id	sid	tid	token	lemma	pos
epaa-3696	1	1	understanding	understand	VERB
epaa-3696	1	2	teacher	teacher	NOUN
epaa-3696	1	3	shortages	shortage	NOUN
epaa-3696	1	4	:	:	PUNCT
epaa-3696	1	5	an	an	DET
epaa-3696	1	6	analysis	analysis	NOUN
epaa-3696	1	7	of	of	ADP
epaa-3696	1	8	teacher	teacher	NOUN
epaa-3696	1	9	supply	supply	NOUN
epaa-3696	1	10	and	and	CCONJ
epaa-3696	1	11	demand	demand	NOUN
epaa-3696	1	12	in	in	ADP
epaa-3696	1	13	the	the	DET
epaa-3696	1	14	united	united	PROPN
epaa-3696	1	15	states	states	PROPN
epaa-3696	1	16	journal	journal	PROPN
epaa-3696	1	17	website	website	NOUN
epaa-3696	1	18	:	:	PUNCT
epaa-3696	1	19	http://epaa.asu.edu/ojs/	http://epaa.asu.edu/ojs/	PROPN
epaa-3696	1	20	manuscript	manuscript	NOUN
epaa-3696	1	21	received	receive	VERB
epaa-3696	1	22	:	:	PUNCT
epaa-3696	1	23	2/9/2018	2/9/2018	NUM
epaa-3696	1	24	facebook	facebook	NOUN
epaa-3696	1	25	:	:	PUNCT
epaa-3696	1	26	/epaaa	/epaaa	PUNCT
epaa-3696	1	27	revisions	revision	NOUN
epaa-3696	1	28	received	receive	VERB
epaa-3696	1	29	:	:	PUNCT
epaa-3696	1	30	4/11/2018	4/11/2018	NUM
epaa-3696	1	31	twitter	twitter	NOUN
epaa-3696	1	32	:	:	PUNCT
epaa-3696	1	33	@epaa_aape	@epaa_aape	NOUN
epaa-3696	1	34	accepted	accept	VERB
epaa-3696	1	35	:	:	PUNCT
epaa-3696	1	36	3/24/2019	3/24/2019	NUM
epaa-3696	1	37	special	special	ADJ
epaa-3696	1	38	issue	issue	NOUN
epaa-3696	1	39	understanding	understanding	NOUN
epaa-3696	1	40	and	and	CCONJ
epaa-3696	1	41	solving	solve	VERB
epaa-3696	1	42	teacher	teacher	NOUN
epaa-3696	1	43	shortages	shortage	NOUN
epaa-3696	1	44	:	:	PUNCT
epaa-3696	1	45	policy	policy	NOUN
epaa-3696	1	46	strategies	strategy	NOUN
epaa-3696	1	47	for	for	ADP
epaa-3696	1	48	a	a	DET
epaa-3696	1	49	strong	strong	ADJ
epaa-3696	1	50	profession	profession	NOUN
epaa-3696	1	51	education	education	NOUN
epaa-3696	1	52	policy	policy	NOUN
epaa-3696	1	53	analysis	analysis	NOUN
epaa-3696	1	54	archives	archive	NOUN
epaa-3696	1	55	a	a	DET
epaa-3696	1	56	peer	peer	NOUN
epaa-3696	1	57	-	-	PUNCT
epaa-3696	1	58	reviewed	review	VERB
epaa-3696	1	59	,	,	PUNCT
epaa-3696	1	60	independent	independent	ADJ
epaa-3696	1	61	,	,	PUNCT
epaa-3696	1	62	open	open	ADJ
epaa-3696	1	63	access	access	NOUN
epaa-3696	1	64	,	,	PUNCT
epaa-3696	1	65	multilingual	multilingual	ADJ
epaa-3696	1	66	journal	journal	NOUN
epaa-3696	1	67	arizona	arizona	PROPN
epaa-3696	1	68	state	state	PROPN
epaa-3696	1	69	university	university	PROPN
epaa-3696	1	70	volume	volume	NOUN
epaa-3696	1	71	27	27	NUM
epaa-3696	1	72	number	number	NOUN
epaa-3696	1	73	35	35	NUM
epaa-3696	1	74	april	april	PROPN
epaa-3696	1	75	8	8	NUM
epaa-3696	1	76	,	,	PUNCT
epaa-3696	1	77	2019	2019	NUM
epaa-3696	1	78	issn	issn	PROPN
epaa-3696	1	79	1068	1068	NUM
epaa-3696	1	80	-	-	SYM
epaa-3696	1	81	2341	2341	NUM
epaa-3696	1	82	understanding	understanding	NOUN
epaa-3696	1	83	teacher	teacher	NOUN
epaa-3696	1	84	shortages	shortage	NOUN
epaa-3696	1	85	:	:	PUNCT
epaa-3696	1	86	an	an	DET
epaa-3696	1	87	analysis	analysis	NOUN
epaa-3696	1	88	of	of	ADP
epaa-3696	1	89	teacher	teacher	NOUN
epaa-3696	1	90	supply	supply	NOUN
epaa-3696	1	91	and	and	CCONJ
epaa-3696	1	92	demand	demand	NOUN
epaa-3696	1	93	in	in	ADP
epaa-3696	1	94	the	the	DET
epaa-3696	1	95	united	united	PROPN
epaa-3696	1	96	states	states	PROPN
epaa-3696	1	97	leib	leib	PROPN
epaa-3696	1	98	sutcher	sutcher	PROPN
epaa-3696	1	99	linda	linda	PROPN
epaa-3696	1	100	darling	darling	PROPN
epaa-3696	1	101	-	-	PUNCT
epaa-3696	1	102	hammond	hammond	PROPN
epaa-3696	1	103	&	&	CCONJ
epaa-3696	1	104	desiree	desiree	PROPN
epaa-3696	1	105	carver	carver	PROPN
epaa-3696	1	106	-	-	PUNCT
epaa-3696	1	107	thomas	thomas	PROPN
epaa-3696	1	108	learning	learning	PROPN
epaa-3696	1	109	policy	policy	PROPN
epaa-3696	1	110	institute	institute	PROPN
epaa-3696	1	111	united	united	PROPN
epaa-3696	1	112	states	states	PROPN
epaa-3696	1	113	citation	citation	NOUN
epaa-3696	1	114	:	:	PUNCT
epaa-3696	1	115	sutcher	sutcher	PROPN
epaa-3696	1	116	,	,	PUNCT
epaa-3696	1	117	l.	l.	PROPN
epaa-3696	1	118	,	,	PUNCT
epaa-3696	1	119	darling	darling	NOUN
epaa-3696	1	120	-	-	PUNCT
epaa-3696	1	121	hammond	hammond	PROPN
epaa-3696	1	122	,	,	PUNCT
epaa-3696	1	123	l.	l.	PROPN
epaa-3696	1	124	,	,	PUNCT
epaa-3696	1	125	&	&	CCONJ
epaa-3696	1	126	carver	carver	PROPN
epaa-3696	1	127	-	-	PUNCT
epaa-3696	1	128	thomas	thomas	PROPN
epaa-3696	1	129	,	,	PUNCT
epaa-3696	1	130	d.	d.	PROPN
epaa-3696	1	131	(	(	PUNCT
epaa-3696	1	132	2019	2019	NUM
epaa-3696	1	133	)	)	PUNCT
epaa-3696	1	134	.	.	PUNCT
epaa-3696	2	1	understanding	understand	VERB
epaa-3696	2	2	teacher	teacher	NOUN
epaa-3696	2	3	shortages	shortage	NOUN
epaa-3696	2	4	:	:	PUNCT
epaa-3696	2	5	an	an	DET
epaa-3696	2	6	analysis	analysis	NOUN
epaa-3696	2	7	of	of	ADP
epaa-3696	2	8	teacher	teacher	NOUN
epaa-3696	2	9	supply	supply	NOUN
epaa-3696	2	10	and	and	CCONJ
epaa-3696	2	11	demand	demand	NOUN
epaa-3696	2	12	in	in	ADP
epaa-3696	2	13	the	the	DET
epaa-3696	2	14	united	united	PROPN
epaa-3696	2	15	states	states	PROPN
epaa-3696	2	16	.	.	PUNCT
epaa-3696	3	1	education	education	NOUN
epaa-3696	3	2	policy	policy	NOUN
epaa-3696	3	3	analysis	analysis	NOUN
epaa-3696	3	4	archives	archive	NOUN
epaa-3696	3	5	,	,	PUNCT
epaa-3696	3	6	27(35	27(35	NUM
epaa-3696	3	7	)	)	PUNCT
epaa-3696	3	8	.	.	PUNCT
epaa-3696	4	1	http://dx.doi.org/10.14507/epaa.27.3696	http://dx.doi.org/10.14507/epaa.27.3696	NOUN
epaa-3696	4	2	this	this	DET
epaa-3696	4	3	article	article	NOUN
epaa-3696	4	4	is	be	AUX
epaa-3696	4	5	part	part	NOUN
epaa-3696	4	6	of	of	ADP
epaa-3696	4	7	the	the	DET
epaa-3696	4	8	special	special	ADJ
epaa-3696	4	9	issue	issue	NOUN
epaa-3696	4	10	,	,	PUNCT
epaa-3696	4	11	understanding	understanding	NOUN
epaa-3696	4	12	and	and	CCONJ
epaa-3696	4	13	solving	solve	VERB
epaa-3696	4	14	teacher	teacher	NOUN
epaa-3696	4	15	shortages	shortage	NOUN
epaa-3696	4	16	:	:	PUNCT
epaa-3696	4	17	policy	policy	NOUN
epaa-3696	4	18	strategies	strategy	NOUN
epaa-3696	4	19	for	for	ADP
epaa-3696	4	20	a	a	DET
epaa-3696	4	21	strong	strong	ADJ
epaa-3696	4	22	profession	profession	NOUN
epaa-3696	4	23	,	,	PUNCT
epaa-3696	4	24	guested	gueste	VERB
epaa-3696	4	25	edited	edit	VERB
epaa-3696	4	26	by	by	ADP
epaa-3696	4	27	linda	linda	PROPN
epaa-3696	4	28	darling	darling	PROPN
epaa-3696	4	29	-	-	PUNCT
epaa-3696	4	30	hammond	hammond	PROPN
epaa-3696	4	31	and	and	CCONJ
epaa-3696	4	32	anne	anne	PROPN
epaa-3696	4	33	podolsky	podolsky	PROPN
epaa-3696	4	34	.	.	PUNCT
epaa-3696	5	1	abstract	abstract	ADJ
epaa-3696	5	2	:	:	PUNCT
epaa-3696	5	3	this	this	DET
epaa-3696	5	4	paper	paper	NOUN
epaa-3696	5	5	reviews	review	VERB
epaa-3696	5	6	the	the	DET
epaa-3696	5	7	sources	source	NOUN
epaa-3696	5	8	of	of	ADP
epaa-3696	5	9	and	and	CCONJ
epaa-3696	5	10	potential	potential	ADJ
epaa-3696	5	11	solutions	solution	NOUN
epaa-3696	5	12	to	to	ADP
epaa-3696	5	13	teacher	teacher	NOUN
epaa-3696	5	14	shortages	shortage	NOUN
epaa-3696	5	15	in	in	ADP
epaa-3696	5	16	the	the	DET
epaa-3696	5	17	united	united	PROPN
epaa-3696	5	18	states	states	PROPN
epaa-3696	5	19	.	.	PUNCT
epaa-3696	6	1	it	it	PRON
epaa-3696	6	2	describes	describe	VERB
epaa-3696	6	3	the	the	DET
epaa-3696	6	4	sources	source	NOUN
epaa-3696	6	5	of	of	ADP
epaa-3696	6	6	current	current	ADJ
epaa-3696	6	7	and	and	CCONJ
epaa-3696	6	8	projected	project	VERB
epaa-3696	6	9	increases	increase	NOUN
epaa-3696	6	10	in	in	ADP
epaa-3696	6	11	t	t	PROPN
epaa-3696	6	12	eacher	eacher	NOUN
epaa-3696	6	13	demand	demand	NOUN
epaa-3696	6	14	relative	relative	ADJ
epaa-3696	6	15	to	to	ADP
epaa-3696	6	16	enrollments	enrollment	NOUN
epaa-3696	6	17	,	,	PUNCT
epaa-3696	6	18	shifts	shift	NOUN
epaa-3696	6	19	in	in	ADP
epaa-3696	6	20	pupil	pupil	ADJ
epaa-3696	6	21	-	-	PUNCT
epaa-3696	6	22	teacher	teacher	NOUN
epaa-3696	6	23	ratios	ratio	NOUN
epaa-3696	6	24	,	,	PUNCT
epaa-3696	6	25	and	and	CCONJ
epaa-3696	6	26	attrition	attrition	NOUN
epaa-3696	6	27	.	.	PUNCT
epaa-3696	7	1	it	it	PRON
epaa-3696	7	2	places	place	VERB
epaa-3696	7	3	these	these	PRON
epaa-3696	7	4	in	in	ADP
epaa-3696	7	5	relation	relation	NOUN
epaa-3696	7	6	to	to	ADP
epaa-3696	7	7	recent	recent	ADJ
epaa-3696	7	8	declines	decline	NOUN
epaa-3696	7	9	in	in	ADP
epaa-3696	7	10	teacher	teacher	NOUN
epaa-3696	7	11	supply	supply	NOUN
epaa-3696	7	12	and	and	CCONJ
epaa-3696	7	13	evaluates	evaluate	VERB
epaa-3696	7	14	evidence	evidence	NOUN
epaa-3696	7	15	of	of	ADP
epaa-3696	7	16	shortages	shortage	NOUN
epaa-3696	7	17	in	in	ADP
epaa-3696	7	18	fields	field	NOUN
epaa-3696	7	19	like	like	ADP
epaa-3696	7	20	mathematics	mathematic	NOUN
epaa-3696	7	21	,	,	PUNCT
epaa-3696	7	22	science	science	NOUN
epaa-3696	7	23	,	,	PUNCT
epaa-3696	7	24	special	special	ADJ
epaa-3696	7	25	education	education	NOUN
epaa-3696	7	26	,	,	PUNCT
epaa-3696	7	27	and	and	CCONJ
epaa-3696	7	28	educators	educator	NOUN
epaa-3696	7	29	for	for	ADP
epaa-3696	7	30	english	english	ADJ
epaa-3696	7	31	learners	learner	NOUN
epaa-3696	7	32	,	,	PUNCT
epaa-3696	7	33	a	a	DET
epaa-3696	7	34	s	s	X
epaa-3696	7	35	well	well	ADV
epaa-3696	7	36	as	as	ADP
epaa-3696	7	37	http://epaa.asu.edu/ojs/	http://epaa.asu.edu/ojs/	PROPN
epaa-3696	7	38	http://dx.doi.org/10.14507/epaa.27.3696	http://dx.doi.org/10.14507/epaa.27.3696	NOUN
epaa-3696	7	39	education	education	NOUN
epaa-3696	7	40	policy	policy	NOUN
epaa-3696	7	41	analysis	analysis	NOUN
epaa-3696	7	42	archives	archive	NOUN
epaa-3696	7	43	vol	vol	NOUN
epaa-3696	7	44	.	.	PUNCT
epaa-3696	8	1	27	27	NUM
epaa-3696	8	2	no	no	NOUN
epaa-3696	8	3	.	.	NOUN
epaa-3696	8	4	35	35	NUM
epaa-3696	8	5	special	special	ADJ
epaa-3696	8	6	issue	issue	NOUN
epaa-3696	8	7	2	2	NUM
epaa-3696	8	8	in	in	ADP
epaa-3696	8	9	particular	particular	ADJ
epaa-3696	8	10	parts	part	NOUN
epaa-3696	8	11	of	of	ADP
epaa-3696	8	12	the	the	DET
epaa-3696	8	13	country	country	NOUN
epaa-3696	8	14	.	.	PUNCT
epaa-3696	9	1	our	our	PRON
epaa-3696	9	2	analysis	analysis	NOUN
epaa-3696	9	3	using	use	VERB
epaa-3696	9	4	national	national	ADJ
epaa-3696	9	5	databases	database	NOUN
epaa-3696	9	6	through	through	ADP
epaa-3696	9	7	2016	2016	NUM
epaa-3696	9	8	predicted	predict	VERB
epaa-3696	9	9	an	an	DET
epaa-3696	9	10	estimated	estimate	VERB
epaa-3696	9	11	annual	annual	ADJ
epaa-3696	9	12	teacher	teacher	NOUN
epaa-3696	9	13	shortage	shortage	NOUN
epaa-3696	9	14	of	of	ADP
epaa-3696	9	15	approximately	approximately	ADV
epaa-3696	9	16	112,000	112,000	NUM
epaa-3696	9	17	teachers	teacher	NOUN
epaa-3696	9	18	in	in	ADP
epaa-3696	9	19	2017	2017	NUM
epaa-3696	9	20	18	18	NUM
epaa-3696	9	21	.	.	PUNCT
epaa-3696	10	1	our	our	PRON
epaa-3696	10	2	recent	recent	ADJ
epaa-3696	10	3	review	review	NOUN
epaa-3696	10	4	of	of	ADP
epaa-3696	10	5	state	state	NOUN
epaa-3696	10	6	teacher	teacher	NOUN
epaa-3696	10	7	workforce	workforce	PROPN
epaa-3696	10	8	reports	report	VERB
epaa-3696	10	9	estimated	estimate	VERB
epaa-3696	10	10	109,000	109,000	NUM
epaa-3696	10	11	individuals	individual	NOUN
epaa-3696	10	12	were	be	AUX
epaa-3696	10	13	uncertified	uncertified	ADJ
epaa-3696	10	14	for	for	ADP
epaa-3696	10	15	their	their	PRON
epaa-3696	10	16	teaching	teaching	NOUN
epaa-3696	10	17	positions	position	NOUN
epaa-3696	10	18	in	in	ADP
epaa-3696	10	19	the	the	DET
epaa-3696	10	20	us	us	PROPN
epaa-3696	10	21	in	in	ADP
epaa-3696	10	22	2017	2017	NUM
epaa-3696	10	23	,	,	PUNCT
epaa-3696	10	24	roughly	roughly	ADV
epaa-3696	10	25	approximating	approximate	VERB
epaa-3696	10	26	our	our	PRON
epaa-3696	10	27	projections	projection	NOUN
epaa-3696	10	28	.	.	PUNCT
epaa-3696	11	1	we	we	PRON
epaa-3696	11	2	discuss	discuss	VERB
epaa-3696	11	3	the	the	DET
epaa-3696	11	4	factors	factor	NOUN
epaa-3696	11	5	driving	drive	VERB
epaa-3696	11	6	shortages	shortage	NOUN
epaa-3696	11	7	and	and	CCONJ
epaa-3696	11	8	,	,	PUNCT
epaa-3696	11	9	based	base	VERB
epaa-3696	11	10	on	on	ADP
epaa-3696	11	11	previous	previous	ADJ
epaa-3696	11	12	research	research	NOUN
epaa-3696	11	13	,	,	PUNCT
epaa-3696	11	14	identify	identify	VERB
epaa-3696	11	15	responses	response	NOUN
epaa-3696	11	16	that	that	PRON
epaa-3696	11	17	might	might	AUX
epaa-3696	11	18	ameliorate	ameliorate	VERB
epaa-3696	11	19	these	these	DET
epaa-3696	11	20	trends	trend	NOUN
epaa-3696	11	21	.	.	PUNCT
epaa-3696	12	1	keywords	keyword	NOUN
epaa-3696	12	2	:	:	PUNCT
epaa-3696	12	3	teacher	teacher	NOUN
epaa-3696	12	4	shortages	shortage	NOUN
epaa-3696	12	5	;	;	PUNCT
epaa-3696	12	6	teacher	teacher	NOUN
epaa-3696	12	7	supply	supply	NOUN
epaa-3696	12	8	;	;	PUNCT
epaa-3696	12	9	teacher	teacher	NOUN
epaa-3696	12	10	demand	demand	NOUN
epaa-3696	12	11	;	;	PUNCT
epaa-3696	12	12	attrition	attrition	NOUN
epaa-3696	12	13	entendiendo	entendiendo	NOUN
epaa-3696	12	14	la	la	X
epaa-3696	12	15	escasez	escasez	PROPN
epaa-3696	12	16	de	de	X
epaa-3696	12	17	profesores	profesores	PROPN
epaa-3696	12	18	:	:	PUNCT
epaa-3696	12	19	un	un	PROPN
epaa-3696	12	20	análisis	análisis	PROPN
epaa-3696	12	21	de	de	PROPN
epaa-3696	12	22	la	la	PROPN
epaa-3696	12	23	oferta	oferta	PROPN
epaa-3696	12	24	y	y	PROPN
epaa-3696	12	25	demanda	demanda	PROPN
epaa-3696	12	26	de	de	PROPN
epaa-3696	12	27	maestros	maestros	PROPN
epaa-3696	12	28	en	en	PROPN
epaa-3696	12	29	los	los	PROPN
epaa-3696	12	30	estados	estado	NOUN
epaa-3696	12	31	unidos	unido	NOUN
epaa-3696	12	32	resumen	resuman	NOUN
epaa-3696	12	33	:	:	PUNCT
epaa-3696	12	34	este	este	PROPN
epaa-3696	12	35	artículo	artículo	PROPN
epaa-3696	12	36	analiza	analiza	PROPN
epaa-3696	12	37	las	las	PROPN
epaa-3696	12	38	fuentes	fuentes	PROPN
epaa-3696	12	39	de	de	X
epaa-3696	12	40	escasez	escasez	PROPN
epaa-3696	12	41	de	de	X
epaa-3696	12	42	maestros	maestros	PROPN
epaa-3696	12	43	en	en	PROPN
epaa-3696	12	44	los	los	PROPN
epaa-3696	12	45	estados	estado	NOUN
epaa-3696	12	46	unidos	unido	NOUN
epaa-3696	12	47	y	y	PROPN
epaa-3696	12	48	posibles	posible	NOUN
epaa-3696	12	49	soluciones	soluciones	PROPN
epaa-3696	12	50	para	para	PROPN
epaa-3696	12	51	este	este	PROPN
epaa-3696	12	52	situación	situación	PROPN
epaa-3696	12	53	.	.	PROPN
epaa-3696	12	54	describe	describe	VERB
epaa-3696	12	55	las	las	PROPN
epaa-3696	12	56	fuentes	fuentes	PROPN
epaa-3696	12	57	de	de	PROPN
epaa-3696	12	58	aumentos	aumentos	ADV
epaa-3696	12	59	actuales	actuale	VERB
epaa-3696	12	60	y	y	PROPN
epaa-3696	12	61	proyectados	proyectado	NOUN
epaa-3696	12	62	en	en	X
epaa-3696	12	63	la	la	X
epaa-3696	12	64	demanda	demanda	PROPN
epaa-3696	12	65	de	de	PROPN
epaa-3696	12	66	maestros	maestros	PROPN
epaa-3696	12	67	en	en	PROPN
epaa-3696	12	68	relación	relación	PROPN
epaa-3696	12	69	a	a	DET
epaa-3696	12	70	las	las	PROPN
epaa-3696	12	71	matrículas	matrículas	PROPN
epaa-3696	12	72	,	,	PUNCT
epaa-3696	12	73	cambios	cambios	PROPN
epaa-3696	12	74	en	en	PROPN
epaa-3696	12	75	las	las	PROPN
epaa-3696	12	76	proporciones	proporcione	NOUN
epaa-3696	12	77	alumnomaestro	alumnomaestro	VERB
epaa-3696	12	78	y	y	PROPN
epaa-3696	12	79	la	la	ADV
epaa-3696	12	80	atrición	atrición	PROPN
epaa-3696	12	81	.	.	PUNCT
epaa-3696	13	1	en	en	PROPN
epaa-3696	13	2	relación	relación	PROPN
epaa-3696	13	3	con	con	PROPN
epaa-3696	13	4	la	la	PROPN
epaa-3696	13	5	disminución	disminución	PROPN
epaa-3696	13	6	reciente	reciente	PROPN
epaa-3696	13	7	en	en	X
epaa-3696	13	8	la	la	PROPN
epaa-3696	13	9	oferta	oferta	PROPN
epaa-3696	13	10	de	de	PROPN
epaa-3696	13	11	maestros	maestros	PROPN
epaa-3696	13	12	,	,	PUNCT
epaa-3696	13	13	encontramos	encontramos	PROPN
epaa-3696	13	14	evidencia	evidencia	PROPN
epaa-3696	13	15	de	de	X
epaa-3696	13	16	escasez	escasez	PROPN
epaa-3696	13	17	en	en	PROPN
epaa-3696	13	18	campos	campos	PROPN
epaa-3696	13	19	como	como	PROPN
epaa-3696	13	20	matemáticas	matemáticas	PROPN
epaa-3696	13	21	,	,	PUNCT
epaa-3696	13	22	ciencias	ciencias	PROPN
epaa-3696	13	23	,	,	PUNCT
epaa-3696	13	24	educación	educación	PROPN
epaa-3696	13	25	especial	especial	PROPN
epaa-3696	13	26	y	y	PROPN
epaa-3696	13	27	educadores	educadores	PROPN
epaa-3696	13	28	para	para	PROPN
epaa-3696	13	29	estudiantes	estudiantes	PROPN
epaa-3696	13	30	de	de	PROPN
epaa-3696	13	31	inglés	inglés	PROPN
epaa-3696	13	32	,	,	PUNCT
epaa-3696	13	33	así	así	PROPN
epaa-3696	13	34	como	como	PROPN
epaa-3696	13	35	en	en	X
epaa-3696	13	36	partes	part	VERB
epaa-3696	13	37	específicas	específica	NOUN
epaa-3696	13	38	del	del	PROPN
epaa-3696	13	39	país	país	PROPN
epaa-3696	13	40	.	.	PUNCT
epaa-3696	14	1	nuestro	nuestro	PROPN
epaa-3696	14	2	análisis	análisis	PROPN
epaa-3696	14	3	utilizando	utilizando	PROPN
epaa-3696	14	4	bases	bases	PROPN
epaa-3696	14	5	de	de	X
epaa-3696	14	6	datos	datos	X
epaa-3696	14	7	na	na	PART
epaa-3696	14	8	cionales	cionale	VERB
epaa-3696	14	9	hasta	hasta	PROPN
epaa-3696	14	10	2016	2016	NUM
epaa-3696	14	11	predijo	predijo	PROPN
epaa-3696	14	12	una	una	PROPN
epaa-3696	14	13	escasez	escasez	PROPN
epaa-3696	14	14	anual	anual	PROPN
epaa-3696	14	15	estimada	estimada	PROPN
epaa-3696	14	16	de	de	PROPN
epaa-3696	14	17	aproximadamente	aproximadamente	PROPN
epaa-3696	14	18	112.000	112.000	NUM
epaa-3696	14	19	profesores	profesore	NOUN
epaa-3696	14	20	en	en	ADP
epaa-3696	14	21	2017	2017	NUM
epaa-3696	14	22	-18	-18	NUM
epaa-3696	14	23	.	.	PUNCT
epaa-3696	14	24	nuestra	nuestra	PROPN
epaa-3696	14	25	reciente	reciente	PROPN
epaa-3696	14	26	revisión	revisión	PROPN
epaa-3696	14	27	de	de	X
epaa-3696	14	28	los	los	PROPN
epaa-3696	14	29	informes	informes	X
epaa-3696	14	30	de	de	X
epaa-3696	14	31	la	la	X
epaa-3696	14	32	fuerza	fuerza	PROPN
epaa-3696	14	33	de	de	PROPN
epaa-3696	14	34	trabajo	trabajo	PROPN
epaa-3696	14	35	de	de	PROPN
epaa-3696	14	36	maestros	maestros	PROPN
epaa-3696	14	37	del	del	PROPN
epaa-3696	14	38	estado	estado	PROPN
epaa-3696	14	39	estimó	estimó	PROPN
epaa-3696	14	40	que	que	X
epaa-3696	14	41	109.000	109.000	NUM
epaa-3696	14	42	personas	persona	NOUN
epaa-3696	14	43	no	no	DET
epaa-3696	14	44	fueron	fueron	NOUN
epaa-3696	14	45	certificadas	certificada	VERB
epaa-3696	14	46	para	para	PROPN
epaa-3696	14	47	sus	sus	PROPN
epaa-3696	14	48	po	po	PROPN
epaa-3696	14	49	siciones	siciones	PROPN
epaa-3696	14	50	de	de	X
epaa-3696	14	51	enseñanza	enseñanza	PROPN
epaa-3696	14	52	en	en	PROPN
epaa-3696	14	53	los	los	PROPN
epaa-3696	14	54	ee.uu	ee.uu	PROPN
epaa-3696	14	55	.	.	PUNCT
epaa-3696	15	1	en	en	ADP
epaa-3696	15	2	2017	2017	NUM
epaa-3696	15	3	,	,	PUNCT
epaa-3696	15	4	acercándose	acercándose	VERB
epaa-3696	15	5	a	a	DET
epaa-3696	15	6	nuestras	nuestras	PROPN
epaa-3696	15	7	proyecciones	proyecciones	PROPN
epaa-3696	15	8	.	.	PUNCT
epaa-3696	16	1	discutimos	discutimos	PROPN
epaa-3696	16	2	los	los	PROPN
epaa-3696	16	3	factores	factores	PROPN
epaa-3696	16	4	que	que	PROPN
epaa-3696	16	5	impulsan	impulsan	PROPN
epaa-3696	16	6	la	la	PROPN
epaa-3696	16	7	escasez	escasez	PROPN
epaa-3696	16	8	y	y	PROPN
epaa-3696	16	9	,	,	PUNCT
epaa-3696	16	10	sobre	sobre	PROPN
epaa-3696	16	11	la	la	PROPN
epaa-3696	16	12	base	base	PROPN
epaa-3696	16	13	de	de	PROPN
epaa-3696	16	14	investigaciones	investigaciones	PROPN
epaa-3696	16	15	anteriores	anteriore	NOUN
epaa-3696	16	16	,	,	PUNCT
epaa-3696	16	17	identificamos	identificamos	PROPN
epaa-3696	16	18	respuestas	respuestas	X
epaa-3696	16	19	que	que	X
epaa-3696	16	20	pueden	pueden	X
epaa-3696	16	21	mejorar	mejorar	PROPN
epaa-3696	16	22	esas	esas	PROPN
epaa-3696	16	23	tendencias	tendencias	PROPN
epaa-3696	16	24	.	.	PUNCT
epaa-3696	17	1	palabras	palabras	PROPN
epaa-3696	17	2	clave	clave	PROPN
epaa-3696	17	3	:	:	PUNCT
epaa-3696	17	4	escasez	escasez	PROPN
epaa-3696	17	5	de	de	X
epaa-3696	17	6	maestros	maestros	PROPN
epaa-3696	17	7	;	;	PUNCT
epaa-3696	17	8	oferta	oferta	PROPN
epaa-3696	17	9	de	de	PROPN
epaa-3696	17	10	maestros	maestros	PROPN
epaa-3696	17	11	;	;	PUNCT
epaa-3696	17	12	demanda	demanda	PROPN
epaa-3696	17	13	de	de	PROPN
epaa-3696	17	14	maestros	maestros	PROPN
epaa-3696	17	15	;	;	PUNCT
epaa-3696	17	16	atrición	atrición	ADP
epaa-3696	17	17	entendendo	entendendo	VERB
epaa-3696	17	18	a	a	DET
epaa-3696	17	19	escassez	escassez	NOUN
epaa-3696	17	20	de	de	X
epaa-3696	17	21	professores	professore	NOUN
epaa-3696	17	22	:	:	PUNCT
epaa-3696	17	23	uma	uma	PROPN
epaa-3696	17	24	análise	análise	PROPN
epaa-3696	17	25	da	da	PROPN
epaa-3696	17	26	oferta	oferta	PROPN
epaa-3696	17	27	e	e	PROPN
epaa-3696	17	28	demanda	demanda	PROPN
epaa-3696	17	29	de	de	PROPN
epaa-3696	17	30	professores	professores	PROPN
epaa-3696	17	31	nos	nos	PROPN
epaa-3696	17	32	estados	estado	VERB
epaa-3696	17	33	unidos	unido	NOUN
epaa-3696	17	34	resumo	resumo	ADJ
epaa-3696	17	35	:	:	PUNCT
epaa-3696	17	36	este	este	ADJ
epaa-3696	17	37	artigo	artigo	PROPN
epaa-3696	17	38	analisa	analisa	NOUN
epaa-3696	17	39	as	as	SCONJ
epaa-3696	17	40	fontes	fonte	NOUN
epaa-3696	17	41	de	de	X
epaa-3696	17	42	escassez	escassez	PROPN
epaa-3696	17	43	de	de	PROPN
epaa-3696	17	44	professores	professore	NOUN
epaa-3696	17	45	nos	nos	PROPN
epaa-3696	17	46	estados	estado	VERB
epaa-3696	17	47	uni	uni	PROPN
epaa-3696	17	48	dos	dos	PROPN
epaa-3696	17	49	e	e	AUX
epaa-3696	17	50	possíveis	possíveis	PROPN
epaa-3696	17	51	soluções	soluções	VERB
epaa-3696	17	52	para	para	NOUN
epaa-3696	17	53	este	este	NOUN
epaa-3696	17	54	dliema	dliema	NOUN
epaa-3696	17	55	.	.	PUNCT
epaa-3696	18	1	ele	ele	PROPN
epaa-3696	18	2	descreve	descreve	PROPN
epaa-3696	18	3	as	as	ADP
epaa-3696	18	4	fontes	fonte	NOUN
epaa-3696	18	5	de	de	ADP
epaa-3696	18	6	aumentos	aumentos	ADV
epaa-3696	18	7	atuais	atuais	NOUN
epaa-3696	18	8	e	e	NOUN
epaa-3696	18	9	projetados	projetado	NOUN
epaa-3696	18	10	na	na	ADP
epaa-3696	18	11	demanda	demanda	PROPN
epaa-3696	18	12	de	de	PROPN
epaa-3696	18	13	professores	professores	PROPN
epaa-3696	18	14	em	em	PROPN
epaa-3696	18	15	relação	relação	PROPN
epaa-3696	18	16	às	às	PROPN
epaa-3696	18	17	matrículas	matrículas	PROPN
epaa-3696	18	18	,	,	PUNCT
epaa-3696	18	19	mudanças	mudanças	PROPN
epaa-3696	18	20	nas	nas	PROPN
epaa-3696	18	21	proporções	proporções	ADJ
epaa-3696	18	22	aluno	aluno	PROPN
epaa-3696	18	23	professor	professor	PROPN
epaa-3696	18	24	e	e	PROPN
epaa-3696	18	25	atrito	atrito	VERB
epaa-3696	18	26	.	.	PUNCT
epaa-3696	19	1	em	em	PRON
epaa-3696	19	2	relação	relação	PROPN
epaa-3696	19	3	aos	aos	PROPN
epaa-3696	19	4	declínios	declínios	PROPN
epaa-3696	19	5	recentes	recente	VERB
epaa-3696	19	6	na	na	PROPN
epaa-3696	19	7	oferta	oferta	PROPN
epaa-3696	19	8	de	de	PROPN
epaa-3696	19	9	professor	professor	PROPN
epaa-3696	19	10	es	es	PROPN
epaa-3696	19	11	,	,	PUNCT
epaa-3696	19	12	encontramos	encontramos	PROPN
epaa-3696	19	13	evidências	evidências	PROPN
epaa-3696	19	14	de	de	PROPN
epaa-3696	19	15	escassez	escassez	PROPN
epaa-3696	19	16	em	em	PROPN
epaa-3696	19	17	áreas	áreas	PROPN
epaa-3696	19	18	como	como	PROPN
epaa-3696	19	19	matemática	matemática	PROPN
epaa-3696	19	20	,	,	PUNCT
epaa-3696	19	21	ciências	ciências	PROPN
epaa-3696	19	22	,	,	PUNCT
epaa-3696	19	23	educação	educação	PROPN
epaa-3696	19	24	especial	especial	PROPN
epaa-3696	19	25	e	e	PROPN
epaa-3696	19	26	educadores	educadore	NOUN
epaa-3696	19	27	para	para	PROPN
epaa-3696	19	28	alunos	alunos	PROPN
epaa-3696	19	29	de	de	X
epaa-3696	19	30	inglês	inglês	PROPN
epaa-3696	19	31	,	,	PUNCT
epaa-3696	19	32	bem	bem	PROPN
epaa-3696	19	33	como	como	NOUN
epaa-3696	19	34	em	em	PRON
epaa-3696	19	35	partes	part	VERB
epaa-3696	19	36	específicas	específica	NOUN
epaa-3696	19	37	do	do	VERB
epaa-3696	19	38	país.nossa	país.nossa	PROPN
epaa-3696	19	39	análise	análise	PROPN
epaa-3696	19	40	usando	usando	PROPN
epaa-3696	19	41	bases	bases	PROPN
epaa-3696	19	42	de	de	ADP
epaa-3696	19	43	dados	dados	PROPN
epaa-3696	19	44	nacionais	nacionais	PROPN
epaa-3696	19	45	até	até	PROPN
epaa-3696	19	46	2016	2016	NUM
epaa-3696	19	47	previu	previu	PROPN
epaa-3696	19	48	uma	uma	PROPN
epaa-3696	19	49	escassez	escassez	PROPN
epaa-3696	19	50	anual	anual	PROPN
epaa-3696	19	51	estimad	estimad	PROPN
epaa-3696	19	52	a	a	DET
epaa-3696	19	53	de	de	X
epaa-3696	19	54	aproximadamente	aproximadamente	NOUN
epaa-3696	19	55	112.000	112.000	NUM
epaa-3696	19	56	professores	professore	NOUN
epaa-3696	19	57	em	em	PRON
epaa-3696	19	58	2017	2017	NUM
epaa-3696	19	59	-	-	SYM
epaa-3696	19	60	18	18	NUM
epaa-3696	19	61	.	.	PUNCT
epaa-3696	20	1	nossa	nossa	PROPN
epaa-3696	20	2	recente	recente	PROPN
epaa-3696	20	3	revisão	revisão	PROPN
epaa-3696	20	4	dos	dos	PROPN
epaa-3696	20	5	relatórios	relatório	VERB
epaa-3696	20	6	da	da	PROPN
epaa-3696	20	7	força	força	PROPN
epaa-3696	20	8	de	de	PROPN
epaa-3696	20	9	trabalho	trabalho	PROPN
epaa-3696	20	10	de	de	PROPN
epaa-3696	20	11	professores	professore	NOUN
epaa-3696	20	12	do	do	AUX
epaa-3696	20	13	estado	estado	VERB
epaa-3696	20	14	estimou	estimou	ADP
epaa-3696	20	15	que	que	ADJ
epaa-3696	20	16	109.000	109.000	NUM
epaa-3696	20	17	pessoas	pessoas	NOUN
epaa-3696	20	18	não	não	PROPN
epaa-3696	20	19	foram	foram	PROPN
epaa-3696	20	20	certificadas	certificadas	PROPN
epaa-3696	20	21	para	para	PROPN
epaa-3696	20	22	suas	suas	PROPN
epaa-3696	20	23	posições	posições	PROPN
epaa-3696	20	24	de	de	PROPN
epaa-3696	20	25	ensino	ensino	PROPN
epaa-3696	20	26	nos	nos	PROPN
epaa-3696	20	27	eua	eua	PROPN
epaa-3696	20	28	.	.	PUNCT
epaa-3696	21	1	em	em	PRON
epaa-3696	21	2	2017	2017	NUM
epaa-3696	21	3	,	,	PUNCT
epaa-3696	21	4	aproximando	aproximando	NOUN
epaa-3696	21	5	-	-	PUNCT
epaa-3696	21	6	se	se	X
epaa-3696	21	7	de	de	PROPN
epaa-3696	21	8	nossas	nossas	PROPN
epaa-3696	21	9	projeções	projeções	PROPN
epaa-3696	21	10	.	.	PUNCT
epaa-3696	22	1	discutimos	discutimos	PROPN
epaa-3696	22	2	os	os	PROPN
epaa-3696	23	1	fatores	fatore	VERB
epaa-3696	23	2	que	que	PROPN
epaa-3696	23	3	impulsionam	impulsionam	PROPN
epaa-3696	23	4	a	a	DET
epaa-3696	23	5	escassez	escassez	NOUN
epaa-3696	23	6	e	e	NOUN
epaa-3696	23	7	,	,	PUNCT
epaa-3696	23	8	com	com	NOUN
epaa-3696	23	9	base	base	NOUN
epaa-3696	23	10	em	em	PRON
epaa-3696	23	11	pesquisas	pesquisa	NOUN
epaa-3696	23	12	anteriores	anteriore	NOUN
epaa-3696	23	13	,	,	PUNCT
epaa-3696	23	14	identificamos	identificamos	PROPN
epaa-3696	23	15	respostas	respostas	X
epaa-3696	23	16	que	que	PROPN
epaa-3696	23	17	podem	podem	PROPN
epaa-3696	23	18	melhorar	melhorar	PROPN
epaa-3696	23	19	essas	essas	PROPN
epaa-3696	23	20	tendências	tendências	PROPN
epaa-3696	23	21	.	.	PUNCT
epaa-3696	24	1	palavras	palavra	NOUN
epaa-3696	24	2	-	-	PUNCT
epaa-3696	24	3	chave	chave	NOUN
epaa-3696	24	4	:	:	PUNCT
epaa-3696	24	5	escassez	escassez	NOUN
epaa-3696	24	6	de	de	X
epaa-3696	24	7	professores	professore	NOUN
epaa-3696	24	8	;	;	PUNCT
epaa-3696	24	9	oferta	oferta	PROPN
epaa-3696	24	10	de	de	PROPN
epaa-3696	24	11	professores	professores	PROPN
epaa-3696	24	12	;	;	PUNCT
epaa-3696	24	13	demanda	demanda	NOUN
epaa-3696	24	14	de	de	PROPN
epaa-3696	24	15	professores	professore	NOUN
epaa-3696	24	16	;	;	PUNCT
epaa-3696	24	17	atrito	atrito	VERB
epaa-3696	24	18	an	an	DET
epaa-3696	24	19	analysis	analysis	NOUN
epaa-3696	24	20	of	of	ADP
epaa-3696	24	21	teacher	teacher	NOUN
epaa-3696	24	22	supply	supply	NOUN
epaa-3696	24	23	and	and	CCONJ
epaa-3696	24	24	demand	demand	NOUN
epaa-3696	24	25	in	in	ADP
epaa-3696	24	26	the	the	DET
epaa-3696	24	27	united	united	PROPN
epaa-3696	24	28	states	states	PROPN
epaa-3696	24	29	3	3	NUM
epaa-3696	24	30	introduction	introduction	NOUN
epaa-3696	24	31	over	over	ADP
epaa-3696	24	32	the	the	DET
epaa-3696	24	33	last	last	ADJ
epaa-3696	24	34	several	several	ADJ
epaa-3696	24	35	years	year	NOUN
epaa-3696	24	36	,	,	PUNCT
epaa-3696	24	37	headlines	headline	NOUN
epaa-3696	24	38	across	across	ADP
epaa-3696	24	39	the	the	DET
epaa-3696	24	40	country	country	NOUN
epaa-3696	24	41	broadcasted	broadcast	VERB
epaa-3696	24	42	severe	severe	ADJ
epaa-3696	24	43	teacher	teacher	NOUN
epaa-3696	24	44	shortages	shortage	NOUN
epaa-3696	24	45	:	:	PUNCT
epaa-3696	24	46	“	"	PUNCT
epaa-3696	24	47	nevada	nevada	PROPN
epaa-3696	24	48	needs	need	VERB
epaa-3696	24	49	teachers	teacher	NOUN
epaa-3696	24	50	,	,	PUNCT
epaa-3696	24	51	and	and	CCONJ
epaa-3696	24	52	it	it	PRON
epaa-3696	24	53	’s	’s	AUX
epaa-3696	24	54	shelling	shell	VERB
epaa-3696	24	55	out	out	ADP
epaa-3696	24	56	$	$	SYM
epaa-3696	24	57	5	5	NUM
epaa-3696	24	58	million	million	NUM
epaa-3696	24	59	to	to	PART
epaa-3696	24	60	get	get	VERB
epaa-3696	24	61	them	they	PRON
epaa-3696	24	62	”	"	PUNCT
epaa-3696	24	63	(	(	PUNCT
epaa-3696	24	64	whitaker	whitaker	NOUN
epaa-3696	24	65	,	,	PUNCT
epaa-3696	24	66	2015	2015	NUM
epaa-3696	24	67	)	)	PUNCT
epaa-3696	24	68	;	;	PUNCT
epaa-3696	24	69	“	"	PUNCT
epaa-3696	24	70	why	why	SCONJ
epaa-3696	24	71	oklahoma	oklahoma	PROPN
epaa-3696	24	72	is	be	AUX
epaa-3696	24	73	racing	race	VERB
epaa-3696	24	74	to	to	PART
epaa-3696	24	75	put	put	VERB
epaa-3696	24	76	nearly	nearly	ADV
epaa-3696	24	77	1,000	1,000	NUM
epaa-3696	24	78	uncertified	uncertified	ADJ
epaa-3696	24	79	teachers	teacher	NOUN
epaa-3696	24	80	in	in	ADP
epaa-3696	24	81	its	its	PRON
epaa-3696	24	82	classrooms	classroom	NOUN
epaa-3696	24	83	”	"	PUNCT
epaa-3696	24	84	(	(	PUNCT
epaa-3696	24	85	nix	nix	NOUN
epaa-3696	24	86	,	,	PUNCT
epaa-3696	24	87	2015	2015	NUM
epaa-3696	24	88	)	)	PUNCT
epaa-3696	24	89	;	;	PUNCT
epaa-3696	24	90	“	"	PUNCT
epaa-3696	24	91	new	new	ADJ
epaa-3696	24	92	mexico	mexico	PROPN
epaa-3696	24	93	faces	face	VERB
epaa-3696	24	94	teacher	teacher	NOUN
epaa-3696	24	95	shortages	shortage	NOUN
epaa-3696	24	96	”	"	PUNCT
epaa-3696	24	97	(	(	PUNCT
epaa-3696	24	98	krqe	krqe	PROPN
epaa-3696	24	99	,	,	PUNCT
epaa-3696	24	100	2018	2018	NUM
epaa-3696	24	101	)	)	PUNCT
epaa-3696	24	102	;	;	PUNCT
epaa-3696	24	103	and	and	CCONJ
epaa-3696	24	104	“	"	PUNCT
epaa-3696	24	105	teacher	teacher	NOUN
epaa-3696	24	106	shortages	shortage	NOUN
epaa-3696	24	107	affecting	affect	VERB
epaa-3696	24	108	every	every	DET
epaa-3696	24	109	state	state	NOUN
epaa-3696	24	110	as	as	SCONJ
epaa-3696	24	111	the	the	DET
epaa-3696	24	112	2017	2017	NUM
epaa-3696	24	113	-	-	SYM
epaa-3696	24	114	18	18	NUM
epaa-3696	24	115	school	school	NOUN
epaa-3696	24	116	year	year	NOUN
epaa-3696	24	117	begins	begin	VERB
epaa-3696	24	118	”	"	PUNCT
epaa-3696	24	119	(	(	PUNCT
epaa-3696	24	120	strauss	strauss	PROPN
epaa-3696	24	121	,	,	PUNCT
epaa-3696	24	122	2017	2017	NUM
epaa-3696	24	123	)	)	PUNCT
epaa-3696	24	124	.	.	PUNCT
epaa-3696	25	1	but	but	CCONJ
epaa-3696	25	2	not	not	PART
epaa-3696	25	3	all	all	DET
epaa-3696	25	4	commentary	commentary	NOUN
epaa-3696	25	5	on	on	ADP
epaa-3696	25	6	current	current	ADJ
epaa-3696	25	7	signs	sign	NOUN
epaa-3696	25	8	of	of	ADP
epaa-3696	25	9	teacher	teacher	NOUN
epaa-3696	25	10	shortages	shortage	NOUN
epaa-3696	25	11	has	have	AUX
epaa-3696	25	12	been	be	AUX
epaa-3696	25	13	unanimous	unanimous	ADJ
epaa-3696	25	14	.	.	PUNCT
epaa-3696	26	1	amidst	amidst	ADP
epaa-3696	26	2	the	the	DET
epaa-3696	26	3	barrage	barrage	NOUN
epaa-3696	26	4	of	of	ADP
epaa-3696	26	5	articles	article	NOUN
epaa-3696	26	6	in	in	ADP
epaa-3696	26	7	the	the	DET
epaa-3696	26	8	popular	popular	ADJ
epaa-3696	26	9	media	media	NOUN
epaa-3696	26	10	voicing	voice	VERB
epaa-3696	26	11	concern	concern	NOUN
epaa-3696	26	12	have	have	AUX
epaa-3696	26	13	been	be	AUX
epaa-3696	26	14	others	other	NOUN
epaa-3696	26	15	that	that	PRON
epaa-3696	26	16	have	have	AUX
epaa-3696	26	17	called	call	VERB
epaa-3696	26	18	the	the	DET
epaa-3696	26	19	teacher	teacher	NOUN
epaa-3696	26	20	shortage	shortage	NOUN
epaa-3696	26	21	“	"	PUNCT
epaa-3696	26	22	a	a	DET
epaa-3696	26	23	myth	myth	NOUN
epaa-3696	26	24	”	"	PUNCT
epaa-3696	26	25	(	(	PUNCT
epaa-3696	26	26	gantert	gantert	NOUN
epaa-3696	26	27	,	,	PUNCT
epaa-3696	26	28	2015	2015	NUM
epaa-3696	26	29	)	)	PUNCT
epaa-3696	26	30	or	or	CCONJ
epaa-3696	26	31	“	"	PUNCT
epaa-3696	26	32	overblown	overblown	ADJ
epaa-3696	26	33	,	,	PUNCT
epaa-3696	26	34	”	"	PUNCT
epaa-3696	26	35	(	(	PUNCT
epaa-3696	26	36	barshay	barshay	NOUN
epaa-3696	26	37	,	,	PUNCT
epaa-3696	26	38	2016	2016	NUM
epaa-3696	26	39	)	)	PUNCT
epaa-3696	26	40	.	.	PUNCT
epaa-3696	27	1	surprisingly	surprisingly	ADV
epaa-3696	27	2	,	,	PUNCT
epaa-3696	27	3	there	there	PRON
epaa-3696	27	4	has	have	AUX
epaa-3696	27	5	been	be	AUX
epaa-3696	27	6	little	little	ADJ
epaa-3696	27	7	academic	academic	ADJ
epaa-3696	27	8	research	research	NOUN
epaa-3696	27	9	on	on	ADP
epaa-3696	27	10	the	the	DET
epaa-3696	27	11	current	current	ADJ
epaa-3696	27	12	nature	nature	NOUN
epaa-3696	27	13	or	or	CCONJ
epaa-3696	27	14	extent	extent	NOUN
epaa-3696	27	15	of	of	ADP
epaa-3696	27	16	shortages	shortage	NOUN
epaa-3696	27	17	,	,	PUNCT
epaa-3696	27	18	a	a	DET
epaa-3696	27	19	challenge	challenge	NOUN
epaa-3696	27	20	compounded	compound	VERB
epaa-3696	27	21	by	by	ADP
epaa-3696	27	22	a	a	DET
epaa-3696	27	23	lack	lack	NOUN
epaa-3696	27	24	of	of	ADP
epaa-3696	27	25	clarity	clarity	NOUN
epaa-3696	27	26	about	about	ADP
epaa-3696	27	27	what	what	PRON
epaa-3696	27	28	constitutes	constitute	VERB
epaa-3696	27	29	a	a	DET
epaa-3696	27	30	shortage	shortage	NOUN
epaa-3696	27	31	in	in	ADP
epaa-3696	27	32	what	what	PRON
epaa-3696	27	33	can	can	AUX
epaa-3696	27	34	be	be	AUX
epaa-3696	27	35	a	a	DET
epaa-3696	27	36	highly	highly	ADV
epaa-3696	27	37	localized	localize	VERB
epaa-3696	27	38	job	job	NOUN
epaa-3696	27	39	market	market	NOUN
epaa-3696	27	40	.	.	PUNCT
epaa-3696	28	1	this	this	DET
epaa-3696	28	2	article	article	NOUN
epaa-3696	28	3	examines	examine	VERB
epaa-3696	28	4	current	current	ADJ
epaa-3696	28	5	trends	trend	NOUN
epaa-3696	28	6	in	in	ADP
epaa-3696	28	7	teacher	teacher	NOUN
epaa-3696	28	8	supply	supply	NOUN
epaa-3696	28	9	and	and	CCONJ
epaa-3696	28	10	demand	demand	NOUN
epaa-3696	28	11	,	,	PUNCT
epaa-3696	28	12	as	as	ADV
epaa-3696	28	13	well	well	ADV
epaa-3696	28	14	as	as	ADP
epaa-3696	28	15	indicators	indicator	NOUN
epaa-3696	28	16	of	of	ADP
epaa-3696	28	17	teacher	teacher	NOUN
epaa-3696	28	18	shortages	shortage	NOUN
epaa-3696	28	19	.	.	PUNCT
epaa-3696	29	1	it	it	PRON
epaa-3696	29	2	analyzes	analyze	VERB
epaa-3696	29	3	the	the	DET
epaa-3696	29	4	severity	severity	NOUN
epaa-3696	29	5	and	and	CCONJ
epaa-3696	29	6	persistence	persistence	NOUN
epaa-3696	29	7	of	of	ADP
epaa-3696	29	8	the	the	DET
epaa-3696	29	9	labor	labor	NOUN
epaa-3696	29	10	market	market	NOUN
epaa-3696	29	11	imbalance	imbalance	NOUN
epaa-3696	29	12	,	,	PUNCT
epaa-3696	29	13	discusses	discuss	VERB
epaa-3696	29	14	the	the	DET
epaa-3696	29	15	impact	impact	NOUN
epaa-3696	29	16	on	on	ADP
epaa-3696	29	17	students	student	NOUN
epaa-3696	29	18	and	and	CCONJ
epaa-3696	29	19	schools	school	NOUN
epaa-3696	29	20	,	,	PUNCT
epaa-3696	29	21	and	and	CCONJ
epaa-3696	29	22	investigates	investigate	VERB
epaa-3696	29	23	what	what	PRON
epaa-3696	29	24	is	be	AUX
epaa-3696	29	25	likely	likely	ADV
epaa-3696	29	26	driving	drive	VERB
epaa-3696	29	27	teacher	teacher	NOUN
epaa-3696	29	28	shortages	shortage	NOUN
epaa-3696	29	29	.	.	PUNCT
epaa-3696	30	1	it	it	PRON
epaa-3696	30	2	evaluates	evaluate	VERB
epaa-3696	30	3	key	key	ADJ
epaa-3696	30	4	policy	policy	NOUN
epaa-3696	30	5	levers	lever	NOUN
epaa-3696	30	6	that	that	PRON
epaa-3696	30	7	research	research	NOUN
epaa-3696	30	8	suggests	suggest	VERB
epaa-3696	30	9	could	could	AUX
epaa-3696	30	10	help	help	VERB
epaa-3696	30	11	create	create	VERB
epaa-3696	30	12	a	a	DET
epaa-3696	30	13	sustainable	sustainable	ADJ
epaa-3696	30	14	supply	supply	NOUN
epaa-3696	30	15	of	of	ADP
epaa-3696	30	16	wellprepared	wellprepare	VERB
epaa-3696	30	17	teachers	teacher	NOUN
epaa-3696	30	18	in	in	ADP
epaa-3696	30	19	the	the	DET
epaa-3696	30	20	subjects	subject	NOUN
epaa-3696	30	21	and	and	CCONJ
epaa-3696	30	22	states	state	NOUN
epaa-3696	30	23	where	where	SCONJ
epaa-3696	30	24	they	they	PRON
epaa-3696	30	25	are	be	AUX
epaa-3696	30	26	needed	need	VERB
epaa-3696	30	27	.	.	PUNCT
epaa-3696	31	1	section	section	NOUN
epaa-3696	31	2	i	i	PRON
epaa-3696	31	3	places	place	VERB
epaa-3696	31	4	this	this	DET
epaa-3696	31	5	research	research	NOUN
epaa-3696	31	6	within	within	ADP
epaa-3696	31	7	the	the	DET
epaa-3696	31	8	existing	exist	VERB
epaa-3696	31	9	literature	literature	NOUN
epaa-3696	31	10	and	and	CCONJ
epaa-3696	31	11	briefly	briefly	ADV
epaa-3696	31	12	reviews	review	VERB
epaa-3696	31	13	some	some	PRON
epaa-3696	31	14	of	of	ADP
epaa-3696	31	15	the	the	DET
epaa-3696	31	16	indicators	indicator	NOUN
epaa-3696	31	17	of	of	ADP
epaa-3696	31	18	teacher	teacher	NOUN
epaa-3696	31	19	shortages	shortage	NOUN
epaa-3696	31	20	in	in	ADP
epaa-3696	31	21	the	the	DET
epaa-3696	31	22	context	context	NOUN
epaa-3696	31	23	of	of	ADP
epaa-3696	31	24	current	current	ADJ
epaa-3696	31	25	debates	debate	NOUN
epaa-3696	31	26	.	.	PUNCT
epaa-3696	32	1	section	section	NOUN
epaa-3696	32	2	ii	ii	PROPN
epaa-3696	32	3	presents	present	VERB
epaa-3696	32	4	the	the	DET
epaa-3696	32	5	data	datum	NOUN
epaa-3696	32	6	and	and	CCONJ
epaa-3696	32	7	methods	method	NOUN
epaa-3696	32	8	used	use	VERB
epaa-3696	32	9	in	in	ADP
epaa-3696	32	10	this	this	DET
epaa-3696	32	11	paper	paper	NOUN
epaa-3696	32	12	to	to	PART
epaa-3696	32	13	evaluate	evaluate	VERB
epaa-3696	32	14	the	the	DET
epaa-3696	32	15	factors	factor	NOUN
epaa-3696	32	16	that	that	PRON
epaa-3696	32	17	influence	influence	NOUN
epaa-3696	32	18	teacher	teacher	NOUN
epaa-3696	32	19	demand	demand	NOUN
epaa-3696	32	20	,	,	PUNCT
epaa-3696	32	21	teacher	teacher	NOUN
epaa-3696	32	22	supply	supply	NOUN
epaa-3696	32	23	,	,	PUNCT
epaa-3696	32	24	and	and	CCONJ
epaa-3696	32	25	attrition	attrition	NOUN
epaa-3696	32	26	.	.	PUNCT
epaa-3696	33	1	section	section	NOUN
epaa-3696	33	2	iii	iii	PROPN
epaa-3696	33	3	presents	present	VERB
epaa-3696	33	4	the	the	DET
epaa-3696	33	5	results	result	NOUN
epaa-3696	33	6	of	of	ADP
epaa-3696	33	7	our	our	PRON
epaa-3696	33	8	teacher	teacher	NOUN
epaa-3696	33	9	shortage	shortage	NOUN
epaa-3696	33	10	analysis	analysis	NOUN
epaa-3696	33	11	and	and	CCONJ
epaa-3696	33	12	discusses	discuss	VERB
epaa-3696	33	13	factors	factor	NOUN
epaa-3696	33	14	that	that	PRON
epaa-3696	33	15	contribute	contribute	VERB
epaa-3696	33	16	to	to	ADP
epaa-3696	33	17	variation	variation	NOUN
epaa-3696	33	18	among	among	ADP
epaa-3696	33	19	states	state	NOUN
epaa-3696	33	20	,	,	PUNCT
epaa-3696	33	21	regions	region	NOUN
epaa-3696	33	22	,	,	PUNCT
epaa-3696	33	23	and	and	CCONJ
epaa-3696	33	24	types	type	NOUN
epaa-3696	33	25	of	of	ADP
epaa-3696	33	26	communities	community	NOUN
epaa-3696	33	27	.	.	PUNCT
epaa-3696	34	1	section	section	NOUN
epaa-3696	34	2	iv	iv	NUM
epaa-3696	34	3	highlights	highlight	NOUN
epaa-3696	34	4	the	the	DET
epaa-3696	34	5	role	role	NOUN
epaa-3696	34	6	of	of	ADP
epaa-3696	34	7	teacher	teacher	NOUN
epaa-3696	34	8	attrition	attrition	NOUN
epaa-3696	34	9	in	in	ADP
epaa-3696	34	10	shortages	shortage	NOUN
epaa-3696	34	11	.	.	PUNCT
epaa-3696	35	1	finally	finally	ADV
epaa-3696	35	2	,	,	PUNCT
epaa-3696	35	3	section	section	NOUN
epaa-3696	35	4	v	v	NOUN
epaa-3696	35	5	provides	provide	VERB
epaa-3696	35	6	a	a	DET
epaa-3696	35	7	short	short	ADJ
epaa-3696	35	8	discussion	discussion	NOUN
epaa-3696	35	9	of	of	ADP
epaa-3696	35	10	policy	policy	NOUN
epaa-3696	35	11	considerations	consideration	NOUN
epaa-3696	35	12	given	give	VERB
epaa-3696	35	13	the	the	DET
epaa-3696	35	14	paper	paper	NOUN
epaa-3696	35	15	’s	’s	PART
epaa-3696	35	16	findings	finding	NOUN
epaa-3696	35	17	.	.	PUNCT
epaa-3696	36	1	background	background	NOUN
epaa-3696	36	2	although	although	SCONJ
epaa-3696	36	3	teacher	teacher	NOUN
epaa-3696	36	4	shortages	shortage	NOUN
epaa-3696	36	5	are	be	AUX
epaa-3696	36	6	currently	currently	ADV
epaa-3696	36	7	in	in	ADP
epaa-3696	36	8	the	the	DET
epaa-3696	36	9	public	public	ADJ
epaa-3696	36	10	eye	eye	NOUN
epaa-3696	36	11	,	,	PUNCT
epaa-3696	36	12	staffing	staff	VERB
epaa-3696	36	13	difficulties	difficulty	NOUN
epaa-3696	36	14	are	be	AUX
epaa-3696	36	15	not	not	PART
epaa-3696	36	16	new	new	ADJ
epaa-3696	36	17	.	.	PUNCT
epaa-3696	37	1	there	there	PRON
epaa-3696	37	2	are	be	VERB
epaa-3696	37	3	scholarly	scholarly	ADJ
epaa-3696	37	4	articles	article	NOUN
epaa-3696	37	5	from	from	ADP
epaa-3696	37	6	the	the	DET
epaa-3696	37	7	mid-1930s	mid-1930s	NOUN
epaa-3696	37	8	that	that	PRON
epaa-3696	37	9	speak	speak	VERB
epaa-3696	37	10	of	of	ADP
epaa-3696	37	11	staffing	staff	VERB
epaa-3696	37	12	difficulties	difficulty	NOUN
epaa-3696	37	13	after	after	ADP
epaa-3696	37	14	the	the	DET
epaa-3696	37	15	great	great	ADJ
epaa-3696	37	16	depression	depression	NOUN
epaa-3696	37	17	(	(	PUNCT
epaa-3696	37	18	sherratt	sherratt	ADJ
epaa-3696	37	19	,	,	PUNCT
epaa-3696	37	20	2016	2016	NUM
epaa-3696	37	21	)	)	PUNCT
epaa-3696	37	22	.	.	PUNCT
epaa-3696	38	1	certain	certain	ADJ
epaa-3696	38	2	subject	subject	ADJ
epaa-3696	38	3	areas	area	NOUN
epaa-3696	38	4	,	,	PUNCT
epaa-3696	38	5	such	such	ADJ
epaa-3696	38	6	math	math	NOUN
epaa-3696	38	7	and	and	CCONJ
epaa-3696	38	8	science	science	NOUN
epaa-3696	38	9	,	,	PUNCT
epaa-3696	38	10	have	have	AUX
epaa-3696	38	11	seen	see	VERB
epaa-3696	38	12	shortages	shortage	NOUN
epaa-3696	38	13	since	since	SCONJ
epaa-3696	38	14	at	at	ADP
epaa-3696	38	15	least	least	ADJ
epaa-3696	38	16	the	the	DET
epaa-3696	38	17	1950s	1950	NOUN
epaa-3696	38	18	,	,	PUNCT
epaa-3696	38	19	and	and	CCONJ
epaa-3696	38	20	special	special	ADJ
epaa-3696	38	21	education	education	NOUN
epaa-3696	38	22	has	have	AUX
epaa-3696	38	23	had	have	VERB
epaa-3696	38	24	perennial	perennial	ADJ
epaa-3696	38	25	shortages	shortage	NOUN
epaa-3696	38	26	since	since	SCONJ
epaa-3696	38	27	the	the	DET
epaa-3696	38	28	1960s	1960	NOUN
epaa-3696	38	29	(	(	PUNCT
epaa-3696	38	30	ingersoll	ingersoll	PROPN
epaa-3696	38	31	&	&	CCONJ
epaa-3696	38	32	perda	perda	PROPN
epaa-3696	38	33	,	,	PUNCT
epaa-3696	38	34	2010	2010	NUM
epaa-3696	38	35	;	;	PUNCT
epaa-3696	38	36	u.s	u.s	PROPN
epaa-3696	38	37	.	.	PROPN
epaa-3696	38	38	department	department	PROPN
epaa-3696	38	39	of	of	ADP
epaa-3696	38	40	education	education	PROPN
epaa-3696	38	41	office	office	NOUN
epaa-3696	38	42	of	of	ADP
epaa-3696	38	43	postsecondary	postsecondary	ADJ
epaa-3696	38	44	education	education	NOUN
epaa-3696	38	45	,	,	PUNCT
epaa-3696	38	46	2017	2017	NUM
epaa-3696	38	47	)	)	PUNCT
epaa-3696	38	48	.	.	PUNCT
epaa-3696	39	1	the	the	DET
epaa-3696	39	2	seminal	seminal	ADJ
epaa-3696	39	3	1983	1983	NUM
epaa-3696	39	4	report	report	NOUN
epaa-3696	39	5	,	,	PUNCT
epaa-3696	39	6	a	a	DET
epaa-3696	39	7	nation	nation	NOUN
epaa-3696	39	8	at	at	ADP
epaa-3696	39	9	risk	risk	NOUN
epaa-3696	39	10	,	,	PUNCT
epaa-3696	39	11	observed	observe	VERB
epaa-3696	39	12	that	that	SCONJ
epaa-3696	39	13	“	"	PUNCT
epaa-3696	39	14	severe	severe	ADJ
epaa-3696	39	15	shortages	shortage	NOUN
epaa-3696	39	16	of	of	ADP
epaa-3696	39	17	certain	certain	ADJ
epaa-3696	39	18	kinds	kind	NOUN
epaa-3696	39	19	of	of	ADP
epaa-3696	39	20	teachers	teacher	NOUN
epaa-3696	39	21	exist	exist	VERB
epaa-3696	39	22	:	:	PUNCT
epaa-3696	39	23	in	in	ADP
epaa-3696	39	24	the	the	DET
epaa-3696	39	25	fields	field	NOUN
epaa-3696	39	26	of	of	ADP
epaa-3696	39	27	mathematics	mathematic	NOUN
epaa-3696	39	28	,	,	PUNCT
epaa-3696	39	29	science	science	NOUN
epaa-3696	39	30	,	,	PUNCT
epaa-3696	39	31	and	and	CCONJ
epaa-3696	39	32	foreign	foreign	ADJ
epaa-3696	39	33	languages	language	NOUN
epaa-3696	39	34	;	;	PUNCT
epaa-3696	39	35	and	and	CCONJ
epaa-3696	39	36	among	among	ADP
epaa-3696	39	37	specialists	specialist	NOUN
epaa-3696	39	38	in	in	ADP
epaa-3696	39	39	education	education	NOUN
epaa-3696	39	40	for	for	ADP
epaa-3696	39	41	gifted	gifted	ADJ
epaa-3696	39	42	and	and	CCONJ
epaa-3696	39	43	talented	talented	ADJ
epaa-3696	39	44	,	,	PUNCT
epaa-3696	39	45	language	language	NOUN
epaa-3696	39	46	minority	minority	NOUN
epaa-3696	39	47	,	,	PUNCT
epaa-3696	39	48	and	and	CCONJ
epaa-3696	39	49	handicapped	handicapped	ADJ
epaa-3696	39	50	students	student	NOUN
epaa-3696	39	51	”	"	PUNCT
epaa-3696	39	52	(	(	PUNCT
epaa-3696	39	53	gardner	gardner	NOUN
epaa-3696	39	54	,	,	PUNCT
epaa-3696	39	55	1983	1983	NUM
epaa-3696	39	56	)	)	PUNCT
epaa-3696	39	57	.	.	PUNCT
epaa-3696	40	1	and	and	CCONJ
epaa-3696	40	2	many	many	ADJ
epaa-3696	40	3	states	state	NOUN
epaa-3696	40	4	struggled	struggle	VERB
epaa-3696	40	5	to	to	PART
epaa-3696	40	6	fill	fill	VERB
epaa-3696	40	7	their	their	PRON
epaa-3696	40	8	classrooms	classroom	NOUN
epaa-3696	40	9	in	in	ADP
epaa-3696	40	10	the	the	DET
epaa-3696	40	11	late	late	ADJ
epaa-3696	40	12	1990s	1990	NOUN
epaa-3696	40	13	(	(	PUNCT
epaa-3696	40	14	darling	darling	NOUN
epaa-3696	40	15	-	-	PUNCT
epaa-3696	40	16	hammond	hammond	NOUN
epaa-3696	40	17	,	,	PUNCT
epaa-3696	40	18	2010a	2010a	NUM
epaa-3696	40	19	)	)	PUNCT
epaa-3696	40	20	.	.	PUNCT
epaa-3696	41	1	as	as	ADP
epaa-3696	41	2	a	a	DET
epaa-3696	41	3	result	result	NOUN
epaa-3696	41	4	,	,	PUNCT
epaa-3696	41	5	there	there	PRON
epaa-3696	41	6	is	be	VERB
epaa-3696	41	7	a	a	DET
epaa-3696	41	8	body	body	NOUN
epaa-3696	41	9	of	of	ADP
epaa-3696	41	10	academic	academic	ADJ
epaa-3696	41	11	research	research	NOUN
epaa-3696	41	12	on	on	ADP
epaa-3696	41	13	the	the	DET
epaa-3696	41	14	topic	topic	NOUN
epaa-3696	41	15	of	of	ADP
epaa-3696	41	16	teacher	teacher	NOUN
epaa-3696	41	17	supply	supply	NOUN
epaa-3696	41	18	,	,	PUNCT
epaa-3696	41	19	demand	demand	NOUN
epaa-3696	41	20	,	,	PUNCT
epaa-3696	41	21	and	and	CCONJ
epaa-3696	41	22	shortages	shortage	NOUN
epaa-3696	41	23	that	that	PRON
epaa-3696	41	24	provides	provide	VERB
epaa-3696	41	25	a	a	DET
epaa-3696	41	26	theoretical	theoretical	ADJ
epaa-3696	41	27	framework	framework	NOUN
epaa-3696	41	28	for	for	ADP
epaa-3696	41	29	understanding	understand	VERB
epaa-3696	41	30	the	the	DET
epaa-3696	41	31	teacher	teacher	NOUN
epaa-3696	41	32	labor	labor	NOUN
epaa-3696	41	33	market	market	NOUN
epaa-3696	41	34	.	.	PUNCT
epaa-3696	42	1	(	(	PUNCT
epaa-3696	42	2	for	for	ADP
epaa-3696	42	3	an	an	DET
epaa-3696	42	4	overview	overview	NOUN
epaa-3696	42	5	,	,	PUNCT
epaa-3696	42	6	see	see	VERB
epaa-3696	42	7	haggstrom	haggstrom	ADV
epaa-3696	42	8	,	,	PUNCT
epaa-3696	42	9	darling	darling	NOUN
epaa-3696	42	10	-	-	PUNCT
epaa-3696	42	11	hammond	hammond	NOUN
epaa-3696	42	12	,	,	PUNCT
epaa-3696	42	13	&	&	CCONJ
epaa-3696	42	14	grissmer	grissmer	NOUN
epaa-3696	42	15	,	,	PUNCT
epaa-3696	42	16	1988	1988	NUM
epaa-3696	42	17	.	.	PUNCT
epaa-3696	42	18	)	)	PUNCT
epaa-3696	43	1	over	over	ADP
epaa-3696	43	2	the	the	DET
epaa-3696	43	3	years	year	NOUN
epaa-3696	43	4	,	,	PUNCT
epaa-3696	43	5	researchers	researcher	NOUN
epaa-3696	43	6	have	have	AUX
epaa-3696	43	7	tried	try	VERB
epaa-3696	43	8	to	to	PART
epaa-3696	43	9	measure	measure	VERB
epaa-3696	43	10	the	the	DET
epaa-3696	43	11	severity	severity	NOUN
epaa-3696	43	12	of	of	ADP
epaa-3696	43	13	shortages	shortage	NOUN
epaa-3696	43	14	;	;	PUNCT
epaa-3696	43	15	however	however	ADV
epaa-3696	43	16	,	,	PUNCT
epaa-3696	43	17	data	datum	NOUN
epaa-3696	43	18	limitations	limitation	NOUN
epaa-3696	43	19	at	at	ADP
epaa-3696	43	20	the	the	DET
epaa-3696	43	21	national	national	ADJ
epaa-3696	43	22	level	level	NOUN
epaa-3696	43	23	have	have	AUX
epaa-3696	43	24	often	often	ADV
epaa-3696	43	25	precluded	preclude	VERB
epaa-3696	43	26	precise	precise	ADJ
epaa-3696	43	27	estimates	estimate	NOUN
epaa-3696	43	28	of	of	ADP
epaa-3696	43	29	the	the	DET
epaa-3696	43	30	size	size	NOUN
epaa-3696	43	31	of	of	ADP
epaa-3696	43	32	shortages	shortage	NOUN
epaa-3696	43	33	.	.	PUNCT
epaa-3696	44	1	thus	thus	ADV
epaa-3696	44	2	,	,	PUNCT
epaa-3696	44	3	much	much	ADJ
epaa-3696	44	4	literature	literature	NOUN
epaa-3696	44	5	focuses	focus	VERB
epaa-3696	44	6	on	on	ADP
epaa-3696	44	7	whether	whether	SCONJ
epaa-3696	44	8	shortages	shortage	NOUN
epaa-3696	44	9	exist	exist	VERB
epaa-3696	44	10	and	and	CCONJ
epaa-3696	44	11	their	their	PRON
epaa-3696	44	12	relative	relative	ADJ
epaa-3696	44	13	intensity	intensity	NOUN
epaa-3696	44	14	(	(	PUNCT
epaa-3696	44	15	murphy	murphy	PROPN
epaa-3696	44	16	,	,	PUNCT
epaa-3696	44	17	dearmond	dearmond	PROPN
epaa-3696	44	18	,	,	PUNCT
epaa-3696	44	19	&	&	CCONJ
epaa-3696	44	20	guin	guin	PROPN
epaa-3696	44	21	,	,	PUNCT
epaa-3696	44	22	2003	2003	NUM
epaa-3696	44	23	)	)	PUNCT
epaa-3696	44	24	.	.	PUNCT
epaa-3696	45	1	state	state	NOUN
epaa-3696	45	2	reports	report	NOUN
epaa-3696	45	3	,	,	PUNCT
epaa-3696	45	4	where	where	SCONJ
epaa-3696	45	5	researchers	researcher	NOUN
epaa-3696	45	6	often	often	ADV
epaa-3696	45	7	have	have	VERB
epaa-3696	45	8	access	access	NOUN
epaa-3696	45	9	to	to	ADP
epaa-3696	45	10	more	more	ADV
epaa-3696	45	11	complete	complete	ADJ
epaa-3696	45	12	data	datum	NOUN
epaa-3696	45	13	,	,	PUNCT
epaa-3696	45	14	have	have	AUX
epaa-3696	45	15	been	be	AUX
epaa-3696	45	16	successful	successful	ADJ
epaa-3696	45	17	in	in	ADP
epaa-3696	45	18	analyzing	analyze	VERB
epaa-3696	45	19	local	local	ADJ
epaa-3696	45	20	teacher	teacher	NOUN
epaa-3696	45	21	labor	labor	NOUN
epaa-3696	45	22	market	market	NOUN
epaa-3696	45	23	(	(	PUNCT
epaa-3696	45	24	berg	berg	PROPN
epaa-3696	45	25	-	-	PUNCT
epaa-3696	45	26	jacobson	jacobson	PROPN
epaa-3696	45	27	&	&	CCONJ
epaa-3696	45	28	levin	levin	PROPN
epaa-3696	45	29	,	,	PUNCT
epaa-3696	45	30	2015	2015	NUM
epaa-3696	45	31	;	;	PUNCT
epaa-3696	45	32	carver	carver	NOUN
epaa-3696	45	33	-	-	PUNCT
epaa-3696	45	34	thomas	thomas	PROPN
epaa-3696	45	35	&	&	CCONJ
epaa-3696	45	36	darling	darling	PROPN
epaa-3696	45	37	-	-	PUNCT
epaa-3696	45	38	hammond	hammond	NOUN
epaa-3696	45	39	,	,	PUNCT
epaa-3696	45	40	2017	2017	NUM
epaa-3696	45	41	;	;	PUNCT
epaa-3696	45	42	levin	levin	PROPN
epaa-3696	45	43	,	,	PUNCT
epaa-3696	45	44	berg	berg	PROPN
epaa-3696	45	45	-	-	PUNCT
epaa-3696	45	46	jacobson	jacobson	PROPN
epaa-3696	45	47	,	,	PUNCT
epaa-3696	45	48	atchison	atchison	PROPN
epaa-3696	45	49	,	,	PUNCT
epaa-3696	45	50	lee	lee	PROPN
epaa-3696	45	51	,	,	PUNCT
epaa-3696	45	52	&	&	CCONJ
epaa-3696	45	53	vontolos	vontolos	PROPN
epaa-3696	45	54	,	,	PUNCT
epaa-3696	45	55	2015	2015	NUM
epaa-3696	45	56	;	;	PUNCT
epaa-3696	45	57	shields	shield	NOUN
epaa-3696	45	58	et	et	NOUN
epaa-3696	45	59	al	al	PROPN
epaa-3696	45	60	.	.	PROPN
epaa-3696	45	61	,	,	PUNCT
epaa-3696	45	62	2001	2001	NUM
epaa-3696	45	63	)	)	PUNCT
epaa-3696	45	64	.	.	PUNCT
epaa-3696	46	1	in	in	ADP
epaa-3696	46	2	close	close	ADJ
epaa-3696	46	3	relation	relation	NOUN
epaa-3696	46	4	to	to	ADP
epaa-3696	46	5	shortages	shortage	NOUN
epaa-3696	46	6	,	,	PUNCT
epaa-3696	46	7	there	there	PRON
epaa-3696	46	8	has	have	AUX
epaa-3696	46	9	also	also	ADV
epaa-3696	46	10	been	be	AUX
epaa-3696	46	11	a	a	DET
epaa-3696	46	12	substantial	substantial	ADJ
epaa-3696	46	13	body	body	NOUN
epaa-3696	46	14	of	of	ADP
epaa-3696	46	15	research	research	NOUN
epaa-3696	46	16	that	that	PRON
epaa-3696	46	17	examines	examine	VERB
epaa-3696	46	18	teacher	teacher	NOUN
epaa-3696	46	19	turnover	turnover	NOUN
epaa-3696	46	20	and	and	CCONJ
epaa-3696	46	21	how	how	SCONJ
epaa-3696	46	22	churn	churn	NOUN
epaa-3696	46	23	relates	relate	VERB
epaa-3696	46	24	to	to	ADP
epaa-3696	46	25	the	the	DET
epaa-3696	46	26	teacher	teacher	NOUN
epaa-3696	46	27	labor	labor	NOUN
epaa-3696	46	28	market	market	NOUN
epaa-3696	46	29	(	(	PUNCT
epaa-3696	46	30	ingersoll	ingersoll	PROPN
epaa-3696	46	31	,	,	PUNCT
epaa-3696	46	32	2001	2001	NUM
epaa-3696	46	33	;	;	PUNCT
epaa-3696	46	34	ingersoll	ingersoll	PROPN
epaa-3696	46	35	&	&	CCONJ
epaa-3696	46	36	may	may	PROPN
epaa-3696	46	37	,	,	PUNCT
epaa-3696	46	38	2012	2012	NUM
epaa-3696	46	39	;	;	PUNCT
epaa-3696	46	40	ingersoll	ingersoll	PROPN
epaa-3696	46	41	&	&	CCONJ
epaa-3696	46	42	strong	strong	ADJ
epaa-3696	46	43	,	,	PUNCT
epaa-3696	46	44	2011	2011	NUM
epaa-3696	46	45	)	)	PUNCT
epaa-3696	46	46	.	.	PUNCT
epaa-3696	47	1	education	education	NOUN
epaa-3696	47	2	policy	policy	NOUN
epaa-3696	47	3	analysis	analysis	NOUN
epaa-3696	47	4	archives	archive	NOUN
epaa-3696	47	5	vol	vol	NOUN
epaa-3696	47	6	.	.	PUNCT
epaa-3696	48	1	27	27	NUM
epaa-3696	48	2	no	no	NOUN
epaa-3696	48	3	.	.	NOUN
epaa-3696	48	4	35	35	NUM
epaa-3696	48	5	special	special	ADJ
epaa-3696	48	6	issue	issue	NOUN
epaa-3696	48	7	4	4	NUM
epaa-3696	48	8	although	although	SCONJ
epaa-3696	48	9	research	research	NOUN
epaa-3696	48	10	has	have	AUX
epaa-3696	48	11	described	describe	VERB
epaa-3696	48	12	past	past	ADJ
epaa-3696	48	13	shortages	shortage	NOUN
epaa-3696	48	14	and	and	CCONJ
epaa-3696	48	15	explained	explain	VERB
epaa-3696	48	16	key	key	ADJ
epaa-3696	48	17	factors	factor	NOUN
epaa-3696	48	18	driving	drive	VERB
epaa-3696	48	19	staffing	staff	VERB
epaa-3696	48	20	difficulties	difficulty	NOUN
epaa-3696	48	21	,	,	PUNCT
epaa-3696	48	22	there	there	PRON
epaa-3696	48	23	has	have	AUX
epaa-3696	48	24	been	be	AUX
epaa-3696	48	25	no	no	DET
epaa-3696	48	26	comprehensive	comprehensive	ADJ
epaa-3696	48	27	analysis	analysis	NOUN
epaa-3696	48	28	of	of	ADP
epaa-3696	48	29	the	the	DET
epaa-3696	48	30	current	current	ADJ
epaa-3696	48	31	teacher	teacher	NOUN
epaa-3696	48	32	labor	labor	NOUN
epaa-3696	48	33	market	market	NOUN
epaa-3696	48	34	,	,	PUNCT
epaa-3696	48	35	despite	despite	SCONJ
epaa-3696	48	36	the	the	DET
epaa-3696	48	37	recent	recent	ADJ
epaa-3696	48	38	emergence	emergence	NOUN
epaa-3696	48	39	of	of	ADP
epaa-3696	48	40	widespread	widespread	ADJ
epaa-3696	48	41	hiring	hiring	NOUN
epaa-3696	48	42	difficulties	difficulty	NOUN
epaa-3696	48	43	documented	document	VERB
epaa-3696	48	44	by	by	ADP
epaa-3696	48	45	articles	article	NOUN
epaa-3696	48	46	in	in	ADP
epaa-3696	48	47	the	the	DET
epaa-3696	48	48	popular	popular	ADJ
epaa-3696	48	49	press	press	NOUN
epaa-3696	48	50	.	.	PUNCT
epaa-3696	49	1	as	as	SCONJ
epaa-3696	49	2	more	more	ADJ
epaa-3696	49	3	and	and	CCONJ
epaa-3696	49	4	more	more	ADJ
epaa-3696	49	5	districts	district	NOUN
epaa-3696	49	6	and	and	CCONJ
epaa-3696	49	7	states	state	NOUN
epaa-3696	49	8	began	begin	VERB
epaa-3696	49	9	to	to	PART
epaa-3696	49	10	report	report	VERB
epaa-3696	49	11	shortages	shortage	NOUN
epaa-3696	49	12	beginning	begin	VERB
epaa-3696	49	13	around	around	ADP
epaa-3696	49	14	2014	2014	NUM
epaa-3696	49	15	-	-	SYM
epaa-3696	49	16	15	15	NUM
epaa-3696	49	17	,	,	PUNCT
epaa-3696	49	18	and	and	CCONJ
epaa-3696	49	19	policymakers	policymaker	NOUN
epaa-3696	49	20	began	begin	VERB
epaa-3696	49	21	looking	look	VERB
epaa-3696	49	22	for	for	ADP
epaa-3696	49	23	solutions	solution	NOUN
epaa-3696	49	24	,	,	PUNCT
epaa-3696	49	25	we	we	PRON
epaa-3696	49	26	perceived	perceive	VERB
epaa-3696	49	27	a	a	DET
epaa-3696	49	28	need	need	NOUN
epaa-3696	49	29	for	for	ADP
epaa-3696	49	30	empirical	empirical	ADJ
epaa-3696	49	31	investigation	investigation	NOUN
epaa-3696	49	32	of	of	ADP
epaa-3696	49	33	the	the	DET
epaa-3696	49	34	status	status	NOUN
epaa-3696	49	35	of	of	ADP
epaa-3696	49	36	teacher	teacher	NOUN
epaa-3696	49	37	supply	supply	NOUN
epaa-3696	49	38	and	and	CCONJ
epaa-3696	49	39	demand	demand	NOUN
epaa-3696	49	40	,	,	PUNCT
epaa-3696	49	41	as	as	ADV
epaa-3696	49	42	well	well	ADV
epaa-3696	49	43	as	as	ADP
epaa-3696	49	44	the	the	DET
epaa-3696	49	45	size	size	NOUN
epaa-3696	49	46	,	,	PUNCT
epaa-3696	49	47	causes	cause	NOUN
epaa-3696	49	48	,	,	PUNCT
epaa-3696	49	49	and	and	CCONJ
epaa-3696	49	50	variations	variation	NOUN
epaa-3696	49	51	in	in	ADP
epaa-3696	49	52	shortages	shortage	NOUN
epaa-3696	49	53	and	and	CCONJ
epaa-3696	49	54	future	future	ADJ
epaa-3696	49	55	outlook	outlook	NOUN
epaa-3696	49	56	of	of	ADP
epaa-3696	49	57	the	the	DET
epaa-3696	49	58	teacher	teacher	NOUN
epaa-3696	49	59	labor	labor	NOUN
epaa-3696	49	60	market	market	NOUN
epaa-3696	49	61	in	in	ADP
epaa-3696	49	62	the	the	DET
epaa-3696	49	63	us	us	PROPN
epaa-3696	49	64	.	.	PUNCT
epaa-3696	50	1	this	this	DET
epaa-3696	50	2	article	article	NOUN
epaa-3696	50	3	aims	aim	VERB
epaa-3696	50	4	to	to	PART
epaa-3696	50	5	add	add	VERB
epaa-3696	50	6	to	to	ADP
epaa-3696	50	7	the	the	DET
epaa-3696	50	8	literature	literature	NOUN
epaa-3696	50	9	on	on	ADP
epaa-3696	50	10	shortages	shortage	NOUN
epaa-3696	50	11	by	by	ADP
epaa-3696	50	12	addressing	address	VERB
epaa-3696	50	13	the	the	DET
epaa-3696	50	14	following	follow	VERB
epaa-3696	50	15	research	research	NOUN
epaa-3696	50	16	questions	question	NOUN
epaa-3696	50	17	:	:	PUNCT
epaa-3696	50	18	(	(	PUNCT
epaa-3696	50	19	a	a	X
epaa-3696	50	20	)	)	PUNCT
epaa-3696	50	21	what	what	PRON
epaa-3696	50	22	is	be	AUX
epaa-3696	50	23	the	the	DET
epaa-3696	50	24	status	status	NOUN
epaa-3696	50	25	of	of	ADP
epaa-3696	50	26	teacher	teacher	NOUN
epaa-3696	50	27	demand	demand	NOUN
epaa-3696	50	28	and	and	CCONJ
epaa-3696	50	29	supply	supply	NOUN
epaa-3696	50	30	across	across	ADP
epaa-3696	50	31	the	the	DET
epaa-3696	50	32	united	united	PROPN
epaa-3696	50	33	states	states	PROPN
epaa-3696	50	34	?	?	PUNCT
epaa-3696	51	1	how	how	SCONJ
epaa-3696	51	2	large	large	ADJ
epaa-3696	51	3	are	be	AUX
epaa-3696	51	4	the	the	DET
epaa-3696	51	5	differences	difference	NOUN
epaa-3696	51	6	between	between	ADP
epaa-3696	51	7	supply	supply	NOUN
epaa-3696	51	8	and	and	CCONJ
epaa-3696	51	9	demand	demand	NOUN
epaa-3696	51	10	?	?	PUNCT
epaa-3696	52	1	is	be	AUX
epaa-3696	52	2	it	it	PRON
epaa-3696	52	3	likely	likely	ADJ
epaa-3696	52	4	that	that	SCONJ
epaa-3696	52	5	these	these	DET
epaa-3696	52	6	differences	difference	NOUN
epaa-3696	52	7	will	will	AUX
epaa-3696	52	8	persist	persist	VERB
epaa-3696	52	9	?	?	PUNCT
epaa-3696	53	1	(	(	PUNCT
epaa-3696	53	2	b	b	X
epaa-3696	53	3	)	)	PUNCT
epaa-3696	53	4	what	what	PRON
epaa-3696	53	5	is	be	AUX
epaa-3696	53	6	the	the	DET
epaa-3696	53	7	apparent	apparent	ADJ
epaa-3696	53	8	extent	extent	NOUN
epaa-3696	53	9	of	of	ADP
epaa-3696	53	10	shortages	shortage	NOUN
epaa-3696	53	11	?	?	PUNCT
epaa-3696	54	1	where	where	SCONJ
epaa-3696	54	2	and	and	CCONJ
epaa-3696	54	3	in	in	ADP
epaa-3696	54	4	what	what	PRON
epaa-3696	54	5	fields	field	NOUN
epaa-3696	54	6	are	be	AUX
epaa-3696	54	7	shortages	shortage	NOUN
epaa-3696	54	8	more	more	ADV
epaa-3696	54	9	severe	severe	ADJ
epaa-3696	54	10	?	?	PUNCT
epaa-3696	55	1	and	and	CCONJ
epaa-3696	55	2	how	how	SCONJ
epaa-3696	55	3	and	and	CCONJ
epaa-3696	55	4	why	why	SCONJ
epaa-3696	55	5	do	do	AUX
epaa-3696	55	6	shortages	shortage	NOUN
epaa-3696	55	7	vary	vary	VERB
epaa-3696	55	8	?	?	PUNCT
epaa-3696	56	1	(	(	PUNCT
epaa-3696	56	2	c)what	c)what	DET
epaa-3696	56	3	factors	factor	NOUN
epaa-3696	56	4	appear	appear	VERB
epaa-3696	56	5	to	to	PART
epaa-3696	56	6	be	be	AUX
epaa-3696	56	7	driving	drive	VERB
epaa-3696	56	8	teacher	teacher	NOUN
epaa-3696	56	9	shortages	shortage	NOUN
epaa-3696	56	10	around	around	ADP
epaa-3696	56	11	the	the	DET
epaa-3696	56	12	country	country	NOUN
epaa-3696	56	13	?	?	PUNCT
epaa-3696	57	1	(	(	PUNCT
epaa-3696	57	2	d	d	X
epaa-3696	57	3	)	)	PUNCT
epaa-3696	57	4	what	what	PRON
epaa-3696	57	5	policy	policy	NOUN
epaa-3696	57	6	levers	lever	NOUN
epaa-3696	57	7	might	might	AUX
epaa-3696	57	8	mitigate	mitigate	VERB
epaa-3696	57	9	teacher	teacher	NOUN
epaa-3696	57	10	shortages	shortage	NOUN
epaa-3696	57	11	where	where	SCONJ
epaa-3696	57	12	they	they	PRON
epaa-3696	57	13	exist	exist	VERB
epaa-3696	57	14	?	?	PUNCT
epaa-3696	58	1	based	base	VERB
epaa-3696	58	2	on	on	ADP
epaa-3696	58	3	our	our	PRON
epaa-3696	58	4	analysis	analysis	NOUN
epaa-3696	58	5	we	we	PRON
epaa-3696	58	6	found	find	VERB
epaa-3696	58	7	that	that	SCONJ
epaa-3696	58	8	teacher	teacher	NOUN
epaa-3696	58	9	demand	demand	NOUN
epaa-3696	58	10	is	be	AUX
epaa-3696	58	11	projected	project	VERB
epaa-3696	58	12	to	to	PART
epaa-3696	58	13	increase	increase	VERB
epaa-3696	58	14	over	over	ADP
epaa-3696	58	15	the	the	DET
epaa-3696	58	16	next	next	ADJ
epaa-3696	58	17	decade	decade	NOUN
epaa-3696	58	18	,	,	PUNCT
epaa-3696	58	19	based	base	VERB
epaa-3696	58	20	on	on	ADP
epaa-3696	58	21	expectations	expectation	NOUN
epaa-3696	58	22	that	that	SCONJ
epaa-3696	58	23	the	the	DET
epaa-3696	58	24	school	school	NOUN
epaa-3696	58	25	-	-	PUNCT
epaa-3696	58	26	aged	aged	ADJ
epaa-3696	58	27	population	population	NOUN
epaa-3696	58	28	will	will	AUX
epaa-3696	58	29	increase	increase	VERB
epaa-3696	58	30	by	by	ADP
epaa-3696	58	31	roughly	roughly	ADV
epaa-3696	58	32	3	3	NUM
epaa-3696	58	33	million	million	NUM
epaa-3696	58	34	students	student	NOUN
epaa-3696	58	35	,	,	PUNCT
epaa-3696	58	36	student	student	NOUN
epaa-3696	58	37	-	-	PUNCT
epaa-3696	58	38	teacher	teacher	NOUN
epaa-3696	58	39	ratios	ratio	NOUN
epaa-3696	58	40	will	will	AUX
epaa-3696	58	41	return	return	VERB
epaa-3696	58	42	to	to	ADP
epaa-3696	58	43	pre	pre	ADJ
epaa-3696	58	44	-	-	ADJ
epaa-3696	58	45	recession	recession	ADJ
epaa-3696	58	46	levels	level	NOUN
epaa-3696	58	47	(	(	PUNCT
epaa-3696	58	48	suggesting	suggest	VERB
epaa-3696	58	49	a	a	DET
epaa-3696	58	50	decrease	decrease	NOUN
epaa-3696	58	51	from	from	ADP
epaa-3696	58	52	16:1	16:1	NUM
epaa-3696	58	53	to	to	ADP
epaa-3696	58	54	15:1	15:1	NUM
epaa-3696	58	55	)	)	PUNCT
epaa-3696	58	56	,	,	PUNCT
epaa-3696	58	57	and	and	CCONJ
epaa-3696	58	58	teacher	teacher	NOUN
epaa-3696	58	59	attrition	attrition	NOUN
epaa-3696	58	60	rates	rate	NOUN
epaa-3696	58	61	will	will	AUX
epaa-3696	58	62	remain	remain	VERB
epaa-3696	58	63	steady	steady	ADJ
epaa-3696	58	64	at	at	ADP
epaa-3696	58	65	8	8	NUM
epaa-3696	58	66	%	%	NOUN
epaa-3696	58	67	annually	annually	ADV
epaa-3696	58	68	.	.	PUNCT
epaa-3696	59	1	teacher	teacher	NOUN
epaa-3696	59	2	supply	supply	NOUN
epaa-3696	59	3	,	,	PUNCT
epaa-3696	59	4	meanwhile	meanwhile	ADV
epaa-3696	59	5	,	,	PUNCT
epaa-3696	59	6	has	have	AUX
epaa-3696	59	7	been	be	AUX
epaa-3696	59	8	declining	decline	VERB
epaa-3696	59	9	.	.	PUNCT
epaa-3696	60	1	between	between	ADP
epaa-3696	60	2	2009	2009	NUM
epaa-3696	60	3	and	and	CCONJ
epaa-3696	60	4	2014	2014	NUM
epaa-3696	60	5	,	,	PUNCT
epaa-3696	60	6	teacher	teacher	NOUN
epaa-3696	60	7	preparation	preparation	NOUN
epaa-3696	60	8	enrollments	enrollment	NOUN
epaa-3696	60	9	declined	decline	VERB
epaa-3696	60	10	by	by	ADP
epaa-3696	60	11	35	35	NUM
epaa-3696	60	12	%	%	NOUN
epaa-3696	60	13	and	and	CCONJ
epaa-3696	60	14	23	23	NUM
epaa-3696	60	15	%	%	NOUN
epaa-3696	60	16	fewer	few	ADJ
epaa-3696	60	17	preparation	preparation	NOUN
epaa-3696	60	18	candidates	candidate	NOUN
epaa-3696	60	19	completed	complete	VERB
epaa-3696	60	20	their	their	PRON
epaa-3696	60	21	programs	program	NOUN
epaa-3696	60	22	.	.	PUNCT
epaa-3696	61	1	our	our	PRON
epaa-3696	61	2	analysis	analysis	NOUN
epaa-3696	61	3	using	use	VERB
epaa-3696	61	4	national	national	ADJ
epaa-3696	61	5	databases	database	NOUN
epaa-3696	61	6	estimated	estimate	VERB
epaa-3696	61	7	a	a	DET
epaa-3696	61	8	teacher	teacher	NOUN
epaa-3696	61	9	shortage	shortage	NOUN
epaa-3696	61	10	of	of	ADP
epaa-3696	61	11	approximately	approximately	ADV
epaa-3696	61	12	64,000	64,000	NUM
epaa-3696	61	13	teachers	teacher	NOUN
epaa-3696	61	14	in	in	ADP
epaa-3696	61	15	the	the	DET
epaa-3696	61	16	2015	2015	NUM
epaa-3696	61	17	-	-	SYM
epaa-3696	61	18	16	16	NUM
epaa-3696	61	19	school	school	NOUN
epaa-3696	61	20	year	year	NOUN
epaa-3696	61	21	and	and	CCONJ
epaa-3696	61	22	an	an	DET
epaa-3696	61	23	annual	annual	ADJ
epaa-3696	61	24	shortage	shortage	NOUN
epaa-3696	61	25	of	of	ADP
epaa-3696	61	26	112,000	112,000	NUM
epaa-3696	61	27	teachers	teacher	NOUN
epaa-3696	61	28	in	in	ADP
epaa-3696	61	29	2017	2017	NUM
epaa-3696	61	30	-	-	SYM
epaa-3696	61	31	18	18	NUM
epaa-3696	61	32	.	.	PUNCT
epaa-3696	62	1	a	a	DET
epaa-3696	62	2	recent	recent	ADJ
epaa-3696	62	3	lpi	lpi	NOUN
epaa-3696	62	4	review	review	NOUN
epaa-3696	62	5	of	of	ADP
epaa-3696	62	6	state	state	NOUN
epaa-3696	62	7	teacher	teacher	NOUN
epaa-3696	62	8	workforce	workforce	PROPN
epaa-3696	62	9	reports	report	NOUN
epaa-3696	62	10	revealed	reveal	VERB
epaa-3696	62	11	that	that	SCONJ
epaa-3696	62	12	in	in	ADP
epaa-3696	62	13	the	the	DET
epaa-3696	62	14	36	36	NUM
epaa-3696	62	15	states	state	NOUN
epaa-3696	62	16	that	that	PRON
epaa-3696	62	17	reported	report	VERB
epaa-3696	62	18	such	such	ADJ
epaa-3696	62	19	data	datum	NOUN
epaa-3696	62	20	in	in	ADP
epaa-3696	62	21	2016	2016	NUM
epaa-3696	62	22	or	or	CCONJ
epaa-3696	62	23	2017	2017	NUM
epaa-3696	62	24	,	,	PUNCT
epaa-3696	62	25	at	at	ADP
epaa-3696	62	26	least	least	ADJ
epaa-3696	62	27	87,000	87,000	NUM
epaa-3696	62	28	positions	position	NOUN
epaa-3696	62	29	were	be	AUX
epaa-3696	62	30	not	not	PART
epaa-3696	62	31	filled	fill	VERB
epaa-3696	62	32	by	by	ADP
epaa-3696	62	33	a	a	DET
epaa-3696	62	34	fully	fully	ADV
epaa-3696	62	35	certified	certified	ADJ
epaa-3696	62	36	teacher	teacher	NOUN
epaa-3696	62	37	.	.	PUNCT
epaa-3696	63	1	assuming	assume	VERB
epaa-3696	63	2	the	the	DET
epaa-3696	63	3	same	same	ADJ
epaa-3696	63	4	rates	rate	NOUN
epaa-3696	63	5	of	of	ADP
epaa-3696	63	6	shortages	shortage	NOUN
epaa-3696	63	7	in	in	ADP
epaa-3696	63	8	the	the	DET
epaa-3696	63	9	remaining	remain	VERB
epaa-3696	63	10	states	state	NOUN
epaa-3696	63	11	,	,	PUNCT
epaa-3696	63	12	the	the	DET
epaa-3696	63	13	national	national	ADJ
epaa-3696	63	14	total	total	NOUN
epaa-3696	63	15	of	of	ADP
epaa-3696	63	16	uncertified	uncertified	ADJ
epaa-3696	63	17	teachers	teacher	NOUN
epaa-3696	63	18	would	would	AUX
epaa-3696	63	19	be	be	AUX
epaa-3696	63	20	approximately	approximately	ADV
epaa-3696	63	21	109,000	109,000	NUM
epaa-3696	63	22	,	,	PUNCT
epaa-3696	63	23	very	very	ADV
epaa-3696	63	24	close	close	ADJ
epaa-3696	63	25	to	to	ADP
epaa-3696	63	26	what	what	PRON
epaa-3696	63	27	our	our	PRON
epaa-3696	63	28	model	model	NOUN
epaa-3696	63	29	predicted	predict	VERB
epaa-3696	63	30	.	.	PUNCT
epaa-3696	64	1	it	it	PRON
epaa-3696	64	2	’s	’	VERB
epaa-3696	64	3	important	important	ADJ
epaa-3696	64	4	to	to	PART
epaa-3696	64	5	note	note	VERB
epaa-3696	64	6	that	that	DET
epaa-3696	64	7	dissent	dissent	NOUN
epaa-3696	64	8	about	about	ADP
epaa-3696	64	9	teacher	teacher	NOUN
epaa-3696	64	10	shortages	shortage	NOUN
epaa-3696	64	11	can	can	AUX
epaa-3696	64	12	be	be	AUX
epaa-3696	64	13	often	often	ADV
epaa-3696	64	14	rooted	root	VERB
epaa-3696	64	15	in	in	ADP
epaa-3696	64	16	different	different	ADJ
epaa-3696	64	17	labor	labor	NOUN
epaa-3696	64	18	market	market	NOUN
epaa-3696	64	19	realities	reality	NOUN
epaa-3696	64	20	that	that	PRON
epaa-3696	64	21	operate	operate	VERB
epaa-3696	64	22	across	across	ADP
epaa-3696	64	23	locations	location	NOUN
epaa-3696	64	24	and	and	CCONJ
epaa-3696	64	25	teaching	teaching	NOUN
epaa-3696	64	26	fields	field	NOUN
epaa-3696	64	27	,	,	PUNCT
epaa-3696	64	28	as	as	ADV
epaa-3696	64	29	well	well	ADV
epaa-3696	64	30	as	as	ADP
epaa-3696	64	31	different	different	ADJ
epaa-3696	64	32	uses	use	NOUN
epaa-3696	64	33	of	of	ADP
epaa-3696	64	34	the	the	DET
epaa-3696	64	35	term	term	NOUN
epaa-3696	64	36	“	"	PUNCT
epaa-3696	64	37	shortage	shortage	NOUN
epaa-3696	64	38	.	.	PUNCT
epaa-3696	64	39	”	"	PUNCT
epaa-3696	65	1	below	below	ADP
epaa-3696	65	2	we	we	PRON
epaa-3696	65	3	discuss	discuss	VERB
epaa-3696	65	4	the	the	DET
epaa-3696	65	5	various	various	ADJ
epaa-3696	65	6	debates	debate	NOUN
epaa-3696	65	7	surrounding	surround	VERB
epaa-3696	65	8	teacher	teacher	NOUN
epaa-3696	65	9	shortages	shortage	NOUN
epaa-3696	65	10	to	to	PART
epaa-3696	65	11	bring	bring	VERB
epaa-3696	65	12	clarity	clarity	NOUN
epaa-3696	65	13	to	to	ADP
epaa-3696	65	14	the	the	DET
epaa-3696	65	15	analysis	analysis	NOUN
epaa-3696	65	16	that	that	PRON
epaa-3696	65	17	follows	follow	VERB
epaa-3696	65	18	in	in	ADP
epaa-3696	65	19	the	the	DET
epaa-3696	65	20	remaining	remain	VERB
epaa-3696	65	21	sections	section	NOUN
epaa-3696	65	22	of	of	ADP
epaa-3696	65	23	the	the	DET
epaa-3696	65	24	paper	paper	NOUN
epaa-3696	65	25	.	.	PUNCT
epaa-3696	66	1	defining	define	VERB
epaa-3696	66	2	“	"	PUNCT
epaa-3696	66	3	teacher	teacher	NOUN
epaa-3696	66	4	shortage	shortage	NOUN
epaa-3696	66	5	”	"	PUNCT
epaa-3696	66	6	often	often	ADV
epaa-3696	66	7	,	,	PUNCT
epaa-3696	66	8	the	the	DET
epaa-3696	66	9	term	term	NOUN
epaa-3696	66	10	teacher	teacher	NOUN
epaa-3696	66	11	shortage	shortage	NOUN
epaa-3696	66	12	is	be	AUX
epaa-3696	66	13	used	use	VERB
epaa-3696	66	14	to	to	PART
epaa-3696	66	15	refer	refer	VERB
epaa-3696	66	16	to	to	ADP
epaa-3696	66	17	an	an	DET
epaa-3696	66	18	insufficient	insufficient	ADJ
epaa-3696	66	19	production	production	NOUN
epaa-3696	66	20	of	of	ADP
epaa-3696	66	21	new	new	ADJ
epaa-3696	66	22	teachers	teacher	NOUN
epaa-3696	66	23	,	,	PUNCT
epaa-3696	66	24	given	give	VERB
epaa-3696	66	25	the	the	DET
epaa-3696	66	26	size	size	NOUN
epaa-3696	66	27	of	of	ADP
epaa-3696	66	28	student	student	NOUN
epaa-3696	66	29	enrollments	enrollment	NOUN
epaa-3696	66	30	and	and	CCONJ
epaa-3696	66	31	teacher	teacher	NOUN
epaa-3696	66	32	retirements	retirement	NOUN
epaa-3696	66	33	.	.	PUNCT
epaa-3696	67	1	in	in	ADP
epaa-3696	67	2	this	this	DET
epaa-3696	67	3	narrow	narrow	ADJ
epaa-3696	67	4	definition	definition	NOUN
epaa-3696	67	5	,	,	PUNCT
epaa-3696	67	6	a	a	DET
epaa-3696	67	7	teacher	teacher	NOUN
epaa-3696	67	8	shortage	shortage	NOUN
epaa-3696	67	9	is	be	AUX
epaa-3696	67	10	measured	measure	VERB
epaa-3696	67	11	only	only	ADV
epaa-3696	67	12	by	by	ADP
epaa-3696	67	13	teacher	teacher	NOUN
epaa-3696	67	14	production	production	NOUN
epaa-3696	67	15	in	in	ADP
epaa-3696	67	16	relation	relation	NOUN
epaa-3696	67	17	to	to	ADP
epaa-3696	67	18	these	these	DET
epaa-3696	67	19	factors	factor	NOUN
epaa-3696	67	20	associated	associate	VERB
epaa-3696	67	21	with	with	ADP
epaa-3696	67	22	teacher	teacher	NOUN
epaa-3696	67	23	demand	demand	NOUN
epaa-3696	67	24	.	.	PUNCT
epaa-3696	68	1	however	however	ADV
epaa-3696	68	2	,	,	PUNCT
epaa-3696	68	3	a	a	DET
epaa-3696	68	4	large	large	ADJ
epaa-3696	68	5	body	body	NOUN
epaa-3696	68	6	of	of	ADP
epaa-3696	68	7	research	research	NOUN
epaa-3696	68	8	indicates	indicate	VERB
epaa-3696	68	9	that	that	SCONJ
epaa-3696	68	10	teacher	teacher	NOUN
epaa-3696	68	11	staffing	staffing	NOUN
epaa-3696	68	12	problems	problem	NOUN
epaa-3696	68	13	are	be	AUX
epaa-3696	68	14	driven	drive	VERB
epaa-3696	68	15	by	by	ADP
epaa-3696	68	16	a	a	DET
epaa-3696	68	17	myriad	myriad	NOUN
epaa-3696	68	18	of	of	ADP
epaa-3696	68	19	factors	factor	NOUN
epaa-3696	68	20	,	,	PUNCT
epaa-3696	68	21	including	include	VERB
epaa-3696	68	22	not	not	PART
epaa-3696	68	23	only	only	ADV
epaa-3696	68	24	production	production	NOUN
epaa-3696	68	25	of	of	ADP
epaa-3696	68	26	new	new	ADJ
epaa-3696	68	27	teachers	teacher	NOUN
epaa-3696	68	28	in	in	ADP
epaa-3696	68	29	various	various	ADJ
epaa-3696	68	30	fields	field	NOUN
epaa-3696	68	31	,	,	PUNCT
epaa-3696	68	32	but	but	CCONJ
epaa-3696	68	33	also	also	ADV
epaa-3696	68	34	teacher	teacher	NOUN
epaa-3696	68	35	turnover	turnover	NOUN
epaa-3696	68	36	,	,	PUNCT
epaa-3696	68	37	changes	change	NOUN
epaa-3696	68	38	in	in	ADP
epaa-3696	68	39	educational	educational	ADJ
epaa-3696	68	40	programs	program	NOUN
epaa-3696	68	41	and	and	CCONJ
epaa-3696	68	42	pupil	pupil	ADJ
epaa-3696	68	43	-	-	PUNCT
epaa-3696	68	44	teacher	teacher	NOUN
epaa-3696	68	45	ratios	ratio	NOUN
epaa-3696	68	46	,	,	PUNCT
epaa-3696	68	47	and	and	CCONJ
epaa-3696	68	48	the	the	DET
epaa-3696	68	49	attractiveness	attractiveness	NOUN
epaa-3696	68	50	of	of	ADP
epaa-3696	68	51	teaching	teaching	NOUN
epaa-3696	68	52	generally	generally	ADV
epaa-3696	68	53	and	and	CCONJ
epaa-3696	68	54	in	in	ADP
epaa-3696	68	55	specific	specific	ADJ
epaa-3696	68	56	locations	location	NOUN
epaa-3696	68	57	.	.	PUNCT
epaa-3696	69	1	imbalance	imbalance	NOUN
epaa-3696	69	2	between	between	ADP
epaa-3696	69	3	demand	demand	NOUN
epaa-3696	69	4	and	and	CCONJ
epaa-3696	69	5	presenting	present	VERB
epaa-3696	69	6	supply	supply	NOUN
epaa-3696	69	7	.	.	PUNCT
epaa-3696	70	1	in	in	ADP
epaa-3696	70	2	this	this	DET
epaa-3696	70	3	article	article	NOUN
epaa-3696	70	4	,	,	PUNCT
epaa-3696	70	5	we	we	PRON
epaa-3696	70	6	use	use	VERB
epaa-3696	70	7	a	a	DET
epaa-3696	70	8	theoretical	theoretical	ADJ
epaa-3696	70	9	framework	framework	NOUN
epaa-3696	70	10	of	of	ADP
epaa-3696	70	11	supply	supply	NOUN
epaa-3696	70	12	and	and	CCONJ
epaa-3696	70	13	demand	demand	NOUN
epaa-3696	70	14	that	that	PRON
epaa-3696	70	15	defines	define	VERB
epaa-3696	70	16	a	a	DET
