PUNCT
epaa-7254	748	13	*	*	PUNCT
epaa-7254	749	1	*	*	PUNCT
epaa-7254	749	2	*	*	PUNCT
epaa-7254	749	3	aveblack	aveblack	PROPN
epaa-7254	749	4	0.17	0.17	NUM
epaa-7254	749	5	(	(	PUNCT
epaa-7254	749	6	0.07	0.07	NUM
epaa-7254	749	7	)	)	PUNCT
epaa-7254	749	8	*	*	PUNCT
epaa-7254	749	9	*	*	PUNCT
epaa-7254	749	10	avehispanic	avehispanic	ADJ
epaa-7254	749	11	0.17	0.17	NUM
epaa-7254	749	12	(	(	PUNCT
epaa-7254	749	13	0.06	0.06	NUM
epaa-7254	749	14	)	)	PUNCT
epaa-7254	749	15	*	*	PUNCT
epaa-7254	750	1	*	*	PUNCT
epaa-7254	750	2	yrs	yr	NOUN
epaa-7254	750	3	:	:	PUNCT
epaa-7254	750	4	4	4	NUM
epaa-7254	750	5	-	-	SYM
epaa-7254	750	6	10	10	NUM
epaa-7254	750	7	yrs	yr	NOUN
epaa-7254	750	8	:	:	PUNCT
epaa-7254	750	9	11	11	NUM
epaa-7254	750	10	-	-	SYM
epaa-7254	750	11	20	20	NUM
epaa-7254	750	12	*	*	PUNCT
epaa-7254	750	13	p<.05	p<.05	NOUN
epaa-7254	750	14	,	,	PUNCT
epaa-7254	750	15	*	*	PUNCT
epaa-7254	750	16	*	*	PUNCT
epaa-7254	750	17	p<.01	p<.01	VERB
epaa-7254	750	18	,	,	PUNCT
epaa-7254	750	19	*	*	PUNCT
epaa-7254	750	20	*	*	PUNCT
epaa-7254	750	21	*	*	PUNCT
epaa-7254	750	22	p<.001	p<.001	PRON
epaa-7254	750	23	education	education	NOUN
epaa-7254	750	24	policy	policy	NOUN
epaa-7254	750	25	analysis	analysis	NOUN
epaa-7254	750	26	archives	archive	NOUN
epaa-7254	750	27	vol	vol	NOUN
epaa-7254	750	28	.	.	PROPN
epaa-7254	751	1	30	30	NUM
epaa-7254	751	2	no	no	NOUN
epaa-7254	751	3	.	.	PUNCT
epaa-7254	752	1	147	147	NUM
epaa-7254	752	2	26	26	NUM
epaa-7254	752	3	limitations	limitation	NOUN
epaa-7254	752	4	and	and	CCONJ
epaa-7254	752	5	implications	implication	NOUN
epaa-7254	752	6	limitations	limitation	NOUN
epaa-7254	752	7	the	the	DET
epaa-7254	752	8	noyce	noyce	PROPN
epaa-7254	752	9	program	program	PROPN
epaa-7254	752	10	has	have	AUX
epaa-7254	752	11	been	be	AUX
epaa-7254	752	12	in	in	ADP
epaa-7254	752	13	operation	operation	NOUN
epaa-7254	752	14	for	for	ADP
epaa-7254	752	15	more	more	ADJ
epaa-7254	752	16	than	than	ADP
epaa-7254	752	17	15	15	NUM
epaa-7254	752	18	years	year	NOUN
epaa-7254	752	19	and	and	CCONJ
epaa-7254	752	20	has	have	AUX
epaa-7254	752	21	served	serve	VERB
epaa-7254	752	22	more	more	ADJ
epaa-7254	752	23	than	than	ADP
epaa-7254	752	24	12,000	12,000	NUM
epaa-7254	752	25	preservice	preservice	NOUN
epaa-7254	752	26	teachers	teacher	NOUN
epaa-7254	752	27	.	.	PUNCT
epaa-7254	753	1	previous	previous	ADJ
epaa-7254	753	2	studies	study	NOUN
epaa-7254	753	3	have	have	AUX
epaa-7254	753	4	either	either	CCONJ
epaa-7254	753	5	resulted	result	VERB
epaa-7254	753	6	from	from	ADP
epaa-7254	753	7	surveys	survey	NOUN
epaa-7254	753	8	of	of	ADP
epaa-7254	753	9	participants	participant	NOUN
epaa-7254	753	10	while	while	SCONJ
epaa-7254	753	11	they	they	PRON
epaa-7254	753	12	were	be	AUX
epaa-7254	753	13	still	still	ADV
epaa-7254	753	14	in	in	ADP
epaa-7254	753	15	school	school	NOUN
epaa-7254	753	16	,	,	PUNCT
epaa-7254	753	17	or	or	CCONJ
epaa-7254	753	18	from	from	ADP
epaa-7254	753	19	examinations	examination	NOUN
epaa-7254	753	20	of	of	ADP
epaa-7254	753	21	individual	individual	ADJ
epaa-7254	753	22	programs	program	NOUN
epaa-7254	753	23	over	over	ADP
epaa-7254	753	24	short	short	ADJ
epaa-7254	753	25	periods	period	NOUN
epaa-7254	753	26	of	of	ADP
epaa-7254	753	27	time	time	NOUN
epaa-7254	753	28	.	.	PUNCT
epaa-7254	754	1	to	to	ADP
epaa-7254	754	2	the	the	DET
epaa-7254	754	3	best	good	ADJ
epaa-7254	754	4	of	of	ADP
epaa-7254	754	5	our	our	PRON
epaa-7254	754	6	knowledge	knowledge	NOUN
epaa-7254	754	7	,	,	PUNCT
epaa-7254	754	8	we	we	PRON
epaa-7254	754	9	are	be	AUX
epaa-7254	754	10	presenting	present	VERB
epaa-7254	754	11	the	the	DET
epaa-7254	754	12	first	first	ADJ
epaa-7254	754	13	study	study	NOUN
epaa-7254	754	14	that	that	PRON
epaa-7254	754	15	aggregates	aggregate	VERB
epaa-7254	754	16	data	datum	NOUN
epaa-7254	754	17	from	from	ADP
epaa-7254	754	18	multiple	multiple	ADJ
epaa-7254	754	19	programs	program	NOUN
epaa-7254	754	20	with	with	ADP
epaa-7254	754	21	multiple	multiple	ADJ
epaa-7254	754	22	grants	grant	NOUN
epaa-7254	754	23	and	and	CCONJ
epaa-7254	754	24	examines	examine	VERB
epaa-7254	754	25	a	a	DET
epaa-7254	754	26	variety	variety	NOUN
epaa-7254	754	27	of	of	ADP
epaa-7254	754	28	quantitative	quantitative	ADJ
epaa-7254	754	29	outcomes	outcome	NOUN
epaa-7254	754	30	.	.	PUNCT
epaa-7254	755	1	in	in	ADP
epaa-7254	755	2	some	some	DET
epaa-7254	755	3	respects	respect	NOUN
epaa-7254	755	4	,	,	PUNCT
epaa-7254	755	5	our	our	PRON
epaa-7254	755	6	sample	sample	NOUN
epaa-7254	755	7	is	be	AUX
epaa-7254	755	8	large	large	ADJ
epaa-7254	755	9	.	.	PUNCT
epaa-7254	756	1	we	we	PRON
epaa-7254	756	2	had	have	VERB
epaa-7254	756	3	data	datum	NOUN
epaa-7254	756	4	from	from	ADP
epaa-7254	756	5	seven	seven	NUM
epaa-7254	756	6	years	year	NOUN
epaa-7254	756	7	,	,	PUNCT
epaa-7254	756	8	thousands	thousand	NOUN
epaa-7254	756	9	of	of	ADP
epaa-7254	756	10	classrooms	classroom	NOUN
epaa-7254	756	11	,	,	PUNCT
epaa-7254	756	12	and	and	CCONJ
epaa-7254	756	13	hundreds	hundred	NOUN
epaa-7254	756	14	of	of	ADP
epaa-7254	756	15	thousands	thousand	NOUN
epaa-7254	756	16	of	of	ADP
epaa-7254	756	17	students	student	NOUN
epaa-7254	756	18	.	.	PUNCT
epaa-7254	757	1	however	however	ADV
epaa-7254	757	2	,	,	PUNCT
epaa-7254	757	3	in	in	ADP
epaa-7254	757	4	another	another	DET
epaa-7254	757	5	respect	respect	NOUN
epaa-7254	757	6	our	our	PRON
epaa-7254	757	7	sample	sample	NOUN
epaa-7254	757	8	is	be	AUX
epaa-7254	757	9	small	small	ADJ
epaa-7254	757	10	;	;	PUNCT
epaa-7254	757	11	for	for	ADP
epaa-7254	757	12	the	the	DET
epaa-7254	757	13	value	value	NOUN
epaa-7254	757	14	-	-	PUNCT
epaa-7254	757	15	added	add	VERB
epaa-7254	757	16	models	model	NOUN
epaa-7254	757	17	we	we	PRON
epaa-7254	757	18	had	have	VERB
epaa-7254	757	19	24	24	NUM
epaa-7254	757	20	math	math	NOUN
epaa-7254	757	21	teachers	teacher	NOUN
epaa-7254	757	22	and	and	CCONJ
epaa-7254	757	23	17	17	NUM
epaa-7254	757	24	science	science	NOUN
epaa-7254	757	25	teachers	teacher	NOUN
epaa-7254	757	26	in	in	ADP
epaa-7254	757	27	the	the	DET
epaa-7254	757	28	treatment	treatment	NOUN
epaa-7254	757	29	group	group	NOUN
epaa-7254	757	30	.	.	PUNCT
epaa-7254	758	1	these	these	DET
epaa-7254	758	2	small	small	ADJ
epaa-7254	758	3	numbers	number	NOUN
epaa-7254	758	4	were	be	AUX
epaa-7254	758	5	somewhat	somewhat	ADV
epaa-7254	758	6	counterbalanced	counterbalance	VERB
epaa-7254	758	7	by	by	ADP
epaa-7254	758	8	the	the	DET
epaa-7254	758	9	fact	fact	NOUN
epaa-7254	758	10	that	that	SCONJ
epaa-7254	758	11	we	we	PRON
epaa-7254	758	12	had	have	AUX
epaa-7254	758	13	observations	observation	NOUN
epaa-7254	758	14	over	over	ADP
epaa-7254	758	15	multiple	multiple	ADJ
epaa-7254	758	16	years	year	NOUN
epaa-7254	758	17	.	.	PUNCT
epaa-7254	759	1	in	in	ADP
epaa-7254	759	2	the	the	DET
epaa-7254	759	3	end	end	NOUN
epaa-7254	759	4	we	we	PRON
epaa-7254	759	5	rely	rely	VERB
epaa-7254	759	6	upon	upon	SCONJ
epaa-7254	759	7	statistical	statistical	ADJ
epaa-7254	759	8	tests	test	NOUN
epaa-7254	759	9	to	to	PART
epaa-7254	759	10	tell	tell	VERB
epaa-7254	759	11	us	we	PRON
epaa-7254	759	12	if	if	SCONJ
epaa-7254	759	13	the	the	DET
epaa-7254	759	14	sample	sample	NOUN
epaa-7254	759	15	was	be	AUX
epaa-7254	759	16	large	large	ADJ
epaa-7254	759	17	enough	enough	ADV
epaa-7254	759	18	to	to	PART
epaa-7254	759	19	draw	draw	VERB
epaa-7254	759	20	conclusions	conclusion	NOUN
epaa-7254	759	21	,	,	PUNCT
epaa-7254	759	22	and	and	CCONJ
epaa-7254	759	23	the	the	DET
epaa-7254	759	24	tests	test	NOUN
epaa-7254	759	25	tell	tell	VERB
epaa-7254	759	26	us	we	PRON
epaa-7254	759	27	that	that	SCONJ
epaa-7254	759	28	results	result	VERB
epaa-7254	759	29	in	in	ADP
epaa-7254	759	30	algebra	algebra	NOUN
epaa-7254	759	31	i	i	PRON
epaa-7254	759	32	are	be	AUX
epaa-7254	759	33	fairly	fairly	ADV
epaa-7254	759	34	robust	robust	ADJ
epaa-7254	759	35	,	,	PUNCT
epaa-7254	759	36	while	while	SCONJ
epaa-7254	759	37	in	in	ADP
epaa-7254	759	38	biology	biology	NOUN
epaa-7254	759	39	there	there	PRON
epaa-7254	759	40	is	be	VERB
epaa-7254	759	41	no	no	DET
epaa-7254	759	42	evidence	evidence	NOUN
epaa-7254	759	43	students	student	NOUN
epaa-7254	759	44	are	be	AUX
epaa-7254	759	45	getting	get	VERB
epaa-7254	759	46	higher	high	ADJ
epaa-7254	759	47	test	test	NOUN
epaa-7254	759	48	scores	score	NOUN
epaa-7254	759	49	in	in	ADP
epaa-7254	759	50	noyce	noyce	PROPN
epaa-7254	759	51	scholar	scholar	NOUN
epaa-7254	759	52	classrooms	classroom	NOUN
epaa-7254	759	53	.	.	PUNCT
epaa-7254	760	1	one	one	PRON
epaa-7254	760	2	might	might	AUX
epaa-7254	760	3	also	also	ADV
epaa-7254	760	4	be	be	AUX
epaa-7254	760	5	worried	worry	VERB
epaa-7254	760	6	that	that	SCONJ
epaa-7254	760	7	over	over	ADP
epaa-7254	760	8	the	the	DET
epaa-7254	760	9	course	course	NOUN
epaa-7254	760	10	of	of	ADP
epaa-7254	760	11	15	15	NUM
epaa-7254	760	12	years	year	NOUN
epaa-7254	760	13	there	there	PRON
epaa-7254	760	14	could	could	AUX
epaa-7254	760	15	have	have	AUX
epaa-7254	760	16	been	be	AUX
epaa-7254	760	17	major	major	ADJ
epaa-7254	760	18	changes	change	NOUN
epaa-7254	760	19	in	in	ADP
epaa-7254	760	20	the	the	DET
epaa-7254	760	21	teacher	teacher	NOUN
epaa-7254	760	22	preparation	preparation	NOUN
epaa-7254	760	23	programs	program	NOUN
epaa-7254	760	24	we	we	PRON
epaa-7254	760	25	studied	study	VERB
epaa-7254	760	26	that	that	PRON
epaa-7254	760	27	would	would	AUX
epaa-7254	760	28	have	have	AUX
epaa-7254	760	29	made	make	VERB
epaa-7254	760	30	it	it	PRON
epaa-7254	760	31	inappropriate	inappropriate	ADJ
epaa-7254	760	32	to	to	ADP
epaa-7254	760	33	group	group	PROPN
epaa-7254	760	34	together	together	ADV
epaa-7254	760	35	teachers	teacher	NOUN
epaa-7254	760	36	coming	come	VERB
epaa-7254	760	37	out	out	ADP
epaa-7254	760	38	at	at	ADP
epaa-7254	760	39	different	different	ADJ
epaa-7254	760	40	times	time	NOUN
epaa-7254	760	41	.	.	PUNCT
epaa-7254	761	1	there	there	PRON
epaa-7254	761	2	were	be	VERB
epaa-7254	761	3	certainly	certainly	ADV
epaa-7254	761	4	major	major	ADJ
epaa-7254	761	5	changes	change	NOUN
epaa-7254	761	6	in	in	ADP
epaa-7254	761	7	school	school	NOUN
epaa-7254	761	8	systems	system	NOUN
epaa-7254	761	9	and	and	CCONJ
epaa-7254	761	10	statewide	statewide	ADJ
epaa-7254	761	11	educational	educational	ADJ
epaa-7254	761	12	policy	policy	NOUN
epaa-7254	761	13	.	.	PUNCT
epaa-7254	762	1	however	however	ADV
epaa-7254	762	2	,	,	PUNCT
epaa-7254	762	3	our	our	PRON
epaa-7254	762	4	concern	concern	NOUN
epaa-7254	762	5	on	on	ADP
epaa-7254	762	6	this	this	DET
epaa-7254	762	7	score	score	NOUN
epaa-7254	762	8	is	be	AUX
epaa-7254	762	9	limited	limit	VERB
epaa-7254	762	10	because	because	SCONJ
epaa-7254	762	11	the	the	DET
epaa-7254	762	12	programs	program	NOUN
epaa-7254	762	13	contributing	contribute	VERB
epaa-7254	762	14	teachers	teacher	NOUN
epaa-7254	762	15	to	to	ADP
epaa-7254	762	16	this	this	DET
epaa-7254	762	17	study	study	NOUN
epaa-7254	762	18	did	do	AUX
epaa-7254	762	19	not	not	PART
epaa-7254	762	20	make	make	VERB
epaa-7254	762	21	major	major	ADJ
epaa-7254	762	22	changes	change	NOUN
epaa-7254	762	23	to	to	ADP
epaa-7254	762	24	their	their	PRON
epaa-7254	762	25	curriculum	curriculum	NOUN
epaa-7254	762	26	or	or	CCONJ
epaa-7254	762	27	support	support	VERB
epaa-7254	762	28	structures	structure	NOUN
epaa-7254	762	29	during	during	ADP
epaa-7254	762	30	the	the	DET
epaa-7254	762	31	study	study	NOUN
epaa-7254	762	32	period	period	NOUN
epaa-7254	762	33	,	,	PUNCT
epaa-7254	762	34	even	even	ADV
epaa-7254	762	35	taking	take	VERB
epaa-7254	762	36	into	into	ADP
epaa-7254	762	37	account	account	NOUN
epaa-7254	762	38	the	the	DET
epaa-7254	762	39	receipt	receipt	NOUN
epaa-7254	762	40	of	of	ADP
epaa-7254	762	41	the	the	DET
epaa-7254	762	42	multiple	multiple	ADJ
epaa-7254	762	43	noyce	noyce	PROPN
epaa-7254	762	44	grants	grant	NOUN
epaa-7254	762	45	.	.	PUNCT
epaa-7254	763	1	we	we	PRON
epaa-7254	763	2	acknowledge	acknowledge	VERB
epaa-7254	763	3	that	that	SCONJ
epaa-7254	763	4	studies	study	NOUN
epaa-7254	763	5	with	with	ADP
epaa-7254	763	6	administrative	administrative	ADJ
epaa-7254	763	7	data	datum	NOUN
epaa-7254	763	8	are	be	AUX
epaa-7254	763	9	less	less	ADV
epaa-7254	763	10	reliable	reliable	ADJ
epaa-7254	763	11	than	than	ADP
epaa-7254	763	12	randomcontrolled	randomcontrolle	VERB
epaa-7254	763	13	trials	trial	NOUN
epaa-7254	763	14	for	for	ADP
epaa-7254	763	15	removing	remove	VERB
epaa-7254	763	16	unobserved	unobserved	ADJ
epaa-7254	763	17	causal	causal	ADJ
epaa-7254	763	18	factors	factor	NOUN
epaa-7254	763	19	.	.	PUNCT
epaa-7254	764	1	however	however	ADV
epaa-7254	764	2	,	,	PUNCT
epaa-7254	764	3	when	when	SCONJ
epaa-7254	764	4	random	random	ADJ
epaa-7254	764	5	-	-	PUNCT
epaa-7254	764	6	controlled	control	VERB
epaa-7254	764	7	trials	trial	NOUN
epaa-7254	764	8	have	have	AUX
epaa-7254	764	9	been	be	AUX
epaa-7254	764	10	conducted	conduct	VERB
epaa-7254	764	11	in	in	ADP
epaa-7254	764	12	similar	similar	ADJ
epaa-7254	764	13	circumstances	circumstance	NOUN
epaa-7254	764	14	to	to	ADP
epaa-7254	764	15	ours	ours	PRON
epaa-7254	764	16	(	(	PUNCT
epaa-7254	764	17	kane	kane	PROPN
epaa-7254	764	18	&	&	CCONJ
epaa-7254	764	19	staiger	staiger	PROPN
epaa-7254	764	20	,	,	PUNCT
epaa-7254	764	21	2008	2008	NUM
epaa-7254	764	22	;	;	PUNCT
epaa-7254	764	23	turner	turner	PROPN
epaa-7254	764	24	et	et	PROPN
epaa-7254	764	25	al	al	PROPN
epaa-7254	764	26	.	.	PROPN
epaa-7254	764	27	,	,	PUNCT
epaa-7254	764	28	2012	2012	NUM
epaa-7254	764	29	)	)	PUNCT
epaa-7254	764	30	the	the	DET
epaa-7254	764	31	randomization	randomization	NOUN
epaa-7254	764	32	has	have	AUX
epaa-7254	764	33	been	be	AUX
epaa-7254	764	34	done	do	VERB
epaa-7254	764	35	by	by	ADP
epaa-7254	764	36	assigning	assign	VERB
epaa-7254	764	37	students	student	NOUN
epaa-7254	764	38	to	to	ADP
epaa-7254	764	39	classrooms	classroom	NOUN
epaa-7254	764	40	within	within	ADP
epaa-7254	764	41	a	a	DET
epaa-7254	764	42	school	school	NOUN
epaa-7254	764	43	.	.	PUNCT
epaa-7254	765	1	our	our	PRON
epaa-7254	765	2	descriptive	descriptive	ADJ
epaa-7254	765	3	data	datum	NOUN
epaa-7254	765	4	provide	provide	VERB
epaa-7254	765	5	no	no	DET
epaa-7254	765	6	suggestion	suggestion	NOUN
epaa-7254	765	7	that	that	SCONJ
epaa-7254	765	8	students	student	NOUN
epaa-7254	765	9	were	be	AUX
epaa-7254	765	10	not	not	PART
epaa-7254	765	11	assigned	assign	VERB
epaa-7254	765	12	randomly	randomly	ADV
epaa-7254	765	13	within	within	ADP
epaa-7254	765	14	schools	school	NOUN
epaa-7254	765	15	,	,	PUNCT
epaa-7254	765	16	but	but	CCONJ
epaa-7254	765	17	abundant	abundant	ADJ
epaa-7254	765	18	evidence	evidence	NOUN
epaa-7254	765	19	that	that	SCONJ
epaa-7254	765	20	teachers	teacher	NOUN
epaa-7254	765	21	were	be	AUX
epaa-7254	765	22	not	not	PART
epaa-7254	765	23	assigned	assign	VERB
epaa-7254	765	24	randomly	randomly	ADV
epaa-7254	765	25	to	to	ADP
epaa-7254	765	26	schools	school	NOUN
epaa-7254	765	27	.	.	PUNCT
epaa-7254	766	1	therefore	therefore	ADV
epaa-7254	766	2	,	,	PUNCT
epaa-7254	766	3	the	the	DET
epaa-7254	766	4	randomized	randomized	ADJ
epaa-7254	766	5	experiment	experiment	NOUN
epaa-7254	766	6	one	one	PRON
epaa-7254	766	7	would	would	AUX
epaa-7254	766	8	really	really	ADV
epaa-7254	766	9	need	need	VERB
epaa-7254	766	10	to	to	PART
epaa-7254	766	11	do	do	VERB
epaa-7254	766	12	would	would	AUX
epaa-7254	766	13	be	be	AUX
epaa-7254	766	14	to	to	PART
epaa-7254	766	15	randomly	randomly	VERB
epaa-7254	766	16	assign	assign	VERB
epaa-7254	766	17	teachers	teacher	NOUN
epaa-7254	766	18	to	to	ADP
epaa-7254	766	19	schools	school	NOUN
epaa-7254	766	20	.	.	PUNCT
epaa-7254	767	1	such	such	DET
epaa-7254	767	2	an	an	DET
epaa-7254	767	3	experiment	experiment	NOUN
epaa-7254	767	4	has	have	AUX
epaa-7254	767	5	not	not	PART
epaa-7254	767	6	been	be	AUX
epaa-7254	767	7	done	do	VERB
epaa-7254	767	8	and	and	CCONJ
epaa-7254	767	9	would	would	AUX
epaa-7254	767	10	probably	probably	ADV
epaa-7254	767	11	be	be	AUX
epaa-7254	767	12	impossible	impossible	ADJ
epaa-7254	767	13	.	.	PUNCT
epaa-7254	768	1	implications	implication	NOUN
epaa-7254	768	2	the	the	DET
epaa-7254	768	3	theory	theory	NOUN
epaa-7254	768	4	of	of	ADP
epaa-7254	768	5	action	action	NOUN
epaa-7254	768	6	(	(	PUNCT
epaa-7254	768	7	figure	figure	NOUN
epaa-7254	768	8	1	1	NUM
epaa-7254	768	9	)	)	PUNCT
epaa-7254	768	10	behind	behind	ADP
epaa-7254	768	11	the	the	DET
epaa-7254	768	12	noyce	noyce	PROPN
epaa-7254	768	13	program	program	PROPN
epaa-7254	768	14	is	be	AUX
epaa-7254	768	15	that	that	SCONJ
epaa-7254	768	16	scholarships	scholarship	NOUN
epaa-7254	768	17	can	can	AUX
epaa-7254	768	18	motivate	motivate	VERB
epaa-7254	768	19	strong	strong	ADJ
epaa-7254	768	20	stem	stem	NOUN
epaa-7254	768	21	majors	major	NOUN
epaa-7254	768	22	to	to	PART
epaa-7254	768	23	become	become	VERB
epaa-7254	768	24	teachers	teacher	NOUN
epaa-7254	768	25	,	,	PUNCT
epaa-7254	768	26	that	that	SCONJ
epaa-7254	768	27	financial	financial	ADJ
epaa-7254	768	28	penalties	penalty	NOUN
epaa-7254	768	29	will	will	AUX
epaa-7254	768	30	motivate	motivate	VERB
epaa-7254	768	31	them	they	PRON
epaa-7254	768	32	to	to	PART
epaa-7254	768	33	teach	teach	VERB
epaa-7254	768	34	lowincome	lowincome	NOUN
epaa-7254	768	35	and	and	CCONJ
epaa-7254	768	36	other	other	ADJ
epaa-7254	768	37	marginalized	marginalize	VERB
epaa-7254	768	38	groups	group	NOUN
epaa-7254	768	39	of	of	ADP
epaa-7254	768	40	students	student	NOUN
epaa-7254	768	41	,	,	PUNCT
epaa-7254	768	42	and	and	CCONJ
epaa-7254	768	43	that	that	SCONJ
epaa-7254	768	44	k-12	k-12	PROPN
epaa-7254	768	45	students	student	NOUN
epaa-7254	768	46	will	will	AUX
epaa-7254	768	47	learn	learn	VERB
epaa-7254	768	48	more	more	ADJ
epaa-7254	768	49	as	as	ADP
epaa-7254	768	50	a	a	DET
epaa-7254	768	51	result	result	NOUN
epaa-7254	768	52	than	than	SCONJ
epaa-7254	768	53	they	they	PRON
epaa-7254	768	54	would	would	AUX
epaa-7254	768	55	with	with	ADP
epaa-7254	768	56	other	other	ADJ
epaa-7254	768	57	teachers	teacher	NOUN
epaa-7254	768	58	.	.	PUNCT
epaa-7254	769	1	liou	liou	PROPN
epaa-7254	769	2	,	,	PUNCT
epaa-7254	769	3	kirchhoff	kirchhoff	PROPN
epaa-7254	769	4	,	,	PUNCT
epaa-7254	769	5	et	et	PROPN
epaa-7254	769	6	al	al	PROPN
epaa-7254	769	7	.	.	PUNCT
epaa-7254	770	1	(	(	PUNCT
epaa-7254	770	2	2010	2010	NUM
epaa-7254	770	3	)	)	PUNCT
epaa-7254	770	4	established	establish	VERB
epaa-7254	770	5	that	that	SCONJ
epaa-7254	770	6	the	the	DET
epaa-7254	770	7	noyce	noyce	PROPN
epaa-7254	770	8	scholarships	scholarship	NOUN
epaa-7254	770	9	are	be	AUX
epaa-7254	770	10	of	of	ADP
epaa-7254	770	11	limited	limited	ADJ
epaa-7254	770	12	effectiveness	effectiveness	NOUN
epaa-7254	770	13	in	in	ADP
epaa-7254	770	14	persuading	persuade	VERB
epaa-7254	770	15	students	student	NOUN
epaa-7254	770	16	to	to	PART
epaa-7254	770	17	teach	teach	VERB
epaa-7254	770	18	.	.	PUNCT
epaa-7254	771	1	around	around	ADP
epaa-7254	771	2	half	half	DET
epaa-7254	771	3	the	the	DET
epaa-7254	771	4	noyce	noyce	PROPN
epaa-7254	771	5	scholars	scholar	NOUN
epaa-7254	771	6	in	in	ADP
epaa-7254	771	7	their	their	PRON
epaa-7254	771	8	survey	survey	NOUN
epaa-7254	771	9	said	say	VERB
epaa-7254	771	10	the	the	DET
epaa-7254	771	11	scholarships	scholarship	NOUN
epaa-7254	771	12	were	be	AUX
epaa-7254	771	13	not	not	PART
epaa-7254	771	14	very	very	ADV
epaa-7254	771	15	influential	influential	ADJ
epaa-7254	771	16	in	in	ADP
epaa-7254	771	17	their	their	PRON
epaa-7254	771	18	decision	decision	NOUN
epaa-7254	771	19	to	to	PART
epaa-7254	771	20	become	become	VERB
epaa-7254	771	21	a	a	DET
epaa-7254	771	22	teacher	teacher	NOUN
epaa-7254	771	23	or	or	CCONJ
epaa-7254	771	24	complete	complete	ADJ
epaa-7254	771	25	teaching	teaching	NOUN
epaa-7254	771	26	certification	certification	NOUN
epaa-7254	771	27	.	.	PUNCT
epaa-7254	772	1	however	however	ADV
epaa-7254	772	2	,	,	PUNCT
epaa-7254	772	3	there	there	PRON
epaa-7254	772	4	were	be	VERB
epaa-7254	772	5	hints	hint	NOUN
epaa-7254	772	6	that	that	SCONJ
epaa-7254	772	7	the	the	DET
epaa-7254	772	8	scholarships	scholarship	NOUN
epaa-7254	772	9	could	could	AUX
epaa-7254	772	10	affect	affect	VERB
epaa-7254	772	11	where	where	SCONJ
epaa-7254	772	12	they	they	PRON
epaa-7254	772	13	taught	teach	VERB
epaa-7254	772	14	.	.	PUNCT
epaa-7254	773	1	nearly	nearly	ADV
epaa-7254	773	2	three	three	NUM
epaa-7254	773	3	quarters	quarter	NOUN
epaa-7254	773	4	said	say	VERB
epaa-7254	773	5	the	the	DET
epaa-7254	773	6	scholarships	scholarship	NOUN
epaa-7254	773	7	influenced	influence	VERB
epaa-7254	773	8	them	they	PRON
epaa-7254	773	9	to	to	PART
epaa-7254	773	10	teach	teach	VERB
epaa-7254	773	11	in	in	ADP
epaa-7254	773	12	a	a	DET
epaa-7254	773	13	high	high	ADJ
epaa-7254	773	14	-	-	PUNCT
epaa-7254	773	15	need	need	NOUN
epaa-7254	773	16	school	school	NOUN
epaa-7254	773	17	and	and	CCONJ
epaa-7254	773	18	to	to	PART
epaa-7254	773	19	stay	stay	VERB
epaa-7254	773	20	for	for	ADP
epaa-7254	773	21	the	the	DET
epaa-7254	773	22	term	term	NOUN
epaa-7254	773	23	of	of	ADP
epaa-7254	773	24	the	the	DET
epaa-7254	773	25	commitment	commitment	NOUN
epaa-7254	773	26	,	,	PUNCT
epaa-7254	773	27	but	but	CCONJ
epaa-7254	773	28	only	only	ADV
epaa-7254	773	29	half	half	NOUN
epaa-7254	773	30	said	say	VERB
epaa-7254	773	31	the	the	DET
epaa-7254	773	32	scholarship	scholarship	NOUN
epaa-7254	773	33	would	would	AUX
epaa-7254	773	34	influence	influence	VERB
epaa-7254	773	35	them	they	PRON
epaa-7254	773	36	to	to	PART
epaa-7254	773	37	stay	stay	VERB
epaa-7254	773	38	in	in	ADP
epaa-7254	773	39	a	a	DET
epaa-7254	773	40	high	high	ADJ
epaa-7254	773	41	-	-	PUNCT
epaa-7254	773	42	need	need	NOUN
epaa-7254	773	43	school	school	NOUN
epaa-7254	773	44	past	past	ADP
epaa-7254	773	45	the	the	DET
epaa-7254	773	46	term	term	NOUN
epaa-7254	773	47	of	of	ADP
epaa-7254	773	48	the	the	DET
epaa-7254	773	49	commitment	commitment	NOUN
epaa-7254	773	50	.	.	PUNCT
epaa-7254	774	1	since	since	SCONJ
epaa-7254	774	2	these	these	DET
epaa-7254	774	3	results	result	NOUN
epaa-7254	774	4	were	be	AUX
epaa-7254	774	5	based	base	VERB
epaa-7254	774	6	on	on	ADP
epaa-7254	774	7	student	student	NOUN
epaa-7254	774	8	intentions	intention	NOUN
epaa-7254	774	9	rather	rather	ADV
epaa-7254	774	10	than	than	ADP
epaa-7254	774	11	actions	action	NOUN
epaa-7254	774	12	they	they	PRON
epaa-7254	774	13	deserved	deserve	VERB
epaa-7254	774	14	to	to	PART
epaa-7254	774	15	be	be	AUX
epaa-7254	774	16	followed	follow	VERB
epaa-7254	774	17	up	up	ADP
epaa-7254	774	18	,	,	PUNCT
epaa-7254	774	19	which	which	PRON
epaa-7254	774	20	was	be	AUX
epaa-7254	774	21	the	the	DET
epaa-7254	774	22	aim	aim	NOUN
epaa-7254	774	23	of	of	ADP
epaa-7254	774	24	this	this	DET
epaa-7254	774	25	study	study	NOUN
epaa-7254	774	26	.	.	PUNCT
epaa-7254	775	1	we	we	PRON
epaa-7254	775	2	find	find	VERB
epaa-7254	775	3	that	that	SCONJ
epaa-7254	775	4	noyce	noyce	PROPN
epaa-7254	775	5	scholars	scholars	PROPN
epaa-7254	775	6	in	in	ADP
epaa-7254	775	7	texas	texas	PROPN
epaa-7254	775	8	do	do	AUX
epaa-7254	775	9	indeed	indeed	ADV
epaa-7254	775	10	work	work	VERB
epaa-7254	775	11	in	in	ADP
epaa-7254	775	12	schools	school	NOUN
epaa-7254	775	13	with	with	ADP
epaa-7254	775	14	a	a	DET
epaa-7254	775	15	high	high	ADJ
epaa-7254	775	16	percentage	percentage	NOUN
epaa-7254	775	17	of	of	ADP
epaa-7254	775	18	marginalized	marginalize	VERB
epaa-7254	775	19	students	student	NOUN
epaa-7254	775	20	.	.	PUNCT
epaa-7254	776	1	the	the	DET
epaa-7254	776	2	noyce	noyce	PROPN
epaa-7254	776	3	scholars	scholar	NOUN
epaa-7254	776	4	are	be	AUX
epaa-7254	776	5	more	more	ADV
epaa-7254	776	6	likely	likely	ADJ
epaa-7254	776	7	than	than	ADP
epaa-7254	776	8	other	other	ADJ
epaa-7254	776	9	graduates	graduate	NOUN
epaa-7254	776	10	from	from	ADP
epaa-7254	776	11	their	their	PRON
epaa-7254	776	12	universities	university	NOUN
epaa-7254	776	13	to	to	PART
epaa-7254	776	14	have	have	VERB
epaa-7254	776	15	low	low	ADJ
epaa-7254	776	16	-	-	PUNCT
epaa-7254	776	17	income	income	NOUN
epaa-7254	776	18	,	,	PUNCT
epaa-7254	776	19	black	black	ADJ
epaa-7254	776	20	,	,	PUNCT
epaa-7254	776	21	and	and	CCONJ
epaa-7254	776	22	hispanic	hispanic	ADJ
epaa-7254	776	23	students	student	NOUN
epaa-7254	776	24	in	in	ADP
epaa-7254	776	25	their	their	PRON
epaa-7254	776	26	classrooms	classroom	NOUN
epaa-7254	776	27	,	,	PUNCT
epaa-7254	776	28	but	but	CCONJ
epaa-7254	776	29	no	no	PRON
epaa-7254	776	30	more	more	ADJ
epaa-7254	776	31	or	or	CCONJ
epaa-7254	776	32	noyce	noyce	ADJ
epaa-7254	776	33	outcomes	outcome	NOUN
epaa-7254	776	34	in	in	ADP
epaa-7254	776	35	texas	texas	PROPN
epaa-7254	776	36	27	27	NUM
epaa-7254	776	37	less	less	ADV
epaa-7254	776	38	likely	likely	ADJ
epaa-7254	776	39	than	than	ADP
epaa-7254	776	40	other	other	ADJ
epaa-7254	776	41	teachers	teacher	NOUN
epaa-7254	776	42	in	in	ADP
epaa-7254	776	43	the	the	DET
epaa-7254	776	44	school	school	NOUN
epaa-7254	776	45	where	where	SCONJ
epaa-7254	776	46	they	they	PRON
epaa-7254	776	47	teach	teach	VERB
epaa-7254	776	48	.	.	PUNCT
epaa-7254	777	1	thus	thus	ADV
epaa-7254	777	2	,	,	PUNCT
epaa-7254	777	3	the	the	DET
epaa-7254	777	4	noyce	noyce	PROPN
epaa-7254	777	5	scholars	scholar	NOUN
epaa-7254	777	6	are	be	AUX
epaa-7254	777	7	preferentially	preferentially	ADV
epaa-7254	777	8	seeking	seek	VERB
epaa-7254	777	9	schools	school	NOUN
epaa-7254	777	10	with	with	ADP
epaa-7254	777	11	marginalized	marginalize	VERB
epaa-7254	777	12	populations	population	NOUN
epaa-7254	777	13	,	,	PUNCT
epaa-7254	777	14	and	and	CCONJ
epaa-7254	777	15	at	at	ADP
epaa-7254	777	16	those	those	DET
epaa-7254	777	17	schools	school	NOUN
epaa-7254	777	18	they	they	PRON
epaa-7254	777	19	are	be	AUX
epaa-7254	777	20	teaching	teach	VERB
epaa-7254	777	21	representative	representative	ADJ
epaa-7254	777	22	populations	population	NOUN
epaa-7254	777	23	of	of	ADP
epaa-7254	777	24	students	student	NOUN
epaa-7254	777	25	.	.	PUNCT
epaa-7254	778	1	this	this	DET
epaa-7254	778	2	result	result	NOUN
epaa-7254	778	3	should	should	AUX
epaa-7254	778	4	not	not	PART
epaa-7254	778	5	be	be	AUX
epaa-7254	778	6	taken	take	VERB
epaa-7254	778	7	for	for	ADP
epaa-7254	778	8	granted	grant	VERB
epaa-7254	778	9	.	.	PUNCT
epaa-7254	779	1	the	the	DET
epaa-7254	779	2	noyce	noyce	PROPN
epaa-7254	779	3	grants	grant	NOUN
epaa-7254	779	4	require	require	VERB
epaa-7254	779	5	recipients	recipient	NOUN
epaa-7254	779	6	to	to	PART
epaa-7254	779	7	teach	teach	VERB
epaa-7254	779	8	in	in	ADP
epaa-7254	779	9	high	high	ADJ
epaa-7254	779	10	-	-	PUNCT
epaa-7254	779	11	need	need	NOUN
epaa-7254	779	12	leas	leas	NOUN
epaa-7254	779	13	rather	rather	ADV
epaa-7254	779	14	than	than	ADP
epaa-7254	779	15	in	in	ADP
epaa-7254	779	16	high	high	ADJ
epaa-7254	779	17	-	-	PUNCT
epaa-7254	779	18	need	need	NOUN
epaa-7254	779	19	schools	school	NOUN
epaa-7254	779	20	.	.	PUNCT
epaa-7254	780	1	thus	thus	ADV
epaa-7254	780	2	,	,	PUNCT
epaa-7254	780	3	noyce	noyce	PROPN
epaa-7254	780	4	scholars	scholar	NOUN
epaa-7254	780	5	would	would	AUX
epaa-7254	780	6	be	be	AUX
epaa-7254	780	7	able	able	ADJ
epaa-7254	780	8	to	to	PART
epaa-7254	780	9	evade	evade	VERB
epaa-7254	780	10	the	the	DET
epaa-7254	780	11	spirit	spirit	NOUN
epaa-7254	780	12	of	of	ADP
epaa-7254	780	13	the	the	DET
epaa-7254	780	14	noyce	noyce	PROPN
epaa-7254	780	15	requirements	requirement	NOUN
epaa-7254	780	16	by	by	ADP
epaa-7254	780	17	seeking	seek	VERB
epaa-7254	780	18	out	out	ADP
epaa-7254	780	19	mostly	mostly	ADV
epaa-7254	780	20	nonhigh	nonhigh	ADJ
epaa-7254	780	21	-	-	PUNCT
epaa-7254	780	22	need	need	NOUN
epaa-7254	780	23	schools	school	NOUN
epaa-7254	780	24	in	in	ADP
epaa-7254	780	25	mostly	mostly	ADV
epaa-7254	780	26	high	high	ADJ
epaa-7254	780	27	-	-	PUNCT
epaa-7254	780	28	need	need	NOUN
epaa-7254	780	29	districts	district	NOUN
epaa-7254	780	30	.	.	PUNCT
epaa-7254	781	1	on	on	ADP
epaa-7254	781	2	average	average	ADJ
epaa-7254	781	3	,	,	PUNCT
epaa-7254	781	4	however	however	ADV
epaa-7254	781	5	,	,	PUNCT
epaa-7254	781	6	the	the	DET
epaa-7254	781	7	recipients	recipient	NOUN
epaa-7254	781	8	do	do	AUX
epaa-7254	781	9	not	not	PART
epaa-7254	781	10	and	and	CCONJ
epaa-7254	781	11	were	be	AUX
epaa-7254	781	12	found	find	VERB
epaa-7254	781	13	to	to	PART
epaa-7254	781	14	be	be	AUX
epaa-7254	781	15	teaching	teach	VERB
epaa-7254	781	16	a	a	DET
epaa-7254	781	17	large	large	ADJ
epaa-7254	781	18	fraction	fraction	NOUN
epaa-7254	781	19	of	of	ADP
epaa-7254	781	20	low	low	ADJ
epaa-7254	781	21	-	-	PUNCT
epaa-7254	781	22	income	income	NOUN
epaa-7254	781	23	students	student	NOUN
epaa-7254	781	24	.	.	PUNCT
epaa-7254	782	1	our	our	PRON
epaa-7254	782	2	evidence	evidence	NOUN
epaa-7254	782	3	on	on	ADP
epaa-7254	782	4	student	student	NOUN
epaa-7254	782	5	learning	learning	NOUN
epaa-7254	782	6	in	in	ADP
epaa-7254	782	7	the	the	DET
epaa-7254	782	8	classrooms	classroom	NOUN
epaa-7254	782	9	of	of	ADP
epaa-7254	782	10	noyce	noyce	PROPN
epaa-7254	782	11	scholars	scholars	PROPN
epaa-7254	782	12	is	be	AUX
epaa-7254	782	13	mixed	mixed	ADJ
epaa-7254	782	14	.	.	PUNCT
epaa-7254	783	1	in	in	ADP
epaa-7254	783	2	mathematics	mathematics	PROPN
epaa-7254	783	3	(	(	PUNCT
epaa-7254	783	4	algebra	algebra	NOUN
epaa-7254	783	5	i	i	PRON
epaa-7254	783	6	)	)	PUNCT
epaa-7254	783	7	we	we	PRON
epaa-7254	783	8	have	have	VERB
epaa-7254	783	9	robust	robust	ADJ
epaa-7254	783	10	evidence	evidence	NOUN
epaa-7254	783	11	that	that	SCONJ
epaa-7254	783	12	the	the	DET
epaa-7254	783	13	students	student	NOUN
epaa-7254	783	14	of	of	ADP
epaa-7254	783	15	noyce	noyce	PROPN
epaa-7254	783	16	scholars	scholar	NOUN
epaa-7254	783	17	learn	learn	VERB
epaa-7254	783	18	more	more	ADJ
epaa-7254	783	19	than	than	SCONJ
epaa-7254	783	20	they	they	PRON
epaa-7254	783	21	do	do	VERB
epaa-7254	783	22	from	from	ADP
epaa-7254	783	23	other	other	ADJ
epaa-7254	783	24	teachers	teacher	NOUN
epaa-7254	783	25	in	in	ADP
epaa-7254	783	26	the	the	DET
epaa-7254	783	27	same	same	ADJ
epaa-7254	783	28	school	school	NOUN
epaa-7254	783	29	after	after	ADP
epaa-7254	783	30	controlling	control	VERB
epaa-7254	783	31	for	for	ADP
epaa-7254	783	32	a	a	DET
epaa-7254	783	33	wide	wide	ADJ
epaa-7254	783	34	array	array	NOUN
epaa-7254	783	35	of	of	ADP
epaa-7254	783	36	factors	factor	NOUN
epaa-7254	783	37	in	in	ADP
epaa-7254	783	38	many	many	ADJ
epaa-7254	783	39	different	different	ADJ
epaa-7254	783	40	models	model	NOUN
epaa-7254	783	41	.	.	PUNCT
epaa-7254	784	1	when	when	SCONJ
epaa-7254	784	2	we	we	PRON
epaa-7254	784	3	compare	compare	VERB
epaa-7254	784	4	the	the	DET
epaa-7254	784	5	noyce	noyce	PROPN
epaa-7254	784	6	scholars	scholar	NOUN
epaa-7254	784	7	with	with	ADP
epaa-7254	784	8	other	other	ADJ
epaa-7254	784	9	teachers	teacher	NOUN
epaa-7254	784	10	coming	come	VERB
epaa-7254	784	11	from	from	ADP
epaa-7254	784	12	the	the	DET
epaa-7254	784	13	same	same	ADJ
epaa-7254	784	14	universities	university	NOUN
epaa-7254	784	15	,	,	PUNCT
epaa-7254	784	16	some	some	DET
epaa-7254	784	17	models	model	NOUN
epaa-7254	784	18	say	say	VERB
epaa-7254	784	19	their	their	PRON
epaa-7254	784	20	students	student	NOUN
epaa-7254	784	21	do	do	VERB
epaa-7254	784	22	better	well	ADV
epaa-7254	784	23	,	,	PUNCT
epaa-7254	784	24	while	while	SCONJ
epaa-7254	784	25	other	other	ADJ
epaa-7254	784	26	models	model	NOUN
epaa-7254	784	27	find	find	VERB
epaa-7254	784	28	no	no	DET
epaa-7254	784	29	difference	difference	NOUN
epaa-7254	784	30	.	.	PUNCT
epaa-7254	785	1	in	in	ADP
epaa-7254	785	2	biology	biology	NOUN
epaa-7254	785	3	,	,	PUNCT
epaa-7254	785	4	the	the	DET
epaa-7254	785	5	value	value	NOUN
epaa-7254	785	6	-	-	PUNCT
epaa-7254	785	7	added	add	VERB
epaa-7254	785	8	methods	method	NOUN
epaa-7254	785	9	find	find	VERB
epaa-7254	785	10	no	no	DET
epaa-7254	785	11	difference	difference	NOUN
epaa-7254	785	12	between	between	ADP
epaa-7254	785	13	student	student	NOUN
epaa-7254	785	14	learning	learning	NOUN
epaa-7254	785	15	in	in	ADP
epaa-7254	785	16	classrooms	classroom	NOUN
epaa-7254	785	17	of	of	ADP
epaa-7254	785	18	noyce	noyce	PROPN
epaa-7254	785	19	scholars	scholars	PROPN
epaa-7254	785	20	and	and	CCONJ
epaa-7254	785	21	classrooms	classroom	NOUN
epaa-7254	785	22	of	of	ADP
epaa-7254	785	23	other	other	ADJ
epaa-7254	785	24	teachers	teacher	NOUN
epaa-7254	785	25	.	.	PUNCT
epaa-7254	786	1	typically	typically	ADV
epaa-7254	786	2	,	,	PUNCT
epaa-7254	786	3	noyce	noyce	PROPN
epaa-7254	786	4	scholars	scholar	NOUN
epaa-7254	786	5	are	be	AUX
epaa-7254	786	6	selected	select	VERB
epaa-7254	786	7	for	for	ADP
epaa-7254	786	8	being	be	AUX
epaa-7254	786	9	strong	strong	ADJ
epaa-7254	786	10	students	student	NOUN
epaa-7254	786	11	within	within	ADP
epaa-7254	786	12	their	their	PRON
epaa-7254	786	13	programs	program	NOUN
epaa-7254	786	14	,	,	PUNCT
epaa-7254	786	15	and	and	CCONJ
epaa-7254	786	16	are	be	AUX
epaa-7254	786	17	chosen	choose	VERB
epaa-7254	786	18	to	to	PART
epaa-7254	786	19	motivate	motivate	VERB
epaa-7254	786	20	them	they	PRON
epaa-7254	786	21	through	through	ADP
epaa-7254	786	22	scholarship	scholarship	NOUN
epaa-7254	786	23	funds	fund	NOUN
epaa-7254	786	24	to	to	PART
epaa-7254	786	25	teach	teach	VERB
epaa-7254	786	26	in	in	ADP
epaa-7254	786	27	low	low	ADJ
epaa-7254	786	28	-	-	PUNCT
epaa-7254	786	29	income	income	NOUN
epaa-7254	786	30	schools	school	NOUN
epaa-7254	786	31	.	.	PUNCT
epaa-7254	787	1	it	it	PRON
epaa-7254	787	2	is	be	AUX
epaa-7254	787	3	not	not	PART
epaa-7254	787	4	clear	clear	ADJ
epaa-7254	787	5	that	that	SCONJ
epaa-7254	787	6	noyce	noyce	PROPN
epaa-7254	787	7	scholarships	scholarship	NOUN
epaa-7254	787	8	are	be	AUX
epaa-7254	787	9	in	in	ADP
epaa-7254	787	10	fact	fact	NOUN
epaa-7254	787	11	going	go	VERB
epaa-7254	787	12	to	to	ADP
epaa-7254	787	13	the	the	DET
epaa-7254	787	14	future	future	ADJ
epaa-7254	787	15	teachers	teacher	NOUN
epaa-7254	787	16	who	who	PRON
epaa-7254	787	17	will	will	AUX
epaa-7254	787	18	ultimately	ultimately	ADV
epaa-7254	787	19	have	have	VERB
epaa-7254	787	20	the	the	DET
epaa-7254	787	21	best	good	ADJ
epaa-7254	787	22	records	record	NOUN
epaa-7254	787	23	.	.	PUNCT
epaa-7254	788	1	if	if	SCONJ
epaa-7254	788	2	conventional	conventional	ADJ
epaa-7254	788	3	ways	way	NOUN
epaa-7254	788	4	of	of	ADP
epaa-7254	788	5	defining	define	VERB
epaa-7254	788	6	top	top	ADJ
epaa-7254	788	7	students	student	NOUN
epaa-7254	788	8	,	,	PUNCT
epaa-7254	788	9	such	such	ADJ
epaa-7254	788	10	as	as	ADP
epaa-7254	788	11	gpa	gpa	PROPN
epaa-7254	788	12	,	,	PUNCT
epaa-7254	788	13	were	be	AUX
epaa-7254	788	14	strong	strong	ADJ
epaa-7254	788	15	predictors	predictor	NOUN
epaa-7254	788	16	of	of	ADP
epaa-7254	788	17	great	great	ADJ
epaa-7254	788	18	teaching	teaching	NOUN
epaa-7254	788	19	,	,	PUNCT
epaa-7254	788	20	then	then	ADV
epaa-7254	788	21	gpa	gpa	PROPN
epaa-7254	788	22	should	should	AUX
epaa-7254	788	23	be	be	AUX
epaa-7254	788	24	an	an	DET
epaa-7254	788	25	important	important	ADJ
epaa-7254	788	26	factor	factor	NOUN
epaa-7254	788	27	in	in	ADP
epaa-7254	788	28	table	table	NOUN
epaa-7254	788	29	10	10	NUM
epaa-7254	788	30	,	,	PUNCT
epaa-7254	788	31	where	where	SCONJ
epaa-7254	788	32	the	the	DET
epaa-7254	788	33	teaching	teaching	NOUN
epaa-7254	788	34	accomplishments	accomplishment	NOUN
epaa-7254	788	35	of	of	ADP
epaa-7254	788	36	noyce	noyce	PROPN
epaa-7254	788	37	scholars	scholar	NOUN
epaa-7254	788	38	are	be	AUX
epaa-7254	788	39	compared	compare	VERB
epaa-7254	788	40	with	with	ADP
epaa-7254	788	41	those	those	PRON
epaa-7254	788	42	of	of	ADP
epaa-7254	788	43	others	other	NOUN
epaa-7254	788	44	who	who	PRON
epaa-7254	788	45	graduated	graduate	VERB
epaa-7254	788	46	from	from	ADP
epaa-7254	788	47	the	the	DET
epaa-7254	788	48	same	same	ADJ
epaa-7254	788	49	university	university	NOUN
epaa-7254	788	50	programs	program	NOUN
epaa-7254	788	51	.	.	PUNCT
epaa-7254	789	1	but	but	CCONJ
epaa-7254	789	2	gpa	gpa	PROPN
epaa-7254	789	3	has	have	VERB
epaa-7254	789	4	no	no	DET
epaa-7254	789	5	significance	significance	NOUN
epaa-7254	789	6	.	.	PUNCT
epaa-7254	790	1	it	it	PRON
epaa-7254	790	2	is	be	AUX
epaa-7254	790	3	true	true	ADJ
epaa-7254	790	4	the	the	DET
epaa-7254	790	5	sample	sample	NOUN
epaa-7254	790	6	size	size	NOUN
epaa-7254	790	7	is	be	AUX
epaa-7254	790	8	small	small	ADJ
epaa-7254	790	9	,	,	PUNCT
epaa-7254	790	10	but	but	CCONJ
epaa-7254	790	11	this	this	PRON
epaa-7254	790	12	did	do	AUX
epaa-7254	790	13	not	not	PART
epaa-7254	790	14	prevent	prevent	VERB
epaa-7254	790	15	gpa	gpa	PROPN
epaa-7254	790	16	from	from	ADP
epaa-7254	790	17	being	be	AUX
epaa-7254	790	18	significant	significant	ADJ
epaa-7254	790	19	in	in	ADP
epaa-7254	790	20	table	table	NOUN
epaa-7254	790	21	9	9	NUM
epaa-7254	790	22	,	,	PUNCT
epaa-7254	790	23	where	where	SCONJ
epaa-7254	790	24	the	the	DET
epaa-7254	790	25	noyce	noyce	PROPN
epaa-7254	790	26	scholars	scholar	NOUN
epaa-7254	790	27	were	be	AUX
epaa-7254	790	28	compared	compare	VERB
epaa-7254	790	29	with	with	ADP
epaa-7254	790	30	other	other	ADJ
epaa-7254	790	31	teachers	teacher	NOUN
epaa-7254	790	32	in	in	ADP
epaa-7254	790	33	the	the	DET
epaa-7254	790	34	same	same	ADJ
epaa-7254	790	35	schools	school	NOUN
epaa-7254	790	36	.	.	PUNCT
epaa-7254	791	1	this	this	PRON
epaa-7254	791	2	could	could	AUX
epaa-7254	791	3	be	be	AUX
epaa-7254	791	4	taken	take	VERB
epaa-7254	791	5	as	as	ADP
epaa-7254	791	6	an	an	DET
epaa-7254	791	7	encouraging	encouraging	ADJ
epaa-7254	791	8	result	result	NOUN
epaa-7254	791	9	,	,	PUNCT
epaa-7254	791	10	for	for	SCONJ
epaa-7254	791	11	if	if	SCONJ
epaa-7254	791	12	noyce	noyce	PROPN
epaa-7254	791	13	scholarships	scholarship	NOUN
epaa-7254	791	14	were	be	AUX
epaa-7254	791	15	given	give	VERB
epaa-7254	791	16	to	to	ADP
epaa-7254	791	17	a	a	DET
epaa-7254	791	18	larger	large	ADJ
epaa-7254	791	19	and	and	CCONJ
epaa-7254	791	20	more	more	ADV
epaa-7254	791	21	diverse	diverse	ADJ
epaa-7254	791	22	set	set	NOUN
epaa-7254	791	23	of	of	ADP
epaa-7254	791	24	applicants	applicant	NOUN
epaa-7254	791	25	,	,	PUNCT
epaa-7254	791	26	there	there	PRON
epaa-7254	791	27	is	be	VERB
epaa-7254	791	28	no	no	DET
epaa-7254	791	29	evidence	evidence	NOUN
epaa-7254	791	30	the	the	DET
epaa-7254	791	31	recipients	recipient	NOUN
epaa-7254	791	32	from	from	ADP
epaa-7254	791	33	the	the	DET
epaa-7254	791	34	larger	large	ADJ
epaa-7254	791	35	pool	pool	NOUN
epaa-7254	791	36	would	would	AUX
epaa-7254	791	37	perform	perform	VERB
epaa-7254	791	38	worse	bad	ADJ
epaa-7254	791	39	than	than	ADP
epaa-7254	791	40	those	those	PRON
epaa-7254	791	41	currently	currently	ADV
epaa-7254	791	42	being	be	AUX
epaa-7254	791	43	chosen	choose	VERB
epaa-7254	791	44	.	.	PUNCT
epaa-7254	792	1	if	if	SCONJ
epaa-7254	792	2	we	we	PRON
epaa-7254	792	3	return	return	VERB
epaa-7254	792	4	to	to	ADP
epaa-7254	792	5	the	the	DET
epaa-7254	792	6	recommendations	recommendation	NOUN
epaa-7254	792	7	of	of	ADP
epaa-7254	792	8	darling	darling	NOUN
epaa-7254	792	9	-	-	PUNCT
epaa-7254	792	10	hammond	hammond	NOUN
epaa-7254	792	11	and	and	CCONJ
epaa-7254	792	12	podolsky	podolsky	NOUN
epaa-7254	792	13	(	(	PUNCT
epaa-7254	792	14	2019	2019	NUM
epaa-7254	792	15	,	,	PUNCT
epaa-7254	792	16	p.	p.	NOUN
epaa-7254	792	17	9	9	NUM
epaa-7254	792	18	)	)	PUNCT
epaa-7254	792	19	for	for	ADP
epaa-7254	792	20	addressing	address	VERB
epaa-7254	792	21	teacher	teacher	NOUN
epaa-7254	792	22	shortages	shortage	NOUN
epaa-7254	792	23	,	,	PUNCT
epaa-7254	792	24	we	we	PRON
epaa-7254	792	25	conclude	conclude	VERB
epaa-7254	792	26	that	that	SCONJ
epaa-7254	792	27	the	the	DET
epaa-7254	792	28	noyce	noyce	PROPN
epaa-7254	792	29	program	program	PROPN
epaa-7254	792	30	is	be	AUX
epaa-7254	792	31	a	a	DET
epaa-7254	792	32	promising	promising	ADJ
epaa-7254	792	33	yet	yet	CCONJ
epaa-7254	792	34	partial	partial	ADJ
epaa-7254	792	35	approach	approach	NOUN
epaa-7254	792	36	.	.	PUNCT
epaa-7254	793	1	it	it	PRON
epaa-7254	793	2	addresses	address	VERB
epaa-7254	793	3	the	the	DET
epaa-7254	793	4	problem	problem	NOUN
epaa-7254	793	5	of	of	ADP
epaa-7254	793	6	teacher	teacher	NOUN
epaa-7254	793	7	production	production	NOUN
epaa-7254	793	8	directly	directly	ADV
epaa-7254	793	9	,	,	PUNCT
epaa-7254	793	10	and	and	CCONJ
epaa-7254	793	11	the	the	DET
epaa-7254	793	12	problem	problem	NOUN
epaa-7254	793	13	of	of	ADP
epaa-7254	793	14	teacher	teacher	NOUN
epaa-7254	793	15	retention	retention	NOUN
epaa-7254	793	16	indirectly	indirectly	ADV
epaa-7254	793	17	.	.	PUNCT
epaa-7254	794	1	the	the	DET
epaa-7254	794	2	financial	financial	ADJ
epaa-7254	794	3	penalties	penalty	NOUN
epaa-7254	794	4	directed	direct	VERB
epaa-7254	794	5	towards	towards	ADP
epaa-7254	794	6	scholarship	scholarship	NOUN
epaa-7254	794	7	recipients	recipient	NOUN
epaa-7254	794	8	do	do	AUX
epaa-7254	794	9	seem	seem	VERB
epaa-7254	794	10	to	to	PART
epaa-7254	794	11	be	be	AUX
epaa-7254	794	12	effective	effective	ADJ
epaa-7254	794	13	in	in	ADP
epaa-7254	794	14	motivating	motivate	VERB
epaa-7254	794	15	noyce	noyce	PROPN
epaa-7254	794	16	scholars	scholars	PROPN
epaa-7254	794	17	to	to	PART
epaa-7254	794	18	teach	teach	VERB
epaa-7254	794	19	marginalized	marginalize	VERB
epaa-7254	794	20	students	student	NOUN
epaa-7254	794	21	,	,	PUNCT
epaa-7254	794	22	but	but	CCONJ
epaa-7254	794	23	ineffective	ineffective	ADJ
epaa-7254	794	24	in	in	ADP
epaa-7254	794	25	motivating	motivate	VERB
epaa-7254	794	26	them	they	PRON
epaa-7254	794	27	to	to	PART
epaa-7254	794	28	remain	remain	VERB
epaa-7254	794	29	for	for	ADP
epaa-7254	794	30	a	a	DET
epaa-7254	794	31	long	long	ADJ
epaa-7254	794	32	time	time	NOUN
epaa-7254	794	33	in	in	ADP
epaa-7254	794	34	teaching	teaching	NOUN
epaa-7254	794	35	,	,	PUNCT
epaa-7254	794	36	or	or	CCONJ
epaa-7254	794	37	–	–	PUNCT
epaa-7254	794	38	if	if	SCONJ
epaa-7254	794	39	they	they	PRON
epaa-7254	794	40	stay	stay	VERB
epaa-7254	794	41	in	in	ADP
epaa-7254	794	42	teaching	teaching	NOUN
epaa-7254	794	43	–	–	PUNCT
epaa-7254	794	44	to	to	PART
epaa-7254	794	45	stay	stay	VERB
epaa-7254	794	46	with	with	ADP
epaa-7254	794	47	low	low	ADJ
epaa-7254	794	48	-	-	PUNCT
epaa-7254	794	49	income	income	NOUN
epaa-7254	794	50	students	student	NOUN
epaa-7254	794	51	.	.	PUNCT
epaa-7254	795	1	we	we	PRON
epaa-7254	795	2	found	find	VERB
epaa-7254	795	3	noyce	noyce	PROPN
epaa-7254	795	4	scholars	scholar	NOUN
epaa-7254	795	5	are	be	AUX
epaa-7254	795	6	more	more	ADV
epaa-7254	795	7	likely	likely	ADJ
epaa-7254	795	8	than	than	ADP
epaa-7254	795	9	other	other	ADJ
epaa-7254	795	10	teachers	teacher	NOUN
epaa-7254	795	11	from	from	ADP
epaa-7254	795	12	their	their	PRON
epaa-7254	795	13	universities	university	NOUN
epaa-7254	795	14	to	to	PART
epaa-7254	795	15	teach	teach	VERB
epaa-7254	795	16	marginalized	marginalize	VERB
epaa-7254	795	17	students	student	NOUN
epaa-7254	795	18	,	,	PUNCT
epaa-7254	795	19	but	but	CCONJ
epaa-7254	795	20	are	be	AUX
epaa-7254	795	21	less	less	ADV
epaa-7254	795	22	likely	likely	ADJ
epaa-7254	795	23	to	to	PART
epaa-7254	795	24	teach	teach	VERB
epaa-7254	795	25	for	for	ADP
epaa-7254	795	26	five	five	NUM
epaa-7254	795	27	years	year	NOUN
epaa-7254	795	28	,	,	PUNCT
epaa-7254	795	29	and	and	CCONJ
epaa-7254	795	30	are	be	AUX
epaa-7254	795	31	more	more	ADV
epaa-7254	795	32	likely	likely	ADJ
epaa-7254	795	33	to	to	PART
epaa-7254	795	34	switch	switch	VERB
epaa-7254	795	35	to	to	ADP
epaa-7254	795	36	non	non	ADJ
epaa-7254	795	37	-	-	ADJ
epaa-7254	795	38	high	high	ADJ
epaa-7254	795	39	-	-	PUNCT
epaa-7254	795	40	need	need	NOUN
epaa-7254	795	41	schools	school	NOUN
epaa-7254	795	42	.	.	PUNCT
epaa-7254	796	1	because	because	SCONJ
epaa-7254	796	2	the	the	DET
epaa-7254	796	3	noyce	noyce	PROPN
epaa-7254	796	4	scholarships	scholarship	NOUN
epaa-7254	796	5	are	be	AUX
epaa-7254	796	6	focused	focus	VERB
epaa-7254	796	7	mainly	mainly	ADV
epaa-7254	796	8	on	on	ADP
epaa-7254	796	9	the	the	DET
epaa-7254	796	10	preservice	preservice	NOUN
epaa-7254	796	11	teachers	teacher	NOUN
epaa-7254	796	12	themselves	themselves	PRON
epaa-7254	796	13	,	,	PUNCT
epaa-7254	796	14	they	they	PRON
epaa-7254	796	15	do	do	AUX
epaa-7254	796	16	not	not	PART
epaa-7254	796	17	fully	fully	ADV
epaa-7254	796	18	leverage	leverage	VERB
epaa-7254	796	19	the	the	DET
epaa-7254	796	20	capabilities	capability	NOUN
epaa-7254	796	21	of	of	ADP
epaa-7254	796	22	universities	university	NOUN
epaa-7254	796	23	to	to	PART
epaa-7254	796	24	support	support	VERB
epaa-7254	796	25	teacher	teacher	NOUN
epaa-7254	796	26	retention	retention	NOUN
epaa-7254	796	27	in	in	ADP
epaa-7254	796	28	the	the	DET
epaa-7254	796	29	form	form	NOUN
epaa-7254	796	30	of	of	ADP
epaa-7254	796	31	induction	induction	NOUN
epaa-7254	796	32	support	support	NOUN
epaa-7254	796	33	and	and	CCONJ
epaa-7254	796	34	long	long	ADJ
epaa-7254	796	35	-	-	PUNCT
epaa-7254	796	36	term	term	NOUN
epaa-7254	796	37	professional	professional	ADJ
epaa-7254	796	38	development	development	NOUN
epaa-7254	796	39	.	.	PUNCT
epaa-7254	797	1	from	from	ADP
epaa-7254	797	2	the	the	DET
epaa-7254	797	3	perspective	perspective	NOUN
epaa-7254	797	4	of	of	ADP
epaa-7254	797	5	educator	educator	NOUN
epaa-7254	797	6	preparation	preparation	NOUN
epaa-7254	797	7	faculty	faculty	NOUN
epaa-7254	797	8	,	,	PUNCT
epaa-7254	797	9	noyce	noyce	PROPN
epaa-7254	797	10	scholarships	scholarship	NOUN
epaa-7254	797	11	are	be	AUX
epaa-7254	797	12	both	both	ADV
epaa-7254	797	13	highly	highly	ADV
epaa-7254	797	14	desirable	desirable	ADJ
epaa-7254	797	15	and	and	CCONJ
epaa-7254	797	16	somewhat	somewhat	ADV
epaa-7254	797	17	unreliable	unreliable	ADJ
epaa-7254	797	18	.	.	PUNCT