epaa-3696	70	17	teacher	teacher	NOUN
epaa-3696	70	18	shortage	shortage	NOUN
epaa-3696	70	19	as	as	ADP
epaa-3696	70	20	an	an	DET
epaa-3696	70	21	inadequate	inadequate	ADJ
epaa-3696	70	22	quantity	quantity	NOUN
epaa-3696	70	23	of	of	ADP
epaa-3696	70	24	qualified	qualified	ADJ
epaa-3696	70	25	individuals	individual	NOUN
epaa-3696	70	26	willing	willing	ADJ
epaa-3696	70	27	to	to	PART
epaa-3696	70	28	offer	offer	VERB
epaa-3696	70	29	their	their	PRON
epaa-3696	70	30	services	service	NOUN
epaa-3696	70	31	under	under	ADP
epaa-3696	70	32	prevailing	prevail	VERB
epaa-3696	70	33	wages	wage	NOUN
epaa-3696	70	34	and	and	CCONJ
epaa-3696	70	35	conditions	condition	NOUN
epaa-3696	70	36	.	.	PUNCT
epaa-3696	71	1	in	in	ADP
epaa-3696	71	2	other	other	ADJ
epaa-3696	71	3	words	word	NOUN
epaa-3696	71	4	,	,	PUNCT
epaa-3696	71	5	teacher	teacher	NOUN
epaa-3696	71	6	shortages	shortage	NOUN
epaa-3696	71	7	emerge	emerge	VERB
epaa-3696	71	8	in	in	ADP
epaa-3696	71	9	different	different	ADJ
epaa-3696	71	10	fields	field	NOUN
epaa-3696	71	11	and	and	CCONJ
epaa-3696	71	12	locations	location	NOUN
epaa-3696	71	13	when	when	SCONJ
epaa-3696	71	14	there	there	PRON
epaa-3696	71	15	is	be	VERB
epaa-3696	71	16	an	an	DET
epaa-3696	71	17	imbalance	imbalance	NOUN
epaa-3696	71	18	between	between	ADP
epaa-3696	71	19	the	the	DET
epaa-3696	71	20	number	number	NOUN
epaa-3696	71	21	of	of	ADP
epaa-3696	71	22	teachers	teacher	NOUN
epaa-3696	71	23	demanded	demand	VERB
epaa-3696	71	24	and	and	CCONJ
epaa-3696	71	25	the	the	DET
epaa-3696	71	26	number	number	NOUN
epaa-3696	71	27	of	of	ADP
epaa-3696	71	28	qualified	qualified	ADJ
epaa-3696	71	29	teachers	teacher	NOUN
epaa-3696	71	30	willing	willing	ADJ
epaa-3696	71	31	to	to	PART
epaa-3696	71	32	offer	offer	VERB
epaa-3696	71	33	their	their	PRON
epaa-3696	71	34	services	service	NOUN
epaa-3696	71	35	to	to	PART
epaa-3696	71	36	fill	fill	VERB
epaa-3696	71	37	these	these	DET
epaa-3696	71	38	demanded	demand	VERB
epaa-3696	71	39	positions	position	NOUN
epaa-3696	71	40	.	.	PUNCT
epaa-3696	72	1	this	this	DET
epaa-3696	72	2	more	more	ADV
epaa-3696	72	3	robust	robust	ADJ
epaa-3696	72	4	definition	definition	NOUN
epaa-3696	72	5	allows	allow	VERB
epaa-3696	72	6	for	for	ADP
epaa-3696	72	7	a	a	DET
epaa-3696	72	8	more	more	ADV
epaa-3696	72	9	detailed	detailed	ADJ
epaa-3696	72	10	diagnosis	diagnosis	NOUN
epaa-3696	72	11	with	with	ADP
epaa-3696	72	12	clearer	clear	ADJ
epaa-3696	72	13	implications	implication	NOUN
epaa-3696	72	14	for	for	ADP
epaa-3696	72	15	policy	policy	NOUN
epaa-3696	72	16	analysis	analysis	NOUN
epaa-3696	72	17	and	and	CCONJ
epaa-3696	72	18	recommendations	recommendation	NOUN
epaa-3696	72	19	.	.	PUNCT
epaa-3696	73	1	from	from	ADP
epaa-3696	73	2	this	this	DET
epaa-3696	73	3	perspective	perspective	NOUN
epaa-3696	73	4	,	,	PUNCT
epaa-3696	73	5	the	the	DET
epaa-3696	73	6	key	key	ADJ
epaa-3696	73	7	issue	issue	NOUN
epaa-3696	73	8	is	be	AUX
epaa-3696	73	9	not	not	PART
epaa-3696	73	10	whether	whether	SCONJ
epaa-3696	73	11	there	there	PRON
epaa-3696	73	12	will	will	AUX
epaa-3696	73	13	be	be	AUX
epaa-3696	73	14	enough	enough	ADJ
epaa-3696	73	15	warm	warm	ADJ
epaa-3696	73	16	bodies	body	NOUN
epaa-3696	73	17	to	to	PART
epaa-3696	73	18	enter	enter	VERB
epaa-3696	73	19	teaching	teach	VERB
epaa-3696	73	20	.	.	PUNCT
epaa-3696	74	1	the	the	DET
epaa-3696	74	2	key	key	ADJ
epaa-3696	74	3	issue	issue	NOUN
epaa-3696	74	4	is	be	AUX
epaa-3696	74	5	whether	whether	SCONJ
epaa-3696	74	6	there	there	PRON
epaa-3696	74	7	will	will	AUX
epaa-3696	74	8	be	be	AUX
epaa-3696	74	9	enough	enough	ADJ
epaa-3696	74	10	well	well	ADV
epaa-3696	74	11	-	-	PUNCT
epaa-3696	74	12	qualified	qualified	ADJ
epaa-3696	74	13	individuals	individual	NOUN
epaa-3696	74	14	willing	willing	ADJ
epaa-3696	74	15	to	to	PART
epaa-3696	74	16	offer	offer	VERB
epaa-3696	74	17	their	their	PRON
epaa-3696	74	18	services	service	NOUN
epaa-3696	74	19	in	in	ADP
epaa-3696	74	20	an	an	DET
epaa-3696	74	21	analysis	analysis	NOUN
epaa-3696	74	22	of	of	ADP
epaa-3696	74	23	teacher	teacher	NOUN
epaa-3696	74	24	supply	supply	NOUN
epaa-3696	74	25	and	and	CCONJ
epaa-3696	74	26	demand	demand	NOUN
epaa-3696	74	27	in	in	ADP
epaa-3696	74	28	the	the	DET
epaa-3696	74	29	united	united	PROPN
epaa-3696	74	30	states	states	PROPN
epaa-3696	74	31	5	5	NUM
epaa-3696	74	32	the	the	DET
epaa-3696	74	33	specific	specific	ADJ
epaa-3696	74	34	fields	field	NOUN
epaa-3696	74	35	and	and	CCONJ
epaa-3696	74	36	locations	location	NOUN
epaa-3696	74	37	that	that	PRON
epaa-3696	74	38	currently	currently	ADV
epaa-3696	74	39	lack	lack	VERB
epaa-3696	74	40	an	an	DET
epaa-3696	74	41	adequate	adequate	ADJ
epaa-3696	74	42	supply	supply	NOUN
epaa-3696	74	43	—	—	PUNCT
epaa-3696	74	44	and	and	CCONJ
epaa-3696	74	45	whether	whether	SCONJ
epaa-3696	74	46	this	this	PRON
epaa-3696	74	47	will	will	AUX
epaa-3696	74	48	happen	happen	VERB
epaa-3696	74	49	on	on	ADP
epaa-3696	74	50	its	its	PRON
epaa-3696	74	51	own	own	ADJ
epaa-3696	74	52	,	,	PUNCT
epaa-3696	74	53	in	in	ADP
epaa-3696	74	54	response	response	NOUN
epaa-3696	74	55	to	to	ADP
epaa-3696	74	56	the	the	DET
epaa-3696	74	57	market	market	NOUN
epaa-3696	74	58	,	,	PUNCT
epaa-3696	74	59	or	or	CCONJ
epaa-3696	74	60	will	will	AUX
epaa-3696	74	61	require	require	VERB
epaa-3696	74	62	policy	policy	NOUN
epaa-3696	74	63	interventions	intervention	NOUN
epaa-3696	74	64	.	.	PUNCT
epaa-3696	75	1	local	local	ADJ
epaa-3696	75	2	and	and	CCONJ
epaa-3696	75	3	national	national	ADJ
epaa-3696	75	4	dimensions	dimension	NOUN
epaa-3696	75	5	of	of	ADP
epaa-3696	75	6	shortage	shortage	NOUN
epaa-3696	75	7	.	.	PUNCT
epaa-3696	76	1	teacher	teacher	NOUN
epaa-3696	76	2	shortages	shortage	NOUN
epaa-3696	76	3	are	be	AUX
epaa-3696	76	4	,	,	PUNCT
epaa-3696	76	5	for	for	ADP
epaa-3696	76	6	the	the	DET
epaa-3696	76	7	most	most	ADJ
epaa-3696	76	8	part	part	NOUN
epaa-3696	76	9	,	,	PUNCT
epaa-3696	76	10	not	not	PART
epaa-3696	76	11	national	national	ADJ
epaa-3696	76	12	in	in	ADP
epaa-3696	76	13	nature	nature	NOUN
epaa-3696	76	14	,	,	PUNCT
epaa-3696	76	15	and	and	CCONJ
epaa-3696	76	16	one	one	PRON
epaa-3696	76	17	can	can	AUX
epaa-3696	76	18	argue	argue	VERB
epaa-3696	76	19	that	that	SCONJ
epaa-3696	76	20	there	there	PRON
epaa-3696	76	21	are	be	VERB
epaa-3696	76	22	,	,	PUNCT
epaa-3696	76	23	in	in	ADP
epaa-3696	76	24	fact	fact	NOUN
epaa-3696	76	25	,	,	PUNCT
epaa-3696	76	26	50	50	NUM
epaa-3696	76	27	separate	separate	ADJ
epaa-3696	76	28	state	state	NOUN
epaa-3696	76	29	labor	labor	NOUN
epaa-3696	76	30	markets	market	NOUN
epaa-3696	76	31	for	for	ADP
epaa-3696	76	32	teaching	teaching	NOUN
epaa-3696	76	33	,	,	PUNCT
epaa-3696	76	34	plus	plus	CCONJ
epaa-3696	76	35	local	local	ADJ
epaa-3696	76	36	labor	labor	NOUN
epaa-3696	76	37	markets	market	NOUN
epaa-3696	76	38	nested	nest	VERB
epaa-3696	76	39	within	within	ADP
epaa-3696	76	40	states	state	NOUN
epaa-3696	76	41	.	.	PUNCT
epaa-3696	77	1	current	current	ADJ
epaa-3696	77	2	shortages	shortage	NOUN
epaa-3696	77	3	differ	differ	VERB
epaa-3696	77	4	from	from	ADP
epaa-3696	77	5	state	state	NOUN
epaa-3696	77	6	to	to	ADP
epaa-3696	77	7	state	state	NOUN
epaa-3696	77	8	,	,	PUNCT
epaa-3696	77	9	across	across	ADP
epaa-3696	77	10	districts	district	NOUN
epaa-3696	77	11	of	of	ADP
epaa-3696	77	12	different	different	ADJ
epaa-3696	77	13	types	type	NOUN
epaa-3696	77	14	,	,	PUNCT
epaa-3696	77	15	and	and	CCONJ
epaa-3696	77	16	among	among	ADP
epaa-3696	77	17	subject	subject	ADJ
epaa-3696	77	18	areas	area	NOUN
epaa-3696	77	19	.	.	PUNCT
epaa-3696	78	1	the	the	DET
epaa-3696	78	2	conditions	condition	NOUN
epaa-3696	78	3	influencing	influence	VERB
epaa-3696	78	4	supply	supply	NOUN
epaa-3696	78	5	and	and	CCONJ
epaa-3696	78	6	demand	demand	NOUN
epaa-3696	78	7	—	—	PUNCT
epaa-3696	78	8	factors	factor	NOUN
epaa-3696	78	9	like	like	ADP
epaa-3696	78	10	compensation	compensation	NOUN
epaa-3696	78	11	,	,	PUNCT
epaa-3696	78	12	working	working	NOUN
epaa-3696	78	13	conditions	condition	NOUN
epaa-3696	78	14	,	,	PUNCT
epaa-3696	78	15	and	and	CCONJ
epaa-3696	78	16	turnover	turnover	NOUN
epaa-3696	78	17	rates	rate	NOUN
epaa-3696	78	18	—	—	PUNCT
epaa-3696	78	19	are	be	AUX
epaa-3696	78	20	very	very	ADV
epaa-3696	78	21	different	different	ADJ
epaa-3696	78	22	across	across	ADP
epaa-3696	78	23	states	state	NOUN
epaa-3696	78	24	and	and	CCONJ
epaa-3696	78	25	,	,	PUNCT
epaa-3696	78	26	in	in	ADP
epaa-3696	78	27	some	some	DET
epaa-3696	78	28	states	state	NOUN
epaa-3696	78	29	,	,	PUNCT
epaa-3696	78	30	are	be	AUX
epaa-3696	78	31	very	very	ADV
epaa-3696	78	32	different	different	ADJ
epaa-3696	78	33	across	across	ADP
epaa-3696	78	34	regions	region	NOUN
epaa-3696	78	35	and	and	CCONJ
epaa-3696	78	36	districts	district	NOUN
epaa-3696	78	37	as	as	ADV
epaa-3696	78	38	well	well	ADV
epaa-3696	78	39	.	.	PUNCT
epaa-3696	79	1	however	however	ADV
epaa-3696	79	2	,	,	PUNCT
epaa-3696	79	3	at	at	ADP
epaa-3696	79	4	a	a	DET
epaa-3696	79	5	point	point	NOUN
epaa-3696	79	6	when	when	SCONJ
epaa-3696	79	7	nearly	nearly	ADV
epaa-3696	79	8	every	every	DET
epaa-3696	79	9	state	state	NOUN
epaa-3696	79	10	is	be	AUX
epaa-3696	79	11	reporting	report	VERB
epaa-3696	79	12	shortages	shortage	NOUN
epaa-3696	79	13	in	in	ADP
epaa-3696	79	14	certain	certain	ADJ
epaa-3696	79	15	subject	subject	ADJ
epaa-3696	79	16	areas	area	NOUN
epaa-3696	79	17	(	(	PUNCT
epaa-3696	79	18	u.s	u.s	PROPN
epaa-3696	79	19	.	.	PROPN
epaa-3696	79	20	department	department	PROPN
epaa-3696	79	21	of	of	ADP
epaa-3696	79	22	education	education	PROPN
epaa-3696	79	23	office	office	NOUN
epaa-3696	79	24	of	of	ADP
epaa-3696	79	25	postsecondary	postsecondary	ADJ
epaa-3696	79	26	education	education	NOUN
epaa-3696	79	27	,	,	PUNCT
epaa-3696	79	28	2017	2017	NUM
epaa-3696	79	29	)	)	PUNCT
epaa-3696	79	30	,	,	PUNCT
epaa-3696	79	31	as	as	ADV
epaa-3696	79	32	well	well	ADV
epaa-3696	79	33	as	as	ADP
epaa-3696	79	34	experiencing	experience	VERB
epaa-3696	79	35	similar	similar	ADJ
epaa-3696	79	36	national	national	ADJ
epaa-3696	79	37	labor	labor	NOUN
epaa-3696	79	38	market	market	NOUN
epaa-3696	79	39	trends	trend	NOUN
epaa-3696	79	40	,	,	PUNCT
epaa-3696	79	41	including	include	VERB
epaa-3696	79	42	the	the	DET
epaa-3696	79	43	contraction	contraction	NOUN
epaa-3696	79	44	during	during	ADP
epaa-3696	79	45	and	and	CCONJ
epaa-3696	79	46	expansion	expansion	NOUN
epaa-3696	79	47	following	follow	VERB
epaa-3696	79	48	the	the	DET
epaa-3696	79	49	great	great	ADJ
epaa-3696	79	50	recession	recession	NOUN
epaa-3696	79	51	and	and	CCONJ
epaa-3696	79	52	a	a	DET
epaa-3696	79	53	shared	share	VERB
epaa-3696	79	54	set	set	NOUN
epaa-3696	79	55	of	of	ADP
epaa-3696	79	56	national	national	ADJ
epaa-3696	79	57	policies	policy	NOUN
epaa-3696	79	58	impacting	impact	VERB
epaa-3696	79	59	schools	school	NOUN
epaa-3696	79	60	across	across	ADP
epaa-3696	79	61	the	the	DET
epaa-3696	79	62	nation	nation	NOUN
epaa-3696	79	63	,	,	PUNCT
epaa-3696	79	64	it	it	PRON
epaa-3696	79	65	is	be	AUX
epaa-3696	79	66	also	also	ADV
epaa-3696	79	67	important	important	ADJ
epaa-3696	79	68	to	to	PART
epaa-3696	79	69	understand	understand	VERB
epaa-3696	79	70	shortages	shortage	NOUN
epaa-3696	79	71	at	at	ADP
epaa-3696	79	72	the	the	DET
epaa-3696	79	73	national	national	ADJ
epaa-3696	79	74	level	level	NOUN
epaa-3696	79	75	.	.	PUNCT
epaa-3696	80	1	and	and	CCONJ
epaa-3696	80	2	although	although	SCONJ
epaa-3696	80	3	it	it	PRON
epaa-3696	80	4	is	be	AUX
epaa-3696	80	5	paramount	paramount	ADJ
epaa-3696	80	6	to	to	PART
epaa-3696	80	7	look	look	VERB
epaa-3696	80	8	at	at	ADP
epaa-3696	80	9	state	state	NOUN
epaa-3696	80	10	and	and	CCONJ
epaa-3696	80	11	local	local	ADJ
epaa-3696	80	12	variation	variation	NOUN
epaa-3696	80	13	,	,	PUNCT
epaa-3696	80	14	some	some	DET
epaa-3696	80	15	solutions	solution	NOUN
epaa-3696	80	16	will	will	AUX
epaa-3696	80	17	need	need	VERB
epaa-3696	80	18	to	to	PART
epaa-3696	80	19	be	be	AUX
epaa-3696	80	20	national	national	ADJ
epaa-3696	80	21	in	in	ADP
epaa-3696	80	22	nature	nature	NOUN
epaa-3696	80	23	.	.	PUNCT
epaa-3696	81	1	about	about	ADV
epaa-3696	81	2	25	25	NUM
epaa-3696	81	3	%	%	NOUN
epaa-3696	81	4	of	of	ADP
epaa-3696	81	5	teachers	teacher	NOUN
epaa-3696	81	6	cross	cross	VERB
epaa-3696	81	7	state	state	NOUN
epaa-3696	81	8	lines	line	NOUN
epaa-3696	81	9	in	in	ADP
epaa-3696	81	10	their	their	PRON
epaa-3696	81	11	careers	career	NOUN
epaa-3696	81	12	,	,	PUNCT
epaa-3696	81	13	and	and	CCONJ
epaa-3696	81	14	many	many	ADJ
epaa-3696	81	15	leave	leave	VERB
epaa-3696	81	16	the	the	DET
epaa-3696	81	17	profession	profession	NOUN
epaa-3696	81	18	because	because	SCONJ
epaa-3696	81	19	of	of	ADP
epaa-3696	81	20	barriers	barrier	NOUN
epaa-3696	81	21	to	to	PART
epaa-3696	81	22	transfer	transfer	VERB
epaa-3696	81	23	their	their	PRON
epaa-3696	81	24	licenses	license	NOUN
epaa-3696	81	25	and	and	CCONJ
epaa-3696	81	26	pensions	pension	NOUN
epaa-3696	81	27	,	,	PUNCT
epaa-3696	81	28	so	so	ADV
epaa-3696	81	29	solving	solve	VERB
epaa-3696	81	30	these	these	DET
epaa-3696	81	31	national	national	ADJ
epaa-3696	81	32	labor	labor	NOUN
epaa-3696	81	33	market	market	NOUN
epaa-3696	81	34	problems	problem	NOUN
epaa-3696	81	35	is	be	AUX
epaa-3696	81	36	part	part	NOUN
epaa-3696	81	37	of	of	ADP
epaa-3696	81	38	the	the	DET
epaa-3696	81	39	solution	solution	NOUN
epaa-3696	81	40	(	(	PUNCT
epaa-3696	81	41	u.s	u.s	PROPN
epaa-3696	81	42	.	.	PROPN
epaa-3696	81	43	department	department	PROPN
epaa-3696	81	44	of	of	ADP
epaa-3696	81	45	education	education	PROPN
epaa-3696	81	46	,	,	PUNCT
epaa-3696	81	47	n.d	n.d	PROPN
epaa-3696	81	48	.	.	PROPN
epaa-3696	81	49	)	)	PUNCT
epaa-3696	81	50	.	.	PUNCT
epaa-3696	82	1	evidence	evidence	NOUN
epaa-3696	82	2	of	of	ADP
epaa-3696	82	3	teacher	teacher	NOUN
epaa-3696	82	4	shortages	shortage	NOUN
epaa-3696	82	5	several	several	ADJ
epaa-3696	82	6	commentaries	commentary	NOUN
epaa-3696	82	7	over	over	ADP
epaa-3696	82	8	the	the	DET
epaa-3696	82	9	past	past	ADJ
epaa-3696	82	10	few	few	ADJ
epaa-3696	82	11	years	year	NOUN
epaa-3696	82	12	have	have	AUX
epaa-3696	82	13	questioned	question	VERB
epaa-3696	82	14	whether	whether	SCONJ
epaa-3696	82	15	widespread	widespread	ADJ
epaa-3696	82	16	teacher	teacher	NOUN
epaa-3696	82	17	shortages	shortage	NOUN
epaa-3696	82	18	exist	exist	VERB
epaa-3696	82	19	(	(	PUNCT
epaa-3696	82	20	e.g.	e.g.	ADV
epaa-3696	82	21	,	,	PUNCT
epaa-3696	82	22	aldeman	aldeman	NOUN
epaa-3696	82	23	,	,	PUNCT
epaa-3696	82	24	2016	2016	NUM
epaa-3696	82	25	;	;	PUNCT
epaa-3696	82	26	antonucci	antonucci	PROPN
epaa-3696	82	27	,	,	PUNCT
epaa-3696	82	28	2016	2016	NUM
epaa-3696	82	29	)	)	PUNCT
epaa-3696	82	30	.	.	PUNCT
epaa-3696	83	1	however	however	ADV
epaa-3696	83	2	,	,	PUNCT
epaa-3696	83	3	real	real	ADJ
epaa-3696	83	4	-	-	PUNCT
epaa-3696	83	5	world	world	NOUN
epaa-3696	83	6	indicators	indicator	NOUN
epaa-3696	83	7	present	present	VERB
epaa-3696	83	8	compelling	compelling	ADJ
epaa-3696	83	9	evidence	evidence	NOUN
epaa-3696	83	10	of	of	ADP
epaa-3696	83	11	widespread	widespread	ADJ
epaa-3696	83	12	shortages	shortage	NOUN
epaa-3696	83	13	.	.	PUNCT
epaa-3696	84	1	nearly	nearly	ADV
epaa-3696	84	2	every	every	DET
epaa-3696	84	3	state	state	NOUN
epaa-3696	84	4	is	be	AUX
epaa-3696	84	5	reporting	report	VERB
epaa-3696	84	6	shortages	shortage	NOUN
epaa-3696	84	7	in	in	ADP
epaa-3696	84	8	certain	certain	ADJ
epaa-3696	84	9	subjects	subject	NOUN
epaa-3696	84	10	,	,	PUNCT
epaa-3696	84	11	and	and	CCONJ
epaa-3696	84	12	most	most	ADJ
epaa-3696	84	13	are	be	AUX
epaa-3696	84	14	resorting	resort	VERB
epaa-3696	84	15	to	to	ADP
epaa-3696	84	16	hiring	hire	VERB
epaa-3696	84	17	teachers	teacher	NOUN
epaa-3696	84	18	who	who	PRON
epaa-3696	84	19	are	be	AUX
epaa-3696	84	20	not	not	PART
epaa-3696	84	21	fully	fully	ADV
epaa-3696	84	22	certified	certify	VERB
epaa-3696	84	23	for	for	ADP
epaa-3696	84	24	their	their	PRON
epaa-3696	84	25	teaching	teaching	NOUN
epaa-3696	84	26	assignments	assignment	NOUN
epaa-3696	84	27	.	.	PUNCT
epaa-3696	85	1	more	more	ADJ
epaa-3696	85	2	than	than	ADP
epaa-3696	85	3	40	40	NUM
epaa-3696	85	4	states	state	NOUN
epaa-3696	85	5	report	report	VERB
epaa-3696	85	6	shortages	shortage	NOUN
epaa-3696	85	7	in	in	ADP
epaa-3696	85	8	several	several	ADJ
epaa-3696	85	9	subject	subject	NOUN
epaa-3696	85	10	matter	matter	NOUN
epaa-3696	85	11	areas	area	NOUN
epaa-3696	85	12	,	,	PUNCT
epaa-3696	85	13	such	such	ADJ
epaa-3696	85	14	as	as	ADP
epaa-3696	85	15	mathematics	mathematic	NOUN
epaa-3696	85	16	,	,	PUNCT
epaa-3696	85	17	science	science	NOUN
epaa-3696	85	18	,	,	PUNCT
epaa-3696	85	19	and	and	CCONJ
epaa-3696	85	20	special	special	ADJ
epaa-3696	85	21	education	education	NOUN
epaa-3696	85	22	,	,	PUNCT
epaa-3696	85	23	and	and	CCONJ
epaa-3696	85	24	more	more	ADJ
epaa-3696	85	25	than	than	ADP
epaa-3696	85	26	30	30	NUM
epaa-3696	85	27	report	report	NOUN
epaa-3696	85	28	shortages	shortage	NOUN
epaa-3696	85	29	in	in	ADP
epaa-3696	85	30	a	a	DET
epaa-3696	85	31	number	number	NOUN
epaa-3696	85	32	of	of	ADP
epaa-3696	85	33	other	other	ADJ
epaa-3696	85	34	fields	field	NOUN
epaa-3696	85	35	,	,	PUNCT
epaa-3696	85	36	ranging	range	VERB
epaa-3696	85	37	from	from	ADP
epaa-3696	85	38	career	career	NOUN
epaa-3696	85	39	technical	technical	ADJ
epaa-3696	85	40	education	education	NOUN
epaa-3696	85	41	to	to	ADP
epaa-3696	85	42	bilingual	bilingual	ADJ
epaa-3696	85	43	education	education	NOUN
epaa-3696	85	44	(	(	PUNCT
epaa-3696	85	45	u.s	u.s	PROPN
epaa-3696	85	46	.	.	PROPN
epaa-3696	85	47	department	department	PROPN
epaa-3696	85	48	of	of	ADP
epaa-3696	85	49	education	education	PROPN
epaa-3696	85	50	office	office	NOUN
epaa-3696	85	51	of	of	ADP
epaa-3696	85	52	postsecondary	postsecondary	ADJ
epaa-3696	85	53	education	education	NOUN
epaa-3696	85	54	,	,	PUNCT
epaa-3696	85	55	2017	2017	NUM
epaa-3696	85	56	)	)	PUNCT
epaa-3696	85	57	.	.	PUNCT
epaa-3696	86	1	another	another	DET
epaa-3696	86	2	widely	widely	ADV
epaa-3696	86	3	used	use	VERB
epaa-3696	86	4	indicator	indicator	NOUN
epaa-3696	86	5	of	of	ADP
epaa-3696	86	6	shortages	shortage	NOUN
epaa-3696	86	7	is	be	AUX
epaa-3696	86	8	the	the	DET
epaa-3696	86	9	difficulty	difficulty	NOUN
epaa-3696	86	10	employers	employer	NOUN
epaa-3696	86	11	have	have	VERB
epaa-3696	86	12	in	in	ADP
epaa-3696	86	13	filling	fill	VERB
epaa-3696	86	14	vacancies	vacancy	NOUN
epaa-3696	86	15	.	.	PUNCT
epaa-3696	87	1	each	each	DET
epaa-3696	87	2	year	year	NOUN
epaa-3696	87	3	,	,	PUNCT
epaa-3696	87	4	the	the	DET
epaa-3696	87	5	american	american	PROPN
epaa-3696	87	6	association	association	PROPN
epaa-3696	87	7	for	for	ADP
epaa-3696	87	8	employment	employment	NOUN
epaa-3696	87	9	in	in	ADP
epaa-3696	87	10	education	education	NOUN
epaa-3696	87	11	(	(	PUNCT
epaa-3696	87	12	aaee	aaee	NOUN
epaa-3696	87	13	)	)	PUNCT
epaa-3696	87	14	surveys	survey	NOUN
epaa-3696	87	15	a	a	DET
epaa-3696	87	16	sample	sample	NOUN
epaa-3696	87	17	of	of	ADP
epaa-3696	87	18	higher	high	ADJ
epaa-3696	87	19	education	education	NOUN
epaa-3696	87	20	institutions	institution	NOUN
epaa-3696	87	21	and	and	CCONJ
epaa-3696	87	22	districts	district	NOUN
epaa-3696	87	23	across	across	ADP
epaa-3696	87	24	the	the	DET
epaa-3696	87	25	country	country	NOUN
epaa-3696	87	26	.	.	PUNCT
epaa-3696	88	1	in	in	ADP
epaa-3696	88	2	2016	2016	NUM
epaa-3696	88	3	-	-	SYM
epaa-3696	88	4	17	17	NUM
epaa-3696	88	5	,	,	PUNCT
epaa-3696	88	6	more	more	ADJ
epaa-3696	88	7	than	than	ADP
epaa-3696	88	8	two	two	NUM
epaa-3696	88	9	-	-	PUNCT
epaa-3696	88	10	thirds	third	NOUN
epaa-3696	88	11	of	of	ADP
epaa-3696	88	12	surveyed	survey	VERB
epaa-3696	88	13	districts	district	NOUN
epaa-3696	88	14	(	(	PUNCT
epaa-3696	88	15	69	69	NUM
epaa-3696	88	16	%	%	NOUN
epaa-3696	88	17	)	)	PUNCT
epaa-3696	88	18	reported	report	VERB
epaa-3696	88	19	not	not	PART
epaa-3696	88	20	having	have	VERB
epaa-3696	88	21	enough	enough	ADJ
epaa-3696	88	22	candidates	candidate	NOUN
epaa-3696	88	23	for	for	ADP
epaa-3696	88	24	open	open	ADJ
epaa-3696	88	25	positions	position	NOUN
epaa-3696	88	26	as	as	ADP
epaa-3696	88	27	“	"	PUNCT
epaa-3696	88	28	a	a	DET
epaa-3696	88	29	big	big	ADJ
epaa-3696	88	30	challenge	challenge	NOUN
epaa-3696	88	31	.	.	PUNCT
epaa-3696	88	32	”	"	PUNCT
epaa-3696	89	1	this	this	PRON
epaa-3696	89	2	was	be	AUX
epaa-3696	89	3	more	more	ADV
epaa-3696	89	4	than	than	ADP
epaa-3696	89	5	double	double	DET
epaa-3696	89	6	the	the	DET
epaa-3696	89	7	rate	rate	NOUN
epaa-3696	89	8	from	from	ADP
epaa-3696	89	9	the	the	DET
epaa-3696	89	10	2013	2013	NUM
epaa-3696	89	11	-	-	SYM
epaa-3696	89	12	14	14	NUM
epaa-3696	89	13	survey	survey	NOUN
epaa-3696	89	14	(	(	PUNCT
epaa-3696	89	15	aaee	aaee	ADJ
epaa-3696	89	16	,	,	PUNCT
epaa-3696	89	17	2017	2017	NUM
epaa-3696	89	18	)	)	PUNCT
epaa-3696	89	19	.	.	PUNCT
epaa-3696	90	1	a	a	DET
epaa-3696	90	2	recent	recent	ADJ
epaa-3696	90	3	review	review	NOUN
epaa-3696	90	4	by	by	ADP
epaa-3696	90	5	lpi	lpi	NOUN
epaa-3696	90	6	of	of	ADP
epaa-3696	90	7	state	state	NOUN
epaa-3696	90	8	teacher	teacher	NOUN
epaa-3696	90	9	workforce	workforce	NOUN
epaa-3696	90	10	reports	report	NOUN
epaa-3696	90	11	reveals	reveal	VERB
epaa-3696	90	12	that	that	SCONJ
epaa-3696	90	13	,	,	PUNCT
epaa-3696	90	14	in	in	ADP
epaa-3696	90	15	the	the	DET
epaa-3696	90	16	36	36	NUM
epaa-3696	90	17	states	state	NOUN
epaa-3696	90	18	that	that	PRON
epaa-3696	90	19	reported	report	VERB
epaa-3696	90	20	such	such	ADJ
epaa-3696	90	21	data	datum	NOUN
epaa-3696	90	22	in	in	ADP
epaa-3696	90	23	2016	2016	NUM
epaa-3696	90	24	or	or	CCONJ
epaa-3696	90	25	2017	2017	NUM
epaa-3696	90	26	,	,	PUNCT
epaa-3696	90	27	a	a	DET
epaa-3696	90	28	total	total	NOUN
epaa-3696	90	29	of	of	ADP
epaa-3696	90	30	at	at	ADV
epaa-3696	90	31	least	least	ADV
epaa-3696	90	32	87,000	87,000	NUM
epaa-3696	90	33	positions	position	NOUN
epaa-3696	90	34	were	be	AUX
epaa-3696	90	35	filled	fill	VERB
epaa-3696	90	36	by	by	ADP
epaa-3696	90	37	teachers	teacher	NOUN
epaa-3696	90	38	who	who	PRON
epaa-3696	90	39	were	be	AUX
epaa-3696	90	40	not	not	PART
epaa-3696	90	41	fully	fully	ADV
epaa-3696	90	42	certified	certify	VERB
epaa-3696	90	43	.	.	PUNCT
epaa-3696	91	1	when	when	SCONJ
epaa-3696	91	2	school	school	NOUN
epaa-3696	91	3	districts	district	NOUN
epaa-3696	91	4	are	be	AUX
epaa-3696	91	5	having	have	VERB
epaa-3696	91	6	trouble	trouble	NOUN
epaa-3696	91	7	finding	find	VERB
epaa-3696	91	8	fully	fully	ADV
epaa-3696	91	9	qualified	qualified	ADJ
epaa-3696	91	10	applicants	applicant	NOUN
epaa-3696	91	11	to	to	PART
epaa-3696	91	12	fill	fill	VERB
epaa-3696	91	13	empty	empty	ADJ
epaa-3696	91	14	positions	position	NOUN
epaa-3696	91	15	,	,	PUNCT
epaa-3696	91	16	it	it	PRON
epaa-3696	91	17	is	be	AUX
epaa-3696	91	18	a	a	DET
epaa-3696	91	19	sign	sign	NOUN
epaa-3696	91	20	of	of	ADP
epaa-3696	91	21	labor	labor	NOUN
epaa-3696	91	22	market	market	NOUN
epaa-3696	91	23	imbalances	imbalance	NOUN
epaa-3696	91	24	in	in	ADP
epaa-3696	91	25	those	those	DET
epaa-3696	91	26	fields	field	NOUN
epaa-3696	91	27	or	or	CCONJ
epaa-3696	91	28	locations	location	NOUN
epaa-3696	91	29	.	.	PUNCT
epaa-3696	92	1	due	due	ADP
epaa-3696	92	2	to	to	ADP
epaa-3696	92	3	variations	variation	NOUN
epaa-3696	92	4	in	in	ADP
epaa-3696	92	5	state	state	NOUN
epaa-3696	92	6	teacher	teacher	NOUN
epaa-3696	92	7	licensure	licensure	NOUN
epaa-3696	92	8	regulations	regulation	NOUN
epaa-3696	92	9	and	and	CCONJ
epaa-3696	92	10	reporting	reporting	NOUN
epaa-3696	92	11	systems	system	NOUN
epaa-3696	92	12	,	,	PUNCT
epaa-3696	92	13	these	these	DET
epaa-3696	92	14	teachers	teacher	NOUN
epaa-3696	92	15	may	may	AUX
epaa-3696	92	16	have	have	VERB
epaa-3696	92	17	qualifications	qualification	NOUN
epaa-3696	92	18	that	that	PRON
epaa-3696	92	19	differ	differ	VERB
epaa-3696	92	20	considerably	considerably	ADV
epaa-3696	92	21	.	.	PUNCT
epaa-3696	93	1	their	their	PRON
epaa-3696	93	2	training	training	NOUN
epaa-3696	93	3	may	may	AUX
epaa-3696	93	4	range	range	VERB
epaa-3696	93	5	from	from	ADP
epaa-3696	93	6	intern	intern	NOUN
epaa-3696	93	7	style	style	NOUN
epaa-3696	93	8	credentials	credential	NOUN
epaa-3696	93	9	,	,	PUNCT
epaa-3696	93	10	which	which	PRON
epaa-3696	93	11	support	support	VERB
epaa-3696	93	12	candidates	candidate	NOUN
epaa-3696	93	13	who	who	PRON
epaa-3696	93	14	are	be	AUX
epaa-3696	93	15	completing	complete	VERB
epaa-3696	93	16	preparation	preparation	NOUN
epaa-3696	93	17	while	while	SCONJ
epaa-3696	93	18	they	they	PRON
epaa-3696	93	19	teach	teach	VERB
epaa-3696	93	20	,	,	PUNCT
epaa-3696	93	21	to	to	ADP
epaa-3696	93	22	emergency	emergency	NOUN
epaa-3696	93	23	-	-	PUNCT
epaa-3696	93	24	style	style	NOUN
epaa-3696	93	25	permits	permit	NOUN
epaa-3696	93	26	which	which	PRON
epaa-3696	93	27	can	can	AUX
epaa-3696	93	28	be	be	AUX
epaa-3696	93	29	held	hold	VERB
epaa-3696	93	30	by	by	ADP
epaa-3696	93	31	candidates	candidate	NOUN
epaa-3696	93	32	who	who	PRON
epaa-3696	93	33	are	be	AUX
epaa-3696	93	34	neither	neither	CCONJ
epaa-3696	93	35	trained	train	VERB
epaa-3696	93	36	nor	nor	CCONJ
epaa-3696	93	37	participating	participate	VERB
epaa-3696	93	38	in	in	ADP
epaa-3696	93	39	a	a	DET
epaa-3696	93	40	formal	formal	ADJ
epaa-3696	93	41	training	training	NOUN
epaa-3696	93	42	program	program	NOUN
epaa-3696	93	43	.	.	PUNCT
epaa-3696	94	1	but	but	CCONJ
epaa-3696	94	2	since	since	SCONJ
epaa-3696	94	3	such	such	ADJ
epaa-3696	94	4	hires	hire	NOUN
epaa-3696	94	5	are	be	AUX
epaa-3696	94	6	usually	usually	ADV
epaa-3696	94	7	prohibited	prohibit	VERB
epaa-3696	94	8	unless	unless	SCONJ
epaa-3696	94	9	there	there	PRON
epaa-3696	94	10	are	be	VERB
epaa-3696	94	11	no	no	DET
epaa-3696	94	12	candidates	candidate	NOUN
epaa-3696	94	13	meeting	meet	VERB
epaa-3696	94	14	the	the	DET
epaa-3696	94	15	state	state	NOUN
epaa-3696	94	16	’s	’s	PART
epaa-3696	94	17	requirements	requirement	NOUN
epaa-3696	94	18	for	for	ADP
epaa-3696	94	19	full	full	ADJ
epaa-3696	94	20	certification	certification	NOUN
epaa-3696	94	21	,	,	PUNCT
epaa-3696	94	22	all	all	PRON
epaa-3696	94	23	indicate	indicate	VERB
epaa-3696	94	24	shortages	shortage	NOUN
epaa-3696	94	25	.	.	PUNCT
epaa-3696	95	1	assuming	assume	VERB
epaa-3696	95	2	the	the	DET
epaa-3696	95	3	same	same	ADJ
epaa-3696	95	4	rates	rate	NOUN
epaa-3696	95	5	of	of	ADP
epaa-3696	95	6	uncertified	uncertified	ADJ
epaa-3696	95	7	teachers	teacher	NOUN
epaa-3696	95	8	in	in	ADP
epaa-3696	95	9	the	the	DET
epaa-3696	95	10	remaining	remain	VERB
epaa-3696	95	11	states	state	NOUN
epaa-3696	95	12	,	,	PUNCT
epaa-3696	95	13	the	the	DET
epaa-3696	95	14	national	national	ADJ
epaa-3696	95	15	total	total	NOUN
epaa-3696	95	16	of	of	ADP
epaa-3696	95	17	uncertified	uncertified	ADJ
epaa-3696	95	18	teachers	teacher	NOUN
epaa-3696	95	19	would	would	AUX
epaa-3696	95	20	be	be	AUX
epaa-3696	95	21	approximately	approximately	ADV
epaa-3696	95	22	109,000	109,000	NUM
epaa-3696	95	23	.	.	PUNCT
epaa-3696	96	1	this	this	DET
epaa-3696	96	2	number	number	NOUN
epaa-3696	96	3	understates	understate	VERB
epaa-3696	96	4	total	total	ADJ
epaa-3696	96	5	shortages	shortage	NOUN
epaa-3696	96	6	because	because	SCONJ
epaa-3696	96	7	some	some	DET
epaa-3696	96	8	states	state	NOUN
epaa-3696	96	9	only	only	ADV
epaa-3696	96	10	report	report	VERB
epaa-3696	96	11	the	the	DET
epaa-3696	96	12	number	number	NOUN
epaa-3696	96	13	of	of	ADP
epaa-3696	96	14	uncertified	uncertified	ADJ
epaa-3696	96	15	teachers	teacher	NOUN
epaa-3696	96	16	in	in	ADP
epaa-3696	96	17	core	core	ADJ
epaa-3696	96	18	academic	academic	ADJ
epaa-3696	96	19	areas	area	NOUN
epaa-3696	96	20	,	,	PUNCT
epaa-3696	96	21	and	and	CCONJ
epaa-3696	96	22	because	because	SCONJ
epaa-3696	96	23	districts	district	NOUN
epaa-3696	96	24	also	also	ADV
epaa-3696	96	25	address	address	VERB
epaa-3696	96	26	shortages	shortage	NOUN
epaa-3696	96	27	by	by	ADP
epaa-3696	96	28	canceling	cancel	VERB
epaa-3696	96	29	courses	course	NOUN
epaa-3696	96	30	,	,	PUNCT
epaa-3696	96	31	increasing	increase	VERB
epaa-3696	96	32	class	class	NOUN
epaa-3696	96	33	sizes	size	NOUN
epaa-3696	96	34	,	,	PUNCT
epaa-3696	96	35	or	or	CCONJ
epaa-3696	96	36	hiring	hire	VERB
epaa-3696	96	37	substitute	substitute	NOUN
epaa-3696	96	38	teachers	teacher	NOUN
epaa-3696	96	39	.	.	PUNCT
epaa-3696	97	1	for	for	ADP
epaa-3696	97	2	example	example	NOUN
epaa-3696	97	3	,	,	PUNCT
epaa-3696	97	4	florida	florida	PROPN
epaa-3696	97	5	does	do	VERB
epaa-3696	97	6	education	education	NOUN
epaa-3696	97	7	policy	policy	NOUN
epaa-3696	97	8	analysis	analysis	NOUN
epaa-3696	97	9	archives	archive	NOUN
epaa-3696	97	10	vol	vol	NOUN
epaa-3696	97	11	.	.	PUNCT
epaa-3696	98	1	27	27	NUM
epaa-3696	99	1	no	no	NOUN
epaa-3696	99	2	.	.	NOUN
epaa-3696	99	3	35	35	NUM
epaa-3696	99	4	special	special	ADJ
epaa-3696	99	5	issue	issue	NOUN
epaa-3696	99	6	6	6	NUM
epaa-3696	99	7	not	not	PART
epaa-3696	99	8	report	report	VERB
epaa-3696	99	9	uncertified	uncertified	ADJ
epaa-3696	99	10	teacher	teacher	NOUN
epaa-3696	99	11	counts	count	NOUN
epaa-3696	99	12	,	,	PUNCT
epaa-3696	99	13	but	but	CCONJ
epaa-3696	99	14	reported	report	VERB
epaa-3696	99	15	6,628	6,628	NUM
epaa-3696	99	16	unfilled	unfilled	ADJ
epaa-3696	99	17	vacancies	vacancy	NOUN
epaa-3696	99	18	at	at	ADP
epaa-3696	99	19	the	the	DET
epaa-3696	99	20	start	start	NOUN
epaa-3696	99	21	of	of	ADP
epaa-3696	99	22	2017	2017	NUM
epaa-3696	99	23	-	-	SYM
epaa-3696	99	24	18	18	NUM
epaa-3696	99	25	(	(	PUNCT
epaa-3696	99	26	learning	learn	VERB
epaa-3696	99	27	policy	policy	NOUN
epaa-3696	99	28	institute	institute	PROPN
epaa-3696	99	29	,	,	PUNCT
epaa-3696	99	30	n.d	n.d	PROPN
epaa-3696	99	31	.	.	PROPN
epaa-3696	99	32	)	)	PUNCT
epaa-3696	99	33	.	.	PUNCT
epaa-3696	100	1	data	datum	NOUN
epaa-3696	100	2	from	from	ADP
epaa-3696	100	3	states	state	NOUN
epaa-3696	100	4	and	and	CCONJ
epaa-3696	100	5	districts	district	NOUN
epaa-3696	100	6	,	,	PUNCT
epaa-3696	100	7	from	from	ADP
epaa-3696	100	8	surveys	survey	NOUN
epaa-3696	100	9	and	and	CCONJ
epaa-3696	100	10	credentialing	credentialing	NOUN
epaa-3696	100	11	offices	office	NOUN
epaa-3696	100	12	,	,	PUNCT
epaa-3696	100	13	makes	make	VERB
epaa-3696	100	14	it	it	PRON
epaa-3696	100	15	clear	clear	ADJ
epaa-3696	100	16	that	that	SCONJ
epaa-3696	100	17	there	there	PRON
epaa-3696	100	18	are	be	VERB
epaa-3696	100	19	currently	currently	ADV
epaa-3696	100	20	not	not	PART
epaa-3696	100	21	enough	enough	ADJ
epaa-3696	100	22	qualified	qualified	ADJ
epaa-3696	100	23	teachers	teacher	NOUN
epaa-3696	100	24	offering	offer	VERB
epaa-3696	100	25	their	their	PRON
epaa-3696	100	26	services	service	NOUN
epaa-3696	100	27	in	in	ADP
epaa-3696	100	28	the	the	DET
epaa-3696	100	29	fields	field	NOUN
epaa-3696	100	30	and	and	CCONJ
epaa-3696	100	31	locations	location	NOUN
epaa-3696	100	32	where	where	SCONJ
epaa-3696	100	33	they	they	PRON
epaa-3696	100	34	are	be	AUX
epaa-3696	100	35	needed	need	VERB
epaa-3696	100	36	in	in	ADP
epaa-3696	100	37	all	all	DET
epaa-3696	100	38	parts	part	NOUN
epaa-3696	100	39	of	of	ADP
epaa-3696	100	40	the	the	DET
epaa-3696	100	41	country	country	NOUN
epaa-3696	100	42	.	.	PUNCT
epaa-3696	101	1	below	below	ADV
epaa-3696	101	2	,	,	PUNCT
epaa-3696	101	3	we	we	PRON
epaa-3696	101	4	investigate	investigate	VERB
epaa-3696	101	5	the	the	DET
epaa-3696	101	6	national	national	ADJ
epaa-3696	101	7	and	and	CCONJ
epaa-3696	101	8	local	local	ADJ
epaa-3696	101	9	trends	trend	NOUN
epaa-3696	101	10	that	that	PRON
epaa-3696	101	11	are	be	AUX
epaa-3696	101	12	driving	drive	VERB
epaa-3696	101	13	shortages	shortage	NOUN
epaa-3696	101	14	,	,	PUNCT
epaa-3696	101	15	discuss	discuss	VERB
epaa-3696	101	16	the	the	DET
epaa-3696	101	17	severity	severity	NOUN
epaa-3696	101	18	and	and	CCONJ
epaa-3696	101	19	projected	project	VERB
epaa-3696	101	20	outlook	outlook	NOUN
epaa-3696	101	21	of	of	ADP
epaa-3696	101	22	shortages	shortage	NOUN
epaa-3696	101	23	,	,	PUNCT
epaa-3696	101	24	and	and	CCONJ
epaa-3696	101	25	describe	describe	VERB
epaa-3696	101	26	important	important	ADJ
epaa-3696	101	27	variation	variation	NOUN
epaa-3696	101	28	in	in	ADP
epaa-3696	101	29	how	how	SCONJ
epaa-3696	101	30	states	state	NOUN
epaa-3696	101	31	and	and	CCONJ
epaa-3696	101	32	districts	district	NOUN
epaa-3696	101	33	experience	experience	NOUN
epaa-3696	101	34	shortages	shortage	NOUN
epaa-3696	101	35	.	.	PUNCT
epaa-3696	102	1	shortages	shortage	NOUN
epaa-3696	102	2	vary	vary	VERB
epaa-3696	102	3	by	by	ADP
epaa-3696	102	4	subject	subject	ADJ
epaa-3696	102	5	area	area	NOUN
epaa-3696	102	6	,	,	PUNCT
epaa-3696	102	7	location	location	NOUN
epaa-3696	102	8	,	,	PUNCT
epaa-3696	102	9	and	and	CCONJ
epaa-3696	102	10	student	student	NOUN
epaa-3696	102	11	population	population	NOUN
epaa-3696	102	12	indicators	indicator	NOUN
epaa-3696	102	13	of	of	ADP
epaa-3696	102	14	shortages	shortage	NOUN
epaa-3696	102	15	by	by	ADP
epaa-3696	102	16	teaching	teach	VERB
epaa-3696	102	17	field	field	NOUN
epaa-3696	102	18	.	.	PUNCT
epaa-3696	103	1	districts	district	NOUN
epaa-3696	103	2	,	,	PUNCT
epaa-3696	103	3	teacher	teacher	NOUN
epaa-3696	103	4	education	education	NOUN
epaa-3696	103	5	institutions	institution	NOUN
epaa-3696	103	6	,	,	PUNCT
epaa-3696	103	7	and	and	CCONJ
epaa-3696	103	8	states	state	NOUN
epaa-3696	103	9	have	have	AUX
epaa-3696	103	10	all	all	PRON
epaa-3696	103	11	identified	identify	VERB
epaa-3696	103	12	special	special	ADJ
epaa-3696	103	13	education	education	NOUN
epaa-3696	103	14	as	as	ADP
epaa-3696	103	15	a	a	DET
epaa-3696	103	16	field	field	NOUN
epaa-3696	103	17	with	with	ADP
epaa-3696	103	18	severe	severe	ADJ
epaa-3696	103	19	shortages	shortage	NOUN
epaa-3696	103	20	.	.	PUNCT
epaa-3696	104	1	in	in	ADP
epaa-3696	104	2	2017–18	2017–18	NUM
epaa-3696	104	3	,	,	PUNCT
epaa-3696	104	4	46	46	NUM
epaa-3696	104	5	states	state	NOUN
epaa-3696	104	6	and	and	CCONJ
epaa-3696	104	7	dc	dc	PROPN
epaa-3696	104	8	identified	identify	VERB
epaa-3696	104	9	special	special	ADJ
epaa-3696	104	10	education	education	NOUN
epaa-3696	104	11	as	as	ADP
epaa-3696	104	12	a	a	DET
epaa-3696	104	13	shortage	shortage	NOUN
epaa-3696	104	14	area	area	NOUN
epaa-3696	104	15	in	in	ADP
epaa-3696	104	16	their	their	PRON
epaa-3696	104	17	reports	report	NOUN
epaa-3696	104	18	to	to	ADP
epaa-3696	104	19	the	the	DET
epaa-3696	104	20	u.s	u.s	PROPN
epaa-3696	104	21	.	.	PROPN
epaa-3696	104	22	department	department	PROPN
epaa-3696	104	23	of	of	ADP
epaa-3696	104	24	education	education	PROPN
epaa-3696	104	25	(	(	PUNCT
epaa-3696	104	26	u.s	u.s	PROPN
epaa-3696	104	27	.	.	PROPN
epaa-3696	104	28	department	department	PROPN
epaa-3696	104	29	of	of	ADP
epaa-3696	104	30	education	education	PROPN
epaa-3696	104	31	office	office	NOUN
epaa-3696	104	32	of	of	ADP
epaa-3696	104	33	postsecondary	postsecondary	ADJ
epaa-3696	104	34	education	education	NOUN
epaa-3696	104	35	,	,	PUNCT
epaa-3696	104	36	2017	2017	NUM
epaa-3696	104	37	)	)	PUNCT
epaa-3696	104	38	.	.	PUNCT
epaa-3696	105	1	similarly	similarly	ADV
epaa-3696	105	2	,	,	PUNCT
epaa-3696	105	3	in	in	ADP
epaa-3696	105	4	the	the	DET
epaa-3696	105	5	2016–17	2016–17	NOUN
epaa-3696	105	6	aaee	aaee	ADJ
epaa-3696	105	7	educator	educator	NOUN
epaa-3696	105	8	supply	supply	NOUN
epaa-3696	105	9	and	and	CCONJ
epaa-3696	105	10	demand	demand	NOUN
epaa-3696	105	11	report	report	NOUN
epaa-3696	105	12	,	,	PUNCT
epaa-3696	105	13	all	all	PRON
epaa-3696	105	14	10	10	NUM
epaa-3696	105	15	special	special	ADJ
epaa-3696	105	16	education	education	NOUN
epaa-3696	105	17	subareas	subarea	VERB
epaa-3696	105	18	,	,	PUNCT
epaa-3696	105	19	from	from	ADP
epaa-3696	105	20	dual	dual	ADJ
epaa-3696	105	21	certification	certification	NOUN
epaa-3696	105	22	to	to	ADP
epaa-3696	105	23	cognitive	cognitive	ADJ
epaa-3696	105	24	disabilities	disability	NOUN
epaa-3696	105	25	,	,	PUNCT
epaa-3696	105	26	were	be	AUX
epaa-3696	105	27	reported	report	VERB
epaa-3696	105	28	to	to	PART
epaa-3696	105	29	have	have	VERB
epaa-3696	105	30	“	"	PUNCT
epaa-3696	105	31	considerable	considerable	ADJ
epaa-3696	105	32	”	"	PUNCT
epaa-3696	105	33	shortages	shortage	NOUN
epaa-3696	105	34	—	—	PUNCT
epaa-3696	105	35	the	the	DET
epaa-3696	105	36	most	most	ADV
epaa-3696	105	37	severe	severe	ADJ
epaa-3696	105	38	rating	rating	NOUN
epaa-3696	105	39	.	.	PUNCT
epaa-3696	106	1	of	of	ADP
epaa-3696	106	2	the	the	DET
epaa-3696	106	3	19	19	NUM
epaa-3696	106	4	areas	area	NOUN
epaa-3696	106	5	in	in	ADP
epaa-3696	106	6	which	which	PRON
epaa-3696	106	7	most	most	ADJ
epaa-3696	106	8	school	school	NOUN
epaa-3696	106	9	districts	district	NOUN
epaa-3696	106	10	reported	report	VERB
epaa-3696	106	11	“	"	PUNCT
epaa-3696	106	12	considerable	considerable	ADJ
epaa-3696	106	13	”	"	PUNCT
epaa-3696	106	14	shortages	shortage	NOUN
epaa-3696	106	15	,	,	PUNCT
epaa-3696	106	16	10	10	NUM
epaa-3696	106	17	of	of	ADP
epaa-3696	106	18	the	the	DET
epaa-3696	106	19	19	19	NUM
epaa-3696	106	20	were	be	AUX
epaa-3696	106	21	in	in	ADP
epaa-3696	106	22	special	special	ADJ
epaa-3696	106	23	education	education	NOUN
epaa-3696	106	24	(	(	PUNCT
epaa-3696	106	25	aaee	aaee	PROPN
epaa-3696	106	26	,	,	PUNCT
epaa-3696	106	27	2015	2015	NUM
epaa-3696	106	28	)	)	PUNCT
epaa-3696	106	29	.	.	PUNCT
epaa-3696	107	1	in	in	ADP
epaa-3696	107	2	california	california	PROPN
epaa-3696	107	3	,	,	PUNCT
epaa-3696	107	4	for	for	ADP
epaa-3696	107	5	example	example	NOUN
epaa-3696	107	6	,	,	PUNCT
epaa-3696	107	7	one	one	NUM
epaa-3696	107	8	state	state	NOUN
epaa-3696	107	9	experiencing	experience	VERB
epaa-3696	107	10	such	such	ADJ
epaa-3696	107	11	shortages	shortage	NOUN
epaa-3696	107	12	,	,	PUNCT
epaa-3696	107	13	almost	almost	ADV
epaa-3696	107	14	two	two	NUM
epaa-3696	107	15	-	-	PUNCT
epaa-3696	107	16	thirds	third	NOUN
epaa-3696	107	17	(	(	PUNCT
epaa-3696	107	18	64	64	NUM
epaa-3696	107	19	%	%	NOUN
epaa-3696	107	20	)	)	PUNCT
epaa-3696	107	21	of	of	ADP
epaa-3696	107	22	entering	enter	VERB
epaa-3696	107	23	special	special	ADJ
epaa-3696	107	24	education	education	NOUN
epaa-3696	107	25	teachers	teacher	NOUN
epaa-3696	107	26	in	in	ADP
epaa-3696	107	27	2016	2016	NUM
epaa-3696	107	28	were	be	AUX
epaa-3696	107	29	on	on	ADP
epaa-3696	107	30	substandard	substandard	ADJ
epaa-3696	107	31	credentials	credential	NOUN
epaa-3696	107	32	designating	designate	VERB
epaa-3696	107	33	less	less	ADJ
epaa-3696	107	34	than	than	ADP
epaa-3696	107	35	full	full	ADJ
epaa-3696	107	36	preparation	preparation	NOUN
epaa-3696	107	37	for	for	ADP
epaa-3696	107	38	teaching	teaching	NOUN
epaa-3696	107	39	(	(	PUNCT
epaa-3696	107	40	carver	carver	NOUN
epaa-3696	107	41	-	-	PUNCT
epaa-3696	107	42	thomas	thomas	PROPN
epaa-3696	107	43	&	&	CCONJ
epaa-3696	107	44	darling	darling	PROPN
epaa-3696	107	45	-	-	PUNCT
epaa-3696	107	46	hammond	hammond	NOUN
epaa-3696	107	47	,	,	PUNCT
epaa-3696	107	48	2017	2017	NUM
epaa-3696	107	49	)	)	PUNCT
epaa-3696	107	50	.	.	PUNCT
epaa-3696	108	1	it	it	PRON
epaa-3696	108	2	is	be	AUX
epaa-3696	108	3	striking	strike	VERB
epaa-3696	108	4	that	that	SCONJ
epaa-3696	108	5	the	the	DET
epaa-3696	108	6	field	field	NOUN
epaa-3696	108	7	that	that	PRON
epaa-3696	108	8	serves	serve	VERB
epaa-3696	108	9	the	the	DET
epaa-3696	108	10	most	most	ADV
epaa-3696	108	11	vulnerable	vulnerable	ADJ
epaa-3696	108	12	students	student	NOUN
epaa-3696	108	13	and	and	CCONJ
epaa-3696	108	14	,	,	PUNCT
epaa-3696	108	15	arguably	arguably	ADV
epaa-3696	108	16	,	,	PUNCT
epaa-3696	108	17	requires	require	VERB
epaa-3696	108	18	the	the	DET
epaa-3696	108	19	most	most	ADV
epaa-3696	108	20	wide	wide	ADV
epaa-3696	108	21	-	-	PUNCT
epaa-3696	108	22	ranging	range	VERB
epaa-3696	108	23	teacher	teacher	NOUN
epaa-3696	108	24	knowledge	knowledge	NOUN
epaa-3696	108	25	—	—	PUNCT
epaa-3696	108	26	drawing	draw	VERB
epaa-3696	108	27	on	on	ADP
epaa-3696	108	28	medical	medical	ADJ
epaa-3696	108	29	,	,	PUNCT
epaa-3696	108	30	psychological	psychological	ADJ
epaa-3696	108	31	,	,	PUNCT
epaa-3696	108	32	and	and	CCONJ
epaa-3696	108	33	pedagogical	pedagogical	ADJ
epaa-3696	108	34	fields	field	NOUN
epaa-3696	108	35	—	—	PUNCT
epaa-3696	108	36	is	be	AUX
epaa-3696	108	37	increasingly	increasingly	ADV
epaa-3696	108	38	populated	populate	VERB
epaa-3696	108	39	by	by	ADP
epaa-3696	108	40	underprepared	underprepared	ADJ
epaa-3696	108	41	teachers	teacher	NOUN
epaa-3696	108	42	.	.	PUNCT
epaa-3696	109	1	mathematics	mathematic	NOUN
epaa-3696	109	2	and	and	CCONJ
epaa-3696	109	3	science	science	NOUN
epaa-3696	109	4	are	be	AUX
epaa-3696	109	5	close	close	ADJ
epaa-3696	109	6	behind	behind	ADP
epaa-3696	109	7	special	special	ADJ
epaa-3696	109	8	education	education	NOUN
epaa-3696	109	9	as	as	ADP
epaa-3696	109	10	shortage	shortage	NOUN
epaa-3696	109	11	areas	area	NOUN
epaa-3696	109	12	.	.	PUNCT
epaa-3696	110	1	in	in	ADP
epaa-3696	110	2	2017–18	2017–18	NUM
epaa-3696	110	3	,	,	PUNCT
epaa-3696	110	4	47	47	NUM
epaa-3696	110	5	states	state	NOUN
epaa-3696	110	6	and	and	CCONJ
epaa-3696	110	7	dc	dc	PROPN
epaa-3696	110	8	reported	report	VERB
epaa-3696	110	9	teacher	teacher	NOUN
epaa-3696	110	10	shortages	shortage	NOUN
epaa-3696	110	11	in	in	ADP
epaa-3696	110	12	mathematics	mathematic	NOUN
epaa-3696	110	13	,	,	PUNCT
epaa-3696	110	14	as	as	SCONJ
epaa-3696	110	15	did	do	VERB
epaa-3696	110	16	43	43	NUM
epaa-3696	110	17	states	state	NOUN
epaa-3696	110	18	in	in	ADP
epaa-3696	110	19	science	science	NOUN
epaa-3696	110	20	,	,	PUNCT
epaa-3696	110	21	a	a	DET
epaa-3696	110	22	marginal	marginal	ADJ
epaa-3696	110	23	increase	increase	NOUN
epaa-3696	110	24	from	from	ADP
epaa-3696	110	25	the	the	DET
epaa-3696	110	26	previous	previous	ADJ
epaa-3696	110	27	year	year	NOUN
epaa-3696	110	28	(	(	PUNCT
epaa-3696	110	29	u.s	u.s	PROPN
epaa-3696	110	30	.	.	PROPN
epaa-3696	110	31	department	department	PROPN
epaa-3696	110	32	of	of	ADP
epaa-3696	110	33	education	education	PROPN
epaa-3696	110	34	office	office	NOUN
epaa-3696	110	35	of	of	ADP
epaa-3696	110	36	postsecondary	postsecondary	ADJ
epaa-3696	110	37	education	education	NOUN
epaa-3696	110	38	,	,	PUNCT
epaa-3696	110	39	2017	2017	NUM
epaa-3696	110	40	)	)	PUNCT
epaa-3696	110	41	.	.	PUNCT
epaa-3696	111	1	with	with	ADP
epaa-3696	111	2	greater	great	ADJ
epaa-3696	111	3	job	job	NOUN
epaa-3696	111	4	opportunities	opportunity	NOUN
epaa-3696	111	5	offering	offer	VERB
epaa-3696	111	6	stronger	strong	ADJ
epaa-3696	111	7	compensation	compensation	NOUN
epaa-3696	111	8	in	in	ADP
epaa-3696	111	9	the	the	DET
epaa-3696	111	10	broader	broad	ADJ
epaa-3696	111	11	labor	labor	NOUN
epaa-3696	111	12	market	market	NOUN
epaa-3696	111	13	for	for	ADP
epaa-3696	111	14	individuals	individual	NOUN
epaa-3696	111	15	who	who	PRON
epaa-3696	111	16	have	have	AUX
epaa-3696	111	17	trained	train	VERB
epaa-3696	111	18	in	in	ADP
epaa-3696	111	19	mathematics	mathematic	NOUN
epaa-3696	111	20	and	and	CCONJ
epaa-3696	111	21	science	science	NOUN
epaa-3696	111	22	fields	field	NOUN
epaa-3696	111	23	,	,	PUNCT
epaa-3696	111	24	these	these	DET
epaa-3696	111	25	subjects	subject	NOUN
epaa-3696	111	26	are	be	AUX
epaa-3696	111	27	up	up	ADP
epaa-3696	111	28	against	against	ADP
epaa-3696	111	29	a	a	DET
epaa-3696	111	30	particularly	particularly	ADV
epaa-3696	111	31	difficult	difficult	ADJ
epaa-3696	111	32	recruitment	recruitment	NOUN
epaa-3696	111	33	challenge	challenge	NOUN
epaa-3696	111	34	.	.	PUNCT
epaa-3696	112	1	along	along	ADP
epaa-3696	112	2	with	with	ADP
epaa-3696	112	3	special	special	ADJ
epaa-3696	112	4	education	education	NOUN
epaa-3696	112	5	,	,	PUNCT
epaa-3696	112	6	these	these	DET
epaa-3696	112	7	fields	field	NOUN
epaa-3696	112	8	have	have	AUX
epaa-3696	112	9	faced	face	VERB
epaa-3696	112	10	perennial	perennial	ADJ
epaa-3696	112	11	staffing	staffing	NOUN
epaa-3696	112	12	difficulties	difficulty	NOUN
epaa-3696	112	13	(	(	PUNCT
epaa-3696	112	14	ingersoll	ingersoll	PROPN
epaa-3696	112	15	&	&	CCONJ
epaa-3696	112	16	perda	perda	PROPN
epaa-3696	112	17	,	,	PUNCT
epaa-3696	112	18	2010	2010	NUM
epaa-3696	112	19	)	)	PUNCT
epaa-3696	112	20	.	.	PUNCT
epaa-3696	113	1	one	one	NUM
epaa-3696	113	2	2012	2012	NUM
epaa-3696	113	3	analysis	analysis	NOUN
epaa-3696	113	4	suggested	suggest	VERB
epaa-3696	113	5	these	these	DET
epaa-3696	113	6	problems	problem	NOUN
epaa-3696	113	7	are	be	AUX
epaa-3696	113	8	caused	cause	VERB
epaa-3696	113	9	less	less	ADJ
epaa-3696	113	10	by	by	ADP
epaa-3696	113	11	an	an	DET
epaa-3696	113	12	underproduction	underproduction	NOUN
epaa-3696	113	13	of	of	ADP
epaa-3696	113	14	mathematics	mathematic	NOUN
epaa-3696	113	15	and	and	CCONJ
epaa-3696	113	16	science	science	NOUN
epaa-3696	113	17	teachers	teacher	NOUN
epaa-3696	113	18	than	than	ADP
epaa-3696	113	19	by	by	ADP
epaa-3696	113	20	high	high	ADJ
epaa-3696	113	21	levels	level	NOUN
epaa-3696	113	22	of	of	ADP
epaa-3696	113	23	attrition	attrition	NOUN
epaa-3696	113	24	for	for	ADP
epaa-3696	113	25	these	these	DET
epaa-3696	113	26	teachers	teacher	NOUN
epaa-3696	113	27	(	(	PUNCT
epaa-3696	113	28	ingersoll	ingersoll	PROPN
epaa-3696	113	29	&	&	CCONJ
epaa-3696	113	30	may	may	PROPN
epaa-3696	113	31	,	,	PUNCT
epaa-3696	113	32	2012	2012	NUM
epaa-3696	113	33	)	)	PUNCT
epaa-3696	113	34	.	.	PUNCT
epaa-3696	114	1	since	since	SCONJ
epaa-3696	114	2	that	that	DET
epaa-3696	114	3	time	time	NOUN
epaa-3696	114	4	,	,	PUNCT
epaa-3696	114	5	demand	demand	NOUN
epaa-3696	114	6	has	have	AUX
epaa-3696	114	7	rapidly	rapidly	ADV
epaa-3696	114	8	increased	increase	VERB
epaa-3696	114	9	,	,	PUNCT
epaa-3696	114	10	signaling	signal	VERB
epaa-3696	114	11	a	a	DET
epaa-3696	114	12	shift	shift	NOUN
epaa-3696	114	13	in	in	ADP
epaa-3696	114	14	the	the	DET
epaa-3696	114	15	labor	labor	NOUN
epaa-3696	114	16	market	market	NOUN
epaa-3696	114	17	.	.	PUNCT
epaa-3696	115	1	this	this	DET
epaa-3696	115	2	shift	shift	NOUN
epaa-3696	115	3	could	could	AUX
epaa-3696	115	4	indicate	indicate	VERB
epaa-3696	115	5	that	that	SCONJ
epaa-3696	115	6	hiring	hire	VERB
epaa-3696	115	7	for	for	ADP
epaa-3696	115	8	these	these	DET
epaa-3696	115	9	already	already	ADV
epaa-3696	115	10	difficult	difficult	ADJ
epaa-3696	115	11	-	-	PUNCT
epaa-3696	115	12	to	to	ADP
epaa-3696	115	13	-	-	PUNCT
epaa-3696	115	14	staff	staff	NOUN
epaa-3696	115	15	subject	subject	NOUN
epaa-3696	115	16	areas	area	NOUN
epaa-3696	115	17	will	will	AUX
epaa-3696	115	18	only	only	ADV
epaa-3696	115	19	become	become	VERB
epaa-3696	115	20	more	more	ADV
epaa-3696	115	21	challenging	challenging	ADJ
epaa-3696	115	22	.	.	PUNCT
epaa-3696	116	1	in	in	ADP
epaa-3696	116	2	many	many	ADJ
epaa-3696	116	3	states	state	NOUN
epaa-3696	116	4	,	,	PUNCT
epaa-3696	116	5	bilingual	bilingual	ADJ
epaa-3696	116	6	education	education	NOUN
epaa-3696	116	7	or	or	CCONJ
epaa-3696	116	8	teaching	teaching	NOUN
epaa-3696	116	9	of	of	ADP
epaa-3696	116	10	english	english	PROPN
epaa-3696	116	11	as	as	ADP
epaa-3696	116	12	a	a	DET
epaa-3696	116	13	second	second	ADJ
epaa-3696	116	14	language	language	NOUN
epaa-3696	116	15	(	(	PUNCT
epaa-3696	116	16	esl	esl	PROPN
epaa-3696	116	17	)	)	PUNCT
epaa-3696	116	18	is	be	AUX
epaa-3696	116	19	another	another	DET
epaa-3696	116	20	subject	subject	ADJ
epaa-3696	116	21	area	area	NOUN
epaa-3696	116	22	with	with	ADP
epaa-3696	116	23	intense	intense	ADJ
epaa-3696	116	24	shortages	shortage	NOUN
epaa-3696	116	25	.	.	PUNCT
epaa-3696	117	1	in	in	ADP
epaa-3696	117	2	all	all	PRON
epaa-3696	117	3	,	,	PUNCT
epaa-3696	117	4	32	32	NUM
epaa-3696	117	5	states	state	NOUN
epaa-3696	117	6	report	report	VERB
epaa-3696	117	7	shortages	shortage	NOUN
epaa-3696	117	8	in	in	ADP
epaa-3696	117	9	these	these	DET
epaa-3696	117	10	fields	field	NOUN
epaa-3696	117	11	(	(	PUNCT
epaa-3696	117	12	u.s	u.s	PROPN
epaa-3696	117	13	.	.	PROPN
epaa-3696	117	14	department	department	PROPN
epaa-3696	117	15	of	of	ADP
epaa-3696	117	16	education	education	PROPN
epaa-3696	117	17	office	office	NOUN
epaa-3696	117	18	of	of	ADP
epaa-3696	117	19	postsecondary	postsecondary	ADJ
epaa-3696	117	20	education	education	NOUN
epaa-3696	117	21	,	,	PUNCT
epaa-3696	117	22	2017	2017	NUM
epaa-3696	117	23	)	)	PUNCT
epaa-3696	117	24	.	.	PUNCT
epaa-3696	118	1	the	the	DET
epaa-3696	118	2	need	need	NOUN
epaa-3696	118	3	for	for	ADP
epaa-3696	118	4	bilingual	bilingual	ADJ
epaa-3696	118	5	/	/	SYM
epaa-3696	118	6	esl	esl	PROPN
epaa-3696	118	7	teachers	teachers	PROPN
epaa-3696	118	8	varies	vary	VERB
epaa-3696	118	9	based	base	VERB
epaa-3696	118	10	on	on	ADP
epaa-3696	118	11	state	state	NOUN
epaa-3696	118	12	demographics	demographic	NOUN
epaa-3696	118	13	,	,	PUNCT
epaa-3696	118	14	so	so	SCONJ
epaa-3696	118	15	it	it	PRON
epaa-3696	118	16	makes	make	VERB
epaa-3696	118	17	sense	sense	NOUN
epaa-3696	118	18	that	that	SCONJ
epaa-3696	118	19	somewhat	somewhat	ADV
epaa-3696	118	20	fewer	few	ADJ
epaa-3696	118	21	states	state	NOUN
epaa-3696	118	22	list	list	NOUN
epaa-3696	118	23	shortages	shortage	NOUN
epaa-3696	118	24	.	.	PUNCT
epaa-3696	119	1	shortage	shortage	NOUN
epaa-3696	119	2	indicators	indicator	NOUN
epaa-3696	119	3	by	by	ADP
epaa-3696	119	4	state	state	NOUN
epaa-3696	119	5	.	.	PUNCT
epaa-3696	120	1	each	each	DET
epaa-3696	120	2	state	state	NOUN
epaa-3696	120	3	experiences	experience	NOUN
epaa-3696	120	4	teacher	teacher	NOUN
epaa-3696	120	5	supply	supply	NOUN
epaa-3696	120	6	and	and	CCONJ
epaa-3696	120	7	demand	demand	NOUN
epaa-3696	120	8	differently	differently	ADV
epaa-3696	120	9	,	,	PUNCT
epaa-3696	120	10	because	because	SCONJ
epaa-3696	120	11	there	there	PRON
epaa-3696	120	12	are	be	VERB
epaa-3696	120	13	state	state	NOUN
epaa-3696	120	14	-	-	PUNCT
epaa-3696	120	15	level	level	NOUN
epaa-3696	120	16	labor	labor	NOUN
epaa-3696	120	17	markets	market	NOUN
epaa-3696	120	18	created	create	VERB
epaa-3696	120	19	by	by	ADP
epaa-3696	120	20	different	different	ADJ
epaa-3696	120	21	policies	policy	NOUN
epaa-3696	120	22	and	and	CCONJ
epaa-3696	120	23	contexts	context	NOUN
epaa-3696	120	24	affecting	affect	VERB
epaa-3696	120	25	teaching	teaching	NOUN
epaa-3696	120	26	.	.	PUNCT
epaa-3696	121	1	these	these	PRON
epaa-3696	121	2	include	include	VERB
epaa-3696	121	3	funding	funding	NOUN
epaa-3696	121	4	levels	level	NOUN
epaa-3696	121	5	and	and	CCONJ
epaa-3696	121	6	allocations	allocation	NOUN
epaa-3696	121	7	,	,	PUNCT
epaa-3696	121	8	salary	salary	NOUN
epaa-3696	121	9	levels	level	NOUN
epaa-3696	121	10	,	,	PUNCT
epaa-3696	121	11	teaching	teaching	NOUN
epaa-3696	121	12	conditions	condition	NOUN
epaa-3696	121	13	,	,	PUNCT
epaa-3696	121	14	licensure	licensure	NOUN
epaa-3696	121	15	and	and	CCONJ
epaa-3696	121	16	accreditation	accreditation	NOUN
epaa-3696	121	17	policies	policy	NOUN
epaa-3696	121	18	,	,	PUNCT
epaa-3696	121	19	concentration	concentration	NOUN
epaa-3696	121	20	of	of	ADP
epaa-3696	121	21	preparation	preparation	NOUN
epaa-3696	121	22	institutions	institution	NOUN
epaa-3696	121	23	,	,	PUNCT
epaa-3696	121	24	demographics	demographic	NOUN
epaa-3696	121	25	of	of	ADP
epaa-3696	121	26	the	the	DET
epaa-3696	121	27	teaching	teaching	NOUN
epaa-3696	121	28	force	force	NOUN
epaa-3696	121	29	,	,	PUNCT
epaa-3696	121	30	concentration	concentration	NOUN
epaa-3696	121	31	or	or	CCONJ
epaa-3696	121	32	sparsity	sparsity	NOUN
epaa-3696	121	33	of	of	ADP
epaa-3696	121	34	the	the	DET
epaa-3696	121	35	population	population	NOUN
epaa-3696	121	36	,	,	PUNCT
epaa-3696	121	37	and	and	CCONJ
epaa-3696	121	38	topography	topography	NOUN
epaa-3696	121	39	,	,	PUNCT
epaa-3696	121	40	among	among	ADP
epaa-3696	121	41	others	other	NOUN
epaa-3696	121	42	(	(	PUNCT
epaa-3696	121	43	haggstrom	haggstrom	ADP
epaa-3696	121	44	et	et	PROPN
epaa-3696	121	45	al	al	PROPN
epaa-3696	121	46	.	.	PROPN
epaa-3696	121	47	,	,	PUNCT
epaa-3696	121	48	1988	1988	NUM
epaa-3696	121	49	)	)	PUNCT
epaa-3696	121	50	.	.	PUNCT
epaa-3696	122	1	an	an	DET
epaa-3696	122	2	analysis	analysis	NOUN
epaa-3696	122	3	of	of	ADP
epaa-3696	122	4	teacher	teacher	NOUN
epaa-3696	122	5	supply	supply	NOUN
epaa-3696	122	6	and	and	CCONJ
epaa-3696	122	7	demand	demand	NOUN
epaa-3696	122	8	in	in	ADP
epaa-3696	122	9	the	the	DET
epaa-3696	122	10	united	united	PROPN
epaa-3696	122	11	states	states	PROPN
epaa-3696	122	12	7	7	NUM
epaa-3696	122	13	even	even	ADV
epaa-3696	122	14	when	when	SCONJ
epaa-3696	122	15	the	the	DET
epaa-3696	122	16	teacher	teacher	NOUN
epaa-3696	122	17	labor	labor	NOUN
epaa-3696	122	18	market	market	NOUN
epaa-3696	122	19	is	be	AUX
epaa-3696	122	20	balanced	balance	VERB
epaa-3696	122	21	overall	overall	ADV
epaa-3696	122	22	,	,	PUNCT
epaa-3696	122	23	teaching	teach	VERB
epaa-3696	122	24	fields	field	NOUN
epaa-3696	122	25	or	or	CCONJ
epaa-3696	122	26	regions	region	NOUN
epaa-3696	122	27	within	within	ADP
epaa-3696	122	28	a	a	DET
epaa-3696	122	29	state	state	NOUN
epaa-3696	122	30	may	may	AUX
epaa-3696	122	31	be	be	AUX
epaa-3696	122	32	prone	prone	ADJ
epaa-3696	122	33	to	to	ADP
epaa-3696	122	34	shortages	shortage	NOUN
epaa-3696	122	35	.	.	PUNCT
epaa-3696	123	1	in	in	ADP
epaa-3696	123	2	2017–18	2017–18	NUM
epaa-3696	123	3	,	,	PUNCT
epaa-3696	123	4	seven	seven	NUM
epaa-3696	123	5	states	state	NOUN
epaa-3696	123	6	reported	report	VERB
epaa-3696	123	7	shortages	shortage	NOUN
epaa-3696	123	8	in	in	ADP
epaa-3696	123	9	every	every	DET
epaa-3696	123	10	major	major	ADJ
epaa-3696	123	11	subject	subject	ADJ
epaa-3696	123	12	area	area	NOUN
epaa-3696	123	13	(	(	PUNCT
epaa-3696	123	14	math	math	NOUN
epaa-3696	123	15	,	,	PUNCT
epaa-3696	123	16	science	science	NOUN
epaa-3696	123	17	,	,	PUNCT
epaa-3696	123	18	career	career	NOUN
epaa-3696	123	19	technical	technical	ADJ
epaa-3696	123	20	education	education	NOUN
epaa-3696	123	21	,	,	PUNCT
epaa-3696	123	22	special	special	ADJ
epaa-3696	123	23	education	education	NOUN
epaa-3696	123	24	,	,	PUNCT
epaa-3696	123	25	bilingual	bilingual	ADJ
epaa-3696	123	26	education	education	NOUN
epaa-3696	123	27	,	,	PUNCT
epaa-3696	123	28	english	english	PROPN
epaa-3696	123	29	,	,	PUNCT
epaa-3696	123	30	social	social	ADJ
epaa-3696	123	31	studies	study	NOUN
epaa-3696	123	32	,	,	PUNCT
epaa-3696	123	33	elementary	elementary	NOUN
epaa-3696	123	34	,	,	PUNCT
epaa-3696	123	35	world	world	NOUN
epaa-3696	123	36	languages	language	NOUN
epaa-3696	123	37	,	,	PUNCT
epaa-3696	123	38	and	and	CCONJ
epaa-3696	123	39	art	art	NOUN
epaa-3696	123	40	/	/	SYM
epaa-3696	123	41	dance	dance	NOUN
epaa-3696	123	42	/	/	SYM
epaa-3696	123	43	music	music	NOUN
epaa-3696	123	44	)	)	PUNCT
epaa-3696	123	45	and	and	CCONJ
epaa-3696	123	46	about	about	ADV
epaa-3696	123	47	half	half	NOUN
epaa-3696	123	48	of	of	ADP
epaa-3696	123	49	states	state	NOUN
epaa-3696	123	50	report	report	VERB
epaa-3696	123	51	shortages	shortage	NOUN
epaa-3696	123	52	in	in	ADP
epaa-3696	123	53	seven	seven	NUM
epaa-3696	123	54	or	or	CCONJ
epaa-3696	123	55	more	more	ADJ
epaa-3696	123	56	subject	subject	ADJ
epaa-3696	123	57	areas	area	NOUN
epaa-3696	123	58	(	(	PUNCT
epaa-3696	123	59	u.s	u.s	PROPN
epaa-3696	123	60	.	.	PROPN
epaa-3696	123	61	department	department	PROPN
epaa-3696	123	62	of	of	ADP
epaa-3696	123	63	education	education	PROPN
epaa-3696	123	64	office	office	NOUN
epaa-3696	123	65	of	of	ADP
epaa-3696	123	66	postsecondary	postsecondary	ADJ
epaa-3696	123	67	education	education	NOUN
epaa-3696	123	68	,	,	PUNCT
epaa-3696	123	69	2017	2017	NUM
epaa-3696	123	70	)	)	PUNCT
epaa-3696	123	71	.	.	PUNCT
epaa-3696	124	1	as	as	ADP
epaa-3696	124	2	examples	example	NOUN
epaa-3696	124	3	of	of	ADP
epaa-3696	124	4	the	the	DET
epaa-3696	124	5	variable	variable	ADJ
epaa-3696	124	6	landscape	landscape	NOUN
epaa-3696	124	7	across	across	ADP
epaa-3696	124	8	states	state	NOUN
epaa-3696	124	9	:	:	PUNCT
epaa-3696	124	10	california	california	PROPN
epaa-3696	124	11	’s	’s	PART
epaa-3696	124	12	recent	recent	ADJ
epaa-3696	124	13	teacher	teacher	NOUN
epaa-3696	124	14	shortages	shortage	NOUN
epaa-3696	124	15	led	lead	VERB
epaa-3696	124	16	to	to	ADP
epaa-3696	124	17	a	a	DET
epaa-3696	124	18	quintupling	quintupling	NOUN
epaa-3696	124	19	in	in	ADP
epaa-3696	124	20	the	the	DET
epaa-3696	124	21	number	number	NOUN
epaa-3696	124	22	of	of	ADP
epaa-3696	124	23	emergency	emergency	NOUN
epaa-3696	124	24	and	and	CCONJ
epaa-3696	124	25	temporary	temporary	ADJ
epaa-3696	124	26	permits	permit	NOUN
epaa-3696	124	27	over	over	ADP
epaa-3696	124	28	a	a	DET
epaa-3696	124	29	period	period	NOUN
epaa-3696	124	30	of	of	ADP
epaa-3696	124	31	four	four	NUM
epaa-3696	124	32	years	year	NOUN
epaa-3696	124	33	.	.	PUNCT
epaa-3696	125	1	by	by	ADP
epaa-3696	125	2	2016	2016	NUM
epaa-3696	125	3	,	,	PUNCT
epaa-3696	125	4	almost	almost	ADV
epaa-3696	125	5	half	half	NOUN
epaa-3696	125	6	of	of	ADP
epaa-3696	125	7	the	the	DET
epaa-3696	125	8	credentials	credential	NOUN
epaa-3696	125	9	and	and	CCONJ
epaa-3696	125	10	permits	permit	NOUN
epaa-3696	125	11	issued	issue	VERB
epaa-3696	125	12	(	(	PUNCT
epaa-3696	125	13	about	about	ADP
epaa-3696	125	14	10,000	10,000	NUM
epaa-3696	125	15	)	)	PUNCT
epaa-3696	126	1	went	go	VERB
epaa-3696	126	2	to	to	ADP
epaa-3696	126	3	teachers	teacher	NOUN
epaa-3696	126	4	who	who	PRON
epaa-3696	126	5	were	be	AUX
epaa-3696	126	6	not	not	PART
epaa-3696	126	7	fully	fully	ADV
epaa-3696	126	8	prepared	prepared	ADJ
epaa-3696	126	9	for	for	ADP
epaa-3696	126	10	their	their	PRON
epaa-3696	126	11	teaching	teaching	NOUN
epaa-3696	126	12	assignments	assignment	NOUN
epaa-3696	126	13	.	.	PUNCT
epaa-3696	127	1	(	(	PUNCT
epaa-3696	127	2	carver	carver	NOUN
epaa-3696	127	3	-	-	PUNCT
epaa-3696	127	4	thomas	thomas	PROPN
epaa-3696	127	5	&	&	CCONJ
epaa-3696	127	6	darling	darling	PROPN
epaa-3696	127	7	-	-	PUNCT
epaa-3696	127	8	hammond	hammond	NOUN
epaa-3696	127	9	,	,	PUNCT
epaa-3696	127	10	2017	2017	NUM
epaa-3696	127	11	)	)	PUNCT
epaa-3696	127	12	.	.	PUNCT
epaa-3696	128	1	a	a	DET
epaa-3696	128	2	survey	survey	NOUN
epaa-3696	128	3	of	of	ADP
epaa-3696	128	4	over	over	ADP
epaa-3696	128	5	200	200	NUM
epaa-3696	128	6	districts	district	NOUN
epaa-3696	128	7	that	that	PRON
epaa-3696	128	8	year	year	NOUN
epaa-3696	128	9	found	find	VERB
epaa-3696	128	10	75	75	NUM
epaa-3696	128	11	%	%	NOUN
epaa-3696	128	12	of	of	ADP
epaa-3696	128	13	districts	district	NOUN
epaa-3696	128	14	reported	report	VERB
epaa-3696	128	15	a	a	DET
epaa-3696	128	16	shortage	shortage	NOUN
epaa-3696	128	17	of	of	ADP
epaa-3696	128	18	qualified	qualified	ADJ
epaa-3696	128	19	teachers	teacher	NOUN
epaa-3696	128	20	.	.	PUNCT
epaa-3696	129	1	of	of	ADP
epaa-3696	129	2	those	those	PRON
epaa-3696	129	3	,	,	PUNCT
epaa-3696	129	4	nearly	nearly	ADV
epaa-3696	129	5	9	9	NUM
epaa-3696	129	6	in	in	ADP
epaa-3696	129	7	10	10	NUM
epaa-3696	129	8	report	report	NOUN
epaa-3696	129	9	shortages	shortage	NOUN
epaa-3696	129	10	in	in	ADP
epaa-3696	129	11	special	special	ADJ
epaa-3696	129	12	education	education	NOUN
epaa-3696	129	13	,	,	PUNCT
epaa-3696	129	14	nearly	nearly	ADV
epaa-3696	129	15	6	6	NUM
epaa-3696	129	16	in	in	ADP
epaa-3696	129	17	10	10	NUM
epaa-3696	129	18	report	report	NOUN
epaa-3696	129	19	shortages	shortage	NOUN
epaa-3696	129	20	in	in	ADP
epaa-3696	129	21	both	both	DET
epaa-3696	129	22	math	math	NOUN
epaa-3696	129	23	and	and	CCONJ
epaa-3696	129	24	science	science	NOUN
epaa-3696	129	25	,	,	PUNCT
epaa-3696	129	26	and	and	CCONJ
epaa-3696	129	27	more	more	ADJ
epaa-3696	129	28	than	than	ADP
epaa-3696	129	29	1/3	1/3	NUM
epaa-3696	129	30	report	report	NOUN
epaa-3696	129	31	shortages	shortage	NOUN
epaa-3696	129	32	in	in	ADP
epaa-3696	129	33	elementary	elementary	ADJ
epaa-3696	129	34	,	,	PUNCT
epaa-3696	129	35	traditionally	traditionally	ADV
epaa-3696	129	36	an	an	DET
epaa-3696	129	37	area	area	NOUN
epaa-3696	129	38	of	of	ADP
epaa-3696	129	39	surplus	surplus	NOUN
epaa-3696	129	40	.	.	PUNCT
epaa-3696	130	1	districts	district	NOUN
epaa-3696	130	2	also	also	ADV
epaa-3696	130	3	reported	report	VERB
epaa-3696	130	4	shortages	shortage	NOUN
epaa-3696	130	5	in	in	ADP
epaa-3696	130	6	foreign	foreign	ADJ
epaa-3696	130	7	languages	language	NOUN
epaa-3696	130	8	,	,	PUNCT
epaa-3696	130	9	english	english	NOUN
epaa-3696	130	10	,	,	PUNCT
epaa-3696	130	11	music	music	NOUN
epaa-3696	130	12	,	,	PUNCT
epaa-3696	130	13	bilingual	bilingual	ADJ
epaa-3696	130	14	education	education	NOUN
epaa-3696	130	15	,	,	PUNCT
epaa-3696	130	16	pe	pe	X
epaa-3696	130	17	,	,	PUNCT
epaa-3696	130	18	and	and	CCONJ
epaa-3696	130	19	art	art	NOUN
epaa-3696	130	20	(	(	PUNCT
epaa-3696	130	21	podolsky	podolsky	PROPN
epaa-3696	130	22	&	&	CCONJ
epaa-3696	130	23	sutcher	sutcher	PROPN
epaa-3696	130	24	,	,	PUNCT
epaa-3696	130	25	2016	2016	NUM
epaa-3696	130	26	)	)	PUNCT
epaa-3696	130	27	.	.	PUNCT
epaa-3696	131	1	arizona	arizona	PROPN
epaa-3696	131	2	’s	’s	PART
epaa-3696	131	3	teacher	teacher	NOUN
epaa-3696	131	4	shortage	shortage	NOUN
epaa-3696	131	5	has	have	AUX
epaa-3696	131	6	had	have	VERB
epaa-3696	131	7	an	an	DET
epaa-3696	131	8	intense	intense	ADJ
epaa-3696	131	9	impact	impact	NOUN
epaa-3696	131	10	on	on	ADP
epaa-3696	131	11	the	the	DET
epaa-3696	131	12	school	school	NOUN
epaa-3696	131	13	system	system	NOUN
epaa-3696	131	14	.	.	PUNCT
epaa-3696	132	1	in	in	ADP
epaa-3696	132	2	2015	2015	NUM
epaa-3696	132	3	-	-	SYM
epaa-3696	132	4	16	16	NUM
epaa-3696	132	5	a	a	DET
epaa-3696	132	6	survey	survey	NOUN
epaa-3696	132	7	revealed	reveal	VERB
epaa-3696	132	8	4,000	4,000	NUM
epaa-3696	132	9	teaching	teaching	NOUN
epaa-3696	132	10	positions	position	NOUN
epaa-3696	132	11	were	be	AUX
epaa-3696	132	12	vacant	vacant	ADJ
epaa-3696	132	13	or	or	CCONJ
epaa-3696	132	14	staffed	staff	VERB
epaa-3696	132	15	with	with	ADP
epaa-3696	132	16	an	an	DET
epaa-3696	132	17	underprepared	underprepared	ADJ
epaa-3696	132	18	teacher	teacher	NOUN
epaa-3696	132	19	four	four	NUM
epaa-3696	132	20	weeks	week	NOUN
epaa-3696	132	21	into	into	ADP
epaa-3696	132	22	the	the	DET
epaa-3696	132	23	school	school	NOUN
epaa-3696	132	24	year	year	NOUN
epaa-3696	132	25	.	.	PUNCT
epaa-3696	133	1	this	this	PRON
epaa-3696	133	2	includes	include	VERB
epaa-3696	133	3	more	more	ADJ
epaa-3696	133	4	than	than	ADP
epaa-3696	133	5	2,000	2,000	NUM
epaa-3696	133	6	vacancies	vacancy	NOUN
epaa-3696	133	7	at	at	ADP
epaa-3696	133	8	the	the	DET
epaa-3696	133	9	start	start	NOUN
epaa-3696	133	10	of	of	ADP
epaa-3696	133	11	the	the	DET
epaa-3696	133	12	school	school	NOUN
epaa-3696	133	13	year	year	NOUN
epaa-3696	133	14	,	,	PUNCT
epaa-3696	133	15	more	more	ADJ
epaa-3696	133	16	than	than	ADP
epaa-3696	133	17	1,800	1,800	NUM
epaa-3696	133	18	classrooms	classroom	NOUN
epaa-3696	133	19	filled	fill	VERB
epaa-3696	133	20	by	by	ADP
epaa-3696	133	21	individuals	individual	NOUN
epaa-3696	133	22	not	not	PART
epaa-3696	133	23	meeting	meet	VERB
epaa-3696	133	24	standard	standard	ADJ
epaa-3696	133	25	teacher	teacher	NOUN
epaa-3696	133	26	requirements	requirement	NOUN
epaa-3696	133	27	,	,	PUNCT
epaa-3696	133	28	and	and	CCONJ
epaa-3696	133	29	more	more	ADJ
epaa-3696	133	30	than	than	ADP
epaa-3696	133	31	400	400	NUM
epaa-3696	133	32	teachers	teacher	NOUN
epaa-3696	133	33	who	who	PRON
epaa-3696	133	34	left	leave	VERB
epaa-3696	133	35	in	in	ADP
epaa-3696	133	36	the	the	DET
epaa-3696	133	37	first	first	ADJ
epaa-3696	133	38	four	four	NUM
epaa-3696	133	39	weeks	week	NOUN
epaa-3696	133	40	,	,	PUNCT
epaa-3696	133	41	creating	create	VERB
epaa-3696	133	42	additional	additional	ADJ
epaa-3696	133	43	vacancies	vacancy	NOUN
epaa-3696	133	44	.	.	PUNCT
epaa-3696	134	1	this	this	DET
epaa-3696	134	2	count	count	NOUN
epaa-3696	134	3	likely	likely	ADV
epaa-3696	134	4	underestimates	underestimate	VERB
epaa-3696	134	5	teacher	teacher	NOUN
epaa-3696	134	6	shortages	shortage	NOUN
epaa-3696	134	7	because	because	SCONJ
epaa-3696	134	8	it	it	PRON
epaa-3696	134	9	is	be	AUX
epaa-3696	134	10	based	base	VERB
epaa-3696	134	11	on	on	ADP
epaa-3696	134	12	survey	survey	NOUN
epaa-3696	134	13	responses	response	NOUN
epaa-3696	134	14	from	from	ADP
epaa-3696	134	15	only	only	ADV
epaa-3696	134	16	130	130	NUM
epaa-3696	134	17	of	of	ADP
epaa-3696	134	18	more	more	ADJ
epaa-3696	134	19	than	than	ADP
epaa-3696	134	20	600	600	NUM
epaa-3696	134	21	districts	district	NOUN
epaa-3696	134	22	and	and	CCONJ
epaa-3696	134	23	charter	charter	NOUN
epaa-3696	134	24	schools	school	NOUN
epaa-3696	134	25	in	in	ADP
epaa-3696	134	26	the	the	DET
epaa-3696	134	27	state	state	NOUN
epaa-3696	134	28	(	(	PUNCT
epaa-3696	134	29	arizona	arizona	PROPN
epaa-3696	134	30	school	school	NOUN
epaa-3696	134	31	personnel	personnel	NOUN
epaa-3696	134	32	administrators	administrator	NOUN
epaa-3696	134	33	association	association	PROPN
epaa-3696	134	34	,	,	PUNCT
epaa-3696	134	35	2016	2016	NUM
epaa-3696	134	36	)	)	PUNCT
epaa-3696	134	37	.	.	PUNCT
epaa-3696	135	1	oklahoma	oklahoma	PROPN
epaa-3696	135	2	’s	’s	PART
epaa-3696	135	3	teacher	teacher	NOUN
epaa-3696	135	4	demand	demand	NOUN
epaa-3696	135	5	projections	projection	NOUN
epaa-3696	135	6	over	over	ADP
epaa-3696	135	7	the	the	DET
epaa-3696	135	8	years	year	NOUN
epaa-3696	135	9	from	from	ADP
epaa-3696	135	10	2015	2015	NUM
epaa-3696	135	11	to	to	ADP
epaa-3696	135	12	2020	2020	NUM
epaa-3696	135	13	are	be	AUX
epaa-3696	135	14	only	only	ADV
epaa-3696	135	15	slightly	slightly	ADV
epaa-3696	135	16	greater	great	ADJ
epaa-3696	135	17	than	than	ADP
epaa-3696	135	18	its	its	PRON
epaa-3696	135	19	annual	annual	ADJ
epaa-3696	135	20	supply	supply	NOUN
epaa-3696	135	21	,	,	PUNCT
epaa-3696	135	22	or	or	CCONJ
epaa-3696	135	23	about	about	ADV
epaa-3696	135	24	320	320	NUM
epaa-3696	135	25	vacancies	vacancy	NOUN
epaa-3696	135	26	each	each	DET
epaa-3696	135	27	year	year	NOUN
epaa-3696	135	28	.	.	PUNCT
epaa-3696	136	1	however	however	ADV
epaa-3696	136	2	,	,	PUNCT
epaa-3696	136	3	with	with	ADP
epaa-3696	136	4	imbalances	imbalance	NOUN
epaa-3696	136	5	by	by	ADP
epaa-3696	136	6	field	field	NOUN
epaa-3696	136	7	and	and	CCONJ
epaa-3696	136	8	regional	regional	ADJ
epaa-3696	136	9	shortages	shortage	NOUN
epaa-3696	136	10	in	in	ADP
epaa-3696	136	11	the	the	DET
epaa-3696	136	12	southern	southern	ADJ
epaa-3696	136	13	half	half	NOUN
epaa-3696	136	14	of	of	ADP
epaa-3696	136	15	the	the	DET
epaa-3696	136	16	state	state	NOUN
epaa-3696	136	17	(	(	PUNCT
epaa-3696	136	18	berg	berg	PROPN
epaa-3696	136	19	-	-	PUNCT
epaa-3696	136	20	jacobson	jacobson	PROPN
epaa-3696	136	21	&	&	CCONJ
epaa-3696	136	22	levin	levin	PROPN
epaa-3696	136	23	,	,	PUNCT
epaa-3696	136	24	2015	2015	NUM
epaa-3696	136	25	)	)	PUNCT
epaa-3696	136	26	,	,	PUNCT
epaa-3696	136	27	there	there	PRON
epaa-3696	136	28	has	have	AUX
epaa-3696	136	29	been	be	AUX
epaa-3696	136	30	a	a	DET
epaa-3696	136	31	sharp	sharp	ADJ
epaa-3696	136	32	increase	increase	NOUN
epaa-3696	136	33	in	in	ADP
epaa-3696	136	34	emergency	emergency	NOUN
epaa-3696	136	35	credentials	credential	NOUN
epaa-3696	136	36	issued	issue	VERB
epaa-3696	136	37	to	to	ADP
epaa-3696	136	38	underprepared	underprepared	ADJ
epaa-3696	136	39	teachers	teacher	NOUN
epaa-3696	136	40	by	by	ADP
epaa-3696	136	41	the	the	DET
epaa-3696	136	42	education	education	NOUN
epaa-3696	136	43	department	department	NOUN
epaa-3696	136	44	,	,	PUNCT
epaa-3696	136	45	increasing	increase	VERB
epaa-3696	136	46	from	from	ADP
epaa-3696	136	47	just	just	ADV
epaa-3696	136	48	98	98	NUM
epaa-3696	136	49	in	in	ADP
epaa-3696	136	50	2010–11	2010–11	NUM
epaa-3696	136	51	to	to	ADP
epaa-3696	136	52	more	more	ADJ
epaa-3696	136	53	than	than	ADP
epaa-3696	136	54	900	900	NUM
epaa-3696	136	55	by	by	ADP
epaa-3696	136	56	2015–16	2015–16	NOUN
epaa-3696	136	57	(	(	PUNCT
epaa-3696	136	58	nix	nix	NOUN
epaa-3696	136	59	,	,	PUNCT
epaa-3696	136	60	2015	2015	NUM
epaa-3696	136	61	)	)	PUNCT
epaa-3696	136	62	.	.	PUNCT
epaa-3696	137	1	by	by	ADP
epaa-3696	137	2	contrast	contrast	NOUN
epaa-3696	137	3	,	,	PUNCT
epaa-3696	137	4	in	in	ADP
epaa-3696	137	5	massachusetts	massachusetts	PROPN
epaa-3696	137	6	,	,	PUNCT
epaa-3696	137	7	where	where	SCONJ
epaa-3696	137	8	there	there	PRON
epaa-3696	137	9	are	be	VERB
epaa-3696	137	10	many	many	ADJ
epaa-3696	137	11	teacher	teacher	NOUN
epaa-3696	137	12	preparing	prepare	VERB
epaa-3696	137	13	institutions	institution	NOUN
epaa-3696	137	14	and	and	CCONJ
epaa-3696	137	15	generally	generally	ADV
epaa-3696	137	16	higher	high	ADJ
epaa-3696	137	17	teacher	teacher	NOUN
epaa-3696	137	18	salaries	salary	NOUN
epaa-3696	137	19	,	,	PUNCT
epaa-3696	137	20	recent	recent	ADJ
epaa-3696	137	21	supply	supply	NOUN
epaa-3696	137	22	and	and	CCONJ
epaa-3696	137	23	demand	demand	NOUN
epaa-3696	137	24	projections	projection	NOUN
epaa-3696	137	25	showed	show	VERB
epaa-3696	137	26	an	an	DET
epaa-3696	137	27	overall	overall	ADJ
epaa-3696	137	28	surplus	surplus	NOUN
epaa-3696	137	29	.	.	PUNCT
epaa-3696	138	1	the	the	DET
epaa-3696	138	2	projections	projection	NOUN
epaa-3696	138	3	vary	vary	VERB
epaa-3696	138	4	by	by	ADP
epaa-3696	138	5	subject	subject	NOUN
epaa-3696	138	6	,	,	PUNCT
epaa-3696	138	7	though	though	ADV
epaa-3696	138	8	,	,	PUNCT
epaa-3696	138	9	with	with	ADP
epaa-3696	138	10	an	an	DET
epaa-3696	138	11	expected	expect	VERB
epaa-3696	138	12	surplus	surplus	NOUN
epaa-3696	138	13	of	of	ADP
epaa-3696	138	14	more	more	ADJ
epaa-3696	138	15	than	than	ADP
epaa-3696	138	16	1,000	1,000	NUM
epaa-3696	138	17	general	general	ADJ
epaa-3696	138	18	education	education	NOUN
epaa-3696	138	19	teachers	teacher	NOUN
epaa-3696	138	20	(	(	PUNCT
epaa-3696	138	21	almost	almost	ADV
epaa-3696	138	22	2	2	NUM
epaa-3696	138	23	%	%	NOUN
epaa-3696	138	24	of	of	ADP
epaa-3696	138	25	the	the	DET
epaa-3696	138	26	teacher	teacher	NOUN
epaa-3696	138	27	workforce	workforce	NOUN
epaa-3696	138	28	)	)	PUNCT
epaa-3696	138	29	offset	offset	VERB
epaa-3696	138	30	by	by	ADP
epaa-3696	138	31	shortages	shortage	NOUN
epaa-3696	138	32	in	in	ADP
epaa-3696	138	33	special	special	ADJ
epaa-3696	138	34	education	education	NOUN
epaa-3696	138	35	(	(	PUNCT
epaa-3696	138	36	3	3	NUM
epaa-3696	138	37	%	%	NOUN
epaa-3696	138	38	of	of	ADP
epaa-3696	138	39	the	the	DET
epaa-3696	138	40	special	special	ADJ
epaa-3696	138	41	education	education	NOUN
epaa-3696	138	42	workforce	workforce	NOUN
epaa-3696	138	43	)	)	PUNCT
epaa-3696	138	44	and	and	CCONJ
epaa-3696	138	45	english	english	ADJ
epaa-3696	138	46	language	language	NOUN
epaa-3696	138	47	learner	learner	NOUN
epaa-3696	138	48	(	(	PUNCT
epaa-3696	138	49	ell	ell	NOUN
epaa-3696	138	50	)	)	PUNCT
epaa-3696	138	51	education	education	NOUN
epaa-3696	138	52	(	(	PUNCT
epaa-3696	138	53	9	9	NUM
epaa-3696	138	54	%	%	NOUN
epaa-3696	138	55	of	of	ADP
epaa-3696	138	56	the	the	DET
epaa-3696	138	57	ell	ell	PROPN
epaa-3696	138	58	workforce	workforce	PROPN
epaa-3696	138	59	;	;	PUNCT
epaa-3696	138	60	levin	levin	PROPN
epaa-3696	138	61	,	,	PUNCT
epaa-3696	138	62	berg	berg	PROPN
epaa-3696	138	63	-	-	PUNCT
epaa-3696	138	64	jacobson	jacobson	PROPN
epaa-3696	138	65	,	,	PUNCT
epaa-3696	138	66	atchison	atchison	PROPN
epaa-3696	138	67	,	,	PUNCT
epaa-3696	138	68	lee	lee	PROPN
epaa-3696	138	69	,	,	PUNCT
epaa-3696	138	70	&	&	CCONJ
epaa-3696	138	71	vontsolos	vontsolos	PROPN
epaa-3696	138	72	,	,	PUNCT
epaa-3696	138	73	2015	2015	NUM
epaa-3696	138	74	)	)	PUNCT
epaa-3696	138	75	.	.	PUNCT
epaa-3696	139	1	we	we	PRON
epaa-3696	139	2	discuss	discuss	VERB
epaa-3696	139	3	the	the	DET
epaa-3696	139	4	factors	factor	NOUN
epaa-3696	139	5	influencing	influence	VERB
epaa-3696	139	6	state	state	NOUN
epaa-3696	139	7	and	and	CCONJ
epaa-3696	139	8	regional	regional	ADJ
epaa-3696	139	9	variations	variation	NOUN
epaa-3696	139	10	in	in	ADP
epaa-3696	139	11	supply	supply	NOUN
epaa-3696	139	12	and	and	CCONJ
epaa-3696	139	13	demand	demand	NOUN
epaa-3696	139	14	further	far	ADV
epaa-3696	139	15	in	in	ADP
epaa-3696	139	16	section	section	PROPN
epaa-3696	139	17	iii	iii	PROPN
epaa-3696	139	18	.	.	PUNCT
epaa-3696	140	1	shortage	shortage	NOUN
epaa-3696	140	2	indicators	indicator	NOUN
epaa-3696	140	3	by	by	ADP
epaa-3696	140	4	type	type	NOUN
epaa-3696	140	5	of	of	ADP
epaa-3696	140	6	school	school	NOUN
epaa-3696	140	7	and	and	CCONJ
epaa-3696	140	8	student	student	NOUN
epaa-3696	140	9	.	.	PUNCT
epaa-3696	141	1	some	some	PRON
epaa-3696	141	2	of	of	ADP
epaa-3696	141	3	the	the	DET
epaa-3696	141	4	greatest	great	ADJ
epaa-3696	141	5	variation	variation	NOUN
epaa-3696	141	6	in	in	ADP
epaa-3696	141	7	teacher	teacher	NOUN
epaa-3696	141	8	shortages	shortage	NOUN
epaa-3696	141	9	is	be	AUX
epaa-3696	141	10	not	not	PART
epaa-3696	141	11	between	between	ADP
epaa-3696	141	12	states	state	NOUN
epaa-3696	141	13	,	,	PUNCT
epaa-3696	141	14	but	but	CCONJ
epaa-3696	141	15	between	between	ADP
epaa-3696	141	16	schools	school	NOUN
epaa-3696	141	17	,	,	PUNCT
epaa-3696	141	18	both	both	CCONJ
epaa-3696	141	19	within	within	ADP
epaa-3696	141	20	and	and	CCONJ
epaa-3696	141	21	across	across	ADP
epaa-3696	141	22	districts	district	NOUN
epaa-3696	141	23	.	.	PUNCT
epaa-3696	142	1	regardless	regardless	ADV
epaa-3696	142	2	of	of	ADP
epaa-3696	142	3	the	the	DET
epaa-3696	142	4	state	state	NOUN
epaa-3696	142	5	,	,	PUNCT
epaa-3696	142	6	students	student	NOUN
epaa-3696	142	7	in	in	ADP
epaa-3696	142	8	high	high	ADJ
epaa-3696	142	9	-	-	PUNCT
epaa-3696	142	10	poverty	poverty	NOUN
epaa-3696	142	11	and	and	CCONJ
epaa-3696	142	12	highminority	highminority	NOUN
epaa-3696	142	13	schools	school	NOUN
epaa-3696	142	14	typically	typically	ADV
epaa-3696	142	15	feel	feel	VERB
epaa-3696	142	16	the	the	DET
epaa-3696	142	17	largest	large	ADJ
epaa-3696	142	18	impact	impact	NOUN
epaa-3696	142	19	of	of	ADP
epaa-3696	142	20	teacher	teacher	NOUN
epaa-3696	142	21	shortages	shortage	NOUN
epaa-3696	142	22	.	.	PUNCT
epaa-3696	143	1	historical	historical	ADJ
epaa-3696	143	2	patterns	pattern	NOUN
epaa-3696	143	3	reveal	reveal	VERB
epaa-3696	143	4	a	a	DET
epaa-3696	143	5	long	long	ADV
epaa-3696	143	6	-	-	PUNCT
epaa-3696	143	7	standing	stand	VERB
epaa-3696	143	8	trend	trend	NOUN
epaa-3696	143	9	that	that	PRON
epaa-3696	143	10	has	have	AUX
epaa-3696	143	11	been	be	AUX
epaa-3696	143	12	a	a	DET
epaa-3696	143	13	subject	subject	NOUN
epaa-3696	143	14	of	of	ADP
epaa-3696	143	15	many	many	ADJ
epaa-3696	143	16	desegregation	desegregation	NOUN
epaa-3696	143	17	and	and	CCONJ
epaa-3696	143	18	school	school	NOUN
epaa-3696	143	19	finance	finance	NOUN
epaa-3696	143	20	lawsuits	lawsuit	NOUN
epaa-3696	143	21	:	:	PUNCT
epaa-3696	143	22	students	student	NOUN
epaa-3696	143	23	in	in	ADP
epaa-3696	143	24	high	high	ADJ
epaa-3696	143	25	-	-	PUNCT
epaa-3696	143	26	poverty	poverty	NOUN
epaa-3696	143	27	,	,	PUNCT
epaa-3696	143	28	high	high	ADJ
epaa-3696	143	29	-	-	PUNCT
epaa-3696	143	30	minority	minority	NOUN
epaa-3696	143	31	schools	school	NOUN
epaa-3696	143	32	are	be	AUX
epaa-3696	143	33	most	most	ADV
epaa-3696	143	34	likely	likely	ADJ
epaa-3696	143	35	to	to	PART
epaa-3696	143	36	be	be	AUX
epaa-3696	143	37	taught	teach	VERB
epaa-3696	143	38	by	by	ADP
epaa-3696	143	39	underprepared	underprepared	ADJ
epaa-3696	143	40	,	,	PUNCT
epaa-3696	143	41	inexperienced	inexperienced	ADJ
epaa-3696	143	42	,	,	PUNCT
epaa-3696	143	43	and	and	CCONJ
epaa-3696	143	44	out	out	ADV
epaa-3696	143	45	-	-	PUNCT
epaa-3696	143	46	of	of	ADP
epaa-3696	143	47	-	-	PUNCT
epaa-3696	143	48	field	field	NOUN
epaa-3696	143	49	teachers	teacher	NOUN
epaa-3696	143	50	.	.	PUNCT
epaa-3696	144	1	these	these	DET
epaa-3696	144	2	schools	school	NOUN
epaa-3696	144	3	often	often	ADV
epaa-3696	144	4	experience	experience	VERB
epaa-3696	144	5	difficulty	difficulty	NOUN
epaa-3696	144	6	hiring	hire	VERB
epaa-3696	144	7	and	and	CCONJ
epaa-3696	144	8	high	high	ADJ
epaa-3696	144	9	turnover	turnover	NOUN
epaa-3696	144	10	on	on	ADP
epaa-3696	144	11	a	a	DET
epaa-3696	144	12	regular	regular	ADJ
epaa-3696	144	13	basis	basis	NOUN
epaa-3696	144	14	,	,	PUNCT
epaa-3696	144	15	and	and	CCONJ
epaa-3696	144	16	they	they	PRON
epaa-3696	144	17	are	be	AUX
epaa-3696	144	18	the	the	DET
epaa-3696	144	19	most	most	ADV
epaa-3696	144	20	severely	severely	ADV
epaa-3696	144	21	affected	affect	VERB
epaa-3696	144	22	when	when	SCONJ
epaa-3696	144	23	teacher	teacher	NOUN
epaa-3696	144	24	shortages	shortage	NOUN
epaa-3696	144	25	become	become	VERB
epaa-3696	144	26	widespread	widespread	ADJ
epaa-3696	144	27	(	(	PUNCT
epaa-3696	144	28	darling	darling	NOUN
epaa-3696	144	29	-	-	PUNCT
epaa-3696	144	30	hammond	hammond	NOUN
epaa-3696	144	31	,	,	PUNCT
epaa-3696	144	32	2010a	2010a	NUM
epaa-3696	144	33	)	)	PUNCT
epaa-3696	144	34	.	.	PUNCT
epaa-3696	145	1	this	this	PRON
epaa-3696	145	2	happens	happen	VERB
epaa-3696	145	3	,	,	PUNCT
epaa-3696	145	4	in	in	ADP
epaa-3696	145	5	part	part	NOUN
epaa-3696	145	6	,	,	PUNCT
epaa-3696	145	7	because	because	SCONJ
epaa-3696	145	8	inequitable	inequitable	ADJ
epaa-3696	145	9	funding	funding	NOUN
epaa-3696	145	10	of	of	ADP
epaa-3696	145	11	schools	school	NOUN
epaa-3696	145	12	leaves	leave	VERB
epaa-3696	145	13	many	many	ADJ
epaa-3696	145	14	low	low	ADJ
epaa-3696	145	15	-	-	PUNCT
epaa-3696	145	16	wealth	wealth	NOUN
epaa-3696	145	17	urban	urban	ADJ
epaa-3696	145	18	and	and	CCONJ
epaa-3696	145	19	rural	rural	ADJ
epaa-3696	145	20	communities	community	NOUN
epaa-3696	145	21	with	with	ADP
epaa-3696	145	22	inadequate	inadequate	ADJ
epaa-3696	145	23	resources	resource	NOUN
epaa-3696	145	24	,	,	PUNCT
epaa-3696	145	25	so	so	SCONJ
epaa-3696	145	26	they	they	PRON
epaa-3696	145	27	pay	pay	VERB
epaa-3696	145	28	lower	low	ADJ
epaa-3696	145	29	salaries	salary	NOUN
epaa-3696	145	30	and	and	CCONJ
epaa-3696	145	31	typically	typically	ADV
epaa-3696	145	32	have	have	VERB
epaa-3696	145	33	poorer	poor	ADJ
epaa-3696	145	34	working	working	NOUN
epaa-3696	145	35	conditions	condition	NOUN
epaa-3696	145	36	(	(	PUNCT
epaa-3696	145	37	darling	darling	NOUN
epaa-3696	145	38	-	-	PUNCT
epaa-3696	145	39	hammond	hammond	NOUN
epaa-3696	145	40	,	,	PUNCT
epaa-3696	145	41	2010a	2010a	NUM
epaa-3696	145	42	;	;	PUNCT
epaa-3696	145	43	adamson	adamson	PROPN
epaa-3696	145	44	&	&	CCONJ
epaa-3696	145	45	darling	darling	PROPN
epaa-3696	145	46	-	-	PUNCT
epaa-3696	145	47	hammond	hammond	NOUN
epaa-3696	145	48	,	,	PUNCT
epaa-3696	145	49	2012	2012	NUM
epaa-3696	145	50	)	)	PUNCT
epaa-3696	145	51	.	.	PUNCT
epaa-3696	146	1	education	education	NOUN
epaa-3696	146	2	policy	policy	NOUN
epaa-3696	146	3	analysis	analysis	NOUN
epaa-3696	146	4	archives	archive	NOUN
epaa-3696	146	5	vol	vol	NOUN
epaa-3696	146	6	.	.	PUNCT
epaa-3696	147	1	27	27	NUM
epaa-3696	147	2	no	no	NOUN
epaa-3696	147	3	.	.	NOUN
epaa-3696	147	4	35	35	NUM
epaa-3696	147	5	special	special	ADJ
epaa-3696	147	6	issue	issue	NOUN
epaa-3696	147	7	8	8	NUM
epaa-3696	147	8	the	the	DET
epaa-3696	147	9	civil	civil	ADJ
epaa-3696	147	10	rights	right	NOUN
epaa-3696	147	11	data	datum	NOUN
epaa-3696	147	12	collection	collection	NOUN
epaa-3696	147	13	(	(	PUNCT
epaa-3696	147	14	crdc	crdc	PROPN
epaa-3696	147	15	)	)	PUNCT
epaa-3696	147	16	,	,	PUNCT
epaa-3696	147	17	a	a	DET
epaa-3696	147	18	universal	universal	ADJ
epaa-3696	147	19	survey	survey	NOUN
epaa-3696	147	20	of	of	ADP
epaa-3696	147	21	all	all	DET
epaa-3696	147	22	public	public	ADJ
epaa-3696	147	23	schools	school	NOUN
epaa-3696	147	24	and	and	CCONJ
epaa-3696	147	25	districts	district	NOUN
epaa-3696	147	26	,	,	PUNCT
epaa-3696	147	27	provides	provide	VERB
epaa-3696	147	28	a	a	DET
epaa-3696	147	29	more	more	ADV
epaa-3696	147	30	comprehensive	comprehensive	ADJ
epaa-3696	147	31	overview	overview	NOUN
epaa-3696	147	32	of	of	ADP
epaa-3696	147	33	the	the	DET
epaa-3696	147	34	distribution	distribution	NOUN
epaa-3696	147	35	of	of	ADP
epaa-3696	147	36	teachers	teacher	NOUN
epaa-3696	147	37	who	who	PRON
epaa-3696	147	38	lack	lack	VERB
epaa-3696	147	39	certification	certification	NOUN
epaa-3696	147	40	.	.	PUNCT
epaa-3696	148	1	in	in	ADP
epaa-3696	148	2	2013	2013	NUM
epaa-3696	148	3	-	-	SYM
epaa-3696	148	4	14	14	NUM
epaa-3696	148	5	,	,	PUNCT
epaa-3696	148	6	on	on	ADP
epaa-3696	148	7	average	average	ADJ
epaa-3696	148	8	,	,	PUNCT
epaa-3696	148	9	schools	school	NOUN
epaa-3696	148	10	in	in	ADP
epaa-3696	148	11	the	the	DET
epaa-3696	148	12	top	top	ADJ
epaa-3696	148	13	quartile	quartile	NOUN
epaa-3696	148	14	of	of	ADP
epaa-3696	148	15	minority	minority	NOUN
epaa-3696	148	16	student	student	NOUN
epaa-3696	148	17	enrollment	enrollment	NOUN
epaa-3696	148	18	had	have	VERB
epaa-3696	148	19	nearly	nearly	ADV
epaa-3696	148	20	four	four	NUM
epaa-3696	148	21	times	time	NOUN
epaa-3696	148	22	as	as	ADV
epaa-3696	148	23	many	many	ADJ
epaa-3696	148	24	uncertified	uncertified	ADJ
epaa-3696	148	25	teachers	teacher	NOUN
epaa-3696	148	26	as	as	ADP
epaa-3696	148	27	schools	school	NOUN
epaa-3696	148	28	in	in	ADP
epaa-3696	148	29	the	the	DET
epaa-3696	148	30	bottom	bottom	ADJ
epaa-3696	148	31	quartile	quartile	NOUN
epaa-3696	148	32	of	of	ADP
epaa-3696	148	33	minority	minority	NOUN
epaa-3696	148	34	student	student	NOUN
epaa-3696	148	35	enrollment	enrollment	NOUN
epaa-3696	148	36	.	.	PUNCT
epaa-3696	149	1	in	in	ADP
epaa-3696	149	2	maryland	maryland	PROPN
epaa-3696	149	3	,	,	PUNCT
epaa-3696	149	4	louisiana	louisiana	PROPN
epaa-3696	149	5	,	,	PUNCT
epaa-3696	149	6	and	and	CCONJ
epaa-3696	149	7	colorado	colorado	NOUN
epaa-3696	149	8	,	,	PUNCT
epaa-3696	149	9	high	high	ADJ
epaa-3696	149	10	-	-	PUNCT
epaa-3696	149	11	minority	minority	NOUN
epaa-3696	149	12	schools	school	NOUN
epaa-3696	149	13	had	have	VERB
epaa-3696	149	14	,	,	PUNCT
epaa-3696	149	15	respectively	respectively	ADV
epaa-3696	149	16	,	,	PUNCT
epaa-3696	149	17	12	12	NUM
epaa-3696	149	18	,	,	PUNCT
epaa-3696	149	19	8	8	NUM
epaa-3696	149	20	,	,	PUNCT
epaa-3696	149	21	and	and	CCONJ
epaa-3696	149	22	5	5	NUM
epaa-3696	149	23	times	time	NOUN
epaa-3696	149	24	as	as	ADV
epaa-3696	149	25	many	many	ADJ
epaa-3696	149	26	uncertified	uncertified	ADJ
epaa-3696	149	27	teachers	teacher	NOUN
epaa-3696	149	28	as	as	ADP
epaa-3696	149	29	their	their	PRON
epaa-3696	149	30	low	low	ADJ
epaa-3696	149	31	-	-	PUNCT
epaa-3696	149	32	minority	minority	NOUN
epaa-3696	149	33	counterparts	counterpart	NOUN
epaa-3696	149	34	.	.	PUNCT
epaa-3696	150	1	the	the	DET
epaa-3696	150	2	office	office	NOUN
epaa-3696	150	3	of	of	ADP
epaa-3696	150	4	civil	civil	ADJ
epaa-3696	150	5	rights	right	NOUN
epaa-3696	150	6	defines	define	VERB
epaa-3696	150	7	certified	certify	VERB
epaa-3696	150	8	teachers	teacher	NOUN
epaa-3696	150	9	as	as	ADP
epaa-3696	150	10	those	those	PRON
epaa-3696	150	11	who	who	PRON
epaa-3696	150	12	have	have	AUX
epaa-3696	150	13	“	"	PUNCT
epaa-3696	150	14	met	meet	VERB
epaa-3696	150	15	all	all	DET
epaa-3696	150	16	applicable	applicable	ADJ
epaa-3696	150	17	state	state	NOUN
epaa-3696	150	18	teacher	teacher	NOUN
epaa-3696	150	19	certification	certification	NOUN
epaa-3696	150	20	requirements	requirement	NOUN
epaa-3696	150	21	for	for	ADP
epaa-3696	150	22	a	a	DET
epaa-3696	150	23	standard	standard	ADJ
epaa-3696	150	24	certificate	certificate	NOUN
epaa-3696	150	25	”	"	PUNCT
epaa-3696	150	26	for	for	ADP
epaa-3696	150	27	a	a	DET
epaa-3696	150	28	beginning	begin	VERB
epaa-3696	150	29	teacher	teacher	NOUN
epaa-3696	150	30	or	or	CCONJ
epaa-3696	150	31	one	one	NUM
epaa-3696	150	32	who	who	PRON
epaa-3696	150	33	has	have	AUX
epaa-3696	150	34	completed	complete	VERB
epaa-3696	150	35	the	the	DET
epaa-3696	150	36	staterequired	staterequired	ADJ
epaa-3696	150	37	probationary	probationary	ADJ
epaa-3696	150	38	period	period	NOUN
epaa-3696	150	39	.	.	PUNCT
epaa-3696	151	1	in	in	ADP
epaa-3696	151	2	colorado	colorado	PROPN
epaa-3696	151	3	and	and	CCONJ
epaa-3696	151	4	dc	dc	PROPN
epaa-3696	151	5	,	,	PUNCT
epaa-3696	151	6	more	more	ADJ
epaa-3696	151	7	than	than	ADP
epaa-3696	151	8	20	20	NUM
epaa-3696	151	9	%	%	NOUN
epaa-3696	151	10	of	of	ADP
epaa-3696	151	11	the	the	DET
epaa-3696	151	12	teachers	teacher	NOUN
epaa-3696	151	13	in	in	ADP
epaa-3696	151	14	high	high	ADJ
epaa-3696	151	15	-	-	PUNCT
epaa-3696	151	16	minority	minority	NOUN
epaa-3696	151	17	schools	school	NOUN
epaa-3696	151	18	were	be	AUX
epaa-3696	151	19	uncertified	uncertified	ADJ
epaa-3696	151	20	(	(	PUNCT
epaa-3696	151	21	nces	nce	NOUN
epaa-3696	151	22	,	,	PUNCT
epaa-3696	151	23	2014c	2014c	NUM
epaa-3696	151	24	)	)	PUNCT
epaa-3696	151	25	.	.	PUNCT
epaa-3696	152	1	the	the	DET
epaa-3696	152	2	proportion	proportion	NOUN
epaa-3696	152	3	of	of	ADP
epaa-3696	152	4	uncertified	uncertified	ADJ
epaa-3696	152	5	teachers	teacher	NOUN
epaa-3696	152	6	grew	grow	VERB
epaa-3696	152	7	from	from	ADP
epaa-3696	152	8	2014	2014	NUM
epaa-3696	152	9	to	to	ADP
epaa-3696	152	10	2016	2016	NUM
epaa-3696	152	11	by	by	ADP
epaa-3696	152	12	nearly	nearly	ADV
epaa-3696	152	13	50	50	NUM
epaa-3696	152	14	%	%	NOUN
epaa-3696	152	15	,	,	PUNCT
epaa-3696	152	16	as	as	SCONJ
epaa-3696	152	17	schools	school	NOUN
epaa-3696	152	18	experienced	experience	VERB
epaa-3696	152	19	increasing	increase	VERB
epaa-3696	152	20	difficulty	difficulty	NOUN
epaa-3696	152	21	in	in	ADP
epaa-3696	152	22	hiring	hire	VERB
epaa-3696	152	23	and	and	CCONJ
epaa-3696	152	24	retaining	retain	VERB
epaa-3696	152	25	certified	certified	ADJ
epaa-3696	152	26	teachers	teacher	NOUN
epaa-3696	152	27	,	,	PUNCT
epaa-3696	152	28	and	and	CCONJ
epaa-3696	152	29	high	high	ADJ
epaa-3696	152	30	-	-	PUNCT
epaa-3696	152	31	minority	minority	NOUN
epaa-3696	152	32	schools	school	NOUN
epaa-3696	152	33	continued	continue	VERB
epaa-3696	152	34	to	to	PART
epaa-3696	152	35	have	have	VERB
epaa-3696	152	36	nearly	nearly	ADV
epaa-3696	152	37	four	four	NUM
epaa-3696	152	38	times	time	NOUN
epaa-3696	152	39	as	as	ADV
epaa-3696	152	40	many	many	ADJ
epaa-3696	152	41	uncertified	uncertified	ADJ
epaa-3696	152	42	teachers	teacher	NOUN
epaa-3696	152	43	as	as	ADP
epaa-3696	152	44	low	low	ADJ
epaa-3696	152	45	-	-	PUNCT
epaa-3696	152	46	minority	minority	NOUN
epaa-3696	152	47	schools	school	NOUN
epaa-3696	152	48	(	(	PUNCT
epaa-3696	152	49	learning	learn	VERB
epaa-3696	152	50	policy	policy	NOUN
epaa-3696	152	51	institute	institute	NOUN
epaa-3696	152	52	,	,	PUNCT
epaa-3696	152	53	2018	2018	NUM
epaa-3696	152	54	)	)	PUNCT
epaa-3696	152	55	.	.	PUNCT
epaa-3696	153	1	in	in	ADP
epaa-3696	153	2	an	an	DET
epaa-3696	153	3	effort	effort	NOUN
epaa-3696	153	4	to	to	PART
epaa-3696	153	5	hold	hold	VERB
epaa-3696	153	6	states	state	NOUN
epaa-3696	153	7	accountable	accountable	ADJ
epaa-3696	153	8	for	for	ADP
epaa-3696	153	9	the	the	DET
epaa-3696	153	10	inequitable	inequitable	ADJ
epaa-3696	153	11	distributions	distribution	NOUN
epaa-3696	153	12	of	of	ADP
epaa-3696	153	13	teachers	teacher	NOUN
epaa-3696	153	14	,	,	PUNCT
epaa-3696	153	15	the	the	DET
epaa-3696	153	16	u.s	u.s	PROPN
epaa-3696	153	17	.	.	PROPN
epaa-3696	153	18	department	department	PROPN
epaa-3696	153	19	of	of	ADP
epaa-3696	153	20	education	education	NOUN
epaa-3696	153	21	requires	require	VERB
epaa-3696	153	22	each	each	DET
epaa-3696	153	23	state	state	NOUN
epaa-3696	153	24	to	to	PART
epaa-3696	153	25	create	create	VERB
epaa-3696	153	26	a	a	DET
epaa-3696	153	27	state	state	NOUN
epaa-3696	153	28	equity	equity	NOUN
epaa-3696	153	29	plan	plan	NOUN
epaa-3696	153	30	to	to	PART
epaa-3696	153	31	address	address	VERB
epaa-3696	153	32	differential	differential	ADJ
epaa-3696	153	33	access	access	NOUN
epaa-3696	153	34	to	to	ADP
epaa-3696	153	35	high	high	ADJ
epaa-3696	153	36	-	-	PUNCT
epaa-3696	153	37	quality	quality	NOUN
epaa-3696	153	38	educators	educator	NOUN
epaa-3696	153	39	.	.	PUNCT
epaa-3696	154	1	the	the	DET
epaa-3696	154	2	equity	equity	NOUN
epaa-3696	154	3	reports	report	NOUN
epaa-3696	154	4	filed	file	VERB
epaa-3696	154	5	in	in	ADP
epaa-3696	154	6	2015	2015	NUM
epaa-3696	154	7	reveal	reveal	VERB
epaa-3696	154	8	these	these	DET
epaa-3696	154	9	same	same	ADJ
epaa-3696	154	10	patterns	pattern	NOUN
epaa-3696	154	11	across	across	ADP
epaa-3696	154	12	the	the	DET
epaa-3696	154	13	nation	nation	NOUN
epaa-3696	154	14	,	,	PUNCT
epaa-3696	154	15	with	with	SCONJ
epaa-3696	154	16	unqualified	unqualified	ADJ
epaa-3696	154	17	,	,	PUNCT
epaa-3696	154	18	inexperienced	inexperienced	ADJ
epaa-3696	154	19	,	,	PUNCT
epaa-3696	154	20	or	or	CCONJ
epaa-3696	154	21	out	out	ADV
epaa-3696	154	22	-	-	PUNCT
epaa-3696	154	23	of	of	ADP
epaa-3696	154	24	-	-	PUNCT
epaa-3696	154	25	field	field	NOUN
epaa-3696	154	26	teachers	teacher	NOUN
epaa-3696	154	27	disproportionately	disproportionately	ADV
epaa-3696	154	28	found	find	VERB
epaa-3696	154	29	in	in	ADP
epaa-3696	154	30	high	high	ADJ
epaa-3696	154	31	-	-	PUNCT
epaa-3696	154	32	poverty	poverty	NOUN
epaa-3696	154	33	and	and	CCONJ
epaa-3696	154	34	high	high	ADJ
epaa-3696	154	35	-	-	PUNCT
epaa-3696	154	36	minority	minority	NOUN
epaa-3696	154	37	schools	school	NOUN
epaa-3696	154	38	(	(	PUNCT
epaa-3696	154	39	williams	williams	PROPN
epaa-3696	154	40	,	,	PUNCT
epaa-3696	154	41	adrien	adrien	PROPN
epaa-3696	154	42	,	,	PUNCT
epaa-3696	154	43	murthy	murthy	PROPN
epaa-3696	154	44	&	&	CCONJ
epaa-3696	154	45	pietryka	pietryka	NOUN
epaa-3696	154	46	,	,	PUNCT
epaa-3696	154	47	2015	2015	NUM
epaa-3696	154	48	)	)	PUNCT
epaa-3696	154	49	.	.	PUNCT
epaa-3696	155	1	these	these	DET
epaa-3696	155	2	data	datum	NOUN
epaa-3696	155	3	can	can	AUX
epaa-3696	155	4	be	be	AUX
epaa-3696	155	5	interpreted	interpret	VERB
epaa-3696	155	6	as	as	ADP
epaa-3696	155	7	shortages	shortage	NOUN
epaa-3696	155	8	in	in	ADP
epaa-3696	155	9	high	high	ADJ
epaa-3696	155	10	-	-	PUNCT
epaa-3696	155	11	minority	minority	NOUN
epaa-3696	155	12	and	and	CCONJ
epaa-3696	155	13	high	high	ADJ
epaa-3696	155	14	-	-	PUNCT
epaa-3696	155	15	poverty	poverty	NOUN
epaa-3696	155	16	schools	school	NOUN
epaa-3696	155	17	and/or	and/or	CCONJ
epaa-3696	155	18	as	as	ADP
epaa-3696	155	19	distributional	distributional	ADJ
epaa-3696	155	20	problems	problem	NOUN
epaa-3696	155	21	within	within	ADP
epaa-3696	155	22	the	the	DET
epaa-3696	155	23	contexts	contexts	NOUN
epaa-3696	155	24	of	of	ADP
epaa-3696	155	25	districts	district	NOUN
epaa-3696	155	26	and	and	CCONJ
epaa-3696	155	27	states	state	NOUN
epaa-3696	155	28	.	.	PUNCT
epaa-3696	156	1	either	either	DET
epaa-3696	156	2	way	way	NOUN
epaa-3696	156	3	,	,	PUNCT
epaa-3696	156	4	the	the	DET
epaa-3696	156	5	extent	extent	NOUN
epaa-3696	156	6	to	to	PART
epaa-3696	156	7	which	which	PRON
epaa-3696	156	8	underprepared	underprepared	ADJ
epaa-3696	156	9	teachers	teacher	NOUN
epaa-3696	156	10	are	be	AUX
epaa-3696	156	11	hired	hire	VERB
epaa-3696	156	12	in	in	ADP
epaa-3696	156	13	these	these	DET
epaa-3696	156	14	schools	school	NOUN
epaa-3696	156	15	is	be	AUX
epaa-3696	156	16	a	a	DET
epaa-3696	156	17	constant	constant	ADJ
epaa-3696	156	18	factor	factor	NOUN
epaa-3696	156	19	that	that	PRON
epaa-3696	156	20	grows	grow	VERB
epaa-3696	156	21	greater	great	ADJ
epaa-3696	156	22	during	during	ADP
epaa-3696	156	23	times	time	NOUN
epaa-3696	156	24	of	of	ADP
epaa-3696	156	25	broader	broad	ADJ
epaa-3696	156	26	shortages	shortage	NOUN
epaa-3696	156	27	.	.	PUNCT
epaa-3696	157	1	the	the	DET
epaa-3696	157	2	debate	debate	NOUN
epaa-3696	157	3	about	about	ADP
epaa-3696	157	4	shortages	shortage	NOUN
epaa-3696	157	5	as	as	SCONJ
epaa-3696	157	6	we	we	PRON
epaa-3696	157	7	have	have	AUX
epaa-3696	157	8	noted	note	VERB
epaa-3696	157	9	,	,	PUNCT
epaa-3696	157	10	some	some	PRON
epaa-3696	157	11	argue	argue	VERB
epaa-3696	157	12	that	that	SCONJ
epaa-3696	157	13	there	there	PRON
epaa-3696	157	14	is	be	VERB
epaa-3696	157	15	not	not	PART
epaa-3696	157	16	a	a	DET
epaa-3696	157	17	teacher	teacher	NOUN
epaa-3696	157	18	shortage	shortage	NOUN
epaa-3696	157	19	,	,	PUNCT
epaa-3696	157	20	but	but	CCONJ
epaa-3696	157	21	only	only	ADV
epaa-3696	157	22	staffing	staff	VERB
epaa-3696	157	23	difficulties	difficulty	NOUN
epaa-3696	157	24	in	in	ADP
epaa-3696	157	25	certain	certain	ADJ
epaa-3696	157	26	locations	location	NOUN
epaa-3696	157	27	or	or	CCONJ
epaa-3696	157	28	hard	hard	ADJ
epaa-3696	157	29	to	to	PART
epaa-3696	157	30	staff	staff	VERB
epaa-3696	157	31	subject	subject	NOUN
epaa-3696	157	32	areas	area	NOUN
epaa-3696	157	33	that	that	PRON
epaa-3696	157	34	can	can	AUX
epaa-3696	157	35	be	be	AUX
epaa-3696	157	36	addressed	address	VERB
epaa-3696	157	37	with	with	ADP
epaa-3696	157	38	subjectspecific	subjectspecific	ADJ
epaa-3696	157	39	salary	salary	NOUN
epaa-3696	157	40	bonuses	bonus	NOUN
epaa-3696	157	41	rather	rather	ADV
epaa-3696	157	42	than	than	ADP
epaa-3696	157	43	across	across	ADP
epaa-3696	157	44	-	-	PUNCT
epaa-3696	157	45	the	the	DET
epaa-3696	157	46	-	-	PUNCT
epaa-3696	157	47	board	board	NOUN
epaa-3696	157	48	pay	pay	NOUN
epaa-3696	157	49	hikes	hike	NOUN
epaa-3696	157	50	or	or	CCONJ
epaa-3696	157	51	changes	change	NOUN
epaa-3696	157	52	in	in	ADP
epaa-3696	157	53	teaching	teaching	NOUN
epaa-3696	157	54	conditions	condition	NOUN
epaa-3696	157	55	(	(	PUNCT
epaa-3696	157	56	aldeman	aldeman	NOUN
epaa-3696	157	57	,	,	PUNCT
epaa-3696	157	58	2016	2016	NUM
epaa-3696	157	59	;	;	PUNCT
epaa-3696	157	60	antonucci	antonucci	PROPN
epaa-3696	157	61	,	,	PUNCT
epaa-3696	157	62	2016	2016	NUM
epaa-3696	157	63	)	)	PUNCT
epaa-3696	157	64	.	.	PUNCT
epaa-3696	158	1	others	other	NOUN
epaa-3696	158	2	argue	argue	VERB
epaa-3696	158	3	that	that	SCONJ
epaa-3696	158	4	teacher	teacher	NOUN
epaa-3696	158	5	shortages	shortage	NOUN
epaa-3696	158	6	are	be	AUX
epaa-3696	158	7	cyclical	cyclical	ADJ
epaa-3696	158	8	and	and	CCONJ
epaa-3696	158	9	will	will	AUX
epaa-3696	158	10	ultimately	ultimately	ADV
epaa-3696	158	11	solve	solve	VERB
epaa-3696	158	12	themselves	themselves	PRON
epaa-3696	158	13	(	(	PUNCT
epaa-3696	158	14	california	california	PROPN
epaa-3696	158	15	legislative	legislative	ADJ
epaa-3696	158	16	analyst	analyst	NOUN
epaa-3696	158	17	’s	’s	PART
epaa-3696	158	18	office	office	NOUN
epaa-3696	158	19	,	,	PUNCT
epaa-3696	158	20	2016	2016	NUM
epaa-3696	158	21	)	)	PUNCT
epaa-3696	158	22	.	.	PUNCT
epaa-3696	159	1	the	the	DET
epaa-3696	159	2	reasoning	reasoning	NOUN
epaa-3696	159	3	is	be	AUX
epaa-3696	159	4	that	that	SCONJ
epaa-3696	159	5	,	,	PUNCT
epaa-3696	159	6	with	with	ADP
epaa-3696	159	7	news	news	NOUN
epaa-3696	159	8	of	of	ADP
epaa-3696	159	9	growing	grow	VERB
epaa-3696	159	10	teacher	teacher	NOUN
epaa-3696	159	11	vacancies	vacancy	NOUN
epaa-3696	159	12	,	,	PUNCT
epaa-3696	159	13	more	more	ADJ
epaa-3696	159	14	teachers	teacher	NOUN
epaa-3696	159	15	may	may	AUX
epaa-3696	159	16	join	join	VERB
epaa-3696	159	17	the	the	DET
epaa-3696	159	18	profession	profession	NOUN
epaa-3696	159	19	to	to	PART
epaa-3696	159	20	bring	bring	VERB
epaa-3696	159	21	the	the	DET
epaa-3696	159	22	labor	labor	NOUN
epaa-3696	159	23	market	market	NOUN
epaa-3696	159	24	toward	toward	ADP
epaa-3696	159	25	equilibrium	equilibrium	NOUN
epaa-3696	159	26	.	.	PUNCT
epaa-3696	160	1	the	the	DET
epaa-3696	160	2	key	key	ADJ
epaa-3696	160	3	policy	policy	NOUN
epaa-3696	160	4	question	question	NOUN
epaa-3696	160	5	is	be	AUX
epaa-3696	160	6	whether	whether	SCONJ
epaa-3696	160	7	that	that	PRON
epaa-3696	160	8	can	can	AUX
epaa-3696	160	9	happen	happen	VERB
epaa-3696	160	10	without	without	ADP
epaa-3696	160	11	policy	policy	NOUN
epaa-3696	160	12	interventions	intervention	NOUN
epaa-3696	160	13	such	such	ADJ
epaa-3696	160	14	as	as	ADP
epaa-3696	160	15	increases	increase	NOUN
epaa-3696	160	16	in	in	ADP
epaa-3696	160	17	salaries	salary	NOUN
epaa-3696	160	18	or	or	CCONJ
epaa-3696	160	19	improvements	improvement	NOUN
epaa-3696	160	20	in	in	ADP
epaa-3696	160	21	teaching	teach	VERB
epaa-3696	160	22	conditions	condition	NOUN
epaa-3696	160	23	?	?	PUNCT
epaa-3696	161	1	in	in	ADP
epaa-3696	161	2	a	a	DET
epaa-3696	161	3	regulated	regulated	ADJ
epaa-3696	161	4	occupation	occupation	NOUN
epaa-3696	161	5	where	where	SCONJ
epaa-3696	161	6	the	the	DET
epaa-3696	161	7	market	market	NOUN
epaa-3696	161	8	is	be	AUX
epaa-3696	161	9	unable	unable	ADJ
epaa-3696	161	10	to	to	PART
epaa-3696	161	11	fully	fully	ADV
epaa-3696	161	12	respond	respond	VERB
epaa-3696	161	13	,	,	PUNCT
epaa-3696	161	14	would	would	AUX
epaa-3696	161	15	such	such	DET
epaa-3696	161	16	a	a	DET
epaa-3696	161	17	natural	natural	ADJ
epaa-3696	161	18	rebalancing	rebalancing	NOUN
epaa-3696	161	19	occur	occur	NOUN
epaa-3696	161	20	?	?	PUNCT
epaa-3696	162	1	could	could	AUX
epaa-3696	162	2	it	it	PRON
epaa-3696	162	3	happen	happen	VERB
epaa-3696	162	4	in	in	ADP
epaa-3696	162	5	a	a	DET
epaa-3696	162	6	way	way	NOUN
epaa-3696	162	7	that	that	PRON
epaa-3696	162	8	benefits	benefit	VERB
epaa-3696	162	9	all	all	DET
epaa-3696	162	10	students	student	NOUN
epaa-3696	162	11	?	?	PUNCT
epaa-3696	163	1	and	and	CCONJ
epaa-3696	163	2	what	what	PRON
epaa-3696	163	3	will	will	AUX
epaa-3696	163	4	happen	happen	VERB
epaa-3696	163	5	to	to	ADP
epaa-3696	163	6	students	student	NOUN
epaa-3696	163	7	in	in	ADP
epaa-3696	163	8	the	the	DET
epaa-3696	163	9	meantime	meantime	NOUN
epaa-3696	163	10	,	,	PUNCT
epaa-3696	163	11	especially	especially	ADV
epaa-3696	163	12	those	those	PRON
epaa-3696	163	13	who	who	PRON
epaa-3696	163	14	are	be	AUX
epaa-3696	163	15	likely	likely	ADJ
epaa-3696	163	16	to	to	PART
epaa-3696	163	17	bear	bear	VERB
epaa-3696	163	18	the	the	DET
epaa-3696	163	19	brunt	brunt	NOUN
epaa-3696	163	20	of	of	ADP
epaa-3696	163	21	shortages	shortage	NOUN
epaa-3696	163	22	by	by	ADP
epaa-3696	163	23	being	be	AUX
epaa-3696	163	24	assigned	assign	VERB
epaa-3696	163	25	to	to	ADP
epaa-3696	163	26	untrained	untrained	ADJ
epaa-3696	163	27	teachers	teacher	NOUN
epaa-3696	163	28	,	,	PUNCT
epaa-3696	163	29	experiencing	experience	VERB
epaa-3696	163	30	cancelled	cancel	VERB
epaa-3696	163	31	courses	course	NOUN
epaa-3696	163	32	or	or	CCONJ
epaa-3696	163	33	larger	large	ADJ
epaa-3696	163	34	class	class	NOUN
epaa-3696	163	35	sizes	size	NOUN
epaa-3696	163	36	where	where	SCONJ
epaa-3696	163	37	qualified	qualified	ADJ
epaa-3696	163	38	teachers	teacher	NOUN
epaa-3696	163	39	can	can	AUX
epaa-3696	163	40	not	not	PART
epaa-3696	163	41	be	be	AUX
epaa-3696	163	42	found	find	VERB
epaa-3696	163	43	(	(	PUNCT
epaa-3696	163	44	podolsky	podolsky	PROPN
epaa-3696	163	45	&	&	CCONJ
epaa-3696	163	46	sutcher	sutcher	PROPN
epaa-3696	163	47	,	,	PUNCT
epaa-3696	163	48	2016	2016	NUM
epaa-3696	163	49	)	)	PUNCT
epaa-3696	163	50	?	?	PUNCT
epaa-3696	164	1	history	history	NOUN
epaa-3696	164	2	suggests	suggest	VERB
epaa-3696	164	3	that	that	SCONJ
epaa-3696	164	4	the	the	DET
epaa-3696	164	5	market	market	NOUN
epaa-3696	164	6	has	have	AUX
epaa-3696	164	7	not	not	PART
epaa-3696	164	8	traditionally	traditionally	ADV
epaa-3696	164	9	responded	respond	VERB
epaa-3696	164	10	effectively	effectively	ADV
epaa-3696	164	11	to	to	ADP
epaa-3696	164	12	all	all	DET
epaa-3696	164	13	shortages	shortage	NOUN
epaa-3696	164	14	.	.	PUNCT
epaa-3696	165	1	in	in	ADP
epaa-3696	165	2	math	math	NOUN
epaa-3696	165	3	and	and	CCONJ
epaa-3696	165	4	science	science	NOUN
epaa-3696	165	5	—	—	PUNCT
epaa-3696	165	6	fields	field	NOUN
epaa-3696	165	7	in	in	ADP
epaa-3696	165	8	which	which	PRON
epaa-3696	165	9	individuals	individual	NOUN
epaa-3696	165	10	can	can	AUX
epaa-3696	165	11	earn	earn	VERB
epaa-3696	165	12	a	a	DET
epaa-3696	165	13	lot	lot	NOUN
epaa-3696	165	14	more	more	ADJ
epaa-3696	165	15	outside	outside	ADV
epaa-3696	165	16	of	of	ADP
epaa-3696	165	17	education	education	NOUN
epaa-3696	165	18	—	—	PUNCT
epaa-3696	165	19	there	there	PRON
epaa-3696	165	20	have	have	AUX
epaa-3696	165	21	been	be	AUX
epaa-3696	165	22	shortages	shortage	NOUN
epaa-3696	165	23	since	since	SCONJ
epaa-3696	165	24	the	the	DET
epaa-3696	165	25	1950s	1950	NOUN
epaa-3696	165	26	(	(	PUNCT
epaa-3696	165	27	darling	darling	NOUN
epaa-3696	165	28	-	-	PUNCT
epaa-3696	165	29	hammond	hammond	NOUN
epaa-3696	165	30	,	,	PUNCT
epaa-3696	165	31	2010a	2010a	NUM
epaa-3696	165	32	)	)	PUNCT
epaa-3696	165	33	.	.	PUNCT
epaa-3696	166	1	special	special	ADJ
epaa-3696	166	2	education	education	NOUN
epaa-3696	166	3	similarly	similarly	ADV
epaa-3696	166	4	has	have	AUX
epaa-3696	166	5	made	make	VERB
epaa-3696	166	6	its	its	PRON
epaa-3696	166	7	way	way	NOUN
epaa-3696	166	8	on	on	ADP
epaa-3696	166	9	the	the	DET
epaa-3696	166	10	perennial	perennial	ADJ
epaa-3696	166	11	shortage	shortage	NOUN
epaa-3696	166	12	list	list	NOUN
epaa-3696	166	13	year	year	NOUN
epaa-3696	166	14	after	after	ADP
epaa-3696	166	15	year	year	NOUN
epaa-3696	166	16	,	,	PUNCT
epaa-3696	166	17	creating	create	VERB
epaa-3696	166	18	serious	serious	ADJ
epaa-3696	166	19	staffing	staffing	NOUN
epaa-3696	166	20	challenges	challenge	NOUN
epaa-3696	166	21	(	(	PUNCT
epaa-3696	166	22	u.s	u.s	PROPN
epaa-3696	166	23	.	.	PROPN
epaa-3696	166	24	department	department	PROPN
epaa-3696	166	25	of	of	ADP
epaa-3696	166	26	education	education	PROPN
epaa-3696	166	27	office	office	NOUN
epaa-3696	166	28	of	of	ADP
epaa-3696	166	29	postsecondary	postsecondary	ADJ
epaa-3696	166	30	education	education	NOUN
epaa-3696	166	31	,	,	PUNCT
epaa-3696	166	32	2017	2017	NUM
epaa-3696	166	33	)	)	PUNCT
epaa-3696	166	34	.	.	PUNCT
epaa-3696	167	1	if	if	SCONJ
epaa-3696	167	2	policy	policy	NOUN
epaa-3696	167	3	interventions	intervention	NOUN
epaa-3696	167	4	are	be	AUX
epaa-3696	167	5	to	to	PART
epaa-3696	167	6	ensure	ensure	VERB
epaa-3696	167	7	there	there	PRON
epaa-3696	167	8	are	be	VERB
epaa-3696	167	9	enough	enough	ADJ
epaa-3696	167	10	teachers	teacher	NOUN
epaa-3696	167	11	to	to	PART
epaa-3696	167	12	go	go	VERB
epaa-3696	167	13	around	around	ADV
epaa-3696	167	14	,	,	PUNCT
epaa-3696	167	15	and	and	CCONJ
epaa-3696	167	16	that	that	SCONJ
epaa-3696	167	17	they	they	PRON
epaa-3696	167	18	are	be	AUX
epaa-3696	167	19	being	be	AUX
epaa-3696	167	20	directed	direct	VERB
epaa-3696	167	21	to	to	ADP
epaa-3696	167	22	the	the	DET
epaa-3696	167	23	subject	subject	ADJ
epaa-3696	167	24	areas	area	NOUN
epaa-3696	167	25	and	and	CCONJ
epaa-3696	167	26	locations	location	NOUN
epaa-3696	167	27	where	where	SCONJ
epaa-3696	167	28	they	they	PRON
epaa-3696	167	29	are	be	AUX
epaa-3696	167	30	needed	need	VERB
epaa-3696	167	31	the	the	DET
epaa-3696	167	32	most	most	ADJ
epaa-3696	167	33	,	,	PUNCT
epaa-3696	167	34	it	it	PRON
epaa-3696	167	35	is	be	AUX
epaa-3696	167	36	necessary	necessary	ADJ
epaa-3696	167	37	to	to	PART
epaa-3696	167	38	have	have	VERB
epaa-3696	167	39	a	a	DET
epaa-3696	167	40	clear	clear	ADJ
epaa-3696	167	41	idea	idea	NOUN
epaa-3696	167	42	of	of	ADP
epaa-3696	167	43	what	what	PRON
epaa-3696	167	44	the	the	DET
epaa-3696	167	45	sources	source	NOUN
epaa-3696	167	46	of	of	ADP
epaa-3696	167	47	shortages	shortage	NOUN
epaa-3696	167	48	are	be	AUX
epaa-3696	167	49	in	in	ADP
epaa-3696	167	50	order	order	NOUN
epaa-3696	167	51	to	to	PART
epaa-3696	167	52	understand	understand	VERB
epaa-3696	167	53	how	how	SCONJ
epaa-3696	167	54	they	they	PRON
epaa-3696	167	55	might	might	AUX
epaa-3696	167	56	be	be	AUX
epaa-3696	167	57	addressed	address	VERB
epaa-3696	167	58	.	.	PUNCT
epaa-3696	168	1	an	an	DET
epaa-3696	168	2	analysis	analysis	NOUN
epaa-3696	168	3	of	of	ADP
epaa-3696	168	4	teacher	teacher	NOUN
epaa-3696	168	5	supply	supply	NOUN
epaa-3696	168	6	and	and	CCONJ
epaa-3696	168	7	demand	demand	NOUN
epaa-3696	168	8	in	in	ADP
epaa-3696	168	9	the	the	DET
epaa-3696	168	10	united	united	PROPN
epaa-3696	168	11	states	states	PROPN
epaa-3696	168	12	9	9	NUM
epaa-3696	168	13	data	datum	NOUN
epaa-3696	168	14	and	and	CCONJ
epaa-3696	168	15	methodology	methodology	NOUN
epaa-3696	168	16	the	the	DET
epaa-3696	168	17	analyses	analysis	NOUN
epaa-3696	168	18	in	in	ADP
epaa-3696	168	19	this	this	DET
epaa-3696	168	20	article	article	NOUN
epaa-3696	168	21	rely	rely	VERB
epaa-3696	168	22	on	on	ADP
epaa-3696	168	23	a	a	DET
epaa-3696	168	24	number	number	NOUN
epaa-3696	168	25	of	of	ADP
epaa-3696	168	26	databases	database	NOUN
epaa-3696	168	27	.	.	PUNCT
epaa-3696	169	1	to	to	PART
epaa-3696	169	2	analyze	analyze	VERB
epaa-3696	169	3	and	and	CCONJ
epaa-3696	169	4	project	project	NOUN
epaa-3696	169	5	demand	demand	NOUN
epaa-3696	169	6	,	,	PUNCT
epaa-3696	169	7	we	we	PRON
epaa-3696	169	8	first	first	ADV
epaa-3696	169	9	examine	examine	VERB
epaa-3696	169	10	teacher	teacher	NOUN
epaa-3696	169	11	turnover	turnover	NOUN
epaa-3696	169	12	in	in	ADP
epaa-3696	169	13	the	the	DET
epaa-3696	169	14	workforce	workforce	NOUN
epaa-3696	169	15	using	use	VERB
epaa-3696	169	16	the	the	DET
epaa-3696	169	17	schools	school	NOUN
epaa-3696	169	18	and	and	CCONJ
epaa-3696	169	19	staffing	staffing	NOUN
epaa-3696	169	20	surveys	survey	NOUN
epaa-3696	169	21	(	(	PUNCT
epaa-3696	169	22	sass	sass	NOUN
epaa-3696	169	23	)	)	PUNCT
epaa-3696	169	24	teacher	teacher	NOUN
epaa-3696	169	25	file	file	NOUN
epaa-3696	169	26	2003–04	2003–04	NUM
epaa-3696	169	27	,	,	PUNCT
epaa-3696	169	28	2007–08	2007–08	NOUN
epaa-3696	169	29	,	,	PUNCT
epaa-3696	169	30	and	and	CCONJ
epaa-3696	169	31	2011–12	2011–12	NOUN
epaa-3696	169	32	,	,	PUNCT
epaa-3696	169	33	and	and	CCONJ
epaa-3696	169	34	the	the	DET
epaa-3696	169	35	sass	sass	NOUN
epaa-3696	169	36	teacher	teacher	NOUN
epaa-3696	169	37	follow	follow	VERB
epaa-3696	169	38	–	–	PUNCT
epaa-3696	169	39	up	up	ADP
epaa-3696	169	40	surveys	survey	NOUN
epaa-3696	169	41	2004–05	2004–05	NUM
epaa-3696	169	42	,	,	PUNCT
epaa-3696	169	43	2008–09	2008–09	NUM
epaa-3696	169	44	,	,	PUNCT
epaa-3696	169	45	and	and	CCONJ
epaa-3696	169	46	2012–13	2012–13	NUM
epaa-3696	169	47	.	.	PUNCT
epaa-3696	170	1	both	both	PRON
epaa-3696	170	2	of	of	ADP
epaa-3696	170	3	these	these	PRON
epaa-3696	170	4	are	be	AUX
epaa-3696	170	5	nationally	nationally	ADV
epaa-3696	170	6	representative	representative	ADJ
epaa-3696	170	7	data	datum	NOUN
epaa-3696	170	8	sources	source	NOUN
epaa-3696	170	9	that	that	PRON
epaa-3696	170	10	monitor	monitor	VERB
epaa-3696	170	11	teachers	teacher	NOUN
epaa-3696	170	12	and	and	CCONJ
epaa-3696	170	13	schools	school	NOUN
epaa-3696	170	14	over	over	ADP
epaa-3696	170	15	time	time	NOUN
epaa-3696	170	16	.	.	PUNCT
epaa-3696	171	1	the	the	DET
epaa-3696	171	2	common	common	ADJ
epaa-3696	171	3	core	core	NOUN
epaa-3696	171	4	of	of	ADP
epaa-3696	171	5	data	datum	NOUN
epaa-3696	171	6	(	(	PUNCT
epaa-3696	171	7	ccd	ccd	NOUN
epaa-3696	171	8	)	)	PUNCT
epaa-3696	171	9	,	,	PUNCT
epaa-3696	171	10	years	year	NOUN
epaa-3696	171	11	1999–00	1999–00	NUM
epaa-3696	171	12	through	through	ADP
epaa-3696	171	13	2012	2012	NUM
epaa-3696	171	14	–	–	PUNCT
epaa-3696	171	15	13	13	NUM
epaa-3696	171	16	,	,	PUNCT
epaa-3696	171	17	a	a	DET
epaa-3696	171	18	universal	universal	ADJ
epaa-3696	171	19	database	database	NOUN
epaa-3696	171	20	on	on	ADP
epaa-3696	171	21	teachers	teacher	NOUN
epaa-3696	171	22	and	and	CCONJ
epaa-3696	171	23	students	student	NOUN
epaa-3696	171	24	in	in	ADP
epaa-3696	171	25	the	the	DET
epaa-3696	171	26	united	united	PROPN
epaa-3696	171	27	states	states	PROPN
epaa-3696	171	28	,	,	PUNCT
epaa-3696	171	29	provides	provide	VERB
epaa-3696	171	30	accurate	accurate	ADJ
epaa-3696	171	31	teacher	teacher	NOUN
epaa-3696	171	32	and	and	CCONJ
epaa-3696	171	33	student	student	NOUN
epaa-3696	171	34	counts	count	NOUN
epaa-3696	171	35	.	.	PUNCT
epaa-3696	172	1	finally	finally	ADV
epaa-3696	172	2	,	,	PUNCT
epaa-3696	172	3	public	public	ADJ
epaa-3696	172	4	school	school	NOUN
epaa-3696	172	5	teacher	teacher	NOUN
epaa-3696	172	6	projections	projection	VERB
epaa-3696	172	7	2000	2000	NUM
epaa-3696	172	8	to	to	ADP
epaa-3696	172	9	2025	2025	NUM
epaa-3696	172	10	published	publish	VERB
epaa-3696	172	11	in	in	ADP
epaa-3696	172	12	the	the	DET
epaa-3696	172	13	digest	digest	NOUN
epaa-3696	172	14	of	of	ADP
epaa-3696	172	15	education	education	NOUN
epaa-3696	172	16	statistics	statistic	NOUN
epaa-3696	172	17	allow	allow	VERB
epaa-3696	172	18	for	for	ADP
epaa-3696	172	19	our	our	PRON
epaa-3696	172	20	model	model	NOUN
epaa-3696	172	21	to	to	PART
epaa-3696	172	22	estimate	estimate	VERB
epaa-3696	172	23	workforce	workforce	NOUN
epaa-3696	172	24	trends	trend	NOUN
epaa-3696	172	25	a	a	DET
epaa-3696	172	26	decade	decade	NOUN
epaa-3696	172	27	into	into	ADP
epaa-3696	172	28	the	the	DET
epaa-3696	172	29	future	future	NOUN
epaa-3696	172	30	.	.	PUNCT
epaa-3696	173	1	to	to	PART
epaa-3696	173	2	examine	examine	VERB
epaa-3696	173	3	teacher	teacher	NOUN
epaa-3696	173	4	production	production	NOUN
epaa-3696	173	5	and	and	CCONJ
epaa-3696	173	6	the	the	DET
epaa-3696	173	7	supply	supply	NOUN
epaa-3696	173	8	side	side	NOUN
epaa-3696	173	9	of	of	ADP
epaa-3696	173	10	the	the	DET
epaa-3696	173	11	labor	labor	NOUN
epaa-3696	173	12	market	market	NOUN
epaa-3696	173	13	,	,	PUNCT
epaa-3696	173	14	this	this	DET
epaa-3696	173	15	analysis	analysis	NOUN
epaa-3696	173	16	uses	use	VERB
epaa-3696	173	17	universal	universal	ADJ
epaa-3696	173	18	data	datum	NOUN
epaa-3696	173	19	on	on	ADP
epaa-3696	173	20	teacher	teacher	NOUN
epaa-3696	173	21	preparation	preparation	NOUN
epaa-3696	173	22	programs	program	NOUN
epaa-3696	173	23	collected	collect	VERB
epaa-3696	173	24	by	by	ADP
epaa-3696	173	25	the	the	DET
epaa-3696	173	26	u.s	u.s	PROPN
epaa-3696	173	27	.	.	PROPN
epaa-3696	173	28	department	department	PROPN
epaa-3696	173	29	of	of	ADP
epaa-3696	173	30	education	education	NOUN
epaa-3696	173	31	under	under	ADP
epaa-3696	173	32	title	title	PROPN
epaa-3696	173	33	ii	ii	PROPN
epaa-3696	173	34	of	of	ADP
epaa-3696	173	35	the	the	DET
epaa-3696	173	36	higher	high	ADJ
epaa-3696	173	37	education	education	NOUN
epaa-3696	173	38	act	act	NOUN
epaa-3696	173	39	—	—	PUNCT
epaa-3696	173	40	the	the	DET
epaa-3696	173	41	most	most	ADV
epaa-3696	173	42	recent	recent	ADJ
epaa-3696	173	43	and	and	CCONJ
epaa-3696	173	44	complete	complete	ADJ
epaa-3696	173	45	national	national	ADJ
epaa-3696	173	46	data	datum	NOUN
epaa-3696	173	47	on	on	ADP
epaa-3696	173	48	teacher	teacher	NOUN
epaa-3696	173	49	preparation	preparation	NOUN
epaa-3696	173	50	.	.	PUNCT
epaa-3696	174	1	to	to	PART
epaa-3696	174	2	further	far	ADV
epaa-3696	174	3	investigate	investigate	VERB
epaa-3696	174	4	an	an	DET
epaa-3696	174	5	individual	individual	NOUN
epaa-3696	174	6	’s	’s	PART
epaa-3696	174	7	journey	journey	NOUN
epaa-3696	174	8	from	from	ADP
epaa-3696	174	9	teacher	teacher	NOUN
epaa-3696	174	10	preparation	preparation	NOUN
epaa-3696	174	11	to	to	ADP
epaa-3696	174	12	the	the	DET
epaa-3696	174	13	classroom	classroom	NOUN
epaa-3696	174	14	,	,	PUNCT
epaa-3696	174	15	we	we	PRON
epaa-3696	174	16	use	use	VERB
epaa-3696	174	17	the	the	DET
epaa-3696	174	18	2008:2012	2008:2012	NUM
epaa-3696	174	19	baccalaureate	baccalaureate	NOUN
epaa-3696	174	20	and	and	CCONJ
epaa-3696	174	21	beyond	beyond	ADP
epaa-3696	174	22	(	(	PUNCT
epaa-3696	174	23	b&b	b&b	PROPN
epaa-3696	174	24	)	)	PUNCT
epaa-3696	174	25	,	,	PUNCT
epaa-3696	174	26	a	a	DET
epaa-3696	174	27	longitudinal	longitudinal	ADJ
epaa-3696	174	28	dataset	dataset	NOUN
epaa-3696	174	29	that	that	PRON
epaa-3696	174	30	follows	follow	VERB
epaa-3696	174	31	recent	recent	ADJ
epaa-3696	174	32	baccalaureates	baccalaureate	NOUN
epaa-3696	174	33	from	from	ADP
epaa-3696	174	34	2008	2008	NUM
epaa-3696	174	35	until	until	ADP
epaa-3696	174	36	2012	2012	NUM
epaa-3696	174	37	,	,	PUNCT
epaa-3696	174	38	four	four	NUM
epaa-3696	174	39	years	year	NOUN
epaa-3696	174	40	after	after	ADP
epaa-3696	174	41	their	their	PRON
epaa-3696	174	42	graduation	graduation	NOUN
epaa-3696	174	43	,	,	PUNCT
epaa-3696	174	44	with	with	ADP
epaa-3696	174	45	a	a	DET
epaa-3696	174	46	special	special	ADJ
epaa-3696	174	47	focus	focus	NOUN
epaa-3696	174	48	on	on	ADP
epaa-3696	174	49	careers	career	NOUN
epaa-3696	174	50	in	in	ADP
epaa-3696	174	51	education	education	NOUN
epaa-3696	174	52	.	.	PUNCT
epaa-3696	175	1	this	this	DET
epaa-3696	175	2	collection	collection	NOUN
epaa-3696	175	3	of	of	ADP
epaa-3696	175	4	data	datum	NOUN
epaa-3696	175	5	is	be	AUX
epaa-3696	175	6	used	use	VERB
epaa-3696	175	7	in	in	ADP
epaa-3696	175	8	tandem	tandem	NOUN
epaa-3696	175	9	with	with	ADP
epaa-3696	175	10	the	the	DET
epaa-3696	175	11	modeling	modeling	NOUN
epaa-3696	175	12	techniques	technique	NOUN
epaa-3696	175	13	described	describe	VERB
epaa-3696	175	14	below	below	ADV
epaa-3696	175	15	to	to	PART
epaa-3696	175	16	provide	provide	VERB
epaa-3696	175	17	the	the	DET
epaa-3696	175	18	estimates	estimate	NOUN
epaa-3696	175	19	and	and	CCONJ
epaa-3696	175	20	projections	projection	NOUN
epaa-3696	175	21	in	in	ADP
epaa-3696	175	22	this	this	DET
epaa-3696	175	23	paper	paper	NOUN
epaa-3696	175	24	.	.	PUNCT
epaa-3696	176	1	teacher	teacher	NOUN
epaa-3696	176	2	demand	demand	NOUN
epaa-3696	176	3	to	to	PART
epaa-3696	176	4	model	model	NOUN
epaa-3696	176	5	demand	demand	NOUN
epaa-3696	176	6	,	,	PUNCT
epaa-3696	176	7	we	we	PRON
epaa-3696	176	8	use	use	VERB
epaa-3696	176	9	the	the	DET
epaa-3696	176	10	public	public	ADJ
epaa-3696	176	11	school	school	NOUN
epaa-3696	176	12	teacher	teacher	NOUN
epaa-3696	176	13	projections	projection	NOUN
epaa-3696	176	14	from	from	ADP
epaa-3696	176	15	2000	2000	NUM
epaa-3696	176	16	to	to	ADP
epaa-3696	176	17	2025	2025	NUM
epaa-3696	176	18	produced	produce	VERB
epaa-3696	176	19	by	by	ADP
epaa-3696	176	20	the	the	DET
epaa-3696	176	21	nces	nce	NOUN
epaa-3696	176	22	(	(	PUNCT
epaa-3696	176	23	hussar	hussar	PROPN
epaa-3696	176	24	&	&	CCONJ
epaa-3696	176	25	bailey	bailey	PROPN
epaa-3696	176	26	,	,	PUNCT
epaa-3696	176	27	2014	2014	NUM
epaa-3696	176	28	)	)	PUNCT
epaa-3696	176	29	.	.	PUNCT
epaa-3696	177	1	these	these	DET
epaa-3696	177	2	nces	nce	NOUN
epaa-3696	177	3	teacher	teacher	NOUN
epaa-3696	177	4	workforce	workforce	NOUN
epaa-3696	177	5	projections	projection	NOUN
epaa-3696	177	6	were	be	AUX
epaa-3696	177	7	modeled	model	VERB
epaa-3696	177	8	based	base	VERB
epaa-3696	177	9	on	on	ADP
epaa-3696	177	10	pupil	pupil	ADJ
epaa-3696	177	11	-	-	PUNCT
epaa-3696	177	12	teacher	teacher	NOUN
epaa-3696	177	13	ratios	ratio	NOUN
epaa-3696	177	14	predicted	predict	VERB
epaa-3696	177	15	by	by	ADP
epaa-3696	177	16	current	current	ADJ
epaa-3696	177	17	economic	economic	ADJ
epaa-3696	177	18	conditions	condition	NOUN
epaa-3696	177	19	and	and	CCONJ
epaa-3696	177	20	future	future	ADJ
epaa-3696	177	21	student	student	NOUN
epaa-3696	177	22	enrollment	enrollment	NOUN
epaa-3696	177	23	estimates	estimate	NOUN
epaa-3696	177	24	.	.	PUNCT
epaa-3696	178	1	the	the	DET
epaa-3696	178	2	nces	nce	NOUN
epaa-3696	178	3	teacher	teacher	NOUN
epaa-3696	178	4	projections	projection	NOUN
epaa-3696	178	5	are	be	AUX
epaa-3696	178	6	extended	extend	VERB
epaa-3696	178	7	into	into	ADP
epaa-3696	178	8	the	the	DET
epaa-3696	178	9	future	future	NOUN
epaa-3696	178	10	by	by	ADP
epaa-3696	178	11	looking	look	VERB
epaa-3696	178	12	at	at	ADP
epaa-3696	178	13	total	total	ADJ
epaa-3696	178	14	student	student	NOUN
epaa-3696	178	15	enrollment	enrollment	NOUN
epaa-3696	178	16	and	and	CCONJ
epaa-3696	178	17	the	the	DET
epaa-3696	178	18	pupil	pupil	ADJ
epaa-3696	178	19	-	-	PUNCT
epaa-3696	178	20	teacher	teacher	NOUN
epaa-3696	178	21	ratio	ratio	NOUN
epaa-3696	178	22	projected	project	VERB
epaa-3696	178	23	over	over	ADP
epaa-3696	178	24	time	time	NOUN
epaa-3696	178	25	.	.	PUNCT
epaa-3696	179	1	we	we	PRON
epaa-3696	179	2	refine	refine	VERB
epaa-3696	179	3	these	these	DET
epaa-3696	179	4	estimates	estimate	NOUN
epaa-3696	179	5	using	use	VERB
epaa-3696	179	6	several	several	ADJ
epaa-3696	179	7	additional	additional	ADJ
epaa-3696	179	8	nationally	nationally	ADV
epaa-3696	179	9	representative	representative	ADJ
epaa-3696	179	10	data	datum	NOUN
epaa-3696	179	11	sources	source	NOUN
epaa-3696	179	12	that	that	PRON
epaa-3696	179	13	examine	examine	VERB
epaa-3696	179	14	teachers	teacher	NOUN
epaa-3696	179	15	and	and	CCONJ
epaa-3696	179	16	schools	school	NOUN
epaa-3696	179	17	over	over	ADP
epaa-3696	179	18	time	time	NOUN
epaa-3696	179	19	:	:	PUNCT
epaa-3696	179	20	the	the	DET
epaa-3696	179	21	schools	school	NOUN
epaa-3696	179	22	and	and	CCONJ
epaa-3696	179	23	staffing	staffing	NOUN
epaa-3696	179	24	survey	survey	NOUN
epaa-3696	179	25	(	(	PUNCT
epaa-3696	179	26	sass	sass	NOUN
epaa-3696	179	27	)	)	PUNCT
epaa-3696	179	28	teacher	teacher	NOUN
epaa-3696	179	29	file	file	NOUN
epaa-3696	179	30	2011–12	2011–12	NOUN
epaa-3696	179	31	,	,	PUNCT
epaa-3696	179	32	the	the	DET
epaa-3696	179	33	sass	sass	NOUN
epaa-3696	179	34	teacher	teacher	NOUN
epaa-3696	179	35	follow	follow	VERB
epaa-3696	179	36	-	-	PUNCT
epaa-3696	179	37	up	up	ADP
epaa-3696	179	38	survey	survey	NOUN
epaa-3696	179	39	2012–13	2012–13	NUM
epaa-3696	179	40	,	,	PUNCT
epaa-3696	179	41	and	and	CCONJ
epaa-3696	179	42	common	common	ADJ
epaa-3696	179	43	core	core	NOUN
epaa-3696	179	44	of	of	ADP
epaa-3696	179	45	data	datum	NOUN
epaa-3696	179	46	(	(	PUNCT
epaa-3696	179	47	ccd	ccd	NOUN
epaa-3696	179	48	)	)	PUNCT
epaa-3696	179	49	years	year	NOUN
epaa-3696	179	50	1999–00	1999–00	NUM
epaa-3696	179	51	through	through	ADP
epaa-3696	179	52	2012–13	2012–13	NUM
epaa-3696	179	53	.	.	PUNCT
epaa-3696	180	1	below	below	ADP
epaa-3696	180	2	we	we	PRON
epaa-3696	180	3	explain	explain	VERB
epaa-3696	180	4	the	the	DET
epaa-3696	180	5	factors	factor	NOUN
epaa-3696	180	6	that	that	PRON
epaa-3696	180	7	comprise	comprise	VERB
epaa-3696	180	8	demand	demand	NOUN
epaa-3696	180	9	and	and	CCONJ
epaa-3696	180	10	discuss	discuss	VERB
epaa-3696	180	11	the	the	DET
epaa-3696	180	12	methodology	methodology	NOUN
epaa-3696	180	13	we	we	PRON
epaa-3696	180	14	used	use	VERB
epaa-3696	180	15	to	to	PART
epaa-3696	180	16	model	model	VERB
epaa-3696	180	17	demand	demand	NOUN
epaa-3696	180	18	in	in	ADP
epaa-3696	180	19	more	more	ADJ
epaa-3696	180	20	detail	detail	NOUN
epaa-3696	180	21	.	.	PUNCT
epaa-3696	181	1	the	the	DET
epaa-3696	181	2	first	first	ADJ
epaa-3696	181	3	component	component	NOUN
epaa-3696	181	4	of	of	ADP
epaa-3696	181	5	the	the	DET
epaa-3696	181	6	teacher	teacher	NOUN
epaa-3696	181	7	labor	labor	NOUN
epaa-3696	181	8	market	market	NOUN
epaa-3696	181	9	is	be	AUX
epaa-3696	181	10	teacher	teacher	NOUN
epaa-3696	181	11	demand	demand	NOUN
epaa-3696	181	12	.	.	PUNCT
epaa-3696	182	1	knowing	know	VERB
epaa-3696	182	2	how	how	SCONJ
epaa-3696	182	3	many	many	ADJ
epaa-3696	182	4	teachers	teacher	NOUN
epaa-3696	182	5	are	be	AUX
epaa-3696	182	6	needed	need	VERB
epaa-3696	182	7	is	be	AUX
epaa-3696	182	8	crucial	crucial	ADJ
epaa-3696	182	9	to	to	ADP
epaa-3696	182	10	understanding	understand	VERB
epaa-3696	182	11	labor	labor	NOUN
epaa-3696	182	12	market	market	NOUN
epaa-3696	182	13	needs	need	NOUN
epaa-3696	182	14	and	and	CCONJ
epaa-3696	182	15	thus	thus	ADV
epaa-3696	182	16	ensuring	ensure	VERB
epaa-3696	182	17	that	that	SCONJ
epaa-3696	182	18	every	every	DET
epaa-3696	182	19	community	community	NOUN
epaa-3696	182	20	has	have	VERB
epaa-3696	182	21	access	access	NOUN
epaa-3696	182	22	to	to	ADP
epaa-3696	182	23	a	a	DET
epaa-3696	182	24	sufficient	sufficient	ADJ
epaa-3696	182	25	supply	supply	NOUN
epaa-3696	182	26	of	of	ADP
epaa-3696	182	27	well	well	ADV
epaa-3696	182	28	-	-	PUNCT
epaa-3696	182	29	qualified	qualified	ADJ
epaa-3696	182	30	teachers	teacher	NOUN
epaa-3696	182	31	.	.	PUNCT
epaa-3696	183	1	demand	demand	NOUN
epaa-3696	183	2	in	in	ADP
epaa-3696	183	3	the	the	DET
epaa-3696	183	4	teacher	teacher	NOUN
epaa-3696	183	5	labor	labor	NOUN
epaa-3696	183	6	market	market	NOUN
epaa-3696	183	7	can	can	AUX
epaa-3696	183	8	be	be	AUX
epaa-3696	183	9	thought	think	VERB
epaa-3696	183	10	of	of	ADP
epaa-3696	183	11	in	in	ADP
epaa-3696	183	12	two	two	NUM
epaa-3696	183	13	ways	way	NOUN
epaa-3696	183	14	.	.	PUNCT
epaa-3696	184	1	total	total	ADJ
epaa-3696	184	2	teacher	teacher	NOUN
epaa-3696	184	3	demand	demand	NOUN
epaa-3696	184	4	represents	represent	VERB
epaa-3696	184	5	the	the	DET
epaa-3696	184	6	total	total	ADJ
epaa-3696	184	7	number	number	NOUN
epaa-3696	184	8	of	of	ADP
epaa-3696	184	9	teachers	teacher	NOUN
epaa-3696	184	10	required	require	VERB
epaa-3696	184	11	to	to	PART
epaa-3696	184	12	educate	educate	VERB
epaa-3696	184	13	the	the	DET
epaa-3696	184	14	nation	nation	NOUN
epaa-3696	184	15	’s	’s	PART
epaa-3696	184	16	students	student	NOUN
epaa-3696	184	17	.	.	PUNCT
epaa-3696	185	1	in	in	ADP
epaa-3696	185	2	2015	2015	NUM
epaa-3696	185	3	-	-	SYM
epaa-3696	185	4	16	16	NUM
epaa-3696	185	5	,	,	PUNCT
epaa-3696	185	6	the	the	DET
epaa-3696	185	7	total	total	ADJ
epaa-3696	185	8	teacher	teacher	NOUN
epaa-3696	185	9	demand	demand	NOUN
epaa-3696	185	10	was	be	AUX
epaa-3696	185	11	roughly	roughly	ADV
epaa-3696	185	12	3.1	3.1	NUM
epaa-3696	185	13	million	million	NUM
epaa-3696	185	14	full	full	ADJ
epaa-3696	185	15	-	-	PUNCT
epaa-3696	185	16	time	time	NOUN
epaa-3696	185	17	-	-	PUNCT
epaa-3696	185	18	equivalent	equivalent	NOUN
epaa-3696	185	19	(	(	PUNCT
epaa-3696	185	20	fte	fte	NOUN
epaa-3696	185	21	)	)	PUNCT
epaa-3696	185	22	public	public	ADJ
epaa-3696	185	23	school	school	NOUN
epaa-3696	185	24	teachers	teacher	NOUN
epaa-3696	185	25	in	in	ADP
epaa-3696	185	26	classrooms	classroom	NOUN
epaa-3696	185	27	across	across	ADP
epaa-3696	185	28	the	the	DET
epaa-3696	185	29	united	united	PROPN
epaa-3696	185	30	states	states	PROPN
epaa-3696	185	31	(	(	PUNCT
epaa-3696	185	32	nces	nce	NOUN
epaa-3696	185	33	,	,	PUNCT
epaa-3696	185	34	2014a	2014a	NUM
epaa-3696	185	35	)	)	PUNCT
epaa-3696	185	36	.	.	PUNCT
epaa-3696	186	1	most	most	ADJ
epaa-3696	186	2	of	of	ADP
epaa-3696	186	3	these	these	DET
epaa-3696	186	4	positions	position	NOUN
epaa-3696	186	5	are	be	AUX
epaa-3696	186	6	filled	fill	VERB
epaa-3696	186	7	by	by	ADP
epaa-3696	186	8	teachers	teacher	NOUN
epaa-3696	186	9	who	who	PRON
epaa-3696	186	10	remain	remain	VERB
epaa-3696	186	11	in	in	ADP
epaa-3696	186	12	the	the	DET
epaa-3696	186	13	workforce	workforce	NOUN
epaa-3696	186	14	from	from	ADP
epaa-3696	186	15	the	the	DET
epaa-3696	186	16	year	year	NOUN
epaa-3696	186	17	before	before	ADP
epaa-3696	186	18	(	(	PUNCT
epaa-3696	186	19	nces	nce	NOUN
epaa-3696	186	20	,	,	PUNCT
epaa-3696	186	21	2004	2004	NUM
epaa-3696	186	22	,	,	PUNCT
epaa-3696	186	23	2008	2008	NUM
epaa-3696	186	24	,	,	PUNCT
epaa-3696	186	25	2012	2012	NUM
epaa-3696	186	26	)	)	PUNCT
epaa-3696	186	27	.	.	PUNCT
epaa-3696	187	1	however	however	ADV
epaa-3696	187	2	,	,	PUNCT
epaa-3696	187	3	on	on	ADP
epaa-3696	187	4	average	average	ADJ
epaa-3696	187	5	between	between	ADP
epaa-3696	187	6	2012–13	2012–13	NUM
epaa-3696	187	7	and	and	CCONJ
epaa-3696	187	8	2015–16	2015–16	NOUN
epaa-3696	187	9	,	,	PUNCT
epaa-3696	187	10	about	about	ADV
epaa-3696	187	11	250,000	250,000	NUM
epaa-3696	187	12	positions	position	NOUN
epaa-3696	187	13	(	(	PUNCT
epaa-3696	187	14	nces	nce	NOUN
epaa-3696	187	15	,	,	PUNCT
epaa-3696	187	16	2015b	2015b	NUM
epaa-3696	187	17	)	)	PUNCT
epaa-3696	187	18	must	must	AUX
epaa-3696	187	19	be	be	AUX
epaa-3696	187	20	filled	fill	VERB
epaa-3696	187	21	due	due	ADP
epaa-3696	187	22	to	to	ADP
epaa-3696	187	23	some	some	DET
epaa-3696	187	24	combination	combination	NOUN
epaa-3696	187	25	of	of	ADP
epaa-3696	187	26	the	the	DET
epaa-3696	187	27	increase	increase	NOUN
epaa-3696	187	28	in	in	ADP
epaa-3696	187	29	student	student	NOUN
epaa-3696	187	30	population	population	NOUN
epaa-3696	187	31	,	,	PUNCT
epaa-3696	187	32	changing	change	VERB
epaa-3696	187	33	pupil	pupil	ADJ
epaa-3696	187	34	-	-	PUNCT
epaa-3696	187	35	teacher	teacher	NOUN
epaa-3696	187	36	ratios	ratio	NOUN
epaa-3696	187	37	,	,	PUNCT
epaa-3696	187	38	and	and	CCONJ
epaa-3696	187	39	teachers	teacher	NOUN
epaa-3696	187	40	who	who	PRON
epaa-3696	187	41	leave	leave	VERB
epaa-3696	187	42	the	the	DET
epaa-3696	187	43	profession	profession	NOUN
epaa-3696	187	44	(	(	PUNCT
epaa-3696	187	45	haggstrom	haggstrom	ADP
epaa-3696	187	46	et	et	PROPN
epaa-3696	187	47	al	al	PROPN
epaa-3696	187	48	.	.	PROPN
epaa-3696	187	49	,	,	PUNCT
epaa-3696	187	50	1988	1988	NUM
epaa-3696	187	51	)	)	PUNCT
epaa-3696	187	52	.	.	PUNCT
epaa-3696	188	1	this	this	DET
epaa-3696	188	2	second	second	ADJ
epaa-3696	188	3	way	way	NOUN
epaa-3696	188	4	of	of	ADP
epaa-3696	188	5	considering	consider	VERB
epaa-3696	188	6	teacher	teacher	NOUN
epaa-3696	188	7	demand	demand	NOUN
epaa-3696	188	8	—	—	PUNCT
epaa-3696	188	9	the	the	DET
epaa-3696	188	10	annual	annual	ADJ
epaa-3696	188	11	need	need	NOUN
epaa-3696	188	12	for	for	SCONJ
epaa-3696	188	13	teachers	teacher	NOUN
epaa-3696	188	14	to	to	PART
epaa-3696	188	15	fill	fill	VERB
epaa-3696	188	16	vacant	vacant	ADJ
epaa-3696	188	17	positions	position	NOUN
epaa-3696	188	18	—	—	PUNCT
epaa-3696	188	19	is	be	AUX
epaa-3696	188	20	what	what	PRON
epaa-3696	188	21	we	we	PRON
epaa-3696	188	22	focus	focus	VERB
epaa-3696	188	23	on	on	ADP
epaa-3696	188	24	in	in	ADP
epaa-3696	188	25	this	this	DET
epaa-3696	188	26	article	article	NOUN
epaa-3696	188	27	.	.	PUNCT
epaa-3696	189	1	one	one	NUM
epaa-3696	189	2	of	of	ADP
epaa-3696	189	3	the	the	DET
epaa-3696	189	4	biggest	big	ADJ
epaa-3696	189	5	challenges	challenge	NOUN
epaa-3696	189	6	in	in	ADP
epaa-3696	189	7	estimating	estimate	VERB
epaa-3696	189	8	demand	demand	NOUN
epaa-3696	189	9	is	be	AUX
epaa-3696	189	10	navigating	navigate	VERB
epaa-3696	189	11	the	the	DET
epaa-3696	189	12	difference	difference	NOUN
epaa-3696	189	13	between	between	ADP
epaa-3696	189	14	ideal	ideal	ADJ
epaa-3696	189	15	demand	demand	NOUN
epaa-3696	189	16	and	and	CCONJ
epaa-3696	189	17	actual	actual	ADJ
epaa-3696	189	18	demand	demand	NOUN
epaa-3696	189	19	.	.	PUNCT
epaa-3696	190	1	ideal	ideal	ADJ
epaa-3696	190	2	demand	demand	NOUN
epaa-3696	190	3	requires	require	VERB
epaa-3696	190	4	defining	define	VERB
epaa-3696	190	5	the	the	DET
epaa-3696	190	6	desired	desire	VERB
epaa-3696	190	7	pupil	pupil	ADJ
epaa-3696	190	8	-	-	PUNCT
epaa-3696	190	9	teacher	teacher	NOUN
epaa-3696	190	10	ratio	ratio	NOUN
epaa-3696	190	11	,	,	PUNCT
epaa-3696	190	12	geographic	geographic	ADJ
epaa-3696	190	13	teacher	teacher	NOUN
epaa-3696	190	14	distributions	distribution	NOUN
epaa-3696	190	15	,	,	PUNCT
epaa-3696	190	16	and	and	CCONJ
epaa-3696	190	17	course	course	NOUN
epaa-3696	190	18	requirements	requirement	NOUN
epaa-3696	190	19	to	to	PART
epaa-3696	190	20	determine	determine	VERB
epaa-3696	190	21	the	the	DET
epaa-3696	190	22	perfect	perfect	ADJ
epaa-3696	190	23	number	number	NOUN
epaa-3696	190	24	of	of	ADP
epaa-3696	190	25	teachers	teacher	NOUN
epaa-3696	190	26	necessary	necessary	ADJ
epaa-3696	190	27	each	each	DET
epaa-3696	190	28	year	year	NOUN
epaa-3696	190	29	.	.	PUNCT
epaa-3696	191	1	the	the	DET
epaa-3696	191	2	actual	actual	ADJ
epaa-3696	191	3	demand	demand	NOUN
epaa-3696	191	4	represents	represent	VERB
epaa-3696	191	5	reality	reality	NOUN
epaa-3696	191	6	—	—	PUNCT
epaa-3696	191	7	the	the	DET
epaa-3696	191	8	need	need	NOUN
epaa-3696	191	9	for	for	ADP
epaa-3696	191	10	teachers	teacher	NOUN
epaa-3696	191	11	based	base	VERB
epaa-3696	191	12	on	on	ADP
epaa-3696	191	13	the	the	DET
epaa-3696	191	14	number	number	NOUN
epaa-3696	191	15	of	of	ADP
epaa-3696	191	16	teachers	teacher	NOUN
epaa-3696	191	17	actually	actually	ADV
epaa-3696	191	18	hired	hire	VERB
epaa-3696	191	19	and	and	CCONJ
epaa-3696	191	20	employed	employ	VERB
epaa-3696	191	21	.	.	PUNCT
epaa-3696	192	1	for	for	ADP
epaa-3696	192	2	example	example	NOUN
epaa-3696	192	3	,	,	PUNCT
epaa-3696	192	4	in	in	ADP
epaa-3696	192	5	the	the	DET
epaa-3696	192	6	great	great	ADJ
epaa-3696	192	7	recession	recession	NOUN
epaa-3696	192	8	,	,	PUNCT
epaa-3696	192	9	actual	actual	ADJ
epaa-3696	192	10	education	education	NOUN
epaa-3696	192	11	policy	policy	NOUN
epaa-3696	192	12	analysis	analysis	NOUN
epaa-3696	192	13	archives	archive	NOUN
epaa-3696	192	14	vol	vol	NOUN
epaa-3696	192	15	.	.	PUNCT
epaa-3696	192	16	27	27	NUM
epaa-3696	192	17	no	no	NOUN
epaa-3696	192	18	.	.	NOUN
epaa-3696	192	19	35	35	NUM
epaa-3696	192	20	special	special	ADJ
epaa-3696	192	21	issue	issue	NOUN
epaa-3696	192	22	10	10	NUM
epaa-3696	192	23	demand	demand	NOUN
epaa-3696	192	24	for	for	ADP
epaa-3696	192	25	teachers	teacher	NOUN
epaa-3696	192	26	dropped	drop	VERB
epaa-3696	192	27	as	as	SCONJ
epaa-3696	192	28	budgets	budget	NOUN
epaa-3696	192	29	were	be	AUX
epaa-3696	192	30	cut	cut	VERB
epaa-3696	192	31	,	,	PUNCT
epaa-3696	192	32	and	and	CCONJ
epaa-3696	192	33	schools	school	NOUN
epaa-3696	192	34	could	could	AUX
epaa-3696	192	35	not	not	PART
epaa-3696	192	36	afford	afford	VERB
epaa-3696	192	37	to	to	PART
epaa-3696	192	38	hire	hire	VERB
epaa-3696	192	39	new	new	ADJ
epaa-3696	192	40	teachers	teacher	NOUN
epaa-3696	192	41	or	or	CCONJ
epaa-3696	192	42	even	even	ADV
epaa-3696	192	43	keep	keep	VERB
epaa-3696	192	44	the	the	DET
epaa-3696	192	45	teachers	teacher	NOUN
epaa-3696	192	46	they	they	PRON
epaa-3696	192	47	already	already	ADV
epaa-3696	192	48	had	have	VERB
epaa-3696	192	49	.	.	PUNCT
epaa-3696	193	1	in	in	ADP
epaa-3696	193	2	this	this	DET
epaa-3696	193	3	case	case	NOUN
epaa-3696	193	4	,	,	PUNCT
epaa-3696	193	5	actual	actual	ADJ
epaa-3696	193	6	demand	demand	NOUN
epaa-3696	193	7	dropped	drop	VERB
epaa-3696	193	8	,	,	PUNCT
epaa-3696	193	9	but	but	CCONJ
epaa-3696	193	10	ideal	ideal	ADJ
epaa-3696	193	11	demand	demand	NOUN
epaa-3696	193	12	did	do	VERB
epaa-3696	193	13	not	not	PART
epaa-3696	193	14	.	.	PUNCT
epaa-3696	194	1	in	in	ADP
epaa-3696	194	2	an	an	DET
epaa-3696	194	3	ideal	ideal	ADJ
epaa-3696	194	4	sense	sense	NOUN
epaa-3696	194	5	,	,	PUNCT
epaa-3696	194	6	schools	school	NOUN
epaa-3696	194	7	would	would	AUX
epaa-3696	194	8	like	like	VERB
epaa-3696	194	9	,	,	PUNCT
epaa-3696	194	10	at	at	ADP
epaa-3696	194	11	a	a	DET
epaa-3696	194	12	minimum	minimum	NOUN
epaa-3696	194	13	,	,	PUNCT
epaa-3696	194	14	to	to	PART
epaa-3696	194	15	be	be	AUX
epaa-3696	194	16	able	able	ADJ
epaa-3696	194	17	to	to	PART
epaa-3696	194	18	maintain	maintain	VERB
epaa-3696	194	19	the	the	DET
epaa-3696	194	20	number	number	NOUN
epaa-3696	194	21	of	of	ADP
epaa-3696	194	22	teachers	teacher	NOUN
epaa-3696	194	23	and	and	CCONJ
epaa-3696	194	24	return	return	VERB
epaa-3696	194	25	to	to	ADP
epaa-3696	194	26	the	the	DET
epaa-3696	194	27	class	class	NOUN
epaa-3696	194	28	sizes	size	NOUN
epaa-3696	194	29	and	and	CCONJ
epaa-3696	194	30	course	course	NOUN
epaa-3696	194	31	offerings	offering	NOUN
epaa-3696	194	32	they	they	PRON
epaa-3696	194	33	had	have	VERB
epaa-3696	194	34	in	in	ADP
epaa-3696	194	35	place	place	NOUN
epaa-3696	194	36	before	before	ADP
epaa-3696	194	37	the	the	DET
epaa-3696	194	38	recession	recession	NOUN
epaa-3696	194	39	.	.	PUNCT
epaa-3696	195	1	the	the	DET
epaa-3696	195	2	projections	projection	NOUN
epaa-3696	195	3	in	in	ADP
epaa-3696	195	4	this	this	DET
epaa-3696	195	5	paper	paper	NOUN
epaa-3696	195	6	,	,	PUNCT
epaa-3696	195	7	while	while	SCONJ
epaa-3696	195	8	mindful	mindful	ADJ
epaa-3696	195	9	of	of	ADP
epaa-3696	195	10	ideal	ideal	ADJ
epaa-3696	195	11	demand	demand	NOUN
epaa-3696	195	12	,	,	PUNCT
epaa-3696	195	13	attempt	attempt	VERB
epaa-3696	195	14	to	to	PART
epaa-3696	195	15	estimate	estimate	VERB
epaa-3696	195	16	actual	actual	ADJ
epaa-3696	195	17	demand	demand	NOUN
epaa-3696	195	18	using	use	VERB
epaa-3696	195	19	nces	nce	NOUN
epaa-3696	195	20	projections	projection	NOUN
epaa-3696	195	21	of	of	ADP
epaa-3696	195	22	student	student	NOUN
epaa-3696	195	23	enrollments	enrollment	NOUN
epaa-3696	195	24	,	,	PUNCT
epaa-3696	195	25	pupil	pupil	ADJ
epaa-3696	195	26	-	-	PUNCT
epaa-3696	195	27	teacher	teacher	NOUN
epaa-3696	195	28	ratios	ratio	NOUN
epaa-3696	195	29	,	,	PUNCT
epaa-3696	195	30	and	and	CCONJ
epaa-3696	195	31	the	the	DET
epaa-3696	195	32	teacher	teacher	NOUN
epaa-3696	195	33	workforce	workforce	NOUN
epaa-3696	195	34	.	.	PUNCT
epaa-3696	196	1	these	these	DET
epaa-3696	196	2	estimates	estimate	NOUN
epaa-3696	196	3	are	be	AUX
epaa-3696	196	4	just	just	ADV
epaa-3696	196	5	that	that	PRON
epaa-3696	196	6	—	—	PUNCT
epaa-3696	196	7	estimates	estimate	NOUN
epaa-3696	196	8	.	.	PUNCT
epaa-3696	197	1	using	use	VERB
epaa-3696	197	2	historical	historical	ADJ
epaa-3696	197	3	data	datum	NOUN
epaa-3696	197	4	and	and	CCONJ
epaa-3696	197	5	indications	indication	NOUN
epaa-3696	197	6	of	of	ADP
epaa-3696	197	7	future	future	ADJ
epaa-3696	197	8	trends	trend	NOUN
epaa-3696	197	9	,	,	PUNCT
epaa-3696	197	10	these	these	DET
epaa-3696	197	11	projections	projection	NOUN
epaa-3696	197	12	paint	paint	VERB
epaa-3696	197	13	a	a	DET
epaa-3696	197	14	potential	potential	ADJ
epaa-3696	197	15	picture	picture	NOUN
epaa-3696	197	16	of	of	ADP
epaa-3696	197	17	the	the	DET
epaa-3696	197	18	workforce	workforce	NOUN
epaa-3696	197	19	in	in	ADP
epaa-3696	197	20	the	the	DET
epaa-3696	197	21	future	future	NOUN
epaa-3696	197	22	.	.	PUNCT
epaa-3696	198	1	we	we	PRON
epaa-3696	198	2	first	first	ADV
epaa-3696	198	3	examine	examine	VERB
epaa-3696	198	4	the	the	DET
epaa-3696	198	5	factors	factor	NOUN
epaa-3696	198	6	that	that	PRON
epaa-3696	198	7	determine	determine	VERB
epaa-3696	198	8	the	the	DET
epaa-3696	198	9	quantity	quantity	NOUN
epaa-3696	198	10	of	of	ADP
epaa-3696	198	11	teachers	teacher	NOUN
epaa-3696	198	12	needed	need	VERB
epaa-3696	198	13	in	in	ADP
epaa-3696	198	14	the	the	DET
epaa-3696	198	15	classroom	classroom	NOUN
epaa-3696	198	16	.	.	PUNCT
epaa-3696	199	1	next	next	ADV
epaa-3696	199	2	,	,	PUNCT
epaa-3696	199	3	we	we	PRON
epaa-3696	199	4	look	look	VERB
epaa-3696	199	5	at	at	ADP
epaa-3696	199	6	indicators	indicator	NOUN
epaa-3696	199	7	that	that	PRON
epaa-3696	199	8	speak	speak	VERB
epaa-3696	199	9	to	to	ADP
epaa-3696	199	10	current	current	ADJ
epaa-3696	199	11	trends	trend	NOUN
epaa-3696	199	12	in	in	ADP
epaa-3696	199	13	demand	demand	NOUN
epaa-3696	199	14	.	.	PUNCT
epaa-3696	200	1	finally	finally	ADV
epaa-3696	200	2	,	,	PUNCT
epaa-3696	200	3	in	in	ADP
epaa-3696	200	4	order	order	NOUN
epaa-3696	200	5	to	to	PART
epaa-3696	200	6	further	far	ADV
epaa-3696	200	7	understand	understand	VERB
epaa-3696	200	8	the	the	DET
epaa-3696	200	9	teacher	teacher	NOUN
epaa-3696	200	10	labor	labor	NOUN
epaa-3696	200	11	market	market	NOUN
epaa-3696	200	12	and	and	CCONJ
epaa-3696	200	13	pressing	press	VERB
epaa-3696	200	14	policy	policy	NOUN
epaa-3696	200	15	needs	need	NOUN
epaa-3696	200	16	,	,	PUNCT
epaa-3696	200	17	we	we	PRON
epaa-3696	200	18	use	use	VERB
epaa-3696	200	19	current	current	ADJ
epaa-3696	200	20	data	datum	NOUN
epaa-3696	200	21	to	to	ADP
epaa-3696	200	22	model	model	NOUN
epaa-3696	200	23	teacher	teacher	NOUN
epaa-3696	200	24	demand	demand	NOUN
epaa-3696	200	25	10	10	NUM
epaa-3696	200	26	years	year	NOUN
epaa-3696	200	27	into	into	ADP
epaa-3696	200	28	the	the	DET
epaa-3696	200	29	future	future	NOUN
epaa-3696	200	30	.	.	PUNCT
epaa-3696	201	1	demand	demand	NOUN
epaa-3696	201	2	factors	factor	VERB
epaa-3696	201	3	some	some	DET
epaa-3696	201	4	elements	element	NOUN
epaa-3696	201	5	of	of	ADP
epaa-3696	201	6	teacher	teacher	NOUN
epaa-3696	201	7	demand	demand	NOUN
epaa-3696	201	8	,	,	PUNCT
epaa-3696	201	9	such	such	ADJ
epaa-3696	201	10	as	as	ADP
epaa-3696	201	11	student	student	NOUN
epaa-3696	201	12	enrollments	enrollment	NOUN
epaa-3696	201	13	,	,	PUNCT
epaa-3696	201	14	are	be	AUX
epaa-3696	201	15	predicted	predict	VERB
epaa-3696	201	16	by	by	ADP
epaa-3696	201	17	trends	trend	NOUN
epaa-3696	201	18	not	not	PART
epaa-3696	201	19	easily	easily	ADV
epaa-3696	201	20	influenced	influence	VERB
epaa-3696	201	21	by	by	ADP
epaa-3696	201	22	education	education	NOUN
epaa-3696	201	23	policy	policy	NOUN
epaa-3696	201	24	.	.	PUNCT
epaa-3696	202	1	others	other	NOUN
epaa-3696	202	2	,	,	PUNCT
epaa-3696	202	3	such	such	ADJ
epaa-3696	202	4	as	as	ADP
epaa-3696	202	5	pupil	pupil	ADJ
epaa-3696	202	6	-	-	PUNCT
epaa-3696	202	7	teacher	teacher	NOUN
epaa-3696	202	8	ratios	ratio	NOUN
epaa-3696	202	9	and	and	CCONJ
epaa-3696	202	10	attrition	attrition	NOUN
epaa-3696	202	11	rates	rate	NOUN
epaa-3696	202	12	,	,	PUNCT
epaa-3696	202	13	are	be	AUX
epaa-3696	202	14	very	very	ADV
epaa-3696	202	15	directly	directly	ADV
epaa-3696	202	16	influenced	influence	VERB
epaa-3696	202	17	by	by	ADP
epaa-3696	202	18	policy	policy	NOUN
epaa-3696	202	19	strategies	strategy	NOUN
epaa-3696	202	20	.	.	PUNCT
epaa-3696	203	1	we	we	PRON
epaa-3696	203	2	discuss	discuss	VERB
epaa-3696	203	3	each	each	PRON
epaa-3696	203	4	of	of	ADP
epaa-3696	203	5	these	these	PRON
epaa-3696	203	6	in	in	ADP
epaa-3696	203	7	turn	turn	NOUN
epaa-3696	203	8	.	.	PUNCT
epaa-3696	204	1	student	student	NOUN
epaa-3696	204	2	enrollment	enrollment	NOUN
epaa-3696	204	3	.	.	PUNCT
epaa-3696	205	1	student	student	NOUN
epaa-3696	205	2	enrollment	enrollment	PROPN
epaa-3696	205	3	directly	directly	ADV
epaa-3696	205	4	influences	influence	VERB
epaa-3696	205	5	teacher	teacher	NOUN
epaa-3696	205	6	demand	demand	NOUN
epaa-3696	205	7	.	.	PUNCT
epaa-3696	206	1	an	an	DET
epaa-3696	206	2	increase	increase	NOUN
epaa-3696	206	3	in	in	ADP
epaa-3696	206	4	the	the	DET
epaa-3696	206	5	school	school	NOUN
epaa-3696	206	6	-	-	PUNCT
epaa-3696	206	7	age	age	NOUN
epaa-3696	206	8	population	population	NOUN
epaa-3696	206	9	corresponds	correspond	VERB
epaa-3696	206	10	with	with	ADP
epaa-3696	206	11	an	an	DET
epaa-3696	206	12	increase	increase	NOUN
epaa-3696	206	13	in	in	ADP
epaa-3696	206	14	the	the	DET
epaa-3696	206	15	number	number	NOUN
epaa-3696	206	16	of	of	ADP
epaa-3696	206	17	teachers	teacher	NOUN
epaa-3696	206	18	needed	need	VERB
epaa-3696	206	19	in	in	ADP
epaa-3696	206	20	the	the	DET
epaa-3696	206	21	education	education	NOUN
epaa-3696	206	22	system	system	NOUN
epaa-3696	206	23	,	,	PUNCT
epaa-3696	206	24	as	as	ADV
epaa-3696	206	25	long	long	ADV
epaa-3696	206	26	as	as	SCONJ
epaa-3696	206	27	pupil	pupil	ADJ
epaa-3696	206	28	-	-	PUNCT
epaa-3696	206	29	teacher	teacher	NOUN
epaa-3696	206	30	ratios	ratio	NOUN
epaa-3696	206	31	remain	remain	VERB
epaa-3696	206	32	constant	constant	ADJ
epaa-3696	206	33	.	.	PUNCT
epaa-3696	207	1	future	future	ADJ
epaa-3696	207	2	public	public	ADJ
epaa-3696	207	3	school	school	NOUN
epaa-3696	207	4	enrollment	enrollment	NOUN
epaa-3696	207	5	numbers	number	NOUN
epaa-3696	207	6	can	can	AUX
epaa-3696	207	7	be	be	AUX
epaa-3696	207	8	estimated	estimate	VERB
epaa-3696	207	9	by	by	ADP
epaa-3696	207	10	looking	look	VERB
epaa-3696	207	11	at	at	ADP
epaa-3696	207	12	birth	birth	NOUN
epaa-3696	207	13	rates	rate	NOUN
epaa-3696	207	14	,	,	PUNCT
epaa-3696	207	15	public	public	ADJ
epaa-3696	207	16	school	school	NOUN
epaa-3696	207	17	attendance	attendance	NOUN
epaa-3696	207	18	rates	rate	NOUN
epaa-3696	207	19	,	,	PUNCT
epaa-3696	207	20	and	and	CCONJ
epaa-3696	207	21	immigration	immigration	NOUN
epaa-3696	207	22	and	and	CCONJ
epaa-3696	207	23	migration	migration	NOUN
epaa-3696	207	24	patterns	pattern	NOUN
epaa-3696	207	25	(	(	PUNCT
epaa-3696	207	26	haggstrom	haggstrom	ADP
epaa-3696	207	27	et	et	PROPN
epaa-3696	207	28	al	al	PROPN
epaa-3696	207	29	.	.	PROPN
epaa-3696	207	30	,	,	PUNCT
epaa-3696	207	31	1988	1988	NUM
epaa-3696	207	32	)	)	PUNCT
epaa-3696	207	33	.	.	PUNCT
epaa-3696	208	1	these	these	PRON
epaa-3696	208	2	indicate	indicate	VERB
epaa-3696	208	3	how	how	SCONJ
epaa-3696	208	4	many	many	ADJ
epaa-3696	208	5	school	school	NOUN
epaa-3696	208	6	-	-	PUNCT
epaa-3696	208	7	age	age	NOUN
epaa-3696	208	8	children	child	NOUN
epaa-3696	208	9	will	will	AUX
epaa-3696	208	10	enter	enter	VERB
epaa-3696	208	11	school	school	NOUN
epaa-3696	208	12	.	.	PUNCT
epaa-3696	209	1	once	once	ADV
epaa-3696	209	2	the	the	DET
epaa-3696	209	3	number	number	NOUN
epaa-3696	209	4	of	of	ADP
epaa-3696	209	5	students	student	NOUN
epaa-3696	209	6	entering	enter	VERB
epaa-3696	209	7	school	school	NOUN
epaa-3696	209	8	is	be	AUX
epaa-3696	209	9	estimated	estimate	VERB
epaa-3696	209	10	,	,	PUNCT
epaa-3696	209	11	historical	historical	ADJ
epaa-3696	209	12	data	datum	NOUN
epaa-3696	209	13	can	can	AUX
epaa-3696	209	14	be	be	AUX
epaa-3696	209	15	used	use	VERB
epaa-3696	209	16	to	to	PART
epaa-3696	209	17	model	model	VERB
epaa-3696	209	18	how	how	SCONJ
epaa-3696	209	19	many	many	ADJ
epaa-3696	209	20	students	student	NOUN
epaa-3696	209	21	will	will	AUX
epaa-3696	209	22	stay	stay	VERB
epaa-3696	209	23	in	in	ADP
epaa-3696	209	24	school	school	NOUN
epaa-3696	209	25	and	and	CCONJ
epaa-3696	209	26	for	for	ADP
epaa-3696	209	27	how	how	SCONJ
epaa-3696	209	28	long	long	ADJ
epaa-3696	209	29	.	.	PUNCT
epaa-3696	210	1	public	public	ADJ
epaa-3696	210	2	school	school	NOUN
epaa-3696	210	3	enrollment	enrollment	NOUN
epaa-3696	210	4	increased	increase	VERB
epaa-3696	210	5	substantially	substantially	ADV
epaa-3696	210	6	(	(	PUNCT
epaa-3696	210	7	by	by	ADP
epaa-3696	210	8	26	26	NUM
epaa-3696	210	9	%	%	NOUN
epaa-3696	210	10	)	)	PUNCT
epaa-3696	210	11	from	from	ADP
epaa-3696	210	12	1986	1986	NUM
epaa-3696	210	13	to	to	ADP
epaa-3696	210	14	2007	2007	NUM
epaa-3696	210	15	,	,	PUNCT
epaa-3696	210	16	growing	grow	VERB
epaa-3696	210	17	from	from	ADP
epaa-3696	210	18	39	39	NUM
epaa-3696	210	19	million	million	NUM
epaa-3696	210	20	students	student	NOUN
epaa-3696	210	21	to	to	ADP
epaa-3696	210	22	49	49	NUM
epaa-3696	210	23	million	million	NUM
epaa-3696	210	24	students	student	NOUN
epaa-3696	210	25	.	.	PUNCT
epaa-3696	211	1	from	from	ADP
epaa-3696	211	2	2007	2007	NUM
epaa-3696	211	3	to	to	ADP
epaa-3696	211	4	2015	2015	NUM
epaa-3696	211	5	,	,	PUNCT
epaa-3696	211	6	student	student	NOUN
epaa-3696	211	7	enrollment	enrollment	NOUN
epaa-3696	211	8	remained	remain	VERB
epaa-3696	211	9	relatively	relatively	ADV
epaa-3696	211	10	flat	flat	ADJ
epaa-3696	211	11	,	,	PUNCT
epaa-3696	211	12	hovering	hover	VERB
epaa-3696	211	13	around	around	ADP
epaa-3696	211	14	49	49	NUM
epaa-3696	211	15	million	million	NUM
epaa-3696	211	16	public	public	ADJ
epaa-3696	211	17	school	school	NOUN
epaa-3696	211	18	students	student	NOUN
epaa-3696	211	19	(	(	PUNCT
epaa-3696	211	20	see	see	VERB
epaa-3696	211	21	figure	figure	NOUN
epaa-3696	211	22	1	1	NUM
epaa-3696	211	23	)	)	PUNCT
epaa-3696	211	24	.	.	PUNCT
epaa-3696	212	1	nces	nces	PROPN
epaa-3696	212	2	estimates	estimate	VERB
epaa-3696	212	3	a	a	DET
epaa-3696	212	4	steady	steady	ADJ
epaa-3696	212	5	increase	increase	NOUN
epaa-3696	212	6	in	in	ADP
epaa-3696	212	7	public	public	ADJ
epaa-3696	212	8	school	school	NOUN
epaa-3696	212	9	student	student	NOUN
epaa-3696	212	10	enrollment	enrollment	NOUN
epaa-3696	212	11	starting	start	VERB
epaa-3696	212	12	in	in	ADP
epaa-3696	212	13	2016	2016	NUM
epaa-3696	212	14	,	,	PUNCT
epaa-3696	212	15	growing	grow	VERB
epaa-3696	212	16	from	from	ADP
epaa-3696	212	17	50	50	NUM
epaa-3696	212	18	million	million	NUM
epaa-3696	212	19	to	to	ADP
epaa-3696	212	20	53	53	NUM
epaa-3696	212	21	million	million	NUM
epaa-3696	212	22	by	by	ADP
epaa-3696	212	23	2025	2025	NUM
epaa-3696	212	24	(	(	PUNCT
epaa-3696	212	25	hussar	hussar	PROPN
epaa-3696	212	26	&	&	CCONJ
epaa-3696	212	27	bailey	bailey	PROPN
epaa-3696	212	28	,	,	PUNCT
epaa-3696	212	29	2014	2014	NUM
epaa-3696	212	30	;	;	PUNCT
epaa-3696	212	31	see	see	VERB
epaa-3696	212	32	figure	figure	NOUN
epaa-3696	212	33	1	1	NUM
epaa-3696	212	34	)	)	PUNCT
epaa-3696	212	35	.	.	PUNCT
epaa-3696	213	1	these	these	DET
epaa-3696	213	2	estimates	estimate	NOUN
epaa-3696	213	3	are	be	AUX
epaa-3696	213	4	based	base	VERB
epaa-3696	213	5	on	on	ADP
epaa-3696	213	6	historical	historical	ADJ
epaa-3696	213	7	data	datum	NOUN
epaa-3696	213	8	on	on	ADP
epaa-3696	213	9	grade	grade	NOUN
epaa-3696	213	10	progressions	progression	NOUN
epaa-3696	213	11	and	and	CCONJ
epaa-3696	213	12	enrollment	enrollment	NOUN
epaa-3696	213	13	data	datum	NOUN
epaa-3696	213	14	as	as	ADV
epaa-3696	213	15	well	well	ADV
epaa-3696	213	16	as	as	ADP
epaa-3696	213	17	u.s	u.s	PROPN
epaa-3696	213	18	.	.	PROPN
epaa-3696	213	19	census	census	PROPN
epaa-3696	213	20	bureau	bureau	PROPN
epaa-3696	213	21	’s	’s	PART
epaa-3696	213	22	school	school	NOUN
epaa-3696	213	23	-	-	PUNCT
epaa-3696	213	24	age	age	NOUN
epaa-3696	213	25	population	population	NOUN
epaa-3696	213	26	estimates	estimate	NOUN
epaa-3696	213	27	to	to	PART
epaa-3696	213	28	project	project	VERB
epaa-3696	213	29	total	total	ADJ
epaa-3696	213	30	public	public	ADJ
epaa-3696	213	31	school	school	NOUN
epaa-3696	213	32	enrollment	enrollment	NOUN
epaa-3696	213	33	to	to	ADP
epaa-3696	213	34	2025	2025	NUM
epaa-3696	213	35	.	.	PUNCT
epaa-3696	214	1	although	although	SCONJ
epaa-3696	214	2	nces	nce	NOUN
epaa-3696	214	3	does	do	AUX
epaa-3696	214	4	not	not	PART
epaa-3696	214	5	specify	specify	VERB
epaa-3696	214	6	what	what	PRON