epaa-7254	798	1	they	they	PRON
epaa-7254	798	2	come	come	VERB
epaa-7254	798	3	and	and	CCONJ
epaa-7254	798	4	go	go	VERB
epaa-7254	798	5	on	on	ADP
epaa-7254	798	6	five	five	NUM
epaa-7254	798	7	-	-	PUNCT
epaa-7254	798	8	year	year	NOUN
epaa-7254	798	9	timescales	timescale	NOUN
epaa-7254	798	10	.	.	PUNCT
epaa-7254	799	1	one	one	PRON
epaa-7254	799	2	can	can	AUX
epaa-7254	799	3	not	not	PART
epaa-7254	799	4	count	count	VERB
epaa-7254	799	5	on	on	ADP
epaa-7254	799	6	them	they	PRON
epaa-7254	799	7	to	to	PART
epaa-7254	799	8	build	build	VERB
epaa-7254	799	9	a	a	DET
epaa-7254	799	10	long	long	ADJ
epaa-7254	799	11	-	-	PUNCT
epaa-7254	799	12	term	term	NOUN
epaa-7254	799	13	program	program	NOUN
epaa-7254	799	14	although	although	SCONJ
epaa-7254	799	15	they	they	PRON
epaa-7254	799	16	provide	provide	VERB
epaa-7254	799	17	great	great	ADJ
epaa-7254	799	18	help	help	NOUN
epaa-7254	799	19	whenever	whenever	SCONJ
epaa-7254	799	20	they	they	PRON
epaa-7254	799	21	arrive	arrive	VERB
epaa-7254	799	22	.	.	PUNCT
epaa-7254	800	1	the	the	DET
epaa-7254	800	2	reporting	reporting	NOUN
epaa-7254	800	3	requirements	requirement	NOUN
epaa-7254	800	4	are	be	AUX
epaa-7254	800	5	more	more	ADV
epaa-7254	800	6	onerous	onerous	ADJ
epaa-7254	800	7	than	than	ADP
epaa-7254	800	8	with	with	ADP
epaa-7254	800	9	other	other	ADJ
epaa-7254	800	10	nsf	nsf	NOUN
epaa-7254	800	11	grants	grant	NOUN
epaa-7254	800	12	;	;	PUNCT
epaa-7254	800	13	the	the	DET
epaa-7254	800	14	requirement	requirement	NOUN
epaa-7254	800	15	to	to	PART
epaa-7254	800	16	track	track	VERB
epaa-7254	800	17	scholarship	scholarship	NOUN
epaa-7254	800	18	recipients	recipient	NOUN
epaa-7254	800	19	can	can	AUX
epaa-7254	800	20	remain	remain	VERB
epaa-7254	800	21	in	in	ADP
epaa-7254	800	22	place	place	NOUN
epaa-7254	800	23	more	more	ADJ
epaa-7254	800	24	than	than	ADP
epaa-7254	800	25	a	a	PRON
epaa-7254	800	26	decade	decade	NOUN
epaa-7254	800	27	after	after	SCONJ
epaa-7254	800	28	the	the	DET
epaa-7254	800	29	grant	grant	NOUN
epaa-7254	800	30	ends	end	VERB
epaa-7254	800	31	.	.	PUNCT
epaa-7254	801	1	this	this	DET
epaa-7254	801	2	unfunded	unfunded	ADJ
epaa-7254	801	3	requirement	requirement	NOUN
epaa-7254	801	4	is	be	AUX
epaa-7254	801	5	in	in	ADP
epaa-7254	801	6	itself	itself	PRON
epaa-7254	801	7	a	a	DET
epaa-7254	801	8	deterrent	deterrent	NOUN
epaa-7254	801	9	for	for	ADP
epaa-7254	801	10	faculty	faculty	NOUN
epaa-7254	801	11	considering	consider	VERB
epaa-7254	801	12	noyce	noyce	PROPN
epaa-7254	801	13	applications	application	NOUN
epaa-7254	801	14	.	.	PUNCT
epaa-7254	802	1	the	the	DET
epaa-7254	802	2	noyce	noyce	PROPN
epaa-7254	802	3	program	program	PROPN
epaa-7254	802	4	remains	remain	VERB
epaa-7254	802	5	only	only	ADV
epaa-7254	802	6	10	10	NUM
epaa-7254	802	7	%	%	NOUN
epaa-7254	802	8	as	as	ADV
epaa-7254	802	9	large	large	ADJ
epaa-7254	802	10	as	as	ADP
epaa-7254	802	11	the	the	DET
epaa-7254	802	12	lower	low	ADJ
epaa-7254	802	13	end	end	NOUN
epaa-7254	802	14	of	of	ADP
epaa-7254	802	15	the	the	DET
epaa-7254	802	16	gathering	gathering	NOUN
epaa-7254	802	17	storm	storm	NOUN
epaa-7254	802	18	recommendation	recommendation	NOUN
epaa-7254	802	19	from	from	ADP
epaa-7254	802	20	15	15	NUM
epaa-7254	802	21	years	year	NOUN
epaa-7254	802	22	ago	ago	ADV
epaa-7254	802	23	.	.	PUNCT
epaa-7254	803	1	thus	thus	ADV
epaa-7254	803	2	,	,	PUNCT
epaa-7254	803	3	while	while	SCONJ
epaa-7254	803	4	it	it	PRON
epaa-7254	803	5	is	be	AUX
epaa-7254	803	6	the	the	DET
epaa-7254	803	7	largest	large	ADJ
epaa-7254	803	8	federal	federal	ADJ
epaa-7254	803	9	effort	effort	NOUN
epaa-7254	803	10	devoted	devote	VERB
epaa-7254	803	11	to	to	ADP
epaa-7254	803	12	combatting	combat	VERB
epaa-7254	803	13	stem	stem	NOUN
epaa-7254	803	14	teacher	teacher	NOUN
epaa-7254	803	15	shortages	shortage	NOUN
epaa-7254	803	16	,	,	PUNCT
epaa-7254	803	17	it	it	PRON
epaa-7254	803	18	is	be	AUX
epaa-7254	803	19	too	too	ADV
epaa-7254	803	20	small	small	ADJ
epaa-7254	803	21	to	to	PART
epaa-7254	803	22	affect	affect	VERB
epaa-7254	803	23	the	the	DET
epaa-7254	803	24	national	national	ADJ
epaa-7254	803	25	problem	problem	NOUN
epaa-7254	803	26	,	,	PUNCT
epaa-7254	803	27	which	which	PRON
epaa-7254	803	28	the	the	DET
epaa-7254	803	29	authors	author	NOUN
epaa-7254	803	30	of	of	ADP
epaa-7254	803	31	the	the	DET
epaa-7254	803	32	gathering	gathering	NOUN
epaa-7254	803	33	storm	storm	NOUN
epaa-7254	803	34	assessed	assess	VERB
epaa-7254	803	35	as	as	ADP
epaa-7254	803	36	a	a	DET
epaa-7254	803	37	shortage	shortage	NOUN
epaa-7254	803	38	on	on	ADP
epaa-7254	803	39	the	the	DET
epaa-7254	803	40	order	order	NOUN
epaa-7254	803	41	of	of	ADP
epaa-7254	803	42	100,000	100,000	NUM
epaa-7254	803	43	teachers	teacher	NOUN
epaa-7254	803	44	,	,	PUNCT
epaa-7254	803	45	and	and	CCONJ
epaa-7254	803	46	which	which	PRON
epaa-7254	803	47	has	have	AUX
epaa-7254	803	48	not	not	PART
epaa-7254	803	49	diminished	diminish	VERB
epaa-7254	803	50	since	since	ADV
epaa-7254	803	51	(	(	PUNCT
epaa-7254	803	52	marder	marder	NOUN
epaa-7254	803	53	,	,	PUNCT
epaa-7254	803	54	2021	2021	NUM
epaa-7254	803	55	)	)	PUNCT
epaa-7254	803	56	.	.	PUNCT
epaa-7254	804	1	if	if	SCONJ
epaa-7254	804	2	as	as	ADP
epaa-7254	804	3	a	a	DET
epaa-7254	804	4	nation	nation	NOUN
epaa-7254	804	5	we	we	PRON
epaa-7254	804	6	are	be	AUX
epaa-7254	804	7	serious	serious	ADJ
epaa-7254	804	8	about	about	ADP
epaa-7254	804	9	addressing	address	VERB
epaa-7254	804	10	that	that	DET
epaa-7254	804	11	problem	problem	NOUN
epaa-7254	804	12	,	,	PUNCT
epaa-7254	804	13	we	we	PRON
epaa-7254	804	14	education	education	VERB
epaa-7254	804	15	policy	policy	NOUN
epaa-7254	804	16	analysis	analysis	NOUN
epaa-7254	804	17	archives	archive	NOUN
epaa-7254	804	18	vol	vol	NOUN
epaa-7254	804	19	.	.	PROPN
epaa-7254	805	1	30	30	NUM
epaa-7254	806	1	no	no	NOUN
epaa-7254	806	2	.	.	PUNCT
epaa-7254	807	1	147	147	NUM
epaa-7254	807	2	28	28	NUM
epaa-7254	807	3	can	can	AUX
epaa-7254	807	4	learn	learn	VERB
epaa-7254	807	5	from	from	ADP
epaa-7254	807	6	what	what	PRON
epaa-7254	807	7	has	have	AUX
epaa-7254	807	8	been	be	AUX
epaa-7254	807	9	accomplished	accomplish	VERB
epaa-7254	807	10	so	so	ADV
epaa-7254	807	11	far	far	ADV
epaa-7254	807	12	,	,	PUNCT
epaa-7254	807	13	but	but	CCONJ
epaa-7254	807	14	need	need	VERB
epaa-7254	807	15	to	to	PART
epaa-7254	807	16	think	think	VERB
epaa-7254	807	17	about	about	ADP
epaa-7254	807	18	larger	large	ADJ
epaa-7254	807	19	,	,	PUNCT
epaa-7254	807	20	broader	broad	ADJ
epaa-7254	807	21	,	,	PUNCT
epaa-7254	807	22	and	and	CCONJ
epaa-7254	807	23	bolder	bold	ADJ
epaa-7254	807	24	solutions	solution	NOUN
epaa-7254	807	25	.	.	PUNCT
epaa-7254	808	1	one	one	NUM
epaa-7254	808	2	such	such	ADJ
epaa-7254	808	3	solution	solution	NOUN
epaa-7254	808	4	is	be	AUX
epaa-7254	808	5	to	to	PART
epaa-7254	808	6	provide	provide	VERB
epaa-7254	808	7	sustained	sustained	ADJ
epaa-7254	808	8	support	support	NOUN
epaa-7254	808	9	to	to	ADP
epaa-7254	808	10	university	university	NOUN
epaa-7254	808	11	programs	program	NOUN
epaa-7254	808	12	so	so	ADV
epaa-7254	808	13	faculty	faculty	NOUN
epaa-7254	808	14	and	and	CCONJ
epaa-7254	808	15	staff	staff	NOUN
epaa-7254	808	16	are	be	AUX
epaa-7254	808	17	not	not	PART
epaa-7254	808	18	constantly	constantly	ADV
epaa-7254	808	19	chasing	chase	VERB
epaa-7254	808	20	grants	grant	NOUN
epaa-7254	808	21	,	,	PUNCT
epaa-7254	808	22	can	can	AUX
epaa-7254	808	23	focus	focus	VERB
epaa-7254	808	24	on	on	ADP
epaa-7254	808	25	the	the	DET
epaa-7254	808	26	work	work	NOUN
epaa-7254	808	27	of	of	ADP
epaa-7254	808	28	preparing	prepare	VERB
epaa-7254	808	29	teachers	teacher	NOUN
epaa-7254	808	30	,	,	PUNCT
epaa-7254	808	31	and	and	CCONJ
epaa-7254	808	32	also	also	ADV
epaa-7254	808	33	can	can	AUX
epaa-7254	808	34	put	put	VERB
epaa-7254	808	35	in	in	ADP
epaa-7254	808	36	place	place	NOUN
epaa-7254	808	37	induction	induction	NOUN
epaa-7254	808	38	support	support	NOUN
epaa-7254	808	39	and	and	CCONJ
epaa-7254	808	40	professional	professional	ADJ
epaa-7254	808	41	development	development	NOUN
epaa-7254	808	42	to	to	PART
epaa-7254	808	43	improve	improve	VERB
epaa-7254	808	44	teacher	teacher	NOUN
epaa-7254	808	45	retention	retention	NOUN
epaa-7254	808	46	as	as	ADV
epaa-7254	808	47	well	well	ADV
epaa-7254	808	48	as	as	ADP
epaa-7254	808	49	production	production	NOUN
epaa-7254	808	50	.	.	PUNCT
epaa-7254	809	1	federal	federal	ADJ
epaa-7254	809	2	block	block	NOUN
epaa-7254	809	3	grants	grant	NOUN
epaa-7254	809	4	given	give	VERB
epaa-7254	809	5	to	to	ADP
epaa-7254	809	6	the	the	DET
epaa-7254	809	7	states	state	NOUN
epaa-7254	809	8	funding	fund	VERB
epaa-7254	809	9	stem	stem	NOUN
epaa-7254	809	10	teacher	teacher	NOUN
epaa-7254	809	11	preparation	preparation	NOUN
epaa-7254	809	12	and	and	CCONJ
epaa-7254	809	13	support	support	NOUN
epaa-7254	809	14	at	at	ADP
epaa-7254	809	15	universities	university	NOUN
epaa-7254	809	16	could	could	AUX
epaa-7254	809	17	provide	provide	VERB
epaa-7254	809	18	such	such	ADJ
epaa-7254	809	19	stability	stability	NOUN
epaa-7254	809	20	.	.	PUNCT
epaa-7254	810	1	the	the	DET
epaa-7254	810	2	eisenhower	eisenhower	PROPN
epaa-7254	810	3	math	math	PROPN
epaa-7254	810	4	and	and	CCONJ
epaa-7254	810	5	science	science	NOUN
epaa-7254	810	6	state	state	NOUN
epaa-7254	810	7	grant	grant	NOUN
epaa-7254	810	8	programs	program	NOUN
epaa-7254	810	9	(	(	PUNCT
epaa-7254	810	10	government	government	NOUN
epaa-7254	810	11	accounting	accounting	NOUN
epaa-7254	810	12	office	office	NOUN
epaa-7254	810	13	,	,	PUNCT
epaa-7254	810	14	1992	1992	NUM
epaa-7254	810	15	)	)	PUNCT
epaa-7254	810	16	,	,	PUNCT
epaa-7254	810	17	which	which	PRON
epaa-7254	810	18	were	be	AUX
epaa-7254	810	19	administered	administer	VERB
epaa-7254	810	20	by	by	ADP
epaa-7254	810	21	the	the	DET
epaa-7254	810	22	us	us	PROPN
epaa-7254	810	23	department	department	PROPN
epaa-7254	810	24	of	of	ADP
epaa-7254	810	25	education	education	NOUN
epaa-7254	810	26	provide	provide	VERB
epaa-7254	810	27	one	one	NUM
epaa-7254	810	28	example	example	NOUN
epaa-7254	810	29	,	,	PUNCT
epaa-7254	810	30	although	although	SCONJ
epaa-7254	810	31	they	they	PRON
epaa-7254	810	32	were	be	AUX
epaa-7254	810	33	not	not	PART
epaa-7254	810	34	centered	center	VERB
epaa-7254	810	35	on	on	ADP
epaa-7254	810	36	teacher	teacher	NOUN
epaa-7254	810	37	preparation	preparation	NOUN
epaa-7254	810	38	.	.	PUNCT
epaa-7254	811	1	a	a	DET
epaa-7254	811	2	more	more	ADV
epaa-7254	811	3	recent	recent	ADJ
epaa-7254	811	4	example	example	NOUN
epaa-7254	811	5	,	,	PUNCT
epaa-7254	811	6	also	also	ADV
epaa-7254	811	7	not	not	PART
epaa-7254	811	8	centered	center	VERB
epaa-7254	811	9	on	on	ADP
epaa-7254	811	10	teacher	teacher	NOUN
epaa-7254	811	11	preparation	preparation	NOUN
epaa-7254	811	12	,	,	PUNCT
epaa-7254	811	13	is	be	AUX
epaa-7254	811	14	the	the	DET
epaa-7254	811	15	mathematics	mathematics	PROPN
epaa-7254	811	16	and	and	CCONJ
epaa-7254	811	17	science	science	NOUN
epaa-7254	811	18	partnership	partnership	NOUN
epaa-7254	811	19	grants	grant	NOUN
epaa-7254	811	20	,	,	PUNCT
epaa-7254	811	21	which	which	PRON
epaa-7254	811	22	also	also	ADV
epaa-7254	811	23	were	be	AUX
epaa-7254	811	24	from	from	ADP
epaa-7254	811	25	the	the	DET
epaa-7254	811	26	us	us	PROPN
epaa-7254	811	27	department	department	PROPN
epaa-7254	811	28	of	of	ADP
epaa-7254	811	29	education	education	NOUN
epaa-7254	811	30	,	,	PUNCT
epaa-7254	811	31	and	and	CCONJ
epaa-7254	811	32	last	last	ADJ
epaa-7254	811	33	were	be	AUX
epaa-7254	811	34	funded	fund	VERB
epaa-7254	811	35	in	in	ADP
epaa-7254	811	36	2015	2015	NUM
epaa-7254	811	37	(	(	PUNCT
epaa-7254	811	38	us	us	PROPN
epaa-7254	811	39	department	department	PROPN
epaa-7254	811	40	of	of	ADP
epaa-7254	811	41	education	education	NOUN
epaa-7254	811	42	,	,	PUNCT
epaa-7254	811	43	2015	2015	NUM
epaa-7254	811	44	)	)	PUNCT
epaa-7254	811	45	.	.	PUNCT
epaa-7254	812	1	another	another	DET
epaa-7254	812	2	solution	solution	NOUN
epaa-7254	812	3	is	be	AUX
epaa-7254	812	4	to	to	PART
epaa-7254	812	5	support	support	VERB
epaa-7254	812	6	postsecondary	postsecondary	ADJ
epaa-7254	812	7	students	student	NOUN
epaa-7254	812	8	at	at	ADP
epaa-7254	812	9	a	a	DET
epaa-7254	812	10	high	high	ADJ
epaa-7254	812	11	enough	enough	ADJ
epaa-7254	812	12	financial	financial	ADJ
epaa-7254	812	13	level	level	NOUN
epaa-7254	812	14	to	to	PART
epaa-7254	812	15	change	change	VERB
epaa-7254	812	16	career	career	NOUN
epaa-7254	812	17	trajectories	trajectory	NOUN
epaa-7254	812	18	,	,	PUNCT
epaa-7254	812	19	which	which	PRON
epaa-7254	812	20	the	the	DET
epaa-7254	812	21	current	current	ADJ
epaa-7254	812	22	grants	grant	NOUN
epaa-7254	812	23	rarely	rarely	ADV
epaa-7254	812	24	do	do	VERB
epaa-7254	812	25	.	.	PUNCT
epaa-7254	813	1	the	the	DET
epaa-7254	813	2	nsf	nsf	PROPN
epaa-7254	813	3	’s	’s	PART
epaa-7254	813	4	premier	premier	ADJ
epaa-7254	813	5	support	support	NOUN
epaa-7254	813	6	for	for	ADP
epaa-7254	813	7	future	future	ADJ
epaa-7254	813	8	researchers	researcher	NOUN
epaa-7254	814	1	,	,	PUNCT
epaa-7254	814	2	the	the	DET
epaa-7254	814	3	graduate	graduate	NOUN
epaa-7254	814	4	research	research	NOUN
epaa-7254	814	5	fellowship	fellowship	NOUN
epaa-7254	814	6	program	program	NOUN
epaa-7254	814	7	(	(	PUNCT
epaa-7254	814	8	national	national	PROPN
epaa-7254	814	9	science	science	PROPN
epaa-7254	814	10	foundation	foundation	PROPN
epaa-7254	814	11	,	,	PUNCT
epaa-7254	814	12	2021	2021	NUM
epaa-7254	814	13	)	)	PUNCT
epaa-7254	814	14	,	,	PUNCT
epaa-7254	814	15	gives	give	VERB
epaa-7254	814	16	a	a	DET
epaa-7254	814	17	$	$	SYM
epaa-7254	814	18	34,000	34,000	NUM
epaa-7254	814	19	stipend	stipend	NOUN
epaa-7254	814	20	to	to	ADP
epaa-7254	814	21	students	student	NOUN
epaa-7254	814	22	plus	plus	CCONJ
epaa-7254	814	23	a	a	DET
epaa-7254	814	24	$	$	SYM
epaa-7254	814	25	12,000	12,000	NUM
epaa-7254	814	26	annual	annual	ADJ
epaa-7254	814	27	allowance	allowance	NOUN
epaa-7254	814	28	to	to	ADP
epaa-7254	814	29	the	the	DET
epaa-7254	814	30	hosting	host	VERB
epaa-7254	814	31	institution	institution	NOUN
epaa-7254	814	32	for	for	ADP
epaa-7254	814	33	five	five	NUM
epaa-7254	814	34	years	year	NOUN
epaa-7254	814	35	.	.	PUNCT
epaa-7254	815	1	there	there	PRON
epaa-7254	815	2	is	be	VERB
epaa-7254	815	3	no	no	DET
epaa-7254	815	4	payback	payback	NOUN
epaa-7254	815	5	provision	provision	NOUN
epaa-7254	815	6	,	,	PUNCT
epaa-7254	815	7	no	no	DET
epaa-7254	815	8	requirement	requirement	NOUN
epaa-7254	815	9	that	that	SCONJ
epaa-7254	815	10	recipients	recipient	NOUN
epaa-7254	815	11	do	do	AUX
epaa-7254	815	12	research	research	NOUN
epaa-7254	815	13	for	for	ADP
epaa-7254	815	14	10	10	NUM
epaa-7254	815	15	years	year	NOUN
epaa-7254	815	16	in	in	ADP
epaa-7254	815	17	a	a	DET
epaa-7254	815	18	high	high	ADJ
epaa-7254	815	19	-	-	PUNCT
epaa-7254	815	20	need	need	NOUN
epaa-7254	815	21	jurisdiction	jurisdiction	NOUN
epaa-7254	815	22	or	or	CCONJ
epaa-7254	815	23	else	else	ADV
epaa-7254	815	24	give	give	VERB
epaa-7254	815	25	the	the	DET
epaa-7254	815	26	money	money	NOUN
epaa-7254	815	27	back	back	ADV
epaa-7254	815	28	to	to	ADP
epaa-7254	815	29	the	the	DET
epaa-7254	815	30	treasury	treasury	NOUN
epaa-7254	815	31	.	.	PUNCT
epaa-7254	816	1	an	an	DET
epaa-7254	816	2	even	even	ADV
epaa-7254	816	3	more	more	ADV
epaa-7254	816	4	promising	promising	ADJ
epaa-7254	816	5	model	model	NOUN
epaa-7254	816	6	is	be	AUX
epaa-7254	816	7	suggested	suggest	VERB
epaa-7254	816	8	by	by	ADP
epaa-7254	816	9	the	the	DET
epaa-7254	816	10	most	most	ADV
epaa-7254	816	11	common	common	ADJ
epaa-7254	816	12	form	form	NOUN
epaa-7254	816	13	of	of	ADP
epaa-7254	816	14	support	support	NOUN
epaa-7254	816	15	delivered	deliver	VERB
epaa-7254	816	16	to	to	ADP
epaa-7254	816	17	students	student	NOUN
epaa-7254	816	18	who	who	PRON
epaa-7254	816	19	pursue	pursue	VERB
epaa-7254	816	20	stem	stem	NOUN
epaa-7254	816	21	research	research	NOUN
epaa-7254	816	22	careers	career	NOUN
epaa-7254	816	23	through	through	ADP
epaa-7254	816	24	post	post	ADJ
epaa-7254	816	25	-	-	ADJ
epaa-7254	816	26	baccalaureate	baccalaureate	ADJ
epaa-7254	816	27	phd	phd	NOUN
epaa-7254	816	28	programs	program	NOUN
epaa-7254	816	29	.	.	PUNCT
epaa-7254	817	1	they	they	PRON
epaa-7254	817	2	typically	typically	ADV
epaa-7254	817	3	receive	receive	VERB
epaa-7254	817	4	tuition	tuition	NOUN
epaa-7254	817	5	remission	remission	NOUN
epaa-7254	817	6	and	and	CCONJ
epaa-7254	817	7	a	a	DET
epaa-7254	817	8	salary	salary	NOUN
epaa-7254	817	9	of	of	ADP
epaa-7254	817	10	around	around	ADP
epaa-7254	817	11	$	$	SYM
epaa-7254	817	12	2000	2000	NUM
epaa-7254	817	13	a	a	DET
epaa-7254	817	14	month	month	NOUN
epaa-7254	817	15	to	to	PART
epaa-7254	817	16	serve	serve	VERB
epaa-7254	817	17	as	as	ADP
epaa-7254	817	18	research	research	NOUN
epaa-7254	817	19	assistants	assistant	NOUN
epaa-7254	817	20	.	.	PUNCT
epaa-7254	818	1	there	there	PRON
epaa-7254	818	2	is	be	VERB
epaa-7254	818	3	no	no	DET
epaa-7254	818	4	payback	payback	NOUN
epaa-7254	818	5	provision	provision	NOUN
epaa-7254	818	6	because	because	SCONJ
epaa-7254	818	7	they	they	PRON
epaa-7254	818	8	are	be	AUX
epaa-7254	818	9	earning	earn	VERB
epaa-7254	818	10	their	their	PRON
epaa-7254	818	11	support	support	NOUN
epaa-7254	818	12	.	.	PUNCT
epaa-7254	819	1	an	an	DET
epaa-7254	819	2	analogous	analogous	ADJ
epaa-7254	819	3	way	way	NOUN
epaa-7254	819	4	to	to	PART
epaa-7254	819	5	support	support	VERB
epaa-7254	819	6	degree	degree	NOUN
epaa-7254	819	7	-	-	PUNCT
epaa-7254	819	8	holders	holder	NOUN
epaa-7254	819	9	to	to	PART
epaa-7254	819	10	pursue	pursue	VERB
epaa-7254	819	11	teaching	teaching	NOUN
epaa-7254	819	12	certificates	certificate	NOUN
epaa-7254	819	13	would	would	AUX
epaa-7254	819	14	be	be	AUX
epaa-7254	819	15	to	to	PART
epaa-7254	819	16	pay	pay	VERB
epaa-7254	819	17	them	they	PRON
epaa-7254	819	18	as	as	ADP
epaa-7254	819	19	teaching	teach	VERB
epaa-7254	819	20	assistants	assistant	NOUN
epaa-7254	819	21	(	(	PUNCT
epaa-7254	819	22	tas	tas	NOUN
epaa-7254	819	23	)	)	PUNCT
epaa-7254	819	24	.	.	PUNCT
epaa-7254	820	1	a	a	DET
epaa-7254	820	2	track	track	NOUN
epaa-7254	820	3	of	of	ADP
epaa-7254	820	4	the	the	DET
epaa-7254	820	5	noyce	noyce	PROPN
epaa-7254	820	6	program	program	PROPN
epaa-7254	820	7	that	that	PRON
epaa-7254	820	8	paid	pay	VERB
epaa-7254	820	9	future	future	ADJ
epaa-7254	820	10	teachers	teacher	NOUN
epaa-7254	820	11	to	to	PART
epaa-7254	820	12	teach	teach	VERB
epaa-7254	820	13	would	would	AUX
epaa-7254	820	14	form	form	VERB
epaa-7254	820	15	an	an	DET
epaa-7254	820	16	elegant	elegant	ADJ
epaa-7254	820	17	complement	complement	NOUN
epaa-7254	820	18	to	to	ADP
epaa-7254	820	19	the	the	DET
epaa-7254	820	20	customary	customary	ADJ
epaa-7254	820	21	programs	program	NOUN
epaa-7254	820	22	that	that	PRON
epaa-7254	820	23	pay	pay	VERB
epaa-7254	820	24	future	future	ADJ
epaa-7254	820	25	researchers	researcher	NOUN
epaa-7254	820	26	to	to	PART
epaa-7254	820	27	do	do	VERB
epaa-7254	820	28	research	research	NOUN
epaa-7254	820	29	.	.	PUNCT
epaa-7254	821	1	providing	provide	VERB
epaa-7254	821	2	taships	taship	NOUN
epaa-7254	821	3	to	to	ADP
epaa-7254	821	4	future	future	ADJ
epaa-7254	821	5	teachers	teacher	NOUN
epaa-7254	821	6	would	would	AUX
epaa-7254	821	7	make	make	VERB
epaa-7254	821	8	it	it	PRON
epaa-7254	821	9	possible	possible	ADJ
epaa-7254	821	10	to	to	PART
epaa-7254	821	11	back	back	VERB
epaa-7254	821	12	away	away	ADV
epaa-7254	821	13	from	from	ADP
epaa-7254	821	14	financial	financial	ADJ
epaa-7254	821	15	penalties	penalty	NOUN
epaa-7254	821	16	.	.	PUNCT
epaa-7254	822	1	and	and	CCONJ
epaa-7254	822	2	the	the	DET
epaa-7254	822	3	students	student	NOUN
epaa-7254	822	4	of	of	ADP
epaa-7254	822	5	these	these	DET
epaa-7254	822	6	tas	ta	NOUN
epaa-7254	822	7	in	in	ADP
epaa-7254	822	8	laboratory	laboratory	NOUN
epaa-7254	822	9	and	and	CCONJ
epaa-7254	822	10	recitation	recitation	NOUN
epaa-7254	822	11	sections	section	NOUN
epaa-7254	822	12	would	would	AUX
epaa-7254	822	13	likely	likely	ADV
epaa-7254	822	14	benefit	benefit	VERB
epaa-7254	822	15	from	from	ADP
epaa-7254	822	16	instructors	instructor	NOUN
epaa-7254	822	17	receiving	receive	VERB
epaa-7254	822	18	professional	professional	ADJ
epaa-7254	822	19	preparation	preparation	NOUN
epaa-7254	822	20	to	to	PART
epaa-7254	822	21	teach	teach	VERB
epaa-7254	822	22	.	.	PUNCT
epaa-7254	823	1	despite	despite	SCONJ
epaa-7254	823	2	report	report	NOUN
epaa-7254	823	3	after	after	ADP
epaa-7254	823	4	report	report	NOUN
epaa-7254	823	5	with	with	ADP
epaa-7254	823	6	the	the	DET
epaa-7254	823	7	most	most	ADV
epaa-7254	823	8	strident	strident	ADJ
epaa-7254	823	9	warnings	warning	NOUN
epaa-7254	823	10	imaginable	imaginable	ADJ
epaa-7254	823	11	about	about	ADP
epaa-7254	823	12	teacher	teacher	NOUN
epaa-7254	823	13	shortages	shortage	NOUN
epaa-7254	823	14	,	,	PUNCT
epaa-7254	823	15	our	our	PRON
epaa-7254	823	16	national	national	ADJ
epaa-7254	823	17	remedy	remedy	NOUN
epaa-7254	823	18	supports	support	VERB
epaa-7254	823	19	too	too	ADV
epaa-7254	823	20	few	few	ADJ
epaa-7254	823	21	people	people	NOUN
epaa-7254	823	22	with	with	ADP
epaa-7254	823	23	too	too	ADV
epaa-7254	823	24	little	little	ADJ
epaa-7254	823	25	money	money	NOUN
epaa-7254	823	26	and	and	CCONJ
epaa-7254	823	27	is	be	AUX
epaa-7254	823	28	structured	structure	VERB
epaa-7254	823	29	around	around	ADP
epaa-7254	823	30	coercion	coercion	NOUN
epaa-7254	823	31	that	that	PRON
epaa-7254	823	32	betrays	betray	VERB
epaa-7254	823	33	a	a	DET
epaa-7254	823	34	lack	lack	NOUN
epaa-7254	823	35	of	of	ADP
epaa-7254	823	36	trust	trust	NOUN
epaa-7254	823	37	.	.	PUNCT
epaa-7254	824	1	it	it	PRON
epaa-7254	824	2	is	be	AUX
epaa-7254	824	3	unthinkable	unthinkable	ADJ
epaa-7254	824	4	for	for	SCONJ
epaa-7254	824	5	most	most	ADJ
epaa-7254	824	6	nsf	nsf	ADJ
epaa-7254	824	7	pis	pis	NOUN
epaa-7254	824	8	to	to	PART
epaa-7254	824	9	have	have	VERB
epaa-7254	824	10	to	to	PART
epaa-7254	824	11	track	track	VERB
epaa-7254	824	12	their	their	PRON
epaa-7254	824	13	former	former	ADJ
epaa-7254	824	14	research	research	NOUN
epaa-7254	824	15	students	student	NOUN
epaa-7254	824	16	and	and	CCONJ
epaa-7254	824	17	send	send	VERB
epaa-7254	824	18	collection	collection	NOUN
epaa-7254	824	19	agencies	agency	NOUN
epaa-7254	824	20	after	after	ADP
epaa-7254	824	21	them	they	PRON
epaa-7254	824	22	if	if	SCONJ
epaa-7254	824	23	they	they	PRON
epaa-7254	824	24	do	do	AUX
epaa-7254	824	25	not	not	PART
epaa-7254	824	26	do	do	VERB
epaa-7254	824	27	the	the	DET
epaa-7254	824	28	right	right	ADJ
epaa-7254	824	29	sort	sort	NOUN
epaa-7254	824	30	of	of	ADP
epaa-7254	824	31	research	research	NOUN
epaa-7254	824	32	in	in	ADP
epaa-7254	824	33	the	the	DET