epaa-3696	214	7	will	will	AUX
epaa-3696	214	8	drive	drive	VERB
epaa-3696	214	9	this	this	DET
epaa-3696	214	10	increase	increase	NOUN
epaa-3696	214	11	,	,	PUNCT
epaa-3696	214	12	the	the	DET
epaa-3696	214	13	enrollment	enrollment	NOUN
epaa-3696	214	14	rate	rate	NOUN
epaa-3696	214	15	of	of	ADP
epaa-3696	214	16	5to	5to	ADJ
epaa-3696	214	17	17	17	NUM
epaa-3696	214	18	-	-	PUNCT
epaa-3696	214	19	year	year	NOUN
epaa-3696	214	20	-	-	PUNCT
epaa-3696	214	21	olds	old	NOUN
epaa-3696	214	22	has	have	AUX
epaa-3696	214	23	changed	change	VERB
epaa-3696	214	24	less	less	ADJ
epaa-3696	214	25	than	than	ADP
epaa-3696	214	26	three	three	NUM
epaa-3696	214	27	percentage	percentage	NOUN
epaa-3696	214	28	points	point	NOUN
epaa-3696	214	29	over	over	ADP
epaa-3696	214	30	the	the	DET
epaa-3696	214	31	last	last	ADJ
epaa-3696	214	32	30	30	NUM
epaa-3696	214	33	years	year	NOUN
epaa-3696	214	34	,	,	PUNCT
epaa-3696	214	35	suggesting	suggest	VERB
epaa-3696	214	36	the	the	DET
epaa-3696	214	37	majority	majority	NOUN
epaa-3696	214	38	of	of	ADP
epaa-3696	214	39	this	this	DET
epaa-3696	214	40	growth	growth	NOUN
epaa-3696	214	41	,	,	PUNCT
epaa-3696	214	42	if	if	SCONJ
epaa-3696	214	43	the	the	DET
epaa-3696	214	44	enrollment	enrollment	NOUN
epaa-3696	214	45	rates	rate	NOUN
epaa-3696	214	46	continue	continue	VERB
epaa-3696	214	47	to	to	PART
epaa-3696	214	48	remain	remain	VERB
epaa-3696	214	49	relatively	relatively	ADV
epaa-3696	214	50	constant	constant	ADJ
epaa-3696	214	51	,	,	PUNCT
epaa-3696	214	52	will	will	AUX
epaa-3696	214	53	come	come	VERB
epaa-3696	214	54	from	from	ADP
epaa-3696	214	55	an	an	DET
epaa-3696	214	56	increase	increase	NOUN
epaa-3696	214	57	of	of	ADP
epaa-3696	214	58	school	school	NOUN
epaa-3696	214	59	-	-	PUNCT
epaa-3696	214	60	age	age	NOUN
epaa-3696	214	61	children	child	NOUN
epaa-3696	214	62	due	due	ADP
epaa-3696	214	63	to	to	ADP
epaa-3696	214	64	population	population	NOUN
epaa-3696	214	65	growth	growth	NOUN
epaa-3696	214	66	(	(	PUNCT
epaa-3696	214	67	higher	high	ADJ
epaa-3696	214	68	birth	birth	NOUN
epaa-3696	214	69	rates	rate	NOUN
epaa-3696	214	70	and/or	and/or	CCONJ
epaa-3696	214	71	immigration	immigration	NOUN
epaa-3696	214	72	)	)	PUNCT
epaa-3696	214	73	,	,	PUNCT
epaa-3696	214	74	with	with	ADP
epaa-3696	214	75	teacher	teacher	NOUN
epaa-3696	214	76	demand	demand	NOUN
epaa-3696	214	77	rising	rise	VERB
epaa-3696	214	78	in	in	ADP
epaa-3696	214	79	response	response	NOUN
epaa-3696	214	80	(	(	PUNCT
epaa-3696	214	81	nces	nces	PROPN
epaa-3696	214	82	,	,	PUNCT
epaa-3696	214	83	n.d	n.d	PROPN
epaa-3696	214	84	.	.	PROPN
epaa-3696	214	85	)	)	PUNCT
epaa-3696	214	86	.	.	PUNCT
epaa-3696	215	1	an	an	DET
epaa-3696	215	2	analysis	analysis	NOUN
epaa-3696	215	3	of	of	ADP
epaa-3696	215	4	teacher	teacher	NOUN
epaa-3696	215	5	supply	supply	NOUN
epaa-3696	215	6	and	and	CCONJ
epaa-3696	215	7	demand	demand	NOUN
epaa-3696	215	8	in	in	ADP
epaa-3696	215	9	the	the	DET
epaa-3696	215	10	united	united	PROPN
epaa-3696	215	11	states	states	PROPN
epaa-3696	215	12	11	11	NUM
epaa-3696	215	13	figure	figure	NOUN
epaa-3696	215	14	1	1	NUM
epaa-3696	215	15	.	.	PUNCT
epaa-3696	215	16	student	student	NOUN
epaa-3696	215	17	enrollment	enrollment	NOUN
epaa-3696	215	18	in	in	ADP
epaa-3696	215	19	public	public	ADJ
epaa-3696	215	20	schools	school	NOUN
epaa-3696	215	21	1955–56	1955–56	NUM
epaa-3696	215	22	to	to	ADP
epaa-3696	215	23	2024–25	2024–25	NUM
epaa-3696	215	24	source	source	NOUN
epaa-3696	215	25	:	:	PUNCT
epaa-3696	215	26	(	(	PUNCT
epaa-3696	215	27	nces	nce	VERB
epaa-3696	215	28	2015b	2015b	NOUN
epaa-3696	215	29	)	)	PUNCT
epaa-3696	215	30	pupil	pupil	ADJ
epaa-3696	215	31	-	-	PUNCT
epaa-3696	215	32	teacher	teacher	NOUN
epaa-3696	215	33	ratios	ratio	NOUN
epaa-3696	215	34	.	.	PUNCT
epaa-3696	216	1	the	the	DET
epaa-3696	216	2	pupil	pupil	ADJ
epaa-3696	216	3	-	-	PUNCT
epaa-3696	216	4	teacher	teacher	NOUN
epaa-3696	216	5	ratio	ratio	NOUN
epaa-3696	216	6	is	be	AUX
epaa-3696	216	7	another	another	DET
epaa-3696	216	8	component	component	NOUN
epaa-3696	216	9	of	of	ADP
epaa-3696	216	10	teacher	teacher	NOUN
epaa-3696	216	11	demand	demand	NOUN
epaa-3696	216	12	(	(	PUNCT
epaa-3696	216	13	haggstrom	haggstrom	ADV
epaa-3696	216	14	et	et	PROPN
epaa-3696	216	15	al	al	PROPN
epaa-3696	216	16	.	.	PROPN
epaa-3696	216	17	,	,	PUNCT
epaa-3696	216	18	1988	1988	NUM
epaa-3696	216	19	)	)	PUNCT
epaa-3696	216	20	.	.	PUNCT
epaa-3696	217	1	the	the	DET
epaa-3696	217	2	number	number	NOUN
epaa-3696	217	3	of	of	ADP
epaa-3696	217	4	additional	additional	ADJ
epaa-3696	217	5	teachers	teacher	NOUN
epaa-3696	217	6	needed	need	VERB
epaa-3696	217	7	by	by	ADP
epaa-3696	217	8	a	a	DET
epaa-3696	217	9	school	school	NOUN
epaa-3696	217	10	district	district	NOUN
epaa-3696	217	11	is	be	AUX
epaa-3696	217	12	dependent	dependent	ADJ
epaa-3696	217	13	on	on	ADP
epaa-3696	217	14	the	the	DET
epaa-3696	217	15	change	change	NOUN
epaa-3696	217	16	in	in	ADP
epaa-3696	217	17	desired	desire	VERB
epaa-3696	217	18	class	class	NOUN
epaa-3696	217	19	size	size	NOUN
epaa-3696	217	20	,	,	PUNCT
epaa-3696	217	21	as	as	ADV
epaa-3696	217	22	well	well	ADV
epaa-3696	217	23	as	as	ADP
epaa-3696	217	24	any	any	DET
epaa-3696	217	25	adjustments	adjustment	NOUN
epaa-3696	217	26	in	in	ADP
epaa-3696	217	27	how	how	SCONJ
epaa-3696	217	28	schools	school	NOUN
epaa-3696	217	29	are	be	AUX
epaa-3696	217	30	staffed	staff	VERB
epaa-3696	217	31	and	and	CCONJ
epaa-3696	217	32	how	how	SCONJ
epaa-3696	217	33	staff	staff	NOUN
epaa-3696	217	34	are	be	AUX
epaa-3696	217	35	used	use	VERB
epaa-3696	217	36	.	.	PUNCT
epaa-3696	218	1	to	to	PART
epaa-3696	218	2	estimate	estimate	VERB
epaa-3696	218	3	pupil	pupil	ADJ
epaa-3696	218	4	-	-	PUNCT
epaa-3696	218	5	teacher	teacher	NOUN
epaa-3696	218	6	ratios	ratio	NOUN
epaa-3696	218	7	,	,	PUNCT
epaa-3696	218	8	researchers	researcher	NOUN
epaa-3696	218	9	first	first	ADV
epaa-3696	218	10	look	look	VERB
epaa-3696	218	11	at	at	ADP
epaa-3696	218	12	school	school	NOUN
epaa-3696	218	13	budgets	budget	NOUN
epaa-3696	218	14	and	and	CCONJ
epaa-3696	218	15	economic	economic	ADJ
epaa-3696	218	16	conditions	condition	NOUN
epaa-3696	218	17	influencing	influence	VERB
epaa-3696	218	18	a	a	DET
epaa-3696	218	19	district	district	NOUN
epaa-3696	218	20	’s	’s	PART
epaa-3696	218	21	ability	ability	NOUN
epaa-3696	218	22	to	to	PART
epaa-3696	218	23	hire	hire	VERB
epaa-3696	218	24	more	more	ADJ
epaa-3696	218	25	teachers	teacher	NOUN
epaa-3696	218	26	(	(	PUNCT
epaa-3696	218	27	haggstrom	haggstrom	ADP
epaa-3696	218	28	et	et	PROPN
epaa-3696	218	29	al	al	PROPN
epaa-3696	218	30	.	.	PROPN
epaa-3696	218	31	,	,	PUNCT
epaa-3696	218	32	1988	1988	NUM
epaa-3696	218	33	)	)	PUNCT
epaa-3696	218	34	.	.	PUNCT
epaa-3696	219	1	second	second	ADJ
epaa-3696	219	2	,	,	PUNCT
epaa-3696	219	3	state	state	NOUN
epaa-3696	219	4	and	and	CCONJ
epaa-3696	219	5	local	local	ADJ
epaa-3696	219	6	policies	policy	NOUN
epaa-3696	219	7	may	may	AUX
epaa-3696	219	8	influence	influence	VERB
epaa-3696	219	9	pupil	pupil	ADJ
epaa-3696	219	10	-	-	PUNCT
epaa-3696	219	11	teacher	teacher	NOUN
epaa-3696	219	12	ratios	ratio	NOUN
epaa-3696	219	13	by	by	ADP
epaa-3696	219	14	requiring	require	VERB
epaa-3696	219	15	certain	certain	ADJ
epaa-3696	219	16	class	class	NOUN
epaa-3696	219	17	sizes	size	NOUN
epaa-3696	219	18	.	.	PUNCT
epaa-3696	220	1	currently	currently	ADV
epaa-3696	220	2	,	,	PUNCT
epaa-3696	220	3	average	average	ADJ
epaa-3696	220	4	public	public	ADJ
epaa-3696	220	5	school	school	NOUN
epaa-3696	220	6	pupil	pupil	NOUN
epaa-3696	220	7	-	-	PUNCT
epaa-3696	220	8	teacher	teacher	NOUN
epaa-3696	220	9	ratios	ratio	NOUN
epaa-3696	220	10	are	be	AUX
epaa-3696	220	11	16	16	NUM
epaa-3696	220	12	-	-	PUNCT
epaa-3696	220	13	to-1	to-1	NUM
epaa-3696	220	14	,	,	PUNCT
epaa-3696	220	15	an	an	DET
epaa-3696	220	16	increase	increase	NOUN
epaa-3696	220	17	from	from	ADP
epaa-3696	220	18	its	its	PRON
epaa-3696	220	19	low	low	ADJ
epaa-3696	220	20	point	point	NOUN
epaa-3696	220	21	of	of	ADP
epaa-3696	220	22	15.3	15.3	NUM
epaa-3696	220	23	to	to	PART
epaa-3696	220	24	1	1	NUM
epaa-3696	220	25	in	in	ADP
epaa-3696	220	26	2008	2008	NUM
epaa-3696	220	27	.	.	PUNCT
epaa-3696	221	1	average	average	ADJ
epaa-3696	221	2	pupil	pupil	ADJ
epaa-3696	221	3	-	-	PUNCT
epaa-3696	221	4	teacher	teacher	NOUN
epaa-3696	221	5	ratios	ratio	NOUN
epaa-3696	221	6	trended	trend	VERB
epaa-3696	221	7	downward	downward	ADV
epaa-3696	221	8	from	from	ADP
epaa-3696	221	9	nearly	nearly	ADV
epaa-3696	221	10	18	18	NUM
epaa-3696	221	11	-	-	PUNCT
epaa-3696	221	12	to-1	to-1	NUM
epaa-3696	221	13	in	in	ADP
epaa-3696	221	14	1986	1986	NUM
epaa-3696	221	15	,	,	PUNCT
epaa-3696	221	16	remaining	remain	VERB
epaa-3696	221	17	over	over	ADP
epaa-3696	221	18	17	17	NUM
epaa-3696	221	19	until	until	SCONJ
epaa-3696	221	20	there	there	PRON
epaa-3696	221	21	was	be	VERB
epaa-3696	221	22	a	a	DET
epaa-3696	221	23	large	large	ADJ
epaa-3696	221	24	push	push	NOUN
epaa-3696	221	25	in	in	ADP
epaa-3696	221	26	the	the	DET
epaa-3696	221	27	late	late	ADJ
epaa-3696	221	28	1990s	1990	NOUN
epaa-3696	221	29	and	and	CCONJ
epaa-3696	221	30	early	early	ADJ
epaa-3696	221	31	2000s	2000s	NUM
epaa-3696	221	32	for	for	ADP
epaa-3696	221	33	smaller	small	ADJ
epaa-3696	221	34	class	class	NOUN
epaa-3696	221	35	sizes	size	NOUN
epaa-3696	221	36	and	and	CCONJ
epaa-3696	221	37	increased	increase	VERB
epaa-3696	221	38	staffing	staffing	NOUN
epaa-3696	221	39	for	for	ADP
epaa-3696	221	40	special	special	ADJ
epaa-3696	221	41	education	education	NOUN
epaa-3696	221	42	(	(	PUNCT
epaa-3696	221	43	loeb	loeb	PROPN
epaa-3696	221	44	&	&	CCONJ
epaa-3696	221	45	beteille	beteille	PROPN
epaa-3696	221	46	,	,	PUNCT
epaa-3696	221	47	2009	2009	NUM
epaa-3696	221	48	)	)	PUNCT
epaa-3696	221	49	.	.	PUNCT
epaa-3696	222	1	when	when	SCONJ
epaa-3696	222	2	the	the	DET
epaa-3696	222	3	great	great	ADJ
epaa-3696	222	4	recession	recession	NOUN
epaa-3696	222	5	hit	hit	VERB
epaa-3696	222	6	and	and	CCONJ
epaa-3696	222	7	education	education	NOUN
epaa-3696	222	8	budgets	budget	NOUN
epaa-3696	222	9	were	be	AUX
epaa-3696	222	10	slashed	slash	VERB
epaa-3696	222	11	,	,	PUNCT
epaa-3696	222	12	average	average	ADJ
epaa-3696	222	13	pupil	pupil	ADJ
epaa-3696	222	14	-	-	PUNCT
epaa-3696	222	15	teacher	teacher	NOUN
epaa-3696	222	16	ratios	ratio	NOUN
epaa-3696	222	17	quickly	quickly	ADV
epaa-3696	222	18	increased	increase	VERB
epaa-3696	222	19	to	to	ADP
epaa-3696	222	20	16	16	NUM
epaa-3696	222	21	-	-	PUNCT
epaa-3696	222	22	to-1	to-1	NUM
epaa-3696	222	23	,	,	PUNCT
epaa-3696	222	24	and	and	CCONJ
epaa-3696	222	25	have	have	AUX
epaa-3696	222	26	remained	remain	VERB
epaa-3696	222	27	there	there	ADV
epaa-3696	222	28	for	for	ADP
epaa-3696	222	29	some	some	DET
epaa-3696	222	30	time	time	NOUN
epaa-3696	222	31	(	(	PUNCT
epaa-3696	222	32	see	see	VERB
epaa-3696	222	33	figure	figure	NOUN
epaa-3696	222	34	2	2	NUM
epaa-3696	222	35	)	)	PUNCT
epaa-3696	222	36	.	.	PUNCT
epaa-3696	223	1	these	these	DET
epaa-3696	223	2	ratios	ratio	NOUN
epaa-3696	223	3	vary	vary	VERB
epaa-3696	223	4	across	across	ADP
epaa-3696	223	5	states	state	NOUN
epaa-3696	223	6	,	,	PUNCT
epaa-3696	223	7	from	from	ADP
epaa-3696	223	8	a	a	DET
epaa-3696	223	9	high	high	NOUN
epaa-3696	223	10	of	of	ADP
epaa-3696	223	11	24	24	NUM
epaa-3696	223	12	-	-	PUNCT
epaa-3696	223	13	to-1	to-1	PART
epaa-3696	223	14	in	in	ADP
epaa-3696	223	15	california	california	PROPN
epaa-3696	223	16	to	to	ADP
epaa-3696	223	17	a	a	DET
epaa-3696	223	18	low	low	NOUN
epaa-3696	223	19	of	of	ADP
epaa-3696	223	20	11	11	NUM
epaa-3696	223	21	-	-	PUNCT
epaa-3696	223	22	to-1	to-1	NUM
epaa-3696	223	23	in	in	ADP
epaa-3696	223	24	vermont	vermont	PROPN
epaa-3696	223	25	(	(	PUNCT
epaa-3696	223	26	nces	nce	VERB
epaa-3696	223	27	2015d	2015d	NUM
epaa-3696	223	28	)	)	PUNCT
epaa-3696	223	29	.	.	PUNCT
epaa-3696	224	1	nces	nce	VERB
epaa-3696	224	2	pupil	pupil	ADJ
epaa-3696	224	3	-	-	PUNCT
epaa-3696	224	4	teacher	teacher	NOUN
epaa-3696	224	5	ratio	ratio	NOUN
epaa-3696	224	6	projections	projection	NOUN
epaa-3696	224	7	are	be	AUX
epaa-3696	224	8	produced	produce	VERB
epaa-3696	224	9	by	by	ADP
epaa-3696	224	10	modeling	model	VERB
epaa-3696	224	11	both	both	PRON
epaa-3696	224	12	historical	historical	ADJ
epaa-3696	224	13	patterns	pattern	NOUN
epaa-3696	224	14	and	and	CCONJ
epaa-3696	224	15	economic	economic	ADJ
epaa-3696	224	16	conditions	condition	NOUN
epaa-3696	224	17	,	,	PUNCT
epaa-3696	224	18	such	such	ADJ
epaa-3696	224	19	as	as	ADP
epaa-3696	224	20	a	a	DET
epaa-3696	224	21	teacher	teacher	NOUN
epaa-3696	224	22	’s	’s	PART
epaa-3696	224	23	relative	relative	ADJ
epaa-3696	224	24	wage	wage	NOUN
epaa-3696	224	25	compared	compare	VERB
epaa-3696	224	26	to	to	ADP
epaa-3696	224	27	that	that	PRON
epaa-3696	224	28	of	of	ADP
epaa-3696	224	29	other	other	ADJ
epaa-3696	224	30	workers	worker	NOUN
epaa-3696	224	31	and	and	CCONJ
epaa-3696	224	32	state	state	NOUN
epaa-3696	224	33	education	education	NOUN
epaa-3696	224	34	budgets	budget	NOUN
epaa-3696	224	35	,	,	PUNCT
epaa-3696	224	36	to	to	PART
epaa-3696	224	37	determine	determine	VERB
epaa-3696	224	38	the	the	DET
epaa-3696	224	39	relationship	relationship	NOUN
epaa-3696	224	40	between	between	ADP
epaa-3696	224	41	these	these	DET
epaa-3696	224	42	factors	factor	NOUN
epaa-3696	224	43	,	,	PUNCT
epaa-3696	224	44	and	and	CCONJ
epaa-3696	224	45	current	current	ADJ
epaa-3696	224	46	and	and	CCONJ
epaa-3696	224	47	future	future	ADJ
epaa-3696	224	48	pupil	pupil	ADJ
epaa-3696	224	49	-	-	PUNCT
epaa-3696	224	50	teacher	teacher	NOUN
epaa-3696	224	51	ratios	ratio	NOUN
epaa-3696	224	52	(	(	PUNCT
epaa-3696	224	53	hussar	hussar	PROPN
epaa-3696	224	54	&	&	CCONJ
epaa-3696	224	55	bailey	bailey	PROPN
epaa-3696	224	56	,	,	PUNCT
epaa-3696	224	57	2014	2014	NUM
epaa-3696	224	58	)	)	PUNCT
epaa-3696	224	59	.	.	PUNCT
epaa-3696	225	1	the	the	DET
epaa-3696	225	2	nces	nce	NOUN
epaa-3696	225	3	projects	project	VERB
epaa-3696	225	4	that	that	SCONJ
epaa-3696	225	5	pupil	pupil	ADJ
epaa-3696	225	6	-	-	PUNCT
epaa-3696	225	7	teacher	teacher	NOUN
epaa-3696	225	8	ratios	ratio	NOUN
epaa-3696	225	9	will	will	AUX
epaa-3696	225	10	slowly	slowly	ADV
epaa-3696	225	11	dip	dip	VERB
epaa-3696	225	12	downward	downward	ADV
epaa-3696	225	13	to	to	ADP
epaa-3696	225	14	the	the	DET
epaa-3696	225	15	pre	pre	ADJ
epaa-3696	225	16	-	-	ADJ
epaa-3696	225	17	recession	recession	ADJ
epaa-3696	225	18	level	level	NOUN
epaa-3696	225	19	of	of	ADP
epaa-3696	225	20	15.3	15.3	NUM
epaa-3696	225	21	-	-	PUNCT
epaa-3696	225	22	to-1	to-1	NUM
epaa-3696	225	23	by	by	ADP
epaa-3696	225	24	2025	2025	NUM
epaa-3696	225	25	(	(	PUNCT
epaa-3696	225	26	see	see	VERB
epaa-3696	225	27	figure	figure	NOUN
epaa-3696	225	28	2	2	NUM
epaa-3696	225	29	)	)	PUNCT
epaa-3696	225	30	.	.	PUNCT
epaa-3696	226	1	the	the	DET
epaa-3696	226	2	effects	effect	NOUN
epaa-3696	226	3	of	of	ADP
epaa-3696	226	4	such	such	DET
epaa-3696	226	5	a	a	DET
epaa-3696	226	6	decrease	decrease	NOUN
epaa-3696	226	7	on	on	ADP
epaa-3696	226	8	demand	demand	NOUN
epaa-3696	226	9	are	be	AUX
epaa-3696	226	10	significant	significant	ADJ
epaa-3696	226	11	:	:	PUNCT
epaa-3696	226	12	reducing	reduce	VERB
epaa-3696	226	13	the	the	DET
epaa-3696	226	14	pupil	pupil	ADJ
epaa-3696	226	15	-	-	PUNCT
epaa-3696	226	16	teacher	teacher	NOUN
epaa-3696	226	17	ratio	ratio	NOUN
epaa-3696	226	18	from	from	ADP
epaa-3696	226	19	16	16	NUM
epaa-3696	226	20	-	-	PUNCT
epaa-3696	226	21	to-1	to-1	NUM
epaa-3696	226	22	to	to	ADP
epaa-3696	226	23	15.3	15.3	NUM
epaa-3696	226	24	-	-	PUNCT
epaa-3696	226	25	to-1	to-1	PART
epaa-3696	226	26	would	would	AUX
epaa-3696	226	27	require	require	VERB
epaa-3696	226	28	hiring	hire	VERB
epaa-3696	226	29	an	an	DET
epaa-3696	226	30	additional	additional	ADJ
epaa-3696	226	31	145,000	145,000	NUM
epaa-3696	226	32	teachers	teacher	NOUN
epaa-3696	226	33	in	in	ADP
epaa-3696	226	34	total	total	ADJ
epaa-3696	226	35	(	(	PUNCT
epaa-3696	226	36	nces	nce	NOUN
epaa-3696	226	37	,	,	PUNCT
epaa-3696	226	38	2015b	2015b	NUM
epaa-3696	226	39	)	)	PUNCT
epaa-3696	226	40	.	.	PUNCT
epaa-3696	227	1	over	over	ADP
epaa-3696	227	2	a	a	DET
epaa-3696	227	3	period	period	NOUN
epaa-3696	227	4	of	of	ADP
epaa-3696	227	5	eight	eight	NUM
epaa-3696	227	6	years	year	NOUN
epaa-3696	227	7	,	,	PUNCT
epaa-3696	227	8	this	this	DET
epaa-3696	227	9	reduction	reduction	NOUN
epaa-3696	227	10	in	in	ADP
epaa-3696	227	11	the	the	DET
epaa-3696	227	12	pupil	pupil	ADJ
epaa-3696	227	13	-	-	PUNCT
epaa-3696	227	14	teacher	teacher	NOUN
epaa-3696	227	15	ratio	ratio	NOUN
epaa-3696	227	16	would	would	AUX
epaa-3696	227	17	increase	increase	VERB
epaa-3696	227	18	annual	annual	ADJ
epaa-3696	227	19	demand	demand	NOUN
epaa-3696	227	20	by	by	ADP
epaa-3696	227	21	nearly	nearly	ADV
epaa-3696	227	22	20,000	20,000	NUM
epaa-3696	227	23	teachers	teacher	NOUN
epaa-3696	227	24	a	a	DET
epaa-3696	227	25	year	year	NOUN
epaa-3696	227	26	.	.	PUNCT
epaa-3696	228	1	we	we	PRON
epaa-3696	228	2	incorporate	incorporate	VERB
epaa-3696	228	3	this	this	DET
epaa-3696	228	4	increase	increase	NOUN
epaa-3696	228	5	into	into	ADP
epaa-3696	228	6	our	our	PRON
epaa-3696	228	7	demand	demand	NOUN
epaa-3696	228	8	projections	projection	NOUN
epaa-3696	228	9	.	.	PUNCT
epaa-3696	229	1	education	education	NOUN
epaa-3696	229	2	policy	policy	NOUN
epaa-3696	229	3	analysis	analysis	NOUN
epaa-3696	229	4	archives	archive	NOUN
epaa-3696	229	5	vol	vol	NOUN
epaa-3696	229	6	.	.	PUNCT
epaa-3696	230	1	27	27	NUM
epaa-3696	230	2	no	no	NOUN
epaa-3696	230	3	.	.	NOUN
epaa-3696	230	4	35	35	NUM
epaa-3696	230	5	special	special	ADJ
epaa-3696	230	6	issue	issue	NOUN
epaa-3696	230	7	12	12	NUM
epaa-3696	230	8	figure	figure	NOUN
epaa-3696	230	9	2	2	NUM
epaa-3696	230	10	:	:	PUNCT
epaa-3696	230	11	public	public	ADJ
epaa-3696	230	12	school	school	NOUN
epaa-3696	230	13	pupil	pupil	NOUN
epaa-3696	230	14	-	-	PUNCT
epaa-3696	230	15	teacher	teacher	NOUN
epaa-3696	230	16	ratios	ratio	NOUN
epaa-3696	230	17	1985–86	1985–86	VERB
epaa-3696	230	18	to	to	ADP
epaa-3696	230	19	2024–25	2024–25	NUM
epaa-3696	230	20	source	source	NOUN
epaa-3696	230	21	:	:	PUNCT
epaa-3696	230	22	(	(	PUNCT
epaa-3696	230	23	nces	nce	VERB
epaa-3696	230	24	2015b	2015b	NUM
epaa-3696	230	25	)	)	PUNCT
epaa-3696	230	26	attrition	attrition	NOUN
epaa-3696	230	27	.	.	PUNCT
epaa-3696	231	1	the	the	DET
epaa-3696	231	2	final	final	ADJ
epaa-3696	231	3	component	component	NOUN
epaa-3696	231	4	of	of	ADP
epaa-3696	231	5	demand	demand	NOUN
epaa-3696	231	6	for	for	ADP
epaa-3696	231	7	new	new	ADJ
epaa-3696	231	8	hires	hire	NOUN
epaa-3696	231	9	is	be	AUX
epaa-3696	231	10	attrition	attrition	NOUN
epaa-3696	231	11	.	.	PUNCT
epaa-3696	232	1	the	the	DET
epaa-3696	232	2	number	number	NOUN
epaa-3696	232	3	of	of	ADP
epaa-3696	232	4	new	new	ADJ
epaa-3696	232	5	teachers	teacher	NOUN
epaa-3696	232	6	demanded	demand	VERB
epaa-3696	232	7	depends	depend	VERB
epaa-3696	232	8	substantially	substantially	ADV
epaa-3696	232	9	on	on	ADP
epaa-3696	232	10	how	how	SCONJ
epaa-3696	232	11	many	many	ADJ
epaa-3696	232	12	teachers	teacher	NOUN
epaa-3696	232	13	leave	leave	VERB
epaa-3696	232	14	the	the	DET
epaa-3696	232	15	profession	profession	NOUN
epaa-3696	232	16	(	(	PUNCT
epaa-3696	232	17	haggstrom	haggstrom	ADP
epaa-3696	232	18	et	et	PROPN
epaa-3696	232	19	al	al	PROPN
epaa-3696	232	20	.	.	PROPN
epaa-3696	232	21	,	,	PUNCT
epaa-3696	232	22	1988	1988	NUM
epaa-3696	232	23	)	)	PUNCT
epaa-3696	232	24	.	.	PUNCT
epaa-3696	233	1	one	one	NUM
epaa-3696	233	2	form	form	NOUN
epaa-3696	233	3	of	of	ADP
epaa-3696	233	4	departure	departure	NOUN
epaa-3696	233	5	is	be	AUX
epaa-3696	233	6	retirement	retirement	NOUN
epaa-3696	233	7	.	.	PUNCT
epaa-3696	234	1	according	accord	VERB
epaa-3696	234	2	to	to	ADP
epaa-3696	234	3	data	datum	NOUN
epaa-3696	234	4	from	from	ADP
epaa-3696	234	5	the	the	DET
epaa-3696	234	6	schools	school	NOUN
epaa-3696	234	7	and	and	CCONJ
epaa-3696	234	8	staffing	staffing	NOUN
epaa-3696	234	9	survey	survey	PROPN
epaa-3696	234	10	tfs	tfs	PROPN
epaa-3696	234	11	2004	2004	NUM
epaa-3696	234	12	,	,	PUNCT
epaa-3696	234	13	2008	2008	NUM
epaa-3696	234	14	,	,	PUNCT
epaa-3696	234	15	and	and	CCONJ
epaa-3696	234	16	2012	2012	NUM
epaa-3696	234	17	,	,	PUNCT
epaa-3696	234	18	retirements	retirement	NOUN
epaa-3696	234	19	on	on	ADP
epaa-3696	234	20	average	average	ADJ
epaa-3696	234	21	account	account	NOUN
epaa-3696	234	22	for	for	ADP
epaa-3696	234	23	about	about	ADV
epaa-3696	234	24	one	one	NUM
epaa-3696	234	25	-	-	PUNCT
epaa-3696	234	26	third	third	NOUN
epaa-3696	234	27	of	of	ADP
epaa-3696	234	28	leavers	leaver	NOUN
epaa-3696	234	29	.	.	PUNCT
epaa-3696	235	1	preretirement	preretirement	ADJ
epaa-3696	235	2	attrition	attrition	NOUN
epaa-3696	235	3	,	,	PUNCT
epaa-3696	235	4	due	due	ADP
epaa-3696	235	5	to	to	ADP
epaa-3696	235	6	school	school	NOUN
epaa-3696	235	7	staffing	staffing	NOUN
epaa-3696	235	8	decisions	decision	NOUN
epaa-3696	235	9	,	,	PUNCT
epaa-3696	235	10	life	life	NOUN
epaa-3696	235	11	changes	change	NOUN
epaa-3696	235	12	,	,	PUNCT
epaa-3696	235	13	or	or	CCONJ
epaa-3696	235	14	dissatisfactions	dissatisfaction	NOUN
epaa-3696	235	15	with	with	ADP
epaa-3696	235	16	teaching	teaching	NOUN
epaa-3696	235	17	,	,	PUNCT
epaa-3696	235	18	accounts	account	VERB
epaa-3696	235	19	for	for	ADP
epaa-3696	235	20	about	about	ADV
epaa-3696	235	21	two	two	NUM
epaa-3696	235	22	-	-	PUNCT
epaa-3696	235	23	thirds	third	NOUN
epaa-3696	235	24	of	of	ADP
epaa-3696	235	25	all	all	DET
epaa-3696	235	26	attrition	attrition	NOUN
epaa-3696	235	27	and	and	CCONJ
epaa-3696	235	28	is	be	AUX
epaa-3696	235	29	estimated	estimate	VERB
epaa-3696	235	30	to	to	PART
epaa-3696	235	31	have	have	AUX
epaa-3696	235	32	comprised	comprise	VERB
epaa-3696	235	33	around	around	ADV
epaa-3696	235	34	66	66	NUM
epaa-3696	235	35	%	%	NOUN
epaa-3696	235	36	of	of	ADP
epaa-3696	235	37	total	total	ADJ
epaa-3696	235	38	new	new	ADJ
epaa-3696	235	39	demand	demand	NOUN
epaa-3696	235	40	in	in	ADP
epaa-3696	235	41	the	the	DET
epaa-3696	235	42	2015–16	2015–16	NUM
epaa-3696	235	43	school	school	NOUN
epaa-3696	235	44	year	year	NOUN
epaa-3696	235	45	(	(	PUNCT
epaa-3696	235	46	see	see	VERB
epaa-3696	235	47	figure	figure	NOUN
epaa-3696	235	48	3	3	NUM
epaa-3696	235	49	)	)	PUNCT
epaa-3696	235	50	.	.	PUNCT
epaa-3696	236	1	as	as	SCONJ
epaa-3696	236	2	we	we	PRON
epaa-3696	236	3	discuss	discuss	VERB
epaa-3696	236	4	in	in	ADP
epaa-3696	236	5	section	section	NOUN
epaa-3696	236	6	iv	iv	NUM
epaa-3696	236	7	,	,	PUNCT
epaa-3696	236	8	policies	policy	NOUN
epaa-3696	236	9	that	that	PRON
epaa-3696	236	10	change	change	VERB
epaa-3696	236	11	attrition	attrition	NOUN
epaa-3696	236	12	rates	rate	NOUN
epaa-3696	236	13	can	can	AUX
epaa-3696	236	14	greatly	greatly	ADV
epaa-3696	236	15	influence	influence	VERB
epaa-3696	236	16	demand	demand	NOUN
epaa-3696	236	17	and	and	CCONJ
epaa-3696	236	18	the	the	DET
epaa-3696	236	19	extent	extent	NOUN
epaa-3696	236	20	of	of	ADP
epaa-3696	236	21	shortages	shortage	NOUN
epaa-3696	236	22	.	.	PUNCT
epaa-3696	237	1	based	base	VERB
epaa-3696	237	2	on	on	ADP
epaa-3696	237	3	the	the	DET
epaa-3696	237	4	schools	school	NOUN
epaa-3696	237	5	and	and	CCONJ
epaa-3696	237	6	staffing	staffing	NOUN
epaa-3696	237	7	surveys	survey	NOUN
epaa-3696	237	8	(	(	PUNCT
epaa-3696	237	9	sass	sass	NOUN
epaa-3696	237	10	)	)	PUNCT
epaa-3696	237	11	from	from	ADP
epaa-3696	237	12	2011–12	2011–12	PROPN
epaa-3696	237	13	and	and	CCONJ
epaa-3696	237	14	the	the	DET
epaa-3696	237	15	corresponding	correspond	VERB
epaa-3696	237	16	teacher	teacher	NOUN
epaa-3696	237	17	follow	follow	VERB
epaa-3696	237	18	-	-	PUNCT
epaa-3696	237	19	up	up	ADP
epaa-3696	237	20	survey	survey	NOUN
epaa-3696	237	21	(	(	PUNCT
epaa-3696	237	22	tfs	tfs	PROPN
epaa-3696	237	23	)	)	PUNCT
epaa-3696	237	24	from	from	ADP
epaa-3696	237	25	2012–13	2012–13	NUM
epaa-3696	237	26	,	,	PUNCT
epaa-3696	237	27	the	the	DET
epaa-3696	237	28	overall	overall	ADJ
epaa-3696	237	29	public	public	ADJ
epaa-3696	237	30	school	school	NOUN
epaa-3696	237	31	teacher	teacher	NOUN
epaa-3696	237	32	attrition	attrition	NOUN
epaa-3696	237	33	rate	rate	NOUN
epaa-3696	237	34	is	be	AUX
epaa-3696	237	35	calculated	calculate	VERB
epaa-3696	237	36	to	to	PART
epaa-3696	237	37	be	be	AUX
epaa-3696	237	38	7.68	7.68	NUM
epaa-3696	237	39	%	%	NOUN
epaa-3696	237	40	(	(	PUNCT
epaa-3696	237	41	nces	nce	NOUN
epaa-3696	237	42	,	,	PUNCT
epaa-3696	237	43	2013	2013	NUM
epaa-3696	237	44	)	)	PUNCT
epaa-3696	237	45	.	.	PUNCT
epaa-3696	238	1	to	to	PART
epaa-3696	238	2	put	put	VERB
epaa-3696	238	3	this	this	PRON
epaa-3696	238	4	in	in	ADP
epaa-3696	238	5	perspective	perspective	NOUN
epaa-3696	238	6	,	,	PUNCT
epaa-3696	238	7	of	of	ADP
epaa-3696	238	8	the	the	DET
epaa-3696	238	9	3.1	3.1	NUM
epaa-3696	238	10	million	million	NUM
epaa-3696	238	11	fte	fte	NOUN
epaa-3696	238	12	teachers	teacher	NOUN
epaa-3696	238	13	in	in	ADP
epaa-3696	238	14	2011	2011	NUM
epaa-3696	238	15	,	,	PUNCT
epaa-3696	238	16	238,310	238,310	NUM
epaa-3696	238	17	teachers	teacher	NOUN
epaa-3696	238	18	did	do	AUX
epaa-3696	238	19	not	not	PART
epaa-3696	238	20	teach	teach	VERB
epaa-3696	238	21	the	the	DET
epaa-3696	238	22	following	following	ADJ
epaa-3696	238	23	year	year	NOUN
epaa-3696	238	24	.	.	PUNCT
epaa-3696	239	1	in	in	ADP
epaa-3696	239	2	1989	1989	NUM
epaa-3696	239	3	,	,	PUNCT
epaa-3696	239	4	the	the	DET
epaa-3696	239	5	attrition	attrition	NOUN
epaa-3696	239	6	rate	rate	NOUN
epaa-3696	239	7	was	be	AUX
epaa-3696	239	8	below	below	ADP
epaa-3696	239	9	6	6	NUM
epaa-3696	239	10	%	%	NOUN
epaa-3696	239	11	;	;	PUNCT
epaa-3696	239	12	however	however	ADV
epaa-3696	239	13	,	,	PUNCT
epaa-3696	239	14	this	this	DET
epaa-3696	239	15	rate	rate	NOUN
epaa-3696	239	16	climbed	climb	VERB
epaa-3696	239	17	to	to	ADP
epaa-3696	239	18	8.4	8.4	NUM
epaa-3696	239	19	%	%	NOUN
epaa-3696	239	20	in	in	ADP
epaa-3696	239	21	2004	2004	NUM
epaa-3696	239	22	and	and	CCONJ
epaa-3696	239	23	has	have	AUX
epaa-3696	239	24	remained	remain	VERB
epaa-3696	239	25	near	near	ADP
epaa-3696	239	26	8	8	NUM
epaa-3696	239	27	%	%	NOUN
epaa-3696	239	28	since	since	ADV
epaa-3696	239	29	.	.	PUNCT
epaa-3696	240	1	the	the	DET
epaa-3696	240	2	difference	difference	NOUN
epaa-3696	240	3	between	between	ADP
epaa-3696	240	4	a	a	DET
epaa-3696	240	5	6	6	NUM
epaa-3696	240	6	%	%	NOUN
epaa-3696	240	7	and	and	CCONJ
epaa-3696	240	8	8	8	NUM
epaa-3696	240	9	%	%	NOUN
epaa-3696	240	10	attrition	attrition	NOUN
epaa-3696	240	11	rate	rate	NOUN
epaa-3696	240	12	might	might	AUX
epaa-3696	240	13	seem	seem	VERB
epaa-3696	240	14	trivial	trivial	ADJ
epaa-3696	240	15	,	,	PUNCT
epaa-3696	240	16	but	but	CCONJ
epaa-3696	240	17	in	in	ADP
epaa-3696	240	18	2015–16	2015–16	NOUN
epaa-3696	240	19	alone	alone	ADV
epaa-3696	240	20	,	,	PUNCT
epaa-3696	240	21	a	a	DET
epaa-3696	240	22	6	6	NUM
epaa-3696	240	23	%	%	NOUN
epaa-3696	240	24	attrition	attrition	NOUN
epaa-3696	240	25	rate	rate	NOUN
epaa-3696	240	26	would	would	AUX
epaa-3696	240	27	have	have	AUX
epaa-3696	240	28	cut	cut	VERB
epaa-3696	240	29	demand	demand	NOUN
epaa-3696	240	30	by	by	ADP
epaa-3696	240	31	nearly	nearly	ADV
epaa-3696	240	32	25	25	NUM
epaa-3696	240	33	%	%	NOUN
epaa-3696	240	34	,	,	PUNCT
epaa-3696	240	35	eliminating	eliminate	VERB
epaa-3696	240	36	the	the	DET
epaa-3696	240	37	need	need	NOUN
epaa-3696	240	38	to	to	PART
epaa-3696	240	39	replace	replace	VERB
epaa-3696	240	40	approximately	approximately	ADV
epaa-3696	240	41	63,000	63,000	NUM
epaa-3696	240	42	teachers	teacher	NOUN
epaa-3696	240	43	.	.	PUNCT
epaa-3696	241	1	each	each	DET
epaa-3696	241	2	year	year	NOUN
epaa-3696	241	3	,	,	PUNCT
epaa-3696	241	4	different	different	ADJ
epaa-3696	241	5	factors	factor	NOUN
epaa-3696	241	6	contribute	contribute	VERB
epaa-3696	241	7	varying	vary	VERB
epaa-3696	241	8	amounts	amount	NOUN
epaa-3696	241	9	to	to	ADP
epaa-3696	241	10	teacher	teacher	NOUN
epaa-3696	241	11	demand	demand	NOUN
epaa-3696	241	12	.	.	PUNCT
epaa-3696	242	1	for	for	ADP
epaa-3696	242	2	example	example	NOUN
epaa-3696	242	3	,	,	PUNCT
epaa-3696	242	4	in	in	ADP
epaa-3696	242	5	some	some	DET
epaa-3696	242	6	years	year	NOUN
epaa-3696	242	7	,	,	PUNCT
epaa-3696	242	8	student	student	NOUN
epaa-3696	242	9	enrollment	enrollment	NOUN
epaa-3696	242	10	growth	growth	NOUN
epaa-3696	242	11	is	be	AUX
epaa-3696	242	12	responsible	responsible	ADJ
epaa-3696	242	13	for	for	ADP
epaa-3696	242	14	a	a	DET
epaa-3696	242	15	noticeable	noticeable	ADJ
epaa-3696	242	16	portion	portion	NOUN
epaa-3696	242	17	of	of	ADP
epaa-3696	242	18	increased	increase	VERB
epaa-3696	242	19	demand	demand	NOUN
epaa-3696	242	20	,	,	PUNCT
epaa-3696	242	21	while	while	SCONJ
epaa-3696	242	22	in	in	ADP
epaa-3696	242	23	other	other	ADJ
epaa-3696	242	24	years	year	NOUN
epaa-3696	242	25	,	,	PUNCT
epaa-3696	242	26	demand	demand	NOUN
epaa-3696	242	27	is	be	AUX
epaa-3696	242	28	driven	drive	VERB
epaa-3696	242	29	almost	almost	ADV
epaa-3696	242	30	entirely	entirely	ADV
epaa-3696	242	31	by	by	ADP
epaa-3696	242	32	attrition	attrition	NOUN
epaa-3696	242	33	.	.	PUNCT
epaa-3696	243	1	figure	figure	NOUN
epaa-3696	243	2	3	3	NUM
epaa-3696	243	3	shows	show	VERB
epaa-3696	243	4	the	the	DET
epaa-3696	243	5	estimated	estimate	VERB
epaa-3696	243	6	breakdown	breakdown	NOUN
epaa-3696	243	7	of	of	ADP
epaa-3696	243	8	the	the	DET
epaa-3696	243	9	different	different	ADJ
epaa-3696	243	10	components	component	NOUN
epaa-3696	243	11	comprising	comprise	VERB
epaa-3696	243	12	demand	demand	NOUN
epaa-3696	243	13	in	in	ADP
epaa-3696	243	14	2012	2012	NUM
epaa-3696	243	15	,	,	PUNCT
epaa-3696	243	16	2016	2016	NUM
epaa-3696	243	17	,	,	PUNCT
epaa-3696	243	18	and	and	CCONJ
epaa-3696	243	19	2020	2020	NUM
epaa-3696	243	20	.	.	PUNCT
epaa-3696	244	1	in	in	ADP
epaa-3696	244	2	each	each	PRON
epaa-3696	244	3	of	of	ADP
epaa-3696	244	4	these	these	DET
epaa-3696	244	5	years	year	NOUN
epaa-3696	244	6	,	,	PUNCT
epaa-3696	244	7	the	the	DET
epaa-3696	244	8	largest	large	ADJ
epaa-3696	244	9	portion	portion	NOUN
epaa-3696	244	10	of	of	ADP
epaa-3696	244	11	demand	demand	NOUN
epaa-3696	244	12	is	be	AUX
epaa-3696	244	13	driven	drive	VERB
epaa-3696	244	14	by	by	ADP
epaa-3696	244	15	preretirement	preretirement	ADJ
epaa-3696	244	16	attrition	attrition	NOUN
epaa-3696	244	17	.	.	PUNCT
epaa-3696	245	1	an	an	DET
epaa-3696	245	2	analysis	analysis	NOUN
epaa-3696	245	3	of	of	ADP
epaa-3696	245	4	teacher	teacher	NOUN
epaa-3696	245	5	supply	supply	NOUN
epaa-3696	245	6	and	and	CCONJ
epaa-3696	245	7	demand	demand	NOUN
epaa-3696	245	8	in	in	ADP
epaa-3696	245	9	the	the	DET
epaa-3696	245	10	united	united	PROPN
epaa-3696	245	11	states	states	PROPN
epaa-3696	245	12	13	13	NUM
epaa-3696	245	13	figure	figure	NOUN
epaa-3696	245	14	3	3	NUM
epaa-3696	245	15	:	:	PUNCT
epaa-3696	245	16	components	component	NOUN
epaa-3696	245	17	of	of	ADP
epaa-3696	245	18	teacher	teacher	NOUN
epaa-3696	245	19	demand	demand	NOUN
epaa-3696	245	20	source	source	NOUN
epaa-3696	245	21	:	:	PUNCT
epaa-3696	245	22	(	(	PUNCT
epaa-3696	245	23	nces	nce	NOUN
epaa-3696	245	24	,	,	PUNCT
epaa-3696	245	25	2004	2004	NUM
epaa-3696	245	26	,	,	PUNCT
epaa-3696	245	27	2005	2005	NUM
epaa-3696	245	28	,	,	PUNCT
epaa-3696	245	29	2008	2008	NUM
epaa-3696	245	30	,	,	PUNCT
epaa-3696	245	31	2009	2009	NUM
epaa-3696	245	32	,	,	PUNCT
epaa-3696	245	33	2012a	2012a	NUM
epaa-3696	245	34	,	,	PUNCT
epaa-3696	245	35	2013	2013	NUM
epaa-3696	245	36	2014b	2014b	NUM
epaa-3696	245	37	,	,	PUNCT
epaa-3696	245	38	2015b	2015b	NUM
epaa-3696	245	39	)	)	PUNCT
epaa-3696	245	40	modeling	model	VERB
epaa-3696	245	41	teacher	teacher	NOUN
epaa-3696	245	42	demand	demand	NOUN
epaa-3696	245	43	since	since	SCONJ
epaa-3696	245	44	2013	2013	NUM
epaa-3696	245	45	-	-	SYM
epaa-3696	245	46	14	14	NUM
epaa-3696	245	47	,	,	PUNCT
epaa-3696	245	48	all	all	PRON
epaa-3696	245	49	of	of	ADP
epaa-3696	245	50	the	the	DET
epaa-3696	245	51	above	above	ADJ
epaa-3696	245	52	mentioned	mention	VERB
epaa-3696	245	53	factors	factor	NOUN
epaa-3696	245	54	have	have	AUX
epaa-3696	245	55	played	play	VERB
epaa-3696	245	56	a	a	DET
epaa-3696	245	57	role	role	NOUN
epaa-3696	245	58	in	in	ADP
epaa-3696	245	59	boosting	boost	VERB
epaa-3696	245	60	teacher	teacher	NOUN
epaa-3696	245	61	demand	demand	NOUN
epaa-3696	245	62	.	.	PUNCT
epaa-3696	246	1	student	student	NOUN
epaa-3696	246	2	enrollment	enrollment	NOUN
epaa-3696	246	3	is	be	AUX
epaa-3696	246	4	on	on	ADP
epaa-3696	246	5	the	the	DET
epaa-3696	246	6	rise	rise	NOUN
epaa-3696	246	7	,	,	PUNCT
epaa-3696	246	8	and	and	CCONJ
epaa-3696	246	9	if	if	SCONJ
epaa-3696	246	10	economic	economic	ADJ
epaa-3696	246	11	conditions	condition	NOUN
epaa-3696	246	12	hold	hold	VERB
epaa-3696	246	13	firm	firm	ADJ
epaa-3696	246	14	,	,	PUNCT
epaa-3696	246	15	class	class	NOUN
epaa-3696	246	16	sizes	size	NOUN
epaa-3696	246	17	are	be	AUX
epaa-3696	246	18	predicted	predict	VERB
epaa-3696	246	19	to	to	PART
epaa-3696	246	20	decrease	decrease	VERB
epaa-3696	246	21	as	as	SCONJ
epaa-3696	246	22	districts	district	NOUN
epaa-3696	246	23	move	move	VERB
epaa-3696	246	24	toward	toward	ADP
epaa-3696	246	25	pre	pre	ADJ
epaa-3696	246	26	-	-	ADJ
epaa-3696	246	27	recession	recession	ADJ
epaa-3696	246	28	class	class	NOUN
epaa-3696	246	29	offerings	offering	NOUN
epaa-3696	246	30	and	and	CCONJ
epaa-3696	246	31	teacher	teacher	NOUN
epaa-3696	246	32	workloads	workload	NOUN
epaa-3696	246	33	.	.	PUNCT
epaa-3696	247	1	furthermore	furthermore	ADV
epaa-3696	247	2	,	,	PUNCT
epaa-3696	247	3	attrition	attrition	NOUN
epaa-3696	247	4	remains	remain	VERB
epaa-3696	247	5	at	at	ADP
epaa-3696	247	6	relatively	relatively	ADV
epaa-3696	247	7	high	high	ADJ
epaa-3696	247	8	rates	rate	NOUN
epaa-3696	247	9	with	with	ADP
epaa-3696	247	10	little	little	ADJ
epaa-3696	247	11	indication	indication	NOUN
epaa-3696	247	12	of	of	ADP
epaa-3696	247	13	any	any	DET
epaa-3696	247	14	change	change	NOUN
epaa-3696	247	15	to	to	PART
epaa-3696	247	16	come	come	VERB
epaa-3696	247	17	in	in	ADP
epaa-3696	247	18	the	the	DET
epaa-3696	247	19	near	near	ADJ
epaa-3696	247	20	future	future	NOUN
epaa-3696	247	21	.	.	PUNCT
epaa-3696	248	1	our	our	PRON
epaa-3696	248	2	overall	overall	ADJ
epaa-3696	248	3	methodological	methodological	ADJ
epaa-3696	248	4	approach	approach	NOUN
epaa-3696	248	5	comprises	comprise	VERB
epaa-3696	248	6	four	four	NUM
epaa-3696	248	7	steps	step	NOUN
epaa-3696	248	8	:	:	PUNCT
epaa-3696	248	9	(	(	PUNCT
epaa-3696	248	10	1	1	X
epaa-3696	248	11	)	)	PUNCT
epaa-3696	248	12	estimate	estimate	VERB
epaa-3696	248	13	the	the	DET
epaa-3696	248	14	increase	increase	NOUN
epaa-3696	248	15	or	or	CCONJ
epaa-3696	248	16	decrease	decrease	NOUN
epaa-3696	248	17	in	in	ADP
epaa-3696	248	18	the	the	DET
epaa-3696	248	19	necessary	necessary	ADJ
epaa-3696	248	20	number	number	NOUN
epaa-3696	248	21	of	of	ADP
epaa-3696	248	22	public	public	ADJ
epaa-3696	248	23	school	school	NOUN
epaa-3696	248	24	teachers	teacher	NOUN
epaa-3696	248	25	to	to	PART
epaa-3696	248	26	educate	educate	VERB
epaa-3696	248	27	all	all	DET
epaa-3696	248	28	students	student	NOUN
epaa-3696	248	29	between	between	ADP
epaa-3696	248	30	2011–12	2011–12	PROPN
epaa-3696	248	31	and	and	CCONJ
epaa-3696	248	32	2012–13	2012–13	NUM
epaa-3696	248	33	,	,	PUNCT
epaa-3696	248	34	using	use	VERB
epaa-3696	248	35	the	the	DET
epaa-3696	248	36	nces	nce	NOUN
epaa-3696	248	37	workforce	workforce	NOUN
epaa-3696	248	38	projections	projection	NOUN
epaa-3696	248	39	.	.	PUNCT
epaa-3696	249	1	it	it	PRON
epaa-3696	249	2	is	be	AUX
epaa-3696	249	3	worth	worth	ADJ
epaa-3696	249	4	noting	note	VERB
epaa-3696	249	5	these	these	DET
epaa-3696	249	6	estimates	estimate	NOUN
epaa-3696	249	7	account	account	VERB
epaa-3696	249	8	for	for	ADP
epaa-3696	249	9	only	only	ADJ
epaa-3696	249	10	student	student	NOUN
epaa-3696	249	11	enrollment	enrollment	NOUN
epaa-3696	249	12	,	,	PUNCT
epaa-3696	249	13	pupil	pupil	ADJ
epaa-3696	249	14	-	-	PUNCT
epaa-3696	249	15	teacher	teacher	NOUN
epaa-3696	249	16	ratio	ratio	NOUN
epaa-3696	249	17	,	,	PUNCT
epaa-3696	249	18	and	and	CCONJ
epaa-3696	249	19	the	the	DET
epaa-3696	249	20	subsidiary	subsidiary	NOUN
epaa-3696	249	21	factors	factor	NOUN
epaa-3696	249	22	that	that	PRON
epaa-3696	249	23	are	be	AUX
epaa-3696	249	24	used	use	VERB
epaa-3696	249	25	to	to	PART
epaa-3696	249	26	calculate	calculate	VERB
epaa-3696	249	27	those	those	DET
epaa-3696	249	28	figures	figure	NOUN
epaa-3696	249	29	,	,	PUNCT
epaa-3696	249	30	such	such	ADJ
epaa-3696	249	31	as	as	ADP
epaa-3696	249	32	birthrates	birthrate	NOUN
epaa-3696	249	33	,	,	PUNCT
epaa-3696	249	34	migration	migration	NOUN
epaa-3696	249	35	,	,	PUNCT
epaa-3696	249	36	immigration	immigration	NOUN
epaa-3696	249	37	,	,	PUNCT
epaa-3696	249	38	and	and	CCONJ
epaa-3696	249	39	current	current	ADJ
epaa-3696	249	40	school	school	NOUN
epaa-3696	249	41	budget	budget	NOUN
epaa-3696	249	42	—	—	PUNCT
epaa-3696	249	43	all	all	PRON
epaa-3696	249	44	assumed	assume	VERB
epaa-3696	249	45	to	to	PART
epaa-3696	249	46	continue	continue	VERB
epaa-3696	249	47	with	with	ADP
epaa-3696	249	48	similar	similar	ADJ
epaa-3696	249	49	trends	trend	NOUN
epaa-3696	249	50	in	in	ADP
epaa-3696	249	51	the	the	DET
epaa-3696	249	52	projected	project	VERB
epaa-3696	249	53	period	period	NOUN
epaa-3696	249	54	.	.	PUNCT
epaa-3696	250	1	they	they	PRON
epaa-3696	250	2	do	do	AUX
epaa-3696	250	3	not	not	PART
epaa-3696	250	4	account	account	VERB
epaa-3696	250	5	for	for	ADP
epaa-3696	250	6	exogenous	exogenous	ADJ
epaa-3696	250	7	shocks	shock	NOUN
epaa-3696	250	8	that	that	PRON
epaa-3696	250	9	could	could	AUX
epaa-3696	250	10	take	take	VERB
epaa-3696	250	11	place	place	NOUN
epaa-3696	250	12	in	in	ADP
epaa-3696	250	13	the	the	DET
epaa-3696	250	14	future	future	NOUN
epaa-3696	250	15	,	,	PUNCT
epaa-3696	250	16	such	such	ADJ
epaa-3696	250	17	as	as	ADP
epaa-3696	250	18	a	a	DET
epaa-3696	250	19	sudden	sudden	ADJ
epaa-3696	250	20	recession	recession	NOUN
epaa-3696	250	21	or	or	CCONJ
epaa-3696	250	22	a	a	DET
epaa-3696	250	23	shift	shift	NOUN
epaa-3696	250	24	in	in	ADP
epaa-3696	250	25	education	education	NOUN
epaa-3696	250	26	policy	policy	NOUN
epaa-3696	250	27	that	that	PRON
epaa-3696	250	28	funds	fund	VERB
epaa-3696	250	29	smaller	small	ADJ
epaa-3696	250	30	class	class	NOUN
epaa-3696	250	31	sizes	size	NOUN
epaa-3696	250	32	.	.	PUNCT
epaa-3696	251	1	in	in	ADP
epaa-3696	251	2	all	all	PRON
epaa-3696	251	3	,	,	PUNCT
epaa-3696	251	4	these	these	DET
epaa-3696	251	5	projections	projection	NOUN
epaa-3696	251	6	are	be	AUX
epaa-3696	251	7	assuming	assume	VERB
epaa-3696	251	8	the	the	DET
epaa-3696	251	9	continuation	continuation	NOUN
epaa-3696	251	10	of	of	ADP
epaa-3696	251	11	conditions	condition	NOUN
epaa-3696	251	12	in	in	ADP
epaa-3696	251	13	the	the	DET
epaa-3696	251	14	current	current	ADJ
epaa-3696	251	15	period	period	NOUN
epaa-3696	251	16	.	.	PUNCT
epaa-3696	252	1	(	(	PUNCT
epaa-3696	252	2	2	2	X
epaa-3696	252	3	)	)	PUNCT
epaa-3696	252	4	estimate	estimate	NOUN
epaa-3696	252	5	the	the	DET
epaa-3696	252	6	number	number	NOUN
epaa-3696	252	7	of	of	ADP
epaa-3696	252	8	teachers	teacher	NOUN
epaa-3696	252	9	who	who	PRON
epaa-3696	252	10	left	leave	VERB
epaa-3696	252	11	the	the	DET
epaa-3696	252	12	classroom	classroom	NOUN
epaa-3696	252	13	between	between	ADP
epaa-3696	252	14	2011–12	2011–12	PROPN
epaa-3696	252	15	and	and	CCONJ
epaa-3696	252	16	2012	2012	NUM
epaa-3696	252	17	–	–	PUNCT
epaa-3696	252	18	13	13	NUM
epaa-3696	252	19	—	—	PUNCT
epaa-3696	252	20	vacancies	vacancy	NOUN
epaa-3696	252	21	created	create	VERB
epaa-3696	252	22	due	due	ADP
epaa-3696	252	23	to	to	ADP
epaa-3696	252	24	attrition	attrition	NOUN
epaa-3696	252	25	.	.	PUNCT
epaa-3696	253	1	in	in	ADP
epaa-3696	253	2	order	order	NOUN
epaa-3696	253	3	to	to	PART
epaa-3696	253	4	better	well	ADV
epaa-3696	253	5	estimate	estimate	VERB
epaa-3696	253	6	the	the	DET
epaa-3696	253	7	number	number	NOUN
epaa-3696	253	8	of	of	ADP
epaa-3696	253	9	teachers	teacher	NOUN
epaa-3696	253	10	who	who	PRON
epaa-3696	253	11	left	leave	VERB
epaa-3696	253	12	in	in	ADP
epaa-3696	253	13	a	a	DET
epaa-3696	253	14	given	give	VERB
epaa-3696	253	15	year	year	NOUN
epaa-3696	253	16	,	,	PUNCT
epaa-3696	253	17	it	it	PRON
epaa-3696	253	18	is	be	AUX
epaa-3696	253	19	important	important	ADJ
epaa-3696	253	20	to	to	PART
epaa-3696	253	21	differentiate	differentiate	VERB
epaa-3696	253	22	teachers	teacher	NOUN
epaa-3696	253	23	by	by	ADP
epaa-3696	253	24	shared	shared	ADJ
epaa-3696	253	25	characteristics	characteristic	NOUN
epaa-3696	253	26	,	,	PUNCT
epaa-3696	253	27	because	because	SCONJ
epaa-3696	253	28	a	a	DET
epaa-3696	253	29	first	first	ADJ
epaa-3696	253	30	-	-	PUNCT
epaa-3696	253	31	year	year	NOUN
epaa-3696	253	32	teacher	teacher	NOUN
epaa-3696	253	33	will	will	AUX
epaa-3696	253	34	not	not	PART
epaa-3696	253	35	leave	leave	VERB
epaa-3696	253	36	at	at	ADP
epaa-3696	253	37	the	the	DET
epaa-3696	253	38	same	same	ADJ
epaa-3696	253	39	rate	rate	NOUN
epaa-3696	253	40	as	as	ADP
epaa-3696	253	41	a	a	DET
epaa-3696	253	42	teacher	teacher	NOUN
epaa-3696	253	43	in	in	ADP
epaa-3696	253	44	her	she	PRON
epaa-3696	253	45	or	or	CCONJ
epaa-3696	253	46	his	his	PRON
epaa-3696	253	47	10th	10th	ADJ
epaa-3696	253	48	year	year	NOUN
epaa-3696	253	49	.	.	PUNCT
epaa-3696	254	1	this	this	DET
epaa-3696	254	2	paper	paper	NOUN
epaa-3696	254	3	assumes	assume	VERB
epaa-3696	254	4	that	that	SCONJ
epaa-3696	254	5	teachers	teacher	NOUN
epaa-3696	254	6	with	with	ADP
epaa-3696	254	7	similar	similar	ADJ
epaa-3696	254	8	levels	level	NOUN
epaa-3696	254	9	of	of	ADP
epaa-3696	254	10	experience	experience	NOUN
epaa-3696	254	11	will	will	AUX
epaa-3696	254	12	exit	exit	VERB
epaa-3696	254	13	the	the	DET
epaa-3696	254	14	teaching	teaching	NOUN
epaa-3696	254	15	workforce	workforce	NOUN
epaa-3696	254	16	at	at	ADP
epaa-3696	254	17	similar	similar	ADJ
epaa-3696	254	18	rates	rate	NOUN
epaa-3696	254	19	.	.	PUNCT
epaa-3696	255	1	(	(	PUNCT
epaa-3696	255	2	3	3	X
epaa-3696	255	3	)	)	PUNCT
epaa-3696	255	4	combine	combine	VERB
epaa-3696	255	5	the	the	DET
epaa-3696	255	6	change	change	NOUN
epaa-3696	255	7	in	in	ADP
epaa-3696	255	8	total	total	ADJ
epaa-3696	255	9	teachers	teacher	NOUN
epaa-3696	255	10	demanded	demand	VERB
epaa-3696	255	11	in	in	ADP
epaa-3696	255	12	step	step	NOUN
epaa-3696	255	13	1	1	NUM
epaa-3696	255	14	with	with	ADP
epaa-3696	255	15	the	the	DET
epaa-3696	255	16	number	number	NOUN
epaa-3696	255	17	of	of	ADP
epaa-3696	255	18	teachers	teacher	NOUN
epaa-3696	255	19	who	who	PRON
epaa-3696	255	20	left	leave	VERB
epaa-3696	255	21	the	the	DET
epaa-3696	255	22	classroom	classroom	NOUN
epaa-3696	255	23	and	and	CCONJ
epaa-3696	255	24	need	need	VERB
epaa-3696	255	25	to	to	PART
epaa-3696	255	26	be	be	AUX
epaa-3696	255	27	replaced	replace	VERB
epaa-3696	255	28	in	in	ADP
epaa-3696	255	29	step	step	NOUN
epaa-3696	255	30	2	2	NUM
epaa-3696	255	31	to	to	PART
epaa-3696	255	32	calculate	calculate	VERB
epaa-3696	255	33	the	the	DET
epaa-3696	255	34	demanded	demand	VERB
epaa-3696	255	35	hires	hire	NOUN
epaa-3696	255	36	in	in	ADP
epaa-3696	255	37	2012	2012	NUM
epaa-3696	255	38	–	–	PUNCT
epaa-3696	255	39	13	13	NUM
epaa-3696	255	40	.	.	PUNCT
epaa-3696	256	1	in	in	ADP
epaa-3696	256	2	this	this	DET
epaa-3696	256	3	step	step	NOUN
epaa-3696	256	4	,	,	PUNCT
epaa-3696	256	5	because	because	SCONJ
epaa-3696	256	6	another	another	DET
epaa-3696	256	7	school	school	NOUN
epaa-3696	256	8	year	year	NOUN
epaa-3696	256	9	has	have	AUX
epaa-3696	256	10	passed	pass	VERB
epaa-3696	256	11	,	,	PUNCT
epaa-3696	256	12	teachers	teacher	NOUN
epaa-3696	256	13	must	must	AUX
epaa-3696	256	14	advance	advance	VERB
epaa-3696	256	15	by	by	ADP
epaa-3696	256	16	one	one	NUM
epaa-3696	256	17	year	year	NOUN
epaa-3696	256	18	in	in	ADP
epaa-3696	256	19	the	the	DET
epaa-3696	256	20	experience	experience	NOUN
epaa-3696	256	21	distribution	distribution	NOUN
epaa-3696	256	22	.	.	PUNCT
epaa-3696	257	1	each	each	DET
epaa-3696	257	2	teacher	teacher	NOUN
epaa-3696	257	3	is	be	AUX
epaa-3696	257	4	moved	move	VERB
epaa-3696	257	5	up	up	ADV
epaa-3696	257	6	one	one	NUM
epaa-3696	257	7	experience	experience	NOUN
epaa-3696	257	8	category	category	NOUN
epaa-3696	257	9	,	,	PUNCT
epaa-3696	257	10	with	with	SCONJ
epaa-3696	257	11	teachers	teacher	NOUN
epaa-3696	257	12	with	with	ADP
epaa-3696	257	13	40	40	NUM
epaa-3696	257	14	years	year	NOUN
epaa-3696	257	15	of	of	ADP
epaa-3696	257	16	experience	experience	NOUN
epaa-3696	257	17	being	be	AUX
epaa-3696	257	18	moved	move	VERB
epaa-3696	257	19	to	to	ADP
epaa-3696	257	20	the	the	DET
epaa-3696	257	21	over	over	ADP
epaa-3696	257	22	40	40	NUM
epaa-3696	257	23	years	year	NOUN
epaa-3696	257	24	of	of	ADP
epaa-3696	257	25	experience	experience	NOUN
epaa-3696	257	26	category	category	NOUN
epaa-3696	257	27	.	.	PUNCT
epaa-3696	258	1	by	by	ADP
epaa-3696	258	2	shifting	shift	VERB
epaa-3696	258	3	these	these	DET
epaa-3696	258	4	teachers	teacher	NOUN
epaa-3696	258	5	’	'	PUNCT
epaa-3696	258	6	experience	experience	NOUN
epaa-3696	258	7	by	by	ADP
epaa-3696	258	8	one	one	NUM
epaa-3696	258	9	year	year	NOUN
epaa-3696	258	10	,	,	PUNCT
epaa-3696	258	11	there	there	PRON
epaa-3696	258	12	are	be	VERB
epaa-3696	258	13	no	no	DET
epaa-3696	258	14	new	new	ADJ
epaa-3696	258	15	teachers	teacher	NOUN
epaa-3696	258	16	.	.	PUNCT
epaa-3696	259	1	it	it	PRON
epaa-3696	259	2	would	would	AUX
epaa-3696	259	3	be	be	AUX
epaa-3696	259	4	easy	easy	ADJ
epaa-3696	259	5	to	to	PART
epaa-3696	259	6	fill	fill	VERB
epaa-3696	259	7	this	this	DET
epaa-3696	259	8	empty	empty	ADJ
epaa-3696	259	9	value	value	NOUN
epaa-3696	259	10	education	education	NOUN
epaa-3696	259	11	policy	policy	NOUN
epaa-3696	259	12	analysis	analysis	NOUN
epaa-3696	259	13	archives	archive	NOUN
epaa-3696	259	14	vol	vol	NOUN
epaa-3696	259	15	.	.	PUNCT
epaa-3696	260	1	27	27	NUM
epaa-3696	261	1	no	no	NOUN
epaa-3696	261	2	.	.	NOUN
epaa-3696	261	3	35	35	NUM
epaa-3696	261	4	special	special	ADJ
epaa-3696	261	5	issue	issue	NOUN
epaa-3696	261	6	14	14	NUM
epaa-3696	261	7	if	if	SCONJ
epaa-3696	261	8	all	all	DET
epaa-3696	261	9	new	new	ADJ
epaa-3696	261	10	hires	hire	NOUN
epaa-3696	261	11	were	be	AUX
epaa-3696	261	12	first	first	ADJ
epaa-3696	261	13	-	-	PUNCT
epaa-3696	261	14	year	year	NOUN
epaa-3696	261	15	teachers	teacher	NOUN
epaa-3696	261	16	;	;	PUNCT
epaa-3696	261	17	however	however	ADV
epaa-3696	261	18	,	,	PUNCT
epaa-3696	261	19	many	many	ADJ
epaa-3696	261	20	new	new	ADJ
epaa-3696	261	21	hires	hire	NOUN
epaa-3696	261	22	are	be	AUX
epaa-3696	261	23	actually	actually	ADV
epaa-3696	261	24	re	re	NOUN
epaa-3696	261	25	-	-	NOUN
epaa-3696	261	26	entrants	entrant	NOUN
epaa-3696	261	27	and	and	CCONJ
epaa-3696	261	28	have	have	VERB
epaa-3696	261	29	prior	prior	ADJ
epaa-3696	261	30	teaching	teach	VERB
epaa-3696	261	31	experience	experience	NOUN
epaa-3696	261	32	.	.	PUNCT
epaa-3696	262	1	in	in	ADP
epaa-3696	262	2	order	order	NOUN
epaa-3696	262	3	to	to	PART
epaa-3696	262	4	appropriately	appropriately	ADV
epaa-3696	262	5	account	account	VERB
epaa-3696	262	6	for	for	ADP
epaa-3696	262	7	the	the	DET
epaa-3696	262	8	different	different	ADJ
epaa-3696	262	9	experience	experience	NOUN
epaa-3696	262	10	levels	level	NOUN
epaa-3696	262	11	of	of	ADP
epaa-3696	262	12	new	new	ADJ
epaa-3696	262	13	hires	hire	NOUN
epaa-3696	262	14	,	,	PUNCT
epaa-3696	262	15	using	use	VERB
epaa-3696	262	16	the	the	DET
epaa-3696	262	17	sass	sass	NOUN
epaa-3696	262	18	2011–12	2011–12	PROPN
epaa-3696	262	19	public	public	ADJ
epaa-3696	262	20	school	school	NOUN
epaa-3696	262	21	teacher	teacher	NOUN
epaa-3696	262	22	data	datum	NOUN
epaa-3696	262	23	file	file	NOUN
epaa-3696	262	24	,	,	PUNCT
epaa-3696	262	25	the	the	DET
epaa-3696	262	26	experience	experience	NOUN
epaa-3696	262	27	distribution	distribution	NOUN
epaa-3696	262	28	of	of	ADP
epaa-3696	262	29	new	new	ADJ
epaa-3696	262	30	teachers	teacher	NOUN
epaa-3696	262	31	is	be	AUX
epaa-3696	262	32	applied	apply	VERB
epaa-3696	262	33	to	to	ADP
epaa-3696	262	34	the	the	DET
epaa-3696	262	35	estimated	estimate	VERB
epaa-3696	262	36	new	new	ADJ
epaa-3696	262	37	teacher	teacher	NOUN
epaa-3696	262	38	hires	hire	VERB
epaa-3696	262	39	from	from	ADP
epaa-3696	262	40	the	the	DET
epaa-3696	262	41	prior	prior	ADJ
epaa-3696	262	42	year	year	NOUN
epaa-3696	262	43	.	.	PUNCT
epaa-3696	263	1	(	(	PUNCT
epaa-3696	263	2	4	4	X
epaa-3696	263	3	)	)	PUNCT
epaa-3696	263	4	repeat	repeat	NOUN
epaa-3696	263	5	for	for	ADP
epaa-3696	263	6	years	year	NOUN
epaa-3696	263	7	2014	2014	NUM
epaa-3696	263	8	to	to	ADP
epaa-3696	263	9	2025	2025	NUM
epaa-3696	263	10	,	,	PUNCT
epaa-3696	263	11	assuming	assume	VERB
epaa-3696	263	12	trends	trend	NOUN
epaa-3696	263	13	affecting	affect	VERB
epaa-3696	263	14	public	public	ADJ
epaa-3696	263	15	school	school	NOUN
epaa-3696	263	16	enrollment	enrollment	NOUN
epaa-3696	263	17	(	(	PUNCT
epaa-3696	263	18	e.g.	e.g.	ADV
epaa-3696	263	19	,	,	PUNCT
epaa-3696	263	20	birthrates	birthrate	NOUN
epaa-3696	263	21	,	,	PUNCT
epaa-3696	263	22	immigration	immigration	NOUN
epaa-3696	263	23	,	,	PUNCT
epaa-3696	263	24	and	and	CCONJ
epaa-3696	263	25	grade	grade	NOUN
epaa-3696	263	26	progression	progression	NOUN
epaa-3696	263	27	rates	rate	NOUN
epaa-3696	263	28	)	)	PUNCT
epaa-3696	263	29	,	,	PUNCT
epaa-3696	263	30	teacher	teacher	NOUN
epaa-3696	263	31	wages	wage	NOUN
epaa-3696	263	32	and	and	CCONJ
epaa-3696	263	33	education	education	NOUN
epaa-3696	263	34	revenue	revenue	NOUN
epaa-3696	263	35	,	,	PUNCT
epaa-3696	263	36	teacher	teacher	NOUN
epaa-3696	263	37	experience	experience	NOUN
epaa-3696	263	38	-	-	PUNCT
epaa-3696	263	39	based	base	VERB
epaa-3696	263	40	continuation	continuation	NOUN
epaa-3696	263	41	rates	rate	NOUN
epaa-3696	263	42	,	,	PUNCT
epaa-3696	263	43	the	the	DET
epaa-3696	263	44	experience	experience	NOUN
epaa-3696	263	45	distribution	distribution	NOUN
epaa-3696	263	46	for	for	ADP
epaa-3696	263	47	newly	newly	ADV
epaa-3696	263	48	hired	hire	VERB
epaa-3696	263	49	teachers	teacher	NOUN
epaa-3696	263	50	,	,	PUNCT
epaa-3696	263	51	and	and	CCONJ
epaa-3696	263	52	general	general	ADJ
epaa-3696	263	53	economic	economic	ADJ
epaa-3696	263	54	and	and	CCONJ
epaa-3696	263	55	political	political	ADJ
epaa-3696	263	56	conditions	condition	NOUN
epaa-3696	263	57	remain	remain	VERB
epaa-3696	263	58	similar	similar	ADJ
epaa-3696	263	59	during	during	ADP
epaa-3696	263	60	the	the	DET
epaa-3696	263	61	projected	project	VERB
epaa-3696	263	62	period	period	NOUN
epaa-3696	263	63	.	.	PUNCT
epaa-3696	264	1	experience	experience	NOUN
epaa-3696	264	2	-	-	PUNCT
epaa-3696	264	3	based	base	VERB
epaa-3696	264	4	continuation	continuation	NOUN
epaa-3696	264	5	rates	rate	NOUN
epaa-3696	264	6	are	be	AUX
epaa-3696	264	7	exponentially	exponentially	ADV
epaa-3696	264	8	smoothed	smooth	VERB
epaa-3696	264	9	into	into	ADP
epaa-3696	264	10	the	the	DET
epaa-3696	264	11	future	future	NOUN
epaa-3696	264	12	to	to	PART
epaa-3696	264	13	appropriately	appropriately	ADV
epaa-3696	264	14	weight	weight	VERB
epaa-3696	264	15	each	each	DET
epaa-3696	264	16	year	year	NOUN
epaa-3696	264	17	of	of	ADP
epaa-3696	264	18	observed	observed	ADJ
epaa-3696	264	19	data	datum	NOUN
epaa-3696	264	20	.	.	PUNCT
epaa-3696	265	1	the	the	DET
epaa-3696	265	2	most	most	ADV
epaa-3696	265	3	recent	recent	ADJ
epaa-3696	265	4	data	datum	NOUN
epaa-3696	265	5	are	be	AUX
epaa-3696	265	6	weighed	weigh	VERB
epaa-3696	265	7	most	most	ADV
epaa-3696	265	8	heavily	heavily	ADV
epaa-3696	265	9	,	,	PUNCT
epaa-3696	265	10	with	with	ADP
epaa-3696	265	11	exponentially	exponentially	ADV
epaa-3696	265	12	diminishing	diminish	VERB
epaa-3696	265	13	value	value	NOUN
epaa-3696	265	14	given	give	VERB
epaa-3696	265	15	to	to	ADP
epaa-3696	265	16	the	the	DET
epaa-3696	265	17	older	old	ADJ
epaa-3696	265	18	observed	observed	ADJ
epaa-3696	265	19	data	datum	NOUN
epaa-3696	265	20	from	from	ADP
epaa-3696	265	21	the	the	DET
epaa-3696	265	22	sass	sass	ADJ
epaa-3696	265	23	2008–09	2008–09	NOUN
epaa-3696	265	24	tfs	tfs	NOUN
epaa-3696	265	25	and	and	CCONJ
epaa-3696	265	26	sass	sass	VERB
epaa-3696	265	27	2004–05	2004–05	NUM
epaa-3696	265	28	tfs	tfs	NOUN
epaa-3696	265	29	.	.	PUNCT
epaa-3696	266	1	this	this	DET
epaa-3696	266	2	process	process	NOUN
epaa-3696	266	3	yields	yield	VERB
epaa-3696	266	4	projected	project	VERB
epaa-3696	266	5	teacher	teacher	NOUN
epaa-3696	266	6	demand	demand	NOUN
epaa-3696	266	7	estimates	estimate	VERB
epaa-3696	266	8	to	to	ADP
epaa-3696	266	9	2024–25	2024–25	NUM
epaa-3696	266	10	.	.	PUNCT
epaa-3696	267	1	the	the	DET
epaa-3696	267	2	main	main	ADJ
epaa-3696	267	3	limitation	limitation	NOUN
epaa-3696	267	4	of	of	ADP
epaa-3696	267	5	the	the	DET
epaa-3696	267	6	aforementioned	aforementioned	ADJ
epaa-3696	267	7	methodology	methodology	NOUN
epaa-3696	267	8	,	,	PUNCT
epaa-3696	267	9	which	which	PRON
epaa-3696	267	10	is	be	AUX
epaa-3696	267	11	used	use	VERB
epaa-3696	267	12	in	in	ADP
epaa-3696	267	13	most	most	ADJ
epaa-3696	267	14	forecasting	forecasting	NOUN
epaa-3696	267	15	,	,	PUNCT
epaa-3696	267	16	is	be	AUX
epaa-3696	267	17	that	that	SCONJ
epaa-3696	267	18	the	the	DET
epaa-3696	267	19	model	model	NOUN
epaa-3696	267	20	heavily	heavily	ADV
epaa-3696	267	21	relies	rely	VERB
epaa-3696	267	22	on	on	ADP
epaa-3696	267	23	one	one	NUM
epaa-3696	267	24	year	year	NOUN
epaa-3696	267	25	of	of	ADP
epaa-3696	267	26	data	datum	NOUN
epaa-3696	267	27	—	—	PUNCT
epaa-3696	267	28	data	datum	NOUN
epaa-3696	267	29	collected	collect	VERB
epaa-3696	267	30	from	from	ADP
epaa-3696	267	31	the	the	DET
epaa-3696	267	32	sass	sass	NOUN
epaa-3696	267	33	2011–12	2011–12	NOUN
epaa-3696	267	34	.	.	PUNCT
epaa-3696	268	1	although	although	SCONJ
epaa-3696	268	2	using	use	VERB
epaa-3696	268	3	exponential	exponential	NOUN
epaa-3696	268	4	smoothing	smoothing	NOUN
epaa-3696	268	5	for	for	ADP
epaa-3696	268	6	continuation	continuation	NOUN
epaa-3696	268	7	rates	rate	NOUN
epaa-3696	268	8	helps	help	VERB
epaa-3696	268	9	incorporate	incorporate	VERB
epaa-3696	268	10	older	old	ADJ
epaa-3696	268	11	data	datum	NOUN
epaa-3696	268	12	,	,	PUNCT
epaa-3696	268	13	most	most	ADJ
epaa-3696	268	14	of	of	ADP
epaa-3696	268	15	the	the	DET
epaa-3696	268	16	data	datum	NOUN
epaa-3696	268	17	and	and	CCONJ
epaa-3696	268	18	assumptions	assumption	NOUN
epaa-3696	268	19	are	be	AUX
epaa-3696	268	20	derived	derive	VERB
epaa-3696	268	21	from	from	ADP
epaa-3696	268	22	the	the	DET
epaa-3696	268	23	2011–12	2011–12	PROPN
epaa-3696	268	24	school	school	NOUN
epaa-3696	268	25	year	year	NOUN
epaa-3696	268	26	,	,	PUNCT
epaa-3696	268	27	during	during	ADP
epaa-3696	268	28	the	the	DET
epaa-3696	268	29	recession	recession	NOUN
epaa-3696	268	30	era	era	NOUN
epaa-3696	268	31	.	.	PUNCT
epaa-3696	269	1	in	in	ADP
epaa-3696	269	2	figure	figure	NOUN
epaa-3696	269	3	4	4	NUM
epaa-3696	269	4	,	,	PUNCT
epaa-3696	269	5	the	the	DET
epaa-3696	269	6	solid	solid	ADJ
epaa-3696	269	7	line	line	NOUN
epaa-3696	269	8	represents	represent	VERB
epaa-3696	269	9	observed	observed	ADJ
epaa-3696	269	10	demand	demand	NOUN
epaa-3696	269	11	,	,	PUNCT
epaa-3696	269	12	while	while	SCONJ
epaa-3696	269	13	the	the	DET
epaa-3696	269	14	dashed	dash	VERB
epaa-3696	269	15	line	line	NOUN
epaa-3696	269	16	represents	represent	VERB
epaa-3696	269	17	projected	project	VERB
epaa-3696	269	18	demand	demand	NOUN
epaa-3696	269	19	.	.	PUNCT
epaa-3696	270	1	the	the	DET
epaa-3696	270	2	impact	impact	NOUN
epaa-3696	270	3	of	of	ADP
epaa-3696	270	4	the	the	DET
epaa-3696	270	5	great	great	ADJ
epaa-3696	270	6	recession	recession	NOUN
epaa-3696	270	7	is	be	AUX
epaa-3696	270	8	evident	evident	ADJ
epaa-3696	270	9	by	by	ADP
epaa-3696	270	10	the	the	DET
epaa-3696	270	11	sharp	sharp	ADJ
epaa-3696	270	12	decrease	decrease	NOUN
epaa-3696	270	13	in	in	ADP
epaa-3696	270	14	demand	demand	NOUN
epaa-3696	270	15	between	between	ADP
epaa-3696	270	16	2008	2008	NUM
epaa-3696	270	17	and	and	CCONJ
epaa-3696	270	18	2012	2012	NUM
epaa-3696	270	19	as	as	ADP
epaa-3696	270	20	a	a	DET
epaa-3696	270	21	result	result	NOUN
epaa-3696	270	22	of	of	ADP
epaa-3696	270	23	budget	budget	NOUN
epaa-3696	270	24	cuts	cut	NOUN
epaa-3696	270	25	and	and	CCONJ
epaa-3696	270	26	layoffs	layoff	NOUN
epaa-3696	270	27	that	that	PRON
epaa-3696	270	28	occurred	occur	VERB
epaa-3696	270	29	during	during	ADP
epaa-3696	270	30	these	these	DET
epaa-3696	270	31	times	time	NOUN
epaa-3696	270	32	of	of	ADP
epaa-3696	270	33	austerity	austerity	NOUN
epaa-3696	270	34	.	.	PUNCT
epaa-3696	271	1	teacher	teacher	NOUN
epaa-3696	271	2	demand	demand	NOUN
epaa-3696	271	3	shows	show	VERB
epaa-3696	271	4	a	a	DET
epaa-3696	271	5	sharp	sharp	ADJ
epaa-3696	271	6	increase	increase	NOUN
epaa-3696	271	7	after	after	ADP
epaa-3696	271	8	2012	2012	NUM
epaa-3696	271	9	,	,	PUNCT
epaa-3696	271	10	leveling	level	VERB
epaa-3696	271	11	off	off	ADP
epaa-3696	271	12	at	at	ADP
epaa-3696	271	13	around	around	ADP
epaa-3696	271	14	260,000	260,000	NUM
epaa-3696	271	15	teacher	teacher	NOUN
epaa-3696	271	16	hires	hire	NOUN
epaa-3696	271	17	by	by	ADP
epaa-3696	271	18	2014	2014	NUM
epaa-3696	271	19	.	.	PUNCT
epaa-3696	272	1	in	in	ADP
epaa-3696	272	2	2017–18	2017–18	NUM
epaa-3696	272	3	,	,	PUNCT
epaa-3696	272	4	there	there	PRON
epaa-3696	272	5	is	be	VERB
epaa-3696	272	6	a	a	DET
epaa-3696	272	7	large	large	ADJ
epaa-3696	272	8	projected	project	VERB
epaa-3696	272	9	increase	increase	NOUN
epaa-3696	272	10	,	,	PUNCT
epaa-3696	272	11	which	which	PRON
epaa-3696	272	12	brings	bring	VERB
epaa-3696	272	13	annual	annual	ADJ
epaa-3696	272	14	demanded	demand	VERB
epaa-3696	272	15	teacher	teacher	NOUN
epaa-3696	272	16	hires	hire	VERB
epaa-3696	272	17	to	to	ADP
epaa-3696	272	18	300,000	300,000	NUM
epaa-3696	272	19	a	a	DET
epaa-3696	272	20	year	year	NOUN
epaa-3696	272	21	.	.	PUNCT
epaa-3696	273	1	this	this	DET
epaa-3696	273	2	model	model	NOUN
epaa-3696	273	3	projects	project	VERB
epaa-3696	273	4	the	the	DET
epaa-3696	273	5	largest	large	ADJ
epaa-3696	273	6	demand	demand	NOUN
epaa-3696	273	7	increases	increase	NOUN
epaa-3696	273	8	are	be	AUX
epaa-3696	273	9	yet	yet	ADV
epaa-3696	273	10	to	to	PART
epaa-3696	273	11	come	come	VERB
epaa-3696	273	12	,	,	PUNCT
epaa-3696	273	13	eventually	eventually	ADV
epaa-3696	273	14	requiring	require	VERB
epaa-3696	273	15	over	over	ADP
epaa-3696	273	16	300,000	300,000	NUM
epaa-3696	273	17	public	public	ADJ
epaa-3696	273	18	school	school	NOUN
epaa-3696	273	19	teacher	teacher	NOUN
epaa-3696	273	20	hires	hire	VERB
epaa-3696	273	21	a	a	DET
epaa-3696	273	22	year	year	NOUN
epaa-3696	273	23	,	,	PUNCT
epaa-3696	273	24	the	the	DET
epaa-3696	273	25	largest	large	ADJ
epaa-3696	273	26	number	number	NOUN
epaa-3696	273	27	of	of	ADP
epaa-3696	273	28	annual	annual	ADJ
epaa-3696	273	29	teacher	teacher	NOUN
epaa-3696	273	30	hires	hire	VERB
epaa-3696	273	31	in	in	ADP
epaa-3696	273	32	the	the	DET
epaa-3696	273	33	last	last	ADJ
epaa-3696	273	34	decade	decade	NOUN
epaa-3696	273	35	.	.	PUNCT
epaa-3696	274	1	figure	figure	VERB
epaa-3696	274	2	4	4	NUM
epaa-3696	274	3	:	:	PUNCT
epaa-3696	274	4	estimated	estimate	VERB
epaa-3696	274	5	new	new	ADJ
epaa-3696	274	6	teacher	teacher	NOUN
epaa-3696	274	7	hires	hire	VERB
epaa-3696	274	8	demanded	demand	VERB
epaa-3696	274	9	note	note	NOUN
epaa-3696	274	10	:	:	PUNCT
epaa-3696	274	11	data	datum	NOUN
epaa-3696	274	12	for	for	ADP
epaa-3696	274	13	teachers	teacher	NOUN
epaa-3696	274	14	are	be	AUX
epaa-3696	274	15	expressed	express	VERB
epaa-3696	274	16	in	in	ADP
epaa-3696	274	17	full	full	ADJ
epaa-3696	274	18	-	-	PUNCT
epaa-3696	274	19	time	time	NOUN
epaa-3696	274	20	equivalents	equivalent	NOUN
epaa-3696	274	21	source	source	NOUN
epaa-3696	274	22	:	:	PUNCT
epaa-3696	274	23	(	(	PUNCT
epaa-3696	274	24	nces	nce	NOUN
epaa-3696	274	25	,	,	PUNCT
epaa-3696	274	26	2004	2004	NUM
epaa-3696	274	27	,	,	PUNCT
epaa-3696	274	28	2005	2005	NUM
epaa-3696	274	29	,	,	PUNCT
epaa-3696	274	30	2008	2008	NUM
epaa-3696	274	31	,	,	PUNCT
epaa-3696	274	32	2009	2009	NUM
epaa-3696	274	33	,	,	PUNCT
epaa-3696	274	34	2012a	2012a	NUM
epaa-3696	274	35	,	,	PUNCT
epaa-3696	274	36	2013	2013	NUM
epaa-3696	274	37	,	,	PUNCT
epaa-3696	274	38	2014b	2014b	NUM
epaa-3696	274	39	,	,	PUNCT
epaa-3696	274	40	2015b	2015b	NUM
epaa-3696	274	41	)	)	PUNCT
epaa-3696	274	42	an	an	DET
epaa-3696	274	43	analysis	analysis	NOUN
epaa-3696	274	44	of	of	ADP
epaa-3696	274	45	teacher	teacher	NOUN
epaa-3696	274	46	supply	supply	NOUN
epaa-3696	274	47	and	and	CCONJ
epaa-3696	274	48	demand	demand	NOUN
epaa-3696	274	49	in	in	ADP
epaa-3696	274	50	the	the	DET
epaa-3696	274	51	united	united	PROPN
epaa-3696	274	52	states	states	PROPN
epaa-3696	274	53	15	15	NUM
epaa-3696	274	54	this	this	DET
epaa-3696	274	55	large	large	ADJ
epaa-3696	274	56	increase	increase	NOUN
epaa-3696	274	57	in	in	ADP
epaa-3696	274	58	demand	demand	NOUN
epaa-3696	274	59	is	be	AUX
epaa-3696	274	60	not	not	PART
epaa-3696	274	61	inherently	inherently	ADV
epaa-3696	274	62	a	a	DET
epaa-3696	274	63	cause	cause	NOUN
epaa-3696	274	64	for	for	ADP
epaa-3696	274	65	alarm	alarm	NOUN
epaa-3696	274	66	.	.	PUNCT
epaa-3696	275	1	after	after	ADP
epaa-3696	275	2	a	a	DET
epaa-3696	275	3	period	period	NOUN
epaa-3696	275	4	of	of	ADP
epaa-3696	275	5	austerity	austerity	NOUN
epaa-3696	275	6	,	,	PUNCT
epaa-3696	275	7	it	it	PRON
epaa-3696	275	8	is	be	AUX
epaa-3696	275	9	no	no	DET
epaa-3696	275	10	surprise	surprise	NOUN
epaa-3696	275	11	that	that	SCONJ
epaa-3696	275	12	schools	school	NOUN
epaa-3696	275	13	are	be	AUX
epaa-3696	275	14	attempting	attempt	VERB
epaa-3696	275	15	to	to	PART
epaa-3696	275	16	return	return	VERB
epaa-3696	275	17	to	to	ADP
epaa-3696	275	18	pre	pre	ADJ
epaa-3696	275	19	-	-	ADJ
epaa-3696	275	20	recession	recession	ADJ
epaa-3696	275	21	conditions	condition	NOUN
epaa-3696	275	22	.	.	PUNCT
epaa-3696	276	1	in	in	ADP
epaa-3696	276	2	fact	fact	NOUN
epaa-3696	276	3	,	,	PUNCT
epaa-3696	276	4	the	the	DET
epaa-3696	276	5	downturn	downturn	NOUN
epaa-3696	276	6	in	in	ADP
epaa-3696	276	7	the	the	DET
epaa-3696	276	8	teacher	teacher	NOUN
epaa-3696	276	9	workforce	workforce	NOUN
epaa-3696	276	10	during	during	ADP
epaa-3696	276	11	the	the	DET
epaa-3696	276	12	great	great	ADJ
epaa-3696	276	13	recession	recession	NOUN
epaa-3696	276	14	was	be	AUX
epaa-3696	276	15	relatively	relatively	ADV
epaa-3696	276	16	modest	modest	ADJ
epaa-3696	276	17	compared	compare	VERB
epaa-3696	276	18	to	to	ADP
epaa-3696	276	19	its	its	PRON
epaa-3696	276	20	considerable	considerable	ADJ
epaa-3696	276	21	growth	growth	NOUN
epaa-3696	276	22	in	in	ADP
epaa-3696	276	23	the	the	DET
epaa-3696	276	24	years	year	NOUN
epaa-3696	276	25	before	before	ADV
epaa-3696	276	26	.	.	PUNCT
epaa-3696	277	1	between	between	ADP
epaa-3696	277	2	the	the	DET
epaa-3696	277	3	late	late	ADJ
epaa-3696	277	4	1980s	1980	NOUN
epaa-3696	277	5	and	and	CCONJ
epaa-3696	277	6	2008	2008	NUM
epaa-3696	277	7	,	,	PUNCT
epaa-3696	277	8	the	the	DET
epaa-3696	277	9	teacher	teacher	NOUN
epaa-3696	277	10	workforce	workforce	NOUN
epaa-3696	277	11	grew	grow	VERB
epaa-3696	277	12	at	at	ADP
epaa-3696	277	13	more	more	ADJ
epaa-3696	277	14	than	than	ADP
epaa-3696	277	15	twice	twice	DET
epaa-3696	277	16	the	the	DET
epaa-3696	277	17	rate	rate	NOUN
epaa-3696	277	18	of	of	ADP
epaa-3696	277	19	student	student	NOUN
epaa-3696	277	20	enrollment	enrollment	NOUN
epaa-3696	277	21	growth	growth	NOUN
epaa-3696	277	22	,	,	PUNCT
epaa-3696	277	23	driven	drive	VERB
epaa-3696	277	24	not	not	PART
epaa-3696	277	25	only	only	ADV
epaa-3696	277	26	by	by	ADP
epaa-3696	277	27	declines	decline	NOUN
epaa-3696	277	28	in	in	ADP
epaa-3696	277	29	pupilteacher	pupilteacher	ADJ
epaa-3696	277	30	ratios	ratio	NOUN
epaa-3696	277	31	,	,	PUNCT
epaa-3696	277	32	but	but	CCONJ
epaa-3696	277	33	also	also	ADV
epaa-3696	277	34	by	by	ADP
epaa-3696	277	35	programmatic	programmatic	ADJ
epaa-3696	277	36	changes	change	NOUN
epaa-3696	277	37	that	that	PRON
epaa-3696	277	38	called	call	VERB
epaa-3696	277	39	for	for	ADP
epaa-3696	277	40	more	more	ADJ
epaa-3696	277	41	mathematics	mathematic	NOUN
epaa-3696	277	42	and	and	CCONJ
epaa-3696	277	43	science	science	NOUN
epaa-3696	277	44	teachers	teacher	NOUN
epaa-3696	277	45	when	when	SCONJ
epaa-3696	277	46	high	high	ADJ
epaa-3696	277	47	school	school	NOUN
epaa-3696	277	48	standards	standard	NOUN
epaa-3696	277	49	were	be	AUX
epaa-3696	277	50	raised	raise	VERB
epaa-3696	277	51	,	,	PUNCT
epaa-3696	277	52	as	as	ADV
epaa-3696	277	53	well	well	ADV
epaa-3696	277	54	as	as	ADP
epaa-3696	277	55	more	more	ADJ
epaa-3696	277	56	special	special	ADJ
epaa-3696	277	57	education	education	NOUN
epaa-3696	277	58	and	and	CCONJ
epaa-3696	277	59	bilingual	bilingual	ADJ
epaa-3696	277	60	/	/	SYM
epaa-3696	277	61	esl	esl	PROPN
epaa-3696	277	62	teachers	teacher	NOUN
epaa-3696	277	63	when	when	SCONJ
epaa-3696	277	64	services	service	NOUN
epaa-3696	277	65	were	be	AUX
epaa-3696	277	66	expanded	expand	VERB
epaa-3696	277	67	(	(	PUNCT
epaa-3696	277	68	ingersoll	ingersoll	PROPN
epaa-3696	277	69	,	,	PUNCT
epaa-3696	277	70	merrill	merrill	PROPN
epaa-3696	277	71	,	,	PUNCT
epaa-3696	277	72	&	&	CCONJ
epaa-3696	277	73	stuckey	stuckey	PROPN
epaa-3696	277	74	,	,	PUNCT
epaa-3696	277	75	2014	2014	NUM
epaa-3696	277	76	)	)	PUNCT
epaa-3696	277	77	.	.	PUNCT
epaa-3696	278	1	other	other	ADJ
epaa-3696	278	2	changes	change	NOUN
epaa-3696	278	3	,	,	PUNCT
epaa-3696	278	4	like	like	ADP
epaa-3696	278	5	expansions	expansion	NOUN
epaa-3696	278	6	of	of	ADP
epaa-3696	278	7	kindergartens	kindergarten	NOUN
epaa-3696	278	8	from	from	ADP
epaa-3696	278	9	partto	partto	ADJ
epaa-3696	278	10	full	full	ADJ
epaa-3696	278	11	-	-	PUNCT
epaa-3696	278	12	day	day	NOUN
epaa-3696	278	13	and	and	CCONJ
epaa-3696	278	14	increases	increase	NOUN
epaa-3696	278	15	in	in	ADP
epaa-3696	278	16	graduation	graduation	NOUN
epaa-3696	278	17	rates	rate	NOUN
epaa-3696	278	18	that	that	PRON
epaa-3696	278	19	kept	keep	VERB
epaa-3696	278	20	more	more	ADJ
epaa-3696	278	21	high	high	ADJ
epaa-3696	278	22	school	school	NOUN
epaa-3696	278	23	students	student	NOUN
epaa-3696	278	24	in	in	ADP
epaa-3696	278	25	school	school	NOUN
epaa-3696	278	26	,	,	PUNCT
epaa-3696	278	27	also	also	ADV
epaa-3696	278	28	influenced	influence	VERB
epaa-3696	278	29	the	the	DET
epaa-3696	278	30	need	need	NOUN
epaa-3696	278	31	for	for	ADP
epaa-3696	278	32	teachers	teacher	NOUN
epaa-3696	278	33	(	(	PUNCT
epaa-3696	278	34	chapman	chapman	PROPN
epaa-3696	278	35	,	,	PUNCT
epaa-3696	278	36	laird	laird	PROPN
epaa-3696	278	37	,	,	PUNCT
epaa-3696	278	38	&	&	CCONJ
epaa-3696	278	39	kewalramani	kewalramani	PROPN
epaa-3696	278	40	,	,	PUNCT
epaa-3696	278	41	2010	2010	NUM
epaa-3696	278	42	;	;	PUNCT
epaa-3696	278	43	kena	kena	PROPN
epaa-3696	278	44	et	et	PROPN
epaa-3696	278	45	al	al	PROPN
epaa-3696	278	46	.	.	PROPN
epaa-3696	278	47	,	,	PUNCT
epaa-3696	278	48	2016	2016	NUM
epaa-3696	278	49	)	)	PUNCT
epaa-3696	278	50	.	.	PUNCT
epaa-3696	279	1	in	in	ADP
epaa-3696	279	2	the	the	DET
epaa-3696	279	3	years	year	NOUN
epaa-3696	279	4	ahead	ahead	ADV
epaa-3696	279	5	,	,	PUNCT
epaa-3696	279	6	a	a	DET
epaa-3696	279	7	sizable	sizable	ADJ
epaa-3696	279	8	demand	demand	NOUN
epaa-3696	279	9	is	be	AUX
epaa-3696	279	10	projected	project	VERB
epaa-3696	279	11	:	:	PUNCT
epaa-3696	279	12	new	new	ADJ
epaa-3696	279	13	hires	hire	NOUN
epaa-3696	279	14	are	be	AUX
epaa-3696	279	15	expected	expect	VERB
epaa-3696	279	16	to	to	PART
epaa-3696	279	17	fill	fill	VERB
epaa-3696	279	18	positions	position	NOUN
epaa-3696	279	19	that	that	PRON
epaa-3696	279	20	were	be	AUX
epaa-3696	279	21	lost	lose	VERB
epaa-3696	279	22	during	during	ADP
epaa-3696	279	23	the	the	DET
epaa-3696	279	24	great	great	ADJ
epaa-3696	279	25	recession	recession	NOUN
epaa-3696	279	26	,	,	PUNCT
epaa-3696	279	27	as	as	ADV
epaa-3696	279	28	well	well	ADV
epaa-3696	279	29	as	as	ADP
epaa-3696	279	30	positions	position	NOUN
epaa-3696	279	31	that	that	PRON
epaa-3696	279	32	are	be	AUX
epaa-3696	279	33	created	create	VERB
epaa-3696	279	34	to	to	PART
epaa-3696	279	35	keep	keep	VERB
epaa-3696	279	36	up	up	ADP
epaa-3696	279	37	with	with	ADP
epaa-3696	279	38	increased	increase	VERB
epaa-3696	279	39	student	student	NOUN
epaa-3696	279	40	enrollment	enrollment	NOUN
epaa-3696	279	41	and	and	CCONJ
epaa-3696	279	42	smaller	small	ADJ
epaa-3696	279	43	pupil	pupil	ADJ
epaa-3696	279	44	-	-	PUNCT
epaa-3696	279	45	teacher	teacher	NOUN
epaa-3696	279	46	ratios	ratio	NOUN
epaa-3696	279	47	.	.	PUNCT
epaa-3696	280	1	the	the	DET
epaa-3696	280	2	question	question	NOUN
epaa-3696	280	3	is	be	AUX
epaa-3696	280	4	,	,	PUNCT
epaa-3696	280	5	as	as	SCONJ
epaa-3696	280	6	demand	demand	NOUN
epaa-3696	280	7	rapidly	rapidly	ADV
epaa-3696	280	8	rises	rise	VERB
epaa-3696	280	9	,	,	PUNCT
epaa-3696	280	10	can	can	AUX
epaa-3696	280	11	teacher	teacher	NOUN
epaa-3696	280	12	supply	supply	NOUN
epaa-3696	280	13	expand	expand	VERB
epaa-3696	280	14	to	to	PART
epaa-3696	280	15	keep	keep	VERB
epaa-3696	280	16	pace	pace	NOUN
epaa-3696	280	17	and	and	CCONJ
epaa-3696	280	18	provide	provide	VERB
epaa-3696	280	19	all	all	DET
epaa-3696	280	20	classrooms	classroom	NOUN
epaa-3696	280	21	with	with	ADP
epaa-3696	280	22	well	well	ADV
epaa-3696	280	23	-	-	PUNCT
epaa-3696	280	24	qualified	qualified	ADJ
epaa-3696	280	25	teachers	teacher	NOUN
epaa-3696	280	26	?	?	PUNCT
epaa-3696	281	1	alternatively	alternatively	ADV
epaa-3696	281	2	,	,	PUNCT
epaa-3696	281	3	can	can	AUX
epaa-3696	281	4	we	we	PRON
epaa-3696	281	5	reduce	reduce	VERB
epaa-3696	281	6	attrition	attrition	NOUN
epaa-3696	281	7	sufficiently	sufficiently	ADV
epaa-3696	281	8	to	to	PART
epaa-3696	281	9	make	make	VERB
epaa-3696	281	10	the	the	DET
epaa-3696	281	11	supply	supply	NOUN
epaa-3696	281	12	of	of	ADP
epaa-3696	281	13	teachers	teacher	NOUN
epaa-3696	281	14	more	more	ADV
epaa-3696	281	15	adequate	adequate	ADJ
epaa-3696	281	16	?	?	PUNCT
epaa-3696	282	1	teacher	teacher	NOUN
epaa-3696	282	2	supply	supply	VERB
epaa-3696	282	3	the	the	DET
epaa-3696	282	4	second	second	ADJ
epaa-3696	282	5	component	component	NOUN
epaa-3696	282	6	of	of	ADP
epaa-3696	282	7	the	the	DET
epaa-3696	282	8	teacher	teacher	NOUN
epaa-3696	282	9	labor	labor	NOUN
epaa-3696	282	10	market	market	NOUN
epaa-3696	282	11	is	be	AUX
epaa-3696	282	12	teacher	teacher	NOUN
epaa-3696	282	13	supply	supply	NOUN
epaa-3696	282	14	.	.	PUNCT
epaa-3696	283	1	to	to	PART
epaa-3696	283	2	model	model	VERB
epaa-3696	283	3	supply	supply	NOUN
epaa-3696	283	4	we	we	PRON
epaa-3696	283	5	use	use	VERB
epaa-3696	283	6	both	both	DET
epaa-3696	283	7	enrollment	enrollment	NOUN
epaa-3696	283	8	and	and	CCONJ
epaa-3696	283	9	completer	completer	NOUN
epaa-3696	283	10	data	datum	NOUN
epaa-3696	283	11	from	from	ADP
epaa-3696	283	12	the	the	DET
epaa-3696	283	13	title	title	NOUN
epaa-3696	283	14	ii	ii	PROPN
epaa-3696	283	15	data	datum	NOUN
epaa-3696	283	16	collection	collection	NOUN
epaa-3696	283	17	,	,	PUNCT
epaa-3696	283	18	data	datum	NOUN
epaa-3696	283	19	from	from	ADP
epaa-3696	283	20	national	national	ADJ
epaa-3696	283	21	databases	database	NOUN
epaa-3696	283	22	such	such	ADJ
epaa-3696	283	23	as	as	ADP
epaa-3696	283	24	the	the	DET
epaa-3696	283	25	baccalaureate	baccalaureate	NOUN
epaa-3696	283	26	and	and	CCONJ
epaa-3696	283	27	beyond	beyond	ADP
epaa-3696	283	28	,	,	PUNCT
epaa-3696	283	29	and	and	CCONJ
epaa-3696	283	30	prior	prior	ADJ
epaa-3696	283	31	research	research	NOUN
epaa-3696	283	32	on	on	ADP
epaa-3696	283	33	teacher	teacher	NOUN
epaa-3696	283	34	re	re	NOUN
epaa-3696	283	35	-	-	NOUN
epaa-3696	283	36	entry	entry	NOUN
epaa-3696	283	37	.	.	PUNCT
epaa-3696	284	1	below	below	ADP
epaa-3696	284	2	we	we	PRON
epaa-3696	284	3	describe	describe	VERB
epaa-3696	284	4	the	the	DET
epaa-3696	284	5	various	various	ADJ
epaa-3696	284	6	components	component	NOUN
epaa-3696	284	7	of	of	ADP
epaa-3696	284	8	supply	supply	NOUN
epaa-3696	284	9	,	,	PUNCT
epaa-3696	284	10	and	and	CCONJ