epaa-7254	824	34	right	right	ADJ
epaa-7254	824	35	places	place	NOUN
epaa-7254	824	36	after	after	ADP
epaa-7254	824	37	their	their	PRON
epaa-7254	824	38	phd	phd	NOUN
epaa-7254	824	39	.	.	PUNCT
epaa-7254	825	1	for	for	SCONJ
epaa-7254	825	2	noyce	noyce	PROPN
epaa-7254	825	3	pis	pis	PROPN
epaa-7254	825	4	it	it	PRON
epaa-7254	825	5	is	be	AUX
epaa-7254	825	6	unavoidable	unavoidable	ADJ
epaa-7254	825	7	.	.	PUNCT
epaa-7254	826	1	the	the	DET
epaa-7254	826	2	noyce	noyce	PROPN
epaa-7254	826	3	program	program	PROPN
epaa-7254	826	4	is	be	AUX
epaa-7254	826	5	doing	do	VERB
epaa-7254	826	6	great	great	ADJ
epaa-7254	826	7	good	good	NOUN
epaa-7254	826	8	,	,	PUNCT
epaa-7254	826	9	has	have	AUX
epaa-7254	826	10	enhanced	enhance	VERB
epaa-7254	826	11	the	the	DET
epaa-7254	826	12	stem	stem	NOUN
epaa-7254	826	13	education	education	NOUN
epaa-7254	826	14	ecosystem	ecosystem	NOUN
epaa-7254	826	15	at	at	ADP
epaa-7254	826	16	universities	university	NOUN
epaa-7254	826	17	in	in	ADP
epaa-7254	826	18	ways	way	NOUN
epaa-7254	826	19	that	that	PRON
epaa-7254	826	20	will	will	AUX
epaa-7254	826	21	never	never	ADV
epaa-7254	826	22	fully	fully	ADV
epaa-7254	826	23	be	be	AUX
epaa-7254	826	24	captured	capture	VERB
epaa-7254	826	25	,	,	PUNCT
epaa-7254	826	26	and	and	CCONJ
epaa-7254	826	27	has	have	AUX
epaa-7254	826	28	supported	support	VERB
epaa-7254	826	29	at	at	ADP
epaa-7254	826	30	very	very	ADV
epaa-7254	826	31	least	least	ADV
epaa-7254	826	32	12,000	12,000	NUM
epaa-7254	826	33	people	people	NOUN
epaa-7254	826	34	on	on	ADP
epaa-7254	826	35	their	their	PRON
epaa-7254	826	36	way	way	NOUN
epaa-7254	826	37	to	to	ADP
epaa-7254	826	38	becoming	become	VERB
epaa-7254	826	39	high	high	ADJ
epaa-7254	826	40	quality	quality	NOUN
epaa-7254	826	41	,	,	PUNCT
epaa-7254	826	42	greatly	greatly	ADV
epaa-7254	826	43	needed	need	VERB
epaa-7254	826	44	stem	stem	NOUN
epaa-7254	826	45	teachers	teacher	NOUN
epaa-7254	826	46	.	.	PUNCT
epaa-7254	827	1	but	but	CCONJ
epaa-7254	827	2	to	to	PART
epaa-7254	827	3	address	address	VERB
epaa-7254	827	4	the	the	DET
epaa-7254	827	5	glaring	glare	VERB
epaa-7254	827	6	national	national	ADJ
epaa-7254	827	7	inequities	inequity	NOUN
epaa-7254	827	8	that	that	PRON
epaa-7254	827	9	result	result	VERB
epaa-7254	827	10	from	from	ADP
epaa-7254	827	11	the	the	DET
epaa-7254	827	12	continuing	continue	VERB
epaa-7254	827	13	lack	lack	NOUN
epaa-7254	827	14	of	of	ADP
epaa-7254	827	15	stem	stem	NOUN
epaa-7254	827	16	teachers	teacher	NOUN
epaa-7254	827	17	,	,	PUNCT
epaa-7254	827	18	transformative	transformative	ADJ
epaa-7254	827	19	change	change	NOUN
epaa-7254	827	20	is	be	AUX
epaa-7254	827	21	needed	need	VERB
epaa-7254	827	22	for	for	SCONJ
epaa-7254	827	23	the	the	DET
epaa-7254	827	24	robert	robert	PROPN
epaa-7254	827	25	noyce	noyce	PROPN
epaa-7254	827	26	teacher	teacher	PROPN
epaa-7254	827	27	scholarship	scholarship	PROPN
epaa-7254	827	28	program	program	NOUN
epaa-7254	827	29	to	to	PART
epaa-7254	827	30	realize	realize	VERB
epaa-7254	827	31	its	its	PRON
epaa-7254	827	32	promise	promise	NOUN
epaa-7254	827	33	.	.	PUNCT
epaa-7254	828	1	acknowledgements	acknowledgement	NOUN
epaa-7254	828	2	mm	mm	PROPN
epaa-7254	828	3	thanks	thank	NOUN
epaa-7254	828	4	staff	staff	NOUN
epaa-7254	828	5	at	at	ADP
epaa-7254	828	6	the	the	DET
epaa-7254	828	7	texas	texas	PROPN
epaa-7254	828	8	education	education	PROPN
epaa-7254	828	9	research	research	NOUN
epaa-7254	828	10	center	center	NOUN
epaa-7254	828	11	,	,	PUNCT
epaa-7254	828	12	particularly	particularly	ADV
epaa-7254	828	13	celeste	celeste	PROPN
epaa-7254	828	14	alexander	alexander	PROPN
epaa-7254	828	15	,	,	PUNCT
epaa-7254	828	16	kristi	kristi	PROPN
epaa-7254	828	17	stillwell	stillwell	PROPN
epaa-7254	828	18	,	,	PUNCT
epaa-7254	828	19	and	and	CCONJ
epaa-7254	828	20	andres	andres	PROPN
epaa-7254	828	21	rodriguez	rodriguez	PROPN
epaa-7254	828	22	for	for	ADP
epaa-7254	828	23	assistance	assistance	NOUN
epaa-7254	828	24	in	in	ADP
epaa-7254	828	25	accessing	access	VERB
epaa-7254	828	26	data	datum	NOUN
epaa-7254	828	27	,	,	PUNCT
epaa-7254	828	28	including	include	VERB
epaa-7254	828	29	heroic	heroic	ADJ
epaa-7254	828	30	efforts	effort	NOUN
epaa-7254	828	31	to	to	PART
epaa-7254	828	32	secure	secure	VERB
epaa-7254	828	33	possibility	possibility	NOUN
epaa-7254	828	34	of	of	ADP
epaa-7254	828	35	remote	remote	ADJ
epaa-7254	828	36	access	access	NOUN
epaa-7254	828	37	during	during	ADP
epaa-7254	828	38	the	the	DET
epaa-7254	828	39	pandemic	pandemic	NOUN
epaa-7254	828	40	.	.	PUNCT
epaa-7254	829	1	editors	editor	NOUN
epaa-7254	829	2	and	and	CCONJ
epaa-7254	829	3	reviewers	reviewer	NOUN
epaa-7254	829	4	for	for	ADP
epaa-7254	829	5	this	this	DET
epaa-7254	829	6	journal	journal	NOUN
epaa-7254	829	7	provided	provide	VERB
epaa-7254	829	8	critical	critical	ADJ
epaa-7254	829	9	feedback	feedback	NOUN
epaa-7254	829	10	that	that	PRON
epaa-7254	829	11	was	be	AUX
epaa-7254	829	12	both	both	CCONJ
epaa-7254	829	13	rapid	rapid	ADJ
epaa-7254	829	14	and	and	CCONJ
epaa-7254	829	15	extremely	extremely	ADV
epaa-7254	829	16	stimulating	stimulating	ADJ
epaa-7254	829	17	and	and	CCONJ
epaa-7254	829	18	productive	productive	ADJ
epaa-7254	829	19	.	.	PUNCT
epaa-7254	830	1	noyce	noyce	PROPN
epaa-7254	830	2	outcomes	outcome	NOUN
epaa-7254	830	3	in	in	ADP
epaa-7254	830	4	texas	texas	PROPN
epaa-7254	830	5	29	29	NUM
epaa-7254	830	6	references	reference	NOUN
epaa-7254	830	7	107th	107th	ADJ
epaa-7254	830	8	congress	congress	PROPN
epaa-7254	830	9	.	.	PUNCT
epaa-7254	831	1	(	(	PUNCT
epaa-7254	831	2	2002	2002	NUM
epaa-7254	831	3	)	)	PUNCT
epaa-7254	831	4	.	.	PUNCT
epaa-7254	832	1	national	national	PROPN
epaa-7254	832	2	science	science	PROPN
epaa-7254	832	3	foundation	foundation	PROPN
epaa-7254	832	4	authorization	authorization	PROPN
epaa-7254	832	5	act	act	NOUN
epaa-7254	832	6	of	of	ADP
epaa-7254	832	7	2002	2002	NUM
epaa-7254	832	8	.	.	PUNCT
epaa-7254	833	1	https://www.congress.gov/bill/107th-congress/house-bill/4664/text?overview=closed	https://www.congress.gov/bill/107th-congress/house-bill/4664/text?overview=close	VERB
epaa-7254	833	2	competes	compete	NOUN
epaa-7254	833	3	act	act	PROPN
epaa-7254	833	4	,	,	PUNCT
epaa-7254	833	5	(	(	PUNCT
epaa-7254	833	6	2007	2007	NUM
epaa-7254	833	7	)	)	PUNCT
epaa-7254	833	8	(	(	PUNCT
epaa-7254	833	9	testimony	testimony	NOUN
epaa-7254	833	10	of	of	ADP
epaa-7254	833	11	110th	110th	ADJ
epaa-7254	833	12	congress	congress	PROPN
epaa-7254	833	13	)	)	PUNCT
epaa-7254	833	14	.	.	PUNCT
epaa-7254	834	1	https://www.congress.gov/bill/110thcongress/house-bill/2272/text?overview=closed	https://www.congress.gov/bill/110thcongress/house-bill/2272/text?overview=close	VERB
epaa-7254	834	2	america	america	PROPN
epaa-7254	834	3	competes	compete	VERB
epaa-7254	834	4	reauthorization	reauthorization	NOUN
epaa-7254	834	5	,	,	PUNCT
epaa-7254	834	6	(	(	PUNCT
epaa-7254	834	7	2010	2010	NUM
epaa-7254	834	8	)	)	PUNCT
epaa-7254	834	9	(	(	PUNCT
epaa-7254	834	10	testimony	testimony	NOUN
epaa-7254	834	11	of	of	ADP
epaa-7254	834	12	111lth	111lth	NUM
epaa-7254	834	13	congress	congress	PROPN
epaa-7254	834	14	)	)	PUNCT
epaa-7254	834	15	.	.	PUNCT
epaa-7254	835	1	https://www.congress.gov/111/plaws/publ358/plaw-111publ358.pdf	https://www.congress.gov/111/plaws/publ358/plaw-111publ358.pdf	PROPN
epaa-7254	835	2	alemdar	alemdar	PROPN
epaa-7254	835	3	,	,	PUNCT
epaa-7254	835	4	m.	m.	NOUN
epaa-7254	835	5	,	,	PUNCT
epaa-7254	835	6	cappelli	cappelli	PROPN
epaa-7254	835	7	,	,	PUNCT
epaa-7254	835	8	c.	c.	PROPN
epaa-7254	835	9	j.	j.	PROPN
epaa-7254	835	10	,	,	PUNCT
epaa-7254	835	11	criswell	criswell	PROPN
epaa-7254	835	12	,	,	PUNCT
epaa-7254	835	13	b.	b.	PROPN
epaa-7254	835	14	a.	a.	PROPN
epaa-7254	835	15	,	,	PUNCT
epaa-7254	835	16	&	&	CCONJ
epaa-7254	835	17	rushton	rushton	PROPN
epaa-7254	835	18	,	,	PUNCT
epaa-7254	835	19	g.	g.	PROPN
epaa-7254	835	20	t.	t.	PROPN
epaa-7254	835	21	(	(	PUNCT
epaa-7254	835	22	2018	2018	NUM
epaa-7254	835	23	)	)	PUNCT
epaa-7254	835	24	.	.	PUNCT
epaa-7254	836	1	evaluation	evaluation	NOUN
epaa-7254	836	2	of	of	ADP
epaa-7254	836	3	a	a	DET
epaa-7254	836	4	noyce	noyce	PROPN
epaa-7254	836	5	program	program	PROPN
epaa-7254	836	6	:	:	PUNCT
epaa-7254	836	7	development	development	NOUN
epaa-7254	836	8	of	of	ADP
epaa-7254	836	9	teacher	teacher	NOUN
epaa-7254	836	10	leaders	leader	NOUN
epaa-7254	836	11	in	in	ADP
epaa-7254	836	12	stem	stem	NOUN
epaa-7254	836	13	education	education	NOUN
epaa-7254	836	14	.	.	PUNCT
epaa-7254	837	1	evaluation	evaluation	NOUN
epaa-7254	837	2	and	and	CCONJ
epaa-7254	837	3	program	program	NOUN
epaa-7254	837	4	planning	planning	NOUN
epaa-7254	837	5	.	.	PUNCT
epaa-7254	838	1	https://doi.org/10.1016/j.evalprogplan.2018.06.005	https://doi.org/10.1016/j.evalprogplan.2018.06.005	PROPN
epaa-7254	838	2	allen	allen	PROPN
epaa-7254	838	3	,	,	PUNCT
epaa-7254	838	4	m.	m.	NOUN
epaa-7254	838	5	(	(	PUNCT
epaa-7254	838	6	2003	2003	NUM
epaa-7254	838	7	)	)	PUNCT
epaa-7254	838	8	.	.	PUNCT
epaa-7254	839	1	eight	eight	NUM
epaa-7254	839	2	questions	question	NOUN
epaa-7254	839	3	on	on	ADP
epaa-7254	839	4	teacher	teacher	NOUN
epaa-7254	839	5	preparation	preparation	NOUN
epaa-7254	839	6	.	.	PUNCT
epaa-7254	840	1	what	what	PRON
epaa-7254	840	2	does	do	AUX
epaa-7254	840	3	research	research	NOUN
epaa-7254	840	4	say	say	VERB
epaa-7254	840	5	?	?	PUNCT
epaa-7254	841	1	education	education	NOUN
epaa-7254	841	2	commission	commission	NOUN
epaa-7254	841	3	of	of	ADP
epaa-7254	841	4	the	the	DET
epaa-7254	841	5	states	state	NOUN
epaa-7254	841	6	(	(	PUNCT
epaa-7254	841	7	ecs	ecs	PROPN
epaa-7254	841	8	)	)	PUNCT
epaa-7254	841	9	,	,	PUNCT
epaa-7254	841	10	7	7	X
epaa-7254	841	11	.	.	X
epaa-7254	841	12	american	american	PROPN
epaa-7254	841	13	association	association	PROPN
epaa-7254	841	14	for	for	ADP
epaa-7254	841	15	employment	employment	NOUN
epaa-7254	841	16	in	in	ADP
epaa-7254	841	17	education	education	NOUN
epaa-7254	841	18	.	.	PUNCT
epaa-7254	842	1	(	(	PUNCT
epaa-7254	842	2	2020	2020	NUM
epaa-7254	842	3	)	)	PUNCT
epaa-7254	842	4	.	.	PUNCT
epaa-7254	843	1	educator	educator	NOUN
epaa-7254	843	2	supply	supply	NOUN
epaa-7254	843	3	and	and	CCONJ
epaa-7254	843	4	demand	demand	NOUN
epaa-7254	843	5	report	report	NOUN
epaa-7254	843	6	201920	201920	NUM
epaa-7254	843	7	.	.	PUNCT
epaa-7254	844	1	https://specialedshortages.org/wp-content/uploads/2021/07/2019-2020-aaeeeducator-supply-and-demand-report.pdf	https://specialedshortages.org/wp-content/uploads/2021/07/2019-2020-aaeeeducator-supply-and-demand-report.pdf	PROPN
epaa-7254	844	2	amrein	amrein	PROPN
epaa-7254	844	3	-	-	PUNCT
epaa-7254	844	4	beardsley	beardsley	PROPN
epaa-7254	844	5	,	,	PUNCT
epaa-7254	844	6	a.	a.	NOUN
epaa-7254	844	7	(	(	PUNCT
epaa-7254	844	8	2009	2009	NUM
epaa-7254	844	9	)	)	PUNCT
epaa-7254	844	10	.	.	PUNCT
epaa-7254	845	1	value	value	NOUN
epaa-7254	845	2	-	-	PUNCT
epaa-7254	845	3	added	add	VERB
epaa-7254	845	4	tests	test	NOUN
epaa-7254	845	5	:	:	PUNCT
epaa-7254	845	6	buyer	buyer	NOUN
epaa-7254	845	7	,	,	PUNCT
epaa-7254	845	8	be	be	AUX
epaa-7254	845	9	aware	aware	ADJ
epaa-7254	845	10	.	.	PUNCT
epaa-7254	846	1	educational	educational	ADJ
epaa-7254	846	2	leadership	leadership	NOUN
epaa-7254	846	3	,	,	PUNCT
epaa-7254	846	4	67(3	67(3	NUM
epaa-7254	846	5	)	)	PUNCT
epaa-7254	846	6	,	,	PUNCT
epaa-7254	846	7	38–42	38–42	NUM
epaa-7254	846	8	.	.	PUNCT
epaa-7254	847	1	https://doi.org/10.1007/s00253-014-5773-9	https://doi.org/10.1007/s00253-014-5773-9	NUM
epaa-7254	847	2	backes	backes	PROPN
epaa-7254	847	3	,	,	PUNCT
epaa-7254	847	4	b.	b.	PROPN
epaa-7254	847	5	,	,	PUNCT
epaa-7254	847	6	goldhaber	goldhaber	PROPN
epaa-7254	847	7	,	,	PUNCT
epaa-7254	847	8	d.	d.	PROPN
epaa-7254	847	9	,	,	PUNCT
epaa-7254	847	10	cade	cade	PROPN
epaa-7254	847	11	,	,	PUNCT
epaa-7254	847	12	w.	w.	PROPN
epaa-7254	847	13	,	,	PUNCT
epaa-7254	847	14	sullivan	sullivan	PROPN
epaa-7254	847	15	,	,	PUNCT
epaa-7254	847	16	k.	k.	PROPN
epaa-7254	847	17	,	,	PUNCT
epaa-7254	847	18	&	&	CCONJ
epaa-7254	847	19	dodson	dodson	PROPN
epaa-7254	847	20	,	,	PUNCT
epaa-7254	847	21	m.	m.	NOUN
epaa-7254	847	22	(	(	PUNCT
epaa-7254	847	23	2018	2018	NUM
epaa-7254	847	24	)	)	PUNCT
epaa-7254	847	25	.	.	PUNCT
epaa-7254	848	1	can	can	AUX
epaa-7254	848	2	uteach	uteach	VERB
epaa-7254	848	3	?	?	PUNCT
epaa-7254	849	1	assessing	assess	VERB
epaa-7254	849	2	the	the	DET
epaa-7254	849	3	relative	relative	ADJ
epaa-7254	849	4	effectiveness	effectiveness	NOUN
epaa-7254	849	5	of	of	ADP
epaa-7254	849	6	stem	stem	NOUN
epaa-7254	849	7	teachers	teacher	NOUN
epaa-7254	849	8	.	.	PUNCT
epaa-7254	850	1	economics	economic	NOUN
epaa-7254	850	2	of	of	ADP
epaa-7254	850	3	education	education	PROPN
epaa-7254	850	4	review	review	NOUN
epaa-7254	850	5	,	,	PUNCT
epaa-7254	850	6	64	64	NUM
epaa-7254	850	7	,	,	PUNCT
epaa-7254	850	8	184–198	184–198	NUM
epaa-7254	850	9	.	.	PUNCT
epaa-7254	851	1	https://doi.org/10.1016/j.econedurev.2018.05.002	https://doi.org/10.1016/j.econedurev.2018.05.002	PROPN
epaa-7254	851	2	bendinelli	bendinelli	PROPN
epaa-7254	851	3	,	,	PUNCT
epaa-7254	851	4	a.	a.	PROPN
epaa-7254	851	5	,	,	PUNCT
epaa-7254	851	6	&	&	CCONJ
epaa-7254	851	7	marder	marder	PROPN
epaa-7254	851	8	,	,	PUNCT
epaa-7254	851	9	m.	m.	NOUN
epaa-7254	851	10	(	(	PUNCT
epaa-7254	851	11	2012	2012	NUM
epaa-7254	851	12	)	)	PUNCT
epaa-7254	851	13	.	.	PUNCT
epaa-7254	852	1	visualization	visualization	NOUN
epaa-7254	852	2	of	of	ADP
epaa-7254	852	3	longitudinal	longitudinal	ADJ
epaa-7254	852	4	student	student	NOUN
epaa-7254	852	5	data	datum	NOUN
epaa-7254	852	6	.	.	PUNCT
epaa-7254	853	1	physical	physical	ADJ
epaa-7254	853	2	review	review	NOUN
epaa-7254	853	3	special	special	ADJ
epaa-7254	853	4	topics	topic	NOUN
epaa-7254	853	5	physics	physics	PROPN
epaa-7254	853	6	education	education	PROPN
epaa-7254	853	7	research	research	NOUN
epaa-7254	853	8	,	,	PUNCT
epaa-7254	853	9	8	8	NUM
epaa-7254	853	10	,	,	PUNCT
epaa-7254	853	11	020119/1	020119/1	NUM
epaa-7254	853	12	-	-	PUNCT
epaa-7254	853	13	15	15	NUM
epaa-7254	853	14	.	.	PUNCT
epaa-7254	854	1	bischoff	bischoff	PROPN
epaa-7254	854	2	,	,	PUNCT
epaa-7254	854	3	p.	p.	PROPN
epaa-7254	854	4	,	,	PUNCT
epaa-7254	854	5	french	french	NOUN
epaa-7254	854	6	,	,	PUNCT
epaa-7254	854	7	p.	p.	PROPN
epaa-7254	854	8	,	,	PUNCT
epaa-7254	854	9	&	&	CCONJ
epaa-7254	854	10	schaumloffel	schaumloffel	PROPN
epaa-7254	854	11	,	,	PUNCT
epaa-7254	854	12	j.	j.	PROPN
epaa-7254	854	13	(	(	PUNCT
epaa-7254	854	14	2014	2014	NUM
epaa-7254	854	15	)	)	PUNCT
epaa-7254	854	16	.	.	PUNCT
epaa-7254	855	1	reflective	reflective	ADJ
epaa-7254	855	2	pathways	pathway	NOUN
epaa-7254	855	3	:	:	PUNCT
epaa-7254	855	4	analysis	analysis	NOUN
epaa-7254	855	5	of	of	ADP
epaa-7254	855	6	an	an	DET
epaa-7254	855	7	urban	urban	ADJ
epaa-7254	855	8	science	science	NOUN
epaa-7254	855	9	teaching	teaching	NOUN
epaa-7254	855	10	field	field	NOUN
epaa-7254	855	11	experience	experience	NOUN
epaa-7254	855	12	on	on	ADP
epaa-7254	855	13	noyce	noyce	PROPN
epaa-7254	855	14	scholar	scholar	NOUN
epaa-7254	855	15	-	-	PUNCT
epaa-7254	855	16	science	science	NOUN
epaa-7254	855	17	education	education	NOUN
epaa-7254	855	18	awardees	awardee	NOUN
epaa-7254	855	19	’	'	PUNCT
epaa-7254	855	20	decisions	decision	NOUN
epaa-7254	855	21	to	to	PART
epaa-7254	855	22	teach	teach	VERB
epaa-7254	855	23	science	science	NOUN
epaa-7254	855	24	in	in	ADP
epaa-7254	855	25	a	a	DET
epaa-7254	855	26	high	high	ADJ
epaa-7254	855	27	-	-	PUNCT
epaa-7254	855	28	need	need	NOUN
epaa-7254	855	29	new	new	PROPN
epaa-7254	855	30	york	york	PROPN
epaa-7254	855	31	city	city	PROPN
epaa-7254	855	32	school	school	PROPN
epaa-7254	855	33	.	.	PUNCT
epaa-7254	856	1	school	school	NOUN
epaa-7254	856	2	science	science	NOUN
epaa-7254	856	3	and	and	CCONJ
epaa-7254	856	4	mathematics	mathematic	NOUN
epaa-7254	856	5	,	,	PUNCT
epaa-7254	856	6	114(1	114(1	NUM
epaa-7254	856	7	)	)	PUNCT
epaa-7254	856	8	,	,	PUNCT
epaa-7254	856	9	40–49	40–49	PROPN
epaa-7254	856	10	.	.	PUNCT
epaa-7254	857	1	bolker	bolker	PROPN
epaa-7254	857	2	,	,	PUNCT
epaa-7254	857	3	b.	b.	PROPN
epaa-7254	857	4	,	,	PUNCT
epaa-7254	857	5	bates	bates	PROPN
epaa-7254	857	6	,	,	PUNCT
epaa-7254	857	7	d.	d.	PROPN
epaa-7254	857	8	,	,	PUNCT
epaa-7254	857	9	maechler	maechler	NOUN
epaa-7254	857	10	,	,	PUNCT
epaa-7254	857	11	m.	m.	NOUN
epaa-7254	857	12	,	,	PUNCT
epaa-7254	857	13	walker	walker	PROPN
epaa-7254	857	14	,	,	PUNCT
epaa-7254	857	15	s.	s.	PROPN
epaa-7254	857	16	,	,	PUNCT
epaa-7254	857	17	christensen	christensen	PROPN
epaa-7254	857	18	,	,	PUNCT
epaa-7254	857	19	r.	r.	PROPN
epaa-7254	857	20	h.	h.	PROPN
epaa-7254	857	21	b.	b.	PROPN
epaa-7254	857	22	,	,	PUNCT
epaa-7254	857	23	singmann	singmann	PROPN
epaa-7254	857	24	,	,	PUNCT
epaa-7254	857	25	h.	h.	PROPN
epaa-7254	857	26	,	,	PUNCT
epaa-7254	857	27	dai	dai	PROPN
epaa-7254	857	28	,	,	PUNCT
epaa-7254	857	29	b.	b.	PROPN
epaa-7254	857	30	,	,	PUNCT
epaa-7254	857	31	grothendieck	grothendieck	PROPN
epaa-7254	857	32	,	,	PUNCT
epaa-7254	857	33	g.	g.	PROPN
epaa-7254	857	34	,	,	PUNCT
epaa-7254	857	35	&	&	CCONJ
epaa-7254	857	36	green	green	PROPN
epaa-7254	857	37	,	,	PUNCT
epaa-7254	857	38	p.	p.	NOUN
epaa-7254	857	39	(	(	PUNCT
epaa-7254	857	40	2016	2016	NUM
epaa-7254	857	41	)	)	PUNCT
epaa-7254	857	42	.	.	PUNCT
epaa-7254	858	1	package	package	PROPN
epaa-7254	858	2	lme4	lme4	PROPN
epaa-7254	858	3	.	.	PUNCT
epaa-7254	859	1	aaee	aaee	PROPN
epaa-7254	859	2	.	.	PUNCT
epaa-7254	860	1	bowe	bowe	PROPN
epaa-7254	860	2	,	,	PUNCT
epaa-7254	860	3	a.	a.	PROPN
epaa-7254	860	4	,	,	PUNCT
epaa-7254	860	5	braam	braam	NOUN
epaa-7254	860	6	,	,	PUNCT
epaa-7254	860	7	m.	m.	NOUN
epaa-7254	860	8	,	,	PUNCT
epaa-7254	860	9	lawrenz	lawrenz	PROPN
epaa-7254	860	10	,	,	PUNCT
epaa-7254	860	11	f.	f.	PROPN
epaa-7254	860	12	,	,	PUNCT
epaa-7254	860	13	&	&	CCONJ
epaa-7254	860	14	kirchhoff	kirchhoff	PROPN
epaa-7254	860	15	,	,	PUNCT
epaa-7254	860	16	a.	a.	NOUN
epaa-7254	860	17	(	(	PUNCT
epaa-7254	860	18	2011	2011	NUM
epaa-7254	860	19	)	)	PUNCT
epaa-7254	860	20	.	.	PUNCT
epaa-7254	861	1	comparison	comparison	NOUN
epaa-7254	861	2	of	of	ADP
epaa-7254	861	3	alternative	alternative	ADJ
epaa-7254	861	4	and	and	CCONJ
epaa-7254	861	5	traditional	traditional	ADJ
epaa-7254	861	6	teacher	teacher	NOUN
epaa-7254	861	7	certification	certification	NOUN
epaa-7254	861	8	programs	program	NOUN
epaa-7254	861	9	in	in	ADP
epaa-7254	861	10	terms	term	NOUN
epaa-7254	861	11	of	of	ADP
epaa-7254	861	12	effectiveness	effectiveness	NOUN
epaa-7254	861	13	in	in	ADP
epaa-7254	861	14	encouraging	encourage	VERB
epaa-7254	861	15	stem	stem	NOUN
epaa-7254	861	16	pre	pre	ADJ
epaa-7254	861	17	-	-	ADJ
epaa-7254	861	18	service	service	ADJ
epaa-7254	861	19	teachers	teacher	NOUN
epaa-7254	861	20	to	to	PART
epaa-7254	861	21	teach	teach	VERB
epaa-7254	861	22	in	in	ADP
epaa-7254	861	23	high	high	ADJ
epaa-7254	861	24	need	need	NOUN
epaa-7254	861	25	schools	school	NOUN
epaa-7254	861	26	.	.	PUNCT
epaa-7254	862	1	journal	journal	PROPN
epaa-7254	862	2	of	of	ADP
epaa-7254	862	3	the	the	DET
epaa-7254	862	4	national	national	PROPN
epaa-7254	862	5	association	association	PROPN
epaa-7254	862	6	for	for	ADP
epaa-7254	862	7	alternative	alternative	ADJ
epaa-7254	862	8	certification	certification	NOUN
epaa-7254	862	9	,	,	PUNCT
epaa-7254	862	10	6(1	6(1	NUM
epaa-7254	862	11	)	)	PUNCT
epaa-7254	862	12	,	,	PUNCT
epaa-7254	862	13	26–45	26–45	X
epaa-7254	862	14	.	.	PUNCT
epaa-7254	863	1	brewer	brewer	PROPN
epaa-7254	863	2	,	,	PUNCT
epaa-7254	863	3	s.	s.	PROPN
epaa-7254	863	4	(	(	PUNCT
epaa-7254	863	5	2019	2019	NUM
epaa-7254	863	6	,	,	PUNCT
epaa-7254	863	7	october	october	PROPN
epaa-7254	863	8	23	23	NUM
epaa-7254	863	9	)	)	PUNCT
epaa-7254	863	10	.	.	PUNCT
epaa-7254	864	1	uta	uta	PROPN
epaa-7254	864	2	’s	’s	PART
epaa-7254	864	3	uteach	uteach	ADJ
epaa-7254	864	4	program	program	NOUN
epaa-7254	864	5	shuts	shut	VERB
epaa-7254	864	6	down	down	ADP
epaa-7254	864	7	after	after	ADP
epaa-7254	864	8	nine	nine	NUM
epaa-7254	864	9	years	year	NOUN
epaa-7254	864	10	of	of	ADP
epaa-7254	864	11	operation	operation	NOUN
epaa-7254	864	12	.	.	PUNCT
epaa-7254	865	1	campbell	campbell	PROPN
epaa-7254	865	2	,	,	PUNCT
epaa-7254	865	3	d.	d.	PROPN
epaa-7254	865	4	t.	t.	PROPN
epaa-7254	865	5	,	,	PUNCT
epaa-7254	865	6	&	&	CCONJ
epaa-7254	865	7	stanley	stanley	PROPN
epaa-7254	865	8	,	,	PUNCT
epaa-7254	865	9	j.	j.	PROPN
epaa-7254	865	10	c.	c.	PROPN
epaa-7254	865	11	(	(	PUNCT
epaa-7254	865	12	1963	1963	NUM
epaa-7254	865	13	)	)	PUNCT
epaa-7254	865	14	.	.	PUNCT
epaa-7254	866	1	experimental	experimental	ADJ
epaa-7254	866	2	and	and	CCONJ
epaa-7254	866	3	quasi	quasi	ADJ
epaa-7254	866	4	-	-	ADJ
epaa-7254	866	5	experimental	experimental	ADJ
epaa-7254	866	6	designs	design	NOUN
epaa-7254	866	7	for	for	ADP
epaa-7254	866	8	research	research	NOUN
epaa-7254	866	9	.	.	PUNCT
epaa-7254	867	1	houghton	houghton	PROPN
epaa-7254	867	2	mifflin	mifflin	PROPN
epaa-7254	867	3	.	.	PUNCT
epaa-7254	868	1	cappelli	cappelli	PROPN
epaa-7254	868	2	,	,	PUNCT
epaa-7254	868	3	p.	p.	NOUN
epaa-7254	868	4	h.	h.	PROPN
epaa-7254	869	1	(	(	PUNCT
epaa-7254	869	2	2015	2015	NUM
epaa-7254	869	3	)	)	PUNCT
epaa-7254	869	4	.	.	PUNCT
epaa-7254	870	1	skill	skill	NOUN
epaa-7254	870	2	gaps	gap	NOUN
epaa-7254	870	3	,	,	PUNCT
epaa-7254	870	4	skill	skill	NOUN
epaa-7254	870	5	shortages	shortage	NOUN
epaa-7254	870	6	,	,	PUNCT
epaa-7254	870	7	and	and	CCONJ
epaa-7254	870	8	skill	skill	NOUN
epaa-7254	870	9	mismatches	mismatch	NOUN
epaa-7254	870	10	:	:	PUNCT
epaa-7254	870	11	evidence	evidence	NOUN
epaa-7254	870	12	and	and	CCONJ
epaa-7254	870	13	arguments	argument	NOUN
epaa-7254	870	14	for	for	ADP
epaa-7254	870	15	the	the	DET
epaa-7254	870	16	united	united	PROPN
epaa-7254	870	17	states	states	PROPN
epaa-7254	870	18	.	.	PUNCT
epaa-7254	871	1	industrial	industrial	ADJ
epaa-7254	871	2	and	and	CCONJ
epaa-7254	871	3	labor	labor	NOUN
epaa-7254	871	4	relations	relation	NOUN
epaa-7254	871	5	review	review	PROPN
epaa-7254	871	6	,	,	PUNCT
epaa-7254	871	7	68(2	68(2	NOUN
epaa-7254	871	8	)	)	PUNCT
epaa-7254	871	9	.	.	PUNCT
epaa-7254	872	1	https://doi.org/10.1177/0019793914564961	https://doi.org/10.1177/0019793914564961	PROPN
epaa-7254	872	2	chetty	chetty	PROPN
epaa-7254	872	3	,	,	PUNCT
epaa-7254	872	4	r.	r.	PROPN
epaa-7254	872	5	,	,	PUNCT
epaa-7254	872	6	friedman	friedman	PROPN
epaa-7254	872	7	,	,	PUNCT
epaa-7254	872	8	j.	j.	PROPN
epaa-7254	872	9	n.	n.	PROPN
epaa-7254	872	10	,	,	PUNCT
epaa-7254	872	11	&	&	CCONJ
epaa-7254	872	12	rockoff	rockoff	PROPN
epaa-7254	872	13	,	,	PUNCT
epaa-7254	872	14	j.	j.	PROPN
epaa-7254	872	15	e.	e.	PROPN
epaa-7254	872	16	(	(	PUNCT
epaa-7254	872	17	2011	2011	NUM