epaa-3696	284	11	discuss	discuss	VERB
epaa-3696	284	12	our	our	PRON
epaa-3696	284	13	methodology	methodology	NOUN
epaa-3696	284	14	in	in	ADP
epaa-3696	284	15	more	more	ADJ
epaa-3696	284	16	detail	detail	NOUN
epaa-3696	284	17	.	.	PUNCT
epaa-3696	285	1	states	state	NOUN
epaa-3696	285	2	and	and	CCONJ
epaa-3696	285	3	districts	district	NOUN
epaa-3696	285	4	need	need	VERB
epaa-3696	285	5	accurate	accurate	ADJ
epaa-3696	285	6	information	information	NOUN
epaa-3696	285	7	about	about	ADP
epaa-3696	285	8	production	production	NOUN
epaa-3696	285	9	and	and	CCONJ
epaa-3696	285	10	availability	availability	NOUN
epaa-3696	285	11	of	of	ADP
epaa-3696	285	12	future	future	ADJ
epaa-3696	285	13	teachers	teacher	NOUN
epaa-3696	285	14	to	to	PART
epaa-3696	285	15	assess	assess	VERB
epaa-3696	285	16	and	and	CCONJ
epaa-3696	285	17	plan	plan	VERB
epaa-3696	285	18	for	for	ADP
epaa-3696	285	19	their	their	PRON
epaa-3696	285	20	workforce	workforce	NOUN
epaa-3696	285	21	needs	need	NOUN
epaa-3696	285	22	.	.	PUNCT
epaa-3696	286	1	to	to	PART
epaa-3696	286	2	evaluate	evaluate	VERB
epaa-3696	286	3	the	the	DET
epaa-3696	286	4	current	current	ADJ
epaa-3696	286	5	condition	condition	NOUN
epaa-3696	286	6	of	of	ADP
epaa-3696	286	7	teacher	teacher	NOUN
epaa-3696	286	8	supply	supply	NOUN
epaa-3696	286	9	,	,	PUNCT
epaa-3696	286	10	we	we	PRON
epaa-3696	286	11	first	first	ADV
epaa-3696	286	12	identify	identify	VERB
epaa-3696	286	13	indicators	indicator	NOUN
epaa-3696	286	14	of	of	ADP
epaa-3696	286	15	teacher	teacher	NOUN
epaa-3696	286	16	preparation	preparation	NOUN
epaa-3696	286	17	program	program	NOUN
epaa-3696	286	18	enrollments	enrollment	NOUN
epaa-3696	286	19	and	and	CCONJ
epaa-3696	286	20	completions	completion	NOUN
epaa-3696	286	21	.	.	PUNCT
epaa-3696	287	1	next	next	ADV
epaa-3696	287	2	,	,	PUNCT
epaa-3696	287	3	we	we	PRON
epaa-3696	287	4	take	take	VERB
epaa-3696	287	5	a	a	DET
epaa-3696	287	6	more	more	ADV
epaa-3696	287	7	complex	complex	ADJ
epaa-3696	287	8	methodological	methodological	ADJ
epaa-3696	287	9	approach	approach	NOUN
epaa-3696	287	10	to	to	ADP
epaa-3696	287	11	model	model	NOUN
epaa-3696	287	12	teacher	teacher	NOUN
epaa-3696	287	13	supply	supply	NOUN
epaa-3696	287	14	over	over	ADP
epaa-3696	287	15	the	the	DET
epaa-3696	287	16	last	last	ADJ
epaa-3696	287	17	decade	decade	NOUN
epaa-3696	287	18	and	and	CCONJ
epaa-3696	287	19	to	to	PART
epaa-3696	287	20	project	project	VERB
epaa-3696	287	21	supply	supply	NOUN
epaa-3696	287	22	into	into	ADP
epaa-3696	287	23	the	the	DET
epaa-3696	287	24	next	next	ADJ
epaa-3696	287	25	decade	decade	NOUN
epaa-3696	287	26	.	.	PUNCT
epaa-3696	288	1	these	these	DET
epaa-3696	288	2	analyses	analysis	NOUN
epaa-3696	288	3	reveal	reveal	VERB
epaa-3696	288	4	a	a	DET
epaa-3696	288	5	significant	significant	ADJ
epaa-3696	288	6	reduction	reduction	NOUN
epaa-3696	288	7	in	in	ADP
epaa-3696	288	8	teacher	teacher	NOUN
epaa-3696	288	9	supply	supply	NOUN
epaa-3696	288	10	over	over	ADP
epaa-3696	288	11	the	the	DET
epaa-3696	288	12	years	year	NOUN
epaa-3696	288	13	from	from	ADP
epaa-3696	288	14	2009	2009	NUM
epaa-3696	288	15	to	to	ADP
epaa-3696	288	16	2014	2014	NUM
epaa-3696	288	17	,	,	PUNCT
epaa-3696	288	18	and	and	CCONJ
epaa-3696	288	19	shortages	shortage	NOUN
epaa-3696	288	20	continuing	continue	VERB
epaa-3696	288	21	over	over	ADP
epaa-3696	288	22	the	the	DET
epaa-3696	288	23	next	next	ADJ
epaa-3696	288	24	decade	decade	NOUN
epaa-3696	288	25	,	,	PUNCT
epaa-3696	288	26	if	if	SCONJ
epaa-3696	288	27	current	current	ADJ
epaa-3696	288	28	teacher	teacher	NOUN
epaa-3696	288	29	preparation	preparation	NOUN
epaa-3696	288	30	enrollment	enrollment	NOUN
epaa-3696	288	31	trends	trend	NOUN
epaa-3696	288	32	continue	continue	VERB
epaa-3696	288	33	.	.	PUNCT
epaa-3696	289	1	given	give	VERB
epaa-3696	289	2	these	these	DET
epaa-3696	289	3	sharp	sharp	ADJ
epaa-3696	289	4	decreases	decrease	NOUN
epaa-3696	289	5	,	,	PUNCT
epaa-3696	289	6	it	it	PRON
epaa-3696	289	7	is	be	AUX
epaa-3696	289	8	critical	critical	ADJ
epaa-3696	289	9	to	to	PART
epaa-3696	289	10	understand	understand	VERB
epaa-3696	289	11	the	the	DET
epaa-3696	289	12	policy	policy	NOUN
epaa-3696	289	13	levers	lever	NOUN
epaa-3696	289	14	surrounding	surround	VERB
epaa-3696	289	15	recruitment	recruitment	NOUN
epaa-3696	289	16	and	and	CCONJ
epaa-3696	289	17	retention	retention	NOUN
epaa-3696	289	18	that	that	PRON
epaa-3696	289	19	could	could	AUX
epaa-3696	289	20	support	support	VERB
epaa-3696	289	21	a	a	DET
epaa-3696	289	22	highquality	highquality	NOUN
epaa-3696	289	23	,	,	PUNCT
epaa-3696	289	24	sustainable	sustainable	ADJ
epaa-3696	289	25	teacher	teacher	NOUN
epaa-3696	289	26	workforce	workforce	NOUN
epaa-3696	289	27	.	.	PUNCT
epaa-3696	290	1	like	like	ADP
epaa-3696	290	2	teacher	teacher	NOUN
epaa-3696	290	3	demand	demand	NOUN
epaa-3696	290	4	,	,	PUNCT
epaa-3696	290	5	there	there	PRON
epaa-3696	290	6	are	be	VERB
epaa-3696	290	7	several	several	ADJ
epaa-3696	290	8	different	different	ADJ
epaa-3696	290	9	ways	way	NOUN
epaa-3696	290	10	to	to	PART
epaa-3696	290	11	think	think	VERB
epaa-3696	290	12	about	about	ADP
epaa-3696	290	13	teacher	teacher	NOUN
epaa-3696	290	14	supply	supply	NOUN
epaa-3696	290	15	.	.	PUNCT
epaa-3696	291	1	one	one	NUM
epaa-3696	291	2	way	way	NOUN
epaa-3696	291	3	to	to	PART
epaa-3696	291	4	analyze	analyze	VERB
epaa-3696	291	5	supply	supply	NOUN
epaa-3696	291	6	-	-	PUNCT
epaa-3696	291	7	side	side	NOUN
epaa-3696	291	8	dynamics	dynamic	NOUN
epaa-3696	291	9	is	be	AUX
epaa-3696	291	10	total	total	ADJ
epaa-3696	291	11	teacher	teacher	NOUN
epaa-3696	291	12	supply	supply	NOUN
epaa-3696	291	13	.	.	PUNCT
epaa-3696	292	1	total	total	ADJ
epaa-3696	292	2	activated	activate	VERB
epaa-3696	292	3	teacher	teacher	NOUN
epaa-3696	292	4	supply	supply	NOUN
epaa-3696	292	5	could	could	AUX
epaa-3696	292	6	be	be	AUX
epaa-3696	292	7	conceptualized	conceptualize	VERB
epaa-3696	292	8	as	as	ADP
epaa-3696	292	9	the	the	DET
epaa-3696	292	10	entire	entire	ADJ
epaa-3696	292	11	teacher	teacher	NOUN
epaa-3696	292	12	workforce	workforce	NOUN
epaa-3696	292	13	:	:	PUNCT
epaa-3696	292	14	for	for	ADP
epaa-3696	292	15	example	example	NOUN
epaa-3696	292	16	,	,	PUNCT
epaa-3696	292	17	in	in	ADP
epaa-3696	292	18	2015	2015	NUM
epaa-3696	292	19	-	-	SYM
epaa-3696	292	20	16	16	NUM
epaa-3696	292	21	,	,	PUNCT
epaa-3696	292	22	the	the	DET
epaa-3696	292	23	3.1	3.1	NUM
epaa-3696	292	24	million	million	NUM
epaa-3696	292	25	fte	fte	ADJ
epaa-3696	292	26	public	public	ADJ
epaa-3696	292	27	school	school	NOUN
epaa-3696	292	28	teachers	teacher	NOUN
epaa-3696	292	29	in	in	ADP
epaa-3696	292	30	classrooms	classroom	NOUN
epaa-3696	292	31	across	across	ADP
epaa-3696	292	32	the	the	DET
epaa-3696	292	33	united	united	PROPN
epaa-3696	292	34	states	states	PROPN
epaa-3696	292	35	(	(	PUNCT
epaa-3696	292	36	nces	nce	NOUN
epaa-3696	292	37	,	,	PUNCT
epaa-3696	292	38	2014a	2014a	NUM
epaa-3696	292	39	)	)	PUNCT
epaa-3696	292	40	.	.	PUNCT
epaa-3696	293	1	the	the	DET
epaa-3696	293	2	majority	majority	NOUN
epaa-3696	293	3	of	of	ADP
epaa-3696	293	4	these	these	DET
epaa-3696	293	5	teachers	teacher	NOUN
epaa-3696	293	6	remain	remain	VERB
epaa-3696	293	7	in	in	ADP
epaa-3696	293	8	the	the	DET
epaa-3696	293	9	workforce	workforce	NOUN
epaa-3696	293	10	the	the	DET
epaa-3696	293	11	following	following	ADJ
epaa-3696	293	12	year	year	NOUN
epaa-3696	293	13	;	;	PUNCT
epaa-3696	293	14	however	however	ADV
epaa-3696	293	15	,	,	PUNCT
epaa-3696	293	16	a	a	DET
epaa-3696	293	17	substantial	substantial	ADJ
epaa-3696	293	18	number	number	NOUN
epaa-3696	293	19	of	of	ADP
epaa-3696	293	20	positions	position	NOUN
epaa-3696	293	21	vacate	vacate	VERB
epaa-3696	293	22	and	and	CCONJ
epaa-3696	293	23	must	must	AUX
epaa-3696	293	24	be	be	AUX
epaa-3696	293	25	filled	fill	VERB
epaa-3696	293	26	.	.	PUNCT
epaa-3696	294	1	examining	examine	VERB
epaa-3696	294	2	the	the	DET
epaa-3696	294	3	pool	pool	NOUN
epaa-3696	294	4	of	of	ADP
epaa-3696	294	5	teachers	teacher	NOUN
epaa-3696	294	6	who	who	PRON
epaa-3696	294	7	will	will	AUX
epaa-3696	294	8	potentially	potentially	ADV
epaa-3696	294	9	be	be	AUX
epaa-3696	294	10	available	available	ADJ
epaa-3696	294	11	to	to	PART
epaa-3696	294	12	fill	fill	VERB
epaa-3696	294	13	empty	empty	ADJ
epaa-3696	294	14	classrooms	classroom	NOUN
epaa-3696	294	15	is	be	AUX
epaa-3696	294	16	a	a	DET
epaa-3696	294	17	second	second	ADJ
epaa-3696	294	18	way	way	NOUN
epaa-3696	294	19	of	of	ADP
epaa-3696	294	20	looking	look	VERB
epaa-3696	294	21	at	at	ADP
epaa-3696	294	22	teacher	teacher	NOUN
epaa-3696	294	23	supply	supply	NOUN
epaa-3696	294	24	and	and	CCONJ
epaa-3696	294	25	is	be	AUX
epaa-3696	294	26	most	most	ADV
epaa-3696	294	27	relevant	relevant	ADJ
epaa-3696	294	28	to	to	ADP
epaa-3696	294	29	labor	labor	NOUN
epaa-3696	294	30	force	force	NOUN
epaa-3696	294	31	analysis	analysis	NOUN
epaa-3696	294	32	.	.	PUNCT
epaa-3696	295	1	this	this	DET
epaa-3696	295	2	teacher	teacher	NOUN
epaa-3696	295	3	supply	supply	NOUN
epaa-3696	295	4	can	can	AUX
epaa-3696	295	5	be	be	AUX
epaa-3696	295	6	thought	think	VERB
epaa-3696	295	7	of	of	ADP
epaa-3696	295	8	as	as	ADP
epaa-3696	295	9	the	the	DET
epaa-3696	295	10	number	number	NOUN
epaa-3696	295	11	of	of	ADP
epaa-3696	295	12	potential	potential	ADJ
epaa-3696	295	13	teacher	teacher	NOUN
epaa-3696	295	14	entrants	entrant	NOUN
epaa-3696	295	15	who	who	PRON
epaa-3696	295	16	were	be	AUX
epaa-3696	295	17	not	not	PART
epaa-3696	295	18	teaching	teach	VERB
epaa-3696	295	19	in	in	ADP
epaa-3696	295	20	the	the	DET
epaa-3696	295	21	previous	previous	ADJ
epaa-3696	295	22	year	year	NOUN
epaa-3696	295	23	,	,	PUNCT
epaa-3696	295	24	who	who	PRON
epaa-3696	295	25	are	be	AUX
epaa-3696	295	26	either	either	CCONJ
epaa-3696	295	27	new	new	ADJ
epaa-3696	295	28	entrants	entrant	NOUN
epaa-3696	295	29	to	to	ADP
epaa-3696	295	30	the	the	DET
epaa-3696	295	31	profession	profession	NOUN
epaa-3696	295	32	or	or	CCONJ
epaa-3696	295	33	re	re	NOUN
epaa-3696	295	34	-	-	NOUN
epaa-3696	295	35	entrants	entrant	NOUN
epaa-3696	295	36	who	who	PRON
epaa-3696	295	37	have	have	AUX
epaa-3696	295	38	stepped	step	VERB
epaa-3696	295	39	out	out	ADP
epaa-3696	295	40	from	from	ADP
epaa-3696	295	41	teaching	teach	VERB
epaa-3696	295	42	for	for	ADP
epaa-3696	295	43	a	a	DET
epaa-3696	295	44	period	period	NOUN
epaa-3696	295	45	of	of	ADP
epaa-3696	295	46	time	time	NOUN
epaa-3696	295	47	.	.	PUNCT
epaa-3696	296	1	at	at	ADP
epaa-3696	296	2	the	the	DET
epaa-3696	296	3	local	local	ADJ
epaa-3696	296	4	or	or	CCONJ
epaa-3696	296	5	state	state	NOUN
epaa-3696	296	6	level	level	NOUN
epaa-3696	296	7	,	,	PUNCT
epaa-3696	296	8	individuals	individual	NOUN
epaa-3696	296	9	who	who	PRON
epaa-3696	296	10	may	may	AUX
epaa-3696	296	11	be	be	AUX
epaa-3696	296	12	recruited	recruit	VERB
epaa-3696	296	13	from	from	ADP
epaa-3696	296	14	other	other	ADJ
epaa-3696	296	15	schools	school	NOUN
epaa-3696	296	16	or	or	CCONJ
epaa-3696	296	17	states	state	NOUN
epaa-3696	296	18	are	be	AUX
epaa-3696	296	19	also	also	ADV
epaa-3696	296	20	considered	consider	VERB
epaa-3696	296	21	a	a	DET
epaa-3696	296	22	source	source	NOUN
epaa-3696	296	23	of	of	ADP
epaa-3696	296	24	supply	supply	NOUN
epaa-3696	296	25	.	.	PUNCT
epaa-3696	297	1	the	the	DET
epaa-3696	297	2	teacher	teacher	NOUN
epaa-3696	297	3	supply	supply	NOUN
epaa-3696	297	4	that	that	PRON
epaa-3696	297	5	has	have	VERB
epaa-3696	297	6	the	the	DET
epaa-3696	297	7	potential	potential	NOUN
epaa-3696	297	8	to	to	PART
epaa-3696	297	9	meet	meet	VERB
epaa-3696	297	10	the	the	DET
epaa-3696	297	11	number	number	NOUN
epaa-3696	297	12	of	of	ADP
epaa-3696	297	13	newly	newly	ADV
epaa-3696	297	14	demanded	demand	VERB
epaa-3696	297	15	employees	employee	NOUN
epaa-3696	297	16	is	be	AUX
epaa-3696	297	17	adjusted	adjust	VERB
epaa-3696	297	18	by	by	ADP
epaa-3696	297	19	two	two	NUM
epaa-3696	297	20	main	main	ADJ
epaa-3696	297	21	influences	influence	NOUN
epaa-3696	297	22	:	:	PUNCT
epaa-3696	297	23	new	new	ADJ
epaa-3696	297	24	entrants	entrant	NOUN
epaa-3696	297	25	and	and	CCONJ
epaa-3696	297	26	re	re	NOUN
epaa-3696	297	27	-	-	NOUN
epaa-3696	297	28	entrants	entrant	NOUN
epaa-3696	297	29	(	(	PUNCT
epaa-3696	297	30	haggstrom	haggstrom	ADP
epaa-3696	297	31	et	et	PROPN
epaa-3696	297	32	al	al	PROPN
epaa-3696	297	33	.	.	PROPN
epaa-3696	297	34	,	,	PUNCT
epaa-3696	297	35	1988	1988	NUM
epaa-3696	297	36	)	)	PUNCT
epaa-3696	297	37	.	.	PUNCT
epaa-3696	298	1	individuals	individual	NOUN
epaa-3696	298	2	who	who	PRON
epaa-3696	298	3	hold	hold	VERB
epaa-3696	298	4	valid	valid	ADJ
epaa-3696	298	5	teaching	teaching	NOUN
epaa-3696	298	6	credentials	credential	NOUN
epaa-3696	298	7	,	,	PUNCT
epaa-3696	298	8	whether	whether	SCONJ
epaa-3696	298	9	or	or	CCONJ
epaa-3696	298	10	not	not	PART
epaa-3696	298	11	they	they	PRON
epaa-3696	298	12	are	be	AUX
epaa-3696	298	13	currently	currently	ADV
epaa-3696	298	14	in	in	ADP
epaa-3696	298	15	the	the	DET
epaa-3696	298	16	workforce	workforce	NOUN
epaa-3696	298	17	,	,	PUNCT
epaa-3696	298	18	are	be	AUX
epaa-3696	298	19	thought	think	VERB
epaa-3696	298	20	of	of	ADP
epaa-3696	298	21	as	as	ADP
epaa-3696	298	22	the	the	DET
epaa-3696	298	23	supply	supply	NOUN
epaa-3696	298	24	pool	pool	NOUN
epaa-3696	298	25	.	.	PUNCT
epaa-3696	299	1	education	education	NOUN
epaa-3696	299	2	policy	policy	NOUN
epaa-3696	299	3	analysis	analysis	NOUN
epaa-3696	299	4	archives	archive	NOUN
epaa-3696	299	5	vol	vol	NOUN
epaa-3696	299	6	.	.	PUNCT
epaa-3696	300	1	27	27	NUM
epaa-3696	300	2	no	no	NOUN
epaa-3696	300	3	.	.	NOUN
epaa-3696	300	4	35	35	NUM
epaa-3696	300	5	special	special	ADJ
epaa-3696	300	6	issue	issue	NOUN
epaa-3696	300	7	16	16	NUM
epaa-3696	300	8	some	some	PRON
epaa-3696	300	9	of	of	ADP
epaa-3696	300	10	these	these	DET
epaa-3696	300	11	individuals	individual	NOUN
epaa-3696	300	12	may	may	AUX
epaa-3696	300	13	enter	enter	VERB
epaa-3696	300	14	or	or	CCONJ
epaa-3696	300	15	re	re	VERB
epaa-3696	300	16	-	-	VERB
epaa-3696	300	17	enter	enter	VERB
epaa-3696	300	18	teaching	teaching	NOUN
epaa-3696	300	19	under	under	ADP
epaa-3696	300	20	the	the	DET
epaa-3696	300	21	right	right	ADJ
epaa-3696	300	22	conditions	condition	NOUN
epaa-3696	300	23	.	.	PUNCT
epaa-3696	301	1	understanding	understand	VERB
epaa-3696	301	2	these	these	DET
epaa-3696	301	3	conditions	condition	NOUN
epaa-3696	301	4	is	be	AUX
epaa-3696	301	5	important	important	ADJ
epaa-3696	301	6	for	for	ADP
epaa-3696	301	7	policymakers	policymaker	NOUN
epaa-3696	301	8	,	,	PUNCT
epaa-3696	301	9	particularly	particularly	ADV
epaa-3696	301	10	in	in	ADP
epaa-3696	301	11	times	time	NOUN
epaa-3696	301	12	when	when	SCONJ
epaa-3696	301	13	shortages	shortage	NOUN
epaa-3696	301	14	emerge	emerge	VERB
epaa-3696	301	15	.	.	PUNCT
epaa-3696	302	1	supply	supply	NOUN
epaa-3696	302	2	factors	factor	VERB
epaa-3696	302	3	new	new	ADJ
epaa-3696	302	4	entrants	entrant	NOUN
epaa-3696	302	5	.	.	PUNCT
epaa-3696	303	1	in	in	ADP
epaa-3696	303	2	most	most	ADJ
epaa-3696	303	3	years	year	NOUN
epaa-3696	303	4	,	,	PUNCT
epaa-3696	303	5	new	new	ADJ
epaa-3696	303	6	entrants	entrant	NOUN
epaa-3696	303	7	comprise	comprise	VERB
epaa-3696	303	8	over	over	ADP
epaa-3696	303	9	half	half	NOUN
epaa-3696	303	10	of	of	ADP
epaa-3696	303	11	the	the	DET
epaa-3696	303	12	annual	annual	ADJ
epaa-3696	303	13	teacher	teacher	NOUN
epaa-3696	303	14	supply	supply	NOUN
epaa-3696	303	15	(	(	PUNCT
epaa-3696	303	16	nces	nce	NOUN
epaa-3696	303	17	,	,	PUNCT
epaa-3696	303	18	2004	2004	NUM
epaa-3696	303	19	;	;	PUNCT
epaa-3696	303	20	2008	2008	NUM
epaa-3696	303	21	;	;	PUNCT
epaa-3696	303	22	2012	2012	NUM
epaa-3696	303	23	)	)	PUNCT
epaa-3696	303	24	.	.	PUNCT
epaa-3696	304	1	the	the	DET
epaa-3696	304	2	potential	potential	ADJ
epaa-3696	304	3	supply	supply	NOUN
epaa-3696	304	4	of	of	ADP
epaa-3696	304	5	new	new	ADJ
epaa-3696	304	6	entrants	entrant	NOUN
epaa-3696	304	7	is	be	AUX
epaa-3696	304	8	often	often	ADV
epaa-3696	304	9	estimated	estimate	VERB
epaa-3696	304	10	as	as	ADP
epaa-3696	304	11	the	the	DET
epaa-3696	304	12	number	number	NOUN
epaa-3696	304	13	of	of	ADP
epaa-3696	304	14	recent	recent	ADJ
epaa-3696	304	15	fully	fully	ADV
epaa-3696	304	16	credentialed	credentiale	VERB
epaa-3696	304	17	teachers	teacher	NOUN
epaa-3696	304	18	who	who	PRON
epaa-3696	304	19	have	have	AUX
epaa-3696	304	20	not	not	PART
epaa-3696	304	21	yet	yet	ADV
epaa-3696	304	22	taught	teach	VERB
epaa-3696	304	23	.	.	PUNCT
epaa-3696	305	1	when	when	SCONJ
epaa-3696	305	2	fully	fully	ADV
epaa-3696	305	3	credentialed	credentiale	VERB
epaa-3696	305	4	teachers	teacher	NOUN
epaa-3696	305	5	can	can	AUX
epaa-3696	305	6	not	not	PART
epaa-3696	305	7	be	be	AUX
epaa-3696	305	8	found	find	VERB
epaa-3696	305	9	,	,	PUNCT
epaa-3696	305	10	sometimes	sometimes	ADV
epaa-3696	305	11	teachers	teacher	NOUN
epaa-3696	305	12	are	be	AUX
epaa-3696	305	13	hired	hire	VERB
epaa-3696	305	14	who	who	PRON
epaa-3696	305	15	are	be	AUX
epaa-3696	305	16	not	not	PART
epaa-3696	305	17	fully	fully	ADV
epaa-3696	305	18	prepared	prepared	ADJ
epaa-3696	305	19	for	for	ADP
epaa-3696	305	20	the	the	DET
epaa-3696	305	21	subjects	subject	NOUN
epaa-3696	305	22	they	they	PRON
epaa-3696	305	23	teach	teach	VERB
epaa-3696	305	24	.	.	PUNCT
epaa-3696	306	1	state	state	NOUN
epaa-3696	306	2	laws	law	NOUN
epaa-3696	306	3	generally	generally	ADV
epaa-3696	306	4	indicate	indicate	VERB
epaa-3696	306	5	that	that	SCONJ
epaa-3696	306	6	underprepared	underprepared	ADJ
epaa-3696	306	7	teachers	teacher	NOUN
epaa-3696	306	8	can	can	AUX
epaa-3696	306	9	not	not	PART
epaa-3696	306	10	be	be	AUX
epaa-3696	306	11	hired	hire	VERB
epaa-3696	306	12	when	when	SCONJ
epaa-3696	306	13	fully	fully	ADV
epaa-3696	306	14	credentialed	credentiale	VERB
epaa-3696	306	15	teachers	teacher	NOUN
epaa-3696	306	16	are	be	AUX
epaa-3696	306	17	available	available	ADJ
epaa-3696	306	18	.	.	PUNCT
epaa-3696	307	1	thus	thus	ADV
epaa-3696	307	2	,	,	PUNCT
epaa-3696	307	3	when	when	SCONJ
epaa-3696	307	4	underprepared	underprepared	ADJ
epaa-3696	307	5	teachers	teacher	NOUN
epaa-3696	307	6	are	be	AUX
epaa-3696	307	7	hired	hire	VERB
epaa-3696	307	8	,	,	PUNCT
epaa-3696	307	9	it	it	PRON
epaa-3696	307	10	typically	typically	ADV
epaa-3696	307	11	indicates	indicate	VERB
epaa-3696	307	12	evidence	evidence	NOUN
epaa-3696	307	13	of	of	ADP
epaa-3696	307	14	a	a	DET
epaa-3696	307	15	shortage	shortage	NOUN
epaa-3696	307	16	.	.	PUNCT
epaa-3696	308	1	estimating	estimate	VERB
epaa-3696	308	2	the	the	DET
epaa-3696	308	3	number	number	NOUN
epaa-3696	308	4	of	of	ADP
epaa-3696	308	5	new	new	ADJ
epaa-3696	308	6	entrants	entrant	NOUN
epaa-3696	308	7	into	into	ADP
epaa-3696	308	8	the	the	DET
epaa-3696	308	9	workforce	workforce	NOUN
epaa-3696	308	10	in	in	ADP
epaa-3696	308	11	a	a	DET
epaa-3696	308	12	given	give	VERB
epaa-3696	308	13	year	year	NOUN
epaa-3696	308	14	can	can	AUX
epaa-3696	308	15	be	be	AUX
epaa-3696	308	16	tricky	tricky	ADJ
epaa-3696	308	17	.	.	PUNCT
epaa-3696	309	1	universal	universal	ADJ
epaa-3696	309	2	data	datum	NOUN
epaa-3696	309	3	collected	collect	VERB
epaa-3696	309	4	by	by	ADP
epaa-3696	309	5	the	the	DET
epaa-3696	309	6	federal	federal	ADJ
epaa-3696	309	7	government	government	NOUN
epaa-3696	309	8	on	on	ADP
epaa-3696	309	9	teacher	teacher	NOUN
epaa-3696	309	10	preparation	preparation	NOUN
epaa-3696	309	11	programs	program	NOUN
epaa-3696	309	12	can	can	AUX
epaa-3696	309	13	be	be	AUX
epaa-3696	309	14	used	use	VERB
epaa-3696	309	15	to	to	PART
epaa-3696	309	16	help	help	VERB
epaa-3696	309	17	deduce	deduce	VERB
epaa-3696	309	18	the	the	DET
epaa-3696	309	19	number	number	NOUN
epaa-3696	309	20	of	of	ADP
epaa-3696	309	21	candidates	candidate	NOUN
epaa-3696	309	22	who	who	PRON
epaa-3696	309	23	enroll	enroll	VERB
epaa-3696	309	24	in	in	ADP
epaa-3696	309	25	and	and	CCONJ
epaa-3696	309	26	complete	complete	ADJ
epaa-3696	309	27	teacher	teacher	NOUN
epaa-3696	309	28	preparation	preparation	NOUN
epaa-3696	309	29	programs	program	NOUN
epaa-3696	309	30	.	.	PUNCT
epaa-3696	310	1	however	however	ADV
epaa-3696	310	2	,	,	PUNCT
epaa-3696	310	3	these	these	DET
epaa-3696	310	4	data	datum	NOUN
epaa-3696	310	5	do	do	AUX
epaa-3696	310	6	not	not	PART
epaa-3696	310	7	reveal	reveal	VERB
epaa-3696	310	8	how	how	SCONJ
epaa-3696	310	9	many	many	ADJ
epaa-3696	310	10	and	and	CCONJ
epaa-3696	310	11	how	how	SCONJ
epaa-3696	310	12	soon	soon	ADV
epaa-3696	310	13	recent	recent	ADJ
epaa-3696	310	14	completers	completer	NOUN
epaa-3696	310	15	end	end	VERB
epaa-3696	310	16	up	up	ADP
epaa-3696	310	17	teaching	teaching	NOUN
epaa-3696	310	18	in	in	ADP
epaa-3696	310	19	the	the	DET
epaa-3696	310	20	classroom	classroom	NOUN
epaa-3696	310	21	.	.	PUNCT
epaa-3696	311	1	longitudinal	longitudinal	ADJ
epaa-3696	311	2	studies	study	NOUN
epaa-3696	311	3	conducted	conduct	VERB
epaa-3696	311	4	by	by	ADP
epaa-3696	311	5	institutions	institution	NOUN
epaa-3696	311	6	of	of	ADP
epaa-3696	311	7	higher	high	ADJ
epaa-3696	311	8	education	education	NOUN
epaa-3696	311	9	that	that	PRON
epaa-3696	311	10	follow	follow	VERB
epaa-3696	311	11	college	college	NOUN
epaa-3696	311	12	graduates	graduate	NOUN
epaa-3696	311	13	in	in	ADP
epaa-3696	311	14	their	their	PRON
epaa-3696	311	15	educational	educational	ADJ
epaa-3696	311	16	and	and	CCONJ
epaa-3696	311	17	occupational	occupational	ADJ
epaa-3696	311	18	pursuits	pursuit	NOUN
epaa-3696	311	19	can	can	AUX
epaa-3696	311	20	provide	provide	VERB
epaa-3696	311	21	estimates	estimate	NOUN
epaa-3696	311	22	of	of	ADP
epaa-3696	311	23	when	when	SCONJ
epaa-3696	311	24	and	and	CCONJ
epaa-3696	311	25	how	how	SCONJ
epaa-3696	311	26	many	many	ADJ
epaa-3696	311	27	college	college	NOUN
epaa-3696	311	28	graduates	graduate	NOUN
epaa-3696	311	29	enter	enter	VERB
epaa-3696	311	30	teaching	teach	VERB
epaa-3696	311	31	.	.	PUNCT
epaa-3696	312	1	these	these	DET
epaa-3696	312	2	sample	sample	NOUN
epaa-3696	312	3	sizes	size	NOUN
epaa-3696	312	4	are	be	AUX
epaa-3696	312	5	relatively	relatively	ADV
epaa-3696	312	6	small	small	ADJ
epaa-3696	312	7	and	and	CCONJ
epaa-3696	312	8	nonrepresentative	nonrepresentative	ADJ
epaa-3696	312	9	of	of	ADP
epaa-3696	312	10	all	all	DET
epaa-3696	312	11	teachers	teacher	NOUN
epaa-3696	312	12	.	.	PUNCT
epaa-3696	313	1	the	the	DET
epaa-3696	313	2	federal	federal	ADJ
epaa-3696	313	3	government	government	NOUN
epaa-3696	313	4	periodically	periodically	ADV
epaa-3696	313	5	conducts	conduct	VERB
epaa-3696	313	6	some	some	DET
epaa-3696	313	7	surveys	survey	NOUN
epaa-3696	313	8	,	,	PUNCT
epaa-3696	313	9	like	like	ADP
epaa-3696	313	10	the	the	DET
epaa-3696	313	11	baccalaureate	baccalaureate	NOUN
epaa-3696	313	12	and	and	CCONJ
epaa-3696	313	13	beyond	beyond	ADP
epaa-3696	313	14	survey	survey	NOUN
epaa-3696	313	15	,	,	PUNCT
epaa-3696	313	16	that	that	PRON
epaa-3696	313	17	follow	follow	VERB
epaa-3696	313	18	college	college	NOUN
epaa-3696	313	19	graduates	graduate	NOUN
epaa-3696	313	20	into	into	ADP
epaa-3696	313	21	their	their	PRON
epaa-3696	313	22	careers	career	NOUN
epaa-3696	313	23	,	,	PUNCT
epaa-3696	313	24	which	which	PRON
epaa-3696	313	25	can	can	AUX
epaa-3696	313	26	provide	provide	VERB
epaa-3696	313	27	some	some	DET
epaa-3696	313	28	information	information	NOUN
epaa-3696	313	29	as	as	ADV
epaa-3696	313	30	well	well	ADV
epaa-3696	313	31	.	.	PUNCT
epaa-3696	314	1	a	a	DET
epaa-3696	314	2	combination	combination	NOUN
epaa-3696	314	3	of	of	ADP
epaa-3696	314	4	these	these	DET
epaa-3696	314	5	types	type	NOUN
epaa-3696	314	6	of	of	ADP
epaa-3696	314	7	data	datum	NOUN
epaa-3696	314	8	—	—	PUNCT
epaa-3696	314	9	individuals	individual	NOUN
epaa-3696	314	10	who	who	PRON
epaa-3696	314	11	have	have	AUX
epaa-3696	314	12	completed	complete	VERB
epaa-3696	314	13	teacher	teacher	NOUN
epaa-3696	314	14	preparation	preparation	NOUN
epaa-3696	314	15	programs	program	NOUN
epaa-3696	314	16	and	and	CCONJ
epaa-3696	314	17	individuals	individual	NOUN
epaa-3696	314	18	who	who	PRON
epaa-3696	314	19	have	have	AUX
epaa-3696	314	20	accepted	accept	VERB
epaa-3696	314	21	teaching	teaching	NOUN
epaa-3696	314	22	jobs	job	NOUN
epaa-3696	314	23	—	—	PUNCT
epaa-3696	314	24	is	be	AUX
epaa-3696	314	25	necessary	necessary	ADJ
epaa-3696	314	26	to	to	PART
epaa-3696	314	27	properly	properly	ADV
epaa-3696	314	28	investigate	investigate	VERB
epaa-3696	314	29	patterns	pattern	NOUN
epaa-3696	314	30	of	of	ADP
epaa-3696	314	31	entry	entry	NOUN
epaa-3696	314	32	into	into	ADP
epaa-3696	314	33	the	the	DET
epaa-3696	314	34	teacher	teacher	NOUN
epaa-3696	314	35	labor	labor	NOUN
epaa-3696	314	36	market	market	NOUN
epaa-3696	314	37	.	.	PUNCT
epaa-3696	315	1	past	past	ADJ
epaa-3696	315	2	estimates	estimate	NOUN
epaa-3696	315	3	in	in	ADP
epaa-3696	315	4	the	the	DET
epaa-3696	315	5	literature	literature	NOUN
epaa-3696	315	6	generally	generally	ADV
epaa-3696	315	7	find	find	VERB
epaa-3696	315	8	between	between	ADP
epaa-3696	315	9	70	70	NUM
epaa-3696	315	10	%	%	NOUN
epaa-3696	315	11	and	and	CCONJ
epaa-3696	315	12	90	90	NUM
epaa-3696	315	13	%	%	NOUN
epaa-3696	315	14	of	of	ADP
epaa-3696	315	15	newly	newly	ADV
epaa-3696	315	16	minted	mint	VERB
epaa-3696	315	17	teachers	teacher	NOUN
epaa-3696	315	18	end	end	VERB
epaa-3696	315	19	up	up	ADP
epaa-3696	315	20	in	in	ADP
epaa-3696	315	21	the	the	DET
epaa-3696	315	22	classroom	classroom	NOUN
epaa-3696	315	23	in	in	ADP
epaa-3696	315	24	the	the	DET
epaa-3696	315	25	year	year	NOUN
epaa-3696	315	26	following	follow	VERB
epaa-3696	315	27	their	their	PRON
epaa-3696	315	28	teacher	teacher	NOUN
epaa-3696	315	29	preparation	preparation	NOUN
epaa-3696	315	30	,	,	PUNCT
epaa-3696	315	31	with	with	ADP
epaa-3696	315	32	higher	high	ADJ
epaa-3696	315	33	rates	rate	NOUN
epaa-3696	315	34	of	of	ADP
epaa-3696	315	35	entry	entry	NOUN
epaa-3696	315	36	from	from	ADP
epaa-3696	315	37	postbaccalaureate	postbaccalaureate	NOUN
epaa-3696	315	38	programs	program	NOUN
epaa-3696	315	39	than	than	ADP
epaa-3696	315	40	from	from	ADP
epaa-3696	315	41	undergraduate	undergraduate	ADJ
epaa-3696	315	42	programs	program	NOUN
epaa-3696	315	43	(	(	PUNCT
epaa-3696	315	44	darling	darling	NOUN
epaa-3696	315	45	-	-	PUNCT
epaa-3696	315	46	hammond	hammond	NOUN
epaa-3696	315	47	,	,	PUNCT
epaa-3696	315	48	2000	2000	NUM
epaa-3696	315	49	)	)	PUNCT
epaa-3696	315	50	.	.	PUNCT
epaa-3696	316	1	historically	historically	ADV
epaa-3696	316	2	,	,	PUNCT
epaa-3696	316	3	new	new	ADJ
epaa-3696	316	4	teachers	teacher	NOUN
epaa-3696	316	5	often	often	ADV
epaa-3696	316	6	came	come	VERB
epaa-3696	316	7	straight	straight	ADV
epaa-3696	316	8	from	from	ADP
epaa-3696	316	9	undergraduate	undergraduate	ADJ
epaa-3696	316	10	teacher	teacher	NOUN
epaa-3696	316	11	preparation	preparation	NOUN
epaa-3696	316	12	programs	program	NOUN
epaa-3696	316	13	(	(	PUNCT
epaa-3696	316	14	haggstrom	haggstrom	ADP
epaa-3696	316	15	et	et	PROPN
epaa-3696	316	16	al	al	PROPN
epaa-3696	316	17	.	.	PROPN
epaa-3696	316	18	,	,	PUNCT
epaa-3696	316	19	1988	1988	NUM
epaa-3696	316	20	)	)	PUNCT
epaa-3696	316	21	.	.	PUNCT
epaa-3696	317	1	today	today	NOUN
epaa-3696	317	2	,	,	PUNCT
epaa-3696	317	3	it	it	PRON
epaa-3696	317	4	is	be	AUX
epaa-3696	317	5	increasingly	increasingly	ADV
epaa-3696	317	6	common	common	ADJ
epaa-3696	317	7	to	to	PART
epaa-3696	317	8	obtain	obtain	VERB
epaa-3696	317	9	a	a	DET
epaa-3696	317	10	teacher	teacher	NOUN
epaa-3696	317	11	credential	credential	NOUN
epaa-3696	317	12	through	through	ADP
epaa-3696	317	13	a	a	DET
epaa-3696	317	14	postgraduate	postgraduate	NOUN
epaa-3696	317	15	program	program	NOUN
epaa-3696	317	16	.	.	PUNCT
epaa-3696	318	1	some	some	DET
epaa-3696	318	2	states	state	NOUN
epaa-3696	318	3	(	(	PUNCT
epaa-3696	318	4	ct	ct	PROPN
epaa-3696	318	5	and	and	CCONJ
epaa-3696	318	6	ny	ny	PROPN
epaa-3696	318	7	,	,	PUNCT
epaa-3696	318	8	for	for	ADP
epaa-3696	318	9	example	example	NOUN
epaa-3696	318	10	)	)	PUNCT
epaa-3696	318	11	have	have	AUX
epaa-3696	318	12	required	require	VERB
epaa-3696	318	13	that	that	SCONJ
epaa-3696	318	14	teachers	teacher	NOUN
epaa-3696	318	15	achieve	achieve	VERB
epaa-3696	318	16	a	a	DET
epaa-3696	318	17	master	master	NOUN
epaa-3696	318	18	’s	’s	PART
epaa-3696	318	19	degree	degree	NOUN
epaa-3696	318	20	in	in	ADP
epaa-3696	318	21	order	order	NOUN
epaa-3696	318	22	to	to	PART
epaa-3696	318	23	receive	receive	VERB
epaa-3696	318	24	professional	professional	ADJ
epaa-3696	318	25	certification	certification	NOUN
epaa-3696	318	26	;	;	PUNCT
epaa-3696	318	27	in	in	ADP
epaa-3696	318	28	california	california	PROPN
epaa-3696	318	29	,	,	PUNCT
epaa-3696	318	30	nearly	nearly	ADV
epaa-3696	318	31	all	all	PRON
epaa-3696	318	32	teaching	teaching	NOUN
epaa-3696	318	33	credentials	credential	NOUN
epaa-3696	318	34	are	be	AUX
epaa-3696	318	35	issued	issue	VERB
epaa-3696	318	36	in	in	ADP
epaa-3696	318	37	postbaccalaureate	postbaccalaureate	NOUN
epaa-3696	318	38	teacher	teacher	NOUN
epaa-3696	318	39	education	education	NOUN
epaa-3696	318	40	programs	program	NOUN
epaa-3696	318	41	.	.	PUNCT
epaa-3696	319	1	in	in	ADP
epaa-3696	319	2	addition	addition	NOUN
epaa-3696	319	3	,	,	PUNCT
epaa-3696	319	4	federal	federal	ADJ
epaa-3696	319	5	incentives	incentive	NOUN
epaa-3696	319	6	for	for	ADP
epaa-3696	319	7	alternative	alternative	ADJ
epaa-3696	319	8	certification	certification	NOUN
epaa-3696	319	9	have	have	AUX
epaa-3696	319	10	created	create	VERB
epaa-3696	319	11	postbaccalaureate	postbaccalaureate	NOUN
epaa-3696	319	12	pathways	pathway	NOUN
epaa-3696	319	13	in	in	ADP
epaa-3696	319	14	many	many	ADJ
epaa-3696	319	15	states	state	NOUN
epaa-3696	319	16	(	(	PUNCT
epaa-3696	319	17	darling	darling	NOUN
epaa-3696	319	18	-	-	PUNCT
epaa-3696	319	19	hammond	hammond	PROPN
epaa-3696	319	20	&	&	CCONJ
epaa-3696	319	21	sykes	sykes	PROPN
epaa-3696	319	22	,	,	PUNCT
epaa-3696	319	23	2003	2003	NUM
epaa-3696	319	24	;	;	PUNCT
epaa-3696	319	25	u.s	u.s	PROPN
epaa-3696	319	26	.	.	PROPN
epaa-3696	319	27	department	department	PROPN
epaa-3696	319	28	of	of	ADP
epaa-3696	319	29	education	education	PROPN
epaa-3696	319	30	office	office	NOUN
epaa-3696	319	31	of	of	ADP
epaa-3696	319	32	postsecondary	postsecondary	ADJ
epaa-3696	319	33	education	education	NOUN
epaa-3696	319	34	,	,	PUNCT
epaa-3696	319	35	2013	2013	NUM
epaa-3696	319	36	)	)	PUNCT
epaa-3696	319	37	.	.	PUNCT
epaa-3696	320	1	one	one	NUM
epaa-3696	320	2	survey	survey	NOUN
epaa-3696	320	3	in	in	ADP
epaa-3696	320	4	2011	2011	NUM
epaa-3696	320	5	found	find	VERB
epaa-3696	320	6	that	that	SCONJ
epaa-3696	320	7	about	about	ADV
epaa-3696	320	8	one	one	NUM
epaa-3696	320	9	-	-	PUNCT
epaa-3696	320	10	third	third	NOUN
epaa-3696	320	11	(	(	PUNCT
epaa-3696	320	12	34	34	NUM
epaa-3696	320	13	%	%	NOUN
epaa-3696	320	14	)	)	PUNCT
epaa-3696	320	15	of	of	ADP
epaa-3696	320	16	respondents	respondent	NOUN
epaa-3696	320	17	had	have	AUX
epaa-3696	320	18	entered	enter	VERB
epaa-3696	320	19	the	the	DET
epaa-3696	320	20	profession	profession	NOUN
epaa-3696	320	21	through	through	ADP
epaa-3696	320	22	a	a	DET
epaa-3696	320	23	postbaccalaureate	postbaccalaureate	NOUN
epaa-3696	320	24	program	program	NOUN
epaa-3696	320	25	(	(	PUNCT
epaa-3696	320	26	feistritzer	feistritzer	NOUN
epaa-3696	320	27	,	,	PUNCT
epaa-3696	320	28	2011	2011	NUM
epaa-3696	320	29	)	)	PUNCT
epaa-3696	320	30	.	.	PUNCT
epaa-3696	321	1	while	while	SCONJ
epaa-3696	321	2	some	some	DET
epaa-3696	321	3	education	education	NOUN
epaa-3696	321	4	graduates	graduate	VERB
epaa-3696	321	5	select	select	ADJ
epaa-3696	321	6	occupations	occupation	NOUN
epaa-3696	321	7	other	other	ADJ
epaa-3696	321	8	than	than	ADP
epaa-3696	321	9	teaching	teach	VERB
epaa-3696	321	10	,	,	PUNCT
epaa-3696	321	11	others	other	NOUN
epaa-3696	321	12	enter	enter	VERB
epaa-3696	321	13	teaching	teach	VERB
epaa-3696	321	14	after	after	ADP
epaa-3696	321	15	a	a	DET
epaa-3696	321	16	delay	delay	NOUN
epaa-3696	321	17	.	.	PUNCT
epaa-3696	322	1	the	the	DET
epaa-3696	322	2	nature	nature	NOUN
epaa-3696	322	3	of	of	ADP
epaa-3696	322	4	this	this	DET
epaa-3696	322	5	delay	delay	NOUN
epaa-3696	322	6	from	from	ADP
epaa-3696	322	7	preparation	preparation	NOUN
epaa-3696	322	8	to	to	PART
epaa-3696	322	9	practice	practice	NOUN
epaa-3696	322	10	adds	add	VERB
epaa-3696	322	11	delayed	delay	VERB
epaa-3696	322	12	entrants	entrant	NOUN
epaa-3696	322	13	as	as	ADP
epaa-3696	322	14	a	a	DET
epaa-3696	322	15	subcategory	subcategory	NOUN
epaa-3696	322	16	of	of	ADP
epaa-3696	322	17	teachers	teacher	NOUN
epaa-3696	322	18	that	that	PRON
epaa-3696	322	19	must	must	AUX
epaa-3696	322	20	be	be	AUX
epaa-3696	322	21	accounted	account	VERB
epaa-3696	322	22	for	for	ADP
epaa-3696	322	23	when	when	SCONJ
epaa-3696	322	24	examining	examine	VERB
epaa-3696	322	25	new	new	ADJ
epaa-3696	322	26	entrants	entrant	NOUN
epaa-3696	322	27	.	.	PUNCT
epaa-3696	323	1	estimates	estimate	NOUN
epaa-3696	323	2	of	of	ADP
epaa-3696	323	3	completer	completer	NOUN
epaa-3696	323	4	-	-	PUNCT
epaa-3696	323	5	to	to	ADP
epaa-3696	323	6	-	-	PUNCT
epaa-3696	323	7	teacher	teacher	NOUN
epaa-3696	323	8	entrant	entrant	NOUN
epaa-3696	323	9	rates	rate	NOUN
epaa-3696	323	10	are	be	AUX
epaa-3696	323	11	tied	tie	VERB
epaa-3696	323	12	to	to	ADP
epaa-3696	323	13	labor	labor	NOUN
epaa-3696	323	14	market	market	NOUN
epaa-3696	323	15	conditions	condition	NOUN
epaa-3696	323	16	.	.	PUNCT
epaa-3696	324	1	for	for	ADP
epaa-3696	324	2	instance	instance	NOUN
epaa-3696	324	3	,	,	PUNCT
epaa-3696	324	4	the	the	DET
epaa-3696	324	5	comparative	comparative	ADJ
epaa-3696	324	6	wage	wage	NOUN
epaa-3696	324	7	a	a	DET
epaa-3696	324	8	teacher	teacher	NOUN
epaa-3696	324	9	is	be	AUX
epaa-3696	324	10	paid	pay	VERB
epaa-3696	324	11	relative	relative	ADV
epaa-3696	324	12	to	to	ADP
epaa-3696	324	13	other	other	ADJ
epaa-3696	324	14	jobs	job	NOUN
epaa-3696	324	15	in	in	ADP
epaa-3696	324	16	the	the	DET
epaa-3696	324	17	economy	economy	NOUN
epaa-3696	324	18	can	can	AUX
epaa-3696	324	19	affect	affect	VERB
epaa-3696	324	20	the	the	DET
epaa-3696	324	21	decision	decision	NOUN
epaa-3696	324	22	of	of	ADP
epaa-3696	324	23	a	a	DET
epaa-3696	324	24	newly	newly	ADV
epaa-3696	324	25	qualified	qualified	ADJ
epaa-3696	324	26	teacher	teacher	NOUN
epaa-3696	324	27	to	to	PART
epaa-3696	324	28	enter	enter	VERB
epaa-3696	324	29	the	the	DET
epaa-3696	324	30	classroom	classroom	NOUN
epaa-3696	324	31	(	(	PUNCT
epaa-3696	324	32	loeb	loeb	PROPN
epaa-3696	324	33	&	&	CCONJ
epaa-3696	324	34	beteille	beteille	PROPN
epaa-3696	324	35	,	,	PUNCT
epaa-3696	324	36	2009	2009	NUM
epaa-3696	324	37	)	)	PUNCT
epaa-3696	324	38	.	.	PUNCT
epaa-3696	325	1	furthermore	furthermore	ADV
epaa-3696	325	2	,	,	PUNCT
epaa-3696	325	3	the	the	DET
epaa-3696	325	4	relative	relative	ADJ
epaa-3696	325	5	availability	availability	NOUN
epaa-3696	325	6	of	of	ADP
epaa-3696	325	7	teaching	teaching	NOUN
epaa-3696	325	8	positions	position	NOUN
epaa-3696	325	9	alters	alter	VERB
epaa-3696	325	10	the	the	DET
epaa-3696	325	11	likelihood	likelihood	NOUN
epaa-3696	325	12	that	that	SCONJ
epaa-3696	325	13	a	a	DET
epaa-3696	325	14	newly	newly	ADV
epaa-3696	325	15	qualified	qualified	ADJ
epaa-3696	325	16	teacher	teacher	NOUN
epaa-3696	325	17	who	who	PRON
epaa-3696	325	18	wants	want	VERB
epaa-3696	325	19	to	to	PART
epaa-3696	325	20	enter	enter	VERB
epaa-3696	325	21	the	the	DET
epaa-3696	325	22	profession	profession	NOUN
epaa-3696	325	23	finds	find	VERB
epaa-3696	325	24	a	a	DET
epaa-3696	325	25	job	job	NOUN
epaa-3696	325	26	.	.	PUNCT
epaa-3696	326	1	in	in	ADP
epaa-3696	326	2	times	time	NOUN
epaa-3696	326	3	of	of	ADP
epaa-3696	326	4	high	high	ADJ
epaa-3696	326	5	demand	demand	NOUN
epaa-3696	326	6	,	,	PUNCT
epaa-3696	326	7	when	when	SCONJ
epaa-3696	326	8	there	there	PRON
epaa-3696	326	9	are	be	VERB
epaa-3696	326	10	more	more	ADJ
epaa-3696	326	11	job	job	NOUN
epaa-3696	326	12	openings	opening	NOUN
epaa-3696	326	13	,	,	PUNCT
epaa-3696	326	14	the	the	DET
epaa-3696	326	15	percentage	percentage	NOUN
epaa-3696	326	16	of	of	ADP
epaa-3696	326	17	hires	hire	NOUN
epaa-3696	326	18	coming	come	VERB
epaa-3696	326	19	straight	straight	ADV
epaa-3696	326	20	from	from	ADP
epaa-3696	326	21	a	a	DET
epaa-3696	326	22	teacher	teacher	NOUN
epaa-3696	326	23	preparation	preparation	NOUN
epaa-3696	326	24	program	program	NOUN
epaa-3696	326	25	increases	increase	NOUN
epaa-3696	326	26	(	(	PUNCT
epaa-3696	326	27	darling	darling	NOUN
epaa-3696	326	28	-	-	PUNCT
epaa-3696	326	29	hammond	hammond	PROPN
epaa-3696	326	30	&	&	CCONJ
epaa-3696	326	31	sykes	sykes	PROPN
epaa-3696	326	32	,	,	PUNCT
epaa-3696	326	33	2003	2003	NUM
epaa-3696	326	34	)	)	PUNCT
epaa-3696	326	35	.	.	PUNCT
epaa-3696	327	1	some	some	DET
epaa-3696	327	2	evidence	evidence	NOUN
epaa-3696	327	3	suggests	suggest	VERB
epaa-3696	327	4	delayed	delay	VERB
epaa-3696	327	5	entry	entry	NOUN
epaa-3696	327	6	also	also	ADV
epaa-3696	327	7	varies	vary	VERB
epaa-3696	327	8	by	by	ADP
epaa-3696	327	9	subject	subject	ADJ
epaa-3696	327	10	area	area	NOUN
epaa-3696	327	11	.	.	PUNCT
epaa-3696	328	1	high	high	ADJ
epaa-3696	328	2	rates	rate	NOUN
epaa-3696	328	3	of	of	ADP
epaa-3696	328	4	delayed	delay	VERB
epaa-3696	328	5	entry	entry	NOUN
epaa-3696	328	6	are	be	AUX
epaa-3696	328	7	evident	evident	ADJ
epaa-3696	328	8	in	in	ADP
epaa-3696	328	9	some	some	DET
epaa-3696	328	10	fields	field	NOUN
epaa-3696	328	11	such	such	ADJ
epaa-3696	328	12	as	as	ADP
epaa-3696	328	13	physical	physical	ADJ
epaa-3696	328	14	education	education	NOUN
epaa-3696	328	15	and	and	CCONJ
epaa-3696	328	16	elementary	elementary	ADJ
epaa-3696	328	17	education	education	NOUN
epaa-3696	328	18	,	,	PUNCT
epaa-3696	328	19	but	but	CCONJ
epaa-3696	328	20	a	a	DET
epaa-3696	328	21	recent	recent	ADJ
epaa-3696	328	22	study	study	NOUN
epaa-3696	328	23	using	use	VERB
epaa-3696	328	24	national	national	ADJ
epaa-3696	328	25	data	datum	NOUN
epaa-3696	328	26	found	find	VERB
epaa-3696	328	27	that	that	SCONJ
epaa-3696	328	28	almost	almost	ADV
epaa-3696	328	29	all	all	PRON
epaa-3696	328	30	newly	newly	ADV
epaa-3696	328	31	prepared	prepare	VERB
epaa-3696	328	32	mathematics	mathematic	NOUN
epaa-3696	328	33	and	and	CCONJ
epaa-3696	328	34	science	science	NOUN
epaa-3696	328	35	teachers	teacher	NOUN
epaa-3696	328	36	entered	enter	VERB
epaa-3696	328	37	teaching	teaching	NOUN
epaa-3696	328	38	within	within	ADP
epaa-3696	328	39	a	a	DET
epaa-3696	328	40	year	year	NOUN
epaa-3696	328	41	of	of	ADP
epaa-3696	328	42	graduating	graduate	VERB
epaa-3696	328	43	if	if	SCONJ
epaa-3696	328	44	they	they	PRON
epaa-3696	328	45	entered	enter	VERB
epaa-3696	328	46	teaching	teaching	NOUN
epaa-3696	328	47	at	at	ADV
epaa-3696	328	48	all	all	ADV
epaa-3696	328	49	(	(	PUNCT
epaa-3696	328	50	ingersoll	ingersoll	PROPN
epaa-3696	328	51	,	,	PUNCT
epaa-3696	328	52	2011	2011	NUM
epaa-3696	328	53	)	)	PUNCT
epaa-3696	328	54	.	.	PUNCT
epaa-3696	329	1	an	an	DET
epaa-3696	329	2	analysis	analysis	NOUN
epaa-3696	329	3	of	of	ADP
epaa-3696	329	4	teacher	teacher	NOUN
epaa-3696	329	5	supply	supply	NOUN
epaa-3696	329	6	and	and	CCONJ
epaa-3696	329	7	demand	demand	NOUN
epaa-3696	329	8	in	in	ADP
epaa-3696	329	9	the	the	DET
epaa-3696	329	10	united	united	PROPN
epaa-3696	329	11	states	states	PROPN
epaa-3696	329	12	17	17	NUM
epaa-3696	329	13	we	we	PRON
epaa-3696	329	14	used	use	VERB
epaa-3696	329	15	survey	survey	NOUN
epaa-3696	329	16	responses	response	NOUN
epaa-3696	329	17	from	from	ADP
epaa-3696	329	18	the	the	DET
epaa-3696	329	19	2008:2012	2008:2012	NUM
epaa-3696	329	20	baccalaureate	baccalaureate	NOUN
epaa-3696	329	21	and	and	CCONJ
epaa-3696	329	22	beyond	beyond	ADP
epaa-3696	329	23	(	(	PUNCT
epaa-3696	329	24	b&b	b&b	PROPN
epaa-3696	329	25	)	)	PUNCT
epaa-3696	329	26	,	,	PUNCT
epaa-3696	329	27	a	a	DET
epaa-3696	329	28	longitudinal	longitudinal	ADJ
epaa-3696	329	29	study	study	NOUN
epaa-3696	329	30	that	that	PRON
epaa-3696	329	31	follows	follow	VERB
epaa-3696	329	32	college	college	NOUN
epaa-3696	329	33	graduates	graduate	NOUN
epaa-3696	329	34	after	after	SCONJ
epaa-3696	329	35	they	they	PRON
epaa-3696	329	36	receive	receive	VERB
epaa-3696	329	37	their	their	PRON
epaa-3696	329	38	ba	ba	NOUN
epaa-3696	329	39	degree	degree	NOUN
epaa-3696	329	40	,	,	PUNCT
epaa-3696	329	41	to	to	PART
epaa-3696	329	42	determine	determine	VERB
epaa-3696	329	43	the	the	DET
epaa-3696	329	44	percentage	percentage	NOUN
epaa-3696	329	45	of	of	ADP
epaa-3696	329	46	students	student	NOUN
epaa-3696	329	47	who	who	PRON
epaa-3696	329	48	were	be	AUX
epaa-3696	329	49	prepared	prepared	ADJ
epaa-3696	329	50	to	to	PART
epaa-3696	329	51	teach	teach	VERB
epaa-3696	329	52	but	but	CCONJ
epaa-3696	329	53	did	do	AUX
epaa-3696	329	54	not	not	PART
epaa-3696	329	55	end	end	VERB
epaa-3696	329	56	up	up	ADP
epaa-3696	329	57	in	in	ADP
epaa-3696	329	58	the	the	DET
epaa-3696	329	59	classroom	classroom	NOUN
epaa-3696	329	60	in	in	ADP
epaa-3696	329	61	a	a	DET
epaa-3696	329	62	fouryear	fouryear	ADJ
epaa-3696	329	63	period	period	NOUN
epaa-3696	329	64	.	.	PUNCT
epaa-3696	330	1	the	the	DET
epaa-3696	330	2	data	datum	NOUN
epaa-3696	330	3	provide	provide	VERB
epaa-3696	330	4	an	an	DET
epaa-3696	330	5	estimate	estimate	NOUN
epaa-3696	330	6	that	that	SCONJ
epaa-3696	330	7	75	75	NUM
epaa-3696	330	8	%	%	NOUN
epaa-3696	330	9	of	of	ADP
epaa-3696	330	10	newly	newly	ADV
epaa-3696	330	11	minted	mint	VERB
epaa-3696	330	12	teachers	teacher	NOUN
epaa-3696	330	13	ended	end	VERB
epaa-3696	330	14	up	up	ADP
epaa-3696	330	15	teaching	teaching	NOUN
epaa-3696	330	16	within	within	ADP
epaa-3696	330	17	four	four	NUM
epaa-3696	330	18	years	year	NOUN
epaa-3696	330	19	.	.	PUNCT
epaa-3696	331	1	it	it	PRON
epaa-3696	331	2	is	be	AUX
epaa-3696	331	3	possible	possible	ADJ
epaa-3696	331	4	some	some	PRON
epaa-3696	331	5	of	of	ADP
epaa-3696	331	6	these	these	DET
epaa-3696	331	7	teachers	teacher	NOUN
epaa-3696	331	8	end	end	VERB
epaa-3696	331	9	up	up	ADP
epaa-3696	331	10	teaching	teaching	NOUN
epaa-3696	331	11	in	in	ADP
epaa-3696	331	12	private	private	ADJ
epaa-3696	331	13	school	school	NOUN
epaa-3696	331	14	,	,	PUNCT
epaa-3696	331	15	but	but	CCONJ
epaa-3696	331	16	,	,	PUNCT
epaa-3696	331	17	as	as	SCONJ
epaa-3696	331	18	private	private	ADJ
epaa-3696	331	19	school	school	NOUN
epaa-3696	331	20	enrollments	enrollment	NOUN
epaa-3696	331	21	are	be	AUX
epaa-3696	331	22	less	less	ADJ
epaa-3696	331	23	than	than	ADP
epaa-3696	331	24	10	10	NUM
epaa-3696	331	25	%	%	NOUN
epaa-3696	331	26	of	of	ADP
epaa-3696	331	27	total	total	ADJ
epaa-3696	331	28	school	school	NOUN
epaa-3696	331	29	enrollments	enrollment	NOUN
epaa-3696	331	30	,	,	PUNCT
epaa-3696	331	31	the	the	DET
epaa-3696	331	32	percentage	percentage	NOUN
epaa-3696	331	33	would	would	AUX
epaa-3696	331	34	likely	likely	ADV
epaa-3696	331	35	be	be	AUX
epaa-3696	331	36	similarly	similarly	ADV
epaa-3696	331	37	small	small	ADJ
epaa-3696	331	38	.	.	PUNCT
epaa-3696	332	1	it	it	PRON
epaa-3696	332	2	is	be	AUX
epaa-3696	332	3	worth	worth	ADJ
epaa-3696	332	4	noting	note	VERB
epaa-3696	332	5	that	that	SCONJ
epaa-3696	332	6	the	the	DET
epaa-3696	332	7	b&b	b&b	PROPN
epaa-3696	332	8	sample	sample	NOUN
epaa-3696	332	9	includes	include	VERB
epaa-3696	332	10	only	only	ADV
epaa-3696	332	11	recent	recent	ADJ
epaa-3696	332	12	ba	ba	NOUN
epaa-3696	332	13	graduates	graduate	NOUN
epaa-3696	332	14	;	;	PUNCT
epaa-3696	332	15	therefore	therefore	ADV
epaa-3696	332	16	,	,	PUNCT
epaa-3696	332	17	this	this	DET
epaa-3696	332	18	estimate	estimate	NOUN
epaa-3696	332	19	does	do	AUX
epaa-3696	332	20	incorporate	incorporate	VERB
epaa-3696	332	21	many	many	ADJ
epaa-3696	332	22	teachers	teacher	NOUN
epaa-3696	332	23	coming	come	VERB
epaa-3696	332	24	from	from	ADP
epaa-3696	332	25	graduate	graduate	NOUN
epaa-3696	332	26	-	-	PUNCT
epaa-3696	332	27	level	level	NOUN
epaa-3696	332	28	pathways	pathway	NOUN
epaa-3696	332	29	or	or	CCONJ
epaa-3696	332	30	nontraditional	nontraditional	ADJ
epaa-3696	332	31	routes	route	NOUN
epaa-3696	332	32	,	,	PUNCT
epaa-3696	332	33	which	which	PRON
epaa-3696	332	34	typically	typically	ADV
epaa-3696	332	35	have	have	VERB
epaa-3696	332	36	higher	high	ADJ
epaa-3696	332	37	entry	entry	NOUN
epaa-3696	332	38	rates	rate	NOUN
epaa-3696	332	39	.	.	PUNCT
epaa-3696	333	1	the	the	DET
epaa-3696	333	2	four	four	NUM
epaa-3696	333	3	-	-	PUNCT
epaa-3696	333	4	year	year	NOUN
epaa-3696	333	5	average	average	NOUN
epaa-3696	333	6	has	have	VERB
epaa-3696	333	7	the	the	DET
epaa-3696	333	8	benefit	benefit	NOUN
epaa-3696	333	9	of	of	ADP
epaa-3696	333	10	accounting	account	VERB
epaa-3696	333	11	for	for	ADP
epaa-3696	333	12	many	many	ADJ
epaa-3696	333	13	delayed	delay	VERB
epaa-3696	333	14	entrants	entrant	NOUN
epaa-3696	333	15	.	.	PUNCT
epaa-3696	334	1	however	however	ADV
epaa-3696	334	2	,	,	PUNCT
epaa-3696	334	3	the	the	DET
epaa-3696	334	4	years	year	NOUN
epaa-3696	334	5	sampled	sample	VERB
epaa-3696	334	6	were	be	AUX
epaa-3696	334	7	during	during	ADP
epaa-3696	334	8	the	the	DET
epaa-3696	334	9	great	great	ADJ
epaa-3696	334	10	recession	recession	NOUN
epaa-3696	334	11	in	in	ADP
epaa-3696	334	12	precisely	precisely	ADV
epaa-3696	334	13	the	the	DET
epaa-3696	334	14	years	year	NOUN
epaa-3696	334	15	that	that	SCONJ
epaa-3696	334	16	many	many	ADJ
epaa-3696	334	17	beginning	begin	VERB
epaa-3696	334	18	teachers	teacher	NOUN
epaa-3696	334	19	were	be	AUX
epaa-3696	334	20	being	be	AUX
epaa-3696	334	21	laid	lay	VERB
epaa-3696	334	22	off	off	ADP
epaa-3696	334	23	,	,	PUNCT
epaa-3696	334	24	and	and	CCONJ
epaa-3696	334	25	fewer	few	ADJ
epaa-3696	334	26	new	new	ADJ
epaa-3696	334	27	teachers	teacher	NOUN
epaa-3696	334	28	were	be	AUX
epaa-3696	334	29	able	able	ADJ
epaa-3696	334	30	to	to	PART
epaa-3696	334	31	get	get	VERB
epaa-3696	334	32	teaching	teach	VERB
epaa-3696	334	33	jobs	job	NOUN
epaa-3696	334	34	than	than	SCONJ
epaa-3696	334	35	would	would	AUX
epaa-3696	334	36	normally	normally	ADV
epaa-3696	334	37	be	be	AUX
epaa-3696	334	38	the	the	DET
epaa-3696	334	39	case	case	NOUN
epaa-3696	334	40	.	.	PUNCT
epaa-3696	335	1	thus	thus	ADV
epaa-3696	335	2	,	,	PUNCT
epaa-3696	335	3	we	we	PRON
epaa-3696	335	4	think	think	VERB
epaa-3696	335	5	of	of	ADP
epaa-3696	335	6	this	this	PRON
epaa-3696	335	7	as	as	ADP
epaa-3696	335	8	a	a	DET
epaa-3696	335	9	lower	lower	ADV
epaa-3696	335	10	-	-	PUNCT
epaa-3696	335	11	bound	bind	VERB
epaa-3696	335	12	estimate	estimate	NOUN
epaa-3696	335	13	of	of	ADP
epaa-3696	335	14	entry	entry	NOUN
epaa-3696	335	15	rates	rate	NOUN
epaa-3696	335	16	into	into	ADP
epaa-3696	335	17	the	the	DET
epaa-3696	335	18	profession	profession	NOUN
epaa-3696	335	19	.	.	PUNCT
epaa-3696	336	1	for	for	ADP
epaa-3696	336	2	this	this	DET
epaa-3696	336	3	reason	reason	NOUN
epaa-3696	336	4	,	,	PUNCT
epaa-3696	336	5	our	our	PRON
epaa-3696	336	6	analysis	analysis	NOUN
epaa-3696	336	7	used	use	VERB
epaa-3696	336	8	a	a	DET
epaa-3696	336	9	lower	lower	ADV
epaa-3696	336	10	bound	bind	VERB
epaa-3696	336	11	of	of	ADP
epaa-3696	336	12	75	75	NUM
epaa-3696	336	13	%	%	NOUN
epaa-3696	336	14	and	and	CCONJ
epaa-3696	336	15	an	an	DET
epaa-3696	336	16	upper	upper	ADJ
epaa-3696	336	17	bound	bound	NOUN
epaa-3696	336	18	of	of	ADP
epaa-3696	336	19	90	90	NUM
epaa-3696	336	20	%	%	NOUN
epaa-3696	336	21	to	to	PART
epaa-3696	336	22	model	model	VERB
epaa-3696	336	23	the	the	DET
epaa-3696	336	24	flow	flow	NOUN
epaa-3696	336	25	of	of	ADP
epaa-3696	336	26	recruits	recruit	NOUN
epaa-3696	336	27	from	from	ADP
epaa-3696	336	28	teacher	teacher	NOUN
epaa-3696	336	29	preparation	preparation	NOUN
epaa-3696	336	30	to	to	ADP
epaa-3696	336	31	the	the	DET
epaa-3696	336	32	classroom	classroom	NOUN
epaa-3696	336	33	.	.	PUNCT
epaa-3696	337	1	re	re	NOUN
epaa-3696	338	1	-	-	NOUN
epaa-3696	339	1	entrants	entrant	NOUN
epaa-3696	339	2	.	.	PUNCT
epaa-3696	340	1	re	re	NOUN
epaa-3696	340	2	-	-	NOUN
epaa-3696	340	3	entrants	entrant	NOUN
epaa-3696	340	4	make	make	VERB
epaa-3696	340	5	up	up	ADP
epaa-3696	340	6	the	the	DET
epaa-3696	340	7	other	other	ADJ
epaa-3696	340	8	component	component	NOUN
epaa-3696	340	9	of	of	ADP
epaa-3696	340	10	teacher	teacher	NOUN
epaa-3696	340	11	supply	supply	NOUN
epaa-3696	340	12	.	.	PUNCT
epaa-3696	341	1	a	a	DET
epaa-3696	341	2	proportion	proportion	NOUN
epaa-3696	341	3	of	of	ADP
epaa-3696	341	4	teachers	teacher	NOUN
epaa-3696	341	5	each	each	DET
epaa-3696	341	6	year	year	NOUN
epaa-3696	341	7	leave	leave	VERB
epaa-3696	341	8	the	the	DET
epaa-3696	341	9	occupation	occupation	NOUN
epaa-3696	341	10	for	for	ADP
epaa-3696	341	11	personal	personal	ADJ
epaa-3696	341	12	and	and	CCONJ
epaa-3696	341	13	professional	professional	ADJ
epaa-3696	341	14	reasons	reason	NOUN
epaa-3696	341	15	(	(	PUNCT
epaa-3696	341	16	shields	shield	NOUN
epaa-3696	341	17	,	,	PUNCT
epaa-3696	341	18	esch	esch	PROPN
epaa-3696	341	19	,	,	PUNCT
epaa-3696	341	20	humphrey	humphrey	PROPN
epaa-3696	341	21	,	,	PUNCT
epaa-3696	341	22	&	&	CCONJ
epaa-3696	341	23	young	young	ADJ
epaa-3696	341	24	,	,	PUNCT
epaa-3696	341	25	1999	1999	NUM
epaa-3696	341	26	)	)	PUNCT
epaa-3696	341	27	.	.	PUNCT
epaa-3696	342	1	these	these	PRON
epaa-3696	342	2	exits	exits	AUX
epaa-3696	342	3	create	create	VERB
epaa-3696	342	4	a	a	DET
epaa-3696	342	5	reserve	reserve	ADJ
epaa-3696	342	6	pool	pool	NOUN
epaa-3696	342	7	of	of	ADP
epaa-3696	342	8	teachers	teacher	NOUN
epaa-3696	342	9	who	who	PRON
epaa-3696	342	10	have	have	VERB
epaa-3696	342	11	a	a	DET
epaa-3696	342	12	teaching	teaching	NOUN
epaa-3696	342	13	credential	credential	NOUN
epaa-3696	342	14	and	and	CCONJ
epaa-3696	342	15	experience	experience	NOUN
epaa-3696	342	16	but	but	CCONJ
epaa-3696	342	17	are	be	AUX
epaa-3696	342	18	not	not	PART
epaa-3696	342	19	currently	currently	ADV
epaa-3696	342	20	teaching	teach	VERB
epaa-3696	342	21	(	(	PUNCT
epaa-3696	342	22	haggstrom	haggstrom	ADV
epaa-3696	342	23	et	et	PROPN
epaa-3696	342	24	al	al	PROPN
epaa-3696	342	25	.	.	PROPN
epaa-3696	342	26	,	,	PUNCT
epaa-3696	342	27	1988	1988	NUM
epaa-3696	342	28	)	)	PUNCT
epaa-3696	342	29	.	.	PUNCT
epaa-3696	343	1	some	some	PRON
epaa-3696	343	2	of	of	ADP
epaa-3696	343	3	these	these	DET
epaa-3696	343	4	individuals	individual	NOUN
epaa-3696	343	5	come	come	VERB
epaa-3696	343	6	back	back	ADV
epaa-3696	343	7	to	to	ADP
epaa-3696	343	8	teaching	teach	VERB
epaa-3696	343	9	at	at	ADP
epaa-3696	343	10	a	a	DET
epaa-3696	343	11	later	later	ADJ
epaa-3696	343	12	date	date	NOUN
epaa-3696	343	13	as	as	ADP
epaa-3696	343	14	re	re	NOUN
epaa-3696	343	15	-	-	NOUN
epaa-3696	343	16	entrants	entrant	NOUN
epaa-3696	343	17	.	.	PUNCT
epaa-3696	344	1	the	the	DET
epaa-3696	344	2	size	size	NOUN
epaa-3696	344	3	and	and	CCONJ
epaa-3696	344	4	willingness	willingness	NOUN
epaa-3696	344	5	of	of	ADP
epaa-3696	344	6	candidates	candidate	NOUN
epaa-3696	344	7	in	in	ADP
epaa-3696	344	8	the	the	DET
epaa-3696	344	9	reserve	reserve	NOUN
epaa-3696	344	10	pool	pool	NOUN
epaa-3696	344	11	to	to	PART
epaa-3696	344	12	re	re	VERB
epaa-3696	344	13	-	-	VERB
epaa-3696	344	14	enter	enter	VERB
epaa-3696	344	15	is	be	AUX
epaa-3696	344	16	difficult	difficult	ADJ
epaa-3696	344	17	to	to	PART
epaa-3696	344	18	estimate	estimate	VERB
epaa-3696	344	19	,	,	PUNCT
epaa-3696	344	20	but	but	CCONJ
epaa-3696	344	21	existing	exist	VERB
epaa-3696	344	22	data	datum	NOUN
epaa-3696	344	23	allow	allow	VERB
epaa-3696	344	24	us	we	PRON
epaa-3696	344	25	to	to	PART
epaa-3696	344	26	examine	examine	VERB
epaa-3696	344	27	the	the	DET
epaa-3696	344	28	share	share	NOUN
epaa-3696	344	29	of	of	ADP
epaa-3696	344	30	annual	annual	ADJ
epaa-3696	344	31	hires	hire	NOUN
epaa-3696	344	32	who	who	PRON
epaa-3696	344	33	come	come	VERB
epaa-3696	344	34	from	from	ADP
epaa-3696	344	35	this	this	DET
epaa-3696	344	36	pool	pool	NOUN
epaa-3696	344	37	.	.	PUNCT
epaa-3696	345	1	recent	recent	ADJ
epaa-3696	345	2	estimates	estimate	NOUN
epaa-3696	345	3	from	from	ADP
epaa-3696	345	4	the	the	DET
epaa-3696	345	5	2011–12	2011–12	PROPN
epaa-3696	345	6	sass	sass	NOUN
epaa-3696	345	7	survey	survey	NOUN
epaa-3696	345	8	find	find	VERB
epaa-3696	345	9	that	that	SCONJ
epaa-3696	345	10	approximately	approximately	ADV
epaa-3696	345	11	49	49	NUM
epaa-3696	345	12	%	%	NOUN
epaa-3696	345	13	of	of	ADP
epaa-3696	345	14	teachers	teacher	NOUN
epaa-3696	345	15	entering	enter	VERB
epaa-3696	345	16	the	the	DET
epaa-3696	345	17	teaching	teaching	NOUN
epaa-3696	345	18	workforce	workforce	NOUN
epaa-3696	345	19	are	be	AUX
epaa-3696	345	20	reentrants	reentrant	NOUN
epaa-3696	345	21	.	.	PUNCT
epaa-3696	346	1	a	a	DET
epaa-3696	346	2	re	re	NOUN
epaa-3696	346	3	-	-	NOUN
epaa-3696	346	4	entrant	entrant	NOUN
epaa-3696	346	5	is	be	AUX
epaa-3696	346	6	defined	define	VERB
epaa-3696	346	7	as	as	ADP
epaa-3696	346	8	a	a	DET
epaa-3696	346	9	new	new	ADJ
epaa-3696	346	10	hire	hire	NOUN
epaa-3696	346	11	(	(	PUNCT
epaa-3696	346	12	someone	someone	PRON
epaa-3696	346	13	who	who	PRON
epaa-3696	346	14	was	be	AUX
epaa-3696	346	15	not	not	PART
epaa-3696	346	16	teaching	teach	VERB
epaa-3696	346	17	in	in	ADP
epaa-3696	346	18	public	public	ADJ
epaa-3696	346	19	schools	school	NOUN
epaa-3696	346	20	the	the	DET
epaa-3696	346	21	previous	previous	ADJ
epaa-3696	346	22	year	year	NOUN
epaa-3696	346	23	)	)	PUNCT
epaa-3696	346	24	who	who	PRON
epaa-3696	346	25	has	have	VERB
epaa-3696	346	26	prior	prior	ADJ
epaa-3696	346	27	experience	experience	NOUN
epaa-3696	346	28	teaching	teaching	NOUN
epaa-3696	346	29	in	in	ADP
epaa-3696	346	30	public	public	ADJ
epaa-3696	346	31	schools	school	NOUN
epaa-3696	346	32	.	.	PUNCT
epaa-3696	347	1	we	we	PRON
epaa-3696	347	2	note	note	VERB
epaa-3696	347	3	that	that	SCONJ
epaa-3696	347	4	labor	labor	NOUN
epaa-3696	347	5	market	market	NOUN
epaa-3696	347	6	conditions	condition	NOUN
epaa-3696	347	7	in	in	ADP
epaa-3696	347	8	2011–12	2011–12	PROPN
epaa-3696	347	9	were	be	AUX
epaa-3696	347	10	unusual	unusual	ADJ
epaa-3696	347	11	in	in	ADP
epaa-3696	347	12	that	that	DET
epaa-3696	347	13	year	year	NOUN
epaa-3696	347	14	,	,	PUNCT
epaa-3696	347	15	because	because	SCONJ
epaa-3696	347	16	many	many	ADJ
epaa-3696	347	17	districts	district	NOUN
epaa-3696	347	18	were	be	AUX
epaa-3696	347	19	laying	lay	VERB
epaa-3696	347	20	off	off	ADP
epaa-3696	347	21	teachers	teacher	NOUN
epaa-3696	347	22	,	,	PUNCT
epaa-3696	347	23	especially	especially	ADV
epaa-3696	347	24	beginners	beginner	NOUN
epaa-3696	347	25	,	,	PUNCT
epaa-3696	347	26	and	and	CCONJ
epaa-3696	347	27	hiring	hire	VERB
epaa-3696	347	28	very	very	ADV
epaa-3696	347	29	few	few	ADJ
epaa-3696	347	30	new	new	ADJ
epaa-3696	347	31	teachers	teacher	NOUN
epaa-3696	347	32	.	.	PUNCT
epaa-3696	348	1	proportions	proportion	NOUN
epaa-3696	348	2	of	of	ADP
epaa-3696	348	3	re	re	NOUN
epaa-3696	348	4	-	-	NOUN
epaa-3696	348	5	entrants	entrant	NOUN
epaa-3696	348	6	as	as	ADP
epaa-3696	348	7	a	a	DET
epaa-3696	348	8	share	share	NOUN
epaa-3696	348	9	of	of	ADP
epaa-3696	348	10	total	total	ADJ
epaa-3696	348	11	hires	hire	NOUN
epaa-3696	348	12	likely	likely	ADV
epaa-3696	348	13	vary	vary	VERB
epaa-3696	348	14	with	with	ADP
epaa-3696	348	15	labor	labor	NOUN
epaa-3696	348	16	market	market	NOUN
epaa-3696	348	17	and	and	CCONJ
epaa-3696	348	18	economic	economic	ADJ
epaa-3696	348	19	conditions	condition	NOUN
epaa-3696	348	20	as	as	ADP
epaa-3696	348	21	alternate	alternate	ADJ
epaa-3696	348	22	employment	employment	NOUN
epaa-3696	348	23	opportunities	opportunity	NOUN
epaa-3696	348	24	fluctuate	fluctuate	NOUN
epaa-3696	348	25	(	(	PUNCT
epaa-3696	348	26	haggstrom	haggstrom	ADP
epaa-3696	348	27	et	et	PROPN
epaa-3696	348	28	al	al	PROPN
epaa-3696	348	29	.	.	PROPN
epaa-3696	348	30	,	,	PUNCT
epaa-3696	348	31	1988	1988	NUM
epaa-3696	348	32	)	)	PUNCT
epaa-3696	348	33	.	.	PUNCT
epaa-3696	349	1	for	for	ADP
epaa-3696	349	2	example	example	NOUN
epaa-3696	349	3	,	,	PUNCT
epaa-3696	349	4	the	the	DET
epaa-3696	349	5	2011–12	2011–12	NUM
epaa-3696	349	6	estimate	estimate	NOUN
epaa-3696	349	7	of	of	ADP
epaa-3696	349	8	49	49	NUM
epaa-3696	349	9	%	%	NOUN
epaa-3696	349	10	is	be	AUX
epaa-3696	349	11	likely	likely	ADV
epaa-3696	349	12	elevated	elevate	VERB
epaa-3696	349	13	because	because	SCONJ
epaa-3696	349	14	after	after	ADP
epaa-3696	349	15	the	the	DET
epaa-3696	349	16	great	great	ADJ
epaa-3696	349	17	recession	recession	NOUN
epaa-3696	349	18	,	,	PUNCT
epaa-3696	349	19	as	as	SCONJ
epaa-3696	349	20	the	the	DET
epaa-3696	349	21	workforce	workforce	NOUN
epaa-3696	349	22	began	begin	VERB
epaa-3696	349	23	to	to	PART
epaa-3696	349	24	expand	expand	VERB
epaa-3696	349	25	,	,	PUNCT
epaa-3696	349	26	schools	school	NOUN
epaa-3696	349	27	rehired	rehire	VERB
epaa-3696	349	28	many	many	ADJ
epaa-3696	349	29	teachers	teacher	NOUN
epaa-3696	349	30	who	who	PRON
epaa-3696	349	31	had	have	AUX
epaa-3696	349	32	been	be	AUX
epaa-3696	349	33	laid	lay	VERB
epaa-3696	349	34	off	off	ADP
epaa-3696	349	35	just	just	ADV
epaa-3696	349	36	a	a	DET
epaa-3696	349	37	few	few	ADJ
epaa-3696	349	38	years	year	NOUN
epaa-3696	349	39	prior	prior	ADV
epaa-3696	349	40	as	as	ADP
epaa-3696	349	41	re	re	NOUN
epaa-3696	349	42	-	-	NOUN
epaa-3696	349	43	entrants	entrant	NOUN
epaa-3696	349	44	.	.	PUNCT
epaa-3696	350	1	in	in	ADP
epaa-3696	350	2	2003–04	2003–04	NUM
epaa-3696	350	3	and	and	CCONJ
epaa-3696	350	4	2007–08	2007–08	NOUN
epaa-3696	350	5	,	,	PUNCT
epaa-3696	350	6	the	the	DET
epaa-3696	350	7	proportion	proportion	NOUN
epaa-3696	350	8	of	of	ADP
epaa-3696	350	9	new	new	ADJ
epaa-3696	350	10	hires	hire	NOUN
epaa-3696	350	11	that	that	PRON
epaa-3696	350	12	were	be	AUX
epaa-3696	350	13	re	re	NOUN
epaa-3696	350	14	-	-	NOUN
epaa-3696	350	15	entrants	entrant	NOUN
epaa-3696	350	16	was	be	AUX
epaa-3696	350	17	lower	low	ADJ
epaa-3696	350	18	,	,	PUNCT
epaa-3696	350	19	at	at	ADP
epaa-3696	350	20	41	41	NUM
epaa-3696	350	21	%	%	NOUN
epaa-3696	350	22	and	and	CCONJ
epaa-3696	350	23	37	37	NUM
epaa-3696	350	24	%	%	NOUN
epaa-3696	350	25	,	,	PUNCT
epaa-3696	350	26	respectively	respectively	ADV
epaa-3696	350	27	(	(	PUNCT
epaa-3696	350	28	nces	nce	NOUN
epaa-3696	350	29	2004	2004	NUM
epaa-3696	350	30	;	;	PUNCT
epaa-3696	350	31	2008	2008	NUM
epaa-3696	350	32	;	;	PUNCT
epaa-3696	350	33	2012	2012	NUM
epaa-3696	350	34	)	)	PUNCT
epaa-3696	350	35	.	.	PUNCT
epaa-3696	351	1	research	research	NOUN
epaa-3696	351	2	suggests	suggest	VERB
epaa-3696	351	3	that	that	SCONJ
epaa-3696	351	4	many	many	ADJ
epaa-3696	351	5	re	re	NOUN
epaa-3696	351	6	-	-	NOUN
epaa-3696	351	7	entrants	entrant	NOUN
epaa-3696	351	8	left	leave	VERB
epaa-3696	351	9	with	with	ADP
epaa-3696	351	10	the	the	DET
epaa-3696	351	11	intention	intention	NOUN
epaa-3696	351	12	of	of	ADP
epaa-3696	351	13	returning	return	VERB
epaa-3696	351	14	,	,	PUNCT
epaa-3696	351	15	including	include	VERB
epaa-3696	351	16	teachers	teacher	NOUN
epaa-3696	351	17	who	who	PRON
epaa-3696	351	18	stepped	step	VERB
epaa-3696	351	19	out	out	ADP
epaa-3696	351	20	for	for	ADP
epaa-3696	351	21	child	child	NOUN
epaa-3696	351	22	-	-	PUNCT
epaa-3696	351	23	rearing	rear	VERB
epaa-3696	351	24	or	or	CCONJ
epaa-3696	351	25	other	other	ADJ
epaa-3696	351	26	personal	personal	ADJ
epaa-3696	351	27	reasons	reason	NOUN
epaa-3696	351	28	(	(	PUNCT
epaa-3696	351	29	grissom	grissom	PROPN
epaa-3696	351	30	&	&	CCONJ
epaa-3696	351	31	reininger	reininger	PROPN
epaa-3696	351	32	,	,	PUNCT
epaa-3696	351	33	2012	2012	NUM
epaa-3696	351	34	)	)	PUNCT
epaa-3696	351	35	.	.	PUNCT
epaa-3696	352	1	estimates	estimate	NOUN
epaa-3696	352	2	suggest	suggest	VERB
epaa-3696	352	3	that	that	SCONJ
epaa-3696	352	4	just	just	ADV
epaa-3696	352	5	under	under	ADP
epaa-3696	352	6	a	a	DET
epaa-3696	352	7	third	third	ADJ
epaa-3696	352	8	(	(	PUNCT
epaa-3696	352	9	between	between	ADP
epaa-3696	352	10	28	28	NUM
epaa-3696	352	11	%	%	NOUN
epaa-3696	352	12	and	and	CCONJ
epaa-3696	352	13	32.3	32.3	NUM
epaa-3696	352	14	%	%	NOUN
epaa-3696	352	15	)	)	PUNCT
epaa-3696	352	16	of	of	ADP
epaa-3696	352	17	teachers	teacher	NOUN
epaa-3696	352	18	who	who	PRON
epaa-3696	352	19	leave	leave	VERB
epaa-3696	352	20	teaching	teaching	NOUN
epaa-3696	352	21	come	come	VERB
epaa-3696	352	22	back	back	ADV
epaa-3696	352	23	to	to	ADP
epaa-3696	352	24	the	the	DET
epaa-3696	352	25	classroom	classroom	NOUN
epaa-3696	352	26	within	within	ADP
epaa-3696	352	27	five	five	NUM
epaa-3696	352	28	years	year	NOUN
epaa-3696	352	29	(	(	PUNCT
epaa-3696	352	30	grissom	grissom	PROPN
epaa-3696	352	31	&	&	CCONJ
epaa-3696	352	32	reininger	reininger	PROPN
epaa-3696	352	33	2012	2012	NUM
epaa-3696	352	34	;	;	PUNCT
epaa-3696	352	35	murnane	murnane	NOUN
epaa-3696	352	36	,	,	PUNCT
epaa-3696	352	37	singer	singer	NOUN
epaa-3696	352	38	,	,	PUNCT
epaa-3696	352	39	willett	willett	NOUN
epaa-3696	352	40	,	,	PUNCT
epaa-3696	352	41	kemple	kemple	ADJ
epaa-3696	352	42	,	,	PUNCT
epaa-3696	352	43	&	&	CCONJ
epaa-3696	352	44	olsen	olsen	PROPN
epaa-3696	352	45	,	,	PUNCT
epaa-3696	352	46	2009	2009	NUM
epaa-3696	352	47	)	)	PUNCT
epaa-3696	352	48	.	.	PUNCT
epaa-3696	353	1	on	on	ADP
epaa-3696	353	2	average	average	ADJ
epaa-3696	353	3	,	,	PUNCT
epaa-3696	353	4	teachers	teacher	NOUN
epaa-3696	353	5	who	who	PRON
epaa-3696	353	6	are	be	AUX
epaa-3696	353	7	female	female	ADJ
epaa-3696	353	8	and	and	CCONJ
epaa-3696	353	9	who	who	PRON
epaa-3696	353	10	have	have	VERB
epaa-3696	353	11	more	more	ADJ
epaa-3696	353	12	teaching	teaching	NOUN
epaa-3696	353	13	experience	experience	NOUN
epaa-3696	353	14	(	(	PUNCT
epaa-3696	353	15	controlling	control	VERB
epaa-3696	353	16	for	for	ADP
epaa-3696	353	17	age	age	NOUN
epaa-3696	353	18	)	)	PUNCT
epaa-3696	353	19	are	be	AUX
epaa-3696	353	20	more	more	ADV
epaa-3696	353	21	likely	likely	ADJ
epaa-3696	353	22	to	to	PART
epaa-3696	353	23	re	re	VERB
epaa-3696	353	24	-	-	VERB
epaa-3696	353	25	enter	enter	VERB
epaa-3696	353	26	teaching	teaching	NOUN
epaa-3696	353	27	,	,	PUNCT
epaa-3696	353	28	as	as	SCONJ
epaa-3696	353	29	are	be	AUX
epaa-3696	353	30	those	those	PRON
epaa-3696	353	31	who	who	PRON
epaa-3696	353	32	receive	receive	VERB
epaa-3696	353	33	higher	high	ADJ
epaa-3696	353	34	salaries	salary	NOUN
epaa-3696	353	35	(	(	PUNCT
epaa-3696	353	36	grissom	grissom	PROPN
epaa-3696	353	37	&	&	CCONJ
epaa-3696	353	38	reininger	reininger	PROPN
epaa-3696	353	39	,	,	PUNCT
epaa-3696	353	40	2012	2012	NUM
epaa-3696	353	41	)	)	PUNCT
epaa-3696	353	42	.	.	PUNCT
epaa-3696	354	1	most	most	ADJ
epaa-3696	354	2	teachers	teacher	NOUN
epaa-3696	354	3	who	who	PRON
epaa-3696	354	4	choose	choose	VERB
epaa-3696	354	5	to	to	PART
epaa-3696	354	6	re	re	VERB
epaa-3696	354	7	-	-	VERB
epaa-3696	354	8	enter	enter	VERB
epaa-3696	354	9	teaching	teaching	NOUN
epaa-3696	354	10	do	do	VERB
epaa-3696	354	11	so	so	ADV
epaa-3696	354	12	after	after	ADP
epaa-3696	354	13	just	just	ADV
epaa-3696	354	14	one	one	NUM
epaa-3696	354	15	or	or	CCONJ
epaa-3696	354	16	two	two	NUM
epaa-3696	354	17	years	year	NOUN
epaa-3696	354	18	out	out	ADP
epaa-3696	354	19	of	of	ADP
epaa-3696	354	20	the	the	DET
epaa-3696	354	21	classroom	classroom	NOUN
epaa-3696	354	22	.	.	PUNCT
epaa-3696	355	1	the	the	DET
epaa-3696	355	2	more	more	ADJ
epaa-3696	355	3	time	time	NOUN
epaa-3696	355	4	a	a	DET
epaa-3696	355	5	teacher	teacher	NOUN
epaa-3696	355	6	spends	spend	VERB
epaa-3696	355	7	away	away	ADV
epaa-3696	355	8	from	from	ADP
epaa-3696	355	9	the	the	DET
epaa-3696	355	10	classroom	classroom	NOUN
epaa-3696	355	11	,	,	PUNCT
epaa-3696	355	12	the	the	PRON
epaa-3696	355	13	less	less	ADV
epaa-3696	355	14	likely	likely	ADJ
epaa-3696	355	15	he	he	PRON
epaa-3696	355	16	or	or	CCONJ
epaa-3696	355	17	she	she	PRON
epaa-3696	355	18	is	be	AUX
epaa-3696	355	19	to	to	PART
epaa-3696	355	20	return	return	VERB
epaa-3696	355	21	to	to	ADP
epaa-3696	355	22	the	the	DET
epaa-3696	355	23	profession	profession	NOUN
epaa-3696	355	24	(	(	PUNCT
epaa-3696	355	25	grissom	grissom	PROPN
epaa-3696	355	26	&	&	CCONJ
epaa-3696	355	27	reininger	reininger	PROPN
epaa-3696	355	28	,	,	PUNCT
epaa-3696	355	29	2012	2012	NUM
epaa-3696	355	30	;	;	PUNCT
epaa-3696	355	31	see	see	VERB
epaa-3696	355	32	also	also	ADV
epaa-3696	355	33	haggstrom	haggstrom	ADP
epaa-3696	355	34	et	et	PROPN
epaa-3696	355	35	al	al	PROPN
epaa-3696	355	36	.	.	PROPN
epaa-3696	355	37	,	,	PUNCT
epaa-3696	355	38	1988	1988	NUM
epaa-3696	355	39	)	)	PUNCT
epaa-3696	355	40	.	.	PUNCT
epaa-3696	356	1	understanding	understand	VERB
epaa-3696	356	2	that	that	SCONJ
epaa-3696	356	3	the	the	DET
epaa-3696	356	4	proportion	proportion	NOUN
epaa-3696	356	5	and	and	CCONJ
epaa-3696	356	6	rate	rate	NOUN
epaa-3696	356	7	of	of	ADP
epaa-3696	356	8	re	re	NOUN
epaa-3696	356	9	-	-	NOUN
epaa-3696	356	10	entrants	entrant	NOUN
epaa-3696	356	11	can	can	AUX
epaa-3696	356	12	vary	vary	VERB
epaa-3696	356	13	,	,	PUNCT
epaa-3696	356	14	in	in	ADP
epaa-3696	356	15	our	our	PRON
epaa-3696	356	16	analysis	analysis	NOUN
epaa-3696	356	17	we	we	PRON
epaa-3696	356	18	estimate	estimate	VERB
epaa-3696	356	19	an	an	DET
epaa-3696	356	20	upper	upper	ADJ
epaa-3696	356	21	and	and	CCONJ
epaa-3696	356	22	lower	lower	ADV
epaa-3696	356	23	bound	bind	VERB
epaa-3696	356	24	for	for	ADP
epaa-3696	356	25	the	the	DET
epaa-3696	356	26	rate	rate	NOUN
epaa-3696	356	27	at	at	ADP
epaa-3696	356	28	which	which	PRON
epaa-3696	356	29	teachers	teacher	NOUN
epaa-3696	356	30	who	who	PRON
epaa-3696	356	31	leave	leave	VERB
epaa-3696	356	32	return	return	NOUN
epaa-3696	356	33	to	to	ADP
epaa-3696	356	34	the	the	DET
epaa-3696	356	35	classroom	classroom	NOUN
epaa-3696	356	36	within	within	ADP
epaa-3696	356	37	five	five	NUM
epaa-3696	356	38	years	year	NOUN
epaa-3696	356	39	of	of	ADP
epaa-3696	356	40	leaving	leave	VERB
epaa-3696	356	41	.	.	PUNCT
epaa-3696	357	1	grissom	grissom	PROPN
epaa-3696	357	2	and	and	CCONJ
epaa-3696	357	3	reininger	reininger	NOUN
epaa-3696	357	4	(	(	PUNCT
epaa-3696	357	5	2012	2012	NUM
epaa-3696	357	6	)	)	PUNCT
epaa-3696	357	7	found	find	VERB
epaa-3696	357	8	that	that	SCONJ
epaa-3696	357	9	38	38	NUM
epaa-3696	357	10	%	%	NOUN
epaa-3696	357	11	of	of	ADP
epaa-3696	357	12	teachers	teacher	NOUN
epaa-3696	357	13	who	who	PRON
epaa-3696	357	14	leave	leave	VERB
epaa-3696	357	15	the	the	DET
epaa-3696	357	16	classroom	classroom	NOUN
epaa-3696	357	17	return	return	NOUN
epaa-3696	357	18	at	at	ADP
epaa-3696	357	19	some	some	DET
epaa-3696	357	20	point	point	NOUN
epaa-3696	357	21	.	.	PUNCT
epaa-3696	358	1	however	however	ADV
epaa-3696	358	2	,	,	PUNCT
epaa-3696	358	3	using	use	VERB
epaa-3696	358	4	their	their	PRON
epaa-3696	358	5	time	time	NOUN
epaa-3696	358	6	to	to	PART
epaa-3696	358	7	re	re	VERB
epaa-3696	358	8	-	-	NOUN
epaa-3696	358	9	entry	entry	NOUN
epaa-3696	358	10	estimates	estimate	NOUN
epaa-3696	358	11	by	by	ADP
epaa-3696	358	12	year	year	NOUN
epaa-3696	358	13	,	,	PUNCT
epaa-3696	358	14	we	we	PRON
epaa-3696	358	15	know	know	VERB
epaa-3696	358	16	education	education	NOUN
epaa-3696	358	17	policy	policy	NOUN
epaa-3696	358	18	analysis	analysis	NOUN
epaa-3696	358	19	archives	archive	NOUN
epaa-3696	358	20	vol	vol	NOUN
epaa-3696	358	21	.	.	PUNCT
epaa-3696	359	1	27	27	NUM
epaa-3696	360	1	no	no	NOUN
epaa-3696	360	2	.	.	NOUN
epaa-3696	360	3	35	35	NUM
epaa-3696	360	4	special	special	ADJ
epaa-3696	360	5	issue	issue	NOUN
epaa-3696	360	6	18	18	NUM
epaa-3696	360	7	within	within	ADP
epaa-3696	360	8	the	the	DET
epaa-3696	360	9	first	first	ADJ
epaa-3696	360	10	five	five	NUM
epaa-3696	360	11	years	year	NOUN
epaa-3696	360	12	,	,	PUNCT
epaa-3696	360	13	85	85	NUM
epaa-3696	360	14	%	%	NOUN
epaa-3696	360	15	of	of	ADP
epaa-3696	360	16	teachers	teacher	NOUN
epaa-3696	360	17	return	return	VERB
epaa-3696	360	18	;	;	PUNCT
epaa-3696	360	19	therefore	therefore	ADV
epaa-3696	360	20	,	,	PUNCT
epaa-3696	360	21	32.3	32.3	NUM
epaa-3696	360	22	%	%	NOUN
epaa-3696	360	23	of	of	ADP
epaa-3696	360	24	all	all	DET
epaa-3696	360	25	teachers	teacher	NOUN
epaa-3696	360	26	who	who	PRON
epaa-3696	360	27	left	leave	VERB
epaa-3696	360	28	,	,	PUNCT
epaa-3696	360	29	returned	return	VERB
epaa-3696	360	30	within	within	ADP
epaa-3696	360	31	five	five	NUM
epaa-3696	360	32	years	year	NOUN
epaa-3696	360	33	.	.	PUNCT
epaa-3696	361	1	(	(	PUNCT
epaa-3696	361	2	grissom	grissom	PROPN
epaa-3696	361	3	&	&	CCONJ
epaa-3696	361	4	reininger	reininger	PROPN
epaa-3696	361	5	,	,	PUNCT
epaa-3696	361	6	2012	2012	NUM
epaa-3696	361	7	)	)	PUNCT
epaa-3696	361	8	.	.	PUNCT
epaa-3696	362	1	we	we	PRON
epaa-3696	362	2	use	use	VERB
epaa-3696	362	3	the	the	DET
epaa-3696	362	4	upper	upper	ADV
epaa-3696	362	5	-	-	PUNCT
epaa-3696	362	6	bound	bind	VERB
epaa-3696	362	7	rate	rate	NOUN
epaa-3696	362	8	of	of	ADP
epaa-3696	362	9	32.3	32.3	NUM
epaa-3696	362	10	%	%	NOUN
epaa-3696	362	11	and	and	CCONJ
epaa-3696	362	12	the	the	DET
epaa-3696	362	13	lower	lower	ADV
epaa-3696	362	14	bound	bind	VERB
epaa-3696	362	15	of	of	ADP
epaa-3696	362	16	28	28	NUM
epaa-3696	362	17	%	%	NOUN
epaa-3696	362	18	(	(	PUNCT
epaa-3696	362	19	murnane	murnane	NOUN
epaa-3696	362	20	et	et	PROPN
epaa-3696	362	21	al	al	PROPN
epaa-3696	362	22	.	.	PROPN
epaa-3696	362	23	,	,	PUNCT
epaa-3696	362	24	2009	2009	NUM
epaa-3696	362	25	)	)	PUNCT
epaa-3696	362	26	,	,	PUNCT
epaa-3696	362	27	which	which	PRON
epaa-3696	362	28	are	be	AUX
epaa-3696	362	29	based	base	VERB
epaa-3696	362	30	on	on	ADP
epaa-3696	362	31	the	the	DET
epaa-3696	362	32	range	range	NOUN
epaa-3696	362	33	of	of	ADP
epaa-3696	362	34	estimates	estimate	NOUN
epaa-3696	362	35	found	find	VERB
epaa-3696	362	36	in	in	ADP
epaa-3696	362	37	high	high	ADJ
epaa-3696	362	38	-	-	PUNCT
epaa-3696	362	39	quality	quality	NOUN
epaa-3696	362	40	studies	study	NOUN
epaa-3696	362	41	on	on	ADP
epaa-3696	362	42	teacher	teacher	NOUN
epaa-3696	362	43	re	re	NOUN
epaa-3696	362	44	-	-	NOUN
epaa-3696	362	45	entrance	entrance	NOUN
epaa-3696	362	46	.	.	PUNCT
epaa-3696	363	1	modeling	model	VERB
epaa-3696	363	2	teacher	teacher	NOUN
epaa-3696	363	3	supply	supply	NOUN
epaa-3696	363	4	currently	currently	ADV
epaa-3696	363	5	,	,	PUNCT
epaa-3696	363	6	key	key	ADJ
epaa-3696	363	7	indicators	indicator	NOUN
epaa-3696	363	8	point	point	VERB
epaa-3696	363	9	to	to	ADP
epaa-3696	363	10	a	a	DET
epaa-3696	363	11	significant	significant	ADJ
epaa-3696	363	12	decrease	decrease	NOUN
epaa-3696	363	13	in	in	ADP
epaa-3696	363	14	the	the	DET
epaa-3696	363	15	supply	supply	NOUN
epaa-3696	363	16	of	of	ADP
epaa-3696	363	17	teachers	teacher	NOUN
epaa-3696	363	18	.	.	PUNCT
epaa-3696	364	1	enrollments	enrollment	NOUN
epaa-3696	364	2	in	in	ADP
epaa-3696	364	3	teacher	teacher	NOUN
epaa-3696	364	4	preparation	preparation	NOUN
epaa-3696	364	5	programs	program	NOUN
epaa-3696	364	6	across	across	ADP
epaa-3696	364	7	the	the	DET
epaa-3696	364	8	country	country	NOUN
epaa-3696	364	9	have	have	AUX
epaa-3696	364	10	decreased	decrease	VERB
epaa-3696	364	11	steadily	steadily	ADV
epaa-3696	364	12	in	in	ADP
epaa-3696	364	13	recent	recent	ADJ
epaa-3696	364	14	years	year	NOUN
epaa-3696	364	15	.	.	PUNCT
epaa-3696	365	1	between	between	ADP
epaa-3696	365	2	2009	2009	NUM
epaa-3696	365	3	and	and	CCONJ
epaa-3696	365	4	2014	2014	NUM
epaa-3696	365	5	,	,	PUNCT
epaa-3696	365	6	the	the	DET
epaa-3696	365	7	most	most	ADV
epaa-3696	365	8	recent	recent	ADJ
epaa-3696	365	9	years	year	NOUN
epaa-3696	365	10	of	of	ADP
epaa-3696	365	11	data	datum	NOUN
epaa-3696	365	12	available	available	ADJ
epaa-3696	365	13	at	at	ADP
epaa-3696	365	14	the	the	DET
epaa-3696	365	15	time	time	NOUN
epaa-3696	365	16	of	of	ADP
epaa-3696	365	17	our	our	PRON
epaa-3696	365	18	analysis	analysis	NOUN
epaa-3696	365	19	,	,	PUNCT
epaa-3696	365	20	there	there	PRON
epaa-3696	365	21	was	be	VERB
epaa-3696	365	22	a	a	DET
epaa-3696	365	23	35	35	NUM
epaa-3696	365	24	%	%	NOUN
epaa-3696	365	25	reduction	reduction	NOUN
epaa-3696	365	26	in	in	ADP
epaa-3696	365	27	undergraduate	undergraduate	NOUN
epaa-3696	365	28	and	and	CCONJ
epaa-3696	365	29	postbaccalaureate	postbaccalaureate	NOUN
epaa-3696	365	30	teacher	teacher	NOUN
epaa-3696	365	31	preparation	preparation	NOUN
epaa-3696	365	32	enrollments	enrollment	NOUN
epaa-3696	365	33	,	,	PUNCT
epaa-3696	365	34	which	which	PRON