epaa-7254	872	18	)	)	PUNCT
epaa-7254	872	19	.	.	PUNCT
epaa-7254	873	1	the	the	DET
epaa-7254	873	2	long	long	ADJ
epaa-7254	873	3	-	-	PUNCT
epaa-7254	873	4	term	term	NOUN
epaa-7254	873	5	impacts	impact	NOUN
epaa-7254	873	6	of	of	ADP
epaa-7254	873	7	teachers	teacher	NOUN
epaa-7254	873	8	:	:	PUNCT
epaa-7254	873	9	teacher	teacher	NOUN
epaa-7254	873	10	value	value	NOUN
epaa-7254	873	11	-	-	PUNCT
epaa-7254	873	12	added	add	VERB
epaa-7254	873	13	and	and	CCONJ
epaa-7254	873	14	student	student	NOUN
epaa-7254	873	15	outcomes	outcome	NOUN
epaa-7254	873	16	in	in	ADP
epaa-7254	873	17	adulthood	adulthood	NOUN
epaa-7254	873	18	(	(	PUNCT
epaa-7254	873	19	working	working	NOUN
epaa-7254	873	20	paper	paper	NOUN
epaa-7254	873	21	no	no	NOUN
epaa-7254	873	22	.	.	PROPN
epaa-7254	873	23	17699	17699	NUM
epaa-7254	873	24	)	)	PUNCT
epaa-7254	873	25	.	.	PUNCT
epaa-7254	874	1	national	national	PROPN
epaa-7254	874	2	bureau	bureau	PROPN
epaa-7254	874	3	of	of	ADP
epaa-7254	874	4	economic	economic	ADJ
epaa-7254	874	5	research	research	NOUN
epaa-7254	874	6	.	.	PUNCT
epaa-7254	875	1	https://doi.org/10.1017/s0018246x06005280	https://doi.org/10.1017/s0018246x06005280	PROPN
epaa-7254	875	2	chetty	chetty	PROPN
epaa-7254	875	3	,	,	PUNCT
epaa-7254	875	4	r.	r.	PROPN
epaa-7254	875	5	,	,	PUNCT
epaa-7254	875	6	friedman	friedman	PROPN
epaa-7254	875	7	,	,	PUNCT
epaa-7254	875	8	j.	j.	PROPN
epaa-7254	875	9	n.	n.	PROPN
epaa-7254	875	10	,	,	PUNCT
epaa-7254	875	11	&	&	CCONJ
epaa-7254	875	12	rockoff	rockoff	PROPN
epaa-7254	875	13	,	,	PUNCT
epaa-7254	875	14	j.	j.	PROPN
epaa-7254	875	15	e.	e.	PROPN
epaa-7254	875	16	(	(	PUNCT
epaa-7254	875	17	2014a	2014a	NUM
epaa-7254	875	18	)	)	PUNCT
epaa-7254	875	19	.	.	PUNCT
epaa-7254	876	1	measuring	measure	VERB
epaa-7254	876	2	the	the	DET
epaa-7254	876	3	impacts	impact	NOUN
epaa-7254	876	4	of	of	ADP
epaa-7254	876	5	teachers	teachers	PROPN
epaa-7254	876	6	ii	ii	PROPN
epaa-7254	876	7	:	:	PUNCT
epaa-7254	876	8	teacher	teacher	NOUN
epaa-7254	876	9	value	value	NOUN
epaa-7254	876	10	-	-	PUNCT
epaa-7254	876	11	added	add	VERB
epaa-7254	876	12	and	and	CCONJ
epaa-7254	876	13	student	student	NOUN
epaa-7254	876	14	outcomes	outcome	NOUN
epaa-7254	876	15	in	in	ADP
epaa-7254	876	16	adulthood	adulthood	NOUN
epaa-7254	876	17	.	.	PUNCT
epaa-7254	877	1	american	american	PROPN
epaa-7254	877	2	economic	economic	PROPN
epaa-7254	877	3	review	review	PROPN
epaa-7254	877	4	,	,	PUNCT
epaa-7254	877	5	104(9	104(9	NUM
epaa-7254	877	6	)	)	PUNCT
epaa-7254	877	7	,	,	PUNCT
epaa-7254	877	8	2633–2679	2633–2679	NUM
epaa-7254	877	9	.	.	PUNCT
epaa-7254	878	1	https://doi.org/10.1257/aer.104.9.2633	https://doi.org/10.1257/aer.104.9.2633	PROPN
epaa-7254	878	2	chetty	chetty	PROPN
epaa-7254	878	3	,	,	PUNCT
epaa-7254	878	4	r.	r.	PROPN
epaa-7254	878	5	,	,	PUNCT
epaa-7254	878	6	friedman	friedman	PROPN
epaa-7254	878	7	,	,	PUNCT
epaa-7254	878	8	j.	j.	PROPN
epaa-7254	878	9	,	,	PUNCT
epaa-7254	878	10	&	&	CCONJ
epaa-7254	878	11	rockoff	rockoff	PROPN
epaa-7254	878	12	,	,	PUNCT
epaa-7254	878	13	j.	j.	PROPN
epaa-7254	878	14	(	(	PUNCT
epaa-7254	878	15	2014b	2014b	NUM
epaa-7254	878	16	)	)	PUNCT
epaa-7254	878	17	.	.	PUNCT
epaa-7254	879	1	discussion	discussion	NOUN
epaa-7254	879	2	of	of	ADP
epaa-7254	879	3	the	the	DET
epaa-7254	879	4	american	american	PROPN
epaa-7254	879	5	statistical	statistical	PROPN
epaa-7254	879	6	association	association	PROPN
epaa-7254	879	7	’s	’s	PART
epaa-7254	879	8	statement	statement	NOUN
epaa-7254	879	9	(	(	PUNCT
epaa-7254	879	10	2014	2014	NUM
epaa-7254	879	11	)	)	PUNCT
epaa-7254	879	12	on	on	ADP
epaa-7254	879	13	using	use	VERB
epaa-7254	879	14	value	value	NOUN
epaa-7254	879	15	-	-	PUNCT
epaa-7254	879	16	added	add	VERB
epaa-7254	879	17	models	model	NOUN
epaa-7254	879	18	for	for	ADP
epaa-7254	879	19	educational	educational	ADJ
epaa-7254	879	20	assessment	assessment	NOUN
epaa-7254	879	21	.	.	PUNCT
epaa-7254	880	1	statistics	statistic	NOUN
epaa-7254	880	2	and	and	CCONJ
epaa-7254	880	3	public	public	ADJ
epaa-7254	880	4	policy	policy	NOUN
epaa-7254	880	5	,	,	PUNCT
epaa-7254	880	6	1(1	1(1	NUM
epaa-7254	880	7	)	)	PUNCT
epaa-7254	880	8	,	,	PUNCT
epaa-7254	880	9	111–113	111–113	NUM
epaa-7254	880	10	.	.	PUNCT
epaa-7254	881	1	https://doi.org/10.1080/2330443x.2014.955227	https://doi.org/10.1080/2330443x.2014.955227	PROPN
epaa-7254	881	2	education	education	NOUN
epaa-7254	881	3	policy	policy	NOUN
epaa-7254	881	4	analysis	analysis	NOUN
epaa-7254	881	5	archives	archive	NOUN
epaa-7254	881	6	vol	vol	NOUN
epaa-7254	881	7	.	.	PROPN
epaa-7254	882	1	30	30	NUM
epaa-7254	882	2	no	no	NOUN
epaa-7254	882	3	.	.	PUNCT
epaa-7254	883	1	147	147	NUM
epaa-7254	883	2	30	30	NUM
epaa-7254	883	3	code.org	code.org	X
epaa-7254	883	4	advocacy	advocacy	NOUN
epaa-7254	883	5	coalition	coalition	NOUN
epaa-7254	883	6	,	,	PUNCT
epaa-7254	883	7	computer	computer	NOUN
epaa-7254	883	8	science	science	NOUN
epaa-7254	883	9	teaching	teaching	NOUN
epaa-7254	883	10	association	association	PROPN
epaa-7254	883	11	,	,	PUNCT
epaa-7254	883	12	&	&	CCONJ
epaa-7254	883	13	expanding	expand	VERB
epaa-7254	883	14	computing	compute	VERB
epaa-7254	883	15	education	education	NOUN
epaa-7254	883	16	pathways	pathway	NOUN
epaa-7254	883	17	.	.	PUNCT
epaa-7254	884	1	(	(	PUNCT
epaa-7254	884	2	2021	2021	NUM
epaa-7254	884	3	)	)	PUNCT
epaa-7254	884	4	.	.	PUNCT
epaa-7254	885	1	2021	2021	NUM
epaa-7254	885	2	state	state	NOUN
epaa-7254	885	3	of	of	ADP
epaa-7254	885	4	computer	computer	NOUN
epaa-7254	885	5	science	science	NOUN
epaa-7254	885	6	education	education	NOUN
epaa-7254	885	7	.	.	PUNCT
epaa-7254	886	1	https://advocacy.code.org/2021_state_of_cs.pdf	https://advocacy.code.org/2021_state_of_cs.pdf	ADP
epaa-7254	886	2	darling	darling	PROPN
epaa-7254	886	3	-	-	PUNCT
epaa-7254	886	4	hammond	hammond	PROPN
epaa-7254	886	5	,	,	PUNCT
epaa-7254	886	6	l.	l.	PROPN
epaa-7254	886	7	,	,	PUNCT
epaa-7254	886	8	amrein	amrein	PROPN
epaa-7254	886	9	-	-	PUNCT
epaa-7254	886	10	beardsley	beardsley	PROPN
epaa-7254	886	11	,	,	PUNCT
epaa-7254	886	12	a.	a.	NOUN
epaa-7254	886	13	,	,	PUNCT
epaa-7254	886	14	haertel	haertel	PROPN
epaa-7254	886	15	,	,	PUNCT
epaa-7254	886	16	e.	e.	PROPN
epaa-7254	886	17	,	,	PUNCT
epaa-7254	886	18	&	&	CCONJ
epaa-7254	886	19	rothstein	rothstein	PROPN
epaa-7254	886	20	,	,	PUNCT
epaa-7254	886	21	j.	j.	PROPN
epaa-7254	886	22	(	(	PUNCT
epaa-7254	886	23	2012	2012	NUM
epaa-7254	886	24	)	)	PUNCT
epaa-7254	886	25	.	.	PUNCT
epaa-7254	887	1	evaluating	evaluate	VERB
epaa-7254	887	2	teacher	teacher	NOUN
epaa-7254	887	3	evaluation	evaluation	NOUN
epaa-7254	887	4	.	.	PUNCT
epaa-7254	888	1	phi	phi	NOUN
epaa-7254	888	2	delta	delta	NOUN
epaa-7254	888	3	kappan	kappan	PROPN
epaa-7254	888	4	,	,	PUNCT
epaa-7254	888	5	93(6	93(6	NOUN
epaa-7254	888	6	)	)	PUNCT
epaa-7254	888	7	,	,	PUNCT
epaa-7254	888	8	8–15	8–15	PROPN
epaa-7254	888	9	.	.	PROPN
epaa-7254	888	10	https://doi.org/10.1177/003172171209300603	https://doi.org/10.1177/003172171209300603	PROPN
epaa-7254	888	11	darling	darling	NOUN
epaa-7254	888	12	-	-	PUNCT
epaa-7254	888	13	hammond	hammond	PROPN
epaa-7254	888	14	,	,	PUNCT
epaa-7254	888	15	l.	l.	PROPN
epaa-7254	888	16	,	,	PUNCT
epaa-7254	888	17	&	&	CCONJ
epaa-7254	888	18	podolsky	podolsky	PROPN
epaa-7254	888	19	,	,	PUNCT
epaa-7254	888	20	a.	a.	NOUN
epaa-7254	888	21	(	(	PUNCT
epaa-7254	888	22	2019	2019	NUM
epaa-7254	888	23	)	)	PUNCT
epaa-7254	888	24	.	.	PUNCT
epaa-7254	889	1	breaking	break	VERB
epaa-7254	889	2	the	the	DET
epaa-7254	889	3	cycle	cycle	NOUN
epaa-7254	889	4	of	of	ADP
epaa-7254	889	5	teacher	teacher	NOUN
epaa-7254	889	6	shortages	shortage	NOUN
epaa-7254	889	7	:	:	PUNCT
epaa-7254	889	8	what	what	PRON
epaa-7254	889	9	kind	kind	NOUN
epaa-7254	889	10	of	of	ADP
epaa-7254	889	11	policies	policy	NOUN
epaa-7254	889	12	can	can	AUX
epaa-7254	889	13	make	make	VERB
epaa-7254	889	14	a	a	DET
epaa-7254	889	15	difference	difference	NOUN
epaa-7254	889	16	?	?	PUNCT
epaa-7254	890	1	education	education	NOUN
epaa-7254	890	2	policy	policy	NOUN
epaa-7254	890	3	analysis	analysis	NOUN
epaa-7254	890	4	archives	archive	NOUN
epaa-7254	890	5	,	,	PUNCT
epaa-7254	890	6	27(34	27(34	NUM
epaa-7254	890	7	)	)	PUNCT
epaa-7254	890	8	.	.	PUNCT
epaa-7254	891	1	friedman	friedman	PROPN
epaa-7254	891	2	,	,	PUNCT
epaa-7254	891	3	j.	j.	PROPN
epaa-7254	891	4	n.	n.	PROPN
epaa-7254	891	5	,	,	PUNCT
epaa-7254	891	6	rockoff	rockoff	PROPN
epaa-7254	891	7	,	,	PUNCT
epaa-7254	891	8	j.	j.	PROPN
epaa-7254	891	9	e.	e.	PROPN
epaa-7254	891	10	,	,	PUNCT
epaa-7254	891	11	&	&	CCONJ
epaa-7254	891	12	chetty	chetty	PROPN
epaa-7254	891	13	,	,	PUNCT
epaa-7254	891	14	r.	r.	PROPN
epaa-7254	891	15	(	(	PUNCT
epaa-7254	891	16	2014	2014	NUM
epaa-7254	891	17	)	)	PUNCT
epaa-7254	891	18	.	.	PUNCT
epaa-7254	892	1	measuring	measure	VERB
epaa-7254	892	2	the	the	DET
epaa-7254	892	3	impacts	impact	NOUN
epaa-7254	892	4	of	of	ADP
epaa-7254	892	5	teachers	teacher	NOUN
epaa-7254	892	6	i	i	PRON
epaa-7254	892	7	:	:	PUNCT
epaa-7254	892	8	evaluating	evaluate	VERB
epaa-7254	892	9	bias	bias	NOUN
epaa-7254	892	10	in	in	ADP
epaa-7254	892	11	teacher	teacher	NOUN
epaa-7254	892	12	value	value	NOUN
epaa-7254	892	13	-	-	PUNCT
epaa-7254	892	14	added	add	VERB
epaa-7254	892	15	estimates	estimate	NOUN
epaa-7254	892	16	.	.	PUNCT
epaa-7254	893	1	american	american	PROPN
epaa-7254	893	2	economic	economic	PROPN
epaa-7254	893	3	review	review	PROPN
epaa-7254	893	4	,	,	PUNCT
epaa-7254	893	5	104(9	104(9	NUM
epaa-7254	893	6	)	)	PUNCT
epaa-7254	893	7	,	,	PUNCT
epaa-7254	893	8	2593–2632	2593–2632	NUM
epaa-7254	893	9	.	.	PUNCT
epaa-7254	894	1	https://www.aeaweb.org/articles?id=10.1257/aer.104.9.2593	https://www.aeaweb.org/articles?id=10.1257/aer.104.9.2593	PROPN
epaa-7254	894	2	friedman	friedman	PROPN
epaa-7254	894	3	,	,	PUNCT
epaa-7254	894	4	t.	t.	PROPN
epaa-7254	894	5	(	(	PUNCT
epaa-7254	894	6	2005	2005	NUM
epaa-7254	894	7	)	)	PUNCT
epaa-7254	894	8	.	.	PUNCT
epaa-7254	895	1	the	the	DET
epaa-7254	895	2	world	world	NOUN
epaa-7254	895	3	is	be	AUX
epaa-7254	895	4	flat	flat	ADJ
epaa-7254	895	5	:	:	PUNCT
epaa-7254	895	6	a	a	DET
epaa-7254	895	7	brief	brief	ADJ
epaa-7254	895	8	history	history	NOUN
epaa-7254	895	9	of	of	ADP
epaa-7254	895	10	the	the	DET
epaa-7254	895	11	twenty	twenty	NUM
epaa-7254	895	12	-	-	PUNCT
epaa-7254	895	13	first	first	ADJ
epaa-7254	895	14	century	century	NOUN
epaa-7254	895	15	.	.	PUNCT
epaa-7254	896	1	farrar	farrar	PROPN
epaa-7254	896	2	,	,	PUNCT
epaa-7254	896	3	straus	straus	PROPN
epaa-7254	896	4	and	and	CCONJ
epaa-7254	896	5	giroux	giroux	NOUN
epaa-7254	896	6	.	.	PUNCT
epaa-7254	897	1	https://doi.org/10.1021/nn403389h	https://doi.org/10.1021/nn403389h	NOUN
epaa-7254	897	2	government	government	NOUN
epaa-7254	897	3	accounting	accounting	NOUN
epaa-7254	897	4	office	office	NOUN
epaa-7254	897	5	.	.	PUNCT
epaa-7254	898	1	(	(	PUNCT
epaa-7254	898	2	1992	1992	NUM
epaa-7254	898	3	)	)	PUNCT
epaa-7254	898	4	.	.	PUNCT
epaa-7254	899	1	the	the	DET
epaa-7254	899	2	eisenhower	eisenhower	PROPN
epaa-7254	899	3	math	math	PROPN
epaa-7254	899	4	and	and	CCONJ
epaa-7254	899	5	science	science	NOUN
epaa-7254	899	6	state	state	NOUN
epaa-7254	899	7	grant	grant	NOUN
epaa-7254	899	8	program	program	NOUN
epaa-7254	899	9	.	.	PUNCT
epaa-7254	900	1	https://www.gao.gov/products/hrd-93-25	https://www.gao.gov/products/hrd-93-25	PROPN
epaa-7254	900	2	hanushek	hanushek	PROPN
epaa-7254	900	3	,	,	PUNCT
epaa-7254	900	4	e.	e.	PROPN
epaa-7254	900	5	(	(	PUNCT
epaa-7254	900	6	1971	1971	NUM
epaa-7254	900	7	)	)	PUNCT
epaa-7254	900	8	.	.	PUNCT
epaa-7254	901	1	teacher	teacher	NOUN
epaa-7254	901	2	characteristics	characteristic	NOUN
epaa-7254	901	3	and	and	CCONJ
epaa-7254	901	4	gains	gain	NOUN
epaa-7254	901	5	in	in	ADP
epaa-7254	901	6	student	student	NOUN
epaa-7254	901	7	achievement	achievement	NOUN
epaa-7254	901	8	:	:	PUNCT
epaa-7254	901	9	estimation	estimation	NOUN
epaa-7254	901	10	using	use	VERB
epaa-7254	901	11	micro	micro	PROPN
epaa-7254	901	12	data	data	PROPN
epaa-7254	901	13	.	.	PUNCT
epaa-7254	902	1	american	american	PROPN
epaa-7254	902	2	economic	economic	PROPN
epaa-7254	902	3	review	review	PROPN
epaa-7254	902	4	,	,	PUNCT
epaa-7254	902	5	61	61	NUM
epaa-7254	902	6	,	,	PUNCT
epaa-7254	902	7	280–288	280–288	NUM
epaa-7254	902	8	.	.	PUNCT
epaa-7254	903	1	hanushek	hanushek	PROPN
epaa-7254	903	2	,	,	PUNCT
epaa-7254	903	3	e.	e.	PROPN
epaa-7254	903	4	(	(	PUNCT
epaa-7254	903	5	2011	2011	NUM
epaa-7254	903	6	)	)	PUNCT
epaa-7254	903	7	.	.	PUNCT
epaa-7254	904	1	the	the	DET
epaa-7254	904	2	economic	economic	ADJ
epaa-7254	904	3	value	value	NOUN
epaa-7254	904	4	of	of	ADP
epaa-7254	904	5	higher	high	ADJ
epaa-7254	904	6	teacher	teacher	NOUN
epaa-7254	904	7	quality	quality	NOUN
epaa-7254	904	8	.	.	PUNCT
epaa-7254	905	1	economics	economic	NOUN
epaa-7254	905	2	of	of	ADP
epaa-7254	905	3	education	education	PROPN
epaa-7254	905	4	review	review	PROPN
epaa-7254	905	5	,	,	PUNCT
epaa-7254	905	6	30(3	30(3	NUM
epaa-7254	905	7	)	)	PUNCT
epaa-7254	905	8	,	,	PUNCT
epaa-7254	905	9	466–479	466–479	NUM
epaa-7254	905	10	.	.	PUNCT
epaa-7254	906	1	https://doi.org/10.1016/j.econedurev.2010.12.006	https://doi.org/10.1016/j.econedurev.2010.12.006	PROPN
epaa-7254	906	2	harris	harris	PROPN
epaa-7254	906	3	,	,	PUNCT
epaa-7254	906	4	d.	d.	PROPN
epaa-7254	906	5	n.	n.	PROPN
epaa-7254	906	6	,	,	PUNCT
epaa-7254	906	7	&	&	CCONJ
epaa-7254	906	8	sass	sass	VERB
epaa-7254	906	9	,	,	PUNCT
epaa-7254	906	10	t.	t.	PROPN
epaa-7254	906	11	r.	r.	PROPN
epaa-7254	906	12	(	(	PUNCT
epaa-7254	906	13	2011	2011	NUM
epaa-7254	906	14	)	)	PUNCT
epaa-7254	906	15	.	.	PUNCT
epaa-7254	907	1	teacher	teacher	NOUN
epaa-7254	907	2	training	training	NOUN
epaa-7254	907	3	,	,	PUNCT
epaa-7254	907	4	teacher	teacher	NOUN
epaa-7254	907	5	quality	quality	NOUN
epaa-7254	907	6	and	and	CCONJ
epaa-7254	907	7	student	student	NOUN
epaa-7254	907	8	achievement	achievement	NOUN
epaa-7254	907	9	.	.	PUNCT
epaa-7254	908	1	journal	journal	NOUN
epaa-7254	908	2	of	of	ADP
epaa-7254	908	3	public	public	ADJ
epaa-7254	908	4	economics	economic	NOUN
epaa-7254	908	5	.	.	PUNCT
epaa-7254	909	1	https://doi.org/10.1016/j.jpubeco.2010.11.009	https://doi.org/10.1016/j.jpubeco.2010.11.009	PROPN
epaa-7254	909	2	hill	hill	PROPN
epaa-7254	909	3	,	,	PUNCT
epaa-7254	909	4	h.	h.	PROPN
epaa-7254	909	5	c.	c.	PROPN
epaa-7254	909	6	,	,	PUNCT
epaa-7254	909	7	kapitula	kapitula	PROPN
epaa-7254	909	8	,	,	PUNCT
epaa-7254	909	9	l.	l.	PROPN
epaa-7254	909	10	,	,	PUNCT
epaa-7254	909	11	&	&	CCONJ
epaa-7254	909	12	umland	umland	PROPN
epaa-7254	909	13	,	,	PUNCT
epaa-7254	909	14	k.	k.	PROPN
epaa-7254	909	15	(	(	PUNCT
epaa-7254	909	16	2011	2011	NUM
epaa-7254	909	17	)	)	PUNCT
epaa-7254	909	18	.	.	PUNCT
epaa-7254	910	1	a	a	DET
epaa-7254	910	2	validity	validity	NOUN
epaa-7254	910	3	argument	argument	NOUN
epaa-7254	910	4	approach	approach	NOUN
epaa-7254	910	5	to	to	ADP
epaa-7254	910	6	evaluating	evaluate	VERB
epaa-7254	910	7	teacher	teacher	NOUN
epaa-7254	910	8	value	value	NOUN
epaa-7254	910	9	-	-	PUNCT
epaa-7254	910	10	added	add	VERB
epaa-7254	910	11	scores	score	NOUN
epaa-7254	910	12	.	.	PUNCT
epaa-7254	911	1	american	american	ADJ
epaa-7254	911	2	educational	educational	PROPN
epaa-7254	911	3	research	research	PROPN
epaa-7254	911	4	journal	journal	PROPN
epaa-7254	911	5	,	,	PUNCT
epaa-7254	911	6	48(3	48(3	PROPN
epaa-7254	911	7	)	)	PUNCT
epaa-7254	911	8	,	,	PUNCT
epaa-7254	911	9	794–831	794–831	NUM
epaa-7254	911	10	.	.	PUNCT
epaa-7254	912	1	https://doi.org/10.3102/0002831210387916	https://doi.org/10.3102/0002831210387916	PROPN
epaa-7254	912	2	hobson	hobson	PROPN
epaa-7254	912	3	hargraves	hargraves	PROPN
epaa-7254	912	4	,	,	PUNCT
epaa-7254	912	5	r.	r.	PROPN
epaa-7254	912	6	(	(	PUNCT
epaa-7254	912	7	2022	2022	NUM
epaa-7254	912	8	)	)	PUNCT
epaa-7254	912	9	.	.	PUNCT
epaa-7254	913	1	nsf	nsf	PROPN
epaa-7254	913	2	noyce	noyce	PROPN
epaa-7254	913	3	program	program	PROPN
epaa-7254	913	4	20th	20th	ADJ
epaa-7254	913	5	anniversary	anniversary	NOUN
epaa-7254	913	6	.	.	PUNCT
epaa-7254	914	1	https://www.nsf.gov/ehr/videos/noyceanniversary.jsp	https://www.nsf.gov/ehr/videos/noyceanniversary.jsp	PROPN
epaa-7254	914	2	.	.	PROPN
epaa-7254	914	3	also	also	ADV
epaa-7254	914	4	announced	announce	VERB
epaa-7254	914	5	at	at	ADP
epaa-7254	914	6	fall	fall	NOUN
epaa-7254	914	7	2019	2019	NUM
epaa-7254	914	8	midwestern	midwestern	ADJ
epaa-7254	914	9	noyce	noyce	PROPN
epaa-7254	914	10	conference	conference	PROPN
epaa-7254	914	11	.	.	PUNCT
epaa-7254	915	1	hoeg	hoeg	PROPN
epaa-7254	915	2	,	,	PUNCT
epaa-7254	915	3	d.	d.	PROPN
epaa-7254	915	4	,	,	PUNCT
epaa-7254	915	5	&	&	CCONJ
epaa-7254	915	6	bencze	bencze	PROPN
epaa-7254	915	7	,	,	PUNCT
epaa-7254	915	8	l.	l.	PROPN
epaa-7254	915	9	(	(	PUNCT
epaa-7254	915	10	2017	2017	NUM
epaa-7254	915	11	)	)	PUNCT
epaa-7254	915	12	.	.	PUNCT
epaa-7254	916	1	rising	rise	VERB
epaa-7254	916	2	against	against	ADP
epaa-7254	916	3	a	a	DET
epaa-7254	916	4	gathering	gathering	NOUN
epaa-7254	916	5	storm	storm	NOUN
epaa-7254	916	6	:	:	PUNCT
epaa-7254	916	7	a	a	DET
epaa-7254	916	8	biopolitical	biopolitical	ADJ
epaa-7254	916	9	analysis	analysis	NOUN
epaa-7254	916	10	of	of	ADP
epaa-7254	916	11	citizenship	citizenship	NOUN
epaa-7254	916	12	in	in	ADP
epaa-7254	916	13	stem	stem	NOUN
epaa-7254	916	14	policy	policy	NOUN
epaa-7254	916	15	.	.	PUNCT
epaa-7254	917	1	cultural	cultural	ADJ
epaa-7254	917	2	studies	study	NOUN
epaa-7254	917	3	of	of	ADP
epaa-7254	917	4	science	science	NOUN
epaa-7254	917	5	education	education	NOUN
epaa-7254	917	6	,	,	PUNCT
epaa-7254	917	7	12(4	12(4	NUM
epaa-7254	917	8	)	)	PUNCT
epaa-7254	917	9	.	.	PUNCT
epaa-7254	918	1	https://doi.org/10.1007/s11422-0179838-9	https://doi.org/10.1007/s11422-0179838-9	PROPN
epaa-7254	918	2	imbens	imbens	PROPN
epaa-7254	918	3	,	,	PUNCT
epaa-7254	918	4	g.	g.	PROPN
epaa-7254	918	5	,	,	PUNCT
epaa-7254	918	6	&	&	CCONJ
epaa-7254	918	7	rubin	rubin	PROPN
epaa-7254	918	8	,	,	PUNCT
epaa-7254	918	9	d.	d.	PROPN
epaa-7254	918	10	b.	b.	PROPN
epaa-7254	918	11	(	(	PUNCT
epaa-7254	918	12	2015	2015	NUM
epaa-7254	918	13	)	)	PUNCT
epaa-7254	918	14	.	.	PUNCT
epaa-7254	919	1	causal	causal	ADJ
epaa-7254	919	2	inference	inference	NOUN
epaa-7254	919	3	for	for	ADP
epaa-7254	919	4	statistics	statistic	NOUN
epaa-7254	919	5	,	,	PUNCT
epaa-7254	919	6	social	social	ADJ
epaa-7254	919	7	,	,	PUNCT
epaa-7254	919	8	and	and	CCONJ
epaa-7254	919	9	biomedical	biomedical	ADJ
epaa-7254	919	10	sciences	science	NOUN
epaa-7254	919	11	:	:	PUNCT
epaa-7254	919	12	an	an	DET
epaa-7254	919	13	introduction	introduction	NOUN
epaa-7254	919	14	.	.	PUNCT
epaa-7254	920	1	cambridge	cambridge	PROPN
epaa-7254	920	2	university	university	PROPN
epaa-7254	920	3	press	press	NOUN
epaa-7254	920	4	.	.	PUNCT
epaa-7254	921	1	jackson	jackson	PROPN
epaa-7254	921	2	,	,	PUNCT
epaa-7254	921	3	c.	c.	PROPN
epaa-7254	921	4	k.	k.	PROPN
epaa-7254	921	5	(	(	PUNCT
epaa-7254	921	6	2014	2014	NUM
epaa-7254	921	7	)	)	PUNCT
epaa-7254	921	8	.	.	PUNCT
epaa-7254	922	1	teacher	teacher	NOUN
epaa-7254	922	2	quality	quality	NOUN
epaa-7254	922	3	at	at	ADP
epaa-7254	922	4	the	the	DET
epaa-7254	922	5	high	high	ADJ
epaa-7254	922	6	school	school	NOUN
epaa-7254	922	7	level	level	NOUN
epaa-7254	922	8	:	:	PUNCT
epaa-7254	922	9	the	the	DET
epaa-7254	922	10	importance	importance	NOUN
epaa-7254	922	11	of	of	ADP
epaa-7254	922	12	accounting	account	VERB
epaa-7254	922	13	for	for	ADP
epaa-7254	922	14	tracks	track	NOUN
epaa-7254	922	15	.	.	PUNCT
epaa-7254	923	1	journal	journal	NOUN
epaa-7254	923	2	of	of	ADP
epaa-7254	923	3	labor	labor	NOUN
epaa-7254	923	4	economics	economic	NOUN
epaa-7254	923	5	,	,	PUNCT
epaa-7254	923	6	32	32	NUM
epaa-7254	923	7	,	,	PUNCT
epaa-7254	923	8	645–684	645–684	NUM
epaa-7254	923	9	.	.	PUNCT
epaa-7254	924	1	https://doi.org/10.1086/676017	https://doi.org/10.1086/676017	PROPN
epaa-7254	924	2	kane	kane	PROPN
epaa-7254	924	3	,	,	PUNCT
epaa-7254	924	4	t.	t.	PROPN
epaa-7254	924	5	j.	j.	PROPN
epaa-7254	924	6	,	,	PUNCT
epaa-7254	924	7	rockoff	rockoff	PROPN
epaa-7254	924	8	,	,	PUNCT
epaa-7254	924	9	j.	j.	PROPN
epaa-7254	924	10	e.	e.	PROPN
epaa-7254	924	11	,	,	PUNCT
epaa-7254	924	12	&	&	CCONJ
epaa-7254	924	13	staiger	staiger	PROPN
epaa-7254	924	14	,	,	PUNCT
epaa-7254	924	15	d.	d.	PROPN
epaa-7254	924	16	o.	o.	PROPN
epaa-7254	924	17	(	(	PUNCT
epaa-7254	924	18	2008	2008	NUM
epaa-7254	924	19	)	)	PUNCT
epaa-7254	924	20	.	.	PUNCT
epaa-7254	925	1	what	what	PRON
epaa-7254	925	2	does	do	AUX
epaa-7254	925	3	certification	certification	NOUN
epaa-7254	925	4	tell	tell	VERB
epaa-7254	925	5	us	we	PRON
epaa-7254	925	6	about	about	ADP
epaa-7254	925	7	teacher	teacher	NOUN
epaa-7254	925	8	effectiveness	effectiveness	NOUN
epaa-7254	925	9	?	?	PUNCT
epaa-7254	926	1	evidence	evidence	NOUN
epaa-7254	926	2	from	from	ADP
epaa-7254	926	3	new	new	PROPN
epaa-7254	926	4	york	york	PROPN
epaa-7254	926	5	city	city	PROPN
epaa-7254	926	6	.	.	PUNCT
epaa-7254	927	1	economics	economic	NOUN
epaa-7254	927	2	of	of	ADP
epaa-7254	927	3	education	education	PROPN
epaa-7254	927	4	review	review	PROPN
epaa-7254	927	5	,	,	PUNCT
epaa-7254	927	6	27(6	27(6	NUM
epaa-7254	927	7	)	)	PUNCT
epaa-7254	927	8	,	,	PUNCT
epaa-7254	927	9	615–631	615–631	NUM
epaa-7254	927	10	.	.	PUNCT
epaa-7254	928	1	https://doi.org/10.1016/j.econedurev.2007.05.005	https://doi.org/10.1016/j.econedurev.2007.05.005	PROPN
epaa-7254	928	2	kane	kane	NOUN
epaa-7254	928	3	,	,	PUNCT
epaa-7254	928	4	t.	t.	PROPN
epaa-7254	928	5	j.	j.	PROPN
epaa-7254	928	6	,	,	PUNCT
epaa-7254	928	7	&	&	CCONJ
epaa-7254	928	8	staiger	staiger	PROPN
epaa-7254	928	9	,	,	PUNCT
epaa-7254	928	10	d.	d.	PROPN
epaa-7254	928	11	o.	o.	PROPN
epaa-7254	928	12	(	(	PUNCT
epaa-7254	928	13	2008	2008	NUM
epaa-7254	928	14	)	)	PUNCT
epaa-7254	928	15	.	.	PUNCT
epaa-7254	929	1	estimating	estimate	VERB
epaa-7254	929	2	teacher	teacher	NOUN
epaa-7254	929	3	impacts	impact	NOUN
epaa-7254	929	4	on	on	ADP
epaa-7254	929	5	student	student	NOUN
epaa-7254	929	6	achievement	achievement	NOUN
epaa-7254	929	7	:	:	PUNCT
epaa-7254	929	8	an	an	DET
epaa-7254	929	9	experimental	experimental	ADJ
epaa-7254	929	10	evaluation	evaluation	NOUN
epaa-7254	929	11	(	(	PUNCT
epaa-7254	929	12	nber	nber	PROPN
epaa-7254	929	13	working	working	PROPN
epaa-7254	929	14	paper	paper	PROPN
epaa-7254	929	15	no	no	INTJ
epaa-7254	929	16	.	.	PROPN
epaa-7254	929	17	14607	14607	NUM
epaa-7254	929	18	)	)	PUNCT
epaa-7254	929	19	.	.	PUNCT
epaa-7254	930	1	http://www.nber.org/papers/w14607	http://www.nber.org/papers/w14607	PROPN
epaa-7254	930	2	kirchhoff	kirchhoff	PROPN
epaa-7254	930	3	,	,	PUNCT
epaa-7254	930	4	a.	a.	PROPN
epaa-7254	930	5	,	,	PUNCT
epaa-7254	930	6	&	&	CCONJ
epaa-7254	930	7	lawrenz	lawrenz	PROPN
epaa-7254	930	8	,	,	PUNCT
epaa-7254	930	9	f.	f.	PROPN
epaa-7254	930	10	(	(	PUNCT
epaa-7254	930	11	2011	2011	NUM
epaa-7254	930	12	)	)	PUNCT
epaa-7254	930	13	.	.	PUNCT
epaa-7254	931	1	the	the	DET
epaa-7254	931	2	use	use	NOUN
epaa-7254	931	3	of	of	ADP
epaa-7254	931	4	grounded	ground	VERB
epaa-7254	931	5	theory	theory	NOUN
epaa-7254	931	6	to	to	PART
epaa-7254	931	7	investigate	investigate	VERB
epaa-7254	931	8	the	the	DET
epaa-7254	931	9	role	role	NOUN
epaa-7254	931	10	of	of	ADP
epaa-7254	931	11	teacher	teacher	NOUN
epaa-7254	931	12	education	education	NOUN
epaa-7254	931	13	on	on	ADP
epaa-7254	931	14	stem	stem	NOUN
epaa-7254	931	15	teachers	teacher	NOUN
epaa-7254	931	16	’	’	PART
epaa-7254	931	17	career	career	NOUN
epaa-7254	931	18	paths	path	NOUN
epaa-7254	931	19	in	in	ADP
epaa-7254	931	20	high	high	ADJ
epaa-7254	931	21	-	-	PUNCT
epaa-7254	931	22	need	need	NOUN
epaa-7254	931	23	schools	school	NOUN
epaa-7254	931	24	.	.	PUNCT
epaa-7254	932	1	journal	journal	PROPN
epaa-7254	932	2	of	of	ADP
epaa-7254	932	3	teacher	teacher	NOUN
epaa-7254	932	4	education	education	NOUN
epaa-7254	932	5	.	.	PUNCT
epaa-7254	933	1	https://doi.org/10.1177/0022487110397840	https://doi.org/10.1177/0022487110397840	NOUN
epaa-7254	933	2	koedel	koedel	PROPN
epaa-7254	933	3	,	,	PUNCT
epaa-7254	933	4	c.	c.	NOUN
epaa-7254	933	5	,	,	PUNCT
epaa-7254	933	6	mihaly	mihaly	PROPN
epaa-7254	933	7	,	,	PUNCT
epaa-7254	933	8	k.	k.	PROPN
epaa-7254	933	9	,	,	PUNCT
epaa-7254	933	10	&	&	CCONJ
epaa-7254	933	11	rockoff	rockoff	PROPN
epaa-7254	933	12	,	,	PUNCT
epaa-7254	933	13	j.	j.	PROPN
epaa-7254	933	14	e.	e.	PROPN
epaa-7254	933	15	(	(	PUNCT
epaa-7254	933	16	2015	2015	NUM
epaa-7254	933	17	)	)	PUNCT
epaa-7254	933	18	.	.	PUNCT
epaa-7254	934	1	value	value	NOUN
epaa-7254	934	2	-	-	PUNCT
epaa-7254	934	3	added	add	VERB
epaa-7254	934	4	modeling	modeling	NOUN
epaa-7254	934	5	:	:	PUNCT
epaa-7254	934	6	a	a	DET
epaa-7254	934	7	review	review	NOUN
epaa-7254	934	8	.	.	PUNCT
epaa-7254	935	1	economics	economic	NOUN
epaa-7254	935	2	of	of	ADP
epaa-7254	935	3	education	education	PROPN
epaa-7254	935	4	review	review	NOUN
epaa-7254	935	5	,	,	PUNCT
epaa-7254	935	6	47	47	NUM
epaa-7254	935	7	,	,	PUNCT
epaa-7254	935	8	180–195	180–195	NUM
epaa-7254	935	9	.	.	PUNCT
epaa-7254	936	1	https://doi.org/10.1016/j.econedurev.2015.01.006	https://doi.org/10.1016/j.econedurev.2015.01.006	ADJ
epaa-7254	936	2	koedel	koedel	NOUN
epaa-7254	936	3	,	,	PUNCT
epaa-7254	936	4	c.	c.	NOUN
epaa-7254	936	5	,	,	PUNCT
epaa-7254	936	6	parsons	parson	NOUN
epaa-7254	936	7	,	,	PUNCT
epaa-7254	936	8	e.	e.	PROPN
epaa-7254	936	9	,	,	PUNCT
epaa-7254	936	10	podgursky	podgursky	NOUN
epaa-7254	936	11	,	,	PUNCT
epaa-7254	936	12	m.	m.	NOUN
epaa-7254	936	13	,	,	PUNCT
epaa-7254	936	14	&	&	CCONJ
epaa-7254	936	15	ehlert	ehlert	PROPN
epaa-7254	936	16	,	,	PUNCT
epaa-7254	936	17	m.	m.	NOUN
epaa-7254	936	18	(	(	PUNCT
epaa-7254	936	19	2015	2015	NUM
epaa-7254	936	20	)	)	PUNCT
epaa-7254	936	21	.	.	PUNCT
epaa-7254	937	1	teacher	teacher	NOUN
epaa-7254	937	2	preparation	preparation	NOUN
epaa-7254	937	3	programs	program	NOUN
epaa-7254	937	4	and	and	CCONJ
epaa-7254	937	5	teacher	teacher	NOUN
epaa-7254	937	6	quality	quality	NOUN
epaa-7254	937	7	:	:	PUNCT
epaa-7254	937	8	are	be	AUX
epaa-7254	937	9	there	there	PRON
epaa-7254	937	10	real	real	ADJ
epaa-7254	937	11	differences	difference	NOUN
epaa-7254	937	12	across	across	ADP
epaa-7254	937	13	programs	program	NOUN
epaa-7254	937	14	?	?	PUNCT
epaa-7254	938	1	education	education	NOUN
epaa-7254	938	2	finance	finance	NOUN
epaa-7254	938	3	and	and	CCONJ
epaa-7254	938	4	policy	policy	NOUN
epaa-7254	938	5	,	,	PUNCT
epaa-7254	938	6	10	10	NUM
epaa-7254	938	7	,	,	PUNCT
epaa-7254	938	8	508	508	NUM
epaa-7254	938	9	–	–	PUNCT
epaa-7254	938	10	534	534	NUM
epaa-7254	938	11	.	.	PUNCT
epaa-7254	939	1	https://doi.org/10.1162/edfp_a_00172	https://doi.org/10.1162/edfp_a_00172	NOUN
epaa-7254	939	2	https://doi.org/10.3102/0002831210387916	https://doi.org/10.3102/0002831210387916	PROPN
epaa-7254	939	3	https://www.nsf.gov/ehr/videos/noyceanniversary.jsp	https://www.nsf.gov/ehr/videos/noyceanniversary.jsp	PROPN
epaa-7254	939	4	noyce	noyce	PROPN
epaa-7254	939	5	outcomes	outcome	NOUN
epaa-7254	939	6	in	in	ADP
epaa-7254	939	7	texas	texas	PROPN
epaa-7254	939	8	31	31	NUM
epaa-7254	939	9	lang	lang	PROPN
epaa-7254	939	10	,	,	PUNCT
epaa-7254	939	11	s.	s.	PROPN
epaa-7254	939	12	(	(	PUNCT
epaa-7254	939	13	2010	2010	NUM
epaa-7254	939	14	)	)	PUNCT
epaa-7254	939	15	.	.	PUNCT
epaa-7254	940	1	cals	cal	NOUN
epaa-7254	940	2	to	to	PART
epaa-7254	940	3	close	close	VERB
epaa-7254	940	4	department	department	NOUN
epaa-7254	940	5	of	of	ADP
epaa-7254	940	6	education	education	NOUN
epaa-7254	940	7	over	over	ADP
epaa-7254	940	8	next	next	ADJ
epaa-7254	940	9	two	two	NUM
epaa-7254	940	10	years	year	NOUN
epaa-7254	940	11	.	.	PUNCT
epaa-7254	941	1	https://news.cornell.edu/stories/2010/10/cals-close-education-department-over-next-twoyears	https://news.cornell.edu/stories/2010/10/cals-close-education-department-over-next-twoyear	NOUN
epaa-7254	941	2	liou	liou	NOUN
epaa-7254	941	3	,	,	PUNCT
epaa-7254	941	4	p.-y	p.-y	NOUN
epaa-7254	941	5	.	.	PUNCT
epaa-7254	941	6	,	,	PUNCT
epaa-7254	941	7	desjardins	desjardins	PROPN
epaa-7254	941	8	,	,	PUNCT
epaa-7254	941	9	c.	c.	PROPN
epaa-7254	941	10	d.	d.	PROPN
epaa-7254	941	11	,	,	PUNCT
epaa-7254	941	12	&	&	CCONJ
epaa-7254	941	13	lawrenz	lawrenz	PROPN
epaa-7254	941	14	,	,	PUNCT
epaa-7254	941	15	f.	f.	PROPN
epaa-7254	941	16	(	(	PUNCT
epaa-7254	941	17	2010	2010	NUM
epaa-7254	941	18	)	)	PUNCT
epaa-7254	941	19	.	.	PUNCT
epaa-7254	942	1	influence	influence	NOUN
epaa-7254	942	2	of	of	ADP
epaa-7254	942	3	scholarships	scholarship	NOUN
epaa-7254	942	4	on	on	ADP
epaa-7254	942	5	stem	stem	NOUN
epaa-7254	942	6	teachers	teacher	NOUN
epaa-7254	942	7	:	:	PUNCT
epaa-7254	942	8	cluster	cluster	NOUN
epaa-7254	942	9	analysis	analysis	NOUN
epaa-7254	942	10	and	and	CCONJ
epaa-7254	942	11	characteristics	characteristic	NOUN
epaa-7254	942	12	.	.	PUNCT
epaa-7254	943	1	school	school	NOUN
epaa-7254	943	2	science	science	NOUN
epaa-7254	943	3	&	&	CCONJ
epaa-7254	943	4	mathematics	mathematics	PROPN
epaa-7254	943	5	.	.	PUNCT
epaa-7254	944	1	https://doi.org/10.1111/j.1949-8594.2010.00016.x	https://doi.org/10.1111/j.1949-8594.2010.00016.x	VERB
epaa-7254	944	2	liou	liou	NOUN
epaa-7254	944	3	,	,	PUNCT
epaa-7254	944	4	p.-y	p.-y	NOUN
epaa-7254	944	5	.	.	PUNCT
epaa-7254	944	6	,	,	PUNCT
epaa-7254	944	7	kirchhoff	kirchhoff	PROPN
epaa-7254	944	8	,	,	PUNCT
epaa-7254	944	9	a.	a.	PROPN
epaa-7254	944	10	,	,	PUNCT
epaa-7254	944	11	&	&	CCONJ
epaa-7254	944	12	lawrenz	lawrenz	PROPN
epaa-7254	944	13	,	,	PUNCT
epaa-7254	944	14	f.	f.	PROPN
epaa-7254	944	15	(	(	PUNCT
epaa-7254	944	16	2010	2010	NUM
epaa-7254	944	17	)	)	PUNCT
epaa-7254	944	18	.	.	PUNCT
epaa-7254	945	1	perceived	perceive	VERB
epaa-7254	945	2	effects	effect	NOUN
epaa-7254	945	3	of	of	ADP
epaa-7254	945	4	scholarships	scholarship	NOUN
epaa-7254	945	5	on	on	ADP
epaa-7254	945	6	stem	stem	NOUN
epaa-7254	945	7	majors	major	NOUN
epaa-7254	945	8	’	'	PUNCT
epaa-7254	945	9	commitment	commitment	NOUN
epaa-7254	945	10	to	to	ADP
epaa-7254	945	11	teaching	teach	VERB
epaa-7254	945	12	in	in	ADP
epaa-7254	945	13	high	high	ADJ
epaa-7254	945	14	need	need	NOUN
epaa-7254	945	15	schools	school	NOUN
epaa-7254	945	16	.	.	PUNCT
epaa-7254	946	1	journal	journal	PROPN
epaa-7254	946	2	of	of	ADP
epaa-7254	946	3	science	science	NOUN
epaa-7254	946	4	teacher	teacher	NOUN
epaa-7254	946	5	education	education	NOUN
epaa-7254	946	6	.	.	PUNCT
epaa-7254	947	1	https://doi.org/10.1007/s10972-010-9191-2	https://doi.org/10.1007/s10972-010-9191-2	NUM
epaa-7254	947	2	liou	liou	NOUN
epaa-7254	947	3	,	,	PUNCT
epaa-7254	947	4	p.-y	p.-y	NOUN
epaa-7254	947	5	.	.	PUNCT
epaa-7254	947	6	,	,	PUNCT
epaa-7254	947	7	&	&	CCONJ
epaa-7254	947	8	lawrenz	lawrenz	PROPN
epaa-7254	947	9	,	,	PUNCT
epaa-7254	947	10	f.	f.	PROPN
epaa-7254	947	11	(	(	PUNCT
epaa-7254	947	12	2011	2011	NUM
epaa-7254	947	13	)	)	PUNCT
epaa-7254	947	14	.	.	PUNCT
epaa-7254	948	1	optimizing	optimize	VERB
epaa-7254	948	2	teacher	teacher	NOUN
epaa-7254	948	3	preparation	preparation	NOUN
epaa-7254	948	4	loan	loan	NOUN
epaa-7254	948	5	forgiveness	forgiveness	NOUN
epaa-7254	948	6	programs	program	NOUN
epaa-7254	948	7	:	:	PUNCT
epaa-7254	948	8	variables	variable	NOUN
epaa-7254	948	9	related	relate	VERB
epaa-7254	948	10	to	to	ADP
epaa-7254	948	11	perceived	perceive	VERB
epaa-7254	948	12	influence	influence	NOUN
epaa-7254	948	13	.	.	PUNCT
epaa-7254	949	1	science	science	NOUN
epaa-7254	949	2	education	education	NOUN
epaa-7254	949	3	.	.	PUNCT
epaa-7254	950	1	https://doi.org/10.1002/sce.20409	https://doi.org/10.1002/sce.20409	PROPN
epaa-7254	950	2	liou	liou	NOUN
epaa-7254	950	3	,	,	PUNCT
epaa-7254	950	4	p.-y	p.-y	NOUN
epaa-7254	950	5	.	.	PUNCT
epaa-7254	950	6	,	,	PUNCT
epaa-7254	950	7	lawrenz	lawrenz	PROPN
epaa-7254	950	8	,	,	PUNCT
epaa-7254	950	9	f.	f.	PROPN
epaa-7254	950	10	,	,	PUNCT
epaa-7254	950	11	madsen	madsen	PROPN
epaa-7254	950	12	,	,	PUNCT
epaa-7254	950	13	c.	c.	PROPN
epaa-7254	950	14	,	,	PUNCT
epaa-7254	950	15	braam	braam	NOUN
epaa-7254	950	16	,	,	PUNCT
epaa-7254	950	17	m.	m.	NOUN
epaa-7254	950	18	,	,	PUNCT
epaa-7254	950	19	&	&	CCONJ
epaa-7254	950	20	medhanie	medhanie	PROPN
epaa-7254	950	21	,	,	PUNCT
epaa-7254	950	22	a.	a.	NOUN
epaa-7254	950	23	(	(	PUNCT
epaa-7254	950	24	2009	2009	NUM
epaa-7254	950	25	)	)	PUNCT
epaa-7254	950	26	.	.	PUNCT
epaa-7254	951	1	using	use	VERB
epaa-7254	951	2	factor	factor	NOUN
epaa-7254	951	3	analysis	analysis	NOUN
epaa-7254	951	4	and	and	CCONJ
epaa-7254	951	5	hierarchical	hierarchical	ADJ
epaa-7254	951	6	linear	linear	NOUN
epaa-7254	951	7	modeling	modeling	NOUN
epaa-7254	951	8	to	to	PART
epaa-7254	951	9	analyze	analyze	VERB
epaa-7254	951	10	stem	stem	NOUN
epaa-7254	951	11	majors	major	NOUN
epaa-7254	951	12	’	'	PUNCT
epaa-7254	951	13	perceptions	perception	NOUN
epaa-7254	951	14	of	of	ADP
epaa-7254	951	15	the	the	DET
epaa-7254	951	16	commitment	commitment	NOUN
epaa-7254	951	17	to	to	PART
epaa-7254	951	18	teach	teach	VERB
epaa-7254	951	19	in	in	ADP
epaa-7254	951	20	high	high	ADJ
epaa-7254	951	21	need	need	NOUN
epaa-7254	951	22	schools	school	NOUN
epaa-7254	951	23	survey	survey	NOUN
epaa-7254	951	24	.	.	PUNCT
epaa-7254	952	1	in	in	ADP
epaa-7254	952	2	online	online	ADJ
epaa-7254	952	3	submission	submission	NOUN
epaa-7254	952	4	.	.	PUNCT
epaa-7254	953	1	online	online	ADJ
epaa-7254	953	2	submission	submission	NOUN
epaa-7254	953	3	.	.	PUNCT
epaa-7254	954	1	lipsey	lipsey	PROPN
epaa-7254	954	2	,	,	PUNCT
epaa-7254	954	3	m.	m.	PROPN
epaa-7254	954	4	w.	w.	PROPN
epaa-7254	954	5	,	,	PUNCT
epaa-7254	954	6	puzio	puzio	PROPN
epaa-7254	954	7	,	,	PUNCT
epaa-7254	954	8	k.	k.	PROPN
epaa-7254	954	9	,	,	PUNCT
epaa-7254	954	10	yun	yun	PROPN
epaa-7254	954	11	,	,	PUNCT
epaa-7254	954	12	c.	c.	PROPN
epaa-7254	954	13	,	,	PUNCT
epaa-7254	954	14	hebert	hebert	NOUN
epaa-7254	954	15	,	,	PUNCT
epaa-7254	954	16	m.	m.	NOUN
epaa-7254	954	17	a.	a.	PROPN
epaa-7254	954	18	,	,	PUNCT
epaa-7254	954	19	steinka	steinka	NOUN
epaa-7254	954	20	-	-	PUNCT
epaa-7254	954	21	fry	fry	NOUN
epaa-7254	954	22	,	,	PUNCT
epaa-7254	954	23	k.	k.	PROPN
epaa-7254	954	24	,	,	PUNCT
epaa-7254	954	25	cole	cole	PROPN
epaa-7254	954	26	,	,	PUNCT
epaa-7254	954	27	m.	m.	PROPN
epaa-7254	954	28	w.	w.	PROPN
epaa-7254	954	29	,	,	PUNCT
epaa-7254	954	30	roberts	roberts	PROPN
epaa-7254	954	31	,	,	PUNCT
epaa-7254	954	32	m.	m.	NOUN
epaa-7254	954	33	,	,	PUNCT
epaa-7254	954	34	anthony	anthony	PROPN
epaa-7254	954	35	,	,	PUNCT
epaa-7254	954	36	k.	k.	PROPN
epaa-7254	954	37	s.	s.	PROPN
epaa-7254	954	38	,	,	PUNCT
epaa-7254	954	39	&	&	CCONJ
epaa-7254	954	40	busick	busick	PROPN
epaa-7254	954	41	,	,	PUNCT
epaa-7254	954	42	m.	m.	PROPN
epaa-7254	954	43	d.	d.	PROPN
epaa-7254	954	44	(	(	PUNCT
epaa-7254	954	45	2012	2012	NUM
epaa-7254	954	46	)	)	PUNCT
epaa-7254	954	47	.	.	PUNCT
epaa-7254	955	1	translating	translate	VERB
epaa-7254	955	2	the	the	DET
epaa-7254	955	3	statistical	statistical	ADJ
epaa-7254	955	4	representation	representation	NOUN
epaa-7254	955	5	of	of	ADP
epaa-7254	955	6	the	the	DET
epaa-7254	955	7	effects	effect	NOUN
epaa-7254	955	8	of	of	ADP
epaa-7254	955	9	education	education	NOUN
epaa-7254	955	10	interventions	intervention	NOUN
epaa-7254	955	11	into	into	ADP
epaa-7254	955	12	more	more	ADV
epaa-7254	955	13	readily	readily	ADV
epaa-7254	955	14	interpretable	interpretable	ADJ
epaa-7254	955	15	forms	form	NOUN
epaa-7254	955	16	.	.	PUNCT
epaa-7254	956	1	national	national	ADJ
epaa-7254	956	2	center	center	NOUN
epaa-7254	956	3	for	for	ADP
epaa-7254	956	4	special	special	ADJ
epaa-7254	956	5	education	education	NOUN
epaa-7254	956	6	research	research	NOUN
epaa-7254	956	7	.	.	PUNCT
epaa-7254	957	1	https://doi.org/10.2528/pier98040300	https://doi.org/10.2528/pier98040300	PROPN
epaa-7254	957	2	marder	marder	PROPN
epaa-7254	957	3	,	,	PUNCT
epaa-7254	957	4	m.	m.	NOUN
epaa-7254	957	5	(	(	PUNCT
epaa-7254	957	6	2021	2021	NUM
epaa-7254	957	7	,	,	PUNCT
epaa-7254	957	8	october	october	PROPN
epaa-7254	957	9	25	25	NUM
epaa-7254	957	10	)	)	PUNCT
epaa-7254	957	11	.	.	PUNCT
epaa-7254	958	1	how	how	SCONJ
epaa-7254	958	2	bad	bad	ADJ
epaa-7254	958	3	is	be	AUX
epaa-7254	958	4	the	the	DET
epaa-7254	958	5	u.s	u.s	PROPN
epaa-7254	958	6	.	.	PROPN
epaa-7254	958	7	stem	stem	NOUN
epaa-7254	958	8	teacher	teacher	NOUN
epaa-7254	958	9	shortage	shortage	NOUN
epaa-7254	958	10	?	?	PUNCT
epaa-7254	959	1	https://uteachinstitute.medium.com/u-s-stem-teacher-shortages-in-2017-2018-1d8314a93ba1	https://uteachinstitute.medium.com/u-s-stem-teacher-shortages-in-2017-2018-1d8314a93ba1	NOUN
epaa-7254	959	2	marder	marder	NOUN
epaa-7254	959	3	,	,	PUNCT
epaa-7254	959	4	m.	m.	NOUN
epaa-7254	959	5	,	,	PUNCT
epaa-7254	959	6	david	david	PROPN
epaa-7254	959	7	,	,	PUNCT
epaa-7254	959	8	b.	b.	PROPN
epaa-7254	959	9	,	,	PUNCT
epaa-7254	959	10	&	&	CCONJ
epaa-7254	959	11	hamrock	hamrock	PROPN
epaa-7254	959	12	,	,	PUNCT
epaa-7254	959	13	c.	c.	PROPN
epaa-7254	959	14	(	(	PUNCT
epaa-7254	959	15	2020	2020	NUM
epaa-7254	959	16	)	)	PUNCT
epaa-7254	959	17	.	.	PUNCT
epaa-7254	960	1	math	math	NOUN
epaa-7254	960	2	and	and	CCONJ
epaa-7254	960	3	science	science	NOUN
epaa-7254	960	4	outcomes	outcome	NOUN
epaa-7254	960	5	for	for	ADP
epaa-7254	960	6	students	student	NOUN
epaa-7254	960	7	of	of	ADP
epaa-7254	960	8	teachers	teacher	NOUN
epaa-7254	960	9	from	from	ADP
epaa-7254	960	10	standard	standard	ADJ
epaa-7254	960	11	and	and	CCONJ
epaa-7254	960	12	alternative	alternative	ADJ
epaa-7254	960	13	pathways	pathway	NOUN
epaa-7254	960	14	in	in	ADP
epaa-7254	960	15	texas	texas	PROPN
epaa-7254	960	16	.	.	PUNCT
epaa-7254	961	1	education	education	NOUN
epaa-7254	961	2	policy	policy	NOUN
epaa-7254	961	3	analysis	analysis	NOUN
epaa-7254	961	4	archives	archive	NOUN
epaa-7254	961	5	.	.	PUNCT
epaa-7254	962	1	https://doi.org/10.14507/epaa.28.4863	https://doi.org/10.14507/epaa.28.4863	PROPN
epaa-7254	962	2	mellor	mellor	PROPN
epaa-7254	962	3	,	,	PUNCT
epaa-7254	962	4	l.	l.	PROPN
epaa-7254	962	5	,	,	PUNCT
epaa-7254	962	6	lummus	lummus	PROPN
epaa-7254	962	7	-	-	PUNCT
epaa-7254	962	8	robinson	robinson	PROPN
epaa-7254	962	9	,	,	PUNCT
epaa-7254	962	10	m.	m.	NOUN
epaa-7254	962	11	,	,	PUNCT
epaa-7254	962	12	brinson	brinson	PROPN
epaa-7254	962	13	,	,	PUNCT
epaa-7254	962	14	v.	v.	PROPN
epaa-7254	962	15	,	,	PUNCT
epaa-7254	962	16	&	&	CCONJ
epaa-7254	962	17	dougherty	dougherty	PROPN
epaa-7254	962	18	,	,	PUNCT
epaa-7254	962	19	c.	c.	PROPN
epaa-7254	962	20	(	(	PUNCT
epaa-7254	962	21	2008	2008	NUM
epaa-7254	962	22	)	)	PUNCT
epaa-7254	962	23	.	.	PUNCT
epaa-7254	963	1	linking	link	VERB
epaa-7254	963	2	teacher	teacher	NOUN
epaa-7254	963	3	preparation	preparation	NOUN
epaa-7254	963	4	programs	program	NOUN
epaa-7254	963	5	to	to	PART
epaa-7254	963	6	student	student	NOUN
epaa-7254	963	7	achievement	achievement	NOUN
epaa-7254	963	8	.	.	PUNCT
epaa-7254	964	1	[	[	X
epaa-7254	964	2	unpublished	unpublished	ADJ
epaa-7254	964	3	report	report	NOUN
epaa-7254	964	4	,	,	PUNCT
epaa-7254	964	5	available	available	ADJ
epaa-7254	964	6	on	on	ADP
epaa-7254	964	7	request	request	NOUN
epaa-7254	964	8	from	from	ADP
epaa-7254	964	9	corresponding	correspond	VERB
epaa-7254	964	10	author	author	NOUN
epaa-7254	964	11	of	of	ADP
epaa-7254	964	12	this	this	DET
epaa-7254	964	13	article	article	NOUN
epaa-7254	964	14	]	]	PUNCT
epaa-7254	964	15	.	.	PUNCT
epaa-7254	965	1	metzler	metzler	PROPN
epaa-7254	965	2	,	,	PUNCT
epaa-7254	965	3	j.	j.	PROPN
epaa-7254	965	4	,	,	PUNCT
epaa-7254	965	5	&	&	CCONJ
epaa-7254	965	6	woessmann	woessmann	PROPN
epaa-7254	965	7	,	,	PUNCT
epaa-7254	965	8	l.	l.	PROPN
epaa-7254	965	9	(	(	PUNCT
epaa-7254	965	10	2012	2012	NUM
epaa-7254	965	11	)	)	PUNCT
epaa-7254	965	12	.	.	PUNCT
epaa-7254	966	1	the	the	DET
epaa-7254	966	2	impact	impact	NOUN
epaa-7254	966	3	of	of	ADP
epaa-7254	966	4	teacher	teacher	NOUN
epaa-7254	966	5	subject	subject	ADJ
epaa-7254	966	6	knowledge	knowledge	NOUN
epaa-7254	966	7	on	on	ADP
epaa-7254	966	8	student	student	NOUN
epaa-7254	966	9	achievement	achievement	NOUN
epaa-7254	966	10	:	:	PUNCT
epaa-7254	966	11	evidence	evidence	NOUN
epaa-7254	966	12	from	from	ADP
epaa-7254	966	13	within	within	ADP
epaa-7254	966	14	-	-	PUNCT
epaa-7254	966	15	teacher	teacher	NOUN
epaa-7254	966	16	within	within	ADP
epaa-7254	966	17	-	-	PUNCT
epaa-7254	966	18	student	student	NOUN
epaa-7254	966	19	variation	variation	NOUN
epaa-7254	966	20	.	.	PUNCT
epaa-7254	967	1	journal	journal	PROPN
epaa-7254	967	2	of	of	ADP
epaa-7254	967	3	development	development	NOUN
epaa-7254	967	4	economics	economic	NOUN
epaa-7254	967	5	.	.	PUNCT
epaa-7254	968	1	https://doi.org/10.1016/j.jdeveco.2012.06.002	https://doi.org/10.1016/j.jdeveco.2012.06.002	PROPN
epaa-7254	968	2	morrell	morrell	PROPN
epaa-7254	968	3	,	,	PUNCT
epaa-7254	968	4	p.	p.	PROPN
epaa-7254	968	5	d.	d.	PROPN
epaa-7254	968	6	,	,	PUNCT
epaa-7254	968	7	&	&	CCONJ
epaa-7254	968	8	salomone	salomone	PROPN
epaa-7254	968	9	,	,	PUNCT
epaa-7254	968	10	s.	s.	PROPN
epaa-7254	968	11	(	(	PUNCT
epaa-7254	968	12	2017	2017	NUM
epaa-7254	968	13	)	)	PUNCT
epaa-7254	968	14	.	.	PUNCT
epaa-7254	969	1	impact	impact	NOUN
epaa-7254	969	2	of	of	ADP
epaa-7254	969	3	a	a	DET
epaa-7254	969	4	robert	robert	PROPN
epaa-7254	969	5	noyce	noyce	PROPN
epaa-7254	969	6	scholarship	scholarship	NOUN
epaa-7254	969	7	on	on	ADP
epaa-7254	969	8	stem	stem	NOUN
epaa-7254	969	9	teacher	teacher	NOUN
epaa-7254	969	10	recruitment	recruitment	NOUN
epaa-7254	969	11	.	.	PUNCT
epaa-7254	970	1	journal	journal	PROPN
epaa-7254	970	2	of	of	ADP
epaa-7254	970	3	college	college	NOUN
epaa-7254	970	4	science	science	PROPN
epaa-7254	970	5	teaching	teaching	NOUN
epaa-7254	970	6	,	,	PUNCT
epaa-7254	970	7	47(2	47(2	PROPN
epaa-7254	970	8	)	)	PUNCT
epaa-7254	970	9	,	,	PUNCT
epaa-7254	970	10	16–21	16–21	NUM
epaa-7254	970	11	.	.	PUNCT
epaa-7254	971	1	mundy	mundy	PROPN
epaa-7254	971	2	,	,	PUNCT
epaa-7254	971	3	m.-a	m.-a	NOUN
epaa-7254	971	4	.	.	PUNCT
epaa-7254	971	5	,	,	PUNCT
epaa-7254	971	6	&	&	CCONJ
epaa-7254	971	7	ratcliff	ratcliff	PROPN
epaa-7254	971	8	,	,	PUNCT
epaa-7254	971	9	m.	m.	NOUN
epaa-7254	971	10	(	(	PUNCT
epaa-7254	971	11	2021	2021	NUM
epaa-7254	971	12	)	)	PUNCT
epaa-7254	971	13	.	.	PUNCT
epaa-7254	972	1	attracting	attract	VERB
epaa-7254	972	2	noyce	noyce	PROPN
epaa-7254	972	3	students	student	NOUN
epaa-7254	972	4	to	to	PART
epaa-7254	972	5	become	become	VERB
epaa-7254	972	6	stem	stem	NOUN
epaa-7254	972	7	teachers	teacher	NOUN
epaa-7254	972	8	.	.	PUNCT
epaa-7254	973	1	journal	journal	PROPN
epaa-7254	973	2	of	of	ADP
epaa-7254	973	3	instructional	instructional	ADJ
epaa-7254	973	4	pedagogies	pedagogy	NOUN
epaa-7254	973	5	,	,	PUNCT
epaa-7254	973	6	25	25	NUM
epaa-7254	973	7	.	.	PUNCT
epaa-7254	973	8	national	national	ADJ
epaa-7254	973	9	center	center	NOUN
epaa-7254	973	10	for	for	ADP
epaa-7254	973	11	education	education	NOUN
epaa-7254	973	12	statistics	statistic	NOUN
epaa-7254	973	13	.	.	PUNCT
epaa-7254	974	1	(	(	PUNCT
epaa-7254	974	2	2019	2019	NUM
epaa-7254	974	3	)	)	PUNCT
epaa-7254	974	4	.	.	PUNCT
epaa-7254	975	1	integrated	integrate	VERB
epaa-7254	975	2	postsecondary	postsecondary	ADJ
epaa-7254	975	3	education	education	NOUN
epaa-7254	975	4	data	datum	NOUN
epaa-7254	975	5	system	system	NOUN
epaa-7254	975	6	.	.	PUNCT
epaa-7254	976	1	https://nces.ed.gov/ipeds/datacenter/institutionlist.aspx	https://nces.ed.gov/ipeds/datacenter/institutionlist.aspx	PROPN
epaa-7254	976	2	national	national	PROPN
epaa-7254	976	3	commission	commission	PROPN
epaa-7254	976	4	on	on	ADP
epaa-7254	976	5	excellence	excellence	PROPN
epaa-7254	976	6	in	in	ADP
epaa-7254	976	7	education	education	NOUN
epaa-7254	976	8	.	.	PUNCT
epaa-7254	977	1	(	(	PUNCT
epaa-7254	977	2	1983	1983	NUM
epaa-7254	977	3	)	)	PUNCT
epaa-7254	977	4	.	.	PUNCT
epaa-7254	978	1	a	a	DET
epaa-7254	978	2	nation	nation	NOUN
epaa-7254	978	3	at	at	ADP
epaa-7254	978	4	risk	risk	NOUN
epaa-7254	978	5	.	.	PUNCT
epaa-7254	979	1	https://eric.ed.gov/?id=ed226006	https://eric.ed.gov/?id=ed226006	ADJ
epaa-7254	979	2	national	national	PROPN
epaa-7254	979	3	research	research	PROPN
epaa-7254	979	4	council	council	PROPN
epaa-7254	979	5	.	.	PUNCT
epaa-7254	980	1	(	(	PUNCT
epaa-7254	980	2	2005	2005	NUM
epaa-7254	980	3	)	)	PUNCT
epaa-7254	980	4	.	.	PUNCT
epaa-7254	981	1	rising	rise	VERB
epaa-7254	981	2	above	above	ADP
epaa-7254	981	3	the	the	DET
epaa-7254	981	4	gathering	gathering	NOUN
epaa-7254	981	5	storm	storm	NOUN
epaa-7254	981	6	:	:	PUNCT
epaa-7254	981	7	energizing	energize	VERB
epaa-7254	981	8	and	and	CCONJ
epaa-7254	981	9	employing	employ	VERB
epaa-7254	981	10	america	america	PROPN
epaa-7254	981	11	for	for	ADP
epaa-7254	981	12	a	a	DET
epaa-7254	981	13	brighter	bright	ADJ
epaa-7254	981	14	economic	economic	ADJ
epaa-7254	981	15	future	future	NOUN
epaa-7254	981	16	.	.	PUNCT
epaa-7254	982	1	http://www.nap.edu/catalog/11463.html	http://www.nap.edu/catalog/11463.html	PROPN
epaa-7254	982	2	national	national	ADJ
epaa-7254	982	3	science	science	PROPN
epaa-7254	982	4	foundation	foundation	PROPN
epaa-7254	982	5	.	.	PUNCT
epaa-7254	983	1	(	(	PUNCT
epaa-7254	983	2	2003	2003	NUM
epaa-7254	983	3	)	)	PUNCT
epaa-7254	983	4	.	.	PUNCT
epaa-7254	984	1	robert	robert	PROPN
epaa-7254	984	2	noyce	noyce	PROPN
epaa-7254	984	3	scholarship	scholarship	PROPN
epaa-7254	984	4	program	program	PROPN
epaa-7254	984	5	.	.	PUNCT
epaa-7254	985	1	https://www.nsf.gov/pubs/2003/nsf03544/nsf03544.txt	https://www.nsf.gov/pubs/2003/nsf03544/nsf03544.txt	PUNCT