epaa-3696	365	35	amounts	amount	VERB
epaa-3696	365	36	to	to	ADP
epaa-3696	365	37	a	a	DET
epaa-3696	365	38	decrease	decrease	NOUN
epaa-3696	365	39	of	of	ADP
epaa-3696	365	40	almost	almost	ADV
epaa-3696	365	41	240,000	240,000	NUM
epaa-3696	365	42	fewer	few	ADJ
epaa-3696	365	43	professionals	professional	NOUN
epaa-3696	365	44	working	work	VERB
epaa-3696	365	45	their	their	PRON
epaa-3696	365	46	way	way	NOUN
epaa-3696	365	47	toward	toward	ADP
epaa-3696	365	48	the	the	DET
epaa-3696	365	49	classroom	classroom	NOUN
epaa-3696	365	50	in	in	ADP
epaa-3696	365	51	2014	2014	NUM
epaa-3696	365	52	as	as	ADP
epaa-3696	365	53	compared	compare	VERB
epaa-3696	365	54	to	to	ADP
epaa-3696	365	55	2009	2009	NUM
epaa-3696	365	56	.	.	PUNCT
epaa-3696	366	1	another	another	DET
epaa-3696	366	2	way	way	NOUN
epaa-3696	366	3	of	of	ADP
epaa-3696	366	4	looking	look	VERB
epaa-3696	366	5	at	at	ADP
epaa-3696	366	6	the	the	DET
epaa-3696	366	7	future	future	ADJ
epaa-3696	366	8	teacher	teacher	NOUN
epaa-3696	366	9	supply	supply	NOUN
epaa-3696	366	10	is	be	AUX
epaa-3696	366	11	by	by	ADP
epaa-3696	366	12	observing	observe	VERB
epaa-3696	366	13	the	the	DET
epaa-3696	366	14	number	number	NOUN
epaa-3696	366	15	of	of	ADP
epaa-3696	366	16	prospective	prospective	ADJ
epaa-3696	366	17	candidates	candidate	NOUN
epaa-3696	366	18	who	who	PRON
epaa-3696	366	19	attend	attend	VERB
epaa-3696	366	20	a	a	DET
epaa-3696	366	21	teacher	teacher	NOUN
epaa-3696	366	22	preparation	preparation	NOUN
epaa-3696	366	23	program	program	NOUN
epaa-3696	366	24	and	and	CCONJ
epaa-3696	366	25	complete	complete	VERB
epaa-3696	366	26	the	the	DET
epaa-3696	366	27	requirements	requirement	NOUN
epaa-3696	366	28	for	for	ADP
epaa-3696	366	29	a	a	DET
epaa-3696	366	30	credential	credential	NOUN
epaa-3696	366	31	.	.	PUNCT
epaa-3696	367	1	the	the	DET
epaa-3696	367	2	number	number	NOUN
epaa-3696	367	3	of	of	ADP
epaa-3696	367	4	completers	completer	NOUN
epaa-3696	367	5	decreased	decrease	VERB
epaa-3696	367	6	by	by	ADP
epaa-3696	367	7	over	over	ADP
epaa-3696	367	8	23	23	NUM
epaa-3696	367	9	%	%	NOUN
epaa-3696	367	10	from	from	ADP
epaa-3696	367	11	2009	2009	NUM
epaa-3696	367	12	to	to	ADP
epaa-3696	367	13	2014	2014	NUM
epaa-3696	367	14	(	(	PUNCT
epaa-3696	367	15	u.s	u.s	PROPN
epaa-3696	367	16	.	.	PROPN
epaa-3696	367	17	department	department	PROPN
epaa-3696	367	18	of	of	ADP
epaa-3696	367	19	education	education	PROPN
epaa-3696	367	20	,	,	PUNCT
epaa-3696	367	21	n.d	n.d	PROPN
epaa-3696	367	22	.	.	PROPN
epaa-3696	367	23	)	)	PUNCT
epaa-3696	367	24	.	.	PUNCT
epaa-3696	368	1	together	together	ADV
epaa-3696	368	2	,	,	PUNCT
epaa-3696	368	3	these	these	DET
epaa-3696	368	4	decreases	decrease	NOUN
epaa-3696	368	5	indicate	indicate	VERB
epaa-3696	368	6	significantly	significantly	ADV
epaa-3696	368	7	reduced	reduce	VERB
epaa-3696	368	8	teacher	teacher	NOUN
epaa-3696	368	9	supply	supply	NOUN
epaa-3696	368	10	(	(	PUNCT
epaa-3696	368	11	see	see	VERB
epaa-3696	368	12	figure	figure	NOUN
epaa-3696	368	13	5	5	NUM
epaa-3696	368	14	)	)	PUNCT
epaa-3696	368	15	.	.	PUNCT
epaa-3696	369	1	figure	figure	VERB
epaa-3696	369	2	5	5	NUM
epaa-3696	369	3	:	:	PUNCT
epaa-3696	369	4	national	national	ADJ
epaa-3696	369	5	teacher	teacher	NOUN
epaa-3696	369	6	preparation	preparation	NOUN
epaa-3696	369	7	program	program	NOUN
epaa-3696	369	8	enrollment	enrollment	NOUN
epaa-3696	369	9	and	and	CCONJ
epaa-3696	369	10	completers	completer	NOUN
epaa-3696	369	11	note	note	VERB
epaa-3696	369	12	:	:	PUNCT
epaa-3696	369	13	data	datum	NOUN
epaa-3696	369	14	include	include	VERB
epaa-3696	369	15	prospective	prospective	ADJ
epaa-3696	369	16	teachers	teacher	NOUN
epaa-3696	369	17	from	from	ADP
epaa-3696	369	18	both	both	CCONJ
epaa-3696	369	19	traditional	traditional	ADJ
epaa-3696	369	20	and	and	CCONJ
epaa-3696	369	21	alternative	alternative	ADJ
epaa-3696	369	22	teacher	teacher	NOUN
epaa-3696	369	23	education	education	NOUN
epaa-3696	369	24	programs	program	NOUN
epaa-3696	369	25	.	.	PUNCT
epaa-3696	370	1	source	source	NOUN
epaa-3696	370	2	:	:	PUNCT
epaa-3696	370	3	(	(	PUNCT
epaa-3696	370	4	u.s	u.s	PROPN
epaa-3696	370	5	.	.	PROPN
epaa-3696	370	6	department	department	PROPN
epaa-3696	370	7	of	of	ADP
epaa-3696	370	8	education	education	PROPN
epaa-3696	370	9	,	,	PUNCT
epaa-3696	370	10	n.d	n.d	PROPN
epaa-3696	370	11	.	.	PROPN
epaa-3696	370	12	)	)	PUNCT
epaa-3696	371	1	a	a	DET
epaa-3696	371	2	common	common	ADJ
epaa-3696	371	3	hypothesis	hypothesis	NOUN
epaa-3696	371	4	for	for	ADP
epaa-3696	371	5	the	the	DET
epaa-3696	371	6	dramatic	dramatic	ADJ
epaa-3696	371	7	downturn	downturn	NOUN
epaa-3696	371	8	in	in	ADP
epaa-3696	371	9	supply	supply	NOUN
epaa-3696	371	10	is	be	AUX
epaa-3696	371	11	that	that	SCONJ
epaa-3696	371	12	the	the	DET
epaa-3696	371	13	highly	highly	ADV
epaa-3696	371	14	publicized	publicized	ADJ
epaa-3696	371	15	teacher	teacher	NOUN
epaa-3696	371	16	layoffs	layoff	NOUN
epaa-3696	371	17	during	during	ADP
epaa-3696	371	18	the	the	DET
epaa-3696	371	19	great	great	ADJ
epaa-3696	371	20	recession	recession	NOUN
epaa-3696	371	21	left	leave	VERB
epaa-3696	371	22	a	a	DET
epaa-3696	371	23	mark	mark	NOUN
epaa-3696	371	24	on	on	ADP
epaa-3696	371	25	the	the	DET
epaa-3696	371	26	public	public	ADJ
epaa-3696	371	27	psyche	psyche	NOUN
epaa-3696	371	28	,	,	PUNCT
epaa-3696	371	29	including	include	VERB
epaa-3696	371	30	individuals	individual	NOUN
epaa-3696	371	31	who	who	PRON
epaa-3696	371	32	might	might	AUX
epaa-3696	371	33	have	have	AUX
epaa-3696	371	34	been	be	AUX
epaa-3696	371	35	considering	consider	VERB
epaa-3696	371	36	a	a	DET
epaa-3696	371	37	teaching	teaching	NOUN
epaa-3696	371	38	career	career	NOUN
epaa-3696	371	39	.	.	PUNCT
epaa-3696	372	1	in	in	ADP
epaa-3696	372	2	addition	addition	NOUN
epaa-3696	372	3	to	to	ADP
epaa-3696	372	4	the	the	DET
epaa-3696	372	5	fact	fact	NOUN
epaa-3696	372	6	that	that	SCONJ
epaa-3696	372	7	there	there	PRON
epaa-3696	372	8	were	be	VERB
epaa-3696	372	9	few	few	ADJ
epaa-3696	372	10	jobs	job	NOUN
epaa-3696	372	11	available	available	ADJ
epaa-3696	372	12	,	,	PUNCT
epaa-3696	372	13	budget	budget	NOUN
epaa-3696	372	14	cuts	cut	NOUN
epaa-3696	372	15	resulted	result	VERB
epaa-3696	372	16	in	in	ADP
epaa-3696	372	17	frozen	frozen	ADJ
epaa-3696	372	18	salaries	salary	NOUN
epaa-3696	372	19	and	and	CCONJ
epaa-3696	372	20	deteriorated	deteriorate	VERB
epaa-3696	372	21	teaching	teaching	NOUN
epaa-3696	372	22	conditions	condition	NOUN
epaa-3696	372	23	as	as	SCONJ
epaa-3696	372	24	resource	resource	NOUN
epaa-3696	372	25	limitations	limitation	NOUN
epaa-3696	372	26	led	lead	VERB
epaa-3696	372	27	to	to	ADP
epaa-3696	372	28	increased	increase	VERB
epaa-3696	372	29	class	class	NOUN
epaa-3696	372	30	sizes	size	NOUN
epaa-3696	372	31	,	,	PUNCT
epaa-3696	372	32	and	and	CCONJ
epaa-3696	372	33	fewer	few	ADJ
epaa-3696	372	34	materials	material	NOUN
epaa-3696	372	35	and	and	CCONJ
epaa-3696	372	36	instructional	instructional	ADJ
epaa-3696	372	37	supports	support	NOUN
epaa-3696	372	38	.	.	PUNCT
epaa-3696	373	1	an	an	DET
epaa-3696	373	2	analysis	analysis	NOUN
epaa-3696	373	3	of	of	ADP
epaa-3696	373	4	teacher	teacher	NOUN
epaa-3696	373	5	supply	supply	NOUN
epaa-3696	373	6	and	and	CCONJ
epaa-3696	373	7	demand	demand	NOUN
epaa-3696	373	8	in	in	ADP
epaa-3696	373	9	the	the	DET
epaa-3696	373	10	united	united	PROPN
epaa-3696	373	11	states	states	PROPN
epaa-3696	373	12	19	19	NUM
epaa-3696	373	13	one	one	NUM
epaa-3696	373	14	sign	sign	NOUN
epaa-3696	373	15	of	of	ADP
epaa-3696	373	16	the	the	DET
epaa-3696	373	17	cumulative	cumulative	ADJ
epaa-3696	373	18	impact	impact	NOUN
epaa-3696	373	19	of	of	ADP
epaa-3696	373	20	these	these	DET
epaa-3696	373	21	factors	factor	NOUN
epaa-3696	373	22	is	be	AUX
epaa-3696	373	23	that	that	SCONJ
epaa-3696	373	24	only	only	ADV
epaa-3696	373	25	5	5	NUM
epaa-3696	373	26	%	%	NOUN
epaa-3696	373	27	of	of	ADP
epaa-3696	373	28	the	the	DET
epaa-3696	373	29	students	student	NOUN
epaa-3696	373	30	in	in	ADP
epaa-3696	373	31	a	a	DET
epaa-3696	373	32	recent	recent	ADJ
epaa-3696	373	33	survey	survey	NOUN
epaa-3696	373	34	of	of	ADP
epaa-3696	373	35	those	those	PRON
epaa-3696	373	36	taking	take	VERB
epaa-3696	373	37	the	the	DET
epaa-3696	373	38	act	act	NOUN
epaa-3696	373	39	college	college	NOUN
epaa-3696	373	40	entrance	entrance	NOUN
epaa-3696	373	41	exam	exam	NOUN
epaa-3696	373	42	were	be	AUX
epaa-3696	373	43	interested	interested	ADJ
epaa-3696	373	44	in	in	ADP
epaa-3696	373	45	pursuing	pursue	VERB
epaa-3696	373	46	a	a	DET
epaa-3696	373	47	career	career	NOUN
epaa-3696	373	48	in	in	ADP
epaa-3696	373	49	education	education	NOUN
epaa-3696	373	50	,	,	PUNCT
epaa-3696	373	51	a	a	DET
epaa-3696	373	52	decrease	decrease	NOUN
epaa-3696	373	53	of	of	ADP
epaa-3696	373	54	29	29	NUM
epaa-3696	373	55	%	%	NOUN
epaa-3696	373	56	between	between	ADP
epaa-3696	373	57	2010	2010	NUM
epaa-3696	373	58	and	and	CCONJ
epaa-3696	373	59	2014	2014	NUM
epaa-3696	373	60	(	(	PUNCT
epaa-3696	373	61	act	act	PROPN
epaa-3696	373	62	,	,	PUNCT
epaa-3696	373	63	2014	2014	NUM
epaa-3696	373	64	)	)	PUNCT
epaa-3696	373	65	.	.	PUNCT
epaa-3696	374	1	in	in	ADP
epaa-3696	374	2	an	an	DET
epaa-3696	374	3	annual	annual	ADJ
epaa-3696	374	4	national	national	ADJ
epaa-3696	374	5	survey	survey	NOUN
epaa-3696	374	6	of	of	ADP
epaa-3696	374	7	college	college	NOUN
epaa-3696	374	8	freshmen	freshman	NOUN
epaa-3696	374	9	,	,	PUNCT
epaa-3696	374	10	only	only	ADV
epaa-3696	374	11	4.2	4.2	NUM
epaa-3696	374	12	%	%	NOUN
epaa-3696	374	13	of	of	ADP
epaa-3696	374	14	students	student	NOUN
epaa-3696	374	15	indicated	indicate	VERB
epaa-3696	374	16	their	their	PRON
epaa-3696	374	17	probable	probable	ADJ
epaa-3696	374	18	field	field	NOUN
epaa-3696	374	19	of	of	ADP
epaa-3696	374	20	study	study	NOUN
epaa-3696	374	21	would	would	AUX
epaa-3696	374	22	be	be	AUX
epaa-3696	374	23	education	education	NOUN
epaa-3696	374	24	.	.	PUNCT
epaa-3696	375	1	this	this	PRON
epaa-3696	375	2	is	be	AUX
epaa-3696	375	3	fewer	few	ADJ
epaa-3696	375	4	than	than	ADP
epaa-3696	375	5	half	half	DET
epaa-3696	375	6	the	the	DET
epaa-3696	375	7	share	share	NOUN
epaa-3696	375	8	who	who	PRON
epaa-3696	375	9	expressed	express	VERB
epaa-3696	375	10	interest	interest	NOUN
epaa-3696	375	11	in	in	ADP
epaa-3696	375	12	2007	2007	NUM
epaa-3696	375	13	,	,	PUNCT
epaa-3696	375	14	when	when	SCONJ
epaa-3696	375	15	9.2	9.2	NUM
epaa-3696	375	16	%	%	NOUN
epaa-3696	375	17	of	of	ADP
epaa-3696	375	18	students	student	NOUN
epaa-3696	375	19	intended	intend	VERB
epaa-3696	375	20	to	to	PART
epaa-3696	375	21	major	major	VERB
epaa-3696	375	22	in	in	ADP
epaa-3696	375	23	education	education	NOUN
epaa-3696	375	24	,	,	PUNCT
epaa-3696	375	25	and	and	CCONJ
epaa-3696	375	26	the	the	DET
epaa-3696	375	27	lowest	low	ADJ
epaa-3696	375	28	proportion	proportion	NOUN
epaa-3696	375	29	of	of	ADP
epaa-3696	375	30	students	student	NOUN
epaa-3696	375	31	considering	consider	VERB
epaa-3696	375	32	teaching	teach	VERB
epaa-3696	375	33	in	in	ADP
epaa-3696	375	34	the	the	DET
epaa-3696	375	35	last	last	ADJ
epaa-3696	375	36	45	45	NUM
epaa-3696	375	37	years	year	NOUN
epaa-3696	375	38	(	(	PUNCT
epaa-3696	375	39	cooperative	cooperative	ADJ
epaa-3696	375	40	institutional	institutional	ADJ
epaa-3696	375	41	research	research	NOUN
epaa-3696	375	42	program	program	NOUN
epaa-3696	375	43	,	,	PUNCT
epaa-3696	375	44	ucla	ucla	NOUN
epaa-3696	375	45	higher	high	ADJ
epaa-3696	375	46	education	education	PROPN
epaa-3696	375	47	research	research	PROPN
epaa-3696	375	48	institute	institute	NOUN
epaa-3696	375	49	,	,	PUNCT
epaa-3696	375	50	2016	2016	NUM
epaa-3696	375	51	)	)	PUNCT
epaa-3696	375	52	.	.	PUNCT
epaa-3696	376	1	enrollment	enrollment	NOUN
epaa-3696	376	2	and	and	CCONJ
epaa-3696	376	3	completion	completion	NOUN
epaa-3696	376	4	rates	rate	NOUN
epaa-3696	376	5	reveal	reveal	VERB
epaa-3696	376	6	important	important	ADJ
epaa-3696	376	7	information	information	NOUN
epaa-3696	376	8	about	about	ADP
epaa-3696	376	9	the	the	DET
epaa-3696	376	10	current	current	ADJ
epaa-3696	376	11	teacher	teacher	NOUN
epaa-3696	376	12	labor	labor	NOUN
epaa-3696	376	13	market	market	NOUN
epaa-3696	376	14	.	.	PUNCT
epaa-3696	377	1	modeling	model	VERB
epaa-3696	377	2	teacher	teacher	NOUN
epaa-3696	377	3	supply	supply	NOUN
epaa-3696	377	4	using	use	VERB
epaa-3696	377	5	these	these	DET
epaa-3696	377	6	data	datum	NOUN
epaa-3696	377	7	in	in	ADP
epaa-3696	377	8	tandem	tandem	NOUN
epaa-3696	377	9	with	with	ADP
epaa-3696	377	10	longitudinal	longitudinal	ADJ
epaa-3696	377	11	analysis	analysis	NOUN
epaa-3696	377	12	of	of	ADP
epaa-3696	377	13	college	college	NOUN
epaa-3696	377	14	graduates	graduate	NOUN
epaa-3696	377	15	and	and	CCONJ
epaa-3696	377	16	teacher	teacher	NOUN
epaa-3696	377	17	re	re	NOUN
epaa-3696	377	18	-	-	NOUN
epaa-3696	377	19	entry	entry	NOUN
epaa-3696	377	20	allows	allow	VERB
epaa-3696	377	21	a	a	DET
epaa-3696	377	22	more	more	ADV
epaa-3696	377	23	powerful	powerful	ADJ
epaa-3696	377	24	analysis	analysis	NOUN
epaa-3696	377	25	.	.	PUNCT
epaa-3696	378	1	figure	figure	NOUN
epaa-3696	378	2	6	6	NUM
epaa-3696	378	3	estimates	estimate	NOUN
epaa-3696	378	4	new	new	ADJ
epaa-3696	378	5	teacher	teacher	NOUN
epaa-3696	378	6	entrants	entrant	VERB
epaa-3696	378	7	over	over	ADP
epaa-3696	378	8	the	the	DET
epaa-3696	378	9	past	past	ADJ
epaa-3696	378	10	decade	decade	NOUN
epaa-3696	378	11	using	use	VERB
epaa-3696	378	12	universal	universal	ADJ
epaa-3696	378	13	data	datum	NOUN
epaa-3696	378	14	on	on	ADP
epaa-3696	378	15	teacher	teacher	NOUN
epaa-3696	378	16	preparation	preparation	NOUN
epaa-3696	378	17	programs	program	NOUN
epaa-3696	378	18	collected	collect	VERB
epaa-3696	378	19	by	by	ADP
epaa-3696	378	20	the	the	DET
epaa-3696	378	21	u.s	u.s	PROPN
epaa-3696	378	22	.	.	PROPN
epaa-3696	378	23	department	department	PROPN
epaa-3696	378	24	of	of	ADP
epaa-3696	378	25	education	education	NOUN
epaa-3696	378	26	under	under	ADP
epaa-3696	378	27	title	title	PROPN
epaa-3696	378	28	ii	ii	PROPN
epaa-3696	378	29	of	of	ADP
epaa-3696	378	30	the	the	DET
epaa-3696	378	31	higher	high	ADJ
epaa-3696	378	32	education	education	NOUN
epaa-3696	378	33	act	act	NOUN
epaa-3696	378	34	—	—	PUNCT
epaa-3696	378	35	the	the	DET
epaa-3696	378	36	most	most	ADV
epaa-3696	378	37	recent	recent	ADJ
epaa-3696	378	38	and	and	CCONJ
epaa-3696	378	39	complete	complete	ADJ
epaa-3696	378	40	national	national	ADJ
epaa-3696	378	41	data	datum	NOUN
epaa-3696	378	42	on	on	ADP
epaa-3696	378	43	teacher	teacher	NOUN
epaa-3696	378	44	preparation	preparation	NOUN
epaa-3696	378	45	.	.	PUNCT
epaa-3696	379	1	we	we	PRON
epaa-3696	379	2	use	use	VERB
epaa-3696	379	3	the	the	DET
epaa-3696	379	4	average	average	ADJ
epaa-3696	379	5	ratio	ratio	NOUN
epaa-3696	379	6	of	of	ADP
epaa-3696	379	7	completers	completer	NOUN
epaa-3696	379	8	to	to	ADP
epaa-3696	379	9	enrollments	enrollment	NOUN
epaa-3696	379	10	(	(	PUNCT
epaa-3696	379	11	.303	.303	NUM
epaa-3696	379	12	)	)	PUNCT
epaa-3696	379	13	to	to	PART
epaa-3696	379	14	project	project	VERB
epaa-3696	379	15	current	current	ADJ
epaa-3696	379	16	enrollments	enrollment	NOUN
epaa-3696	379	17	into	into	ADP
epaa-3696	379	18	future	future	ADJ
epaa-3696	379	19	completers	completer	NOUN
epaa-3696	379	20	.	.	PUNCT
epaa-3696	380	1	we	we	PRON
epaa-3696	380	2	then	then	ADV
epaa-3696	380	3	obtain	obtain	VERB
epaa-3696	380	4	a	a	DET
epaa-3696	380	5	range	range	NOUN
epaa-3696	380	6	of	of	ADP
epaa-3696	380	7	new	new	ADJ
epaa-3696	380	8	teacher	teacher	NOUN
epaa-3696	380	9	estimates	estimate	NOUN
epaa-3696	380	10	by	by	ADP
epaa-3696	380	11	multiplying	multiply	VERB
epaa-3696	380	12	the	the	DET
epaa-3696	380	13	number	number	NOUN
epaa-3696	380	14	of	of	ADP
epaa-3696	380	15	completers	completer	NOUN
epaa-3696	380	16	by	by	ADP
epaa-3696	380	17	a	a	DET
epaa-3696	380	18	lower	low	ADJ
epaa-3696	380	19	and	and	CCONJ
epaa-3696	380	20	upper	upper	ADJ
epaa-3696	380	21	bound	bind	VERB
epaa-3696	380	22	(	(	PUNCT
epaa-3696	380	23	75	75	NUM
epaa-3696	380	24	%	%	NOUN
epaa-3696	380	25	and	and	CCONJ
epaa-3696	380	26	90	90	NUM
epaa-3696	380	27	%	%	NOUN
epaa-3696	380	28	)	)	PUNCT
epaa-3696	380	29	for	for	ADP
epaa-3696	380	30	the	the	DET
epaa-3696	380	31	rate	rate	NOUN
epaa-3696	380	32	at	at	ADP
epaa-3696	380	33	which	which	PRON
epaa-3696	380	34	completers	completer	NOUN
epaa-3696	380	35	are	be	AUX
epaa-3696	380	36	expected	expect	VERB
epaa-3696	380	37	to	to	PART
epaa-3696	380	38	end	end	VERB
epaa-3696	380	39	up	up	ADP
epaa-3696	380	40	in	in	ADP
epaa-3696	380	41	the	the	DET
epaa-3696	380	42	classroom	classroom	NOUN
epaa-3696	380	43	.	.	PUNCT
epaa-3696	381	1	we	we	PRON
epaa-3696	381	2	estimate	estimate	VERB
epaa-3696	381	3	total	total	ADJ
epaa-3696	381	4	teacher	teacher	NOUN
epaa-3696	381	5	supply	supply	NOUN
epaa-3696	381	6	using	use	VERB
epaa-3696	381	7	the	the	DET
epaa-3696	381	8	average	average	ADJ
epaa-3696	381	9	annual	annual	ADJ
epaa-3696	381	10	attrition	attrition	NOUN
epaa-3696	381	11	rate	rate	NOUN
epaa-3696	381	12	reported	report	VERB
epaa-3696	381	13	by	by	ADP
epaa-3696	381	14	the	the	DET
epaa-3696	381	15	national	national	ADJ
epaa-3696	381	16	center	center	NOUN
epaa-3696	381	17	for	for	ADP
epaa-3696	381	18	education	education	NOUN
epaa-3696	381	19	statistics	statistic	NOUN
epaa-3696	381	20	(	(	PUNCT
epaa-3696	381	21	7.88	7.88	NUM
epaa-3696	381	22	%	%	NOUN
epaa-3696	381	23	)	)	PUNCT
epaa-3696	381	24	(	(	PUNCT
epaa-3696	381	25	nces	nce	NOUN
epaa-3696	381	26	,	,	PUNCT
epaa-3696	381	27	2015c	2015c	NUM
epaa-3696	381	28	)	)	PUNCT
epaa-3696	381	29	,	,	PUNCT
epaa-3696	381	30	the	the	DET
epaa-3696	381	31	upper	upper	ADJ
epaa-3696	381	32	(	(	PUNCT
epaa-3696	381	33	32.3	32.3	NUM
epaa-3696	381	34	%	%	NOUN
epaa-3696	381	35	)	)	PUNCT
epaa-3696	381	36	and	and	CCONJ
epaa-3696	381	37	lower	low	ADJ
epaa-3696	381	38	(	(	PUNCT
epaa-3696	381	39	28	28	NUM
epaa-3696	381	40	%	%	NOUN
epaa-3696	381	41	)	)	PUNCT
epaa-3696	381	42	bounds	bound	NOUN
epaa-3696	381	43	of	of	ADP
epaa-3696	381	44	re	re	NOUN
epaa-3696	381	45	-	-	NOUN
epaa-3696	381	46	entry	entry	NOUN
epaa-3696	381	47	rates	rate	NOUN
epaa-3696	381	48	,	,	PUNCT
epaa-3696	381	49	and	and	CCONJ
epaa-3696	381	50	estimates	estimate	NOUN
epaa-3696	381	51	of	of	ADP
epaa-3696	381	52	the	the	DET
epaa-3696	381	53	timing	timing	NOUN
epaa-3696	381	54	of	of	ADP
epaa-3696	381	55	return	return	NOUN
epaa-3696	381	56	for	for	ADP
epaa-3696	381	57	these	these	DET
epaa-3696	381	58	re	re	NOUN
epaa-3696	381	59	-	-	NOUN
epaa-3696	381	60	entrants	entrant	NOUN
epaa-3696	381	61	by	by	ADP
epaa-3696	381	62	grissom	grissom	NOUN
epaa-3696	381	63	and	and	CCONJ
epaa-3696	381	64	reininger	reininger	NOUN
epaa-3696	381	65	(	(	PUNCT
epaa-3696	381	66	2012	2012	NUM
epaa-3696	381	67	)	)	PUNCT
epaa-3696	381	68	.	.	PUNCT
epaa-3696	382	1	to	to	PART
epaa-3696	382	2	estimate	estimate	VERB
epaa-3696	382	3	supply	supply	NOUN
epaa-3696	382	4	into	into	ADP
epaa-3696	382	5	the	the	DET
epaa-3696	382	6	future	future	NOUN
epaa-3696	382	7	,	,	PUNCT
epaa-3696	382	8	we	we	PRON
epaa-3696	382	9	exponentially	exponentially	ADV
epaa-3696	382	10	smooth	smooth	VERB
epaa-3696	382	11	new	new	ADJ
epaa-3696	382	12	teacher	teacher	NOUN
epaa-3696	382	13	entrants	entrant	NOUN
epaa-3696	382	14	through	through	ADP
epaa-3696	382	15	2025	2025	NUM
epaa-3696	382	16	following	follow	VERB
epaa-3696	382	17	the	the	DET
epaa-3696	382	18	same	same	ADJ
epaa-3696	382	19	methods	method	NOUN
epaa-3696	382	20	as	as	SCONJ
epaa-3696	382	21	described	describe	VERB
epaa-3696	382	22	above	above	ADV
epaa-3696	382	23	to	to	PART
epaa-3696	382	24	produce	produce	VERB
epaa-3696	382	25	total	total	ADJ
epaa-3696	382	26	teacher	teacher	NOUN
epaa-3696	382	27	supply	supply	NOUN
epaa-3696	382	28	.	.	PUNCT
epaa-3696	383	1	assuming	assume	VERB
epaa-3696	383	2	supply	supply	NOUN
epaa-3696	383	3	holds	hold	VERB
epaa-3696	383	4	constant	constant	ADJ
epaa-3696	383	5	,	,	PUNCT
epaa-3696	383	6	meaning	mean	VERB
epaa-3696	383	7	new	new	ADJ
epaa-3696	383	8	entrants	entrant	NOUN
epaa-3696	383	9	and	and	CCONJ
epaa-3696	383	10	re	re	NOUN
epaa-3696	383	11	-	-	NOUN
epaa-3696	383	12	entrants	entrant	NOUN
epaa-3696	383	13	remain	remain	VERB
epaa-3696	383	14	constant	constant	ADJ
epaa-3696	383	15	at	at	ADP
epaa-3696	383	16	2016	2016	NUM
epaa-3696	383	17	levels	level	NOUN
epaa-3696	383	18	,	,	PUNCT
epaa-3696	383	19	these	these	DET
epaa-3696	383	20	projections	projection	NOUN
epaa-3696	383	21	illustrate	illustrate	VERB
epaa-3696	383	22	future	future	ADJ
epaa-3696	383	23	supply	supply	NOUN
epaa-3696	383	24	.	.	PUNCT
epaa-3696	384	1	figure	figure	NOUN
epaa-3696	384	2	6	6	NUM
epaa-3696	384	3	shows	show	VERB
epaa-3696	384	4	a	a	DET
epaa-3696	384	5	steady	steady	ADJ
epaa-3696	384	6	decline	decline	NOUN
epaa-3696	384	7	in	in	ADP
epaa-3696	384	8	the	the	DET
epaa-3696	384	9	teacher	teacher	NOUN
epaa-3696	384	10	supply	supply	NOUN
epaa-3696	384	11	starting	start	VERB
epaa-3696	384	12	in	in	ADP
epaa-3696	384	13	2009	2009	NUM
epaa-3696	384	14	.	.	PUNCT
epaa-3696	385	1	according	accord	VERB
epaa-3696	385	2	to	to	ADP
epaa-3696	385	3	our	our	PRON
epaa-3696	385	4	model	model	NOUN
epaa-3696	385	5	,	,	PUNCT
epaa-3696	385	6	we	we	PRON
epaa-3696	385	7	estimate	estimate	VERB
epaa-3696	385	8	2016	2016	NUM
epaa-3696	385	9	to	to	PART
epaa-3696	385	10	have	have	VERB
epaa-3696	385	11	the	the	DET
epaa-3696	385	12	lowest	low	ADJ
epaa-3696	385	13	number	number	NOUN
epaa-3696	385	14	of	of	ADP
epaa-3696	385	15	available	available	ADJ
epaa-3696	385	16	new	new	ADJ
epaa-3696	385	17	entrants	entrant	NOUN
epaa-3696	385	18	in	in	ADP
epaa-3696	385	19	over	over	ADP
epaa-3696	385	20	10	10	NUM
epaa-3696	385	21	years	year	NOUN
epaa-3696	385	22	,	,	PUNCT
epaa-3696	385	23	at	at	ADP
epaa-3696	385	24	around	around	ADP
epaa-3696	385	25	113,000	113,000	NUM
epaa-3696	385	26	first	first	ADJ
epaa-3696	385	27	-	-	PUNCT
epaa-3696	385	28	time	time	NOUN
epaa-3696	385	29	teachers	teacher	NOUN
epaa-3696	385	30	.	.	PUNCT
epaa-3696	386	1	this	this	DET
epaa-3696	386	2	estimate	estimate	NOUN
epaa-3696	386	3	is	be	AUX
epaa-3696	386	4	calculated	calculate	VERB
epaa-3696	386	5	by	by	ADP
epaa-3696	386	6	finding	find	VERB
epaa-3696	386	7	the	the	DET
epaa-3696	386	8	mid	mid	NOUN
epaa-3696	386	9	-	-	NOUN
epaa-3696	386	10	point	point	NOUN
epaa-3696	386	11	between	between	ADP
epaa-3696	386	12	the	the	DET
epaa-3696	386	13	upper	upper	ADJ
epaa-3696	386	14	and	and	CCONJ
epaa-3696	386	15	lower	low	ADJ
epaa-3696	386	16	bound	bind	VERB
epaa-3696	386	17	of	of	ADP
epaa-3696	386	18	new	new	ADJ
epaa-3696	386	19	entrants	entrant	NOUN
epaa-3696	386	20	.	.	PUNCT
epaa-3696	387	1	the	the	DET
epaa-3696	387	2	upper	upper	ADJ
epaa-3696	387	3	and	and	CCONJ
epaa-3696	387	4	lower	low	ADJ
epaa-3696	387	5	bounds	bound	NOUN
epaa-3696	387	6	in	in	ADP
epaa-3696	387	7	brackets	bracket	NOUN
epaa-3696	387	8	indicate	indicate	VERB
epaa-3696	387	9	where	where	SCONJ
epaa-3696	387	10	total	total	ADJ
epaa-3696	387	11	supply	supply	NOUN
epaa-3696	387	12	will	will	AUX
epaa-3696	387	13	lie	lie	VERB
epaa-3696	387	14	based	base	VERB
epaa-3696	387	15	on	on	ADP
epaa-3696	387	16	variation	variation	NOUN
epaa-3696	387	17	in	in	ADP
epaa-3696	387	18	re	re	NOUN
epaa-3696	387	19	-	-	NOUN
epaa-3696	387	20	entrants	entrant	NOUN
epaa-3696	387	21	and	and	CCONJ
epaa-3696	387	22	the	the	DET
epaa-3696	387	23	entry	entry	NOUN
epaa-3696	387	24	rate	rate	NOUN
epaa-3696	387	25	.	.	PUNCT
epaa-3696	388	1	in	in	ADP
epaa-3696	388	2	2015–16	2015–16	NOUN
epaa-3696	388	3	,	,	PUNCT
epaa-3696	388	4	the	the	DET
epaa-3696	388	5	overall	overall	ADJ
epaa-3696	388	6	teacher	teacher	NOUN
epaa-3696	388	7	supply	supply	NOUN
epaa-3696	388	8	(	(	PUNCT
epaa-3696	388	9	new	new	ADJ
epaa-3696	388	10	entrants	entrant	NOUN
epaa-3696	388	11	and	and	CCONJ
epaa-3696	388	12	re	re	NOUN
epaa-3696	388	13	-	-	NOUN
epaa-3696	388	14	entrants	entrant	NOUN
epaa-3696	388	15	)	)	PUNCT
epaa-3696	388	16	was	be	AUX
epaa-3696	388	17	estimated	estimate	VERB
epaa-3696	388	18	to	to	PART
epaa-3696	388	19	be	be	AUX
epaa-3696	388	20	between	between	ADP
epaa-3696	388	21	180,000	180,000	NUM
epaa-3696	388	22	and	and	CCONJ
epaa-3696	388	23	212,000	212,000	NUM
epaa-3696	388	24	teachers	teacher	NOUN
epaa-3696	388	25	,	,	PUNCT
epaa-3696	388	26	while	while	SCONJ
epaa-3696	388	27	the	the	DET
epaa-3696	388	28	demand	demand	NOUN
epaa-3696	388	29	is	be	AUX
epaa-3696	388	30	approximately	approximately	ADV
epaa-3696	388	31	260,000	260,000	NUM
epaa-3696	388	32	.	.	PUNCT
epaa-3696	389	1	depending	depend	VERB
epaa-3696	389	2	on	on	ADP
epaa-3696	389	3	economic	economic	ADJ
epaa-3696	389	4	conditions	condition	NOUN
epaa-3696	389	5	and	and	CCONJ
epaa-3696	389	6	changes	change	NOUN
epaa-3696	389	7	in	in	ADP
epaa-3696	389	8	the	the	DET
epaa-3696	389	9	desirability	desirability	NOUN
epaa-3696	389	10	of	of	ADP
epaa-3696	389	11	teaching	teaching	NOUN
epaa-3696	389	12	,	,	PUNCT
epaa-3696	389	13	teacher	teacher	NOUN
epaa-3696	389	14	supply	supply	NOUN
epaa-3696	389	15	will	will	AUX
epaa-3696	389	16	vary	vary	VERB
epaa-3696	389	17	.	.	PUNCT
epaa-3696	390	1	assuming	assume	VERB
epaa-3696	390	2	that	that	SCONJ
epaa-3696	390	3	new	new	ADJ
epaa-3696	390	4	entrants	entrant	NOUN
epaa-3696	390	5	and	and	CCONJ
epaa-3696	390	6	re	re	NOUN
epaa-3696	390	7	-	-	NOUN
epaa-3696	390	8	entrants	entrant	NOUN
epaa-3696	390	9	remain	remain	VERB
epaa-3696	390	10	at	at	ADP
epaa-3696	390	11	2016	2016	NUM
epaa-3696	390	12	levels	level	NOUN
epaa-3696	390	13	,	,	PUNCT
epaa-3696	390	14	this	this	DET
epaa-3696	390	15	model	model	NOUN
epaa-3696	390	16	estimates	estimate	VERB
epaa-3696	390	17	that	that	SCONJ
epaa-3696	390	18	supply	supply	NOUN
epaa-3696	390	19	will	will	AUX
epaa-3696	390	20	decrease	decrease	VERB
epaa-3696	390	21	through	through	ADP
epaa-3696	390	22	2017	2017	NUM
epaa-3696	390	23	and	and	CCONJ
epaa-3696	390	24	remain	remain	VERB
epaa-3696	390	25	near	near	ADP
epaa-3696	390	26	that	that	DET
epaa-3696	390	27	low	low	ADJ
epaa-3696	390	28	level	level	NOUN
epaa-3696	390	29	through	through	ADP
epaa-3696	390	30	2021	2021	NUM
epaa-3696	390	31	.	.	PUNCT
epaa-3696	391	1	constant	constant	ADJ
epaa-3696	391	2	supply	supply	NOUN
epaa-3696	391	3	is	be	AUX
epaa-3696	391	4	unlikely	unlikely	ADJ
epaa-3696	391	5	given	give	VERB
epaa-3696	391	6	the	the	DET
epaa-3696	391	7	reactive	reactive	ADJ
epaa-3696	391	8	nature	nature	NOUN
epaa-3696	391	9	of	of	ADP
epaa-3696	391	10	supply	supply	NOUN
epaa-3696	391	11	and	and	CCONJ
epaa-3696	391	12	demand	demand	NOUN
epaa-3696	391	13	;	;	PUNCT
epaa-3696	391	14	however	however	ADV
epaa-3696	391	15	,	,	PUNCT
epaa-3696	391	16	projecting	project	VERB
epaa-3696	391	17	current	current	ADJ
epaa-3696	391	18	trends	trend	NOUN
epaa-3696	391	19	into	into	ADP
epaa-3696	391	20	the	the	DET
epaa-3696	391	21	future	future	NOUN
epaa-3696	391	22	illuminates	illuminate	VERB
epaa-3696	391	23	the	the	DET
epaa-3696	391	24	extent	extent	NOUN
epaa-3696	391	25	of	of	ADP
epaa-3696	391	26	the	the	DET
epaa-3696	391	27	labor	labor	NOUN
epaa-3696	391	28	market	market	NOUN
epaa-3696	391	29	gap	gap	NOUN
epaa-3696	391	30	if	if	SCONJ
epaa-3696	391	31	nothing	nothing	PRON
epaa-3696	391	32	is	be	AUX
epaa-3696	391	33	done	do	VERB
epaa-3696	391	34	to	to	PART
epaa-3696	391	35	alter	alter	VERB
epaa-3696	391	36	current	current	ADJ
epaa-3696	391	37	trends	trend	NOUN
epaa-3696	391	38	.	.	PUNCT
epaa-3696	392	1	since	since	SCONJ
epaa-3696	392	2	the	the	DET
epaa-3696	392	3	analysis	analysis	NOUN
epaa-3696	392	4	was	be	AUX
epaa-3696	392	5	completed	complete	VERB
epaa-3696	392	6	,	,	PUNCT
epaa-3696	392	7	new	new	ADJ
epaa-3696	392	8	title	title	NOUN
epaa-3696	392	9	ii	ii	PROPN
epaa-3696	392	10	data	datum	NOUN
epaa-3696	392	11	revealed	reveal	VERB
epaa-3696	392	12	that	that	SCONJ
epaa-3696	392	13	declining	decline	VERB
epaa-3696	392	14	enrollments	enrollment	NOUN
epaa-3696	392	15	continued	continue	VERB
epaa-3696	392	16	through	through	ADP
epaa-3696	392	17	2015	2015	NUM
epaa-3696	392	18	until	until	SCONJ
epaa-3696	392	19	there	there	PRON
epaa-3696	392	20	was	be	VERB
epaa-3696	392	21	a	a	DET
epaa-3696	392	22	slight	slight	ADJ
epaa-3696	392	23	uptick	uptick	NOUN
epaa-3696	392	24	in	in	ADP
epaa-3696	392	25	2016	2016	NUM
epaa-3696	392	26	.	.	PUNCT
epaa-3696	393	1	however	however	ADV
epaa-3696	393	2	,	,	PUNCT
epaa-3696	393	3	education	education	NOUN
epaa-3696	393	4	preparation	preparation	NOUN
epaa-3696	393	5	enrollments	enrollment	NOUN
epaa-3696	393	6	are	be	AUX
epaa-3696	393	7	still	still	ADV
epaa-3696	393	8	below	below	ADP
epaa-3696	393	9	the	the	DET
epaa-3696	393	10	2014	2014	NUM
epaa-3696	393	11	levels	level	NOUN
epaa-3696	393	12	(	(	PUNCT
epaa-3696	393	13	recent	recent	ADJ
epaa-3696	393	14	lows	low	NOUN
epaa-3696	393	15	)	)	PUNCT
epaa-3696	393	16	,	,	PUNCT
epaa-3696	393	17	shown	show	VERB
epaa-3696	393	18	in	in	ADP
epaa-3696	393	19	the	the	DET
epaa-3696	393	20	figure	figure	NOUN
epaa-3696	393	21	5	5	NUM
epaa-3696	393	22	.	.	PUNCT
epaa-3696	394	1	(	(	PUNCT
epaa-3696	394	2	u.s	u.s	PROPN
epaa-3696	394	3	.	.	PROPN
epaa-3696	394	4	department	department	PROPN
epaa-3696	394	5	of	of	ADP
epaa-3696	394	6	education	education	PROPN
epaa-3696	394	7	,	,	PUNCT
epaa-3696	394	8	n.d	n.d	PROPN
epaa-3696	394	9	.	.	PROPN
epaa-3696	394	10	)	)	PUNCT
epaa-3696	394	11	.	.	PUNCT
epaa-3696	395	1	although	although	SCONJ
epaa-3696	395	2	this	this	DET
epaa-3696	395	3	uptick	uptick	NOUN
epaa-3696	395	4	is	be	AUX
epaa-3696	395	5	promising	promise	VERB
epaa-3696	395	6	,	,	PUNCT
epaa-3696	395	7	absolute	absolute	ADJ
epaa-3696	395	8	enrollment	enrollment	NOUN
epaa-3696	395	9	counts	count	NOUN
epaa-3696	395	10	remain	remain	VERB
epaa-3696	395	11	at	at	ADP
epaa-3696	395	12	recent	recent	ADJ
epaa-3696	395	13	lows	low	NOUN
epaa-3696	395	14	.	.	PUNCT
epaa-3696	396	1	education	education	NOUN
epaa-3696	396	2	policy	policy	NOUN
epaa-3696	396	3	analysis	analysis	NOUN
epaa-3696	396	4	archives	archive	NOUN
epaa-3696	396	5	vol	vol	NOUN
epaa-3696	396	6	.	.	PUNCT
epaa-3696	397	1	27	27	NUM
epaa-3696	397	2	no	no	NOUN
epaa-3696	397	3	.	.	NOUN
epaa-3696	397	4	35	35	NUM
epaa-3696	397	5	special	special	ADJ
epaa-3696	397	6	issue	issue	NOUN
epaa-3696	397	7	20	20	NUM
epaa-3696	397	8	figure	figure	NOUN
epaa-3696	397	9	6	6	NUM
epaa-3696	397	10	:	:	PUNCT
epaa-3696	397	11	estimate	estimate	NOUN
epaa-3696	397	12	teacher	teacher	NOUN
epaa-3696	397	13	supply	supply	NOUN
epaa-3696	397	14	note	note	NOUN
epaa-3696	397	15	:	:	PUNCT
epaa-3696	397	16	error	error	NOUN
epaa-3696	397	17	bars	bar	NOUN
epaa-3696	397	18	represent	represent	VERB
epaa-3696	397	19	high	high	ADJ
epaa-3696	397	20	and	and	CCONJ
epaa-3696	397	21	low	low	ADJ
epaa-3696	397	22	projections	projection	NOUN
epaa-3696	397	23	for	for	ADP
epaa-3696	397	24	total	total	ADJ
epaa-3696	397	25	teacher	teacher	NOUN
epaa-3696	397	26	supply	supply	NOUN
epaa-3696	397	27	to	to	PART
epaa-3696	397	28	account	account	NOUN
epaa-3696	397	29	for	for	ADP
epaa-3696	397	30	varying	vary	VERB
epaa-3696	397	31	economic	economic	ADJ
epaa-3696	397	32	conditions	condition	NOUN
epaa-3696	397	33	that	that	PRON
epaa-3696	397	34	affect	affect	VERB
epaa-3696	397	35	the	the	DET
epaa-3696	397	36	entry	entry	NOUN
epaa-3696	397	37	and	and	CCONJ
epaa-3696	397	38	re	re	NOUN
epaa-3696	397	39	-	-	NOUN
epaa-3696	397	40	entry	entry	NOUN
epaa-3696	397	41	rates	rate	NOUN
epaa-3696	397	42	.	.	PUNCT
epaa-3696	398	1	source	source	NOUN
epaa-3696	398	2	:	:	PUNCT
epaa-3696	398	3	(	(	PUNCT
epaa-3696	398	4	u.s	u.s	PROPN
epaa-3696	398	5	.	.	PROPN
epaa-3696	398	6	department	department	PROPN
epaa-3696	398	7	of	of	ADP
epaa-3696	398	8	education	education	PROPN
epaa-3696	398	9	,	,	PUNCT
epaa-3696	398	10	n.d	n.d	PROPN
epaa-3696	398	11	.	.	PROPN
epaa-3696	398	12	;	;	PUNCT
epaa-3696	398	13	nces	nce	NOUN
epaa-3696	398	14	,	,	PUNCT
epaa-3696	398	15	2012b	2012b	NUM
epaa-3696	398	16	)	)	PUNCT
epaa-3696	399	1	it	it	PRON
epaa-3696	399	2	is	be	AUX
epaa-3696	399	3	also	also	ADV
epaa-3696	399	4	important	important	ADJ
epaa-3696	399	5	to	to	PART
epaa-3696	399	6	remember	remember	VERB
epaa-3696	399	7	,	,	PUNCT
epaa-3696	399	8	even	even	ADV
epaa-3696	399	9	as	as	SCONJ
epaa-3696	399	10	enrollments	enrollment	NOUN
epaa-3696	399	11	could	could	AUX
epaa-3696	399	12	be	be	AUX
epaa-3696	399	13	increasing	increase	VERB
epaa-3696	399	14	,	,	PUNCT
epaa-3696	399	15	candidates	candidate	NOUN
epaa-3696	399	16	do	do	AUX
epaa-3696	399	17	not	not	PART
epaa-3696	399	18	necessarily	necessarily	ADV
epaa-3696	399	19	choose	choose	VERB
epaa-3696	399	20	the	the	DET
epaa-3696	399	21	fields	field	NOUN
epaa-3696	399	22	and	and	CCONJ
epaa-3696	399	23	subject	subject	NOUN
epaa-3696	399	24	areas	area	NOUN
epaa-3696	399	25	in	in	ADP
epaa-3696	399	26	which	which	PRON
epaa-3696	399	27	there	there	PRON
epaa-3696	399	28	are	be	VERB
epaa-3696	399	29	large	large	ADJ
epaa-3696	399	30	numbers	number	NOUN
epaa-3696	399	31	of	of	ADP
epaa-3696	399	32	vacancies	vacancy	NOUN
epaa-3696	399	33	,	,	PUNCT
epaa-3696	399	34	nor	nor	CCONJ
epaa-3696	399	35	do	do	AUX
epaa-3696	399	36	they	they	PRON
epaa-3696	399	37	choose	choose	VERB
epaa-3696	399	38	to	to	PART
epaa-3696	399	39	teach	teach	VERB
epaa-3696	399	40	in	in	ADP
epaa-3696	399	41	the	the	DET
epaa-3696	399	42	hard	hard	ADJ
epaa-3696	399	43	-	-	PUNCT
epaa-3696	399	44	to	to	ADP
epaa-3696	399	45	-	-	PUNCT
epaa-3696	399	46	staff	staff	NOUN
epaa-3696	399	47	locations	location	NOUN
epaa-3696	399	48	where	where	SCONJ
epaa-3696	399	49	the	the	DET
epaa-3696	399	50	shortages	shortage	NOUN
epaa-3696	399	51	are	be	AUX
epaa-3696	399	52	most	most	ADV
epaa-3696	399	53	pronounced	pronounce	VERB
epaa-3696	399	54	.	.	PUNCT
epaa-3696	400	1	in	in	ADP
epaa-3696	400	2	fact	fact	NOUN
epaa-3696	400	3	,	,	PUNCT
epaa-3696	400	4	candidates	candidate	NOUN
epaa-3696	400	5	are	be	AUX
epaa-3696	400	6	often	often	ADV
epaa-3696	400	7	less	less	ADV
epaa-3696	400	8	likely	likely	ADJ
epaa-3696	400	9	to	to	PART
epaa-3696	400	10	go	go	VERB
epaa-3696	400	11	to	to	ADP
epaa-3696	400	12	these	these	DET
epaa-3696	400	13	higher	high	ADJ
epaa-3696	400	14	-	-	PUNCT
epaa-3696	400	15	need	need	NOUN
epaa-3696	400	16	schools	school	NOUN
epaa-3696	400	17	when	when	SCONJ
epaa-3696	400	18	there	there	PRON
epaa-3696	400	19	are	be	VERB
epaa-3696	400	20	more	more	ADJ
epaa-3696	400	21	vacancies	vacancy	NOUN
epaa-3696	400	22	in	in	ADP
epaa-3696	400	23	well	well	ADV
epaa-3696	400	24	-	-	PUNCT
epaa-3696	400	25	heeled	heeled	ADJ
epaa-3696	400	26	districts	district	NOUN
epaa-3696	400	27	that	that	PRON
epaa-3696	400	28	tend	tend	VERB
epaa-3696	400	29	to	to	PART
epaa-3696	400	30	have	have	VERB
epaa-3696	400	31	easier	easy	ADJ
epaa-3696	400	32	working	working	NOUN
epaa-3696	400	33	conditions	condition	NOUN
epaa-3696	400	34	and	and	CCONJ
epaa-3696	400	35	better	well	ADJ
epaa-3696	400	36	salaries	salary	NOUN
epaa-3696	400	37	.	.	PUNCT
epaa-3696	401	1	policymakers	policymaker	NOUN
epaa-3696	401	2	must	must	AUX
epaa-3696	401	3	ensure	ensure	VERB
epaa-3696	401	4	not	not	PART
epaa-3696	401	5	only	only	ADV
epaa-3696	401	6	that	that	SCONJ
epaa-3696	401	7	there	there	PRON
epaa-3696	401	8	are	be	VERB
epaa-3696	401	9	enough	enough	ADJ
epaa-3696	401	10	teachers	teacher	NOUN
epaa-3696	401	11	to	to	PART
epaa-3696	401	12	meet	meet	VERB
epaa-3696	401	13	demand	demand	NOUN
epaa-3696	401	14	,	,	PUNCT
epaa-3696	401	15	but	but	CCONJ
epaa-3696	401	16	also	also	ADV
epaa-3696	401	17	that	that	SCONJ
epaa-3696	401	18	there	there	PRON
epaa-3696	401	19	is	be	VERB
epaa-3696	401	20	an	an	DET
epaa-3696	401	21	adequate	adequate	ADJ
epaa-3696	401	22	supply	supply	NOUN
epaa-3696	401	23	of	of	ADP
epaa-3696	401	24	teachers	teacher	NOUN
epaa-3696	401	25	for	for	ADP
epaa-3696	401	26	the	the	DET
epaa-3696	401	27	fields	field	NOUN
epaa-3696	401	28	and	and	CCONJ
epaa-3696	401	29	locations	location	NOUN
epaa-3696	401	30	where	where	SCONJ
epaa-3696	401	31	they	they	PRON
epaa-3696	401	32	are	be	AUX
epaa-3696	401	33	needed	need	VERB
epaa-3696	401	34	most	most	ADJ
epaa-3696	401	35	.	.	PUNCT
epaa-3696	402	1	results	result	NOUN
epaa-3696	402	2	for	for	ADP
epaa-3696	402	3	each	each	DET
epaa-3696	402	4	component	component	NOUN
epaa-3696	402	5	of	of	ADP
epaa-3696	402	6	the	the	DET
epaa-3696	402	7	labor	labor	NOUN
epaa-3696	402	8	market	market	NOUN
epaa-3696	402	9	,	,	PUNCT
epaa-3696	402	10	we	we	PRON
epaa-3696	402	11	have	have	AUX
epaa-3696	402	12	examined	examine	VERB
epaa-3696	402	13	the	the	DET
epaa-3696	402	14	contributing	contribute	VERB
epaa-3696	402	15	factors	factor	NOUN
epaa-3696	402	16	and	and	CCONJ
epaa-3696	402	17	the	the	DET
epaa-3696	402	18	current	current	ADJ
epaa-3696	402	19	outlook	outlook	NOUN
epaa-3696	402	20	,	,	PUNCT
epaa-3696	402	21	and	and	CCONJ
epaa-3696	402	22	we	we	PRON
epaa-3696	402	23	have	have	AUX
epaa-3696	402	24	modeled	model	VERB
epaa-3696	402	25	estimates	estimate	NOUN
epaa-3696	402	26	of	of	ADP
epaa-3696	402	27	current	current	ADJ
epaa-3696	402	28	and	and	CCONJ
epaa-3696	402	29	future	future	ADJ
epaa-3696	402	30	trends	trend	NOUN
epaa-3696	402	31	.	.	PUNCT
epaa-3696	403	1	looking	look	VERB
epaa-3696	403	2	at	at	ADP
epaa-3696	403	3	these	these	DET
epaa-3696	403	4	components	component	NOUN
epaa-3696	403	5	separately	separately	ADV
epaa-3696	403	6	allowed	allow	VERB
epaa-3696	403	7	us	we	PRON
epaa-3696	403	8	to	to	PART
epaa-3696	403	9	investigate	investigate	VERB
epaa-3696	403	10	each	each	PRON
epaa-3696	403	11	in	in	ADP
epaa-3696	403	12	a	a	DET
epaa-3696	403	13	degree	degree	NOUN
epaa-3696	403	14	of	of	ADP
epaa-3696	403	15	detail	detail	NOUN
epaa-3696	403	16	necessary	necessary	ADJ
epaa-3696	403	17	to	to	PART
epaa-3696	403	18	later	later	ADV
epaa-3696	403	19	understand	understand	VERB
epaa-3696	403	20	how	how	SCONJ
epaa-3696	403	21	supply	supply	NOUN
epaa-3696	403	22	and	and	CCONJ
epaa-3696	403	23	demand	demand	NOUN
epaa-3696	403	24	interact	interact	VERB
epaa-3696	403	25	together	together	ADV
epaa-3696	403	26	in	in	ADP
epaa-3696	403	27	a	a	DET
epaa-3696	403	28	policy	policy	NOUN
epaa-3696	403	29	context	context	NOUN
epaa-3696	403	30	.	.	PUNCT
epaa-3696	404	1	now	now	ADV
epaa-3696	404	2	,	,	PUNCT
epaa-3696	404	3	combining	combine	VERB
epaa-3696	404	4	supply	supply	NOUN
epaa-3696	404	5	and	and	CCONJ
epaa-3696	404	6	demand	demand	NOUN
epaa-3696	404	7	together	together	ADV
epaa-3696	404	8	allows	allow	VERB
epaa-3696	404	9	us	we	PRON
epaa-3696	404	10	to	to	PART
epaa-3696	404	11	investigate	investigate	VERB
epaa-3696	404	12	the	the	DET
epaa-3696	404	13	teacher	teacher	NOUN
epaa-3696	404	14	labor	labor	NOUN
epaa-3696	404	15	market	market	NOUN
epaa-3696	404	16	as	as	ADP
epaa-3696	404	17	a	a	DET
epaa-3696	404	18	whole	whole	NOUN
epaa-3696	404	19	.	.	PUNCT
epaa-3696	405	1	figure	figure	NOUN
epaa-3696	405	2	7	7	NUM
epaa-3696	405	3	shows	show	VERB
epaa-3696	405	4	the	the	DET
epaa-3696	405	5	size	size	NOUN
epaa-3696	405	6	of	of	ADP
epaa-3696	405	7	the	the	DET
epaa-3696	405	8	predicted	predict	VERB
epaa-3696	405	9	teacher	teacher	NOUN
epaa-3696	405	10	shortage	shortage	NOUN
epaa-3696	405	11	.	.	PUNCT
epaa-3696	406	1	in	in	ADP
epaa-3696	406	2	the	the	DET
epaa-3696	406	3	early	early	ADJ
epaa-3696	406	4	2000s	2000s	NUM
epaa-3696	406	5	,	,	PUNCT
epaa-3696	406	6	demand	demand	NOUN
epaa-3696	406	7	fell	fall	VERB
epaa-3696	406	8	roughly	roughly	ADV
epaa-3696	406	9	within	within	ADP
epaa-3696	406	10	the	the	DET
epaa-3696	406	11	brackets	bracket	NOUN
epaa-3696	406	12	of	of	ADP
epaa-3696	406	13	total	total	ADJ
epaa-3696	406	14	teacher	teacher	NOUN
epaa-3696	406	15	supply	supply	NOUN
epaa-3696	406	16	,	,	PUNCT
epaa-3696	406	17	suggesting	suggest	VERB
epaa-3696	406	18	relative	relative	ADJ
epaa-3696	406	19	balance	balance	NOUN
epaa-3696	406	20	in	in	ADP
epaa-3696	406	21	the	the	DET
epaa-3696	406	22	teacher	teacher	NOUN
epaa-3696	406	23	labor	labor	NOUN
epaa-3696	406	24	market	market	NOUN
epaa-3696	406	25	.	.	PUNCT
epaa-3696	407	1	in	in	ADP
epaa-3696	407	2	2010	2010	NUM
epaa-3696	407	3	,	,	PUNCT
epaa-3696	407	4	2011	2011	NUM
epaa-3696	407	5	,	,	PUNCT
epaa-3696	407	6	and	and	CCONJ
epaa-3696	407	7	2012	2012	NUM
epaa-3696	407	8	,	,	PUNCT
epaa-3696	407	9	supply	supply	NOUN
epaa-3696	407	10	was	be	AUX
epaa-3696	407	11	greater	great	ADJ
epaa-3696	407	12	than	than	ADP
epaa-3696	407	13	demand	demand	NOUN
epaa-3696	407	14	.	.	PUNCT
epaa-3696	408	1	this	this	DET
epaa-3696	408	2	finding	finding	NOUN
epaa-3696	408	3	matches	match	NOUN
epaa-3696	408	4	with	with	ADP
epaa-3696	408	5	reality	reality	NOUN
epaa-3696	408	6	;	;	PUNCT
epaa-3696	408	7	during	during	ADP
epaa-3696	408	8	the	the	DET
epaa-3696	408	9	great	great	ADJ
epaa-3696	408	10	recession	recession	NOUN
epaa-3696	408	11	,	,	PUNCT
epaa-3696	408	12	teachers	teacher	NOUN
epaa-3696	408	13	were	be	AUX
epaa-3696	408	14	being	be	AUX
epaa-3696	408	15	laid	lay	VERB
epaa-3696	408	16	off	off	ADP
epaa-3696	408	17	,	,	PUNCT
epaa-3696	408	18	and	and	CCONJ
epaa-3696	408	19	it	it	PRON
epaa-3696	408	20	was	be	AUX
epaa-3696	408	21	difficult	difficult	ADJ
epaa-3696	408	22	to	to	PART
epaa-3696	408	23	find	find	VERB
epaa-3696	408	24	work	work	NOUN
epaa-3696	408	25	.	.	PUNCT
epaa-3696	409	1	in	in	ADP
epaa-3696	409	2	other	other	ADJ
epaa-3696	409	3	words	word	NOUN
epaa-3696	409	4	,	,	PUNCT
epaa-3696	409	5	there	there	PRON
epaa-3696	409	6	was	be	VERB
epaa-3696	409	7	a	a	DET
epaa-3696	409	8	surplus	surplus	NOUN
epaa-3696	409	9	of	of	ADP
epaa-3696	409	10	teachers	teacher	NOUN
epaa-3696	409	11	.	.	PUNCT
epaa-3696	410	1	in	in	ADP
epaa-3696	410	2	2013	2013	NUM
epaa-3696	410	3	,	,	PUNCT
epaa-3696	410	4	however	however	ADV
epaa-3696	410	5	,	,	PUNCT
epaa-3696	410	6	as	as	SCONJ
epaa-3696	410	7	the	the	DET
epaa-3696	410	8	economy	economy	NOUN
epaa-3696	410	9	recovered	recover	VERB
epaa-3696	410	10	,	,	PUNCT
epaa-3696	410	11	demand	demand	NOUN
epaa-3696	410	12	rose	rise	VERB
epaa-3696	410	13	steeply	steeply	ADV
epaa-3696	410	14	,	,	PUNCT
epaa-3696	410	15	while	while	SCONJ
epaa-3696	410	16	supply	supply	NOUN
epaa-3696	410	17	continued	continue	VERB
epaa-3696	410	18	to	to	PART
epaa-3696	410	19	remain	remain	VERB
epaa-3696	410	20	low	low	ADJ
epaa-3696	410	21	and	and	CCONJ
epaa-3696	410	22	declined	decline	VERB
epaa-3696	410	23	further	far	ADV
epaa-3696	410	24	in	in	ADP
epaa-3696	410	25	2014	2014	NUM
epaa-3696	410	26	and	and	CCONJ
epaa-3696	410	27	2015	2015	NUM
epaa-3696	410	28	.	.	PUNCT
epaa-3696	411	1	during	during	ADP
epaa-3696	411	2	this	this	DET
epaa-3696	411	3	period	period	NOUN
epaa-3696	411	4	,	,	PUNCT
epaa-3696	411	5	the	the	DET
epaa-3696	411	6	teacher	teacher	NOUN
epaa-3696	411	7	labor	labor	NOUN
epaa-3696	411	8	market	market	NOUN
epaa-3696	411	9	moved	move	VERB
epaa-3696	411	10	into	into	ADP
epaa-3696	411	11	a	a	DET
epaa-3696	411	12	shortage	shortage	NOUN
epaa-3696	411	13	condition	condition	NOUN
epaa-3696	411	14	.	.	PUNCT
epaa-3696	412	1	based	base	VERB
epaa-3696	412	2	on	on	ADP
epaa-3696	412	3	our	our	PRON
epaa-3696	412	4	2015	2015	NUM
epaa-3696	412	5	estimates	estimate	NOUN
epaa-3696	412	6	,	,	PUNCT
epaa-3696	412	7	there	there	PRON
epaa-3696	412	8	were	be	VERB
epaa-3696	412	9	not	not	PART
epaa-3696	412	10	enough	enough	ADJ
epaa-3696	412	11	qualified	qualified	ADJ
epaa-3696	412	12	teachers	teacher	NOUN
epaa-3696	412	13	to	to	PART
epaa-3696	412	14	meet	meet	VERB
epaa-3696	412	15	the	the	DET
epaa-3696	412	16	demand	demand	NOUN
epaa-3696	412	17	.	.	PUNCT
epaa-3696	413	1	the	the	DET
epaa-3696	413	2	shortage	shortage	NOUN
epaa-3696	413	3	in	in	ADP
epaa-3696	413	4	the	the	DET
epaa-3696	413	5	2015–16	2015–16	NUM
epaa-3696	413	6	school	school	NOUN
epaa-3696	413	7	year	year	NOUN
epaa-3696	413	8	was	be	AUX
epaa-3696	413	9	estimated	estimate	VERB
epaa-3696	413	10	to	to	PART
epaa-3696	413	11	be	be	AUX
epaa-3696	413	12	between	between	ADP
epaa-3696	413	13	47,000	47,000	NUM
epaa-3696	413	14	and	and	CCONJ
epaa-3696	413	15	80,000	80,000	NUM
epaa-3696	413	16	teachers	teacher	NOUN
epaa-3696	413	17	.	.	PUNCT
epaa-3696	414	1	an	an	DET
epaa-3696	414	2	analysis	analysis	NOUN
epaa-3696	414	3	of	of	ADP
epaa-3696	414	4	teacher	teacher	NOUN
epaa-3696	414	5	supply	supply	NOUN
epaa-3696	414	6	and	and	CCONJ
epaa-3696	414	7	demand	demand	NOUN
epaa-3696	414	8	in	in	ADP
epaa-3696	414	9	the	the	DET
epaa-3696	414	10	united	united	PROPN
epaa-3696	414	11	states	states	PROPN
epaa-3696	414	12	21	21	NUM
epaa-3696	414	13	we	we	PRON
epaa-3696	414	14	estimated	estimate	VERB
epaa-3696	414	15	that	that	SCONJ
epaa-3696	414	16	,	,	PUNCT
epaa-3696	414	17	if	if	SCONJ
epaa-3696	414	18	supply	supply	NOUN
epaa-3696	414	19	trends	trend	NOUN
epaa-3696	414	20	were	be	AUX
epaa-3696	414	21	to	to	PART
epaa-3696	414	22	persist	persist	VERB
epaa-3696	414	23	at	at	ADP
epaa-3696	414	24	these	these	DET
epaa-3696	414	25	lows	low	NOUN
epaa-3696	414	26	,	,	PUNCT
epaa-3696	414	27	in	in	ADP
epaa-3696	414	28	2017	2017	NUM
epaa-3696	414	29	-	-	SYM
epaa-3696	414	30	18	18	NUM
epaa-3696	414	31	,	,	PUNCT
epaa-3696	414	32	as	as	SCONJ
epaa-3696	414	33	demand	demand	NOUN
epaa-3696	414	34	increases	increase	VERB
epaa-3696	414	35	again	again	ADV
epaa-3696	414	36	,	,	PUNCT
epaa-3696	414	37	supply	supply	NOUN
epaa-3696	414	38	would	would	AUX
epaa-3696	414	39	be	be	AUX
epaa-3696	414	40	around	around	ADP
epaa-3696	414	41	112,000	112,000	NUM
epaa-3696	414	42	teachers	teacher	NOUN
epaa-3696	414	43	short	short	ADJ
epaa-3696	414	44	of	of	ADP
epaa-3696	414	45	demand	demand	NOUN
epaa-3696	414	46	.	.	PUNCT
epaa-3696	415	1	we	we	PRON
epaa-3696	415	2	can	can	AUX
epaa-3696	415	3	expect	expect	VERB
epaa-3696	415	4	some	some	DET
epaa-3696	415	5	increase	increase	NOUN
epaa-3696	415	6	in	in	ADP
epaa-3696	415	7	the	the	DET
epaa-3696	415	8	number	number	NOUN
epaa-3696	415	9	of	of	ADP
epaa-3696	415	10	individuals	individual	NOUN
epaa-3696	415	11	entering	enter	VERB
epaa-3696	415	12	teaching	teaching	NOUN
epaa-3696	415	13	in	in	ADP
epaa-3696	415	14	response	response	NOUN
epaa-3696	415	15	to	to	ADP
epaa-3696	415	16	greater	great	ADJ
epaa-3696	415	17	demand	demand	NOUN
epaa-3696	415	18	.	.	PUNCT
epaa-3696	416	1	nonetheless	nonetheless	ADV
epaa-3696	416	2	,	,	PUNCT
epaa-3696	416	3	even	even	ADV
epaa-3696	416	4	if	if	SCONJ
epaa-3696	416	5	supply	supply	NOUN
epaa-3696	416	6	increases	increase	VERB
epaa-3696	416	7	to	to	ADP
epaa-3696	416	8	pre	pre	ADJ
epaa-3696	416	9	-	-	ADJ
epaa-3696	416	10	recession	recession	ADJ
epaa-3696	416	11	levels	level	NOUN
epaa-3696	416	12	of	of	ADP
epaa-3696	416	13	260,000	260,000	NUM
epaa-3696	416	14	teachers	teacher	NOUN
epaa-3696	416	15	a	a	DET
epaa-3696	416	16	year	year	NOUN
epaa-3696	416	17	,	,	PUNCT
epaa-3696	416	18	demand	demand	NOUN
epaa-3696	416	19	would	would	AUX
epaa-3696	416	20	still	still	ADV
epaa-3696	416	21	be	be	AUX
epaa-3696	416	22	outstripping	outstrip	VERB
epaa-3696	416	23	supply	supply	NOUN
epaa-3696	416	24	by	by	ADP
epaa-3696	416	25	approximately	approximately	ADV
epaa-3696	416	26	40,000	40,000	NUM
epaa-3696	416	27	teachers	teacher	NOUN
epaa-3696	416	28	.	.	PUNCT
epaa-3696	417	1	furthermore	furthermore	ADV
epaa-3696	417	2	,	,	PUNCT
epaa-3696	417	3	the	the	DET
epaa-3696	417	4	perennial	perennial	ADJ
epaa-3696	417	5	areas	area	NOUN
epaa-3696	417	6	of	of	ADP
epaa-3696	417	7	acute	acute	ADJ
epaa-3696	417	8	shortages	shortage	NOUN
epaa-3696	417	9	(	(	PUNCT
epaa-3696	417	10	special	special	ADJ
epaa-3696	417	11	education	education	NOUN
epaa-3696	417	12	,	,	PUNCT
epaa-3696	417	13	mathematics	mathematic	NOUN
epaa-3696	417	14	,	,	PUNCT
epaa-3696	417	15	and	and	CCONJ
epaa-3696	417	16	science	science	NOUN
epaa-3696	417	17	)	)	PUNCT
epaa-3696	417	18	thus	thus	ADV
epaa-3696	417	19	far	far	ADV
epaa-3696	417	20	show	show	VERB
epaa-3696	417	21	little	little	ADJ
epaa-3696	417	22	sign	sign	NOUN
epaa-3696	417	23	of	of	ADP
epaa-3696	417	24	response	response	NOUN
epaa-3696	417	25	to	to	ADP
epaa-3696	417	26	labor	labor	NOUN
epaa-3696	417	27	market	market	NOUN
epaa-3696	417	28	demand	demand	NOUN
epaa-3696	417	29	with	with	ADP
epaa-3696	417	30	states	state	NOUN
epaa-3696	417	31	reporting	report	VERB
epaa-3696	417	32	continued	continued	ADJ
epaa-3696	417	33	shortages	shortage	NOUN
epaa-3696	417	34	in	in	ADP
epaa-3696	417	35	these	these	DET
epaa-3696	417	36	fields	field	NOUN
epaa-3696	417	37	(	(	PUNCT
epaa-3696	417	38	u.s	u.s	PROPN
epaa-3696	417	39	.	.	PROPN
epaa-3696	417	40	department	department	PROPN
epaa-3696	417	41	of	of	ADP
epaa-3696	417	42	education	education	PROPN
epaa-3696	417	43	office	office	NOUN
epaa-3696	417	44	of	of	ADP
epaa-3696	417	45	postsecondary	postsecondary	ADJ
epaa-3696	417	46	education	education	NOUN
epaa-3696	417	47	,	,	PUNCT
epaa-3696	417	48	2017	2017	NUM
epaa-3696	417	49	)	)	PUNCT
epaa-3696	417	50	.	.	PUNCT
epaa-3696	418	1	figure	figure	VERB
epaa-3696	418	2	7	7	NUM
epaa-3696	418	3	:	:	PUNCT
epaa-3696	418	4	projected	project	VERB
epaa-3696	418	5	teacher	teacher	NOUN
epaa-3696	418	6	supply	supply	NOUN
epaa-3696	418	7	and	and	CCONJ
epaa-3696	418	8	demand	demand	NOUN
epaa-3696	418	9	source	source	NOUN
epaa-3696	418	10	:	:	PUNCT
epaa-3696	418	11	(	(	PUNCT
epaa-3696	418	12	nces	nce	NOUN
epaa-3696	418	13	,	,	PUNCT
epaa-3696	418	14	nces	nce	NOUN
epaa-3696	418	15	,	,	PUNCT
epaa-3696	418	16	2005	2005	NUM
epaa-3696	418	17	,	,	PUNCT
epaa-3696	418	18	2008	2008	NUM
epaa-3696	418	19	,	,	PUNCT
epaa-3696	418	20	2009	2009	NUM
epaa-3696	418	21	,	,	PUNCT
epaa-3696	418	22	2012a	2012a	NUM
epaa-3696	418	23	,	,	PUNCT
epaa-3696	418	24	2013	2013	NUM
epaa-3696	418	25	,	,	PUNCT
epaa-3696	418	26	2014b	2014b	NUM
epaa-3696	418	27	,	,	PUNCT
epaa-3696	418	28	2015b	2015b	NUM
epaa-3696	418	29	,	,	PUNCT
epaa-3696	418	30	2012b	2012b	NUM
epaa-3696	418	31	;	;	PUNCT
epaa-3696	418	32	u.s	u.s	PROPN
epaa-3696	418	33	.	.	PROPN
epaa-3696	418	34	department	department	PROPN
epaa-3696	418	35	of	of	ADP
epaa-3696	418	36	education	education	PROPN
epaa-3696	418	37	,	,	PUNCT
epaa-3696	418	38	n.d	n.d	PROPN
epaa-3696	418	39	.	.	PROPN
epaa-3696	418	40	)	)	PUNCT
epaa-3696	418	41	figure	figure	NOUN
epaa-3696	418	42	7	7	NUM
epaa-3696	418	43	suggests	suggest	VERB
epaa-3696	418	44	that	that	SCONJ
epaa-3696	418	45	the	the	DET
epaa-3696	418	46	united	united	PROPN
epaa-3696	418	47	states	states	PROPN
epaa-3696	418	48	is	be	AUX
epaa-3696	418	49	in	in	ADP
epaa-3696	418	50	the	the	DET
epaa-3696	418	51	midst	midst	NOUN
epaa-3696	418	52	of	of	ADP
epaa-3696	418	53	a	a	DET
epaa-3696	418	54	teacher	teacher	NOUN
epaa-3696	418	55	shortage	shortage	NOUN
epaa-3696	418	56	that	that	SCONJ
epaa-3696	418	57	,	,	PUNCT
epaa-3696	418	58	if	if	SCONJ
epaa-3696	418	59	current	current	ADJ
epaa-3696	418	60	trends	trend	NOUN
epaa-3696	418	61	continue	continue	VERB
epaa-3696	418	62	,	,	PUNCT
epaa-3696	418	63	would	would	AUX
epaa-3696	418	64	worsen	worsen	VERB
epaa-3696	418	65	further	far	ADV
epaa-3696	418	66	.	.	PUNCT
epaa-3696	419	1	this	this	DET
epaa-3696	419	2	estimate	estimate	NOUN
epaa-3696	419	3	appears	appear	VERB
epaa-3696	419	4	close	close	ADJ
epaa-3696	419	5	to	to	ADP
epaa-3696	419	6	current	current	ADJ
epaa-3696	419	7	reality	reality	NOUN
epaa-3696	419	8	.	.	PUNCT
epaa-3696	420	1	in	in	ADP
epaa-3696	420	2	fact	fact	NOUN
epaa-3696	420	3	,	,	PUNCT
epaa-3696	420	4	as	as	SCONJ
epaa-3696	420	5	discussed	discuss	VERB
epaa-3696	420	6	earlier	early	ADV
epaa-3696	420	7	,	,	PUNCT
epaa-3696	420	8	a	a	DET
epaa-3696	420	9	review	review	NOUN
epaa-3696	420	10	of	of	ADP
epaa-3696	420	11	state	state	NOUN
epaa-3696	420	12	teacher	teacher	NOUN
epaa-3696	420	13	workforce	workforce	NOUN
epaa-3696	420	14	reports	report	VERB
epaa-3696	420	15	from	from	ADP
epaa-3696	420	16	2016	2016	NUM
epaa-3696	420	17	and	and	CCONJ
epaa-3696	420	18	2017	2017	NUM
epaa-3696	420	19	revealed	reveal	VERB
epaa-3696	420	20	that	that	SCONJ
epaa-3696	420	21	nationally	nationally	ADV
epaa-3696	420	22	,	,	PUNCT
epaa-3696	420	23	approximately	approximately	ADV
epaa-3696	420	24	109,000	109,000	NUM
epaa-3696	420	25	individuals	individual	NOUN
epaa-3696	420	26	were	be	AUX
epaa-3696	420	27	uncertified	uncertified	ADJ
epaa-3696	420	28	for	for	ADP
epaa-3696	420	29	their	their	PRON
epaa-3696	420	30	teaching	teaching	NOUN
epaa-3696	420	31	position	position	NOUN
epaa-3696	420	32	,	,	PUNCT
epaa-3696	420	33	very	very	ADV
epaa-3696	420	34	close	close	ADJ
epaa-3696	420	35	to	to	ADP
epaa-3696	420	36	our	our	PRON
epaa-3696	420	37	estimated	estimate	VERB
epaa-3696	420	38	shortfall	shortfall	NOUN
epaa-3696	420	39	(	(	PUNCT
epaa-3696	420	40	learning	learn	VERB
epaa-3696	420	41	policy	policy	NOUN
epaa-3696	420	42	institute	institute	PROPN
epaa-3696	420	43	,	,	PUNCT
epaa-3696	420	44	n.d	n.d	PROPN
epaa-3696	420	45	.	.	PROPN
epaa-3696	420	46	)	)	PUNCT
epaa-3696	420	47	.	.	PUNCT
epaa-3696	421	1	the	the	DET
epaa-3696	421	2	effects	effect	NOUN
epaa-3696	421	3	are	be	AUX
epaa-3696	421	4	likely	likely	ADJ
epaa-3696	421	5	to	to	PART
epaa-3696	421	6	be	be	AUX
epaa-3696	421	7	felt	feel	VERB
epaa-3696	421	8	in	in	ADP
epaa-3696	421	9	some	some	DET
epaa-3696	421	10	subject	subject	ADJ
epaa-3696	421	11	areas	area	NOUN
epaa-3696	421	12	,	,	PUNCT
epaa-3696	421	13	states	state	NOUN
epaa-3696	421	14	,	,	PUNCT
epaa-3696	421	15	and	and	CCONJ
epaa-3696	421	16	communities	community	NOUN
epaa-3696	421	17	more	more	ADJ
epaa-3696	421	18	than	than	ADP
epaa-3696	421	19	others	other	NOUN
epaa-3696	421	20	,	,	PUNCT
epaa-3696	421	21	as	as	SCONJ
epaa-3696	421	22	we	we	PRON
epaa-3696	421	23	describe	describe	VERB
epaa-3696	421	24	below	below	ADV
epaa-3696	421	25	.	.	PUNCT
epaa-3696	422	1	examining	examine	VERB
epaa-3696	422	2	the	the	DET
epaa-3696	422	3	distribution	distribution	NOUN
epaa-3696	422	4	of	of	ADP
epaa-3696	422	5	teacher	teacher	NOUN
epaa-3696	422	6	preparation	preparation	NOUN
epaa-3696	422	7	programs	program	NOUN
epaa-3696	422	8	,	,	PUNCT
epaa-3696	422	9	starting	start	VERB
epaa-3696	422	10	salaries	salary	NOUN
epaa-3696	422	11	,	,	PUNCT
epaa-3696	422	12	and	and	CCONJ
epaa-3696	422	13	working	working	NOUN
epaa-3696	422	14	conditions	condition	NOUN
epaa-3696	422	15	,	,	PUNCT
epaa-3696	422	16	as	as	SCONJ
epaa-3696	422	17	we	we	PRON
epaa-3696	422	18	do	do	VERB
epaa-3696	422	19	below	below	ADV
epaa-3696	422	20	,	,	PUNCT
epaa-3696	422	21	helps	help	VERB
epaa-3696	422	22	us	we	PRON
epaa-3696	422	23	understand	understand	VERB
epaa-3696	422	24	the	the	DET
epaa-3696	422	25	variability	variability	NOUN
epaa-3696	422	26	in	in	ADP
epaa-3696	422	27	teacher	teacher	NOUN
epaa-3696	422	28	labor	labor	NOUN
epaa-3696	422	29	markets	market	NOUN
epaa-3696	422	30	by	by	ADP
epaa-3696	422	31	state	state	NOUN
epaa-3696	422	32	,	,	PUNCT
epaa-3696	422	33	and	and	CCONJ
epaa-3696	422	34	how	how	SCONJ
epaa-3696	422	35	those	those	DET
epaa-3696	422	36	differences	difference	NOUN
epaa-3696	422	37	could	could	AUX
epaa-3696	422	38	have	have	VERB
epaa-3696	422	39	an	an	DET
epaa-3696	422	40	impact	impact	NOUN
epaa-3696	422	41	on	on	ADP
epaa-3696	422	42	teacher	teacher	NOUN
epaa-3696	422	43	supply	supply	NOUN
epaa-3696	422	44	and	and	CCONJ
epaa-3696	422	45	demand	demand	NOUN
epaa-3696	422	46	.	.	PUNCT
epaa-3696	423	1	factors	factor	NOUN
epaa-3696	423	2	that	that	PRON
epaa-3696	423	3	influence	influence	VERB
epaa-3696	423	4	variation	variation	NOUN
epaa-3696	423	5	in	in	ADP
epaa-3696	423	6	supply	supply	NOUN
epaa-3696	423	7	,	,	PUNCT
epaa-3696	423	8	demand	demand	NOUN
epaa-3696	423	9	,	,	PUNCT
epaa-3696	423	10	and	and	CCONJ
epaa-3696	423	11	shortages	shortage	VERB
epaa-3696	423	12	availability	availability	NOUN
epaa-3696	423	13	of	of	ADP
epaa-3696	423	14	new	new	ADJ
epaa-3696	423	15	teachers	teacher	NOUN
epaa-3696	423	16	.	.	PUNCT
epaa-3696	424	1	states	state	NOUN
epaa-3696	424	2	vary	vary	VERB
epaa-3696	424	3	in	in	ADP
epaa-3696	424	4	the	the	DET
epaa-3696	424	5	number	number	NOUN
epaa-3696	424	6	and	and	CCONJ
epaa-3696	424	7	size	size	NOUN
epaa-3696	424	8	of	of	ADP
epaa-3696	424	9	preparation	preparation	NOUN
epaa-3696	424	10	programs	program	NOUN
epaa-3696	424	11	they	they	PRON
epaa-3696	424	12	sponsor	sponsor	VERB
epaa-3696	424	13	,	,	PUNCT
epaa-3696	424	14	and	and	CCONJ
epaa-3696	424	15	their	their	PRON
epaa-3696	424	16	yield	yield	NOUN
epaa-3696	424	17	in	in	ADP
epaa-3696	424	18	relation	relation	NOUN
epaa-3696	424	19	to	to	ADP
epaa-3696	424	20	state	state	NOUN
epaa-3696	424	21	hiring	hire	VERB
epaa-3696	424	22	demands	demand	NOUN
epaa-3696	424	23	(	(	PUNCT
epaa-3696	424	24	u.s	u.s	PROPN
epaa-3696	424	25	.	.	PROPN
epaa-3696	424	26	department	department	PROPN
epaa-3696	424	27	of	of	ADP
epaa-3696	424	28	education	education	PROPN
epaa-3696	424	29	,	,	PUNCT
epaa-3696	424	30	n.d	n.d	PROPN
epaa-3696	424	31	.	.	PROPN
epaa-3696	424	32	)	)	PUNCT
epaa-3696	424	33	.	.	PUNCT
epaa-3696	425	1	because	because	SCONJ
epaa-3696	425	2	of	of	ADP
epaa-3696	425	3	this	this	DET
epaa-3696	425	4	variation	variation	NOUN
epaa-3696	425	5	some	some	DET
epaa-3696	425	6	states	state	NOUN
epaa-3696	425	7	are	be	AUX
epaa-3696	425	8	net	net	ADJ
epaa-3696	425	9	importers	importer	NOUN
epaa-3696	425	10	of	of	ADP
epaa-3696	425	11	teachers	teacher	NOUN
epaa-3696	425	12	and	and	CCONJ
epaa-3696	425	13	others	other	NOUN
epaa-3696	425	14	that	that	PRON
epaa-3696	425	15	are	be	AUX
epaa-3696	425	16	net	net	ADJ
epaa-3696	425	17	exporters	exporter	NOUN
epaa-3696	425	18	.	.	PUNCT
epaa-3696	426	1	for	for	ADP
epaa-3696	426	2	example	example	NOUN
epaa-3696	426	3	,	,	PUNCT
epaa-3696	426	4	according	accord	VERB
epaa-3696	426	5	to	to	ADP
epaa-3696	426	6	our	our	PRON
epaa-3696	426	7	analysis	analysis	NOUN
epaa-3696	426	8	of	of	ADP
epaa-3696	426	9	department	department	NOUN
epaa-3696	426	10	of	of	ADP
epaa-3696	426	11	education	education	PROPN
epaa-3696	426	12	data	data	PROPN
epaa-3696	426	13	,	,	PUNCT
epaa-3696	426	14	wyoming	wyoming	PROPN
epaa-3696	426	15	,	,	PUNCT
epaa-3696	426	16	alaska	alaska	PROPN
epaa-3696	426	17	,	,	PUNCT
epaa-3696	426	18	and	and	CCONJ
epaa-3696	426	19	north	north	NOUN
epaa-3696	426	20	dakota	dakota	NOUN
epaa-3696	426	21	—	—	PUNCT
epaa-3696	426	22	net	net	ADJ
epaa-3696	426	23	importers	importer	NOUN
epaa-3696	426	24	—	—	PUNCT
epaa-3696	426	25	issued	issue	VERB
epaa-3696	426	26	72	72	NUM
epaa-3696	426	27	%	%	NOUN
epaa-3696	426	28	,	,	PUNCT
epaa-3696	426	29	75	75	NUM
epaa-3696	426	30	%	%	NOUN
epaa-3696	426	31	,	,	PUNCT
epaa-3696	426	32	and	and	CCONJ
epaa-3696	426	33	100	100	NUM
epaa-3696	426	34	%	%	NOUN
epaa-3696	426	35	,	,	PUNCT
epaa-3696	426	36	respectively	respectively	ADV
epaa-3696	426	37	,	,	PUNCT
epaa-3696	426	38	of	of	ADP
epaa-3696	426	39	their	their	PRON
epaa-3696	426	40	education	education	NOUN
epaa-3696	426	41	policy	policy	NOUN
epaa-3696	426	42	analysis	analysis	NOUN
epaa-3696	426	43	archives	archive	NOUN
epaa-3696	426	44	vol	vol	NOUN
epaa-3696	426	45	.	.	PUNCT
epaa-3696	426	46	27	27	NUM
epaa-3696	426	47	no	no	NOUN
epaa-3696	426	48	.	.	NOUN
epaa-3696	426	49	35	35	NUM
epaa-3696	426	50	special	special	ADJ
epaa-3696	426	51	issue	issue	NOUN
epaa-3696	426	52	22	22	NUM
epaa-3696	426	53	initial	initial	ADJ
epaa-3696	426	54	teaching	teaching	NOUN
epaa-3696	426	55	credentials	credential	NOUN
epaa-3696	426	56	to	to	ADP
epaa-3696	426	57	out	out	ADV
epaa-3696	426	58	-	-	PUNCT
epaa-3696	426	59	of	of	ADP
epaa-3696	426	60	-	-	PUNCT
epaa-3696	426	61	state	state	NOUN
epaa-3696	426	62	prepared	prepared	ADJ
epaa-3696	426	63	candidates	candidate	NOUN
epaa-3696	426	64	in	in	ADP
epaa-3696	426	65	2013–14	2013–14	NUM
epaa-3696	426	66	.	.	PUNCT
epaa-3696	427	1	on	on	ADP
epaa-3696	427	2	the	the	DET
epaa-3696	427	3	other	other	ADJ
epaa-3696	427	4	hand	hand	NOUN
epaa-3696	427	5	,	,	PUNCT
epaa-3696	427	6	in	in	ADP
epaa-3696	427	7	the	the	DET
epaa-3696	427	8	same	same	ADJ
epaa-3696	427	9	year	year	NOUN
epaa-3696	427	10	,	,	PUNCT
epaa-3696	427	11	new	new	PROPN
epaa-3696	427	12	jersey	jersey	PROPN
epaa-3696	427	13	and	and	CCONJ
epaa-3696	427	14	new	new	PROPN
epaa-3696	427	15	york	york	PROPN
epaa-3696	427	16	—	—	PUNCT
epaa-3696	427	17	net	net	ADJ
epaa-3696	427	18	exporters	exporter	NOUN
epaa-3696	427	19	—	—	PUNCT
epaa-3696	427	20	issued	issue	VERB
epaa-3696	427	21	effectively	effectively	ADV
epaa-3696	427	22	no	no	DET
epaa-3696	427	23	initial	initial	ADJ
epaa-3696	427	24	teaching	teaching	NOUN
epaa-3696	427	25	credentials	credential	NOUN
epaa-3696	427	26	to	to	ADP
epaa-3696	427	27	individuals	individual	NOUN
epaa-3696	427	28	who	who	PRON
epaa-3696	427	29	prepared	prepare	VERB
epaa-3696	427	30	out	out	ADP
epaa-3696	427	31	of	of	ADP
epaa-3696	427	32	state	state	NOUN
epaa-3696	427	33	.	.	PUNCT
epaa-3696	428	1	this	this	DET
epaa-3696	428	2	analysis	analysis	NOUN
epaa-3696	428	3	excludes	exclude	VERB
epaa-3696	428	4	new	new	ADJ
epaa-3696	428	5	mexico	mexico	PROPN
epaa-3696	428	6	,	,	PUNCT
epaa-3696	428	7	which	which	PRON
epaa-3696	428	8	did	do	AUX
epaa-3696	428	9	not	not	PART
epaa-3696	428	10	report	report	VERB
epaa-3696	428	11	these	these	DET
epaa-3696	428	12	data	datum	NOUN
epaa-3696	428	13	(	(	PUNCT
epaa-3696	428	14	u.s	u.s	PROPN
epaa-3696	428	15	.	.	PROPN
epaa-3696	428	16	department	department	PROPN
epaa-3696	428	17	of	of	ADP
epaa-3696	428	18	education	education	PROPN
epaa-3696	428	19	,	,	PUNCT
epaa-3696	428	20	n.d	n.d	PROPN
epaa-3696	428	21	.	.	PROPN
epaa-3696	428	22	)	)	PUNCT
epaa-3696	428	23	.	.	PUNCT
epaa-3696	429	1	teachers	teacher	NOUN
epaa-3696	429	2	do	do	AUX
epaa-3696	429	3	move	move	VERB
epaa-3696	429	4	around	around	ADP
epaa-3696	429	5	the	the	DET
epaa-3696	429	6	country	country	NOUN
epaa-3696	429	7	;	;	PUNCT
epaa-3696	429	8	one	one	NUM
epaa-3696	429	9	analysis	analysis	NOUN
epaa-3696	429	10	found	find	VERB
epaa-3696	429	11	about	about	ADP
epaa-3696	429	12	one	one	NUM
epaa-3696	429	13	-	-	PUNCT
epaa-3696	429	14	quarter	quarter	NOUN
epaa-3696	429	15	of	of	ADP
epaa-3696	429	16	all	all	DET
epaa-3696	429	17	applicants	applicant	NOUN
epaa-3696	429	18	for	for	ADP
epaa-3696	429	19	teaching	teach	VERB
epaa-3696	429	20	positions	position	NOUN
epaa-3696	429	21	across	across	ADP
epaa-3696	429	22	the	the	DET
epaa-3696	429	23	country	country	NOUN
epaa-3696	429	24	were	be	AUX
epaa-3696	429	25	from	from	ADP
epaa-3696	429	26	out	out	ADP
epaa-3696	429	27	of	of	ADP
epaa-3696	429	28	state	state	NOUN
epaa-3696	429	29	(	(	PUNCT
epaa-3696	429	30	ingersoll	ingersoll	PROPN
epaa-3696	429	31	&	&	CCONJ
epaa-3696	429	32	perda	perda	PROPN
epaa-3696	429	33	,	,	PUNCT
epaa-3696	429	34	2010	2010	NUM
epaa-3696	429	35	)	)	PUNCT
epaa-3696	429	36	.	.	PUNCT
epaa-3696	430	1	at	at	ADP
epaa-3696	430	2	the	the	DET
epaa-3696	430	3	same	same	ADJ
epaa-3696	430	4	time	time	NOUN
epaa-3696	430	5	,	,	PUNCT
epaa-3696	430	6	states	state	VERB
epaa-3696	430	7	that	that	PRON
epaa-3696	430	8	prepare	prepare	VERB
epaa-3696	430	9	a	a	DET
epaa-3696	430	10	great	great	ADJ
epaa-3696	430	11	many	many	ADJ
epaa-3696	430	12	teachers	teacher	NOUN
epaa-3696	430	13	,	,	PUNCT
epaa-3696	430	14	relative	relative	ADJ
epaa-3696	430	15	to	to	ADP
epaa-3696	430	16	their	their	PRON
epaa-3696	430	17	needs	need	NOUN
epaa-3696	430	18	,	,	PUNCT
epaa-3696	430	19	have	have	VERB
epaa-3696	430	20	at	at	ADV
epaa-3696	430	21	least	least	ADV
epaa-3696	430	22	two	two	NUM
epaa-3696	430	23	advantages	advantage	NOUN
epaa-3696	430	24	.	.	PUNCT
epaa-3696	431	1	first	first	ADV
epaa-3696	431	2	,	,	PUNCT
epaa-3696	431	3	many	many	ADJ
epaa-3696	431	4	teachers	teacher	NOUN
epaa-3696	431	5	prefer	prefer	VERB
epaa-3696	431	6	to	to	PART
epaa-3696	431	7	teach	teach	VERB
epaa-3696	431	8	near	near	ADP
epaa-3696	431	9	where	where	SCONJ
epaa-3696	431	10	they	they	PRON
epaa-3696	431	11	grew	grow	VERB
epaa-3696	431	12	up	up	ADP
epaa-3696	431	13	or	or	CCONJ
epaa-3696	431	14	went	go	VERB
epaa-3696	431	15	to	to	ADP
epaa-3696	431	16	school	school	NOUN
epaa-3696	431	17	(	(	PUNCT
epaa-3696	431	18	boyd	boyd	PROPN
epaa-3696	431	19	,	,	PUNCT
epaa-3696	431	20	lankford	lankford	PROPN
epaa-3696	431	21	,	,	PUNCT
epaa-3696	431	22	loeb	loeb	PROPN
epaa-3696	431	23	,	,	PUNCT
epaa-3696	431	24	&	&	CCONJ
epaa-3696	431	25	wyckoff	wyckoff	PROPN
epaa-3696	431	26	,	,	PUNCT
epaa-3696	431	27	2005	2005	NUM
epaa-3696	431	28	)	)	PUNCT
epaa-3696	431	29	,	,	PUNCT
epaa-3696	431	30	and	and	CCONJ
epaa-3696	431	31	some	some	PRON
epaa-3696	431	32	will	will	AUX
epaa-3696	431	33	have	have	VERB
epaa-3696	431	34	job	job	NOUN
epaa-3696	431	35	offers	offer	NOUN
epaa-3696	431	36	from	from	ADP
epaa-3696	431	37	the	the	DET
epaa-3696	431	38	districts	district	NOUN
epaa-3696	431	39	where	where	SCONJ
epaa-3696	431	40	they	they	PRON
epaa-3696	431	41	student	student	NOUN
epaa-3696	431	42	taught	teach	VERB
epaa-3696	431	43	.	.	PUNCT
epaa-3696	432	1	in	in	ADP
epaa-3696	432	2	addition	addition	NOUN
epaa-3696	432	3	,	,	PUNCT
epaa-3696	432	4	teachers	teacher	NOUN
epaa-3696	432	5	earn	earn	VERB
epaa-3696	432	6	state	state	NOUN
epaa-3696	432	7	-	-	PUNCT
epaa-3696	432	8	specific	specific	ADJ
epaa-3696	432	9	credentials	credential	NOUN
epaa-3696	432	10	while	while	SCONJ
epaa-3696	432	11	they	they	PRON
epaa-3696	432	12	are	be	AUX
epaa-3696	432	13	preparing	prepare	VERB
epaa-3696	432	14	,	,	PUNCT
epaa-3696	432	15	and	and	CCONJ
epaa-3696	432	16	candidates	candidate	NOUN
epaa-3696	432	17	sometimes	sometimes	ADV
epaa-3696	432	18	encounter	encounter	VERB
epaa-3696	432	19	a	a	DET
epaa-3696	432	20	variety	variety	NOUN
epaa-3696	432	21	of	of	ADP
epaa-3696	432	22	barriers	barrier	NOUN
epaa-3696	432	23	in	in	ADP
epaa-3696	432	24	trying	try	VERB
epaa-3696	432	25	to	to	PART
epaa-3696	432	26	transfer	transfer	VERB
epaa-3696	432	27	credentials	credential	NOUN
epaa-3696	432	28	to	to	ADP
epaa-3696	432	29	other	other	ADJ
epaa-3696	432	30	states	state	NOUN
epaa-3696	432	31	,	,	PUNCT
epaa-3696	432	32	creating	create	VERB
epaa-3696	432	33	steep	steep	ADJ
epaa-3696	432	34	transaction	transaction	NOUN
epaa-3696	432	35	costs	cost	NOUN
epaa-3696	432	36	for	for	ADP
epaa-3696	432	37	moving	move	VERB
epaa-3696	432	38	.	.	PUNCT
epaa-3696	433	1	states	state	NOUN
epaa-3696	433	2	that	that	PRON
epaa-3696	433	3	prepare	prepare	VERB
epaa-3696	433	4	fewer	few	ADJ
epaa-3696	433	5	teachers	teacher	NOUN
epaa-3696	433	6	must	must	AUX
epaa-3696	433	7	attract	attract	VERB
epaa-3696	433	8	out	out	ADP
epaa-3696	433	9	-	-	PUNCT
epaa-3696	433	10	ofstate	ofstate	NOUN
epaa-3696	433	11	candidates	candidate	NOUN
epaa-3696	433	12	to	to	PART
epaa-3696	433	13	fill	fill	VERB
epaa-3696	433	14	their	their	PRON
epaa-3696	433	15	vacancies	vacancy	NOUN
epaa-3696	433	16	,	,	PUNCT
epaa-3696	433	17	which	which	PRON
epaa-3696	433	18	can	can	AUX
epaa-3696	433	19	be	be	AUX
epaa-3696	433	20	even	even	ADV
epaa-3696	433	21	more	more	ADV
epaa-3696	433	22	difficult	difficult	ADJ
epaa-3696	433	23	in	in	ADP
epaa-3696	433	24	times	time	NOUN
epaa-3696	433	25	of	of	ADP
epaa-3696	433	26	shortage	shortage	NOUN
epaa-3696	433	27	.	.	PUNCT
epaa-3696	434	1	thus	thus	ADV
epaa-3696	434	2	,	,	PUNCT
epaa-3696	434	3	the	the	DET
epaa-3696	434	4	concentration	concentration	NOUN
epaa-3696	434	5	of	of	ADP
epaa-3696	434	6	teacher	teacher	NOUN
epaa-3696	434	7	preparation	preparation	NOUN
epaa-3696	434	8	providers	provider	NOUN
epaa-3696	434	9	and	and	CCONJ
epaa-3696	434	10	number	number	NOUN
epaa-3696	434	11	of	of	ADP
epaa-3696	434	12	candidates	candidate	NOUN
epaa-3696	434	13	completing	complete	VERB
epaa-3696	434	14	these	these	DET
epaa-3696	434	15	programs	program	NOUN
epaa-3696	434	16	is	be	AUX
epaa-3696	434	17	likely	likely	ADJ
epaa-3696	434	18	one	one	NUM
epaa-3696	434	19	reason	reason	NOUN
epaa-3696	434	20	for	for	ADP
epaa-3696	434	21	the	the	DET
epaa-3696	434	22	variation	variation	NOUN
epaa-3696	434	23	in	in	ADP
epaa-3696	434	24	labor	labor	NOUN
epaa-3696	434	25	markets	market	NOUN
epaa-3696	434	26	by	by	ADP
epaa-3696	434	27	state	state	NOUN
epaa-3696	434	28	.	.	PUNCT
epaa-3696	435	1	salaries	salary	NOUN
epaa-3696	435	2	.	.	PUNCT
epaa-3696	436	1	state	state	NOUN
epaa-3696	436	2	differences	difference	NOUN
epaa-3696	436	3	in	in	ADP
epaa-3696	436	4	starting	start	VERB
epaa-3696	436	5	teacher	teacher	NOUN
epaa-3696	436	6	salaries	salary	NOUN
epaa-3696	436	7	can	can	AUX
epaa-3696	436	8	also	also	ADV
epaa-3696	436	9	contribute	contribute	VERB
epaa-3696	436	10	to	to	ADP
epaa-3696	436	11	the	the	DET
epaa-3696	436	12	variability	variability	NOUN
epaa-3696	436	13	in	in	ADP
epaa-3696	436	14	teacher	teacher	NOUN
epaa-3696	436	15	labor	labor	NOUN
epaa-3696	436	16	markets	market	NOUN
epaa-3696	436	17	.	.	PUNCT
epaa-3696	437	1	salaries	salary	NOUN
epaa-3696	437	2	can	can	AUX
epaa-3696	437	3	affect	affect	VERB
epaa-3696	437	4	the	the	DET
epaa-3696	437	5	attractiveness	attractiveness	NOUN
epaa-3696	437	6	of	of	ADP
epaa-3696	437	7	teaching	teach	VERB
epaa-3696	437	8	jobs	job	NOUN
epaa-3696	437	9	in	in	ADP
epaa-3696	437	10	ways	way	NOUN
epaa-3696	437	11	that	that	PRON
epaa-3696	437	12	impact	impact	VERB
epaa-3696	437	13	both	both	CCONJ
epaa-3696	437	14	recruitment	recruitment	NOUN
epaa-3696	437	15	and	and	CCONJ
epaa-3696	437	16	retention	retention	NOUN
epaa-3696	437	17	(	(	PUNCT
epaa-3696	437	18	adamson	adamson	PROPN
epaa-3696	437	19	&	&	CCONJ
epaa-3696	437	20	darling	darling	PROPN
epaa-3696	437	21	-	-	PUNCT
epaa-3696	437	22	hammond	hammond	NOUN
epaa-3696	437	23	,	,	PUNCT
epaa-3696	437	24	2012	2012	NUM
epaa-3696	437	25	)	)	PUNCT
epaa-3696	437	26	.	.	PUNCT
epaa-3696	438	1	according	accord	VERB
epaa-3696	438	2	to	to	ADP
epaa-3696	438	3	data	datum	NOUN
epaa-3696	438	4	from	from	ADP
epaa-3696	438	5	the	the	DET
epaa-3696	438	6	national	national	PROPN
epaa-3696	438	7	education	education	PROPN
epaa-3696	438	8	association	association	PROPN
epaa-3696	438	9	,	,	PUNCT
epaa-3696	438	10	the	the	DET
epaa-3696	438	11	average	average	ADJ
epaa-3696	438	12	starting	starting	NOUN
epaa-3696	438	13	teacher	teacher	NOUN
epaa-3696	438	14	salary	salary	NOUN
epaa-3696	438	15	in	in	ADP
epaa-3696	438	16	the	the	DET
epaa-3696	438	17	united	united	PROPN
epaa-3696	438	18	states	states	PROPN
epaa-3696	438	19	in	in	ADP
epaa-3696	438	20	2016	2016	NUM
epaa-3696	438	21	-	-	SYM
epaa-3696	438	22	17	17	NUM
epaa-3696	438	23	was	be	AUX
epaa-3696	438	24	$	$	SYM
epaa-3696	438	25	30,249	30,249	NUM
epaa-3696	438	26	,	,	PUNCT
epaa-3696	438	27	but	but	CCONJ
epaa-3696	438	28	the	the	DET
epaa-3696	438	29	range	range	NOUN
epaa-3696	438	30	was	be	AUX
epaa-3696	438	31	very	very	ADV
epaa-3696	438	32	wide	wide	ADJ
epaa-3696	438	33	.	.	PUNCT
epaa-3696	439	1	in	in	ADP
epaa-3696	439	2	2013	2013	NUM
epaa-3696	439	3	,	,	PUNCT
epaa-3696	439	4	the	the	DET
epaa-3696	439	5	district	district	NOUN
epaa-3696	439	6	of	of	ADP
epaa-3696	439	7	columbia	columbia	PROPN
epaa-3696	439	8	had	have	VERB
epaa-3696	439	9	the	the	DET
epaa-3696	439	10	highest	high	ADJ
epaa-3696	439	11	starting	starting	NOUN
epaa-3696	439	12	salary	salary	NOUN
epaa-3696	439	13	at	at	ADP
epaa-3696	439	14	$	$	SYM
epaa-3696	439	15	55,209	55,209	NUM
epaa-3696	439	16	,	,	PUNCT
epaa-3696	439	17	and	and	CCONJ
epaa-3696	439	18	montana	montana	PROPN
epaa-3696	439	19	had	have	VERB
epaa-3696	439	20	the	the	DET
epaa-3696	439	21	lowest	low	ADJ
epaa-3696	439	22	starting	starting	NOUN
epaa-3696	439	23	salary	salary	NOUN
epaa-3696	439	24	at	at	ADP
epaa-3696	439	25	$	$	SYM
epaa-3696	439	26	31,418	31,418	NUM
epaa-3696	439	27	,	,	PUNCT
epaa-3696	439	28	unadjusted	unadjuste	VERB
epaa-3696	439	29	for	for	ADP
epaa-3696	439	30	cost	cost	NOUN
epaa-3696	439	31	of	of	ADP
epaa-3696	439	32	living	live	VERB
epaa-3696	439	33	differentials	differential	NOUN
epaa-3696	439	34	(	(	PUNCT
epaa-3696	439	35	national	national	ADJ
epaa-3696	439	36	education	education	PROPN
epaa-3696	439	37	association	association	PROPN
epaa-3696	439	38	,	,	PUNCT
epaa-3696	439	39	n.d	n.d	PROPN
epaa-3696	439	40	.	.	PROPN
epaa-3696	439	41	)	)	PUNCT
epaa-3696	439	42	.	.	PUNCT
epaa-3696	440	1	within	within	ADP
epaa-3696	440	2	states	state	NOUN
epaa-3696	440	3	,	,	PUNCT
epaa-3696	440	4	school	school	NOUN
epaa-3696	440	5	district	district	NOUN
epaa-3696	440	6	funding	funding	NOUN
epaa-3696	440	7	often	often	ADV
epaa-3696	440	8	varies	vary	VERB
epaa-3696	440	9	,	,	PUNCT
epaa-3696	440	10	with	with	ADP
epaa-3696	440	11	strong	strong	ADJ
epaa-3696	440	12	consequences	consequence	NOUN
epaa-3696	440	13	for	for	ADP
epaa-3696	440	14	salary	salary	NOUN
epaa-3696	440	15	levels	level	NOUN
epaa-3696	440	16	.	.	PUNCT
epaa-3696	441	1	great	great	ADJ
epaa-3696	441	2	inequalities	inequality	NOUN
epaa-3696	441	3	in	in	ADP
epaa-3696	441	4	salaries	salary	NOUN
epaa-3696	441	5	across	across	ADP
epaa-3696	441	6	districts	district	NOUN
epaa-3696	441	7	typically	typically	ADV
epaa-3696	441	8	cause	cause	VERB
epaa-3696	441	9	shortages	shortage	NOUN
epaa-3696	441	10	in	in	ADP
epaa-3696	441	11	those	those	PRON
epaa-3696	441	12	that	that	PRON
epaa-3696	441	13	are	be	AUX
epaa-3696	441	14	not	not	PART
epaa-3696	441	15	able	able	ADJ
epaa-3696	441	16	to	to	PART
epaa-3696	441	17	offer	offer	VERB
epaa-3696	441	18	a	a	DET
epaa-3696	441	19	competitive	competitive	ADJ
epaa-3696	441	20	wage	wage	NOUN
epaa-3696	441	21	(	(	PUNCT
epaa-3696	441	22	adamson	adamson	PROPN
epaa-3696	441	23	&	&	CCONJ
epaa-3696	441	24	darling	darling	PROPN
epaa-3696	441	25	-	-	PUNCT
epaa-3696	441	26	hammond	hammond	NOUN
epaa-3696	441	27	,	,	PUNCT
epaa-3696	441	28	2011	2011	NUM
epaa-3696	441	29	)	)	PUNCT
epaa-3696	441	30	.	.	PUNCT
epaa-3696	442	1	some	some	PRON
epaa-3696	442	2	of	of	ADP
epaa-3696	442	3	this	this	DET
epaa-3696	442	4	variation	variation	NOUN
epaa-3696	442	5	can	can	AUX
epaa-3696	442	6	be	be	AUX
epaa-3696	442	7	explained	explain	VERB
epaa-3696	442	8	by	by	ADP
epaa-3696	442	9	cost	cost	NOUN
epaa-3696	442	10	-	-	PUNCT
epaa-3696	442	11	of	of	ADP
epaa-3696	442	12	-	-	PUNCT
epaa-3696	442	13	living	living	NOUN
epaa-3696	442	14	differences	difference	NOUN
epaa-3696	442	15	,	,	PUNCT
epaa-3696	442	16	but	but	CCONJ
epaa-3696	442	17	even	even	ADV
epaa-3696	442	18	in	in	ADP
epaa-3696	442	19	higher	higher	ADV
epaa-3696	442	20	-	-	PUNCT
epaa-3696	442	21	paying	pay	VERB
epaa-3696	442	22	states	state	NOUN
epaa-3696	442	23	,	,	PUNCT
epaa-3696	442	24	such	such	ADJ
epaa-3696	442	25	as	as	ADP
epaa-3696	442	26	california	california	PROPN
epaa-3696	442	27	,	,	PUNCT
epaa-3696	442	28	there	there	PRON
epaa-3696	442	29	can	can	AUX
epaa-3696	442	30	be	be	AUX
epaa-3696	442	31	wide	wide	ADJ
epaa-3696	442	32	variations	variation	NOUN
epaa-3696	442	33	in	in	ADP
epaa-3696	442	34	wages	wage	NOUN
epaa-3696	442	35	that	that	PRON
epaa-3696	442	36	are	be	AUX
epaa-3696	442	37	not	not	PART
epaa-3696	442	38	associated	associate	VERB
epaa-3696	442	39	with	with	ADP
epaa-3696	442	40	cost	cost	NOUN
epaa-3696	442	41	-	-	PUNCT
epaa-3696	442	42	of	of	ADP
epaa-3696	442	43	-	-	PUNCT
epaa-3696	442	44	living	living	NOUN
epaa-3696	442	45	differentials	differential	NOUN
epaa-3696	442	46	,	,	PUNCT
epaa-3696	442	47	leaving	leave	VERB
epaa-3696	442	48	many	many	ADJ
epaa-3696	442	49	teachers	teacher	NOUN
epaa-3696	442	50	struggling	struggle	VERB
epaa-3696	442	51	with	with	ADP
epaa-3696	442	52	the	the	DET
epaa-3696	442	53	higher	high	ADJ
epaa-3696	442	54	cost	cost	NOUN
epaa-3696	442	55	of	of	ADP
epaa-3696	442	56	living	living	NOUN
epaa-3696	442	57	and	and	CCONJ
epaa-3696	442	58	lower	low	ADJ
epaa-3696	442	59	purchasing	purchasing	NOUN
epaa-3696	442	60	power	power	NOUN
epaa-3696	442	61	.	.	PUNCT
epaa-3696	443	1	one	one	NUM
epaa-3696	443	2	analysis	analysis	NOUN
epaa-3696	443	3	of	of	ADP
epaa-3696	443	4	california	california	PROPN
epaa-3696	443	5	teacher	teacher	NOUN
epaa-3696	443	6	salaries	salary	NOUN
epaa-3696	443	7	found	find	VERB
epaa-3696	443	8	a	a	DET
epaa-3696	443	9	2	2	NUM
epaa-3696	443	10	to	to	PART
epaa-3696	443	11	1	1	NUM
epaa-3696	443	12	ratio	ratio	NOUN
epaa-3696	443	13	of	of	ADP
epaa-3696	443	14	wages	wage	NOUN
epaa-3696	443	15	for	for	ADP
epaa-3696	443	16	similarly	similarly	ADV
epaa-3696	443	17	experienced	experienced	ADJ
epaa-3696	443	18	and	and	CCONJ
epaa-3696	443	19	educated	educate	VERB
epaa-3696	443	20	teachers	teacher	NOUN
epaa-3696	443	21	across	across	ADP
epaa-3696	443	22	the	the	DET
epaa-3696	443	23	state	state	NOUN
epaa-3696	443	24	,	,	PUNCT
epaa-3696	443	25	which	which	PRON
epaa-3696	443	26	actually	actually	ADV
epaa-3696	443	27	grew	grow	VERB
epaa-3696	443	28	to	to	ADP
epaa-3696	443	29	a	a	DET
epaa-3696	443	30	3	3	NUM
epaa-3696	443	31	to	to	PART
epaa-3696	443	32	1	1	NUM
epaa-3696	443	33	differential	differential	NOUN
epaa-3696	443	34	when	when	SCONJ
epaa-3696	443	35	cost	cost	NOUN
epaa-3696	443	36	of	of	ADP
epaa-3696	443	37	living	live	VERB
epaa-3696	443	38	differentials	differential	NOUN
epaa-3696	443	39	were	be	AUX
epaa-3696	443	40	taken	take	VERB
epaa-3696	443	41	into	into	ADP
epaa-3696	443	42	account	account	NOUN
epaa-3696	443	43	.	.	PUNCT
epaa-3696	444	1	these	these	DET
epaa-3696	444	2	differences	difference	NOUN
epaa-3696	444	3	were	be	AUX
epaa-3696	444	4	closely	closely	ADV
epaa-3696	444	5	associated	associate	VERB
epaa-3696	444	6	with	with	ADP
epaa-3696	444	7	teacher	teacher	NOUN
epaa-3696	444	8	shortages	shortage	NOUN
epaa-3696	444	9	in	in	ADP
epaa-3696	444	10	lowwage	lowwage	NOUN
epaa-3696	444	11	districts	district	NOUN
epaa-3696	444	12	(	(	PUNCT
epaa-3696	444	13	adamson	adamson	PROPN
epaa-3696	444	14	&	&	CCONJ
epaa-3696	444	15	darling	darling	PROPN
epaa-3696	444	16	-	-	PUNCT
epaa-3696	444	17	hammond	hammond	NOUN
epaa-3696	444	18	,	,	PUNCT
epaa-3696	444	19	2011	2011	NUM
epaa-3696	444	20	)	)	PUNCT
epaa-3696	444	21	these	these	DET
epaa-3696	444	22	variations	variation	NOUN
epaa-3696	444	23	in	in	ADP
epaa-3696	444	24	salaries	salary	NOUN
epaa-3696	444	25	are	be	AUX
epaa-3696	444	26	another	another	DET
epaa-3696	444	27	reason	reason	NOUN
epaa-3696	444	28	why	why	SCONJ
epaa-3696	444	29	states	state	NOUN
epaa-3696	444	30	experience	experience	VERB
epaa-3696	444	31	teacher	teacher	NOUN
epaa-3696	444	32	shortages	shortage	NOUN
epaa-3696	444	33	differently	differently	ADV
epaa-3696	444	34	.	.	PUNCT
epaa-3696	445	1	the	the	DET
epaa-3696	445	2	competitiveness	competitiveness	NOUN
epaa-3696	445	3	of	of	ADP
epaa-3696	445	4	teachers	teacher	NOUN
epaa-3696	445	5	’	'	PUNCT
epaa-3696	445	6	wages	wage	NOUN
epaa-3696	445	7	to	to	ADP
epaa-3696	445	8	those	those	PRON
epaa-3696	445	9	of	of	ADP
epaa-3696	445	10	non	non	ADJ
epaa-3696	445	11	-	-	ADJ
epaa-3696	445	12	teaching	teaching	ADJ
epaa-3696	445	13	occupations	occupation	NOUN
epaa-3696	445	14	requiring	require	VERB
epaa-3696	445	15	similar	similar	ADJ
epaa-3696	445	16	levels	level	NOUN
epaa-3696	445	17	of	of	ADP
epaa-3696	445	18	education	education	NOUN
epaa-3696	445	19	can	can	AUX
epaa-3696	445	20	be	be	AUX
epaa-3696	445	21	just	just	ADV
epaa-3696	445	22	as	as	ADV
epaa-3696	445	23	important	important	ADJ
epaa-3696	445	24	as	as	SCONJ
epaa-3696	445	25	teacher	teacher	NOUN
epaa-3696	445	26	salaries	salarie	VERB
epaa-3696	445	27	themselves	themselves	PRON
epaa-3696	445	28	,	,	PUNCT
epaa-3696	445	29	as	as	SCONJ
epaa-3696	445	30	these	these	PRON
epaa-3696	445	31	are	be	AUX
epaa-3696	445	32	an	an	DET
epaa-3696	445	33	influential	influential	ADJ
epaa-3696	445	34	factor	factor	NOUN
epaa-3696	445	35	in	in	ADP
epaa-3696	445	36	teachers	teacher	NOUN
epaa-3696	445	37	’	'	PUNCT
epaa-3696	445	38	decisions	decision	NOUN
epaa-3696	445	39	to	to	PART
epaa-3696	445	40	enter	enter	VERB
epaa-3696	445	41	the	the	DET
epaa-3696	445	42	profession	profession	NOUN
epaa-3696	445	43	(	(	PUNCT
epaa-3696	445	44	loeb	loeb	PROPN
epaa-3696	445	45	&	&	CCONJ
epaa-3696	445	46	beteille	beteille	PROPN
epaa-3696	445	47	,	,	PUNCT
epaa-3696	445	48	2009	2009	NUM
epaa-3696	445	49	)	)	PUNCT
epaa-3696	445	50	.	.	PUNCT
epaa-3696	446	1	wage	wage	NOUN
epaa-3696	446	2	competitiveness	competitiveness	NOUN
epaa-3696	446	3	also	also	ADV
epaa-3696	446	4	varies	vary	VERB
epaa-3696	446	5	from	from	ADP
epaa-3696	446	6	state	state	NOUN
epaa-3696	446	7	to	to	ADP
epaa-3696	446	8	state	state	NOUN
epaa-3696	446	9	.	.	PUNCT
epaa-3696	447	1	after	after	ADP
epaa-3696	447	2	controlling	control	VERB
epaa-3696	447	3	for	for	ADP
epaa-3696	447	4	age	age	NOUN
epaa-3696	447	5	,	,	PUNCT
epaa-3696	447	6	education	education	NOUN
epaa-3696	447	7	level	level	NOUN
epaa-3696	447	8	,	,	PUNCT
epaa-3696	447	9	hours	hour	NOUN
epaa-3696	447	10	worked	work	VERB
epaa-3696	447	11	per	per	ADP
epaa-3696	447	12	week	week	NOUN
epaa-3696	447	13	,	,	PUNCT
epaa-3696	447	14	and	and	CCONJ
epaa-3696	447	15	weeks	week	NOUN
epaa-3696	447	16	worked	work	VERB
epaa-3696	447	17	per	per	ADP
epaa-3696	447	18	year	year	NOUN
epaa-3696	447	19	,	,	PUNCT
epaa-3696	447	20	teachers	teacher	NOUN
epaa-3696	447	21	in	in	ADP
epaa-3696	447	22	wyoming	wyoming	PROPN
epaa-3696	447	23	earned	earn	VERB
epaa-3696	447	24	94	94	NUM
epaa-3696	447	25	%	%	NOUN
epaa-3696	447	26	of	of	ADP
epaa-3696	447	27	what	what	PRON
epaa-3696	447	28	nonteachers	nonteacher	NOUN
epaa-3696	447	29	in	in	ADP
epaa-3696	447	30	the	the	DET
epaa-3696	447	31	state	state	NOUN
epaa-3696	447	32	earned	earn	VERB
epaa-3696	447	33	in	in	ADP
epaa-3696	447	34	2012	2012	NUM
epaa-3696	447	35	.	.	PUNCT
epaa-3696	448	1	the	the	DET
epaa-3696	448	2	ratio	ratio	NOUN
epaa-3696	448	3	in	in	ADP
epaa-3696	448	4	alaska	alaska	PROPN
epaa-3696	448	5	and	and	CCONJ
epaa-3696	448	6	iowa	iowa	PROPN
epaa-3696	448	7	was	be	AUX
epaa-3696	448	8	85	85	NUM
epaa-3696	448	9	%	%	NOUN
epaa-3696	448	10	.	.	PUNCT
epaa-3696	449	1	conversely	conversely	ADV
epaa-3696	449	2	,	,	PUNCT
epaa-3696	449	3	teachers	teacher	NOUN
epaa-3696	449	4	in	in	ADP
epaa-3696	449	5	arizona	arizona	PROPN
epaa-3696	449	6	and	and	CCONJ
epaa-3696	449	7	virginia	virginia	PROPN
epaa-3696	449	8	earned	earn	VERB
epaa-3696	449	9	only	only	ADV
epaa-3696	449	10	62	62	NUM
epaa-3696	449	11	%	%	NOUN
epaa-3696	449	12	and	and	CCONJ
epaa-3696	449	13	63	63	NUM
epaa-3696	449	14	%	%	NOUN
epaa-3696	449	15	,	,	PUNCT
epaa-3696	449	16	respectively	respectively	ADV
epaa-3696	449	17	,	,	PUNCT
epaa-3696	449	18	of	of	ADP
epaa-3696	449	19	what	what	PRON
epaa-3696	449	20	this	this	DET
epaa-3696	449	21	group	group	NOUN
epaa-3696	449	22	of	of	ADP
epaa-3696	449	23	non	non	NOUN
epaa-3696	449	24	-	-	NOUN
epaa-3696	449	25	teachers	teacher	NOUN
epaa-3696	449	26	earned	earn	VERB
epaa-3696	449	27	(	(	PUNCT
epaa-3696	449	28	baker	baker	PROPN
epaa-3696	449	29	,	,	PUNCT
epaa-3696	449	30	farrie	farrie	NOUN
epaa-3696	449	31	,	,	PUNCT
epaa-3696	449	32	&	&	CCONJ
epaa-3696	449	33	sciarra	sciarra	PROPN
epaa-3696	449	34	,	,	PUNCT
epaa-3696	449	35	2016	2016	NUM
epaa-3696	449	36	)	)	PUNCT
epaa-3696	449	37	.	.	PUNCT
epaa-3696	450	1	it	it	PRON
epaa-3696	450	2	is	be	AUX
epaa-3696	450	3	important	important	ADJ
epaa-3696	450	4	to	to	PART
epaa-3696	450	5	remember	remember	VERB
epaa-3696	450	6	there	there	PRON
epaa-3696	450	7	are	be	VERB
epaa-3696	450	8	two	two	NUM
epaa-3696	450	9	moving	move	VERB
epaa-3696	450	10	parts	part	NOUN
epaa-3696	450	11	in	in	ADP
epaa-3696	450	12	these	these	DET
epaa-3696	450	13	ratios	ratio	NOUN
epaa-3696	450	14	—	—	PUNCT
epaa-3696	450	15	teacher	teacher	NOUN
epaa-3696	450	16	wages	wage	NOUN
epaa-3696	450	17	and	and	CCONJ
epaa-3696	450	18	non	non	ADJ
epaa-3696	450	19	-	-	ADJ
epaa-3696	450	20	teacher	teacher	ADJ
epaa-3696	450	21	wages	wage	NOUN
epaa-3696	450	22	.	.	PUNCT
epaa-3696	451	1	so	so	ADV
epaa-3696	451	2	a	a	DET
epaa-3696	451	3	high	high	ADJ
epaa-3696	451	4	-	-	PUNCT
epaa-3696	451	5	wage	wage	NOUN
epaa-3696	451	6	competitiveness	competitiveness	NOUN
epaa-3696	451	7	ratio	ratio	NOUN
epaa-3696	451	8	could	could	AUX
epaa-3696	451	9	represent	represent	VERB
epaa-3696	451	10	high	high	ADJ
epaa-3696	451	11	teacher	teacher	NOUN
epaa-3696	451	12	wages	wage	NOUN
epaa-3696	451	13	and	and	CCONJ
epaa-3696	451	14	average	average	ADJ
epaa-3696	451	15	non	non	ADJ
epaa-3696	451	16	-	-	ADJ
epaa-3696	451	17	teacher	teacher	ADJ
epaa-3696	451	18	wages	wage	NOUN
epaa-3696	451	19	,	,	PUNCT
epaa-3696	451	20	or	or	CCONJ
epaa-3696	451	21	average	average	ADJ
epaa-3696	451	22	teacher	teacher	NOUN
epaa-3696	451	23	wages	wage	NOUN
epaa-3696	451	24	and	and	CCONJ
epaa-3696	451	25	low	low	ADJ
epaa-3696	451	26	nonteacher	nonteacher	NOUN
epaa-3696	451	27	wages	wage	NOUN
epaa-3696	451	28	,	,	PUNCT
epaa-3696	451	29	or	or	CCONJ
epaa-3696	451	30	any	any	DET
epaa-3696	451	31	combinations	combination	NOUN
epaa-3696	451	32	in	in	ADP
epaa-3696	451	33	between	between	ADP
epaa-3696	451	34	.	.	PUNCT
epaa-3696	452	1	working	work	VERB
epaa-3696	452	2	conditions	condition	NOUN
epaa-3696	452	3	.	.	PUNCT
epaa-3696	453	1	working	work	VERB
epaa-3696	453	2	conditions	condition	NOUN
epaa-3696	453	3	that	that	PRON
epaa-3696	453	4	teachers	teacher	NOUN
epaa-3696	453	5	report	report	VERB
epaa-3696	453	6	as	as	ADV
epaa-3696	453	7	important	important	ADJ
epaa-3696	453	8	to	to	ADP
epaa-3696	453	9	their	their	PRON
epaa-3696	453	10	decisions	decision	NOUN
epaa-3696	453	11	to	to	PART
epaa-3696	453	12	stay	stay	VERB
epaa-3696	453	13	,	,	PUNCT
epaa-3696	453	14	leave	leave	VERB
epaa-3696	453	15	,	,	PUNCT
epaa-3696	453	16	or	or	CCONJ
epaa-3696	453	17	return	return	VERB
epaa-3696	453	18	to	to	ADP
epaa-3696	453	19	the	the	DET
epaa-3696	453	20	classroom	classroom	NOUN
epaa-3696	453	21	vary	vary	VERB
epaa-3696	453	22	by	by	ADP
epaa-3696	453	23	state	state	NOUN
epaa-3696	453	24	.	.	PUNCT
epaa-3696	454	1	one	one	NUM
epaa-3696	454	2	working	work	VERB
epaa-3696	454	3	condition	condition	NOUN
epaa-3696	454	4	important	important	ADJ
epaa-3696	454	5	to	to	ADP
epaa-3696	454	6	teachers	teacher	NOUN
epaa-3696	454	7	is	be	AUX
epaa-3696	454	8	the	the	DET
epaa-3696	454	9	average	average	ADJ
epaa-3696	454	10	number	number	NOUN
epaa-3696	454	11	of	of	ADP
epaa-3696	454	12	students	student	NOUN
epaa-3696	454	13	they	they	PRON
epaa-3696	454	14	teach	teach	VERB
epaa-3696	454	15	:	:	PUNCT
epaa-3696	454	16	their	their	PRON
epaa-3696	454	17	class	class	NOUN
epaa-3696	454	18	sizes	size	NOUN
epaa-3696	454	19	or	or	CCONJ
epaa-3696	454	20	pupil	pupil	NOUN
epaa-3696	454	21	loads	load	NOUN
epaa-3696	454	22	.	.	PUNCT
epaa-3696	455	1	although	although	SCONJ
epaa-3696	455	2	an	an	DET
epaa-3696	455	3	analysis	analysis	NOUN
epaa-3696	455	4	of	of	ADP
epaa-3696	455	5	teacher	teacher	NOUN
epaa-3696	455	6	supply	supply	NOUN
epaa-3696	455	7	and	and	CCONJ
epaa-3696	455	8	demand	demand	NOUN
epaa-3696	455	9	in	in	ADP
epaa-3696	455	10	the	the	DET
epaa-3696	455	11	united	united	PROPN
epaa-3696	455	12	states	states	PROPN
epaa-3696	455	13	23	23	NUM
epaa-3696	455	14	class	class	NOUN
epaa-3696	455	15	size	size	NOUN
epaa-3696	455	16	is	be	AUX
epaa-3696	455	17	always	always	ADV
epaa-3696	455	18	a	a	DET
epaa-3696	455	19	higher	high	ADJ
epaa-3696	455	20	number	number	NOUN
epaa-3696	455	21	than	than	ADP
epaa-3696	455	22	average	average	ADJ
epaa-3696	455	23	pupil	pupil	ADJ
epaa-3696	455	24	-	-	PUNCT
epaa-3696	455	25	teacher	teacher	NOUN
epaa-3696	455	26	ratios	ratio	NOUN
epaa-3696	455	27	,	,	PUNCT
epaa-3696	455	28	the	the	DET
epaa-3696	455	29	two	two	NUM
epaa-3696	455	30	are	be	AUX
epaa-3696	455	31	correlated	correlate	VERB
epaa-3696	455	32	,	,	PUNCT
epaa-3696	455	33	and	and	CCONJ
epaa-3696	455	34	widely	widely	ADV
epaa-3696	455	35	varying	vary	VERB
epaa-3696	455	36	across	across	ADP
epaa-3696	455	37	the	the	DET
epaa-3696	455	38	country	country	NOUN
epaa-3696	455	39	.	.	PUNCT
epaa-3696	456	1	in	in	ADP
epaa-3696	456	2	2014	2014	NUM
epaa-3696	456	3	,	,	PUNCT
epaa-3696	456	4	when	when	SCONJ
epaa-3696	456	5	the	the	DET
epaa-3696	456	6	national	national	ADJ
epaa-3696	456	7	average	average	ADJ
epaa-3696	456	8	pupil	pupil	ADJ
epaa-3696	456	9	-	-	PUNCT
epaa-3696	456	10	teacher	teacher	NOUN
epaa-3696	456	11	ratio	ratio	NOUN
epaa-3696	456	12	was	be	AUX
epaa-3696	456	13	16	16	NUM
epaa-3696	456	14	-	-	PUNCT
epaa-3696	456	15	to1	to1	PROPN
epaa-3696	456	16	,	,	PUNCT
epaa-3696	456	17	california	california	PROPN
epaa-3696	456	18	’s	’s	PART
epaa-3696	456	19	ratio	ratio	NOUN
epaa-3696	456	20	was	be	AUX
epaa-3696	456	21	24	24	NUM
epaa-3696	456	22	-	-	PUNCT
epaa-3696	456	23	to-1	to-1	NUM
epaa-3696	456	24	,	,	PUNCT
epaa-3696	456	25	while	while	SCONJ
epaa-3696	456	26	vermont	vermont	PROPN
epaa-3696	456	27	’s	’s	PART
epaa-3696	456	28	was	be	AUX
epaa-3696	456	29	11	11	NUM
epaa-3696	456	30	-	-	PUNCT
epaa-3696	456	31	to-1	to-1	NUM
epaa-3696	456	32	(	(	PUNCT
epaa-3696	456	33	nces	nce	NOUN
epaa-3696	456	34	2015d	2015d	NUM
epaa-3696	456	35	)	)	PUNCT
epaa-3696	456	36	.	.	PUNCT
epaa-3696	457	1	other	other	ADJ
epaa-3696	457	2	conditions	condition	NOUN
epaa-3696	457	3	found	find	VERB
epaa-3696	457	4	to	to	PART
epaa-3696	457	5	be	be	AUX
epaa-3696	457	6	related	relate	VERB
epaa-3696	457	7	to	to	ADP
epaa-3696	457	8	teachers	teacher	NOUN
epaa-3696	457	9	’	'	PUNCT
epaa-3696	457	10	decisions	decision	NOUN
epaa-3696	457	11	to	to	PART
epaa-3696	457	12	stay	stay	VERB
epaa-3696	457	13	in	in	ADV
epaa-3696	457	14	or	or	CCONJ
epaa-3696	457	15	leave	leave	VERB
epaa-3696	457	16	a	a	DET
epaa-3696	457	17	school	school	NOUN
epaa-3696	457	18	—	—	PUNCT
epaa-3696	457	19	such	such	ADJ
epaa-3696	457	20	as	as	ADP
epaa-3696	457	21	competent	competent	ADJ
epaa-3696	457	22	and	and	CCONJ
epaa-3696	457	23	supportive	supportive	ADJ
epaa-3696	457	24	leadership	leadership	NOUN
epaa-3696	457	25	,	,	PUNCT
epaa-3696	457	26	a	a	DET
epaa-3696	457	27	school	school	NOUN
epaa-3696	457	28	’s	’s	PART
epaa-3696	457	29	testing	testing	NOUN
epaa-3696	457	30	and	and	CCONJ
epaa-3696	457	31	accountability	accountability	NOUN
epaa-3696	457	32	environment	environment	NOUN
epaa-3696	457	33	,	,	PUNCT
epaa-3696	457	34	and	and	CCONJ
epaa-3696	457	35	teacher	teacher	NOUN
epaa-3696	457	36	autonomy	autonomy	NOUN
epaa-3696	457	37	in	in	ADP
epaa-3696	457	38	making	make	VERB
epaa-3696	457	39	key	key	ADJ
epaa-3696	457	40	classroom	classroom	NOUN
epaa-3696	457	41	decisions	decision	NOUN
epaa-3696	457	42	—	—	PUNCT
epaa-3696	457	43	also	also	ADV
epaa-3696	457	44	vary	vary	VERB
epaa-3696	457	45	substantially	substantially	ADV
epaa-3696	457	46	.	.	PUNCT
epaa-3696	458	1	for	for	ADP
epaa-3696	458	2	instance	instance	NOUN
epaa-3696	458	3	,	,	PUNCT
epaa-3696	458	4	according	accord	VERB
epaa-3696	458	5	to	to	ADP
epaa-3696	458	6	data	datum	NOUN
epaa-3696	458	7	from	from	ADP
epaa-3696	458	8	the	the	DET
epaa-3696	458	9	2011–12	2011–12	PROPN
epaa-3696	458	10	sass	sass	NOUN
epaa-3696	458	11	,	,	PUNCT
epaa-3696	458	12	more	more	ADJ
epaa-3696	458	13	than	than	ADP
epaa-3696	458	14	twice	twice	ADV
epaa-3696	458	15	as	as	ADV
epaa-3696	458	16	many	many	ADJ
epaa-3696	458	17	teachers	teacher	NOUN
epaa-3696	458	18	in	in	ADP
epaa-3696	458	19	arkansas	arkansas	PROPN
epaa-3696	458	20	strongly	strongly	ADV
epaa-3696	458	21	agreed	agree	VERB
epaa-3696	458	22	that	that	SCONJ
epaa-3696	458	23	their	their	PRON
epaa-3696	458	24	administration	administration	NOUN
epaa-3696	458	25	was	be	AUX
epaa-3696	458	26	supportive	supportive	ADJ
epaa-3696	458	27	as	as	SCONJ
epaa-3696	458	28	did	do	VERB
epaa-3696	458	29	teachers	teacher	NOUN
epaa-3696	458	30	in	in	ADP
epaa-3696	458	31	the	the	DET
epaa-3696	458	32	district	district	NOUN
epaa-3696	458	33	of	of	ADP
epaa-3696	458	34	columbia	columbia	PROPN
epaa-3696	458	35	(	(	PUNCT
epaa-3696	458	36	58	58	NUM
epaa-3696	458	37	%	%	NOUN
epaa-3696	458	38	vs.	vs.	ADP
epaa-3696	458	39	24	24	NUM
epaa-3696	458	40	%	%	NOUN
epaa-3696	458	41	)	)	PUNCT
epaa-3696	458	42	(	(	PUNCT
epaa-3696	458	43	nces	nce	NOUN
epaa-3696	458	44	,	,	PUNCT
epaa-3696	458	45	2012a	2012a	NUM
epaa-3696	458	46	)	)	PUNCT
epaa-3696	458	47	.	.	PUNCT
epaa-3696	459	1	more	more	ADJ
epaa-3696	459	2	than	than	ADP
epaa-3696	459	3	10	10	NUM
epaa-3696	459	4	times	time	NOUN
epaa-3696	459	5	as	as	ADV
epaa-3696	459	6	many	many	ADJ
epaa-3696	459	7	teachers	teacher	NOUN
epaa-3696	459	8	in	in	ADP
epaa-3696	459	9	indiana	indiana	PROPN
epaa-3696	459	10	and	and	CCONJ
epaa-3696	459	11	florida	florida	PROPN
epaa-3696	459	12	strongly	strongly	ADV
epaa-3696	459	13	agreed	agree	VERB
epaa-3696	459	14	their	their	PRON
epaa-3696	459	15	job	job	NOUN
epaa-3696	459	16	security	security	NOUN
epaa-3696	459	17	was	be	AUX
epaa-3696	459	18	impacted	impact	VERB
epaa-3696	459	19	by	by	ADP
epaa-3696	459	20	the	the	DET
epaa-3696	459	21	performance	performance	NOUN
epaa-3696	459	22	of	of	ADP
epaa-3696	459	23	their	their	PRON
epaa-3696	459	24	students	student	NOUN
epaa-3696	459	25	or	or	CCONJ
epaa-3696	459	26	school	school	NOUN
epaa-3696	459	27	on	on	ADP
epaa-3696	459	28	state	state	NOUN
epaa-3696	459	29	or	or	CCONJ
epaa-3696	459	30	local	local	ADJ
epaa-3696	459	31	tests	test	NOUN
epaa-3696	459	32	as	as	ADP
epaa-3696	459	33	in	in	ADP
epaa-3696	459	34	vermont	vermont	PROPN
epaa-3696	459	35	and	and	CCONJ
epaa-3696	459	36	north	north	PROPN
epaa-3696	459	37	dakota	dakota	PROPN
epaa-3696	459	38	(	(	PUNCT
epaa-3696	459	39	25–26	25–26	NUM
epaa-3696	459	40	%	%	NOUN
epaa-3696	459	41	vs.	vs.	ADP
epaa-3696	459	42	2	2	NUM
epaa-3696	459	43	%	%	NOUN
epaa-3696	459	44	)	)	PUNCT
epaa-3696	459	45	(	(	PUNCT
epaa-3696	459	46	nces	nce	NOUN
epaa-3696	459	47	,	,	PUNCT
epaa-3696	459	48	2012a	2012a	NUM
epaa-3696	459	49	)	)	PUNCT
epaa-3696	459	50	.	.	PUNCT
epaa-3696	460	1	whereas	whereas	SCONJ
epaa-3696	460	2	roughly	roughly	ADV
epaa-3696	460	3	88	88	NUM
epaa-3696	460	4	%	%	NOUN
epaa-3696	460	5	of	of	ADP
epaa-3696	460	6	teachers	teacher	NOUN
epaa-3696	460	7	in	in	ADP
epaa-3696	460	8	montana	montana	PROPN
epaa-3696	460	9	,	,	PUNCT
epaa-3696	460	10	north	north	NOUN
epaa-3696	460	11	dakota	dakota	NOUN
epaa-3696	460	12	,	,	PUNCT
epaa-3696	460	13	and	and	CCONJ
epaa-3696	460	14	vermont	vermont	PROPN
epaa-3696	460	15	agreed	agree	VERB
epaa-3696	460	16	they	they	PRON
epaa-3696	460	17	have	have	VERB
epaa-3696	460	18	decision	decision	NOUN
epaa-3696	460	19	-	-	PUNCT
epaa-3696	460	20	making	make	VERB
epaa-3696	460	21	autonomy	autonomy	NOUN
epaa-3696	460	22	in	in	ADP
epaa-3696	460	23	the	the	DET
epaa-3696	460	24	classroom	classroom	NOUN
epaa-3696	460	25	,	,	PUNCT
epaa-3696	460	26	fewer	few	ADJ
epaa-3696	460	27	than	than	ADP
epaa-3696	460	28	60	60	NUM
epaa-3696	460	29	%	%	NOUN
epaa-3696	460	30	felt	feel	VERB
epaa-3696	460	31	this	this	DET
epaa-3696	460	32	way	way	NOUN
epaa-3696	460	33	in	in	ADP
epaa-3696	460	34	delaware	delaware	PROPN
epaa-3696	460	35	,	,	PUNCT
epaa-3696	460	36	florida	florida	PROPN
epaa-3696	460	37	,	,	PUNCT
epaa-3696	460	38	and	and	CCONJ
epaa-3696	460	39	maryland	maryland	PROPN
epaa-3696	460	40	(	(	PUNCT
epaa-3696	460	41	nces	nce	NOUN
epaa-3696	460	42	,	,	PUNCT
epaa-3696	460	43	2012a	2012a	NUM
epaa-3696	460	44	)	)	PUNCT
epaa-3696	460	45	.	.	PUNCT
epaa-3696	461	1	we	we	PRON
epaa-3696	461	2	measured	measure	VERB
epaa-3696	461	3	teacher	teacher	NOUN
epaa-3696	461	4	autonomy	autonomy	NOUN
epaa-3696	461	5	in	in	ADP
epaa-3696	461	6	the	the	DET
epaa-3696	461	7	classroom	classroom	NOUN
epaa-3696	461	8	using	use	VERB
epaa-3696	461	9	a	a	DET
epaa-3696	461	10	cronbach	cronbach	ADJ
epaa-3696	461	11	alpha	alpha	NOUN
epaa-3696	461	12	generated	generate	VERB
epaa-3696	461	13	construct	construct	NOUN
epaa-3696	461	14	of	of	ADP
epaa-3696	461	15	classroom	classroom	NOUN
epaa-3696	461	16	control	control	NOUN
epaa-3696	461	17	derived	derive	VERB
epaa-3696	461	18	from	from	ADP
epaa-3696	461	19	six	six	NUM
epaa-3696	461	20	components	component	NOUN
epaa-3696	461	21	:	:	PUNCT
epaa-3696	461	22	control	control	NOUN
epaa-3696	461	23	over	over	ADP
epaa-3696	461	24	textbooks	textbook	NOUN
epaa-3696	461	25	and	and	CCONJ
epaa-3696	461	26	materials	material	NOUN
epaa-3696	461	27	,	,	PUNCT
epaa-3696	461	28	content	content	NOUN
epaa-3696	461	29	and	and	CCONJ
epaa-3696	461	30	skills	skill	NOUN
epaa-3696	461	31	to	to	PART
epaa-3696	461	32	be	be	AUX
epaa-3696	461	33	taught	teach	VERB
epaa-3696	461	34	,	,	PUNCT
epaa-3696	461	35	teaching	teach	VERB
epaa-3696	461	36	techniques	technique	NOUN
epaa-3696	461	37	,	,	PUNCT
epaa-3696	461	38	evaluating	evaluate	VERB
epaa-3696	461	39	students	student	NOUN
epaa-3696	461	40	,	,	PUNCT
epaa-3696	461	41	discipline	discipline	NOUN
epaa-3696	461	42	,	,	PUNCT
epaa-3696	461	43	and	and	CCONJ
epaa-3696	461	44	homework	homework	NOUN
epaa-3696	461	45	.	.	PUNCT
epaa-3696	462	1	all	all	PRON
epaa-3696	462	2	of	of	ADP
epaa-3696	462	3	these	these	DET
epaa-3696	462	4	differences	difference	NOUN
epaa-3696	462	5	are	be	AUX
epaa-3696	462	6	associated	associate	VERB
epaa-3696	462	7	with	with	ADP
epaa-3696	462	8	differences	difference	NOUN
epaa-3696	462	9	in	in	ADP
epaa-3696	462	10	teachers	teacher	NOUN
epaa-3696	462	11	’	'	PUNCT
epaa-3696	462	12	plans	plan	VERB
epaa-3696	462	13	to	to	PART
epaa-3696	462	14	leave	leave	VERB
epaa-3696	462	15	teaching	teach	VERB
epaa-3696	462	16	across	across	ADP
epaa-3696	462	17	these	these	DET
epaa-3696	462	18	states	state	NOUN
epaa-3696	462	19	.	.	PUNCT
epaa-3696	463	1	attrition	attrition	NOUN
epaa-3696	463	2	rates	rate	NOUN
epaa-3696	463	3	.	.	PUNCT
epaa-3696	464	1	it	it	PRON
epaa-3696	464	2	should	should	AUX
epaa-3696	464	3	be	be	AUX
epaa-3696	464	4	no	no	DET
epaa-3696	464	5	surprise	surprise	NOUN
epaa-3696	464	6	,	,	PUNCT
epaa-3696	464	7	then	then	ADV
epaa-3696	464	8	,	,	PUNCT
epaa-3696	464	9	that	that	SCONJ
epaa-3696	464	10	teachers	teacher	NOUN
epaa-3696	464	11	’	'	PUNCT
epaa-3696	464	12	estimates	estimate	NOUN
epaa-3696	464	13	of	of	ADP
epaa-3696	464	14	how	how	SCONJ
epaa-3696	464	15	long	long	ADV
epaa-3696	464	16	they	they	PRON
epaa-3696	464	17	will	will	AUX
epaa-3696	464	18	stay	stay	VERB
epaa-3696	464	19	in	in	ADP
epaa-3696	464	20	the	the	DET
epaa-3696	464	21	profession	profession	NOUN
epaa-3696	464	22	also	also	ADV
epaa-3696	464	23	differ	differ	VERB
epaa-3696	464	24	by	by	ADP
epaa-3696	464	25	state	state	NOUN
epaa-3696	464	26	.	.	PUNCT
epaa-3696	465	1	teachers	teacher	NOUN
epaa-3696	465	2	in	in	ADP
epaa-3696	465	3	washington	washington	PROPN
epaa-3696	465	4	,	,	PUNCT
epaa-3696	465	5	dc	dc	PROPN
epaa-3696	465	6	,	,	PUNCT
epaa-3696	465	7	are	be	AUX
epaa-3696	465	8	more	more	ADJ
epaa-3696	465	9	than	than	ADP
epaa-3696	465	10	five	five	NUM
epaa-3696	465	11	times	time	NOUN
epaa-3696	465	12	as	as	ADV
epaa-3696	465	13	likely	likely	ADJ
epaa-3696	465	14	to	to	PART
epaa-3696	465	15	report	report	VERB
epaa-3696	465	16	they	they	PRON
epaa-3696	465	17	plan	plan	VERB
epaa-3696	465	18	to	to	PART
epaa-3696	465	19	leave	leave	VERB
epaa-3696	465	20	the	the	DET
epaa-3696	465	21	classroom	classroom	NOUN
epaa-3696	465	22	as	as	ADV
epaa-3696	465	23	soon	soon	ADV
epaa-3696	465	24	as	as	ADP
epaa-3696	465	25	possible	possible	ADJ
epaa-3696	465	26	as	as	SCONJ
epaa-3696	465	27	are	be	AUX
epaa-3696	465	28	teachers	teacher	NOUN
epaa-3696	465	29	in	in	ADP
epaa-3696	465	30	south	south	PROPN
epaa-3696	465	31	dakota	dakota	PROPN
epaa-3696	465	32	.	.	PUNCT
epaa-3696	466	1	teachers	teacher	NOUN
epaa-3696	466	2	are	be	AUX
epaa-3696	466	3	most	most	ADV
epaa-3696	466	4	likely	likely	ADJ
epaa-3696	466	5	to	to	PART
epaa-3696	466	6	say	say	VERB
epaa-3696	466	7	they	they	PRON
epaa-3696	466	8	plan	plan	VERB
epaa-3696	466	9	to	to	PART
epaa-3696	466	10	leave	leave	VERB
epaa-3696	466	11	teaching	teaching	NOUN
epaa-3696	466	12	in	in	ADP
epaa-3696	466	13	arizona	arizona	PROPN
epaa-3696	466	14	,	,	PUNCT
epaa-3696	466	15	nevada	nevada	PROPN
epaa-3696	466	16	,	,	PUNCT
epaa-3696	466	17	and	and	CCONJ
epaa-3696	466	18	washington	washington	PROPN
epaa-3696	466	19	,	,	PUNCT
epaa-3696	466	20	dc	dc	PROPN
epaa-3696	466	21	,	,	PUNCT
epaa-3696	466	22	and	and	CCONJ
epaa-3696	466	23	least	least	ADJ
epaa-3696	466	24	likely	likely	ADJ
epaa-3696	466	25	to	to	PART
epaa-3696	466	26	report	report	VERB
epaa-3696	466	27	plans	plan	NOUN
epaa-3696	466	28	to	to	PART
epaa-3696	466	29	leave	leave	VERB
epaa-3696	466	30	in	in	ADP
epaa-3696	466	31	illinois	illinois	PROPN
epaa-3696	466	32	,	,	PUNCT
epaa-3696	466	33	rhode	rhode	PROPN
epaa-3696	466	34	island	island	NOUN
epaa-3696	466	35	,	,	PUNCT
epaa-3696	466	36	and	and	CCONJ
epaa-3696	466	37	south	south	PROPN
epaa-3696	466	38	dakota	dakota	PROPN
epaa-3696	466	39	(	(	PUNCT
epaa-3696	466	40	nces	nce	NOUN
epaa-3696	466	41	,	,	PUNCT
epaa-3696	466	42	2012a	2012a	NUM
epaa-3696	466	43	)	)	PUNCT
epaa-3696	466	44	.	.	PUNCT
epaa-3696	467	1	indeed	indeed	ADV
epaa-3696	467	2	,	,	PUNCT
epaa-3696	467	3	federal	federal	ADJ
epaa-3696	467	4	data	datum	NOUN
epaa-3696	467	5	show	show	VERB
epaa-3696	467	6	that	that	SCONJ
epaa-3696	467	7	close	close	ADJ
epaa-3696	467	8	to	to	ADP
epaa-3696	467	9	one	one	NUM
epaa-3696	467	10	in	in	ADP
epaa-3696	467	11	four	four	NUM
epaa-3696	467	12	teachers	teacher	NOUN
epaa-3696	467	13	moves	move	VERB
epaa-3696	467	14	schools	school	NOUN
epaa-3696	467	15	or	or	CCONJ
epaa-3696	467	16	leaves	leave	VERB
epaa-3696	467	17	the	the	DET
epaa-3696	467	18	profession	profession	NOUN
epaa-3696	467	19	annually	annually	ADV
epaa-3696	467	20	in	in	ADP
epaa-3696	467	21	arizona	arizona	PROPN
epaa-3696	467	22	and	and	CCONJ
epaa-3696	467	23	washington	washington	PROPN
epaa-3696	467	24	,	,	PUNCT
epaa-3696	467	25	dc	dc	PROPN
epaa-3696	467	26	,	,	PUNCT
epaa-3696	467	27	more	more	ADJ
epaa-3696	467	28	than	than	ADP
epaa-3696	467	29	three	three	NUM
epaa-3696	467	30	times	time	NOUN
epaa-3696	467	31	the	the	DET
epaa-3696	467	32	rate	rate	NOUN
epaa-3696	467	33	in	in	ADP
epaa-3696	467	34	rhode	rhode	PROPN
epaa-3696	467	35	island	island	NOUN
epaa-3696	467	36	,	,	PUNCT
epaa-3696	467	37	for	for	ADP
epaa-3696	467	38	example	example	NOUN
epaa-3696	467	39	(	(	PUNCT
epaa-3696	467	40	nces	nce	NOUN
epaa-3696	467	41	,	,	PUNCT
epaa-3696	467	42	2012a	2012a	NUM
epaa-3696	467	43	)	)	PUNCT
epaa-3696	467	44	.	.	PUNCT
epaa-3696	468	1	not	not	PART
epaa-3696	468	2	surprisingly	surprisingly	ADV
epaa-3696	468	3	,	,	PUNCT
epaa-3696	468	4	states	state	NOUN
epaa-3696	468	5	with	with	ADP
epaa-3696	468	6	more	more	ADJ
epaa-3696	468	7	teachers	teacher	NOUN
epaa-3696	468	8	who	who	PRON
epaa-3696	468	9	plan	plan	VERB
epaa-3696	468	10	to	to	PART
epaa-3696	468	11	leave	leave	VERB
epaa-3696	468	12	teaching	teaching	NOUN
epaa-3696	468	13	tend	tend	VERB
epaa-3696	468	14	to	to	PART
epaa-3696	468	15	be	be	AUX
epaa-3696	468	16	the	the	DET
epaa-3696	468	17	same	same	ADJ
epaa-3696	468	18	states	state	NOUN
epaa-3696	468	19	with	with	ADP
epaa-3696	468	20	a	a	DET
epaa-3696	468	21	smaller	small	ADJ
epaa-3696	468	22	percentage	percentage	NOUN
epaa-3696	468	23	of	of	ADP
epaa-3696	468	24	teachers	teacher	NOUN
epaa-3696	468	25	planning	plan	VERB
epaa-3696	468	26	to	to	PART
epaa-3696	468	27	teach	teach	VERB
epaa-3696	468	28	as	as	ADV
epaa-3696	468	29	long	long	ADV
epaa-3696	468	30	as	as	ADP
epaa-3696	468	31	possible	possible	ADJ
epaa-3696	468	32	or	or	CCONJ
epaa-3696	468	33	until	until	SCONJ
epaa-3696	468	34	they	they	PRON
epaa-3696	468	35	are	be	AUX
epaa-3696	468	36	eligible	eligible	ADJ
epaa-3696	468	37	for	for	ADP
epaa-3696	468	38	retirement	retirement	NOUN
epaa-3696	468	39	benefits	benefit	NOUN
epaa-3696	468	40	.	.	PUNCT
epaa-3696	469	1	sources	source	NOUN
epaa-3696	469	2	of	of	ADP
epaa-3696	469	3	shortages	shortage	NOUN
epaa-3696	469	4	in	in	ADP
epaa-3696	469	5	order	order	NOUN
epaa-3696	469	6	to	to	PART
epaa-3696	469	7	respond	respond	VERB
epaa-3696	469	8	effectively	effectively	ADV
epaa-3696	469	9	,	,	PUNCT
epaa-3696	469	10	it	it	PRON
epaa-3696	469	11	is	be	AUX
epaa-3696	469	12	important	important	ADJ
epaa-3696	469	13	to	to	PART
epaa-3696	469	14	understand	understand	VERB
epaa-3696	469	15	what	what	PRON
epaa-3696	469	16	factors	factor	NOUN
epaa-3696	469	17	are	be	AUX
epaa-3696	469	18	driving	drive	VERB
epaa-3696	469	19	these	these	DET
epaa-3696	469	20	shortages	shortage	NOUN
epaa-3696	469	21	and	and	CCONJ
epaa-3696	469	22	what	what	PRON
epaa-3696	469	23	can	can	AUX
epaa-3696	469	24	be	be	AUX
epaa-3696	469	25	done	do	VERB
epaa-3696	469	26	to	to	PART
epaa-3696	469	27	shift	shift	VERB
epaa-3696	469	28	teacher	teacher	NOUN
epaa-3696	469	29	supply	supply	NOUN
epaa-3696	469	30	and	and	CCONJ
epaa-3696	469	31	demand	demand	NOUN
epaa-3696	469	32	to	to	PART
epaa-3696	469	33	bring	bring	VERB
epaa-3696	469	34	the	the	DET
epaa-3696	469	35	teacher	teacher	NOUN
epaa-3696	469	36	labor	labor	NOUN
epaa-3696	469	37	market	market	NOUN
epaa-3696	469	38	to	to	ADP
epaa-3696	469	39	equilibrium	equilibrium	NOUN
epaa-3696	469	40	.	.	PUNCT
epaa-3696	470	1	based	base	VERB
epaa-3696	470	2	on	on	ADP
epaa-3696	470	3	the	the	DET
epaa-3696	470	4	evidence	evidence	NOUN
epaa-3696	470	5	available	available	ADJ
epaa-3696	470	6	,	,	PUNCT
epaa-3696	470	7	the	the	DET
epaa-3696	470	8	emerging	emerge	VERB
epaa-3696	470	9	teacher	teacher	NOUN
epaa-3696	470	10	shortage	shortage	NOUN
epaa-3696	470	11	appears	appear	VERB
epaa-3696	470	12	to	to	PART
epaa-3696	470	13	be	be	AUX
epaa-3696	470	14	driven	drive	VERB
epaa-3696	470	15	by	by	ADP
epaa-3696	470	16	four	four	NUM
epaa-3696	470	17	main	main	ADJ
epaa-3696	470	18	factors	factor	NOUN
epaa-3696	470	19	:	:	PUNCT
epaa-3696	470	20	1	1	X
epaa-3696	470	21	.	.	X
epaa-3696	470	22	decline	decline	VERB
epaa-3696	470	23	in	in	ADP
epaa-3696	470	24	teacher	teacher	NOUN
epaa-3696	470	25	preparation	preparation	NOUN
epaa-3696	470	26	enrollments	enrollment	NOUN
epaa-3696	470	27	;	;	PUNCT
epaa-3696	470	28	2	2	X
epaa-3696	470	29	.	.	X
epaa-3696	470	30	an	an	DET
epaa-3696	470	31	effort	effort	NOUN
epaa-3696	470	32	to	to	PART
epaa-3696	470	33	return	return	VERB
epaa-3696	470	34	to	to	ADP
epaa-3696	470	35	pre	pre	ADJ
epaa-3696	470	36	-	-	ADJ
epaa-3696	470	37	recession	recession	ADJ
epaa-3696	470	38	course	course	NOUN
epaa-3696	470	39	offerings	offering	NOUN
epaa-3696	470	40	and	and	CCONJ
epaa-3696	470	41	class	class	NOUN
epaa-3696	470	42	sizes	size	NOUN
epaa-3696	470	43	resulting	result	VERB
epaa-3696	470	44	in	in	ADP
epaa-3696	470	45	lower	low	ADJ
epaa-3696	470	46	pupil	pupil	ADJ
epaa-3696	470	47	-	-	PUNCT
epaa-3696	470	48	teacher	teacher	NOUN
epaa-3696	470	49	ratios	ratio	NOUN
epaa-3696	470	50	;	;	PUNCT
epaa-3696	470	51	3	3	X
epaa-3696	470	52	.	.	X
epaa-3696	470	53	increasing	increase	VERB
epaa-3696	470	54	student	student	NOUN
epaa-3696	470	55	enrollment	enrollment	NOUN
epaa-3696	470	56	;	;	PUNCT
epaa-3696	470	57	and	and	CCONJ
epaa-3696	470	58	4	4	X
epaa-3696	470	59	.	.	NOUN
epaa-3696	470	60	high	high	ADJ
epaa-3696	470	61	teacher	teacher	NOUN
epaa-3696	470	62	attrition	attrition	NOUN
epaa-3696	470	63	.	.	PUNCT
epaa-3696	471	1	we	we	PRON
epaa-3696	471	2	identify	identify	VERB
epaa-3696	471	3	the	the	DET
epaa-3696	471	4	first	first	ADJ
epaa-3696	471	5	three	three	NUM
epaa-3696	471	6	factors	factor	NOUN
epaa-3696	471	7	because	because	SCONJ
epaa-3696	471	8	these	these	PRON
epaa-3696	471	9	have	have	AUX
epaa-3696	471	10	shown	show	VERB
epaa-3696	471	11	the	the	DET
epaa-3696	471	12	largest	large	ADJ
epaa-3696	471	13	changes	change	NOUN
epaa-3696	471	14	at	at	ADP
epaa-3696	471	15	the	the	DET
epaa-3696	471	16	same	same	ADJ
epaa-3696	471	17	time	time	NOUN
epaa-3696	471	18	teacher	teacher	NOUN
epaa-3696	471	19	shortages	shortage	NOUN
epaa-3696	471	20	have	have	AUX
epaa-3696	471	21	increased	increase	VERB
epaa-3696	471	22	.	.	PUNCT
epaa-3696	472	1	for	for	ADP
epaa-3696	472	2	example	example	NOUN
epaa-3696	472	3	,	,	PUNCT
epaa-3696	472	4	between	between	ADP
epaa-3696	472	5	2009	2009	NUM
epaa-3696	472	6	and	and	CCONJ
epaa-3696	472	7	2014	2014	NUM
epaa-3696	472	8	,	,	PUNCT
epaa-3696	472	9	there	there	PRON
epaa-3696	472	10	was	be	VERB
epaa-3696	472	11	a	a	DET
epaa-3696	472	12	35	35	NUM
epaa-3696	472	13	%	%	NOUN
epaa-3696	472	14	decrease	decrease	NOUN
epaa-3696	472	15	in	in	ADP
epaa-3696	472	16	teacher	teacher	NOUN
epaa-3696	472	17	preparation	preparation	NOUN
epaa-3696	472	18	program	program	NOUN
epaa-3696	472	19	enrollment	enrollment	NOUN
epaa-3696	472	20	.	.	PUNCT
epaa-3696	473	1	meanwhile	meanwhile	ADV
epaa-3696	473	2	,	,	PUNCT
epaa-3696	473	3	the	the	DET
epaa-3696	473	4	teacher	teacher	NOUN
epaa-3696	473	5	workforce	workforce	NOUN
epaa-3696	473	6	has	have	AUX
epaa-3696	473	7	been	be	AUX
epaa-3696	473	8	increasing	increase	VERB
epaa-3696	473	9	,	,	PUNCT
epaa-3696	473	10	and	and	CCONJ
epaa-3696	473	11	student	student	NOUN
epaa-3696	473	12	enrollment	enrollment	NOUN
epaa-3696	473	13	has	have	AUX
epaa-3696	473	14	begun	begin	VERB
epaa-3696	473	15	to	to	PART
epaa-3696	473	16	increase	increase	VERB
epaa-3696	473	17	and	and	CCONJ
epaa-3696	473	18	is	be	AUX
epaa-3696	473	19	projected	project	VERB
epaa-3696	473	20	to	to	PART
epaa-3696	473	21	grow	grow	VERB
epaa-3696	473	22	by	by	ADP
epaa-3696	473	23	3	3	NUM
epaa-3696	473	24	million	million	NUM
epaa-3696	473	25	students	student	NOUN
epaa-3696	473	26	.	.	PUNCT
epaa-3696	474	1	while	while	SCONJ
epaa-3696	474	2	these	these	DET
epaa-3696	474	3	factors	factor	NOUN
epaa-3696	474	4	have	have	AUX
epaa-3696	474	5	been	be	AUX
epaa-3696	474	6	changing	change	VERB
epaa-3696	474	7	,	,	PUNCT
epaa-3696	474	8	a	a	DET
epaa-3696	474	9	more	more	ADV
epaa-3696	474	10	constant	constant	ADJ
epaa-3696	474	11	factor	factor	NOUN
epaa-3696	474	12	—	—	PUNCT
epaa-3696	474	13	and	and	CCONJ
epaa-3696	474	14	by	by	ADP
epaa-3696	474	15	far	far	ADV
epaa-3696	474	16	the	the	DET
epaa-3696	474	17	largest	large	ADJ
epaa-3696	474	18	component	component	NOUN
epaa-3696	474	19	of	of	ADP
epaa-3696	474	20	annual	annual	ADJ
epaa-3696	474	21	demand	demand	NOUN
epaa-3696	474	22	—	—	PUNCT
epaa-3696	474	23	is	be	AUX
epaa-3696	474	24	the	the	DET
epaa-3696	474	25	high	high	ADJ
epaa-3696	474	26	rate	rate	NOUN
epaa-3696	474	27	of	of	ADP
epaa-3696	474	28	teacher	teacher	NOUN
epaa-3696	474	29	attrition	attrition	NOUN
epaa-3696	474	30	in	in	ADP
epaa-3696	474	31	u.s	u.s	PROPN
epaa-3696	474	32	.	.	PROPN
epaa-3696	474	33	schools	school	NOUN
epaa-3696	474	34	.	.	PUNCT
epaa-3696	475	1	as	as	SCONJ
epaa-3696	475	2	we	we	PRON
epaa-3696	475	3	discuss	discuss	VERB
epaa-3696	475	4	below	below	ADV
epaa-3696	475	5	,	,	PUNCT
epaa-3696	475	6	this	this	DET
epaa-3696	475	7	rate	rate	NOUN
epaa-3696	475	8	is	be	AUX
epaa-3696	475	9	much	much	ADV
epaa-3696	475	10	higher	high	ADJ
epaa-3696	475	11	than	than	ADP
epaa-3696	475	12	in	in	ADP
epaa-3696	475	13	many	many	ADJ
epaa-3696	475	14	other	other	ADJ
epaa-3696	475	15	countries	country	NOUN
epaa-3696	475	16	that	that	PRON
epaa-3696	475	17	offer	offer	VERB
epaa-3696	475	18	more	more	ADV
epaa-3696	475	19	competitive	competitive	ADJ
epaa-3696	475	20	wages	wage	NOUN
epaa-3696	475	21	for	for	ADP
epaa-3696	475	22	teachers	teacher	NOUN
epaa-3696	475	23	and	and	CCONJ
epaa-3696	475	24	more	more	ADV
epaa-3696	475	25	uniformly	uniformly	ADV
epaa-3696	475	26	supportive	supportive	ADJ
epaa-3696	475	27	working	working	NOUN
epaa-3696	475	28	conditions	condition	NOUN
epaa-3696	475	29	.	.	PUNCT
epaa-3696	476	1	reducing	reduce	VERB
epaa-3696	476	2	attrition	attrition	NOUN
epaa-3696	476	3	would	would	AUX
epaa-3696	476	4	actually	actually	ADV
epaa-3696	476	5	make	make	VERB
epaa-3696	476	6	a	a	DET
epaa-3696	476	7	greater	great	ADJ
epaa-3696	476	8	difference	difference	NOUN
epaa-3696	476	9	in	in	ADP
epaa-3696	476	10	balancing	balance	VERB
epaa-3696	476	11	supply	supply	NOUN
epaa-3696	476	12	and	and	CCONJ
epaa-3696	476	13	demand	demand	NOUN
epaa-3696	476	14	than	than	ADP
epaa-3696	476	15	any	any	DET
epaa-3696	476	16	other	other	ADJ
epaa-3696	476	17	intervention	intervention	NOUN
epaa-3696	476	18	.	.	PUNCT
epaa-3696	477	1	given	give	VERB
epaa-3696	477	2	the	the	DET
epaa-3696	477	3	large	large	ADJ
epaa-3696	477	4	impact	impact	NOUN
epaa-3696	477	5	that	that	PRON
epaa-3696	477	6	attrition	attrition	NOUN
epaa-3696	477	7	has	have	VERB
epaa-3696	477	8	on	on	ADP
epaa-3696	477	9	teacher	teacher	NOUN
epaa-3696	477	10	demand	demand	NOUN
epaa-3696	477	11	and	and	CCONJ
epaa-3696	477	12	on	on	ADP
epaa-3696	477	13	the	the	DET
epaa-3696	477	14	adequacy	adequacy	NOUN
epaa-3696	477	15	of	of	ADP
epaa-3696	477	16	supply	supply	NOUN
epaa-3696	477	17	,	,	PUNCT
epaa-3696	477	18	we	we	PRON
epaa-3696	477	19	examine	examine	VERB
epaa-3696	477	20	its	its	PRON
epaa-3696	477	21	education	education	NOUN
epaa-3696	477	22	policy	policy	NOUN
epaa-3696	477	23	analysis	analysis	NOUN
epaa-3696	477	24	archives	archive	NOUN
epaa-3696	477	25	vol	vol	NOUN
epaa-3696	477	26	.	.	PUNCT
epaa-3696	478	1	27	27	NUM
epaa-3696	479	1	no	no	NOUN
epaa-3696	479	2	.	.	NOUN
epaa-3696	479	3	35	35	NUM
epaa-3696	479	4	special	special	ADJ
epaa-3696	479	5	issue	issue	NOUN
epaa-3696	479	6	24	24	NUM
epaa-3696	479	7	characteristics	characteristic	NOUN
epaa-3696	479	8	and	and	CCONJ
epaa-3696	479	9	effects	effect	NOUN
epaa-3696	479	10	before	before	ADP
epaa-3696	479	11	turning	turn	VERB
epaa-3696	479	12	to	to	ADP
epaa-3696	479	13	a	a	DET
epaa-3696	479	14	broader	broad	ADJ
epaa-3696	479	15	discussion	discussion	NOUN
epaa-3696	479	16	of	of	ADP
epaa-3696	479	17	policy	policy	NOUN
epaa-3696	479	18	drivers	driver	NOUN
epaa-3696	479	19	and	and	CCONJ
epaa-3696	479	20	potential	potential	ADJ
epaa-3696	479	21	solutions	solution	NOUN
epaa-3696	479	22	.	.	PUNCT
epaa-3696	480	1	the	the	DET
epaa-3696	480	2	role	role	NOUN
epaa-3696	480	3	of	of	ADP
epaa-3696	480	4	teacher	teacher	NOUN
epaa-3696	480	5	attrition	attrition	NOUN
epaa-3696	480	6	using	use	VERB
epaa-3696	480	7	workforce	workforce	NOUN
epaa-3696	480	8	estimates	estimate	NOUN
epaa-3696	480	9	,	,	PUNCT
epaa-3696	480	10	student	student	NOUN
epaa-3696	480	11	enrollment	enrollment	NOUN
epaa-3696	480	12	,	,	PUNCT
epaa-3696	480	13	and	and	CCONJ
epaa-3696	480	14	attrition	attrition	NOUN
epaa-3696	480	15	data	datum	NOUN
epaa-3696	480	16	from	from	ADP
epaa-3696	480	17	the	the	DET
epaa-3696	480	18	sass	sass	NOUN
epaa-3696	480	19	1988–89	1988–89	NUM
epaa-3696	480	20	to	to	ADP
epaa-3696	480	21	2011–12	2011–12	PROPN
epaa-3696	480	22	,	,	PUNCT
epaa-3696	480	23	figure	figure	VERB
epaa-3696	480	24	8	8	NUM
epaa-3696	480	25	shows	show	VERB
epaa-3696	480	26	the	the	DET
epaa-3696	480	27	relative	relative	ADJ
epaa-3696	480	28	contribution	contribution	NOUN
epaa-3696	480	29	of	of	ADP
epaa-3696	480	30	different	different	ADJ
epaa-3696	480	31	factors	factor	NOUN
epaa-3696	480	32	to	to	ADP
epaa-3696	480	33	teacher	teacher	NOUN
epaa-3696	480	34	demand	demand	NOUN
epaa-3696	480	35	.	.	PUNCT
epaa-3696	481	1	estimates	estimate	NOUN
epaa-3696	481	2	vary	vary	VERB
epaa-3696	481	3	from	from	ADP
epaa-3696	481	4	actual	actual	ADJ
epaa-3696	481	5	demand	demand	NOUN
epaa-3696	481	6	for	for	ADP
epaa-3696	481	7	the	the	DET
epaa-3696	481	8	years	year	NOUN
epaa-3696	481	9	1989	1989	NUM
epaa-3696	481	10	to	to	ADP
epaa-3696	481	11	2012	2012	NUM
epaa-3696	481	12	because	because	SCONJ
epaa-3696	481	13	the	the	DET
epaa-3696	481	14	model	model	NOUN
epaa-3696	481	15	does	do	AUX
epaa-3696	481	16	not	not	PART
epaa-3696	481	17	perfectly	perfectly	ADV
epaa-3696	481	18	predict	predict	VERB
epaa-3696	481	19	demand	demand	NOUN
epaa-3696	481	20	,	,	PUNCT
epaa-3696	481	21	especially	especially	ADV
epaa-3696	481	22	in	in	ADP
epaa-3696	481	23	unusual	unusual	ADJ
epaa-3696	481	24	circumstances	circumstance	NOUN
epaa-3696	481	25	that	that	PRON
epaa-3696	481	26	stray	stray	VERB
epaa-3696	481	27	from	from	ADP
epaa-3696	481	28	averages	average	NOUN
epaa-3696	481	29	,	,	PUNCT
epaa-3696	481	30	like	like	ADP
epaa-3696	481	31	the	the	DET
epaa-3696	481	32	great	great	ADJ
epaa-3696	481	33	recession	recession	NOUN
epaa-3696	481	34	.	.	PUNCT
epaa-3696	482	1	figure	figure	VERB
epaa-3696	482	2	8	8	NUM
epaa-3696	482	3	highlights	highlight	NOUN
epaa-3696	482	4	two	two	NUM
epaa-3696	482	5	main	main	ADJ
epaa-3696	482	6	points	point	NOUN
epaa-3696	482	7	:	:	PUNCT
epaa-3696	482	8	first	first	ADV
epaa-3696	482	9	,	,	PUNCT
epaa-3696	482	10	although	although	SCONJ
epaa-3696	482	11	the	the	DET
epaa-3696	482	12	number	number	NOUN
epaa-3696	482	13	of	of	ADP
epaa-3696	482	14	teachers	teacher	NOUN
epaa-3696	482	15	who	who	PRON
epaa-3696	482	16	leave	leave	VERB
epaa-3696	482	17	the	the	DET
epaa-3696	482	18	profession	profession	NOUN
epaa-3696	482	19	has	have	AUX
epaa-3696	482	20	not	not	PART
epaa-3696	482	21	dramatically	dramatically	ADV
epaa-3696	482	22	changed	change	VERB
epaa-3696	482	23	in	in	ADP
epaa-3696	482	24	recent	recent	ADJ
epaa-3696	482	25	years	year	NOUN
epaa-3696	482	26	,	,	PUNCT
epaa-3696	482	27	it	it	PRON
epaa-3696	482	28	constitutes	constitute	VERB
epaa-3696	482	29	the	the	DET
epaa-3696	482	30	lion	lion	NOUN
epaa-3696	482	31	’s	’s	PART
epaa-3696	482	32	share	share	NOUN
epaa-3696	482	33	of	of	ADP
epaa-3696	482	34	demand	demand	NOUN
epaa-3696	482	35	,	,	PUNCT
epaa-3696	482	36	representing	represent	VERB
epaa-3696	482	37	anywhere	anywhere	ADV
epaa-3696	482	38	from	from	ADP
epaa-3696	482	39	two	two	NUM
epaa-3696	482	40	-	-	PUNCT
epaa-3696	482	41	thirds	third	NOUN
epaa-3696	482	42	to	to	ADP
epaa-3696	482	43	nearly	nearly	ADV
epaa-3696	482	44	100	100	NUM
epaa-3696	482	45	%	%	NOUN
epaa-3696	482	46	of	of	ADP
epaa-3696	482	47	the	the	DET
epaa-3696	482	48	demand	demand	NOUN
epaa-3696	482	49	for	for	ADP
epaa-3696	482	50	teachers	teacher	NOUN
epaa-3696	482	51	in	in	ADP
epaa-3696	482	52	any	any	DET
epaa-3696	482	53	given	give	VERB
epaa-3696	482	54	year	year	NOUN
epaa-3696	482	55	.	.	PUNCT
epaa-3696	483	1	thus	thus	ADV
epaa-3696	483	2	,	,	PUNCT
epaa-3696	483	3	the	the	DET
epaa-3696	483	4	most	most	ADV
epaa-3696	483	5	important	important	ADJ
epaa-3696	483	6	driving	driving	NOUN
epaa-3696	483	7	factor	factor	NOUN
epaa-3696	483	8	of	of	ADP
epaa-3696	483	9	teacher	teacher	NOUN
epaa-3696	483	10	shortages	shortage	NOUN
epaa-3696	483	11	is	be	AUX
epaa-3696	483	12	high	high	ADJ
epaa-3696	483	13	teacher	teacher	NOUN
epaa-3696	483	14	attrition	attrition	NOUN
epaa-3696	483	15	.	.	PUNCT
epaa-3696	484	1	second	second	ADJ
epaa-3696	484	2	,	,	PUNCT
epaa-3696	484	3	while	while	SCONJ
epaa-3696	484	4	workforce	workforce	NOUN
epaa-3696	484	5	growth	growth	NOUN
epaa-3696	484	6	due	due	ADP
epaa-3696	484	7	to	to	ADP
epaa-3696	484	8	student	student	NOUN
epaa-3696	484	9	enrollment	enrollment	NOUN
epaa-3696	484	10	increases	increase	NOUN
epaa-3696	484	11	and	and	CCONJ
epaa-3696	484	12	reductions	reduction	NOUN
epaa-3696	484	13	in	in	ADP
epaa-3696	484	14	pupil	pupil	ADJ
epaa-3696	484	15	-	-	PUNCT
epaa-3696	484	16	teacher	teacher	NOUN
epaa-3696	484	17	ratios	ratio	NOUN
epaa-3696	484	18	will	will	AUX
epaa-3696	484	19	play	play	VERB
epaa-3696	484	20	a	a	DET
epaa-3696	484	21	bigger	big	ADJ
epaa-3696	484	22	role	role	NOUN
epaa-3696	484	23	in	in	ADP
epaa-3696	484	24	demand	demand	NOUN
epaa-3696	484	25	from	from	ADP
epaa-3696	484	26	2018	2018	NUM
epaa-3696	484	27	to	to	ADP
epaa-3696	484	28	2025	2025	NUM
epaa-3696	484	29	than	than	SCONJ
epaa-3696	484	30	they	they	PRON
epaa-3696	484	31	have	have	VERB
epaa-3696	484	32	in	in	ADP
epaa-3696	484	33	recent	recent	ADJ
epaa-3696	484	34	years	year	NOUN
epaa-3696	484	35	,	,	PUNCT
epaa-3696	484	36	attrition	attrition	NOUN
epaa-3696	484	37	still	still	ADV
epaa-3696	484	38	swamps	swamps	VERB
epaa-3696	484	39	these	these	DET
epaa-3696	484	40	variables	variable	NOUN
epaa-3696	484	41	as	as	ADP
epaa-3696	484	42	a	a	DET
epaa-3696	484	43	driver	driver	NOUN
epaa-3696	484	44	of	of	ADP
epaa-3696	484	45	teacher	teacher	NOUN
epaa-3696	484	46	demand	demand	NOUN
epaa-3696	484	47	.	.	PUNCT
epaa-3696	485	1	figure	figure	VERB
epaa-3696	485	2	8	8	NUM
epaa-3696	485	3	:	:	PUNCT
epaa-3696	485	4	teacher	teacher	NOUN
epaa-3696	485	5	demand	demand	NOUN
epaa-3696	485	6	factors	factor	NOUN
epaa-3696	485	7	over	over	ADP
epaa-3696	485	8	time	time	NOUN
epaa-3696	485	9	note	note	NOUN
epaa-3696	485	10	:	:	PUNCT
epaa-3696	485	11	negative	negative	ADJ
epaa-3696	485	12	number	number	NOUN
epaa-3696	485	13	of	of	ADP
epaa-3696	485	14	teachers	teacher	NOUN
epaa-3696	485	15	represents	represent	VERB
epaa-3696	485	16	a	a	DET
epaa-3696	485	17	decrease	decrease	NOUN
epaa-3696	485	18	in	in	ADP
epaa-3696	485	19	the	the	DET
epaa-3696	485	20	total	total	ADJ
epaa-3696	485	21	number	number	NOUN
epaa-3696	485	22	of	of	ADP
epaa-3696	485	23	teachers	teacher	NOUN
epaa-3696	485	24	.	.	PUNCT
epaa-3696	486	1	source	source	NOUN
epaa-3696	486	2	:	:	PUNCT
epaa-3696	486	3	(	(	PUNCT
epaa-3696	486	4	nces	nce	NOUN
epaa-3696	486	5	,	,	PUNCT
epaa-3696	486	6	2004	2004	NUM
epaa-3696	486	7	,	,	PUNCT
epaa-3696	486	8	2005	2005	NUM
epaa-3696	486	9	,	,	PUNCT
epaa-3696	486	10	2008	2008	NUM
epaa-3696	486	11	,	,	PUNCT
epaa-3696	486	12	2009	2009	NUM
epaa-3696	486	13	,	,	PUNCT
epaa-3696	486	14	2012a	2012a	NUM
epaa-3696	486	15	,	,	PUNCT
epaa-3696	486	16	2013	2013	NUM
epaa-3696	486	17	,	,	PUNCT
epaa-3696	486	18	2014b	2014b	NUM
epaa-3696	486	19	,	,	PUNCT
epaa-3696	486	20	2015b	2015b	NUM
epaa-3696	486	21	)	)	PUNCT
epaa-3696	486	22	attrition	attrition	NOUN
epaa-3696	486	23	has	have	AUX
epaa-3696	486	24	not	not	PART
epaa-3696	486	25	always	always	ADV
epaa-3696	486	26	been	be	AUX
epaa-3696	486	27	such	such	DET
epaa-3696	486	28	a	a	DET
epaa-3696	486	29	dominant	dominant	ADJ
epaa-3696	486	30	factor	factor	NOUN
epaa-3696	486	31	in	in	ADP
epaa-3696	486	32	demand	demand	NOUN
epaa-3696	486	33	.	.	PUNCT
epaa-3696	487	1	in	in	ADP
epaa-3696	487	2	the	the	DET
epaa-3696	487	3	late	late	ADJ
epaa-3696	487	4	1980s	1980	NOUN
epaa-3696	487	5	and	and	CCONJ
epaa-3696	487	6	early	early	ADJ
epaa-3696	487	7	1990s	1990	NOUN
epaa-3696	487	8	,	,	PUNCT
epaa-3696	487	9	attrition	attrition	NOUN
epaa-3696	487	10	was	be	AUX
epaa-3696	487	11	less	less	ADJ
epaa-3696	487	12	than	than	ADP
epaa-3696	487	13	6	6	NUM
epaa-3696	487	14	%	%	NOUN
epaa-3696	487	15	,	,	PUNCT
epaa-3696	487	16	and	and	CCONJ
epaa-3696	487	17	demand	demand	NOUN
epaa-3696	487	18	was	be	AUX
epaa-3696	487	19	,	,	PUNCT
epaa-3696	487	20	consequently	consequently	ADV
epaa-3696	487	21	,	,	PUNCT
epaa-3696	487	22	lower	low	ADJ
epaa-3696	487	23	,	,	PUNCT
epaa-3696	487	24	as	as	SCONJ
epaa-3696	487	25	fewer	few	ADJ
epaa-3696	487	26	teachers	teacher	NOUN
epaa-3696	487	27	had	have	VERB
epaa-3696	487	28	to	to	PART
epaa-3696	487	29	be	be	AUX
epaa-3696	487	30	replaced	replace	VERB
epaa-3696	487	31	each	each	DET
epaa-3696	487	32	year	year	NOUN
epaa-3696	487	33	(	(	PUNCT
epaa-3696	487	34	nces	nce	NOUN
epaa-3696	487	35	,	,	PUNCT
epaa-3696	487	36	2015c	2015c	NUM
epaa-3696	487	37	)	)	PUNCT
epaa-3696	487	38	.	.	PUNCT
epaa-3696	488	1	the	the	DET
epaa-3696	488	2	higher	high	ADJ
epaa-3696	488	3	attrition	attrition	NOUN
epaa-3696	488	4	rates	rate	NOUN
epaa-3696	488	5	of	of	ADP
epaa-3696	488	6	recent	recent	ADJ
epaa-3696	488	7	years	year	NOUN
epaa-3696	488	8	have	have	AUX
epaa-3696	488	9	had	have	VERB
epaa-3696	488	10	a	a	DET
epaa-3696	488	11	very	very	ADV
epaa-3696	488	12	large	large	ADJ
epaa-3696	488	13	impact	impact	NOUN
epaa-3696	488	14	on	on	ADP
epaa-3696	488	15	demand	demand	NOUN
epaa-3696	488	16	.	.	PUNCT
epaa-3696	489	1	between	between	ADP
epaa-3696	489	2	1989	1989	NUM
epaa-3696	489	3	and	and	CCONJ
epaa-3696	489	4	2005	2005	NUM
epaa-3696	489	5	,	,	PUNCT
epaa-3696	489	6	attrition	attrition	NOUN
epaa-3696	489	7	rates	rate	NOUN
epaa-3696	489	8	increased	increase	VERB
epaa-3696	489	9	by	by	ADP
epaa-3696	489	10	50	50	NUM
epaa-3696	489	11	%	%	NOUN
epaa-3696	489	12	,	,	PUNCT
epaa-3696	489	13	and	and	CCONJ
epaa-3696	489	14	they	they	PRON
epaa-3696	489	15	have	have	AUX
epaa-3696	489	16	stayed	stay	VERB
epaa-3696	489	17	an	an	DET
epaa-3696	489	18	analysis	analysis	NOUN
epaa-3696	489	19	of	of	ADP
epaa-3696	489	20	teacher	teacher	NOUN
epaa-3696	489	21	supply	supply	NOUN
epaa-3696	489	22	and	and	CCONJ
epaa-3696	489	23	demand	demand	NOUN
epaa-3696	489	24	in	in	ADP
epaa-3696	489	25	the	the	DET
epaa-3696	489	26	united	united	PROPN
epaa-3696	489	27	states	states	PROPN
epaa-3696	489	28	25	25	NUM
epaa-3696	489	29	high	high	ADV
epaa-3696	489	30	since	since	SCONJ
epaa-3696	489	31	then	then	ADV
epaa-3696	489	32	.	.	PUNCT
epaa-3696	490	1	consequently	consequently	ADV
epaa-3696	490	2	,	,	PUNCT
epaa-3696	490	3	compared	compare	VERB
epaa-3696	490	4	to	to	ADP
epaa-3696	490	5	25	25	NUM
epaa-3696	490	6	years	year	NOUN
epaa-3696	490	7	ago	ago	ADV
epaa-3696	490	8	,	,	PUNCT
epaa-3696	490	9	attrition	attrition	NOUN
epaa-3696	490	10	is	be	AUX
epaa-3696	490	11	now	now	ADV
epaa-3696	490	12	responsible	responsible	ADJ
epaa-3696	490	13	for	for	ADP
epaa-3696	490	14	a	a	DET
epaa-3696	490	15	larger	large	ADJ
epaa-3696	490	16	number	number	NOUN
epaa-3696	490	17	of	of	ADP
epaa-3696	490	18	teachers	teacher	NOUN
epaa-3696	490	19	demanded	demand	VERB
epaa-3696	490	20	each	each	DET
epaa-3696	490	21	year	year	NOUN
epaa-3696	490	22	.	.	PUNCT
epaa-3696	491	1	in	in	ADP
epaa-3696	491	2	times	time	NOUN
epaa-3696	491	3	of	of	ADP
epaa-3696	491	4	shortages	shortage	NOUN
epaa-3696	491	5	,	,	PUNCT
epaa-3696	491	6	policymakers	policymaker	NOUN
epaa-3696	491	7	often	often	ADV
epaa-3696	491	8	focus	focus	VERB
epaa-3696	491	9	attention	attention	NOUN
epaa-3696	491	10	,	,	PUNCT
epaa-3696	491	11	understandably	understandably	ADV
epaa-3696	491	12	,	,	PUNCT
epaa-3696	491	13	on	on	ADP
epaa-3696	491	14	how	how	SCONJ
epaa-3696	491	15	to	to	PART
epaa-3696	491	16	get	get	VERB
epaa-3696	491	17	more	more	ADJ
epaa-3696	491	18	teachers	teacher	NOUN
epaa-3696	491	19	into	into	ADP
epaa-3696	491	20	the	the	DET
epaa-3696	491	21	profession	profession	NOUN
epaa-3696	491	22	.	.	PUNCT
epaa-3696	492	1	however	however	ADV
epaa-3696	492	2	,	,	PUNCT
epaa-3696	492	3	it	it	PRON
epaa-3696	492	4	is	be	AUX
epaa-3696	492	5	equally	equally	ADV
epaa-3696	492	6	important	important	ADJ
epaa-3696	492	7	to	to	PART
epaa-3696	492	8	focus	focus	VERB
epaa-3696	492	9	on	on	ADP
epaa-3696	492	10	how	how	SCONJ
epaa-3696	492	11	to	to	PART
epaa-3696	492	12	keep	keep	VERB
epaa-3696	492	13	effective	effective	ADJ
epaa-3696	492	14	teachers	teacher	NOUN
epaa-3696	492	15	in	in	ADP
epaa-3696	492	16	the	the	DET
epaa-3696	492	17	workforce	workforce	NOUN
epaa-3696	492	18	.	.	PUNCT
epaa-3696	493	1	in	in	ADP
epaa-3696	493	2	fact	fact	NOUN
epaa-3696	493	3	,	,	PUNCT
epaa-3696	493	4	as	as	SCONJ
epaa-3696	493	5	we	we	PRON
epaa-3696	493	6	show	show	VERB
epaa-3696	493	7	below	below	ADV
epaa-3696	493	8	,	,	PUNCT
epaa-3696	493	9	reducing	reduce	VERB
epaa-3696	493	10	attrition	attrition	NOUN
epaa-3696	493	11	could	could	AUX
epaa-3696	493	12	virtually	virtually	ADV
epaa-3696	493	13	eliminate	eliminate	VERB
epaa-3696	493	14	overall	overall	ADJ
epaa-3696	493	15	shortages	shortage	NOUN
epaa-3696	493	16	,	,	PUNCT
epaa-3696	493	17	with	with	ADP
epaa-3696	493	18	the	the	DET
epaa-3696	493	19	exception	exception	NOUN
epaa-3696	493	20	of	of	ADP
epaa-3696	493	21	distributional	distributional	ADJ
epaa-3696	493	22	imbalances	imbalance	NOUN
epaa-3696	493	23	across	across	ADP
epaa-3696	493	24	fields	field	NOUN
epaa-3696	493	25	and	and	CCONJ
epaa-3696	493	26	locations	location	NOUN
epaa-3696	493	27	that	that	PRON
epaa-3696	493	28	may	may	AUX
epaa-3696	493	29	require	require	VERB
epaa-3696	493	30	specific	specific	ADJ
epaa-3696	493	31	incentives	incentive	NOUN
epaa-3696	493	32	.	.	PUNCT
epaa-3696	494	1	compared	compare	VERB
epaa-3696	494	2	to	to	ADP
epaa-3696	494	3	high	high	ADV
epaa-3696	494	4	-	-	PUNCT
epaa-3696	494	5	achieving	achieve	VERB
epaa-3696	494	6	nations	nation	NOUN
epaa-3696	494	7	like	like	ADP
epaa-3696	494	8	finland	finland	PROPN
epaa-3696	494	9	,	,	PUNCT
epaa-3696	494	10	singapore	singapore	PROPN
epaa-3696	494	11	,	,	PUNCT
epaa-3696	494	12	and	and	CCONJ
epaa-3696	494	13	ontario	ontario	PROPN
epaa-3696	494	14	,	,	PUNCT
epaa-3696	494	15	canada	canada	PROPN
epaa-3696	494	16	—	—	PUNCT
epaa-3696	494	17	where	where	SCONJ
epaa-3696	494	18	only	only	ADV
epaa-3696	494	19	about	about	ADP
epaa-3696	494	20	3	3	NUM
epaa-3696	494	21	%	%	NOUN
epaa-3696	494	22	to	to	PART
epaa-3696	494	23	4	4	NUM
epaa-3696	494	24	%	%	NOUN
epaa-3696	494	25	of	of	ADP
epaa-3696	494	26	teachers	teacher	NOUN
epaa-3696	494	27	leave	leave	VERB
epaa-3696	494	28	in	in	ADP
epaa-3696	494	29	a	a	DET
epaa-3696	494	30	given	give	VERB
epaa-3696	494	31	year	year	NOUN
epaa-3696	494	32	(	(	PUNCT
epaa-3696	494	33	darling	darling	NOUN
epaa-3696	494	34	-	-	PUNCT
epaa-3696	494	35	hammond	hammond	PROPN
epaa-3696	494	36	&	&	CCONJ
epaa-3696	494	37	rothman	rothman	PROPN
epaa-3696	494	38	,	,	PUNCT
epaa-3696	494	39	2011	2011	NUM
epaa-3696	494	40	)	)	PUNCT
epaa-3696	494	41	—	—	PUNCT
epaa-3696	494	42	u.s	u.s	PROPN
epaa-3696	494	43	.	.	PROPN
epaa-3696	494	44	attrition	attrition	NOUN
epaa-3696	494	45	rates	rate	NOUN
epaa-3696	494	46	are	be	AUX
epaa-3696	494	47	quite	quite	ADV
epaa-3696	494	48	high	high	ADJ
epaa-3696	494	49	:	:	PUNCT
epaa-3696	494	50	hovering	hover	VERB
epaa-3696	494	51	near	near	ADP
epaa-3696	494	52	8	8	NUM
epaa-3696	494	53	%	%	NOUN
epaa-3696	494	54	over	over	ADP
epaa-3696	494	55	the	the	DET
epaa-3696	494	56	last	last	ADJ
epaa-3696	494	57	decade	decade	NOUN
epaa-3696	494	58	,	,	PUNCT
epaa-3696	494	59	and	and	CCONJ
epaa-3696	494	60	much	much	ADV
epaa-3696	494	61	higher	high	ADJ
epaa-3696	494	62	for	for	ADP
epaa-3696	494	63	new	new	ADJ
epaa-3696	494	64	teachers	teacher	NOUN
epaa-3696	494	65	and	and	CCONJ
epaa-3696	494	66	teachers	teacher	NOUN
epaa-3696	494	67	in	in	ADP
epaa-3696	494	68	high	high	ADJ
epaa-3696	494	69	-	-	PUNCT
epaa-3696	494	70	poverty	poverty	NOUN
epaa-3696	494	71	schools	school	NOUN
epaa-3696	494	72	and	and	CCONJ
epaa-3696	494	73	districts	district	NOUN
epaa-3696	494	74	(	(	PUNCT
epaa-3696	494	75	loeb	loeb	PROPN
epaa-3696	494	76	,	,	PUNCT
epaa-3696	494	77	darling	darling	NOUN
epaa-3696	494	78	-	-	PUNCT
epaa-3696	494	79	hammond	hammond	NOUN
epaa-3696	494	80	,	,	PUNCT
epaa-3696	494	81	&	&	CCONJ
epaa-3696	494	82	luczak	luczak	PROPN
epaa-3696	494	83	,	,	PUNCT
epaa-3696	494	84	2005	2005	NUM
epaa-3696	494	85	)	)	PUNCT
epaa-3696	494	86	.	.	PUNCT
epaa-3696	495	1	the	the	DET
epaa-3696	495	2	cost	cost	NOUN
epaa-3696	495	3	of	of	ADP
epaa-3696	495	4	attrition	attrition	NOUN
epaa-3696	495	5	figure	figure	NOUN
epaa-3696	495	6	9	9	NUM
epaa-3696	495	7	displays	display	VERB
epaa-3696	495	8	the	the	DET
epaa-3696	495	9	teacher	teacher	NOUN
epaa-3696	495	10	labor	labor	NOUN
epaa-3696	495	11	market	market	NOUN
epaa-3696	495	12	under	under	ADP
epaa-3696	495	13	different	different	ADJ
epaa-3696	495	14	assumptions	assumption	NOUN
epaa-3696	495	15	of	of	ADP
epaa-3696	495	16	teacher	teacher	NOUN
epaa-3696	495	17	attrition	attrition	NOUN
epaa-3696	495	18	.	.	PUNCT
epaa-3696	496	1	relatively	relatively	ADV
epaa-3696	496	2	small	small	ADJ
epaa-3696	496	3	differences	difference	NOUN
epaa-3696	496	4	in	in	ADP
epaa-3696	496	5	the	the	DET
epaa-3696	496	6	attrition	attrition	NOUN
epaa-3696	496	7	rate	rate	NOUN
epaa-3696	496	8	have	have	VERB
epaa-3696	496	9	huge	huge	ADJ
epaa-3696	496	10	implications	implication	NOUN
epaa-3696	496	11	for	for	ADP
epaa-3696	496	12	the	the	DET
epaa-3696	496	13	teacher	teacher	NOUN
epaa-3696	496	14	labor	labor	NOUN
epaa-3696	496	15	market	market	NOUN
epaa-3696	496	16	.	.	PUNCT
epaa-3696	497	1	the	the	DET
epaa-3696	497	2	attrition	attrition	NOUN
epaa-3696	497	3	rate	rate	NOUN
epaa-3696	497	4	during	during	ADP
epaa-3696	497	5	the	the	DET
epaa-3696	497	6	projection	projection	NOUN
epaa-3696	497	7	period	period	NOUN
epaa-3696	497	8	(	(	PUNCT
epaa-3696	497	9	black	black	ADJ
epaa-3696	497	10	dashed	dash	VERB
epaa-3696	497	11	line	line	NOUN
epaa-3696	497	12	)	)	PUNCT
epaa-3696	497	13	is	be	AUX
epaa-3696	497	14	8	8	NUM
epaa-3696	497	15	%	%	NOUN
epaa-3696	497	16	.	.	PUNCT
epaa-3696	498	1	if	if	SCONJ
epaa-3696	498	2	the	the	DET
epaa-3696	498	3	annual	annual	ADJ
epaa-3696	498	4	attrition	attrition	NOUN
epaa-3696	498	5	rate	rate	NOUN
epaa-3696	498	6	could	could	AUX
epaa-3696	498	7	be	be	AUX
epaa-3696	498	8	reduced	reduce	VERB
epaa-3696	498	9	from	from	ADP
epaa-3696	498	10	the	the	DET
epaa-3696	498	11	current	current	ADJ
epaa-3696	498	12	projection	projection	NOUN
epaa-3696	498	13	of	of	ADP
epaa-3696	498	14	8	8	NUM
epaa-3696	498	15	%	%	NOUN
epaa-3696	498	16	to	to	ADP
epaa-3696	498	17	6%—slightly	6%—slightly	ADV
epaa-3696	498	18	higher	high	ADJ
epaa-3696	498	19	than	than	ADP
epaa-3696	498	20	the	the	DET
epaa-3696	498	21	u.s	u.s	PROPN
epaa-3696	498	22	.	.	PROPN
epaa-3696	498	23	teacher	teacher	NOUN
epaa-3696	498	24	attrition	attrition	NOUN
epaa-3696	498	25	rate	rate	NOUN
epaa-3696	498	26	in	in	ADP
epaa-3696	498	27	1989	1989	NUM
epaa-3696	498	28	—	—	PUNCT
epaa-3696	498	29	hiring	hire	VERB
epaa-3696	498	30	needs	need	NOUN
epaa-3696	498	31	would	would	AUX
epaa-3696	498	32	decrease	decrease	VERB
epaa-3696	498	33	by	by	ADP
epaa-3696	498	34	at	at	ADV
epaa-3696	498	35	least	least	ADV
epaa-3696	498	36	60,000	60,000	NUM
epaa-3696	498	37	teachers	teacher	NOUN
epaa-3696	498	38	annually	annually	ADV
epaa-3696	498	39	.	.	PUNCT
epaa-3696	499	1	this	this	DET
epaa-3696	499	2	modest	modest	ADJ
epaa-3696	499	3	decrease	decrease	NOUN
epaa-3696	499	4	in	in	ADP
epaa-3696	499	5	the	the	DET
epaa-3696	499	6	attrition	attrition	NOUN
epaa-3696	499	7	rate	rate	NOUN
epaa-3696	499	8	would	would	AUX
epaa-3696	499	9	reduce	reduce	VERB
epaa-3696	499	10	the	the	DET
epaa-3696	499	11	demand	demand	NOUN
epaa-3696	499	12	for	for	ADP
epaa-3696	499	13	teachers	teacher	NOUN
epaa-3696	499	14	in	in	ADP
epaa-3696	499	15	each	each	DET
epaa-3696	499	16	year	year	NOUN
epaa-3696	499	17	to	to	ADP
epaa-3696	499	18	about	about	ADP
epaa-3696	499	19	200,000	200,000	NUM
epaa-3696	499	20	teachers	teacher	NOUN
epaa-3696	499	21	instead	instead	ADV
epaa-3696	499	22	of	of	ADP
epaa-3696	499	23	260,000	260,000	NUM
epaa-3696	499	24	(	(	PUNCT
epaa-3696	499	25	nces	nce	NOUN
epaa-3696	499	26	,	,	PUNCT
epaa-3696	499	27	2015b	2015b	NUM
epaa-3696	499	28	)	)	PUNCT
epaa-3696	499	29	.	.	PUNCT
epaa-3696	500	1	figure	figure	VERB
epaa-3696	500	2	9	9	NUM
epaa-3696	500	3	:	:	PUNCT
epaa-3696	500	4	projected	project	VERB
epaa-3696	500	5	supply	supply	NOUN
epaa-3696	500	6	and	and	CCONJ
epaa-3696	500	7	demand	demand	NOUN
epaa-3696	500	8	with	with	ADP
epaa-3696	500	9	varying	vary	VERB
epaa-3696	500	10	attrition	attrition	NOUN
epaa-3696	500	11	rates	rate	NOUN
epaa-3696	500	12	source	source	NOUN
epaa-3696	500	13	:	:	PUNCT
epaa-3696	500	14	(	(	PUNCT
epaa-3696	500	15	nces	nce	NOUN
epaa-3696	500	16	,	,	PUNCT
epaa-3696	500	17	2004	2004	NUM
epaa-3696	500	18	,	,	PUNCT
epaa-3696	500	19	2005	2005	NUM
epaa-3696	500	20	,	,	PUNCT
epaa-3696	500	21	2008	2008	NUM
epaa-3696	500	22	,	,	PUNCT
epaa-3696	500	23	2009	2009	NUM
epaa-3696	500	24	,	,	PUNCT
epaa-3696	500	25	2012a	2012a	NUM
epaa-3696	500	26	,	,	PUNCT
epaa-3696	500	27	2012b	2012b	NOUN
epaa-3696	500	28	,	,	PUNCT
epaa-3696	500	29	2013	2013	NUM
epaa-3696	500	30	,	,	PUNCT
epaa-3696	500	31	2014b	2014b	NUM
epaa-3696	500	32	.	.	PUNCT
epaa-3696	501	1	2015b	2015b	NUM
epaa-3696	501	2	;	;	PUNCT
epaa-3696	501	3	u.s	u.s	PROPN
epaa-3696	501	4	.	.	PROPN
epaa-3696	501	5	department	department	PROPN
epaa-3696	501	6	of	of	ADP
epaa-3696	501	7	education	education	PROPN
epaa-3696	501	8	,	,	PUNCT
epaa-3696	501	9	n.d	n.d	PROPN
epaa-3696	501	10	.	.	PROPN
epaa-3696	501	11	)	)	PUNCT
epaa-3696	502	1	if	if	SCONJ
epaa-3696	502	2	the	the	DET
epaa-3696	502	3	attrition	attrition	NOUN
epaa-3696	502	4	rate	rate	NOUN
epaa-3696	502	5	could	could	AUX
epaa-3696	502	6	be	be	AUX
epaa-3696	502	7	reduced	reduce	VERB
epaa-3696	502	8	to	to	ADP
epaa-3696	502	9	4	4	NUM
epaa-3696	502	10	%	%	NOUN
epaa-3696	502	11	,	,	PUNCT
epaa-3696	502	12	closer	close	ADJ
epaa-3696	502	13	to	to	ADP
epaa-3696	502	14	where	where	SCONJ
epaa-3696	502	15	it	it	PRON
epaa-3696	502	16	is	be	AUX
epaa-3696	502	17	in	in	ADP
epaa-3696	502	18	some	some	DET
epaa-3696	502	19	other	other	ADJ
epaa-3696	502	20	countries	country	NOUN
epaa-3696	502	21	,	,	PUNCT
epaa-3696	502	22	u.s	u.s	PROPN
epaa-3696	502	23	.	.	PROPN
epaa-3696	502	24	hiring	hire	VERB
epaa-3696	502	25	needs	need	NOUN
epaa-3696	502	26	would	would	AUX
epaa-3696	502	27	be	be	AUX
epaa-3696	502	28	reduced	reduce	VERB
epaa-3696	502	29	by	by	ADP
epaa-3696	502	30	roughly	roughly	ADV
epaa-3696	502	31	130,000	130,000	NUM
epaa-3696	502	32	teachers	teacher	NOUN
epaa-3696	502	33	annually	annually	ADV
epaa-3696	502	34	,	,	PUNCT
epaa-3696	502	35	cutting	cut	VERB
epaa-3696	502	36	annual	annual	ADJ
epaa-3696	502	37	demand	demand	NOUN
epaa-3696	502	38	by	by	ADP
epaa-3696	502	39	nearly	nearly	ADV
epaa-3696	502	40	half	half	NOUN
epaa-3696	502	41	.	.	PUNCT
epaa-3696	503	1	this	this	DET
epaa-3696	503	2	large	large	ADJ
epaa-3696	503	3	reduction	reduction	NOUN
epaa-3696	503	4	in	in	ADP
epaa-3696	503	5	demand	demand	NOUN
epaa-3696	503	6	would	would	AUX
epaa-3696	503	7	not	not	PART
epaa-3696	503	8	only	only	ADV
epaa-3696	503	9	largely	largely	ADV
epaa-3696	503	10	eliminate	eliminate	VERB
epaa-3696	503	11	current	current	ADJ
epaa-3696	503	12	teacher	teacher	NOUN
epaa-3696	503	13	shortages	shortage	NOUN
epaa-3696	503	14	,	,	PUNCT
epaa-3696	503	15	but	but	CCONJ
epaa-3696	503	16	also	also	ADV
epaa-3696	503	17	allow	allow	VERB
epaa-3696	503	18	for	for	ADP
epaa-3696	503	19	increased	increase	VERB
epaa-3696	503	20	selectivity	selectivity	NOUN
epaa-3696	503	21	,	,	PUNCT
epaa-3696	503	22	boosting	boost	VERB
epaa-3696	503	23	the	the	DET
epaa-3696	503	24	quality	quality	NOUN
epaa-3696	503	25	of	of	ADP
epaa-3696	503	26	our	our	PRON
epaa-3696	503	27	nation	nation	NOUN
epaa-3696	503	28	’s	’s	PART
epaa-3696	503	29	teachers	teacher	NOUN
epaa-3696	503	30	.	.	PUNCT
epaa-3696	504	1	education	education	NOUN
epaa-3696	504	2	policy	policy	NOUN
epaa-3696	504	3	analysis	analysis	NOUN
epaa-3696	504	4	archives	archive	NOUN
epaa-3696	504	5	vol	vol	NOUN
epaa-3696	504	6	.	.	PUNCT
epaa-3696	505	1	27	27	NUM
epaa-3696	505	2	no	no	NOUN
epaa-3696	505	3	.	.	NOUN
epaa-3696	505	4	35	35	NUM
epaa-3696	505	5	special	special	ADJ
epaa-3696	505	6	issue	issue	NOUN
epaa-3696	505	7	26	26	NUM
epaa-3696	505	8	some	some	DET
epaa-3696	505	9	object	object	NOUN
epaa-3696	505	10	to	to	ADP
epaa-3696	505	11	this	this	DET
epaa-3696	505	12	comparison	comparison	NOUN
epaa-3696	505	13	to	to	ADP
epaa-3696	505	14	other	other	ADJ
epaa-3696	505	15	countries	country	NOUN
epaa-3696	505	16	,	,	PUNCT
epaa-3696	505	17	arguing	argue	VERB
epaa-3696	505	18	that	that	SCONJ
epaa-3696	505	19	there	there	PRON
epaa-3696	505	20	are	be	VERB
epaa-3696	505	21	major	major	ADJ
epaa-3696	505	22	cultural	cultural	ADJ
epaa-3696	505	23	differences	difference	NOUN
epaa-3696	505	24	that	that	PRON
epaa-3696	505	25	would	would	AUX
epaa-3696	505	26	make	make	VERB
epaa-3696	505	27	these	these	DET
epaa-3696	505	28	kinds	kind	NOUN
epaa-3696	505	29	of	of	ADP
epaa-3696	505	30	attrition	attrition	NOUN
epaa-3696	505	31	rates	rate	NOUN
epaa-3696	505	32	impossible	impossible	ADJ
epaa-3696	505	33	to	to	PART
epaa-3696	505	34	achieve	achieve	VERB
epaa-3696	505	35	in	in	ADP
epaa-3696	505	36	the	the	DET
epaa-3696	505	37	united	united	PROPN
epaa-3696	505	38	states	states	PROPN
epaa-3696	505	39	.	.	PUNCT
epaa-3696	506	1	however	however	ADV
epaa-3696	506	2	,	,	PUNCT
epaa-3696	506	3	several	several	ADJ
epaa-3696	506	4	american	american	ADJ
epaa-3696	506	5	states	state	NOUN
epaa-3696	506	6	,	,	PUNCT
epaa-3696	506	7	including	include	VERB
epaa-3696	506	8	massachusetts	massachusetts	PROPN
epaa-3696	506	9	and	and	CCONJ
epaa-3696	506	10	other	other	ADJ
epaa-3696	506	11	new	new	PROPN
epaa-3696	506	12	england	england	PROPN
epaa-3696	506	13	states	state	NOUN
epaa-3696	506	14	,	,	PUNCT
epaa-3696	506	15	have	have	VERB
epaa-3696	506	16	attrition	attrition	NOUN
epaa-3696	506	17	rates	rate	NOUN
epaa-3696	506	18	well	well	ADV
epaa-3696	506	19	below	below	ADP
epaa-3696	506	20	5	5	NUM
epaa-3696	506	21	%	%	NOUN
epaa-3696	506	22	.	.	PUNCT
epaa-3696	507	1	it	it	PRON
epaa-3696	507	2	is	be	AUX
epaa-3696	507	3	not	not	PART
epaa-3696	507	4	surprising	surprising	ADJ
epaa-3696	507	5	that	that	SCONJ
epaa-3696	507	6	,	,	PUNCT
epaa-3696	507	7	like	like	ADP
epaa-3696	507	8	the	the	DET
epaa-3696	507	9	countries	country	NOUN
epaa-3696	507	10	we	we	PRON
epaa-3696	507	11	noted	note	VERB
epaa-3696	507	12	,	,	PUNCT
epaa-3696	507	13	these	these	DET
epaa-3696	507	14	states	state	NOUN
epaa-3696	507	15	also	also	ADV
epaa-3696	507	16	have	have	VERB
epaa-3696	507	17	policies	policy	NOUN
epaa-3696	507	18	and	and	CCONJ
epaa-3696	507	19	conditions	condition	NOUN
epaa-3696	507	20	associated	associate	VERB
epaa-3696	507	21	with	with	ADP
epaa-3696	507	22	increased	increase	VERB
epaa-3696	507	23	retention	retention	NOUN
epaa-3696	507	24	,	,	PUNCT
epaa-3696	507	25	such	such	ADJ
epaa-3696	507	26	as	as	ADP
epaa-3696	507	27	competitive	competitive	ADJ
epaa-3696	507	28	compensation	compensation	NOUN
epaa-3696	507	29	,	,	PUNCT
epaa-3696	507	30	high	high	ADJ
epaa-3696	507	31	-	-	PUNCT
epaa-3696	507	32	quality	quality	NOUN
epaa-3696	507	33	training	training	NOUN
epaa-3696	507	34	,	,	PUNCT
epaa-3696	507	35	few	few	ADJ
epaa-3696	507	36	entrants	entrant	NOUN
epaa-3696	507	37	through	through	ADP
epaa-3696	507	38	low	low	ADJ
epaa-3696	507	39	-	-	PUNCT
epaa-3696	507	40	quality	quality	NOUN
epaa-3696	507	41	backdoor	backdoor	NOUN
epaa-3696	507	42	routes	route	NOUN
epaa-3696	507	43	,	,	PUNCT
epaa-3696	507	44	and	and	CCONJ
epaa-3696	507	45	positive	positive	ADJ
epaa-3696	507	46	working	working	NOUN
epaa-3696	507	47	conditions	condition	NOUN
epaa-3696	507	48	(	(	PUNCT
epaa-3696	507	49	carver	carver	NOUN
epaa-3696	507	50	-	-	PUNCT
epaa-3696	507	51	thomas	thomas	PROPN
epaa-3696	507	52	&	&	CCONJ
epaa-3696	507	53	darling	darling	PROPN
epaa-3696	507	54	-	-	PUNCT
epaa-3696	507	55	hammond	hammond	NOUN
epaa-3696	507	56	,	,	PUNCT
epaa-3696	507	57	2017b	2017b	NUM
epaa-3696	507	58	)	)	PUNCT
epaa-3696	507	59	.	.	PUNCT
epaa-3696	508	1	evidence	evidence	NOUN
epaa-3696	508	2	from	from	ADP
epaa-3696	508	3	abroad	abroad	ADV
epaa-3696	508	4	,	,	PUNCT
epaa-3696	508	5	from	from	ADP
epaa-3696	508	6	some	some	DET
epaa-3696	508	7	u.s	u.s	PROPN
epaa-3696	508	8	.	.	PROPN
epaa-3696	508	9	states	state	NOUN
epaa-3696	508	10	today	today	NOUN
epaa-3696	508	11	,	,	PUNCT
epaa-3696	508	12	and	and	CCONJ
epaa-3696	508	13	from	from	ADP
epaa-3696	508	14	the	the	DET
epaa-3696	508	15	united	united	PROPN
epaa-3696	508	16	states	states	PROPN
epaa-3696	508	17	in	in	ADP
epaa-3696	508	18	past	past	ADJ
epaa-3696	508	19	years	year	NOUN
epaa-3696	508	20	shows	show	VERB
epaa-3696	508	21	that	that	SCONJ
epaa-3696	508	22	lower	low	ADJ
epaa-3696	508	23	attrition	attrition	NOUN
epaa-3696	508	24	rates	rate	NOUN
epaa-3696	508	25	are	be	AUX
epaa-3696	508	26	possible	possible	ADJ
epaa-3696	508	27	.	.	PUNCT
epaa-3696	509	1	beyond	beyond	ADP
epaa-3696	509	2	those	those	PRON
epaa-3696	509	3	who	who	PRON
epaa-3696	509	4	leave	leave	VERB
epaa-3696	509	5	the	the	DET
epaa-3696	509	6	profession	profession	NOUN
epaa-3696	509	7	,	,	PUNCT
epaa-3696	509	8	teachers	teacher	NOUN
epaa-3696	509	9	who	who	PRON
epaa-3696	509	10	move	move	VERB
epaa-3696	509	11	from	from	ADP
epaa-3696	509	12	one	one	NUM
epaa-3696	509	13	school	school	NOUN
epaa-3696	509	14	to	to	ADP
epaa-3696	509	15	another	another	PRON
epaa-3696	509	16	are	be	AUX
epaa-3696	509	17	an	an	DET
epaa-3696	509	18	equally	equally	ADV
epaa-3696	509	19	important	important	ADJ
epaa-3696	509	20	component	component	NOUN
epaa-3696	509	21	of	of	ADP
epaa-3696	509	22	teacher	teacher	NOUN
epaa-3696	509	23	turnover	turnover	NOUN
epaa-3696	509	24	.	.	PUNCT
epaa-3696	510	1	we	we	PRON
epaa-3696	510	2	use	use	VERB
epaa-3696	510	3	the	the	DET
epaa-3696	510	4	term	term	NOUN
epaa-3696	510	5	“	"	PUNCT
epaa-3696	510	6	turnover	turnover	NOUN
epaa-3696	510	7	”	"	PUNCT
epaa-3696	510	8	to	to	PART