epaa-7254	985	2	national	national	PROPN
epaa-7254	985	3	science	science	PROPN
epaa-7254	985	4	foundation	foundation	PROPN
epaa-7254	985	5	.	.	PUNCT
epaa-7254	986	1	(	(	PUNCT
epaa-7254	986	2	2017	2017	NUM
epaa-7254	986	3	)	)	PUNCT
epaa-7254	986	4	.	.	PUNCT
epaa-7254	987	1	robert	robert	PROPN
epaa-7254	987	2	noyce	noyce	PROPN
epaa-7254	987	3	teacher	teacher	PROPN
epaa-7254	987	4	scholarship	scholarship	NOUN
epaa-7254	987	5	program	program	NOUN
epaa-7254	987	6	.	.	PUNCT
epaa-7254	988	1	https://www.nsf.gov/pubs/2017/nsf17541/nsf17541.htm	https://www.nsf.gov/pubs/2017/nsf17541/nsf17541.htm	PROPN
epaa-7254	988	2	national	national	PROPN
epaa-7254	988	3	science	science	PROPN
epaa-7254	988	4	foundation	foundation	PROPN
epaa-7254	988	5	.	.	PUNCT
epaa-7254	989	1	(	(	PUNCT
epaa-7254	989	2	2021	2021	NUM
epaa-7254	989	3	)	)	PUNCT
epaa-7254	989	4	.	.	PUNCT
epaa-7254	990	1	graduate	graduate	NOUN
epaa-7254	990	2	research	research	NOUN
epaa-7254	990	3	fellowship	fellowship	NOUN
epaa-7254	990	4	program	program	NOUN
epaa-7254	990	5	.	.	PUNCT
epaa-7254	991	1	https://www.nsfgrfp.org/	https://www.nsfgrfp.org/	PROPN
epaa-7254	991	2	partelow	partelow	PROPN
epaa-7254	991	3	,	,	PUNCT
epaa-7254	991	4	l.	l.	PROPN
epaa-7254	991	5	(	(	PUNCT
epaa-7254	991	6	2019	2019	NUM
epaa-7254	991	7	)	)	PUNCT
epaa-7254	991	8	.	.	PUNCT
epaa-7254	992	1	what	what	PRON
epaa-7254	992	2	to	to	PART
epaa-7254	992	3	make	make	VERB
epaa-7254	992	4	of	of	ADP
epaa-7254	992	5	declining	decline	VERB
epaa-7254	992	6	enrollment	enrollment	NOUN
epaa-7254	992	7	in	in	ADP
epaa-7254	992	8	teacher	teacher	NOUN
epaa-7254	992	9	preparation	preparation	NOUN
epaa-7254	992	10	programs	program	NOUN
epaa-7254	992	11	.	.	PUNCT
epaa-7254	993	1	https://www.americanprogress.org/article/make-declining-enrollment-teacher-preparationprograms/	https://www.americanprogress.org/article/make-declining-enrollment-teacher-preparationprograms/	X
epaa-7254	993	2	pearl	pearl	PROPN
epaa-7254	993	3	,	,	PUNCT
epaa-7254	993	4	j.	j.	PROPN
epaa-7254	993	5	(	(	PUNCT
epaa-7254	993	6	2009	2009	NUM
epaa-7254	993	7	)	)	PUNCT
epaa-7254	993	8	.	.	PUNCT
epaa-7254	994	1	causality	causality	NOUN
epaa-7254	994	2	(	(	PUNCT
epaa-7254	994	3	2nd	2nd	ADJ
epaa-7254	994	4	ed	ed	NOUN
epaa-7254	994	5	.	.	PUNCT
epaa-7254	994	6	)	)	PUNCT
epaa-7254	994	7	.	.	PUNCT
epaa-7254	995	1	cambridge	cambridge	PROPN
epaa-7254	995	2	university	university	PROPN
epaa-7254	995	3	press	press	NOUN
epaa-7254	995	4	.	.	PUNCT
epaa-7254	996	1	education	education	NOUN
epaa-7254	996	2	policy	policy	NOUN
epaa-7254	996	3	analysis	analysis	NOUN
epaa-7254	996	4	archives	archive	NOUN
epaa-7254	996	5	vol	vol	NOUN
epaa-7254	996	6	.	.	PROPN
epaa-7254	997	1	30	30	NUM
epaa-7254	997	2	no	no	NOUN
epaa-7254	997	3	.	.	PUNCT
epaa-7254	998	1	147	147	NUM
epaa-7254	998	2	32	32	NUM
epaa-7254	998	3	pivovarova	pivovarova	PROPN
epaa-7254	998	4	,	,	PUNCT
epaa-7254	998	5	m.	m.	NOUN
epaa-7254	998	6	,	,	PUNCT
epaa-7254	998	7	amrein	amrein	PROPN
epaa-7254	998	8	-	-	PUNCT
epaa-7254	998	9	beardsley	beardsley	PROPN
epaa-7254	998	10	,	,	PUNCT
epaa-7254	998	11	a.	a.	PROPN
epaa-7254	998	12	,	,	PUNCT
epaa-7254	998	13	&	&	CCONJ
epaa-7254	998	14	broatch	broatch	PROPN
epaa-7254	998	15	,	,	PUNCT
epaa-7254	998	16	j.	j.	PROPN
epaa-7254	998	17	(	(	PUNCT
epaa-7254	998	18	2016	2016	NUM
epaa-7254	998	19	)	)	PUNCT
epaa-7254	998	20	.	.	PUNCT
epaa-7254	999	1	value	value	NOUN
epaa-7254	999	2	-	-	PUNCT
epaa-7254	999	3	added	add	VERB
epaa-7254	999	4	models	model	NOUN
epaa-7254	999	5	(	(	PUNCT
epaa-7254	999	6	vams	vam	NOUN
epaa-7254	999	7	):	):	PUNCT
epaa-7254	999	8	caveat	caveat	PROPN
epaa-7254	999	9	emptor	emptor	NOUN
epaa-7254	999	10	.	.	PUNCT
epaa-7254	1000	1	statistics	statistic	NOUN
epaa-7254	1000	2	and	and	CCONJ
epaa-7254	1000	3	public	public	ADJ
epaa-7254	1000	4	policy	policy	NOUN
epaa-7254	1000	5	,	,	PUNCT
epaa-7254	1000	6	3(1	3(1	NUM
epaa-7254	1000	7	)	)	PUNCT
epaa-7254	1000	8	.	.	PUNCT
epaa-7254	1001	1	https://doi.org/10.1080/2330443x.2016.1164641	https://doi.org/10.1080/2330443x.2016.1164641	X
epaa-7254	1001	2	rivkin	rivkin	PROPN
epaa-7254	1001	3	,	,	PUNCT
epaa-7254	1001	4	s.	s.	PROPN
epaa-7254	1001	5	,	,	PUNCT
epaa-7254	1001	6	hanushek	hanushek	PROPN
epaa-7254	1001	7	,	,	PUNCT
epaa-7254	1001	8	e.	e.	PROPN
epaa-7254	1001	9	,	,	PUNCT
epaa-7254	1001	10	&	&	CCONJ
epaa-7254	1001	11	kain	kain	PROPN
epaa-7254	1001	12	,	,	PUNCT
epaa-7254	1001	13	j.	j.	PROPN
epaa-7254	1001	14	(	(	PUNCT
epaa-7254	1001	15	2005	2005	NUM
epaa-7254	1001	16	)	)	PUNCT
epaa-7254	1001	17	.	.	PUNCT
epaa-7254	1002	1	teachers	teacher	NOUN
epaa-7254	1002	2	,	,	PUNCT
epaa-7254	1002	3	schools	school	NOUN
epaa-7254	1002	4	,	,	PUNCT
epaa-7254	1002	5	and	and	CCONJ
epaa-7254	1002	6	academic	academic	ADJ
epaa-7254	1002	7	achievement	achievement	NOUN
epaa-7254	1002	8	.	.	PUNCT
epaa-7254	1003	1	econometrica	econometrica	PROPN
epaa-7254	1003	2	,	,	PUNCT
epaa-7254	1003	3	73	73	NUM
epaa-7254	1003	4	,	,	PUNCT
epaa-7254	1003	5	417–458	417–458	NUM
epaa-7254	1003	6	.	.	PUNCT
epaa-7254	1004	1	https://doi.org/10.1111/j.1468-0262.2005.00584.x	https://doi.org/10.1111/j.1468-0262.2005.00584.x	PROPN
epaa-7254	1004	2	sanders	sanders	PROPN
epaa-7254	1004	3	,	,	PUNCT
epaa-7254	1004	4	w.	w.	PROPN
epaa-7254	1004	5	,	,	PUNCT
epaa-7254	1004	6	&	&	CCONJ
epaa-7254	1004	7	rivers	river	NOUN
epaa-7254	1004	8	,	,	PUNCT
epaa-7254	1004	9	j.	j.	PROPN
epaa-7254	1004	10	(	(	PUNCT
epaa-7254	1004	11	1996	1996	NUM
epaa-7254	1004	12	)	)	PUNCT
epaa-7254	1004	13	.	.	PUNCT
epaa-7254	1005	1	cumulative	cumulative	ADJ
epaa-7254	1005	2	and	and	CCONJ
epaa-7254	1005	3	residual	residual	ADJ
epaa-7254	1005	4	effects	effect	NOUN
epaa-7254	1005	5	of	of	ADP
epaa-7254	1005	6	teachers	teacher	NOUN
epaa-7254	1005	7	on	on	ADP
epaa-7254	1005	8	future	future	ADJ
epaa-7254	1005	9	student	student	NOUN
epaa-7254	1005	10	academic	academic	ADJ
epaa-7254	1005	11	achievement	achievement	NOUN
epaa-7254	1005	12	.	.	PUNCT
epaa-7254	1006	1	university	university	NOUN
epaa-7254	1006	2	of	of	ADP
epaa-7254	1006	3	tennessee	tennessee	PROPN
epaa-7254	1006	4	value	value	NOUN
epaa-7254	1006	5	-	-	PUNCT
epaa-7254	1006	6	added	add	VERB
epaa-7254	1006	7	research	research	NOUN
epaa-7254	1006	8	and	and	CCONJ
epaa-7254	1006	9	assessment	assessment	NOUN
epaa-7254	1006	10	center	center	NOUN
epaa-7254	1006	11	.	.	PUNCT
epaa-7254	1007	1	scott	scott	PROPN
epaa-7254	1007	2	,	,	PUNCT
epaa-7254	1007	3	t.	t.	PROPN
epaa-7254	1007	4	p.	p.	PROPN
epaa-7254	1007	5	,	,	PUNCT
epaa-7254	1007	6	milam	milam	PROPN
epaa-7254	1007	7	,	,	PUNCT
epaa-7254	1007	8	j.	j.	PROPN
epaa-7254	1007	9	l.	l.	PROPN
epaa-7254	1007	10	,	,	PUNCT
epaa-7254	1007	11	stuessy	stuessy	NOUN
epaa-7254	1007	12	,	,	PUNCT
epaa-7254	1007	13	c.	c.	PROPN
epaa-7254	1007	14	l.	l.	PROPN
epaa-7254	1007	15	,	,	PUNCT
epaa-7254	1007	16	blount	blount	PROPN
epaa-7254	1007	17	,	,	PUNCT
epaa-7254	1007	18	k.	k.	PROPN
epaa-7254	1007	19	p.	p.	PROPN
epaa-7254	1007	20	,	,	PUNCT
epaa-7254	1007	21	&	&	CCONJ
epaa-7254	1007	22	bentz	bentz	PROPN
epaa-7254	1007	23	,	,	PUNCT
epaa-7254	1007	24	a.	a.	NOUN
epaa-7254	1007	25	(	(	PUNCT
epaa-7254	1007	26	2006	2006	NUM
epaa-7254	1007	27	)	)	PUNCT
epaa-7254	1007	28	.	.	PUNCT
epaa-7254	1008	1	math	math	NOUN
epaa-7254	1008	2	and	and	CCONJ
epaa-7254	1008	3	science	science	NOUN
epaa-7254	1008	4	scholars	scholar	NOUN
epaa-7254	1008	5	(	(	PUNCT
epaa-7254	1008	6	mass	mass	NOUN
epaa-7254	1008	7	)	)	PUNCT
epaa-7254	1008	8	program	program	NOUN
epaa-7254	1008	9	:	:	PUNCT
epaa-7254	1008	10	a	a	DET
epaa-7254	1008	11	model	model	NOUN
epaa-7254	1008	12	program	program	NOUN
epaa-7254	1008	13	for	for	ADP
epaa-7254	1008	14	the	the	DET
epaa-7254	1008	15	recruitment	recruitment	NOUN
epaa-7254	1008	16	and	and	CCONJ
epaa-7254	1008	17	retention	retention	NOUN
epaa-7254	1008	18	of	of	ADP
epaa-7254	1008	19	preservice	preservice	NOUN
epaa-7254	1008	20	mathematics	mathematic	NOUN
epaa-7254	1008	21	and	and	CCONJ
epaa-7254	1008	22	science	science	NOUN
epaa-7254	1008	23	teachers	teacher	NOUN
epaa-7254	1008	24	.	.	PUNCT
epaa-7254	1009	1	journal	journal	PROPN
epaa-7254	1009	2	of	of	ADP
epaa-7254	1009	3	science	science	NOUN
epaa-7254	1009	4	teacher	teacher	NOUN
epaa-7254	1009	5	education	education	NOUN
epaa-7254	1009	6	.	.	PUNCT
epaa-7254	1010	1	https://doi.org/10.1007/s10972-006-9026-3	https://doi.org/10.1007/s10972-006-9026-3	PROPN
epaa-7254	1010	2	sharma	sharma	PROPN
epaa-7254	1010	3	,	,	PUNCT
epaa-7254	1010	4	a.	a.	NOUN
epaa-7254	1010	5	(	(	PUNCT
epaa-7254	1010	6	2016	2016	NUM
epaa-7254	1010	7	)	)	PUNCT
epaa-7254	1010	8	.	.	PUNCT
epaa-7254	1011	1	stem	stem	NOUN
epaa-7254	1011	2	-	-	PUNCT
epaa-7254	1011	3	ification	ification	NOUN
epaa-7254	1011	4	of	of	ADP
epaa-7254	1011	5	education	education	NOUN
epaa-7254	1011	6	:	:	PUNCT
epaa-7254	1011	7	the	the	DET
epaa-7254	1011	8	zombie	zombie	NOUN
epaa-7254	1011	9	reform	reform	NOUN
epaa-7254	1011	10	strikes	strike	VERB
epaa-7254	1011	11	again	again	ADV
epaa-7254	1011	12	.	.	PUNCT
epaa-7254	1012	1	journal	journal	PROPN
epaa-7254	1012	2	for	for	ADP
epaa-7254	1012	3	activist	activist	ADJ
epaa-7254	1012	4	science	science	PROPN
epaa-7254	1012	5	&	&	CCONJ
epaa-7254	1012	6	technology	technology	PROPN
epaa-7254	1012	7	education	education	NOUN
epaa-7254	1012	8	,	,	PUNCT
epaa-7254	1012	9	7(1	7(1	NUM
epaa-7254	1012	10	)	)	PUNCT
epaa-7254	1012	11	.	.	PUNCT
epaa-7254	1013	1	sharma	sharma	PROPN
epaa-7254	1013	2	,	,	PUNCT
epaa-7254	1013	3	a.	a.	PROPN
epaa-7254	1013	4	,	,	PUNCT
epaa-7254	1013	5	&	&	CCONJ
epaa-7254	1013	6	hudson	hudson	PROPN
epaa-7254	1013	7	,	,	PUNCT
epaa-7254	1013	8	c.	c.	PROPN
epaa-7254	1013	9	(	(	PUNCT
epaa-7254	1013	10	2021	2021	NUM
epaa-7254	1013	11	)	)	PUNCT
epaa-7254	1013	12	.	.	PUNCT
epaa-7254	1014	1	depoliticization	depoliticization	NOUN
epaa-7254	1014	2	of	of	ADP
epaa-7254	1014	3	educational	educational	ADJ
epaa-7254	1014	4	reforms	reform	NOUN
epaa-7254	1014	5	:	:	PUNCT
epaa-7254	1014	6	the	the	DET
epaa-7254	1014	7	stem	stem	NOUN
epaa-7254	1014	8	story	story	NOUN
epaa-7254	1014	9	.	.	PUNCT
epaa-7254	1015	1	cultural	cultural	ADJ
epaa-7254	1015	2	studies	study	NOUN
epaa-7254	1015	3	of	of	ADP
epaa-7254	1015	4	science	science	NOUN
epaa-7254	1015	5	education	education	NOUN
epaa-7254	1015	6	.	.	PUNCT
epaa-7254	1016	1	https://doi.org/10.1007/s11422-021-10024-0	https://doi.org/10.1007/s11422-021-10024-0	NUM
epaa-7254	1016	2	sutcher	sutcher	PROPN
epaa-7254	1016	3	,	,	PUNCT
epaa-7254	1016	4	l.	l.	PROPN
epaa-7254	1016	5	,	,	PUNCT
epaa-7254	1016	6	darling	darling	NOUN
epaa-7254	1016	7	-	-	PUNCT
epaa-7254	1016	8	hammond	hammond	PROPN
epaa-7254	1016	9	,	,	PUNCT
epaa-7254	1016	10	l.	l.	PROPN
epaa-7254	1016	11	,	,	PUNCT
epaa-7254	1016	12	&	&	CCONJ
epaa-7254	1016	13	carver	carver	PROPN
epaa-7254	1016	14	-	-	PUNCT
epaa-7254	1016	15	thomas	thomas	PROPN
epaa-7254	1016	16	,	,	PUNCT
epaa-7254	1016	17	d.	d.	PROPN
epaa-7254	1016	18	(	(	PUNCT
epaa-7254	1016	19	2019	2019	NUM
epaa-7254	1016	20	)	)	PUNCT
epaa-7254	1016	21	.	.	PUNCT
epaa-7254	1017	1	understanding	understand	VERB
epaa-7254	1017	2	teacher	teacher	NOUN
epaa-7254	1017	3	shortages	shortage	NOUN
epaa-7254	1017	4	:	:	PUNCT
epaa-7254	1017	5	an	an	DET
epaa-7254	1017	6	analysis	analysis	NOUN
epaa-7254	1017	7	of	of	ADP
epaa-7254	1017	8	teacher	teacher	NOUN
epaa-7254	1017	9	supply	supply	NOUN
epaa-7254	1017	10	and	and	CCONJ
epaa-7254	1017	11	demand	demand	NOUN
epaa-7254	1017	12	in	in	ADP
epaa-7254	1017	13	the	the	DET
epaa-7254	1017	14	united	united	PROPN
epaa-7254	1017	15	states	states	PROPN
epaa-7254	1017	16	.	.	PUNCT
epaa-7254	1018	1	education	education	NOUN
epaa-7254	1018	2	policy	policy	NOUN
epaa-7254	1018	3	analysis	analysis	NOUN
epaa-7254	1018	4	archives	archive	NOUN
epaa-7254	1018	5	,	,	PUNCT
epaa-7254	1018	6	27	27	NUM
epaa-7254	1018	7	,	,	PUNCT
epaa-7254	1018	8	1–36	1–36	PROPN
epaa-7254	1018	9	.	.	PUNCT
epaa-7254	1019	1	https://doi.org/10.14507/epaa.27.3696	https://doi.org/10.14507/epaa.27.3696	PROPN
epaa-7254	1019	2	ticknor	ticknor	PROPN
epaa-7254	1019	3	,	,	PUNCT
epaa-7254	1019	4	c.	c.	PROPN
epaa-7254	1019	5	s.	s.	PROPN
epaa-7254	1019	6	,	,	PUNCT
epaa-7254	1019	7	gober	gober	PROPN
epaa-7254	1019	8	,	,	PUNCT
epaa-7254	1019	9	d.	d.	PROPN
epaa-7254	1019	10	,	,	PUNCT
epaa-7254	1019	11	howard	howard	PROPN
epaa-7254	1019	12	,	,	PUNCT
epaa-7254	1019	13	t.	t.	PROPN
epaa-7254	1019	14	,	,	PUNCT
epaa-7254	1019	15	shaw	shaw	PROPN
epaa-7254	1019	16	,	,	PUNCT
epaa-7254	1019	17	k.	k.	PROPN
epaa-7254	1019	18	,	,	PUNCT
epaa-7254	1019	19	&	&	CCONJ
epaa-7254	1019	20	mathis	mathis	PROPN
epaa-7254	1019	21	,	,	PUNCT
epaa-7254	1019	22	l.	l.	PROPN
epaa-7254	1019	23	a.	a.	PROPN
epaa-7254	1019	24	(	(	PUNCT
epaa-7254	1019	25	2017	2017	NUM
epaa-7254	1019	26	)	)	PUNCT
epaa-7254	1019	27	.	.	PUNCT
epaa-7254	1020	1	the	the	DET
epaa-7254	1020	2	influence	influence	NOUN
epaa-7254	1020	3	of	of	ADP
epaa-7254	1020	4	the	the	DET
epaa-7254	1020	5	csu	csu	PROPN
epaa-7254	1020	6	robert	robert	PROPN
epaa-7254	1020	7	noyce	noyce	PROPN
epaa-7254	1020	8	teacher	teacher	PROPN
epaa-7254	1020	9	scholarship	scholarship	NOUN
epaa-7254	1020	10	program	program	NOUN
epaa-7254	1020	11	on	on	ADP
epaa-7254	1020	12	undergraduates	undergraduate	NOUN
epaa-7254	1020	13	’	'	PUNCT
epaa-7254	1020	14	teaching	teaching	NOUN
epaa-7254	1020	15	plans	plan	NOUN
epaa-7254	1020	16	.	.	PUNCT
epaa-7254	1021	1	georgia	georgia	PROPN
epaa-7254	1021	2	educational	educational	PROPN
epaa-7254	1021	3	researcher	researcher	NOUN
epaa-7254	1021	4	,	,	PUNCT
epaa-7254	1021	5	14(1	14(1	NUM
epaa-7254	1021	6	)	)	PUNCT
epaa-7254	1021	7	,	,	PUNCT
epaa-7254	1021	8	69–97	69–97	PROPN
epaa-7254	1021	9	.	.	PUNCT
epaa-7254	1021	10	turner	turner	PROPN
epaa-7254	1021	11	,	,	PUNCT
epaa-7254	1021	12	h.	h.	PROPN
epaa-7254	1021	13	m.	m.	PROPN
epaa-7254	1021	14	,	,	PUNCT
epaa-7254	1021	15	goodman	goodman	PROPN
epaa-7254	1021	16	,	,	PUNCT
epaa-7254	1021	17	d.	d.	PROPN
epaa-7254	1021	18	,	,	PUNCT
epaa-7254	1021	19	adachi	adachi	PROPN
epaa-7254	1021	20	,	,	PUNCT
epaa-7254	1021	21	e.	e.	PROPN
epaa-7254	1021	22	,	,	PUNCT
epaa-7254	1021	23	brite	brite	PROPN
epaa-7254	1021	24	,	,	PUNCT
epaa-7254	1021	25	j.	j.	PROPN
epaa-7254	1021	26	,	,	PUNCT
epaa-7254	1021	27	&	&	CCONJ
epaa-7254	1021	28	decker	decker	PROPN
epaa-7254	1021	29	,	,	PUNCT
epaa-7254	1021	30	l.	l.	PROPN
epaa-7254	1021	31	e.	e.	PROPN
epaa-7254	1021	32	(	(	PUNCT
epaa-7254	1021	33	2012	2012	NUM
epaa-7254	1021	34	)	)	PUNCT
epaa-7254	1021	35	.	.	PUNCT
epaa-7254	1022	1	evaluation	evaluation	NOUN
epaa-7254	1022	2	of	of	ADP
epaa-7254	1022	3	teach	teach	NOUN
epaa-7254	1022	4	for	for	ADP
epaa-7254	1022	5	america	america	PROPN
epaa-7254	1022	6	in	in	ADP
epaa-7254	1022	7	texas	texas	PROPN
epaa-7254	1022	8	schools	school	NOUN
epaa-7254	1022	9	.	.	PUNCT
epaa-7254	1023	1	https://www.academia.edu/21833004/evaluation_of_teach_for_america_in_texas_schools	https://www.academia.edu/21833004/evaluation_of_teach_for_america_in_texas_school	VERB
epaa-7254	1023	2	us	us	PROPN
epaa-7254	1023	3	department	department	NOUN
epaa-7254	1023	4	of	of	ADP
epaa-7254	1023	5	education	education	NOUN
epaa-7254	1023	6	.	.	PUNCT
epaa-7254	1024	1	(	(	PUNCT
epaa-7254	1024	2	2015	2015	NUM
epaa-7254	1024	3	)	)	PUNCT
epaa-7254	1024	4	.	.	PUNCT
epaa-7254	1025	1	mathematics	mathematic	NOUN
epaa-7254	1025	2	and	and	CCONJ
epaa-7254	1025	3	science	science	NOUN
epaa-7254	1025	4	partnerships	partnership	NOUN
epaa-7254	1025	5	.	.	PUNCT
epaa-7254	1026	1	https://www2.ed.gov/programs/mathsci/funding.html	https://www2.ed.gov/programs/mathsci/funding.html	ADV
epaa-7254	1026	2	us	we	PRON
epaa-7254	1026	3	department	department	NOUN
epaa-7254	1026	4	of	of	ADP
epaa-7254	1026	5	education	education	NOUN
epaa-7254	1026	6	.	.	PUNCT
epaa-7254	1027	1	(	(	PUNCT
epaa-7254	1027	2	2020	2020	NUM
epaa-7254	1027	3	)	)	PUNCT
epaa-7254	1027	4	.	.	PUNCT
epaa-7254	1028	1	civil	civil	ADJ
epaa-7254	1028	2	rights	right	NOUN
epaa-7254	1028	3	data	datum	NOUN
epaa-7254	1028	4	collection	collection	NOUN
epaa-7254	1028	5	(	(	PUNCT
epaa-7254	1028	6	crdc	crdc	PROPN
epaa-7254	1028	7	)	)	PUNCT
epaa-7254	1028	8	for	for	ADP
epaa-7254	1028	9	the	the	DET
epaa-7254	1028	10	2017	2017	NUM
epaa-7254	1028	11	-	-	SYM
epaa-7254	1028	12	2018	2018	NUM
epaa-7254	1028	13	school	school	NOUN
epaa-7254	1028	14	year	year	NOUN
epaa-7254	1028	15	.	.	PUNCT
epaa-7254	1029	1	https://ocrdata.ed.gov/resources/downloaddatafile	https://ocrdata.ed.gov/resources/downloaddatafile	PROPN
epaa-7254	1029	2	us	us	PROPN
epaa-7254	1029	3	department	department	PROPN
epaa-7254	1029	4	of	of	ADP
epaa-7254	1029	5	education	education	NOUN
epaa-7254	1029	6	.	.	PUNCT
epaa-7254	1030	1	(	(	PUNCT
epaa-7254	1030	2	2021	2021	NUM
epaa-7254	1030	3	)	)	PUNCT
epaa-7254	1030	4	.	.	PUNCT
epaa-7254	1031	1	title	title	PROPN
epaa-7254	1031	2	ii	ii	PROPN
epaa-7254	1031	3	higher	high	ADJ
epaa-7254	1031	4	education	education	PROPN
epaa-7254	1031	5	act	act	PROPN
epaa-7254	1031	6	data	datum	NOUN
epaa-7254	1031	7	tables	table	NOUN
epaa-7254	1031	8	.	.	PUNCT
epaa-7254	1032	1	https://title2.ed.gov/public/datatools/tables.aspx	https://title2.ed.gov/public/datatools/tables.aspx	NOUN
epaa-7254	1032	2	von	von	PROPN
epaa-7254	1032	3	hippel	hippel	PROPN
epaa-7254	1032	4	,	,	PUNCT
epaa-7254	1032	5	p.	p.	PROPN
epaa-7254	1032	6	t.	t.	PROPN
epaa-7254	1032	7	,	,	PUNCT
epaa-7254	1032	8	&	&	CCONJ
epaa-7254	1032	9	bellows	bellows	PROPN
epaa-7254	1032	10	,	,	PUNCT
epaa-7254	1032	11	l.	l.	PROPN
epaa-7254	1032	12	(	(	PUNCT
epaa-7254	1032	13	2018	2018	NUM
epaa-7254	1032	14	)	)	PUNCT
epaa-7254	1032	15	.	.	PUNCT
epaa-7254	1033	1	how	how	SCONJ
epaa-7254	1033	2	much	much	ADJ
epaa-7254	1033	3	does	do	AUX
epaa-7254	1033	4	teacher	teacher	NOUN
epaa-7254	1033	5	quality	quality	NOUN
epaa-7254	1033	6	vary	vary	VERB
epaa-7254	1033	7	across	across	ADP
epaa-7254	1033	8	teacher	teacher	NOUN
epaa-7254	1033	9	preparation	preparation	NOUN
epaa-7254	1033	10	programs	program	NOUN
epaa-7254	1033	11	?	?	PUNCT
epaa-7254	1034	1	reanalyses	reanalyse	NOUN
epaa-7254	1034	2	from	from	ADP
epaa-7254	1034	3	six	six	NUM
epaa-7254	1034	4	states	state	NOUN
epaa-7254	1034	5	.	.	PUNCT
epaa-7254	1035	1	in	in	ADP
epaa-7254	1035	2	economics	economic	NOUN
epaa-7254	1035	3	of	of	ADP
epaa-7254	1035	4	education	education	NOUN
epaa-7254	1035	5	review	review	NOUN
epaa-7254	1035	6	.	.	PUNCT
epaa-7254	1036	1	https://doi.org/10.1016/j.econedurev.2018.01.005	https://doi.org/10.1016/j.econedurev.2018.01.005	PROPN
epaa-7254	1036	2	von	von	PROPN
epaa-7254	1036	3	hippel	hippel	PROPN
epaa-7254	1036	4	,	,	PUNCT
epaa-7254	1036	5	p.	p.	PROPN
epaa-7254	1036	6	t.	t.	PROPN
epaa-7254	1036	7	,	,	PUNCT
epaa-7254	1036	8	osborne	osborne	PROPN
epaa-7254	1036	9	,	,	PUNCT
epaa-7254	1036	10	c.	c.	PROPN
epaa-7254	1036	11	,	,	PUNCT
epaa-7254	1036	12	lincove	lincove	NOUN
epaa-7254	1036	13	,	,	PUNCT
epaa-7254	1036	14	j.	j.	PROPN
epaa-7254	1036	15	,	,	PUNCT
epaa-7254	1036	16	bellow	bellow	ADJ
epaa-7254	1036	17	,	,	PUNCT
epaa-7254	1036	18	l.	l.	PROPN
epaa-7254	1036	19	,	,	PUNCT
epaa-7254	1036	20	&	&	CCONJ
epaa-7254	1036	21	mills	mill	NOUN
epaa-7254	1036	22	,	,	PUNCT
epaa-7254	1036	23	n.	n.	NOUN
epaa-7254	1036	24	(	(	PUNCT
epaa-7254	1036	25	2016	2016	NUM
epaa-7254	1036	26	)	)	PUNCT
epaa-7254	1036	27	.	.	PUNCT
epaa-7254	1037	1	teacher	teacher	NOUN
epaa-7254	1037	2	quality	quality	NOUN
epaa-7254	1037	3	differences	difference	NOUN
epaa-7254	1037	4	between	between	ADP
epaa-7254	1037	5	teacher	teacher	NOUN
epaa-7254	1037	6	preparation	preparation	NOUN
epaa-7254	1037	7	programs	program	NOUN
epaa-7254	1037	8	:	:	PUNCT
epaa-7254	1037	9	how	how	SCONJ
epaa-7254	1037	10	big	big	ADJ
epaa-7254	1037	11	?	?	PUNCT
epaa-7254	1038	1	how	how	SCONJ
epaa-7254	1038	2	reliable	reliable	ADJ
epaa-7254	1038	3	?	?	PUNCT
epaa-7254	1039	1	which	which	DET
epaa-7254	1039	2	programs	program	NOUN
epaa-7254	1039	3	are	be	AUX
epaa-7254	1039	4	different	different	ADJ
epaa-7254	1039	5	?	?	PUNCT
epaa-7254	1040	1	economics	economic	NOUN
epaa-7254	1040	2	of	of	ADP
epaa-7254	1040	3	education	education	PROPN
epaa-7254	1040	4	review	review	NOUN
epaa-7254	1040	5	,	,	PUNCT
epaa-7254	1040	6	53	53	NUM
epaa-7254	1040	7	,	,	PUNCT
epaa-7254	1040	8	31–45	31–45	NUM
epaa-7254	1040	9	.	.	PUNCT
epaa-7254	1041	1	http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2506935	http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2506935	PROPN
epaa-7254	1041	2	walkington	walkington	PROPN
epaa-7254	1041	3	,	,	PUNCT
epaa-7254	1041	4	c.	c.	PROPN
epaa-7254	1041	5	,	,	PUNCT
epaa-7254	1041	6	&	&	CCONJ
epaa-7254	1041	7	marder	marder	PROPN
epaa-7254	1041	8	,	,	PUNCT
epaa-7254	1041	9	m.	m.	NOUN
epaa-7254	1041	10	(	(	PUNCT
epaa-7254	1041	11	2015	2015	NUM
epaa-7254	1041	12	)	)	PUNCT
epaa-7254	1041	13	.	.	PUNCT
epaa-7254	1042	1	classroom	classroom	NOUN
epaa-7254	1042	2	observation	observation	NOUN
epaa-7254	1042	3	and	and	CCONJ
epaa-7254	1042	4	value	value	NOUN
epaa-7254	1042	5	-	-	PUNCT
epaa-7254	1042	6	added	add	VERB
epaa-7254	1042	7	models	model	NOUN
epaa-7254	1042	8	give	give	VERB
epaa-7254	1042	9	complementary	complementary	ADJ
epaa-7254	1042	10	information	information	NOUN
epaa-7254	1042	11	about	about	ADP
epaa-7254	1042	12	quality	quality	NOUN
epaa-7254	1042	13	of	of	ADP
epaa-7254	1042	14	mathematics	mathematic	NOUN
epaa-7254	1042	15	teaching	teaching	NOUN
epaa-7254	1042	16	.	.	PUNCT
epaa-7254	1043	1	in	in	ADP
epaa-7254	1043	2	designing	design	VERB
epaa-7254	1043	3	teacher	teacher	NOUN
epaa-7254	1043	4	evaluation	evaluation	NOUN
epaa-7254	1043	5	systems	system	NOUN
epaa-7254	1043	6	.	.	PUNCT
epaa-7254	1044	1	https://doi.org/10.1002/9781119210856.ch8	https://doi.org/10.1002/9781119210856.ch8	PROPN
epaa-7254	1044	2	white	white	PROPN
epaa-7254	1044	3	house	house	PROPN
epaa-7254	1044	4	.	.	PUNCT
epaa-7254	1045	1	(	(	PUNCT
epaa-7254	1045	2	2022	2022	NUM
epaa-7254	1045	3	)	)	PUNCT
epaa-7254	1045	4	.	.	PUNCT
epaa-7254	1046	1	the	the	DET
epaa-7254	1046	2	build	build	NOUN
epaa-7254	1046	3	back	back	ADP
epaa-7254	1046	4	better	well	ADJ
epaa-7254	1046	5	framework	framework	NOUN
epaa-7254	1046	6	.	.	PUNCT
epaa-7254	1047	1	https://www.whitehouse.gov/build-backbetter/	https://www.whitehouse.gov/build-backbetter/	PROPN
epaa-7254	1047	2	zahner	zahner	NOUN
epaa-7254	1047	3	,	,	PUNCT
epaa-7254	1047	4	w.	w.	PROPN
epaa-7254	1047	5	,	,	PUNCT
epaa-7254	1047	6	chapin	chapin	PROPN
epaa-7254	1047	7	,	,	PUNCT
epaa-7254	1047	8	s.	s.	PROPN
epaa-7254	1047	9	,	,	PUNCT
epaa-7254	1047	10	levine	levine	PROPN
epaa-7254	1047	11	,	,	PUNCT
epaa-7254	1047	12	r.	r.	PROPN
epaa-7254	1047	13	,	,	PUNCT
epaa-7254	1047	14	he	he	PRON
epaa-7254	1047	15	,	,	PUNCT
epaa-7254	1047	16	l.	l.	PROPN
epaa-7254	1047	17	,	,	PUNCT
epaa-7254	1047	18	&	&	CCONJ
epaa-7254	1047	19	afonso	afonso	PROPN
epaa-7254	1047	20	,	,	PUNCT
epaa-7254	1047	21	r.	r.	PROPN
epaa-7254	1047	22	(	(	PUNCT
epaa-7254	1047	23	2019	2019	NUM
epaa-7254	1047	24	)	)	PUNCT
epaa-7254	1047	25	.	.	PUNCT
epaa-7254	1048	1	examining	examine	VERB
epaa-7254	1048	2	the	the	DET
epaa-7254	1048	3	recruitment	recruitment	NOUN
epaa-7254	1048	4	,	,	PUNCT
epaa-7254	1048	5	placement	placement	NOUN
epaa-7254	1048	6	,	,	PUNCT
epaa-7254	1048	7	and	and	CCONJ
epaa-7254	1048	8	career	career	NOUN
epaa-7254	1048	9	trajectories	trajectory	NOUN
epaa-7254	1048	10	of	of	ADP
epaa-7254	1048	11	secondary	secondary	ADJ
epaa-7254	1048	12	mathematics	mathematic	NOUN
epaa-7254	1048	13	teachers	teacher	NOUN
epaa-7254	1048	14	prepared	prepare	VERB
epaa-7254	1048	15	for	for	ADP
epaa-7254	1048	16	high	high	ADJ
epaa-7254	1048	17	-	-	PUNCT
epaa-7254	1048	18	need	need	NOUN
epaa-7254	1048	19	s	s	NOUN
epaa-7254	1048	20	=	=	NOUN
epaa-7254	1048	21	schools	school	NOUN
epaa-7254	1048	22	.	.	PUNCT
epaa-7254	1049	1	teachers	teacher	NOUN
epaa-7254	1049	2	college	college	PROPN
epaa-7254	1049	3	record	record	NOUN
epaa-7254	1049	4	,	,	PUNCT
epaa-7254	1049	5	121(2	121(2	NUM
epaa-7254	1049	6	)	)	PUNCT
epaa-7254	1049	7	.	.	PUNCT
epaa-7254	1050	1	zeidler	zeidler	PROPN
epaa-7254	1050	2	,	,	PUNCT
epaa-7254	1050	3	d.	d.	PROPN
epaa-7254	1050	4	l.	l.	PROPN
epaa-7254	1050	5	(	(	PUNCT
epaa-7254	1050	6	2016	2016	NUM
epaa-7254	1050	7	)	)	PUNCT
epaa-7254	1050	8	.	.	PUNCT
epaa-7254	1051	1	stem	stem	NOUN
epaa-7254	1051	2	education	education	NOUN
epaa-7254	1051	3	:	:	PUNCT
epaa-7254	1051	4	a	a	DET
epaa-7254	1051	5	deficit	deficit	NOUN
epaa-7254	1051	6	framework	framework	NOUN
epaa-7254	1051	7	for	for	ADP
epaa-7254	1051	8	the	the	DET
epaa-7254	1051	9	twenty	twenty	NUM
epaa-7254	1051	10	first	first	ADJ
epaa-7254	1051	11	century	century	NOUN
epaa-7254	1051	12	?	?	PUNCT
epaa-7254	1052	1	a	a	DET
epaa-7254	1052	2	sociocultural	sociocultural	ADJ
epaa-7254	1052	3	socioscientific	socioscientific	NOUN
epaa-7254	1052	4	response	response	NOUN
epaa-7254	1052	5	.	.	PUNCT
epaa-7254	1053	1	cultural	cultural	ADJ
epaa-7254	1053	2	studies	study	NOUN
epaa-7254	1053	3	of	of	ADP
epaa-7254	1053	4	science	science	NOUN
epaa-7254	1053	5	education	education	NOUN
epaa-7254	1053	6	,	,	PUNCT
epaa-7254	1053	7	11(1	11(1	NUM
epaa-7254	1053	8	)	)	PUNCT
epaa-7254	1053	9	.	.	PUNCT
epaa-7254	1054	1	https://doi.org/10.1007/s11422-014-9578-z	https://doi.org/10.1007/s11422-014-9578-z	PROPN
epaa-7254	1054	2	noyce	noyce	NOUN
epaa-7254	1054	3	outcomes	outcome	NOUN
epaa-7254	1054	4	in	in	ADP
epaa-7254	1054	5	texas	texas	PROPN
epaa-7254	1054	6	33	33	NUM
epaa-7254	1054	7	about	about	ADP
epaa-7254	1054	8	the	the	DET
epaa-7254	1054	9	authors	author	NOUN
epaa-7254	1054	10	michael	michael	PROPN
epaa-7254	1054	11	marder	marder	PROPN
epaa-7254	1054	12	the	the	DET
epaa-7254	1054	13	university	university	PROPN
epaa-7254	1054	14	of	of	ADP
epaa-7254	1054	15	texas	texas	PROPN
epaa-7254	1054	16	at	at	ADP
epaa-7254	1054	17	austin	austin	PROPN
epaa-7254	1054	18	marder@chaos.utexas.edu	marder@chaos.utexas.edu	PROPN
epaa-7254	1054	19	https://orcid.org/0000-0003-0197-4459	https://orcid.org/0000-0003-0197-4459	NOUN
epaa-7254	1054	20	michael	michael	PROPN
epaa-7254	1054	21	marder	marder	PROPN
epaa-7254	1054	22	is	be	AUX
epaa-7254	1054	23	professor	professor	NOUN
epaa-7254	1054	24	of	of	ADP
epaa-7254	1054	25	physics	physics	NOUN
epaa-7254	1054	26	and	and	CCONJ
epaa-7254	1054	27	executive	executive	ADJ
epaa-7254	1054	28	director	director	NOUN
epaa-7254	1054	29	of	of	ADP
epaa-7254	1054	30	uteach	uteach	NOUN
epaa-7254	1054	31	at	at	ADP
epaa-7254	1054	32	the	the	DET
epaa-7254	1054	33	university	university	PROPN
epaa-7254	1054	34	of	of	ADP
epaa-7254	1054	35	texas	texas	PROPN
epaa-7254	1054	36	at	at	ADP
epaa-7254	1054	37	austin	austin	PROPN
epaa-7254	1054	38	.	.	PUNCT
epaa-7254	1055	1	his	his	PRON
epaa-7254	1055	2	interest	interest	NOUN
epaa-7254	1055	3	in	in	ADP
epaa-7254	1055	4	studying	study	VERB
epaa-7254	1055	5	educational	educational	ADJ
epaa-7254	1055	6	data	datum	NOUN
epaa-7254	1055	7	stemmed	stem	VERB
epaa-7254	1055	8	from	from	ADP
epaa-7254	1055	9	over	over	ADP
epaa-7254	1055	10	20	20	NUM
epaa-7254	1055	11	years	year	NOUN
epaa-7254	1055	12	of	of	ADP
epaa-7254	1055	13	work	work	NOUN
epaa-7254	1055	14	preparing	prepare	VERB
epaa-7254	1055	15	stem	stem	NOUN
epaa-7254	1055	16	teachers	teacher	NOUN
epaa-7254	1055	17	at	at	ADP
epaa-7254	1055	18	ut	ut	PROPN
epaa-7254	1055	19	austin	austin	PROPN
epaa-7254	1055	20	and	and	CCONJ
epaa-7254	1055	21	dozens	dozen	NOUN
epaa-7254	1055	22	of	of	ADP
epaa-7254	1055	23	other	other	ADJ
epaa-7254	1055	24	universities	university	NOUN
epaa-7254	1055	25	.	.	PUNCT
epaa-7254	1056	1	catherine	catherine	PROPN
epaa-7254	1056	2	horn	horn	PROPN
epaa-7254	1056	3	university	university	PROPN
epaa-7254	1056	4	of	of	ADP
epaa-7254	1056	5	houston	houston	PROPN
epaa-7254	1056	6	clhorn2@uh.edu	clhorn2@uh.edu	PROPN
epaa-7254	1056	7	https://orcid.org/0000-0003-4959-5810	https://orcid.org/0000-0003-4959-5810	PROPN
epaa-7254	1056	8	dr	dr	PROPN
epaa-7254	1056	9	.	.	PROPN
epaa-7254	1056	10	catherine	catherine	PROPN
epaa-7254	1056	11	horn	horn	PROPN
epaa-7254	1056	12	is	be	AUX
epaa-7254	1056	13	moores	moore	NOUN
epaa-7254	1056	14	professor	professor	NOUN
epaa-7254	1056	15	and	and	CCONJ
epaa-7254	1056	16	chair	chair	NOUN
epaa-7254	1056	17	,	,	PUNCT
epaa-7254	1056	18	department	department	NOUN
epaa-7254	1056	19	of	of	ADP
epaa-7254	1056	20	educational	educational	ADJ
epaa-7254	1056	21	leadership	leadership	NOUN
epaa-7254	1056	22	and	and	CCONJ
epaa-7254	1056	23	policy	policy	NOUN
epaa-7254	1056	24	studies	study	NOUN
epaa-7254	1056	25	,	,	PUNCT
epaa-7254	1056	26	and	and	CCONJ
epaa-7254	1056	27	executive	executive	ADJ
epaa-7254	1056	28	director	director	NOUN
epaa-7254	1056	29	of	of	ADP
epaa-7254	1056	30	the	the	DET
epaa-7254	1056	31	institute	institute	NOUN
epaa-7254	1056	32	for	for	ADP
epaa-7254	1056	33	educational	educational	ADJ
epaa-7254	1056	34	policy	policy	NOUN
epaa-7254	1056	35	research	research	NOUN
epaa-7254	1056	36	and	and	CCONJ
epaa-7254	1056	37	evaluation	evaluation	NOUN
epaa-7254	1056	38	within	within	ADP
epaa-7254	1056	39	the	the	DET
epaa-7254	1056	40	college	college	NOUN
epaa-7254	1056	41	of	of	ADP
epaa-7254	1056	42	education	education	NOUN
epaa-7254	1056	43	at	at	ADP
epaa-7254	1056	44	the	the	DET
epaa-7254	1056	45	university	university	PROPN
epaa-7254	1056	46	of	of	ADP
epaa-7254	1056	47	houston	houston	PROPN
epaa-7254	1056	48	.	.	PUNCT
epaa-7254	1057	1	she	she	PRON
epaa-7254	1057	2	is	be	AUX
epaa-7254	1057	3	also	also	ADV
epaa-7254	1057	4	the	the	DET
epaa-7254	1057	5	director	director	NOUN
epaa-7254	1057	6	for	for	ADP
epaa-7254	1057	7	the	the	DET
epaa-7254	1057	8	center	center	NOUN
epaa-7254	1057	9	for	for	ADP
epaa-7254	1057	10	research	research	NOUN
epaa-7254	1057	11	and	and	CCONJ
epaa-7254	1057	12	advancement	advancement	NOUN
epaa-7254	1057	13	of	of	ADP
epaa-7254	1057	14	teacher	teacher	NOUN
epaa-7254	1057	15	education	education	NOUN
epaa-7254	1057	16	and	and	CCONJ
epaa-7254	1057	17	focuses	focus	VERB
epaa-7254	1057	18	on	on	ADP
epaa-7254	1057	19	the	the	DET
epaa-7254	1057	20	systemic	systemic	ADJ
epaa-7254	1057	21	influences	influence	NOUN
epaa-7254	1057	22	of	of	ADP
epaa-7254	1057	23	secondary	secondary	ADJ
epaa-7254	1057	24	and	and	CCONJ
epaa-7254	1057	25	postsecondary	postsecondary	ADJ
epaa-7254	1057	26	assessment	assessment	NOUN
epaa-7254	1057	27	and	and	CCONJ
epaa-7254	1057	28	related	related	ADJ
epaa-7254	1057	29	policies	policy	NOUN
epaa-7254	1057	30	on	on	ADP
epaa-7254	1057	31	the	the	DET
epaa-7254	1057	32	learning	learning	NOUN
epaa-7254	1057	33	trajectories	trajectory	NOUN
epaa-7254	1057	34	of	of	ADP
epaa-7254	1057	35	students	student	NOUN
epaa-7254	1057	36	especially	especially	ADV
epaa-7254	1057	37	for	for	ADP
epaa-7254	1057	38	students	student	NOUN
epaa-7254	1057	39	traditionally	traditionally	ADV
epaa-7254	1057	40	underserved	underserve	VERB
epaa-7254	1057	41	by	by	ADP
epaa-7254	1057	42	the	the	DET
epaa-7254	1057	43	education	education	NOUN
epaa-7254	1057	44	and	and	CCONJ
epaa-7254	1057	45	social	social	ADJ
epaa-7254	1057	46	sectors	sector	NOUN
epaa-7254	1057	47	.	.	PUNCT
epaa-7254	1058	1	sarah	sarah	PROPN
epaa-7254	1058	2	stephens	stephens	PROPN
epaa-7254	1058	3	university	university	PROPN
epaa-7254	1058	4	of	of	ADP
epaa-7254	1058	5	wisconsin	wisconsin	PROPN
epaa-7254	1058	6	-	-	PUNCT
epaa-7254	1058	7	milwaukee	milwaukee	PROPN
epaa-7254	1058	8	stephese@uwm.edu	stephese@uwm.edu	PROPN
epaa-7254	1058	9	https://orcid.org/0000-0003-1729-1812	https://orcid.org/0000-0003-1729-1812	PROPN
epaa-7254	1058	10	dr	dr	PROPN
epaa-7254	1058	11	.	.	PROPN
epaa-7254	1058	12	sarah	sarah	PROPN
epaa-7254	1058	13	stephens	stephens	PROPN
epaa-7254	1058	14	is	be	AUX
epaa-7254	1058	15	an	an	DET
epaa-7254	1058	16	associate	associate	ADJ
epaa-7254	1058	17	lecturer	lecturer	NOUN
epaa-7254	1058	18	of	of	ADP
epaa-7254	1058	19	physics	physics	NOUN
epaa-7254	1058	20	at	at	ADP
epaa-7254	1058	21	the	the	DET
epaa-7254	1058	22	university	university	PROPN
epaa-7254	1058	23	of	of	ADP
epaa-7254	1058	24	wisconsin	wisconsin	PROPN
epaa-7254	1058	25	-	-	PUNCT
epaa-7254	1058	26	milwaukee	milwaukee	PROPN
epaa-7254	1058	27	,	,	PUNCT
epaa-7254	1058	28	and	and	CCONJ
epaa-7254	1058	29	previously	previously	ADV
epaa-7254	1058	30	at	at	ADP
epaa-7254	1058	31	the	the	DET
epaa-7254	1058	32	university	university	PROPN
epaa-7254	1058	33	of	of	ADP
epaa-7254	1058	34	texas	texas	PROPN
epaa-7254	1058	35	at	at	ADP
epaa-7254	1058	36	austin	austin	PROPN
epaa-7254	1058	37	.	.	PUNCT
epaa-7254	1059	1	as	as	ADP
epaa-7254	1059	2	a	a	DET
epaa-7254	1059	3	graduate	graduate	NOUN
epaa-7254	1059	4	student	student	NOUN
epaa-7254	1059	5	and	and	CCONJ
epaa-7254	1059	6	post	post	ADJ
epaa-7254	1059	7	-	-	ADJ
epaa-7254	1059	8	doctoral	doctoral	ADJ
epaa-7254	1059	9	researcher	researcher	NOUN
epaa-7254	1059	10	at	at	ADP
epaa-7254	1059	11	ut	ut	PROPN
epaa-7254	1059	12	austin	austin	PROPN
epaa-7254	1059	13	and	and	CCONJ
epaa-7254	1059	14	the	the	DET
epaa-7254	1059	15	texas	texas	PROPN
epaa-7254	1059	16	education	education	PROPN
epaa-7254	1059	17	research	research	NOUN
epaa-7254	1059	18	center	center	NOUN
epaa-7254	1059	19	,	,	PUNCT
epaa-7254	1059	20	sarah	sarah	PROPN
epaa-7254	1059	21	worked	work	VERB
epaa-7254	1059	22	on	on	ADP
epaa-7254	1059	23	a	a	DET
epaa-7254	1059	24	variety	variety	NOUN
epaa-7254	1059	25	of	of	ADP
epaa-7254	1059	26	educational	educational	ADJ
epaa-7254	1059	27	research	research	NOUN
epaa-7254	1059	28	projects	project	NOUN
epaa-7254	1059	29	that	that	PRON
epaa-7254	1059	30	investigated	investigate	VERB
epaa-7254	1059	31	topics	topic	NOUN
epaa-7254	1059	32	including	include	VERB
epaa-7254	1059	33	longitudinal	longitudinal	ADJ
epaa-7254	1059	34	outcomes	outcome	NOUN
epaa-7254	1059	35	of	of	ADP
epaa-7254	1059	36	k-12	k-12	PROPN
epaa-7254	1059	37	assessments	assessment	NOUN
epaa-7254	1059	38	,	,	PUNCT
epaa-7254	1059	39	teacher	teacher	NOUN
epaa-7254	1059	40	preparation	preparation	NOUN
epaa-7254	1059	41	pathways	pathway	NOUN
epaa-7254	1059	42	,	,	PUNCT
epaa-7254	1059	43	long	long	ADJ
epaa-7254	1059	44	-	-	PUNCT
epaa-7254	1059	45	term	term	NOUN
epaa-7254	1059	46	career	career	NOUN
epaa-7254	1059	47	and	and	CCONJ
epaa-7254	1059	48	technology	technology	NOUN
epaa-7254	1059	49	education	education	NOUN
epaa-7254	1059	50	outcomes	outcome	NOUN
epaa-7254	1059	51	,	,	PUNCT
epaa-7254	1059	52	and	and	CCONJ
epaa-7254	1059	53	stem	stem	VERB
epaa-7254	1059	54	course	course	NOUN
epaa-7254	1059	55	-	-	PUNCT
epaa-7254	1059	56	taking	take	VERB
epaa-7254	1059	57	patterns	pattern	NOUN
epaa-7254	1059	58	.	.	PUNCT
epaa-7254	1060	1	annelies	annelie	NOUN
epaa-7254	1060	2	rhodes	rhode	VERB
epaa-7254	1060	3	the	the	DET
epaa-7254	1060	4	university	university	PROPN
epaa-7254	1060	5	of	of	ADP
epaa-7254	1060	6	texas	texas	PROPN
epaa-7254	1060	7	at	at	ADP
epaa-7254	1060	8	austin	austin	PROPN
epaa-7254	1060	9	arhodes@utexas.edu	arhodes@utexas.edu	PROPN
epaa-7254	1061	1	https://orcid.org/0000-0003-2888-0698	https://orcid.org/0000-0003-2888-0698	PROPN
epaa-7254	1061	2	annelies	annelies	PROPN
epaa-7254	1061	3	rhodes	rhode	NOUN
epaa-7254	1061	4	is	be	AUX
epaa-7254	1061	5	a	a	DET
epaa-7254	1061	6	graduate	graduate	ADJ
epaa-7254	1061	7	student	student	NOUN
epaa-7254	1061	8	in	in	ADP
epaa-7254	1061	9	stem	stem	NOUN
epaa-7254	1061	10	education	education	NOUN
epaa-7254	1061	11	at	at	ADP
epaa-7254	1061	12	the	the	DET
epaa-7254	1061	13	university	university	PROPN
epaa-7254	1061	14	of	of	ADP
epaa-7254	1061	15	texas	texas	PROPN
epaa-7254	1061	16	at	at	ADP
epaa-7254	1061	17	austin	austin	PROPN
epaa-7254	1061	18	.	.	PUNCT
epaa-7254	1062	1	her	her	PRON
epaa-7254	1062	2	interests	interest	NOUN
epaa-7254	1062	3	lie	lie	VERB
epaa-7254	1062	4	in	in	ADP
epaa-7254	1062	5	the	the	DET
epaa-7254	1062	6	use	use	NOUN
epaa-7254	1062	7	of	of	ADP
epaa-7254	1062	8	educational	educational	ADJ
epaa-7254	1062	9	data	datum	NOUN
epaa-7254	1062	10	to	to	PART
epaa-7254	1062	11	inform	inform	VERB
epaa-7254	1062	12	policy	policy	NOUN
epaa-7254	1062	13	.	.	PUNCT
epaa-7254	1063	1	her	her	PRON
epaa-7254	1063	2	current	current	ADJ
epaa-7254	1063	3	projects	project	NOUN
epaa-7254	1063	4	include	include	VERB
epaa-7254	1063	5	the	the	DET
epaa-7254	1063	6	use	use	NOUN
epaa-7254	1063	7	of	of	ADP
epaa-7254	1063	8	gpa	gpa	PROPN
epaa-7254	1063	9	as	as	ADP
epaa-7254	1063	10	a	a	DET
epaa-7254	1063	11	criterion	criterion	NOUN
epaa-7254	1063	12	for	for	ADP
epaa-7254	1063	13	teacher	teacher	NOUN
epaa-7254	1063	14	certification	certification	NOUN
epaa-7254	1063	15	and	and	CCONJ
epaa-7254	1063	16	the	the	DET
epaa-7254	1063	17	effects	effect	NOUN
epaa-7254	1063	18	of	of	ADP
epaa-7254	1063	19	teachers	teacher	NOUN
epaa-7254	1063	20	from	from	ADP
epaa-7254	1063	21	various	various	ADJ
epaa-7254	1063	22	certification	certification	NOUN
epaa-7254	1063	23	pathways	pathway	NOUN
epaa-7254	1063	24	on	on	ADP
epaa-7254	1063	25	student	student	NOUN
epaa-7254	1063	26	learning	learning	NOUN
epaa-7254	1063	27	.	.	PUNCT
epaa-7254	1064	1	mailto:marder@chaos.utexas.edu	mailto:marder@chaos.utexas.edu	PROPN
epaa-7254	1064	2	https://orcid.org/0000-0003-0197-4459	https://orcid.org/0000-0003-0197-4459	PROPN
epaa-7254	1064	3	mailto:clhorn2@uh.edu	mailto:clhorn2@uh.edu	PROPN
epaa-7254	1064	4	https://orcid.org/0000-0003-4959-5810	https://orcid.org/0000-0003-4959-5810	PROPN
epaa-7254	1064	5	mailto:stephese@uwm.edu	mailto:stephese@uwm.edu	PROPN
epaa-7254	1064	6	https://orcid.org/0000-0003-1729-1812	https://orcid.org/0000-0003-1729-1812	PROPN
epaa-7254	1064	7	mailto:arhodes@utexas.edu	mailto:arhodes@utexas.edu	PROPN
epaa-7254	1064	8	https://orcid.org/0000-0003-2888-0698	https://orcid.org/0000-0003-2888-0698	NOUN
epaa-7254	1064	9	education	education	NOUN
epaa-7254	1064	10	policy	policy	NOUN
epaa-7254	1064	11	analysis	analysis	NOUN
epaa-7254	1064	12	archives	archive	NOUN
epaa-7254	1064	13	vol	vol	NOUN
epaa-7254	1064	14	.	.	PROPN
epaa-7254	1064	15	30	30	NUM
epaa-7254	1065	1	no	no	NOUN
epaa-7254	1065	2	.	.	PUNCT
epaa-7254	1066	1	147	147	NUM
epaa-7254	1066	2	34	34	NUM
epaa-7254	1066	3	education	education	NOUN
epaa-7254	1066	4	policy	policy	NOUN
epaa-7254	1066	5	analysis	analysis	NOUN
epaa-7254	1066	6	archives	archive	NOUN
epaa-7254	1066	7	volume	volume	VERB
epaa-7254	1066	8	30	30	NUM
epaa-7254	1066	9	number	number	NOUN
epaa-7254	1066	10	147	147	NUM
epaa-7254	1066	11	october	october	PROPN
epaa-7254	1066	12	4	4	NUM
epaa-7254	1066	13	,	,	PUNCT
epaa-7254	1066	14	2022	2022	NUM
epaa-7254	1066	15	issn	issn	PROPN
epaa-7254	1066	16	1068	1068	NUM
epaa-7254	1066	17	-	-	SYM
epaa-7254	1066	18	2341	2341	NUM
epaa-7254	1066	19	readers	reader	NOUN
epaa-7254	1066	20	are	be	AUX
epaa-7254	1066	21	free	free	ADJ
epaa-7254	1066	22	to	to	PART
epaa-7254	1066	23	copy	copy	VERB
epaa-7254	1066	24	,	,	PUNCT
epaa-7254	1066	25	display	display	NOUN
epaa-7254	1066	26	,	,	PUNCT
epaa-7254	1066	27	distribute	distribute	VERB
epaa-7254	1066	28	,	,	PUNCT
epaa-7254	1066	29	and	and	CCONJ
epaa-7254	1066	30	adapt	adapt	VERB
epaa-7254	1066	31	this	this	DET
epaa-7254	1066	32	article	article	NOUN
epaa-7254	1066	33	,	,	PUNCT
epaa-7254	1066	34	as	as	ADV
epaa-7254	1066	35	long	long	ADV
epaa-7254	1066	36	as	as	SCONJ
epaa-7254	1066	37	the	the	DET
epaa-7254	1066	38	work	work	NOUN
epaa-7254	1066	39	is	be	AUX
epaa-7254	1066	40	attributed	attribute	VERB
epaa-7254	1066	41	to	to	ADP
epaa-7254	1066	42	the	the	DET
epaa-7254	1066	43	author(s	author(s	NOUN
epaa-7254	1066	44	)	)	PUNCT
epaa-7254	1066	45	and	and	CCONJ
epaa-7254	1066	46	education	education	NOUN
epaa-7254	1066	47	policy	policy	NOUN
epaa-7254	1066	48	analysis	analysis	NOUN
epaa-7254	1066	49	archives	archive	NOUN
epaa-7254	1066	50	,	,	PUNCT
epaa-7254	1066	51	the	the	DET
epaa-7254	1066	52	changes	change	NOUN
epaa-7254	1066	53	are	be	AUX
epaa-7254	1066	54	identified	identify	VERB
epaa-7254	1066	55	,	,	PUNCT
epaa-7254	1066	56	and	and	CCONJ
epaa-7254	1066	57	the	the	DET
epaa-7254	1066	58	same	same	ADJ
epaa-7254	1066	59	license	license	NOUN
epaa-7254	1066	60	applies	apply	VERB
epaa-7254	1066	61	to	to	ADP
epaa-7254	1066	62	the	the	DET
epaa-7254	1066	63	derivative	derivative	ADJ
epaa-7254	1066	64	work	work	NOUN
epaa-7254	1066	65	.	.	PUNCT
epaa-7254	1067	1	more	more	ADJ
epaa-7254	1067	2	details	detail	NOUN
epaa-7254	1067	3	of	of	ADP
epaa-7254	1067	4	this	this	DET
epaa-7254	1067	5	creative	creative	ADJ
epaa-7254	1067	6	commons	common	NOUN
epaa-7254	1067	7	license	license	NOUN
epaa-7254	1067	8	are	be	AUX
epaa-7254	1067	9	available	available	ADJ
epaa-7254	1067	10	at	at	ADP
epaa-7254	1067	11	https://creativecommons.org/licenses/by-sa/4.0/.	https://creativecommons.org/licenses/by-sa/4.0/.	NOUN
epaa-7254	1067	12	epaa	epaa	NOUN
epaa-7254	1067	13	is	be	AUX
epaa-7254	1067	14	published	publish	VERB
epaa-7254	1067	15	by	by	ADP
epaa-7254	1067	16	the	the	DET
epaa-7254	1067	17	mary	mary	PROPN
epaa-7254	1067	18	lou	lou	PROPN
epaa-7254	1067	19	fulton	fulton	PROPN
epaa-7254	1067	20	institute	institute	PROPN
epaa-7254	1067	21	and	and	CCONJ
epaa-7254	1067	22	graduate	graduate	PROPN
epaa-7254	1067	23	school	school	NOUN
epaa-7254	1067	24	of	of	ADP
epaa-7254	1067	25	education	education	NOUN
epaa-7254	1067	26	at	at	ADP
epaa-7254	1067	27	arizona	arizona	PROPN
epaa-7254	1067	28	state	state	PROPN
epaa-7254	1067	29	university	university	PROPN
epaa-7254	1067	30	articles	article	NOUN
epaa-7254	1067	31	are	be	AUX
epaa-7254	1067	32	indexed	index	VERB
epaa-7254	1067	33	in	in	ADP
epaa-7254	1067	34	circ	circ	PROPN
epaa-7254	1067	35	(	(	PUNCT
epaa-7254	1067	36	clasificación	clasificación	PROPN
epaa-7254	1067	37	integrada	integrada	PROPN
epaa-7254	1067	38	de	de	PROPN
epaa-7254	1067	39	revistas	revistas	PROPN
epaa-7254	1067	40	científicas	científicas	PROPN
epaa-7254	1067	41	,	,	PUNCT
epaa-7254	1067	42	spain	spain	PROPN
epaa-7254	1067	43	)	)	PUNCT
epaa-7254	1067	44	,	,	PUNCT
epaa-7254	1067	45	dialnet	dialnet	NOUN
epaa-7254	1067	46	(	(	PUNCT
epaa-7254	1067	47	spain	spain	PROPN
epaa-7254	1067	48	)	)	PUNCT
epaa-7254	1067	49	,	,	PUNCT
epaa-7254	1067	50	directory	directory	NOUN
epaa-7254	1067	51	of	of	ADP
epaa-7254	1067	52	open	open	ADJ
epaa-7254	1067	53	access	access	NOUN
epaa-7254	1067	54	journals	journal	NOUN
epaa-7254	1067	55	,	,	PUNCT
epaa-7254	1067	56	ebsco	ebsco	PROPN
epaa-7254	1067	57	education	education	PROPN
epaa-7254	1067	58	research	research	NOUN
epaa-7254	1067	59	complete	complete	ADJ
epaa-7254	1067	60	,	,	PUNCT
epaa-7254	1067	61	eric	eric	PROPN
epaa-7254	1067	62	,	,	PUNCT
epaa-7254	1067	63	education	education	NOUN
epaa-7254	1067	64	full	full	ADJ
epaa-7254	1067	65	text	text	NOUN
epaa-7254	1067	66	(	(	PUNCT
epaa-7254	1067	67	h.w	h.w	PROPN
epaa-7254	1067	68	.	.	PROPN
epaa-7254	1067	69	wilson	wilson	PROPN
epaa-7254	1067	70	)	)	PUNCT
epaa-7254	1067	71	,	,	PUNCT
epaa-7254	1067	72	qualis	qualis	PROPN
epaa-7254	1067	73	a1	a1	PROPN
epaa-7254	1067	74	(	(	PUNCT
epaa-7254	1067	75	brazil	brazil	PROPN
epaa-7254	1067	76	)	)	PUNCT
epaa-7254	1067	77	,	,	PUNCT
epaa-7254	1067	78	scimago	scimago	PROPN
epaa-7254	1067	79	journal	journal	PROPN
epaa-7254	1067	80	rank	rank	PROPN
epaa-7254	1067	81	,	,	PUNCT
epaa-7254	1067	82	scopus	scopus	PROPN
epaa-7254	1067	83	,	,	PUNCT
epaa-7254	1067	84	socolar	socolar	ADJ
epaa-7254	1067	85	(	(	PUNCT
epaa-7254	1067	86	china	china	PROPN
epaa-7254	1067	87	)	)	PUNCT
epaa-7254	1067	88	.	.	PUNCT
epaa-7254	1068	1	about	about	ADP
epaa-7254	1068	2	the	the	DET
epaa-7254	1068	3	editorial	editorial	ADJ
epaa-7254	1068	4	team	team	NOUN
epaa-7254	1068	5	:	:	PUNCT
epaa-7254	1068	6	https://epaa.asu.edu/ojs/index.php/epaa/about/editorialteam	https://epaa.asu.edu/ojs/index.php/epaa/about/editorialteam	PROPN
epaa-7254	1068	7	please	please	INTJ
epaa-7254	1068	8	send	send	VERB
epaa-7254	1068	9	errata	errata	NOUN
epaa-7254	1068	10	notes	note	NOUN
epaa-7254	1068	11	to	to	ADP
epaa-7254	1068	12	audrey	audrey	PROPN
epaa-7254	1068	13	amrein	amrein	PROPN
epaa-7254	1068	14	-	-	PUNCT
epaa-7254	1068	15	beardsley	beardsley	PROPN
epaa-7254	1068	16	at	at	ADP
epaa-7254	1068	17	audrey.beardsley@asu.edu	audrey.beardsley@asu.edu	PROPN
epaa-7254	1068	18	join	join	VERB
epaa-7254	1068	19	epaa	epaa	PROPN
epaa-7254	1068	20	’s	’s	PART
epaa-7254	1068	21	facebook	facebook	PROPN
epaa-7254	1068	22	community	community	NOUN
epaa-7254	1068	23	at	at	ADP
epaa-7254	1068	24	https://www.facebook.com/epaaaape	https://www.facebook.com/epaaaape	PROPN
epaa-7254	1068	25	and	and	CCONJ
epaa-7254	1068	26	twitter	twitter	NOUN
epaa-7254	1068	27	feed	feed	NOUN
epaa-7254	1068	28	@epaa_aape	@epaa_aape	NOUN
epaa-7254	1068	29	.	.	PUNCT
epaa-7254	1069	1	https://creativecommons.org/licenses/by-sa/4.0/	https://creativecommons.org/licenses/by-sa/4.0/	PROPN
epaa-7254	1069	2	http://www.doaj.org/	http://www.doaj.org/	PROPN
epaa-7254	1069	3	http://www.doaj.org/	http://www.doaj.org/	PROPN
epaa-7254	1069	4	https://epaa.asu.edu/ojs/index.php/epaa/about/editorialteam	https://epaa.asu.edu/ojs/index.php/epaa/about/editorialteam	PROPN
epaa-7254	1069	5	mailto:audrey.beardsley@asu.edu	mailto:audrey.beardsley@asu.edu	PROPN
epaa-7254	1069	6	https://www.facebook.com/epaaaape	https://www.facebook.com/epaaaape	PROPN