epaa-3696	510	9	denote	denote	VERB
epaa-3696	510	10	the	the	DET
epaa-3696	510	11	rate	rate	NOUN
epaa-3696	510	12	at	at	ADP
epaa-3696	510	13	which	which	PRON
epaa-3696	510	14	teachers	teacher	NOUN
epaa-3696	510	15	leave	leave	VERB
epaa-3696	510	16	a	a	DET
epaa-3696	510	17	school	school	NOUN
epaa-3696	510	18	,	,	PUNCT
epaa-3696	510	19	whether	whether	SCONJ
epaa-3696	510	20	to	to	PART
epaa-3696	510	21	teach	teach	VERB
epaa-3696	510	22	elsewhere	elsewhere	ADV
epaa-3696	510	23	(	(	PUNCT
epaa-3696	510	24	movers	mover	NOUN
epaa-3696	510	25	)	)	PUNCT
epaa-3696	510	26	or	or	CCONJ
epaa-3696	510	27	to	to	PART
epaa-3696	510	28	leave	leave	VERB
epaa-3696	510	29	the	the	DET
epaa-3696	510	30	profession	profession	NOUN
epaa-3696	510	31	entirely	entirely	ADV
epaa-3696	510	32	(	(	PUNCT
epaa-3696	510	33	leavers	leaver	NOUN
epaa-3696	510	34	)	)	PUNCT
epaa-3696	510	35	.	.	PUNCT
epaa-3696	511	1	at	at	ADP
epaa-3696	511	2	the	the	DET
epaa-3696	511	3	school	school	NOUN
epaa-3696	511	4	level	level	NOUN
epaa-3696	511	5	,	,	PUNCT
epaa-3696	511	6	teachers	teacher	NOUN
epaa-3696	511	7	who	who	PRON
epaa-3696	511	8	leave	leave	VERB
epaa-3696	511	9	for	for	ADP
epaa-3696	511	10	a	a	DET
epaa-3696	511	11	different	different	ADJ
epaa-3696	511	12	school	school	NOUN
epaa-3696	511	13	have	have	VERB
epaa-3696	511	14	the	the	DET
epaa-3696	511	15	same	same	ADJ
epaa-3696	511	16	impact	impact	NOUN
epaa-3696	511	17	as	as	ADP
epaa-3696	511	18	teachers	teacher	NOUN
epaa-3696	511	19	who	who	PRON
epaa-3696	511	20	leave	leave	VERB
epaa-3696	511	21	the	the	DET
epaa-3696	511	22	profession	profession	NOUN
epaa-3696	511	23	—	—	PUNCT
epaa-3696	511	24	a	a	DET
epaa-3696	511	25	vacancy	vacancy	NOUN
epaa-3696	511	26	that	that	PRON
epaa-3696	511	27	must	must	AUX
epaa-3696	511	28	be	be	AUX
epaa-3696	511	29	filled	fill	VERB
epaa-3696	511	30	,	,	PUNCT
epaa-3696	511	31	along	along	ADP
epaa-3696	511	32	with	with	ADP
epaa-3696	511	33	both	both	CCONJ
epaa-3696	511	34	fiscal	fiscal	ADJ
epaa-3696	511	35	and	and	CCONJ
epaa-3696	511	36	academic	academic	ADJ
epaa-3696	511	37	costs	cost	NOUN
epaa-3696	511	38	associated	associate	VERB
epaa-3696	511	39	with	with	ADP
epaa-3696	511	40	the	the	DET
epaa-3696	511	41	turnover	turnover	NOUN
epaa-3696	511	42	.	.	PUNCT
epaa-3696	512	1	nationally	nationally	ADV
epaa-3696	512	2	,	,	PUNCT
epaa-3696	512	3	in	in	ADP
epaa-3696	512	4	2012	2012	NUM
epaa-3696	512	5	-	-	SYM
epaa-3696	512	6	13	13	NUM
epaa-3696	512	7	,	,	PUNCT
epaa-3696	512	8	close	close	ADJ
epaa-3696	512	9	to	to	PART
epaa-3696	512	10	16	16	NUM
epaa-3696	512	11	%	%	NOUN
epaa-3696	512	12	of	of	ADP
epaa-3696	512	13	teachers	teacher	NOUN
epaa-3696	512	14	left	leave	VERB
epaa-3696	512	15	the	the	DET
epaa-3696	512	16	school	school	NOUN
epaa-3696	512	17	at	at	ADP
epaa-3696	512	18	which	which	PRON
epaa-3696	512	19	they	they	PRON
epaa-3696	512	20	taught	teach	VERB
epaa-3696	512	21	the	the	DET
epaa-3696	512	22	prior	prior	ADJ
epaa-3696	512	23	year	year	NOUN
epaa-3696	512	24	.	.	PUNCT
epaa-3696	513	1	these	these	DET
epaa-3696	513	2	rates	rate	NOUN
epaa-3696	513	3	are	be	AUX
epaa-3696	513	4	higher	high	ADJ
epaa-3696	513	5	in	in	ADP
epaa-3696	513	6	some	some	DET
epaa-3696	513	7	schools	school	NOUN
epaa-3696	513	8	than	than	ADP
epaa-3696	513	9	others	other	NOUN
epaa-3696	513	10	,	,	PUNCT
epaa-3696	513	11	based	base	VERB
epaa-3696	513	12	on	on	ADP
epaa-3696	513	13	conditions	condition	NOUN
epaa-3696	513	14	in	in	ADP
epaa-3696	513	15	the	the	DET
epaa-3696	513	16	school	school	NOUN
epaa-3696	513	17	,	,	PUNCT
epaa-3696	513	18	which	which	PRON
epaa-3696	513	19	we	we	PRON
epaa-3696	513	20	discuss	discuss	VERB
epaa-3696	513	21	further	far	ADV
epaa-3696	513	22	below	below	ADV
epaa-3696	513	23	.	.	PUNCT
epaa-3696	514	1	hard	hard	ADV
epaa-3696	514	2	-	-	PUNCT
epaa-3696	514	3	to	to	ADP
epaa-3696	514	4	-	-	PUNCT
epaa-3696	514	5	staff	staff	NOUN
epaa-3696	514	6	schools	school	NOUN
epaa-3696	514	7	with	with	ADP
epaa-3696	514	8	high	high	ADJ
epaa-3696	514	9	turnover	turnover	NOUN
epaa-3696	514	10	rates	rate	NOUN
epaa-3696	514	11	typically	typically	ADV
epaa-3696	514	12	end	end	VERB
epaa-3696	514	13	up	up	ADP
epaa-3696	514	14	with	with	ADP
epaa-3696	514	15	a	a	DET
epaa-3696	514	16	disproportionate	disproportionate	ADJ
epaa-3696	514	17	number	number	NOUN
epaa-3696	514	18	of	of	ADP
epaa-3696	514	19	relatively	relatively	ADV
epaa-3696	514	20	inexperienced	inexperienced	ADJ
epaa-3696	514	21	teachers	teacher	NOUN
epaa-3696	514	22	,	,	PUNCT
epaa-3696	514	23	which	which	PRON
epaa-3696	514	24	can	can	AUX
epaa-3696	514	25	both	both	PRON
epaa-3696	514	26	create	create	VERB
epaa-3696	514	27	greater	great	ADJ
epaa-3696	514	28	churn	churn	NOUN
epaa-3696	514	29	,	,	PUNCT
epaa-3696	514	30	if	if	SCONJ
epaa-3696	514	31	they	they	PRON
epaa-3696	514	32	leave	leave	VERB
epaa-3696	514	33	rapidly	rapidly	ADV
epaa-3696	514	34	as	as	ADP
epaa-3696	514	35	many	many	ADJ
epaa-3696	514	36	beginning	begin	VERB
epaa-3696	514	37	teachers	teacher	NOUN
epaa-3696	514	38	do	do	VERB
epaa-3696	514	39	,	,	PUNCT
epaa-3696	514	40	and	and	CCONJ
epaa-3696	514	41	undermine	undermine	VERB
epaa-3696	514	42	student	student	NOUN
epaa-3696	514	43	achievement	achievement	NOUN
epaa-3696	514	44	as	as	ADP
epaa-3696	514	45	a	a	DET
epaa-3696	514	46	function	function	NOUN
epaa-3696	514	47	of	of	ADP
epaa-3696	514	48	both	both	DET
epaa-3696	514	49	teacher	teacher	NOUN
epaa-3696	514	50	inexperience	inexperience	NOUN
epaa-3696	514	51	and	and	CCONJ
epaa-3696	514	52	overall	overall	ADJ
epaa-3696	514	53	instability	instability	NOUN
epaa-3696	514	54	(	(	PUNCT
epaa-3696	514	55	kini	kini	PROPN
epaa-3696	514	56	&	&	CCONJ
epaa-3696	514	57	podolsky	podolsky	PROPN
epaa-3696	514	58	,	,	PUNCT
epaa-3696	514	59	2016	2016	NUM
epaa-3696	514	60	)	)	PUNCT
epaa-3696	514	61	.	.	PUNCT
epaa-3696	515	1	high	high	ADJ
epaa-3696	515	2	teacher	teacher	NOUN
epaa-3696	515	3	turnover	turnover	NOUN
epaa-3696	515	4	rates	rate	NOUN
epaa-3696	515	5	have	have	AUX
epaa-3696	515	6	been	be	AUX
epaa-3696	515	7	found	find	VERB
epaa-3696	515	8	to	to	PART
epaa-3696	515	9	negatively	negatively	ADV
epaa-3696	515	10	affect	affect	VERB
epaa-3696	515	11	the	the	DET
epaa-3696	515	12	achievement	achievement	NOUN
epaa-3696	515	13	of	of	ADP
epaa-3696	515	14	all	all	DET
epaa-3696	515	15	students	student	NOUN
epaa-3696	515	16	in	in	ADP
epaa-3696	515	17	a	a	DET
epaa-3696	515	18	school	school	NOUN
epaa-3696	515	19	,	,	PUNCT
epaa-3696	515	20	not	not	PART
epaa-3696	515	21	just	just	ADV
epaa-3696	515	22	students	student	NOUN
epaa-3696	515	23	in	in	ADP
epaa-3696	515	24	a	a	DET
epaa-3696	515	25	new	new	ADJ
epaa-3696	515	26	teacher	teacher	NOUN
epaa-3696	515	27	’s	’s	PART
epaa-3696	515	28	classroom	classroom	NOUN
epaa-3696	515	29	(	(	PUNCT
epaa-3696	515	30	ronfeldt	ronfeldt	PROPN
epaa-3696	515	31	,	,	PUNCT
epaa-3696	515	32	loeb	loeb	PROPN
epaa-3696	515	33	,	,	PUNCT
epaa-3696	515	34	&	&	CCONJ
epaa-3696	515	35	wyckoff	wyckoff	PROPN
epaa-3696	515	36	,	,	PUNCT
epaa-3696	515	37	2013	2013	NUM
epaa-3696	515	38	)	)	PUNCT
epaa-3696	515	39	.	.	PUNCT
epaa-3696	516	1	as	as	ADP
epaa-3696	516	2	a	a	DET
epaa-3696	516	3	principal	principal	NOUN
epaa-3696	516	4	in	in	ADP
epaa-3696	516	5	a	a	DET
epaa-3696	516	6	poorly	poorly	ADV
epaa-3696	516	7	resourced	resource	VERB
epaa-3696	516	8	,	,	PUNCT
epaa-3696	516	9	high	high	ADJ
epaa-3696	516	10	-	-	PUNCT
epaa-3696	516	11	turnover	turnover	NOUN
epaa-3696	516	12	school	school	NOUN
epaa-3696	516	13	in	in	ADP
epaa-3696	516	14	california	california	PROPN
epaa-3696	516	15	explained	explain	VERB
epaa-3696	516	16	:	:	PUNCT
epaa-3696	516	17	(	(	PUNCT
epaa-3696	516	18	h)aving	h)ave	VERB
epaa-3696	516	19	that	that	ADV
epaa-3696	516	20	many	many	ADJ
epaa-3696	516	21	new	new	ADJ
epaa-3696	516	22	teachers	teacher	NOUN
epaa-3696	516	23	on	on	ADP
epaa-3696	516	24	the	the	DET
epaa-3696	516	25	staff	staff	NOUN
epaa-3696	516	26	at	at	ADP
epaa-3696	516	27	any	any	DET
epaa-3696	516	28	given	give	VERB
epaa-3696	516	29	time	time	NOUN
epaa-3696	516	30	meant	mean	VERB
epaa-3696	516	31	that	that	SCONJ
epaa-3696	516	32	there	there	PRON
epaa-3696	516	33	was	be	VERB
epaa-3696	516	34	less	less	ADJ
epaa-3696	516	35	of	of	ADP
epaa-3696	516	36	a	a	DET
epaa-3696	516	37	knowledge	knowledge	NOUN
epaa-3696	516	38	base	base	NOUN
epaa-3696	516	39	.	.	PUNCT
epaa-3696	517	1	it	it	PRON
epaa-3696	517	2	meant	mean	VERB
epaa-3696	517	3	that	that	SCONJ
epaa-3696	517	4	it	it	PRON
epaa-3696	517	5	was	be	AUX
epaa-3696	517	6	harder	hard	ADJ
epaa-3696	517	7	for	for	SCONJ
epaa-3696	517	8	families	family	NOUN
epaa-3696	517	9	to	to	PART
epaa-3696	517	10	be	be	AUX
epaa-3696	517	11	connected	connect	VERB
epaa-3696	517	12	to	to	ADP
epaa-3696	517	13	the	the	DET
epaa-3696	517	14	school	school	NOUN
epaa-3696	517	15	because	because	SCONJ
epaa-3696	517	16	,	,	PUNCT
epaa-3696	517	17	you	you	PRON
epaa-3696	517	18	know	know	VERB
epaa-3696	517	19	,	,	PUNCT
epaa-3696	517	20	their	their	PRON
epaa-3696	517	21	child	child	NOUN
epaa-3696	517	22	might	might	AUX
epaa-3696	517	23	get	get	VERB
epaa-3696	517	24	a	a	DET
epaa-3696	517	25	new	new	ADJ
epaa-3696	517	26	teacher	teacher	NOUN
epaa-3696	517	27	every	every	DET
epaa-3696	517	28	year	year	NOUN
epaa-3696	517	29	.	.	PUNCT
epaa-3696	518	1	it	it	PRON
epaa-3696	518	2	meant	mean	VERB
epaa-3696	518	3	there	there	PRON
epaa-3696	518	4	was	be	VERB
epaa-3696	518	5	less	less	ADJ
epaa-3696	518	6	cohesion	cohesion	NOUN
epaa-3696	518	7	on	on	ADP
epaa-3696	518	8	the	the	DET
epaa-3696	518	9	staff	staff	NOUN
epaa-3696	518	10	.	.	PUNCT
epaa-3696	519	1	it	it	PRON
epaa-3696	519	2	meant	mean	VERB
epaa-3696	519	3	that	that	SCONJ
epaa-3696	519	4	every	every	DET
epaa-3696	519	5	year	year	NOUN
epaa-3696	519	6	,	,	PUNCT
epaa-3696	519	7	we	we	PRON
epaa-3696	519	8	had	have	VERB
epaa-3696	519	9	to	to	PART
epaa-3696	519	10	recover	recover	VERB
epaa-3696	519	11	ground	ground	NOUN
epaa-3696	519	12	in	in	ADP
epaa-3696	519	13	professional	professional	ADJ
epaa-3696	519	14	development	development	NOUN
epaa-3696	519	15	that	that	PRON
epaa-3696	519	16	had	have	AUX
epaa-3696	519	17	already	already	ADV
epaa-3696	519	18	been	be	AUX
epaa-3696	519	19	covered	cover	VERB
epaa-3696	519	20	and	and	CCONJ
epaa-3696	519	21	try	try	VERB
epaa-3696	519	22	to	to	PART
epaa-3696	519	23	catch	catch	VERB
epaa-3696	519	24	people	people	NOUN
epaa-3696	519	25	up	up	ADP
epaa-3696	519	26	to	to	PART
epaa-3696	519	27	sort	sort	ADV
epaa-3696	519	28	of	of	ADV
epaa-3696	519	29	where	where	SCONJ
epaa-3696	519	30	the	the	DET
epaa-3696	519	31	school	school	NOUN
epaa-3696	519	32	was	be	AUX
epaa-3696	519	33	heading	head	VERB
epaa-3696	519	34	(	(	PUNCT
epaa-3696	519	35	carroll	carroll	NOUN
epaa-3696	519	36	,	,	PUNCT
epaa-3696	519	37	reichardt	reichardt	NOUN
epaa-3696	519	38	,	,	PUNCT
epaa-3696	519	39	&	&	CCONJ
epaa-3696	519	40	guarino	guarino	PROPN
epaa-3696	519	41	,	,	PUNCT
epaa-3696	519	42	2000	2000	NUM
epaa-3696	519	43	)	)	PUNCT
epaa-3696	519	44	.	.	PUNCT
epaa-3696	520	1	such	such	ADJ
epaa-3696	520	2	schools	school	NOUN
epaa-3696	520	3	must	must	AUX
epaa-3696	520	4	continually	continually	ADV
epaa-3696	520	5	pour	pour	VERB
epaa-3696	520	6	money	money	NOUN
epaa-3696	520	7	into	into	ADP
epaa-3696	520	8	recruitment	recruitment	NOUN
epaa-3696	520	9	efforts	effort	NOUN
epaa-3696	520	10	and	and	CCONJ
epaa-3696	520	11	professional	professional	ADJ
epaa-3696	520	12	support	support	NOUN
epaa-3696	520	13	for	for	ADP
epaa-3696	520	14	new	new	ADJ
epaa-3696	520	15	teachers	teacher	NOUN
epaa-3696	520	16	,	,	PUNCT
epaa-3696	520	17	many	many	ADJ
epaa-3696	520	18	of	of	ADP
epaa-3696	520	19	them	they	PRON
epaa-3696	520	20	untrained	untrained	ADJ
epaa-3696	520	21	,	,	PUNCT
epaa-3696	520	22	without	without	ADP
epaa-3696	520	23	reaping	reap	VERB
epaa-3696	520	24	dividends	dividend	NOUN
epaa-3696	520	25	from	from	ADP
epaa-3696	520	26	these	these	DET
epaa-3696	520	27	investments	investment	NOUN
epaa-3696	520	28	.	.	PUNCT
epaa-3696	521	1	other	other	ADJ
epaa-3696	521	2	teachers	teacher	NOUN
epaa-3696	521	3	,	,	PUNCT
epaa-3696	521	4	including	include	VERB
epaa-3696	521	5	the	the	DET
epaa-3696	521	6	few	few	ADJ
epaa-3696	521	7	who	who	PRON
epaa-3696	521	8	could	could	AUX
epaa-3696	521	9	serve	serve	VERB
epaa-3696	521	10	as	as	ADP
epaa-3696	521	11	mentors	mentor	NOUN
epaa-3696	521	12	,	,	PUNCT
epaa-3696	521	13	are	be	AUX
epaa-3696	521	14	stretched	stretch	VERB
epaa-3696	521	15	thin	thin	ADV
epaa-3696	521	16	and	and	CCONJ
epaa-3696	521	17	often	often	ADV
epaa-3696	521	18	feel	feel	VERB
epaa-3696	521	19	overburdened	overburden	VERB
epaa-3696	521	20	by	by	ADP
epaa-3696	521	21	the	the	DET
epaa-3696	521	22	needs	need	NOUN
epaa-3696	521	23	of	of	ADP
epaa-3696	521	24	their	their	PRON
epaa-3696	521	25	colleagues	colleague	NOUN
epaa-3696	521	26	as	as	ADV
epaa-3696	521	27	well	well	ADV
epaa-3696	521	28	as	as	ADP
epaa-3696	521	29	their	their	PRON
epaa-3696	521	30	students	student	NOUN
epaa-3696	521	31	.	.	PUNCT
epaa-3696	522	1	scarce	scarce	ADJ
epaa-3696	522	2	resources	resource	NOUN
epaa-3696	522	3	are	be	AUX
epaa-3696	522	4	squandered	squander	VERB
epaa-3696	522	5	trying	try	VERB
epaa-3696	522	6	to	to	PART
epaa-3696	522	7	reteach	reteach	VERB
epaa-3696	522	8	the	the	DET
epaa-3696	522	9	basics	basic	NOUN
epaa-3696	522	10	each	each	DET
epaa-3696	522	11	year	year	NOUN
epaa-3696	522	12	to	to	ADP
epaa-3696	522	13	teachers	teacher	NOUN
epaa-3696	522	14	who	who	PRON
epaa-3696	522	15	come	come	VERB
epaa-3696	522	16	in	in	ADP
epaa-3696	522	17	with	with	ADP
epaa-3696	522	18	few	few	ADJ
epaa-3696	522	19	tools	tool	NOUN
epaa-3696	522	20	and	and	CCONJ
epaa-3696	522	21	leave	leave	VERB
epaa-3696	522	22	before	before	SCONJ
epaa-3696	522	23	they	they	PRON
epaa-3696	522	24	become	become	VERB
epaa-3696	522	25	skilled	skilled	ADJ
epaa-3696	522	26	(	(	PUNCT
epaa-3696	522	27	darling	darling	NOUN
epaa-3696	522	28	-	-	PUNCT
epaa-3696	522	29	hammond	hammond	NOUN
epaa-3696	522	30	,	,	PUNCT
epaa-3696	522	31	2003	2003	NUM
epaa-3696	522	32	)	)	PUNCT
epaa-3696	522	33	.	.	PUNCT
epaa-3696	523	1	each	each	DET
epaa-3696	523	2	time	time	NOUN
epaa-3696	523	3	a	a	DET
epaa-3696	523	4	teacher	teacher	NOUN
epaa-3696	523	5	leaves	leave	VERB
epaa-3696	523	6	a	a	DET
epaa-3696	523	7	district	district	NOUN
epaa-3696	523	8	,	,	PUNCT
epaa-3696	523	9	it	it	PRON
epaa-3696	523	10	not	not	PART
epaa-3696	523	11	only	only	ADV
epaa-3696	523	12	increases	increase	VERB
epaa-3696	523	13	demand	demand	NOUN
epaa-3696	523	14	but	but	CCONJ
epaa-3696	523	15	also	also	ADV
epaa-3696	523	16	imposes	impose	VERB
epaa-3696	523	17	replacement	replacement	NOUN
epaa-3696	523	18	costs	cost	NOUN
epaa-3696	523	19	on	on	ADP
epaa-3696	523	20	districts	district	NOUN
epaa-3696	523	21	.	.	PUNCT
epaa-3696	524	1	a	a	DET
epaa-3696	524	2	decade	decade	NOUN
epaa-3696	524	3	ago	ago	ADV
epaa-3696	524	4	,	,	PUNCT
epaa-3696	524	5	replacement	replacement	NOUN
epaa-3696	524	6	costs	cost	NOUN
epaa-3696	524	7	for	for	ADP
epaa-3696	524	8	teachers	teacher	NOUN
epaa-3696	524	9	were	be	AUX
epaa-3696	524	10	estimated	estimate	VERB
epaa-3696	524	11	to	to	PART
epaa-3696	524	12	range	range	VERB
epaa-3696	524	13	from	from	ADP
epaa-3696	524	14	around	around	ADP
epaa-3696	524	15	$	$	SYM
epaa-3696	524	16	4,400	4,400	NUM
epaa-3696	524	17	in	in	ADP
epaa-3696	524	18	a	a	DET
epaa-3696	524	19	small	small	ADJ
epaa-3696	524	20	rural	rural	ADJ
epaa-3696	524	21	district	district	NOUN
epaa-3696	524	22	to	to	ADP
epaa-3696	524	23	nearly	nearly	ADV
epaa-3696	524	24	$	$	SYM
epaa-3696	524	25	18,000	18,000	NUM
epaa-3696	524	26	in	in	ADP
epaa-3696	524	27	a	a	DET
epaa-3696	524	28	large	large	ADJ
epaa-3696	524	29	urban	urban	ADJ
epaa-3696	524	30	district	district	NOUN
epaa-3696	524	31	for	for	ADP
epaa-3696	524	32	every	every	DET
epaa-3696	524	33	teacher	teacher	NOUN
epaa-3696	524	34	who	who	PRON
epaa-3696	524	35	leaves	leave	VERB
epaa-3696	524	36	—	—	PUNCT
epaa-3696	524	37	a	a	DET
epaa-3696	524	38	national	national	ADJ
epaa-3696	524	39	price	price	NOUN
epaa-3696	524	40	tag	tag	NOUN
epaa-3696	524	41	of	of	ADP
epaa-3696	524	42	over	over	ADP
epaa-3696	524	43	$	$	SYM
epaa-3696	524	44	7	7	NUM
epaa-3696	524	45	billion	billion	NUM
epaa-3696	524	46	a	a	DET
epaa-3696	524	47	year	year	NOUN
epaa-3696	524	48	(	(	PUNCT
epaa-3696	524	49	carroll	carroll	NOUN
epaa-3696	524	50	,	,	PUNCT
epaa-3696	524	51	2007	2007	NUM
epaa-3696	524	52	)	)	PUNCT
epaa-3696	524	53	.	.	PUNCT
epaa-3696	525	1	with	with	ADP
epaa-3696	525	2	inflation	inflation	NOUN
epaa-3696	525	3	,	,	PUNCT
epaa-3696	525	4	those	those	DET
epaa-3696	525	5	costs	cost	NOUN
epaa-3696	525	6	would	would	AUX
epaa-3696	525	7	be	be	AUX
epaa-3696	525	8	more	more	ADJ
epaa-3696	525	9	than	than	ADP
epaa-3696	525	10	$	$	SYM
epaa-3696	525	11	8	8	NUM
epaa-3696	525	12	billion	billion	NUM
epaa-3696	525	13	today	today	NOUN
epaa-3696	525	14	.	.	PUNCT
epaa-3696	526	1	a	a	DET
epaa-3696	526	2	comprehensive	comprehensive	ADJ
epaa-3696	526	3	approach	approach	NOUN
epaa-3696	526	4	to	to	ADP
epaa-3696	526	5	reducing	reduce	VERB
epaa-3696	526	6	attrition	attrition	NOUN
epaa-3696	526	7	would	would	AUX
epaa-3696	526	8	effectively	effectively	ADV
epaa-3696	526	9	both	both	PRON
epaa-3696	526	10	lessen	lessen	VERB
epaa-3696	526	11	the	the	DET
epaa-3696	526	12	demand	demand	NOUN
epaa-3696	526	13	for	for	ADP
epaa-3696	526	14	teacher	teacher	NOUN
epaa-3696	526	15	hiring	hire	VERB
epaa-3696	526	16	and	and	CCONJ
epaa-3696	526	17	save	save	VERB
epaa-3696	526	18	money	money	NOUN
epaa-3696	526	19	that	that	PRON
epaa-3696	526	20	could	could	AUX
epaa-3696	526	21	be	be	AUX
epaa-3696	526	22	better	well	ADV
epaa-3696	526	23	spent	spend	VERB
epaa-3696	526	24	on	on	ADP
epaa-3696	526	25	mentoring	mentor	VERB
epaa-3696	526	26	and	and	CCONJ
epaa-3696	526	27	other	other	ADJ
epaa-3696	526	28	evidence	evidence	NOUN
epaa-3696	526	29	-	-	PUNCT
epaa-3696	526	30	based	base	VERB
epaa-3696	526	31	approaches	approach	NOUN
epaa-3696	526	32	to	to	ADP
epaa-3696	526	33	supporting	support	VERB
epaa-3696	526	34	teacher	teacher	NOUN
epaa-3696	526	35	development	development	NOUN
epaa-3696	526	36	.	.	PUNCT
epaa-3696	527	1	attrition	attrition	NOUN
epaa-3696	527	2	is	be	AUX
epaa-3696	527	3	one	one	NUM
epaa-3696	527	4	of	of	ADP
epaa-3696	527	5	the	the	DET
epaa-3696	527	6	most	most	ADV
epaa-3696	527	7	important	important	ADJ
epaa-3696	527	8	aspects	aspect	NOUN
epaa-3696	527	9	of	of	ADP
epaa-3696	527	10	demand	demand	NOUN
epaa-3696	527	11	to	to	PART
epaa-3696	527	12	focus	focus	VERB
epaa-3696	527	13	on	on	ADP
epaa-3696	527	14	,	,	PUNCT
epaa-3696	527	15	both	both	CCONJ
epaa-3696	527	16	because	because	SCONJ
epaa-3696	527	17	it	it	PRON
epaa-3696	527	18	is	be	AUX
epaa-3696	527	19	such	such	DET
epaa-3696	527	20	a	a	DET
epaa-3696	527	21	large	large	ADJ
epaa-3696	527	22	component	component	NOUN
epaa-3696	527	23	of	of	ADP
epaa-3696	527	24	demand	demand	NOUN
epaa-3696	527	25	and	and	CCONJ
epaa-3696	527	26	because	because	SCONJ
epaa-3696	527	27	it	it	PRON
epaa-3696	527	28	is	be	AUX
epaa-3696	527	29	policy	policy	NOUN
epaa-3696	527	30	malleable	malleable	ADJ
epaa-3696	527	31	.	.	PUNCT
epaa-3696	528	1	furthermore	furthermore	ADV
epaa-3696	528	2	,	,	PUNCT
epaa-3696	528	3	research	research	NOUN
epaa-3696	528	4	shows	show	VERB
epaa-3696	528	5	that	that	SCONJ
epaa-3696	528	6	stability	stability	NOUN
epaa-3696	528	7	,	,	PUNCT
epaa-3696	528	8	coupled	couple	VERB
epaa-3696	528	9	with	with	ADP
epaa-3696	528	10	shared	share	VERB
epaa-3696	528	11	planning	planning	NOUN
epaa-3696	528	12	and	and	CCONJ
epaa-3696	528	13	collaboration	collaboration	NOUN
epaa-3696	528	14	,	,	PUNCT
epaa-3696	528	15	helps	help	VERB
epaa-3696	528	16	teachers	teacher	NOUN
epaa-3696	528	17	to	to	PART
epaa-3696	528	18	improve	improve	VERB
epaa-3696	528	19	their	their	PRON
epaa-3696	528	20	effectiveness	effectiveness	NOUN
epaa-3696	528	21	(	(	PUNCT
epaa-3696	528	22	jackson	jackson	PROPN
epaa-3696	528	23	&	&	CCONJ
epaa-3696	528	24	bruegmann	bruegmann	PROPN
epaa-3696	528	25	,	,	PUNCT
epaa-3696	528	26	2009	2009	NUM
epaa-3696	528	27	)	)	PUNCT
epaa-3696	528	28	,	,	PUNCT
epaa-3696	528	29	and	and	CCONJ
epaa-3696	528	30	that	that	SCONJ
epaa-3696	528	31	teachers	teacher	VERB
epaa-3696	528	32	an	an	DET
epaa-3696	528	33	analysis	analysis	NOUN
epaa-3696	528	34	of	of	ADP
epaa-3696	528	35	teacher	teacher	NOUN
epaa-3696	528	36	supply	supply	NOUN
epaa-3696	528	37	and	and	CCONJ
epaa-3696	528	38	demand	demand	NOUN
epaa-3696	528	39	in	in	ADP
epaa-3696	528	40	the	the	DET
epaa-3696	528	41	united	united	PROPN
epaa-3696	528	42	states	states	PROPN
epaa-3696	528	43	27	27	NUM
epaa-3696	528	44	improve	improve	VERB
epaa-3696	528	45	more	more	ADV
epaa-3696	528	46	rapidly	rapidly	ADV
epaa-3696	528	47	in	in	ADP
epaa-3696	528	48	supportive	supportive	ADJ
epaa-3696	528	49	and	and	CCONJ
epaa-3696	528	50	collegial	collegial	ADJ
epaa-3696	528	51	working	working	NOUN
epaa-3696	528	52	environments	environment	NOUN
epaa-3696	528	53	(	(	PUNCT
epaa-3696	528	54	kraft	kraft	NOUN
epaa-3696	528	55	&	&	CCONJ
epaa-3696	528	56	papay	papay	PROPN
epaa-3696	528	57	,	,	PUNCT
epaa-3696	528	58	2014	2014	NUM
epaa-3696	528	59	)	)	PUNCT
epaa-3696	528	60	.	.	PUNCT
epaa-3696	529	1	high	high	ADJ
epaa-3696	529	2	teacher	teacher	NOUN
epaa-3696	529	3	turnover	turnover	NOUN
epaa-3696	529	4	undermines	undermine	VERB
epaa-3696	529	5	these	these	DET
epaa-3696	529	6	benefits	benefit	NOUN
epaa-3696	529	7	,	,	PUNCT
epaa-3696	529	8	which	which	PRON
epaa-3696	529	9	arise	arise	VERB
epaa-3696	529	10	through	through	ADP
epaa-3696	529	11	shared	share	VERB
epaa-3696	529	12	knowledge	knowledge	NOUN
epaa-3696	529	13	and	and	CCONJ
epaa-3696	529	14	collaboration	collaboration	NOUN
epaa-3696	529	15	among	among	ADP
epaa-3696	529	16	colleagues	colleague	NOUN
epaa-3696	529	17	.	.	PUNCT
epaa-3696	530	1	reasons	reason	NOUN
epaa-3696	530	2	for	for	ADP
epaa-3696	530	3	attrition	attrition	NOUN
epaa-3696	530	4	of	of	ADP
epaa-3696	530	5	teachers	teacher	NOUN
epaa-3696	530	6	who	who	PRON
epaa-3696	530	7	responded	respond	VERB
epaa-3696	530	8	to	to	ADP
epaa-3696	530	9	the	the	DET
epaa-3696	530	10	sass	sass	NOUN
epaa-3696	530	11	survey	survey	NOUN
epaa-3696	530	12	and	and	CCONJ
epaa-3696	530	13	who	who	PRON
epaa-3696	530	14	left	leave	VERB
epaa-3696	530	15	in	in	ADP
epaa-3696	530	16	the	the	DET
epaa-3696	530	17	year	year	NOUN
epaa-3696	530	18	after	after	ADP
epaa-3696	530	19	2013	2013	NUM
epaa-3696	530	20	,	,	PUNCT
epaa-3696	530	21	only	only	ADV
epaa-3696	530	22	13	13	NUM
epaa-3696	530	23	%	%	NOUN
epaa-3696	530	24	said	say	VERB
epaa-3696	530	25	the	the	DET
epaa-3696	530	26	most	most	ADV
epaa-3696	530	27	important	important	ADJ
epaa-3696	530	28	factor	factor	NOUN
epaa-3696	530	29	for	for	ADP
epaa-3696	530	30	their	their	PRON
epaa-3696	530	31	departure	departure	NOUN
epaa-3696	530	32	was	be	AUX
epaa-3696	530	33	retirement	retirement	NOUN
epaa-3696	530	34	.	.	PUNCT
epaa-3696	531	1	fifty	fifty	NUM
epaa-3696	531	2	-	-	PUNCT
epaa-3696	531	3	five	five	NUM
epaa-3696	531	4	percent	percent	NOUN
epaa-3696	531	5	reported	report	VERB
epaa-3696	531	6	areas	area	NOUN
epaa-3696	531	7	of	of	ADP
epaa-3696	531	8	dissatisfaction	dissatisfaction	NOUN
epaa-3696	531	9	as	as	ADP
epaa-3696	531	10	important	important	ADJ
epaa-3696	531	11	reasons	reason	NOUN
epaa-3696	531	12	for	for	ADP
epaa-3696	531	13	leaving	leave	VERB
epaa-3696	531	14	.	.	PUNCT
epaa-3696	532	1	these	these	DET
epaa-3696	532	2	range	range	NOUN
epaa-3696	532	3	from	from	ADP
epaa-3696	532	4	teaching	teach	VERB
epaa-3696	532	5	conditions	condition	NOUN
epaa-3696	532	6	,	,	PUNCT
epaa-3696	532	7	such	such	ADJ
epaa-3696	532	8	as	as	ADP
epaa-3696	532	9	class	class	NOUN
epaa-3696	532	10	sizes	size	NOUN
epaa-3696	532	11	and	and	CCONJ
epaa-3696	532	12	salaries	salary	NOUN
epaa-3696	532	13	,	,	PUNCT
epaa-3696	532	14	to	to	ADP
epaa-3696	532	15	unhappiness	unhappiness	NOUN
epaa-3696	532	16	with	with	ADP
epaa-3696	532	17	administrative	administrative	ADJ
epaa-3696	532	18	practices	practice	NOUN
epaa-3696	532	19	(	(	PUNCT
epaa-3696	532	20	such	such	ADJ
epaa-3696	532	21	as	as	ADP
epaa-3696	532	22	lack	lack	NOUN
epaa-3696	532	23	of	of	ADP
epaa-3696	532	24	support	support	NOUN
epaa-3696	532	25	,	,	PUNCT
epaa-3696	532	26	classroom	classroom	NOUN
epaa-3696	532	27	autonomy	autonomy	NOUN
epaa-3696	532	28	,	,	PUNCT
epaa-3696	532	29	or	or	CCONJ
epaa-3696	532	30	input	input	NOUN
epaa-3696	532	31	on	on	ADP
epaa-3696	532	32	school	school	NOUN
epaa-3696	532	33	decisions	decision	NOUN
epaa-3696	532	34	)	)	PUNCT
epaa-3696	532	35	to	to	ADP
epaa-3696	532	36	policy	policy	NOUN
epaa-3696	532	37	issues	issue	NOUN
epaa-3696	532	38	,	,	PUNCT
epaa-3696	532	39	such	such	ADJ
epaa-3696	532	40	as	as	ADP
epaa-3696	532	41	the	the	DET
epaa-3696	532	42	effects	effect	NOUN
epaa-3696	532	43	of	of	ADP
epaa-3696	532	44	testing	testing	NOUN
epaa-3696	532	45	and	and	CCONJ
epaa-3696	532	46	accountability	accountability	NOUN
epaa-3696	532	47	.	.	PUNCT
epaa-3696	533	1	accountability	accountability	NOUN
epaa-3696	533	2	pressures	pressure	NOUN
epaa-3696	533	3	related	relate	VERB
epaa-3696	533	4	to	to	ADP
epaa-3696	533	5	test	test	NOUN
epaa-3696	533	6	preparation	preparation	NOUN
epaa-3696	533	7	and	and	CCONJ
epaa-3696	533	8	sanctions	sanction	NOUN
epaa-3696	533	9	for	for	ADP
epaa-3696	533	10	low	low	ADJ
epaa-3696	533	11	performance	performance	NOUN
epaa-3696	533	12	comprised	comprise	VERB
epaa-3696	533	13	the	the	DET
epaa-3696	533	14	most	most	ADV
epaa-3696	533	15	frequently	frequently	ADV
epaa-3696	533	16	cited	cite	VERB
epaa-3696	533	17	area	area	NOUN
epaa-3696	533	18	of	of	ADP
epaa-3696	533	19	dissatisfaction	dissatisfaction	NOUN
epaa-3696	533	20	,	,	PUNCT
epaa-3696	533	21	listed	list	VERB
epaa-3696	533	22	by	by	ADP
epaa-3696	533	23	25	25	NUM
epaa-3696	533	24	%	%	NOUN
epaa-3696	533	25	of	of	ADP
epaa-3696	533	26	teachers	teacher	NOUN
epaa-3696	533	27	who	who	PRON
epaa-3696	533	28	left	leave	VERB
epaa-3696	533	29	(	(	PUNCT
epaa-3696	533	30	nces	nce	NOUN
epaa-3696	533	31	,	,	PUNCT
epaa-3696	533	32	2013	2013	NUM
epaa-3696	533	33	)	)	PUNCT
epaa-3696	533	34	.	.	PUNCT
epaa-3696	534	1	(	(	PUNCT
epaa-3696	534	2	for	for	ADP
epaa-3696	534	3	a	a	DET
epaa-3696	534	4	more	more	ADJ
epaa-3696	534	5	in	in	ADP
epaa-3696	534	6	-	-	PUNCT
epaa-3696	534	7	depth	depth	NOUN
epaa-3696	534	8	analysis	analysis	NOUN
epaa-3696	534	9	,	,	PUNCT
epaa-3696	534	10	see	see	VERB
epaa-3696	534	11	carver	carver	PROPN
epaa-3696	534	12	-	-	PUNCT
epaa-3696	534	13	thomas	thomas	PROPN
epaa-3696	534	14	&	&	CCONJ
epaa-3696	534	15	darling	darling	PROPN
epaa-3696	534	16	-	-	PUNCT
epaa-3696	534	17	hammond	hammond	NOUN
epaa-3696	534	18	,	,	PUNCT
epaa-3696	534	19	this	this	DET
epaa-3696	534	20	issue	issue	NOUN
epaa-3696	534	21	.	.	PUNCT
epaa-3696	534	22	)	)	PUNCT
epaa-3696	535	1	reducing	reduce	VERB
epaa-3696	535	2	attrition	attrition	NOUN
epaa-3696	535	3	from	from	ADP
epaa-3696	535	4	the	the	DET
epaa-3696	535	5	current	current	ADJ
epaa-3696	535	6	8	8	NUM
epaa-3696	535	7	%	%	NOUN
epaa-3696	535	8	to	to	ADP
epaa-3696	535	9	about	about	ADP
epaa-3696	535	10	4%—the	4%—the	DET
epaa-3696	535	11	norm	norm	NOUN
epaa-3696	535	12	in	in	ADP
epaa-3696	535	13	high	high	ADV
epaa-3696	535	14	-	-	PUNCT
epaa-3696	535	15	achieving	achieve	VERB
epaa-3696	535	16	nations	nation	NOUN
epaa-3696	535	17	like	like	ADP
epaa-3696	535	18	finland	finland	PROPN
epaa-3696	535	19	,	,	PUNCT
epaa-3696	535	20	singapore	singapore	PROPN
epaa-3696	535	21	,	,	PUNCT
epaa-3696	535	22	and	and	CCONJ
epaa-3696	535	23	ontario	ontario	PROPN
epaa-3696	535	24	,	,	PUNCT
epaa-3696	535	25	canada	canada	PROPN
epaa-3696	535	26	,	,	PUNCT
epaa-3696	535	27	and	and	CCONJ
epaa-3696	535	28	a	a	DET
epaa-3696	535	29	few	few	ADJ
epaa-3696	535	30	states	state	NOUN
epaa-3696	535	31	—	—	PUNCT
epaa-3696	535	32	could	could	AUX
epaa-3696	535	33	virtually	virtually	ADV
epaa-3696	535	34	eliminate	eliminate	VERB
epaa-3696	535	35	overall	overall	ADJ
epaa-3696	535	36	teacher	teacher	NOUN
epaa-3696	535	37	shortages	shortage	NOUN
epaa-3696	535	38	.	.	PUNCT
epaa-3696	536	1	because	because	SCONJ
epaa-3696	536	2	most	most	ADJ
epaa-3696	536	3	attrition	attrition	NOUN
epaa-3696	536	4	is	be	AUX
epaa-3696	536	5	voluntary	voluntary	ADJ
epaa-3696	536	6	,	,	PUNCT
epaa-3696	536	7	pre	pre	ADJ
epaa-3696	536	8	-	-	ADJ
epaa-3696	536	9	retirement	retirement	ADJ
epaa-3696	536	10	attrition	attrition	NOUN
epaa-3696	536	11	policy	policy	NOUN
epaa-3696	536	12	can	can	AUX
epaa-3696	536	13	have	have	VERB
epaa-3696	536	14	a	a	DET
epaa-3696	536	15	big	big	ADJ
epaa-3696	536	16	impact	impact	NOUN
epaa-3696	536	17	on	on	ADP
epaa-3696	536	18	reducing	reduce	VERB
epaa-3696	536	19	the	the	DET
epaa-3696	536	20	number	number	NOUN
epaa-3696	536	21	of	of	ADP
epaa-3696	536	22	people	people	NOUN
epaa-3696	536	23	who	who	PRON
epaa-3696	536	24	leave	leave	VERB
epaa-3696	536	25	the	the	DET
epaa-3696	536	26	classroom	classroom	NOUN
epaa-3696	536	27	and	and	CCONJ
epaa-3696	536	28	on	on	ADP
epaa-3696	536	29	increasing	increase	VERB
epaa-3696	536	30	the	the	DET
epaa-3696	536	31	number	number	NOUN
epaa-3696	536	32	of	of	ADP
epaa-3696	536	33	those	those	PRON
epaa-3696	536	34	who	who	PRON
epaa-3696	536	35	have	have	AUX
epaa-3696	536	36	left	leave	VERB
epaa-3696	536	37	but	but	CCONJ
epaa-3696	536	38	who	who	PRON
epaa-3696	536	39	later	later	ADV
epaa-3696	536	40	return	return	VERB
epaa-3696	536	41	.	.	PUNCT
epaa-3696	537	1	in	in	ADP
epaa-3696	537	2	the	the	DET
epaa-3696	537	3	next	next	ADJ
epaa-3696	537	4	section	section	NOUN
epaa-3696	537	5	,	,	PUNCT
epaa-3696	537	6	we	we	PRON
epaa-3696	537	7	discuss	discuss	VERB
epaa-3696	537	8	policy	policy	NOUN
epaa-3696	537	9	responses	response	NOUN
epaa-3696	537	10	that	that	SCONJ
epaa-3696	537	11	research	research	NOUN
epaa-3696	537	12	suggests	suggest	VERB
epaa-3696	537	13	can	can	AUX
epaa-3696	537	14	help	help	VERB
epaa-3696	537	15	resolve	resolve	VERB
epaa-3696	537	16	shortages	shortage	NOUN
epaa-3696	537	17	and	and	CCONJ
epaa-3696	537	18	create	create	VERB
epaa-3696	537	19	a	a	DET
epaa-3696	537	20	stable	stable	ADJ
epaa-3696	537	21	,	,	PUNCT
epaa-3696	537	22	long	long	ADJ
epaa-3696	537	23	-	-	PUNCT
epaa-3696	537	24	term	term	NOUN
epaa-3696	537	25	,	,	PUNCT
epaa-3696	537	26	high	high	ADJ
epaa-3696	537	27	-	-	PUNCT
epaa-3696	537	28	quality	quality	NOUN
epaa-3696	537	29	teaching	teaching	NOUN
epaa-3696	537	30	force	force	NOUN
epaa-3696	537	31	.	.	PUNCT
epaa-3696	538	1	discussion	discussion	NOUN
epaa-3696	538	2	while	while	SCONJ
epaa-3696	538	3	policymakers	policymaker	NOUN
epaa-3696	538	4	often	often	ADV
epaa-3696	538	5	focus	focus	VERB
epaa-3696	538	6	on	on	ADP
epaa-3696	538	7	how	how	SCONJ
epaa-3696	538	8	to	to	PART
epaa-3696	538	9	recruit	recruit	VERB
epaa-3696	538	10	more	more	ADJ
epaa-3696	538	11	teachers	teacher	NOUN
epaa-3696	538	12	when	when	SCONJ
epaa-3696	538	13	there	there	PRON
epaa-3696	538	14	are	be	VERB
epaa-3696	538	15	shortages	shortage	NOUN
epaa-3696	538	16	,	,	PUNCT
epaa-3696	538	17	our	our	PRON
epaa-3696	538	18	findings	finding	NOUN
epaa-3696	538	19	suggest	suggest	VERB
epaa-3696	538	20	it	it	PRON
epaa-3696	538	21	is	be	AUX
epaa-3696	538	22	equally	equally	ADV
epaa-3696	538	23	important	important	ADJ
epaa-3696	538	24	to	to	PART
epaa-3696	538	25	recognize	recognize	VERB
epaa-3696	538	26	policies	policy	NOUN
epaa-3696	538	27	that	that	PRON
epaa-3696	538	28	decrease	decrease	VERB
epaa-3696	538	29	teacher	teacher	NOUN
epaa-3696	538	30	attrition	attrition	NOUN
epaa-3696	538	31	.	.	PUNCT
epaa-3696	539	1	cutting	cut	VERB
epaa-3696	539	2	teacher	teacher	NOUN
epaa-3696	539	3	attrition	attrition	NOUN
epaa-3696	539	4	in	in	ADP
epaa-3696	539	5	half	half	NOUN
epaa-3696	539	6	—	—	PUNCT
epaa-3696	539	7	and	and	CCONJ
epaa-3696	539	8	hence	hence	ADV
epaa-3696	539	9	reducing	reduce	VERB
epaa-3696	539	10	teacher	teacher	NOUN
epaa-3696	539	11	demand	demand	NOUN
epaa-3696	539	12	—	—	PUNCT
epaa-3696	539	13	would	would	AUX
epaa-3696	539	14	make	make	VERB
epaa-3696	539	15	our	our	PRON
epaa-3696	539	16	current	current	ADJ
epaa-3696	539	17	supply	supply	NOUN
epaa-3696	539	18	adequate	adequate	ADJ
epaa-3696	539	19	on	on	ADP
epaa-3696	539	20	a	a	DET
epaa-3696	539	21	national	national	ADJ
epaa-3696	539	22	scale	scale	NOUN
epaa-3696	539	23	,	,	PUNCT
epaa-3696	539	24	although	although	SCONJ
epaa-3696	539	25	localized	localized	ADJ
epaa-3696	539	26	shortages	shortage	NOUN
epaa-3696	539	27	could	could	AUX
epaa-3696	539	28	persist	persist	VERB
epaa-3696	539	29	.	.	PUNCT
epaa-3696	540	1	no	no	DET
epaa-3696	540	2	single	single	ADJ
epaa-3696	540	3	policy	policy	NOUN
epaa-3696	540	4	can	can	AUX
epaa-3696	540	5	solve	solve	VERB
epaa-3696	540	6	emerging	emerge	VERB
epaa-3696	540	7	teaching	teaching	NOUN
epaa-3696	540	8	shortages	shortage	NOUN
epaa-3696	540	9	.	.	PUNCT
epaa-3696	541	1	what	what	PRON
epaa-3696	541	2	is	be	AUX
epaa-3696	541	3	needed	need	VERB
epaa-3696	541	4	is	be	AUX
epaa-3696	541	5	a	a	DET
epaa-3696	541	6	comprehensive	comprehensive	ADJ
epaa-3696	541	7	set	set	NOUN
epaa-3696	541	8	of	of	ADP
epaa-3696	541	9	strategies	strategy	NOUN
epaa-3696	541	10	at	at	ADP
epaa-3696	541	11	the	the	DET
epaa-3696	541	12	federal	federal	ADJ
epaa-3696	541	13	,	,	PUNCT
epaa-3696	541	14	state	state	NOUN
epaa-3696	541	15	,	,	PUNCT
epaa-3696	541	16	and	and	CCONJ
epaa-3696	541	17	local	local	ADJ
epaa-3696	541	18	levels	level	NOUN
epaa-3696	541	19	that	that	PRON
epaa-3696	541	20	are	be	AUX
epaa-3696	541	21	focused	focus	VERB
epaa-3696	541	22	on	on	ADP
epaa-3696	541	23	increasing	increase	VERB
epaa-3696	541	24	the	the	DET
epaa-3696	541	25	number	number	NOUN
epaa-3696	541	26	of	of	ADP
epaa-3696	541	27	well	well	ADV
epaa-3696	541	28	-	-	PUNCT
epaa-3696	541	29	prepared	prepare	VERB
epaa-3696	541	30	entrants	entrant	NOUN
epaa-3696	541	31	to	to	ADP
epaa-3696	541	32	the	the	DET
epaa-3696	541	33	field	field	NOUN
epaa-3696	541	34	of	of	ADP
epaa-3696	541	35	teaching	teaching	NOUN
epaa-3696	541	36	,	,	PUNCT
epaa-3696	541	37	directing	direct	VERB
epaa-3696	541	38	them	they	PRON
epaa-3696	541	39	to	to	ADP
epaa-3696	541	40	the	the	DET
epaa-3696	541	41	fields	field	NOUN
epaa-3696	541	42	and	and	CCONJ
epaa-3696	541	43	locations	location	NOUN
epaa-3696	541	44	where	where	SCONJ
epaa-3696	541	45	they	they	PRON
epaa-3696	541	46	are	be	AUX
epaa-3696	541	47	needed	need	VERB
epaa-3696	541	48	,	,	PUNCT
epaa-3696	541	49	and	and	CCONJ
epaa-3696	541	50	plugging	plug	VERB
epaa-3696	541	51	the	the	DET
epaa-3696	541	52	leaky	leaky	ADJ
epaa-3696	541	53	bucket	bucket	NOUN
epaa-3696	541	54	of	of	ADP
epaa-3696	541	55	teacher	teacher	NOUN
epaa-3696	541	56	attrition	attrition	NOUN
epaa-3696	541	57	,	,	PUNCT
epaa-3696	541	58	which	which	PRON
epaa-3696	541	59	has	have	VERB
epaa-3696	541	60	high	high	ADJ
epaa-3696	541	61	costs	cost	NOUN
epaa-3696	541	62	for	for	ADP
epaa-3696	541	63	both	both	DET
epaa-3696	541	64	district	district	NOUN
epaa-3696	541	65	budgets	budget	NOUN
epaa-3696	541	66	and	and	CCONJ
epaa-3696	541	67	student	student	NOUN
epaa-3696	541	68	achievement	achievement	NOUN
epaa-3696	541	69	.	.	PUNCT
epaa-3696	542	1	without	without	ADP
epaa-3696	542	2	policy	policy	NOUN
epaa-3696	542	3	interventions	intervention	NOUN
epaa-3696	542	4	,	,	PUNCT
epaa-3696	542	5	it	it	PRON
epaa-3696	542	6	is	be	AUX
epaa-3696	542	7	likely	likely	ADJ
epaa-3696	542	8	that	that	SCONJ
epaa-3696	542	9	even	even	ADV
epaa-3696	542	10	if	if	SCONJ
epaa-3696	542	11	more	more	ADJ
epaa-3696	542	12	new	new	ADJ
epaa-3696	542	13	candidates	candidate	NOUN
epaa-3696	542	14	—	—	PUNCT
epaa-3696	542	15	heartened	hearten	VERB
epaa-3696	542	16	by	by	ADP
epaa-3696	542	17	reports	report	NOUN
epaa-3696	542	18	of	of	ADP
epaa-3696	542	19	greater	great	ADJ
epaa-3696	542	20	hiring	hiring	NOUN
epaa-3696	542	21	—	—	PUNCT
epaa-3696	542	22	consider	consider	VERB
epaa-3696	542	23	teaching	teaching	NOUN
epaa-3696	542	24	,	,	PUNCT
epaa-3696	542	25	they	they	PRON
epaa-3696	542	26	will	will	AUX
epaa-3696	542	27	fail	fail	VERB
epaa-3696	542	28	to	to	PART
epaa-3696	542	29	choose	choose	VERB
epaa-3696	542	30	the	the	DET
epaa-3696	542	31	fields	field	NOUN
epaa-3696	542	32	in	in	ADP
epaa-3696	542	33	which	which	PRON
epaa-3696	542	34	there	there	PRON
epaa-3696	542	35	are	be	VERB
epaa-3696	542	36	shortages	shortage	NOUN
epaa-3696	542	37	or	or	CCONJ
epaa-3696	542	38	go	go	VERB
epaa-3696	542	39	to	to	ADP
epaa-3696	542	40	the	the	DET
epaa-3696	542	41	high	high	ADJ
epaa-3696	542	42	-	-	PUNCT
epaa-3696	542	43	poverty	poverty	NOUN
epaa-3696	542	44	communities	community	NOUN
epaa-3696	542	45	where	where	SCONJ
epaa-3696	542	46	they	they	PRON
epaa-3696	542	47	are	be	AUX
epaa-3696	542	48	more	more	ADV
epaa-3696	542	49	sorely	sorely	ADV
epaa-3696	542	50	needed	need	VERB
epaa-3696	542	51	.	.	PUNCT
epaa-3696	543	1	furthermore	furthermore	ADV
epaa-3696	543	2	,	,	PUNCT
epaa-3696	543	3	a	a	DET
epaa-3696	543	4	status	status	NOUN
epaa-3696	543	5	quo	quo	NOUN
epaa-3696	543	6	approach	approach	NOUN
epaa-3696	543	7	will	will	AUX
epaa-3696	543	8	not	not	PART
epaa-3696	543	9	leverage	leverage	VERB
epaa-3696	543	10	better	well	ADJ
epaa-3696	543	11	preparation	preparation	NOUN
epaa-3696	543	12	that	that	PRON
epaa-3696	543	13	supports	support	VERB
epaa-3696	543	14	student	student	NOUN
epaa-3696	543	15	achievement	achievement	NOUN
epaa-3696	543	16	or	or	CCONJ
epaa-3696	543	17	stem	stem	VERB
epaa-3696	543	18	turnover	turnover	NOUN
epaa-3696	543	19	where	where	SCONJ
epaa-3696	543	20	it	it	PRON
epaa-3696	543	21	is	be	AUX
epaa-3696	543	22	currently	currently	ADV
epaa-3696	543	23	high	high	ADJ
epaa-3696	543	24	(	(	PUNCT
epaa-3696	543	25	podolsky	podolsky	NOUN
epaa-3696	543	26	,	,	PUNCT
epaa-3696	543	27	kini	kini	PROPN
epaa-3696	543	28	,	,	PUNCT
epaa-3696	543	29	bishop	bishop	PROPN
epaa-3696	543	30	,	,	PUNCT
epaa-3696	543	31	&	&	CCONJ
epaa-3696	543	32	darling	darling	PROPN
epaa-3696	543	33	-	-	PUNCT
epaa-3696	543	34	hammond	hammond	NOUN
epaa-3696	543	35	,	,	PUNCT
epaa-3696	543	36	2016	2016	NUM
epaa-3696	543	37	)	)	PUNCT
epaa-3696	543	38	.	.	PUNCT
epaa-3696	544	1	based	base	VERB
epaa-3696	544	2	on	on	ADP
epaa-3696	544	3	the	the	DET
epaa-3696	544	4	analysis	analysis	NOUN
epaa-3696	544	5	in	in	ADP
epaa-3696	544	6	the	the	DET
epaa-3696	544	7	article	article	NOUN
epaa-3696	544	8	and	and	CCONJ
epaa-3696	544	9	what	what	PRON
epaa-3696	544	10	is	be	AUX
epaa-3696	544	11	known	know	VERB
epaa-3696	544	12	from	from	ADP
epaa-3696	544	13	other	other	ADJ
epaa-3696	544	14	research	research	NOUN
epaa-3696	544	15	on	on	ADP
epaa-3696	544	16	teacher	teacher	NOUN
epaa-3696	544	17	recruitment	recruitment	NOUN
epaa-3696	544	18	and	and	CCONJ
epaa-3696	544	19	retention	retention	NOUN
epaa-3696	544	20	,	,	PUNCT
epaa-3696	544	21	productive	productive	ADJ
epaa-3696	544	22	policies	policy	NOUN
epaa-3696	544	23	could	could	AUX
epaa-3696	544	24	focus	focus	VERB
epaa-3696	544	25	on	on	ADP
epaa-3696	544	26	both	both	PRON
epaa-3696	544	27	enhancing	enhance	VERB
epaa-3696	544	28	the	the	DET
epaa-3696	544	29	supply	supply	NOUN
epaa-3696	544	30	of	of	ADP
epaa-3696	544	31	qualified	qualified	ADJ
epaa-3696	544	32	teachers	teacher	NOUN
epaa-3696	544	33	targeted	target	VERB
epaa-3696	544	34	to	to	ADP
epaa-3696	544	35	high	high	ADJ
epaa-3696	544	36	-	-	PUNCT
epaa-3696	544	37	need	need	NOUN
epaa-3696	544	38	fields	field	NOUN
epaa-3696	544	39	and	and	CCONJ
epaa-3696	544	40	locations	location	NOUN
epaa-3696	544	41	through	through	ADP
epaa-3696	544	42	training	training	NOUN
epaa-3696	544	43	subsidies	subsidy	NOUN
epaa-3696	544	44	and	and	CCONJ
epaa-3696	544	45	high	high	ADJ
epaa-3696	544	46	-	-	PUNCT
epaa-3696	544	47	retention	retention	NOUN
epaa-3696	544	48	pathways	pathway	NOUN
epaa-3696	544	49	,	,	PUNCT
epaa-3696	544	50	and	and	CCONJ
epaa-3696	544	51	improving	improve	VERB
epaa-3696	544	52	teacher	teacher	NOUN
epaa-3696	544	53	retention	retention	NOUN
epaa-3696	544	54	,	,	PUNCT
epaa-3696	544	55	especially	especially	ADV
epaa-3696	544	56	in	in	ADP
epaa-3696	544	57	hard	hard	ADJ
epaa-3696	544	58	-	-	PUNCT
epaa-3696	544	59	to	to	ADP
epaa-3696	544	60	-	-	PUNCT
epaa-3696	544	61	staff	staff	NOUN
epaa-3696	544	62	schools	school	NOUN
epaa-3696	544	63	,	,	PUNCT
epaa-3696	544	64	through	through	ADP
epaa-3696	544	65	more	more	ADV
epaa-3696	544	66	effective	effective	ADJ
epaa-3696	544	67	mentoring	mentoring	NOUN
epaa-3696	544	68	,	,	PUNCT
epaa-3696	544	69	induction	induction	NOUN
epaa-3696	544	70	,	,	PUNCT
epaa-3696	544	71	working	working	NOUN
epaa-3696	544	72	conditions	condition	NOUN
epaa-3696	544	73	,	,	PUNCT
epaa-3696	544	74	and	and	CCONJ
epaa-3696	544	75	career	career	NOUN
epaa-3696	544	76	development	development	NOUN
epaa-3696	544	77	(	(	PUNCT
epaa-3696	544	78	see	see	VERB
epaa-3696	544	79	podolsky	podolsky	NOUN
epaa-3696	544	80	,	,	PUNCT
epaa-3696	544	81	kini	kini	PROPN
epaa-3696	544	82	,	,	PUNCT
epaa-3696	544	83	bishop	bishop	PROPN
epaa-3696	544	84	,	,	PUNCT
epaa-3696	544	85	&	&	CCONJ
epaa-3696	544	86	darling	darling	PROPN
epaa-3696	544	87	-	-	PUNCT
epaa-3696	544	88	hammond	hammond	NOUN
epaa-3696	544	89	,	,	PUNCT
epaa-3696	544	90	this	this	DET
epaa-3696	544	91	issue	issue	NOUN
epaa-3696	544	92	.	.	PUNCT
epaa-3696	544	93	)	)	PUNCT
epaa-3696	545	1	enhancing	enhance	VERB
epaa-3696	545	2	a	a	DET
epaa-3696	545	3	stable	stable	ADJ
epaa-3696	545	4	supply	supply	NOUN
epaa-3696	545	5	of	of	ADP
epaa-3696	545	6	teachers	teacher	NOUN
epaa-3696	545	7	in	in	ADP
epaa-3696	545	8	addition	addition	NOUN
epaa-3696	545	9	to	to	ADP
epaa-3696	545	10	the	the	DET
epaa-3696	545	11	importance	importance	NOUN
epaa-3696	545	12	of	of	ADP
epaa-3696	545	13	salaries	salary	NOUN
epaa-3696	545	14	for	for	ADP
epaa-3696	545	15	recruiting	recruit	VERB
epaa-3696	545	16	and	and	CCONJ
epaa-3696	545	17	retaining	retain	VERB
epaa-3696	545	18	qualified	qualified	ADJ
epaa-3696	545	19	teachers	teacher	NOUN
epaa-3696	545	20	(	(	PUNCT
epaa-3696	545	21	adamson	adamson	PROPN
epaa-3696	545	22	&	&	CCONJ
epaa-3696	545	23	darling	darling	PROPN
epaa-3696	545	24	-	-	PUNCT
epaa-3696	545	25	hammond	hammond	NOUN
epaa-3696	545	26	,	,	PUNCT
epaa-3696	545	27	2012	2012	NUM
epaa-3696	545	28	)	)	PUNCT
epaa-3696	545	29	,	,	PUNCT
epaa-3696	545	30	it	it	PRON
epaa-3696	545	31	is	be	AUX
epaa-3696	545	32	important	important	ADJ
epaa-3696	545	33	to	to	PART
epaa-3696	545	34	enable	enable	VERB
epaa-3696	545	35	teachers	teacher	NOUN
epaa-3696	545	36	to	to	PART
epaa-3696	545	37	afford	afford	VERB
epaa-3696	545	38	a	a	DET
epaa-3696	545	39	high	high	ADJ
epaa-3696	545	40	-	-	PUNCT
epaa-3696	545	41	quality	quality	NOUN
epaa-3696	545	42	education	education	NOUN
epaa-3696	545	43	policy	policy	NOUN
epaa-3696	545	44	analysis	analysis	NOUN
epaa-3696	545	45	archives	archive	NOUN
epaa-3696	545	46	vol	vol	NOUN
epaa-3696	545	47	.	.	PUNCT
epaa-3696	546	1	27	27	NUM
epaa-3696	547	1	no	no	NOUN
epaa-3696	547	2	.	.	NOUN
epaa-3696	547	3	35	35	NUM
epaa-3696	547	4	special	special	ADJ
epaa-3696	547	5	issue	issue	NOUN
epaa-3696	547	6	28	28	NUM
epaa-3696	547	7	preparation	preparation	NOUN
epaa-3696	547	8	for	for	ADP
epaa-3696	547	9	teaching	teach	VERB
epaa-3696	547	10	.	.	PUNCT
epaa-3696	548	1	a	a	DET
epaa-3696	548	2	growing	grow	VERB
epaa-3696	548	3	body	body	NOUN
epaa-3696	548	4	of	of	ADP
epaa-3696	548	5	evidence	evidence	NOUN
epaa-3696	548	6	indicates	indicate	VERB
epaa-3696	548	7	that	that	SCONJ
epaa-3696	548	8	attrition	attrition	NOUN
epaa-3696	548	9	is	be	AUX
epaa-3696	548	10	unusually	unusually	ADV
epaa-3696	548	11	high	high	ADJ
epaa-3696	548	12	for	for	ADP
epaa-3696	548	13	those	those	PRON
epaa-3696	548	14	who	who	PRON
epaa-3696	548	15	lack	lack	VERB
epaa-3696	548	16	preparation	preparation	NOUN
epaa-3696	548	17	for	for	ADP
epaa-3696	548	18	teaching	teaching	NOUN
epaa-3696	548	19	(	(	PUNCT
epaa-3696	548	20	ingersoll	ingersoll	PROPN
epaa-3696	548	21	,	,	PUNCT
epaa-3696	548	22	merrill	merrill	PROPN
epaa-3696	548	23	,	,	PUNCT
epaa-3696	548	24	&	&	CCONJ
epaa-3696	548	25	may	may	AUX
epaa-3696	548	26	,	,	PUNCT
epaa-3696	548	27	2014	2014	NUM
epaa-3696	548	28	;	;	PUNCT
epaa-3696	548	29	marinell	marinell	NOUN
epaa-3696	548	30	,	,	PUNCT
epaa-3696	548	31	buckley	buckley	NOUN
epaa-3696	548	32	,	,	PUNCT
epaa-3696	548	33	scallon	scallon	NOUN
epaa-3696	548	34	,	,	PUNCT
epaa-3696	548	35	&	&	CCONJ
epaa-3696	548	36	tanner	tanner	NOUN
epaa-3696	548	37	,	,	PUNCT
epaa-3696	548	38	2013	2013	NUM
epaa-3696	548	39	)	)	PUNCT
epaa-3696	548	40	.	.	PUNCT
epaa-3696	549	1	several	several	ADJ
epaa-3696	549	2	studies	study	NOUN
epaa-3696	549	3	have	have	AUX
epaa-3696	549	4	found	find	VERB
epaa-3696	549	5	that	that	SCONJ
epaa-3696	549	6	teachers	teacher	NOUN
epaa-3696	549	7	who	who	PRON
epaa-3696	549	8	receive	receive	VERB
epaa-3696	549	9	little	little	ADJ
epaa-3696	549	10	or	or	CCONJ
epaa-3696	549	11	no	no	PRON
epaa-3696	549	12	pedagogical	pedagogical	ADJ
epaa-3696	549	13	training	training	NOUN
epaa-3696	549	14	are	be	AUX
epaa-3696	549	15	two	two	NUM
epaa-3696	549	16	to	to	PART
epaa-3696	549	17	three	three	NUM
epaa-3696	549	18	times	time	NOUN
epaa-3696	549	19	more	more	ADV
epaa-3696	549	20	likely	likely	ADJ
epaa-3696	549	21	to	to	PART
epaa-3696	549	22	leave	leave	VERB
epaa-3696	549	23	teaching	teaching	NOUN
epaa-3696	549	24	after	after	ADP
epaa-3696	549	25	their	their	PRON
epaa-3696	549	26	first	first	ADJ
epaa-3696	549	27	year	year	NOUN
epaa-3696	549	28	than	than	ADP
epaa-3696	549	29	teachers	teacher	NOUN
epaa-3696	549	30	who	who	PRON
epaa-3696	549	31	had	have	AUX
epaa-3696	549	32	received	receive	VERB
epaa-3696	549	33	a	a	DET
epaa-3696	549	34	comprehensive	comprehensive	ADJ
epaa-3696	549	35	preparation	preparation	NOUN
epaa-3696	549	36	(	(	PUNCT
epaa-3696	549	37	gray	gray	ADJ
epaa-3696	549	38	,	,	PUNCT
epaa-3696	549	39	taie	taie	PROPN
epaa-3696	549	40	,	,	PUNCT
epaa-3696	549	41	&	&	CCONJ
epaa-3696	549	42	o’rear	o’rear	ADJ
epaa-3696	549	43	,	,	PUNCT
epaa-3696	549	44	2015	2015	NUM
epaa-3696	549	45	;	;	PUNCT
epaa-3696	549	46	ingersoll	ingersoll	PROPN
epaa-3696	549	47	et	et	PROPN
epaa-3696	549	48	al	al	PROPN
epaa-3696	549	49	.	.	PROPN
epaa-3696	549	50	,	,	PUNCT
epaa-3696	549	51	2014	2014	NUM
epaa-3696	549	52	)	)	PUNCT
epaa-3696	549	53	.	.	PUNCT
epaa-3696	550	1	a	a	DET
epaa-3696	550	2	key	key	ADJ
epaa-3696	550	3	issue	issue	NOUN
epaa-3696	550	4	,	,	PUNCT
epaa-3696	550	5	however	however	ADV
epaa-3696	550	6	,	,	PUNCT
epaa-3696	550	7	is	be	AUX
epaa-3696	550	8	how	how	SCONJ
epaa-3696	550	9	candidates	candidate	NOUN
epaa-3696	550	10	can	can	AUX
epaa-3696	550	11	afford	afford	VERB
epaa-3696	550	12	adequate	adequate	ADJ
epaa-3696	550	13	preparation	preparation	NOUN
epaa-3696	550	14	—	—	PUNCT
epaa-3696	550	15	especially	especially	ADV
epaa-3696	550	16	when	when	SCONJ
epaa-3696	550	17	they	they	PRON
epaa-3696	550	18	may	may	AUX
epaa-3696	550	19	have	have	AUX
epaa-3696	550	20	had	have	AUX
epaa-3696	550	21	to	to	PART
epaa-3696	550	22	go	go	VERB
epaa-3696	550	23	into	into	ADP
epaa-3696	550	24	debt	debt	NOUN
epaa-3696	550	25	to	to	PART
epaa-3696	550	26	prepare	prepare	VERB
epaa-3696	550	27	to	to	PART
epaa-3696	550	28	enter	enter	VERB
epaa-3696	550	29	a	a	DET
epaa-3696	550	30	profession	profession	NOUN
epaa-3696	550	31	that	that	PRON
epaa-3696	550	32	earns	earn	VERB
epaa-3696	550	33	less	less	ADJ
epaa-3696	550	34	than	than	ADP
epaa-3696	550	35	others	other	NOUN
epaa-3696	550	36	.	.	PUNCT
epaa-3696	551	1	research	research	NOUN
epaa-3696	551	2	shows	show	VERB
epaa-3696	551	3	that	that	SCONJ
epaa-3696	551	4	the	the	DET
epaa-3696	551	5	more	more	ADJ
epaa-3696	551	6	debt	debt	NOUN
epaa-3696	551	7	college	college	NOUN
epaa-3696	551	8	students	student	NOUN
epaa-3696	551	9	incur	incur	VERB
epaa-3696	551	10	,	,	PUNCT
epaa-3696	551	11	the	the	PRON
epaa-3696	551	12	less	less	ADV
epaa-3696	551	13	likely	likely	ADJ
epaa-3696	551	14	they	they	PRON
epaa-3696	551	15	are	be	AUX
epaa-3696	551	16	to	to	PART
epaa-3696	551	17	choose	choose	VERB
epaa-3696	551	18	to	to	PART
epaa-3696	551	19	work	work	VERB
epaa-3696	551	20	in	in	ADP
epaa-3696	551	21	a	a	DET
epaa-3696	551	22	lower	low	ADJ
epaa-3696	551	23	wage	wage	NOUN
epaa-3696	551	24	profession	profession	NOUN
epaa-3696	551	25	like	like	ADP
epaa-3696	551	26	teaching	teaching	NOUN
epaa-3696	551	27	.	.	PUNCT
epaa-3696	552	1	the	the	DET
epaa-3696	552	2	influence	influence	NOUN
epaa-3696	552	3	of	of	ADP
epaa-3696	552	4	debt	debt	NOUN
epaa-3696	552	5	on	on	ADP
epaa-3696	552	6	job	job	NOUN
epaa-3696	552	7	choice	choice	NOUN
epaa-3696	552	8	is	be	AUX
epaa-3696	552	9	“	"	PUNCT
epaa-3696	552	10	most	most	ADV
epaa-3696	552	11	notable	notable	ADJ
epaa-3696	552	12	on	on	ADP
epaa-3696	552	13	the	the	DET
epaa-3696	552	14	propensity	propensity	NOUN
epaa-3696	552	15	to	to	PART
epaa-3696	552	16	work	work	VERB
epaa-3696	552	17	in	in	ADP
epaa-3696	552	18	the	the	DET
epaa-3696	552	19	education	education	NOUN
epaa-3696	552	20	industry	industry	NOUN
epaa-3696	552	21	”	"	PUNCT
epaa-3696	552	22	(	(	PUNCT
epaa-3696	552	23	rothstein	rothstein	PROPN
epaa-3696	552	24	&	&	CCONJ
epaa-3696	552	25	rouse	rouse	VERB
epaa-3696	552	26	,	,	PUNCT
epaa-3696	552	27	2011	2011	NUM
epaa-3696	552	28	)	)	PUNCT
epaa-3696	552	29	.	.	PUNCT
epaa-3696	553	1	research	research	NOUN
epaa-3696	553	2	shows	show	VERB
epaa-3696	553	3	that	that	SCONJ
epaa-3696	553	4	service	service	NOUN
epaa-3696	553	5	scholarships	scholarship	NOUN
epaa-3696	553	6	and	and	CCONJ
epaa-3696	553	7	forgivable	forgivable	ADJ
epaa-3696	553	8	loans	loan	NOUN
epaa-3696	553	9	that	that	PRON
epaa-3696	553	10	underwrite	underwrite	VERB
epaa-3696	553	11	the	the	DET
epaa-3696	553	12	cost	cost	NOUN
epaa-3696	553	13	of	of	ADP
epaa-3696	553	14	preparation	preparation	NOUN
epaa-3696	553	15	in	in	ADP
epaa-3696	553	16	exchange	exchange	NOUN
epaa-3696	553	17	for	for	ADP
epaa-3696	553	18	several	several	ADJ
epaa-3696	553	19	years	year	NOUN
epaa-3696	553	20	of	of	ADP
epaa-3696	553	21	service	service	NOUN
epaa-3696	553	22	result	result	NOUN
epaa-3696	553	23	in	in	ADP
epaa-3696	553	24	higher	high	ADJ
epaa-3696	553	25	entry	entry	NOUN
epaa-3696	553	26	rates	rate	NOUN
epaa-3696	553	27	to	to	ADP
epaa-3696	553	28	high	high	ADJ
epaa-3696	553	29	-	-	PUNCT
epaa-3696	553	30	need	need	NOUN
epaa-3696	553	31	fields	field	NOUN
epaa-3696	553	32	and	and	CCONJ
epaa-3696	553	33	locations	location	NOUN
epaa-3696	553	34	,	,	PUNCT
epaa-3696	553	35	and	and	CCONJ
epaa-3696	553	36	stronger	strong	ADJ
epaa-3696	553	37	retention	retention	NOUN
epaa-3696	553	38	(	(	PUNCT
epaa-3696	553	39	podolsky	podolsky	PROPN
epaa-3696	553	40	&	&	CCONJ
epaa-3696	553	41	kini	kini	PROPN
epaa-3696	553	42	,	,	PUNCT
epaa-3696	553	43	2016	2016	NUM
epaa-3696	553	44	)	)	PUNCT
epaa-3696	553	45	.	.	PUNCT
epaa-3696	554	1	supporting	support	VERB
epaa-3696	554	2	teacher	teacher	NOUN
epaa-3696	554	3	retention	retention	NOUN
epaa-3696	554	4	mentoring	mentoring	NOUN
epaa-3696	554	5	and	and	CCONJ
epaa-3696	554	6	induction	induction	NOUN
epaa-3696	554	7	.	.	PUNCT
epaa-3696	555	1	along	along	ADP
epaa-3696	555	2	with	with	ADP
epaa-3696	555	3	comprehensive	comprehensive	ADJ
epaa-3696	555	4	preparation	preparation	NOUN
epaa-3696	555	5	,	,	PUNCT
epaa-3696	555	6	well	well	ADV
epaa-3696	555	7	-	-	PUNCT
epaa-3696	555	8	designed	design	VERB
epaa-3696	555	9	mentoring	mentor	VERB
epaa-3696	555	10	programs	program	NOUN
epaa-3696	555	11	improve	improve	VERB
epaa-3696	555	12	retention	retention	NOUN
epaa-3696	555	13	rates	rate	NOUN
epaa-3696	555	14	for	for	ADP
epaa-3696	555	15	new	new	ADJ
epaa-3696	555	16	teachers	teacher	NOUN
epaa-3696	555	17	,	,	PUNCT
epaa-3696	555	18	as	as	ADV
epaa-3696	555	19	well	well	ADV
epaa-3696	555	20	as	as	ADP
epaa-3696	555	21	their	their	PRON
epaa-3696	555	22	attitudes	attitude	NOUN
epaa-3696	555	23	,	,	PUNCT
epaa-3696	555	24	feelings	feeling	NOUN
epaa-3696	555	25	of	of	ADP
epaa-3696	555	26	efficacy	efficacy	NOUN
epaa-3696	555	27	,	,	PUNCT
epaa-3696	555	28	and	and	CCONJ
epaa-3696	555	29	instructional	instructional	ADJ
epaa-3696	555	30	skills	skill	NOUN
epaa-3696	555	31	(	(	PUNCT
epaa-3696	555	32	california	california	PROPN
epaa-3696	555	33	commission	commission	PROPN
epaa-3696	555	34	on	on	ADP
epaa-3696	555	35	teacher	teacher	NOUN
epaa-3696	555	36	credentialing	credentialing	NOUN
epaa-3696	555	37	,	,	PUNCT
epaa-3696	555	38	2015	2015	NUM
epaa-3696	555	39	;	;	PUNCT
epaa-3696	555	40	hanke	hanke	PROPN
epaa-3696	555	41	,	,	PUNCT
epaa-3696	555	42	chen	chen	PROPN
epaa-3696	555	43	,	,	PUNCT
epaa-3696	555	44	geis	geis	PROPN
epaa-3696	555	45	,	,	PUNCT
epaa-3696	555	46	&	&	CCONJ
epaa-3696	555	47	knepper	knepper	PROPN
epaa-3696	555	48	,	,	PUNCT
epaa-3696	555	49	2000	2000	NUM
epaa-3696	555	50	;	;	PUNCT
epaa-3696	555	51	headden	headden	ADJ
epaa-3696	555	52	,	,	PUNCT
epaa-3696	555	53	2014	2014	NUM
epaa-3696	555	54	;	;	PUNCT
epaa-3696	555	55	ingersoll	ingersoll	PROPN
epaa-3696	555	56	&	&	CCONJ
epaa-3696	555	57	strong	strong	ADJ
epaa-3696	555	58	,	,	PUNCT
epaa-3696	555	59	2011	2011	NUM
epaa-3696	555	60	)	)	PUNCT
epaa-3696	555	61	.	.	PUNCT
epaa-3696	556	1	the	the	DET
epaa-3696	556	2	keys	key	NOUN
epaa-3696	556	3	to	to	ADP
epaa-3696	556	4	success	success	NOUN
epaa-3696	556	5	include	include	VERB
epaa-3696	556	6	having	have	VERB
epaa-3696	556	7	a	a	DET
epaa-3696	556	8	mentor	mentor	NOUN
epaa-3696	556	9	teacher	teacher	NOUN
epaa-3696	556	10	in	in	ADP
epaa-3696	556	11	the	the	DET
epaa-3696	556	12	same	same	ADJ
epaa-3696	556	13	subject	subject	NOUN
epaa-3696	556	14	area	area	NOUN
epaa-3696	556	15	,	,	PUNCT
epaa-3696	556	16	common	common	ADJ
epaa-3696	556	17	planning	planning	NOUN
epaa-3696	556	18	time	time	NOUN
epaa-3696	556	19	with	with	ADP
epaa-3696	556	20	teachers	teacher	NOUN
epaa-3696	556	21	in	in	ADP
epaa-3696	556	22	the	the	DET
epaa-3696	556	23	same	same	ADJ
epaa-3696	556	24	subject	subject	NOUN
epaa-3696	556	25	,	,	PUNCT
epaa-3696	556	26	and	and	CCONJ
epaa-3696	556	27	regularly	regularly	ADV
epaa-3696	556	28	scheduled	schedule	VERB
epaa-3696	556	29	collaboration	collaboration	NOUN
epaa-3696	556	30	with	with	ADP
epaa-3696	556	31	other	other	ADJ
epaa-3696	556	32	teachers	teacher	NOUN
epaa-3696	556	33	.	.	PUNCT
epaa-3696	557	1	beginning	begin	VERB
epaa-3696	557	2	teachers	teacher	NOUN
epaa-3696	557	3	’	'	PUNCT
epaa-3696	557	4	practice	practice	NOUN
epaa-3696	557	5	is	be	AUX
epaa-3696	557	6	enhanced	enhance	VERB
epaa-3696	557	7	further	far	ADV
epaa-3696	557	8	when	when	SCONJ
epaa-3696	557	9	their	their	PRON
epaa-3696	557	10	mentors	mentor	NOUN
epaa-3696	557	11	also	also	ADV
epaa-3696	557	12	receive	receive	VERB
epaa-3696	557	13	formal	formal	ADJ
epaa-3696	557	14	training	training	NOUN
epaa-3696	557	15	and	and	CCONJ
epaa-3696	557	16	are	be	AUX
epaa-3696	557	17	released	release	VERB
epaa-3696	557	18	from	from	ADP
epaa-3696	557	19	some	some	PRON
epaa-3696	557	20	of	of	ADP
epaa-3696	557	21	their	their	PRON
epaa-3696	557	22	own	own	ADJ
epaa-3696	557	23	classroom	classroom	NOUN
epaa-3696	557	24	duties	duty	NOUN
epaa-3696	557	25	to	to	PART
epaa-3696	557	26	provide	provide	VERB
epaa-3696	557	27	one	one	NUM
epaa-3696	557	28	-	-	PUNCT
epaa-3696	557	29	to	to	ADP
epaa-3696	557	30	-	-	PUNCT
epaa-3696	557	31	one	one	NUM
epaa-3696	557	32	observation	observation	NOUN
epaa-3696	557	33	and	and	CCONJ
epaa-3696	557	34	coaching	coaching	NOUN
epaa-3696	557	35	in	in	ADP
epaa-3696	557	36	the	the	DET
epaa-3696	557	37	classroom	classroom	NOUN
epaa-3696	557	38	,	,	PUNCT
epaa-3696	557	39	so	so	SCONJ
epaa-3696	557	40	they	they	PRON
epaa-3696	557	41	can	can	AUX
epaa-3696	557	42	demonstrate	demonstrate	VERB
epaa-3696	557	43	effective	effective	ADJ
epaa-3696	557	44	methods	method	NOUN
epaa-3696	557	45	and	and	CCONJ
epaa-3696	557	46	help	help	VERB
epaa-3696	557	47	new	new	ADJ
epaa-3696	557	48	teachers	teacher	NOUN
epaa-3696	557	49	solve	solve	VERB
epaa-3696	557	50	problems	problem	NOUN
epaa-3696	557	51	of	of	ADP
epaa-3696	557	52	practice	practice	NOUN
epaa-3696	557	53	(	(	PUNCT
epaa-3696	557	54	bartell	bartell	PROPN
epaa-3696	557	55	,	,	PUNCT
epaa-3696	557	56	1995	1995	NUM
epaa-3696	557	57	;	;	PUNCT
epaa-3696	557	58	olebe	olebe	NOUN
epaa-3696	557	59	,	,	PUNCT
epaa-3696	557	60	2001	2001	NUM
epaa-3696	557	61	;	;	PUNCT
epaa-3696	557	62	smith	smith	PROPN
epaa-3696	557	63	&	&	CCONJ
epaa-3696	557	64	ingersoll	ingersoll	PROPN
epaa-3696	557	65	,	,	PUNCT
epaa-3696	557	66	2004	2004	NUM
epaa-3696	557	67	;	;	PUNCT
epaa-3696	557	68	wang	wang	PROPN
epaa-3696	557	69	,	,	PUNCT
epaa-3696	557	70	odell	odell	PROPN
epaa-3696	557	71	&	&	CCONJ
epaa-3696	557	72	schwille	schwille	PROPN
epaa-3696	557	73	,	,	PUNCT
epaa-3696	557	74	2008	2008	NUM
epaa-3696	557	75	)	)	PUNCT
epaa-3696	557	76	.	.	PUNCT
epaa-3696	558	1	improved	improve	VERB
epaa-3696	558	2	teaching	teaching	NOUN
epaa-3696	558	3	conditions	condition	NOUN
epaa-3696	558	4	.	.	PUNCT
epaa-3696	559	1	while	while	SCONJ
epaa-3696	559	2	salaries	salary	NOUN
epaa-3696	559	3	matter	matter	VERB
epaa-3696	559	4	for	for	ADP
epaa-3696	559	5	retention	retention	NOUN
epaa-3696	559	6	as	as	ADV
epaa-3696	559	7	well	well	ADV
epaa-3696	559	8	as	as	ADP
epaa-3696	559	9	recruitment	recruitment	NOUN
epaa-3696	559	10	,	,	PUNCT
epaa-3696	559	11	working	working	NOUN
epaa-3696	559	12	conditions	condition	NOUN
epaa-3696	559	13	are	be	AUX
epaa-3696	559	14	typically	typically	ADV
epaa-3696	559	15	found	find	VERB
epaa-3696	559	16	to	to	PART
epaa-3696	559	17	matter	matter	VERB
epaa-3696	559	18	at	at	ADV
epaa-3696	559	19	least	least	ADJ
epaa-3696	559	20	as	as	ADV
epaa-3696	559	21	much	much	ADJ
epaa-3696	559	22	.	.	PUNCT
epaa-3696	560	1	surveys	survey	NOUN
epaa-3696	560	2	of	of	ADP
epaa-3696	560	3	teachers	teacher	NOUN
epaa-3696	560	4	have	have	AUX
epaa-3696	560	5	long	long	ADV
epaa-3696	560	6	shown	show	VERB
epaa-3696	560	7	that	that	SCONJ
epaa-3696	560	8	teaching	teaching	NOUN
epaa-3696	560	9	conditions	condition	NOUN
epaa-3696	560	10	play	play	VERB
epaa-3696	560	11	a	a	DET
epaa-3696	560	12	major	major	ADJ
epaa-3696	560	13	role	role	NOUN
epaa-3696	560	14	in	in	ADP
epaa-3696	560	15	teachers	teacher	NOUN
epaa-3696	560	16	’	'	PUNCT
epaa-3696	560	17	decisions	decision	NOUN
epaa-3696	560	18	to	to	PART
epaa-3696	560	19	change	change	VERB
epaa-3696	560	20	schools	school	NOUN
epaa-3696	560	21	or	or	CCONJ
epaa-3696	560	22	leave	leave	VERB
epaa-3696	560	23	the	the	DET
epaa-3696	560	24	profession	profession	NOUN
epaa-3696	560	25	.	.	PUNCT
epaa-3696	561	1	the	the	DET
epaa-3696	561	2	relatively	relatively	ADV
epaa-3696	561	3	poor	poor	ADJ
epaa-3696	561	4	teaching	teaching	NOUN
epaa-3696	561	5	conditions	condition	NOUN
epaa-3696	561	6	in	in	ADP
epaa-3696	561	7	many	many	ADJ
epaa-3696	561	8	high	high	ADJ
epaa-3696	561	9	-	-	PUNCT
epaa-3696	561	10	poverty	poverty	NOUN
epaa-3696	561	11	schools	school	NOUN
epaa-3696	561	12	are	be	AUX
epaa-3696	561	13	a	a	DET
epaa-3696	561	14	major	major	ADJ
epaa-3696	561	15	reason	reason	NOUN
epaa-3696	561	16	why	why	SCONJ
epaa-3696	561	17	teachers	teacher	NOUN
epaa-3696	561	18	in	in	ADP
epaa-3696	561	19	these	these	DET
epaa-3696	561	20	schools	school	NOUN
epaa-3696	561	21	are	be	AUX
epaa-3696	561	22	more	more	ADJ
epaa-3696	561	23	than	than	ADP
epaa-3696	561	24	twice	twice	ADV
epaa-3696	561	25	as	as	ADV
epaa-3696	561	26	likely	likely	ADJ
epaa-3696	561	27	to	to	PART
epaa-3696	561	28	leave	leave	VERB
epaa-3696	561	29	due	due	ADP
epaa-3696	561	30	to	to	ADP
epaa-3696	561	31	dissatisfaction	dissatisfaction	NOUN
epaa-3696	561	32	as	as	ADP
epaa-3696	561	33	those	those	PRON
epaa-3696	561	34	in	in	ADP
epaa-3696	561	35	low	low	ADJ
epaa-3696	561	36	-	-	PUNCT
epaa-3696	561	37	poverty	poverty	NOUN
epaa-3696	561	38	schools	school	NOUN
epaa-3696	561	39	(	(	PUNCT
epaa-3696	561	40	darling	darling	NOUN
epaa-3696	561	41	-	-	PUNCT
epaa-3696	561	42	hammond	hammond	NOUN
epaa-3696	561	43	,	,	PUNCT
epaa-3696	561	44	2005	2005	NUM
epaa-3696	561	45	;	;	PUNCT
epaa-3696	561	46	ingersoll	ingersoll	PROPN
epaa-3696	561	47	,	,	PUNCT
epaa-3696	561	48	2001	2001	NUM
epaa-3696	561	49	)	)	PUNCT
epaa-3696	561	50	.	.	PUNCT
epaa-3696	562	1	in	in	ADP
epaa-3696	562	2	addition	addition	NOUN
epaa-3696	562	3	to	to	ADP
epaa-3696	562	4	teaching	teach	VERB
epaa-3696	562	5	loads	load	NOUN
epaa-3696	562	6	and	and	CCONJ
epaa-3696	562	7	resources	resource	NOUN
epaa-3696	562	8	,	,	PUNCT
epaa-3696	562	9	teachers	teacher	NOUN
epaa-3696	562	10	’	'	PUNCT
epaa-3696	562	11	plans	plan	VERB
epaa-3696	562	12	to	to	PART
epaa-3696	562	13	stay	stay	VERB
epaa-3696	562	14	in	in	ADP
epaa-3696	562	15	teaching	teaching	NOUN
epaa-3696	562	16	and	and	CCONJ
epaa-3696	562	17	their	their	PRON
epaa-3696	562	18	reasons	reason	NOUN
epaa-3696	562	19	for	for	ADP
epaa-3696	562	20	actually	actually	ADV
epaa-3696	562	21	having	have	VERB
epaa-3696	562	22	left	leave	VERB
epaa-3696	562	23	are	be	AUX
epaa-3696	562	24	strongly	strongly	ADV
epaa-3696	562	25	associated	associate	VERB
epaa-3696	562	26	with	with	ADP
epaa-3696	562	27	how	how	SCONJ
epaa-3696	562	28	they	they	PRON
epaa-3696	562	29	feel	feel	VERB
epaa-3696	562	30	about	about	ADP
epaa-3696	562	31	administrative	administrative	ADJ
epaa-3696	562	32	support	support	NOUN
epaa-3696	562	33	,	,	PUNCT
epaa-3696	562	34	collegial	collegial	ADJ
epaa-3696	562	35	opportunities	opportunity	NOUN
epaa-3696	562	36	,	,	PUNCT
epaa-3696	562	37	and	and	CCONJ
epaa-3696	562	38	teacher	teacher	NOUN
epaa-3696	562	39	input	input	NOUN
epaa-3696	562	40	into	into	ADP
epaa-3696	562	41	decision	decision	NOUN
epaa-3696	562	42	-	-	PUNCT
epaa-3696	562	43	making	making	NOUN
epaa-3696	562	44	.	.	PUNCT
epaa-3696	563	1	when	when	SCONJ
epaa-3696	563	2	these	these	DET
epaa-3696	563	3	elements	element	NOUN
epaa-3696	563	4	are	be	AUX
epaa-3696	563	5	present	present	ADJ
epaa-3696	563	6	,	,	PUNCT
epaa-3696	563	7	retaining	retain	VERB
epaa-3696	563	8	teachers	teacher	NOUN
epaa-3696	563	9	is	be	AUX
epaa-3696	563	10	easier	easy	ADJ
epaa-3696	563	11	.	.	PUNCT
epaa-3696	564	1	conclusion	conclusion	VERB
epaa-3696	564	2	current	current	ADJ
epaa-3696	564	3	data	datum	NOUN
epaa-3696	564	4	and	and	CCONJ
epaa-3696	564	5	projections	projection	NOUN
epaa-3696	564	6	reveal	reveal	VERB
epaa-3696	564	7	teacher	teacher	NOUN
epaa-3696	564	8	shortages	shortage	NOUN
epaa-3696	564	9	across	across	ADP
epaa-3696	564	10	many	many	ADJ
epaa-3696	564	11	states	state	NOUN
epaa-3696	564	12	,	,	PUNCT
epaa-3696	564	13	communities	community	NOUN
epaa-3696	564	14	,	,	PUNCT
epaa-3696	564	15	and	and	CCONJ
epaa-3696	564	16	subject	subject	ADJ
epaa-3696	564	17	areas	area	NOUN
epaa-3696	564	18	in	in	ADP
epaa-3696	564	19	the	the	DET
epaa-3696	564	20	united	united	PROPN
epaa-3696	564	21	states	states	PROPN
epaa-3696	564	22	that	that	PRON
epaa-3696	564	23	could	could	AUX
epaa-3696	564	24	worsen	worsen	VERB
epaa-3696	564	25	,	,	PUNCT
epaa-3696	564	26	if	if	SCONJ
epaa-3696	564	27	trends	trend	NOUN
epaa-3696	564	28	continue	continue	VERB
epaa-3696	564	29	without	without	ADP
epaa-3696	564	30	policy	policy	NOUN
epaa-3696	564	31	intervention	intervention	NOUN
epaa-3696	564	32	.	.	PUNCT
epaa-3696	565	1	these	these	DET
epaa-3696	565	2	shortages	shortage	NOUN
epaa-3696	565	3	exacerbate	exacerbate	VERB
epaa-3696	565	4	the	the	DET
epaa-3696	565	5	inequitable	inequitable	ADJ
epaa-3696	565	6	distribution	distribution	NOUN
epaa-3696	565	7	of	of	ADP
epaa-3696	565	8	qualified	qualified	ADJ
epaa-3696	565	9	teachers	teacher	NOUN
epaa-3696	565	10	to	to	ADP
epaa-3696	565	11	schools	school	NOUN
epaa-3696	565	12	serving	serve	VERB
epaa-3696	565	13	concentrations	concentration	NOUN
epaa-3696	565	14	of	of	ADP
epaa-3696	565	15	low	low	ADJ
epaa-3696	565	16	-	-	PUNCT
epaa-3696	565	17	income	income	NOUN
epaa-3696	565	18	students	student	NOUN
epaa-3696	565	19	and	and	CCONJ
epaa-3696	565	20	students	student	NOUN
epaa-3696	565	21	of	of	ADP
epaa-3696	565	22	color	color	NOUN
epaa-3696	565	23	.	.	PUNCT
epaa-3696	566	1	concerns	concern	NOUN
epaa-3696	566	2	currently	currently	ADV
epaa-3696	566	3	rising	rise	VERB
epaa-3696	566	4	to	to	ADP
epaa-3696	566	5	the	the	DET
epaa-3696	566	6	attention	attention	NOUN
epaa-3696	566	7	of	of	ADP
epaa-3696	566	8	policymakers	policymaker	NOUN
epaa-3696	566	9	could	could	AUX
epaa-3696	566	10	provide	provide	VERB
epaa-3696	566	11	an	an	DET
epaa-3696	566	12	opportunity	opportunity	NOUN
epaa-3696	566	13	for	for	SCONJ
epaa-3696	566	14	the	the	DET
epaa-3696	566	15	united	united	PROPN
epaa-3696	566	16	states	states	PROPN
epaa-3696	566	17	to	to	PART
epaa-3696	566	18	take	take	VERB
epaa-3696	566	19	a	a	DET
epaa-3696	566	20	long	long	ADJ
epaa-3696	566	21	-	-	PUNCT
epaa-3696	566	22	term	term	NOUN
epaa-3696	566	23	approach	approach	NOUN
epaa-3696	566	24	to	to	ADP
epaa-3696	566	25	establishing	establish	VERB
epaa-3696	566	26	a	a	DET
epaa-3696	566	27	comprehensive	comprehensive	ADJ
epaa-3696	566	28	and	and	CCONJ
epaa-3696	566	29	systematic	systematic	ADJ
epaa-3696	566	30	set	set	NOUN
epaa-3696	566	31	of	of	ADP
epaa-3696	566	32	strategies	strategy	NOUN
epaa-3696	566	33	to	to	PART
epaa-3696	566	34	build	build	VERB
epaa-3696	566	35	a	a	DET
epaa-3696	566	36	stronger	strong	ADJ
epaa-3696	566	37	,	,	PUNCT
epaa-3696	566	38	more	more	ADV
epaa-3696	566	39	stable	stable	ADJ
epaa-3696	566	40	profession	profession	NOUN
epaa-3696	566	41	.	.	PUNCT
epaa-3696	567	1	an	an	DET
epaa-3696	567	2	analysis	analysis	NOUN
epaa-3696	567	3	of	of	ADP
epaa-3696	567	4	teacher	teacher	NOUN
epaa-3696	567	5	supply	supply	NOUN
epaa-3696	567	6	and	and	CCONJ
epaa-3696	567	7	demand	demand	NOUN
epaa-3696	567	8	in	in	ADP
epaa-3696	567	9	the	the	DET
epaa-3696	567	10	united	united	PROPN
epaa-3696	567	11	states	states	PROPN
epaa-3696	567	12	29	29	NUM
epaa-3696	567	13	references	reference	NOUN
epaa-3696	567	14	achinstein	achinstein	NOUN
epaa-3696	567	15	,	,	PUNCT
epaa-3696	567	16	b.	b.	PROPN
epaa-3696	567	17	,	,	PUNCT
epaa-3696	567	18	ogawa	ogawa	PROPN
epaa-3696	567	19	,	,	PUNCT
epaa-3696	567	20	r.	r.	PROPN
epaa-3696	567	21	t.	t.	PROPN
epaa-3696	567	22	,	,	PUNCT
epaa-3696	567	23	sexton	sexton	PROPN
epaa-3696	567	24	,	,	PUNCT
epaa-3696	567	25	d.	d.	PROPN
epaa-3696	567	26	,	,	PUNCT
epaa-3696	567	27	&	&	CCONJ
epaa-3696	567	28	freitas	freitas	PROPN
epaa-3696	567	29	,	,	PUNCT
epaa-3696	567	30	c.	c.	PROPN
epaa-3696	567	31	(	(	PUNCT
epaa-3696	567	32	2010	2010	NUM
epaa-3696	567	33	)	)	PUNCT
epaa-3696	567	34	.	.	PUNCT
epaa-3696	568	1	retaining	retain	VERB
epaa-3696	568	2	teachers	teacher	NOUN
epaa-3696	568	3	of	of	ADP
epaa-3696	568	4	color	color	NOUN
epaa-3696	568	5	:	:	PUNCT
epaa-3696	568	6	a	a	DET
epaa-3696	568	7	pressing	press	VERB
epaa-3696	568	8	problem	problem	NOUN
epaa-3696	568	9	and	and	CCONJ
epaa-3696	568	10	a	a	DET
epaa-3696	568	11	potential	potential	ADJ
epaa-3696	568	12	strategy	strategy	NOUN
epaa-3696	568	13	for	for	ADP
epaa-3696	568	14	“	"	PUNCT
epaa-3696	568	15	hard	hard	ADJ
epaa-3696	568	16	-	-	PUNCT
epaa-3696	568	17	to	to	ADP
epaa-3696	568	18	-	-	PUNCT
epaa-3696	568	19	staff	staff	NOUN
epaa-3696	568	20	”	"	PUNCT
epaa-3696	568	21	schools	school	NOUN
epaa-3696	568	22	.	.	PUNCT
epaa-3696	569	1	review	review	NOUN
epaa-3696	569	2	of	of	ADP
epaa-3696	569	3	educational	educational	ADJ
epaa-3696	569	4	research	research	NOUN
epaa-3696	569	5	,	,	PUNCT
epaa-3696	569	6	80(1	80(1	NUM
epaa-3696	569	7	)	)	PUNCT
epaa-3696	569	8	,	,	PUNCT
epaa-3696	569	9	71–107	71–107	NUM
epaa-3696	569	10	.	.	PUNCT
epaa-3696	569	11	https://doi.org/10.3102/0034654309355994	https://doi.org/10.3102/0034654309355994	ADJ
epaa-3696	569	12	act	act	NOUN
epaa-3696	569	13	.	.	PUNCT
epaa-3696	570	1	(	(	PUNCT
epaa-3696	570	2	2014	2014	NUM
epaa-3696	570	3	)	)	PUNCT
epaa-3696	570	4	.	.	PUNCT
epaa-3696	571	1	the	the	DET
epaa-3696	571	2	condition	condition	NOUN
epaa-3696	571	3	of	of	ADP
epaa-3696	571	4	future	future	ADJ
epaa-3696	571	5	educators	educator	NOUN
epaa-3696	571	6	2014	2014	NUM
epaa-3696	571	7	.	.	PUNCT
epaa-3696	572	1	iowa	iowa	PROPN
epaa-3696	572	2	city	city	PROPN
epaa-3696	572	3	,	,	PUNCT
epaa-3696	572	4	ia	ia	PROPN
epaa-3696	572	5	:	:	PUNCT
epaa-3696	572	6	act	act	PROPN
epaa-3696	572	7	.	.	PUNCT
epaa-3696	573	1	retrieved	retrieve	VERB
epaa-3696	573	2	from	from	ADP
epaa-3696	573	3	http://www.act.org/newsroom/	http://www.act.org/newsroom/	PROPN
epaa-3696	573	4	data/2014	data/2014	NOUN
epaa-3696	573	5	/	/	SYM
epaa-3696	573	6	states	state	NOUN
epaa-3696	573	7	/	/	SYM
epaa-3696	573	8	pdf	pdf	NOUN
epaa-3696	573	9	/	/	SYM
epaa-3696	573	10	futureeducators.pdf	futureeducators.pdf	PROPN
epaa-3696	573	11	adamson	adamson	PROPN
epaa-3696	573	12	,	,	PUNCT
epaa-3696	573	13	f.	f.	PROPN
epaa-3696	573	14	,	,	PUNCT
epaa-3696	573	15	&	&	CCONJ
epaa-3696	573	16	darling	darling	PROPN
epaa-3696	573	17	-	-	PUNCT
epaa-3696	573	18	hammond	hammond	PROPN
epaa-3696	573	19	,	,	PUNCT
epaa-3696	573	20	l.	l.	PROPN
epaa-3696	573	21	(	(	PUNCT
epaa-3696	573	22	2011	2011	NUM
epaa-3696	573	23	)	)	PUNCT
epaa-3696	573	24	.	.	PUNCT
epaa-3696	574	1	speaking	speak	VERB
epaa-3696	574	2	of	of	ADP
epaa-3696	574	3	salaries	salary	NOUN
epaa-3696	574	4	:	:	PUNCT
epaa-3696	574	5	what	what	PRON
epaa-3696	574	6	it	it	PRON
epaa-3696	574	7	will	will	AUX
epaa-3696	574	8	take	take	VERB
epaa-3696	574	9	to	to	PART
epaa-3696	574	10	get	get	VERB
epaa-3696	574	11	qualified	qualified	ADJ
epaa-3696	574	12	,	,	PUNCT
epaa-3696	574	13	effective	effective	ADJ
epaa-3696	574	14	teachers	teacher	NOUN
epaa-3696	574	15	in	in	ADP
epaa-3696	574	16	all	all	DET
epaa-3696	574	17	communities	community	NOUN
epaa-3696	574	18	.	.	PUNCT
epaa-3696	575	1	washington	washington	PROPN
epaa-3696	575	2	,	,	PUNCT
epaa-3696	575	3	dc	dc	PROPN
epaa-3696	575	4	:	:	PUNCT
epaa-3696	575	5	center	center	NOUN
epaa-3696	575	6	for	for	ADP
epaa-3696	575	7	american	american	ADJ
epaa-3696	575	8	progress	progress	NOUN
epaa-3696	575	9	.	.	PUNCT
epaa-3696	576	1	adamson	adamson	PROPN
epaa-3696	576	2	,	,	PUNCT
epaa-3696	576	3	f.	f.	PROPN
epaa-3696	576	4	,	,	PUNCT
epaa-3696	576	5	&	&	CCONJ
epaa-3696	576	6	darling	darling	PROPN
epaa-3696	576	7	-	-	PUNCT
epaa-3696	576	8	hammond	hammond	PROPN
epaa-3696	576	9	,	,	PUNCT
epaa-3696	576	10	l.	l.	PROPN
epaa-3696	576	11	(	(	PUNCT
epaa-3696	576	12	2012	2012	NUM
epaa-3696	576	13	)	)	PUNCT
epaa-3696	576	14	.	.	PUNCT
epaa-3696	577	1	funding	funding	NOUN
epaa-3696	577	2	disparities	disparity	NOUN
epaa-3696	577	3	and	and	CCONJ
epaa-3696	577	4	the	the	DET
epaa-3696	577	5	inequitable	inequitable	ADJ
epaa-3696	577	6	distribution	distribution	NOUN
epaa-3696	577	7	of	of	ADP
epaa-3696	577	8	teachers	teacher	NOUN
epaa-3696	577	9	:	:	PUNCT
epaa-3696	577	10	evaluating	evaluate	VERB
epaa-3696	577	11	sources	source	NOUN
epaa-3696	577	12	and	and	CCONJ
epaa-3696	577	13	solutions	solution	NOUN
epaa-3696	577	14	.	.	PUNCT
epaa-3696	578	1	education	education	NOUN
epaa-3696	578	2	policy	policy	NOUN
epaa-3696	578	3	analysis	analysis	NOUN
epaa-3696	578	4	archives	archive	NOUN
epaa-3696	578	5	,	,	PUNCT
epaa-3696	578	6	20(7	20(7	NUM
epaa-3696	578	7	)	)	PUNCT
epaa-3696	578	8	,	,	PUNCT
epaa-3696	578	9	1–46	1–46	PROPN
epaa-3696	578	10	.	.	PUNCT
epaa-3696	579	1	https://doi.org/10.14507/epaa.v20n37.2012	https://doi.org/10.14507/epaa.v20n37.2012	PROPN
epaa-3696	579	2	aldeman	aldeman	NOUN
epaa-3696	579	3	,	,	PUNCT
epaa-3696	579	4	c.	c.	PROPN
epaa-3696	579	5	(	(	PUNCT
epaa-3696	579	6	september	september	PROPN
epaa-3696	579	7	9th	9th	NOUN
epaa-3696	579	8	,	,	PUNCT
epaa-3696	579	9	2016	2016	NUM
epaa-3696	579	10	)	)	PUNCT
epaa-3696	579	11	.	.	PUNCT
epaa-3696	580	1	there	there	PRON
epaa-3696	580	2	’s	’	VERB
epaa-3696	580	3	a	a	DET
epaa-3696	580	4	huge	huge	ADJ
epaa-3696	580	5	flaw	flaw	NOUN
epaa-3696	580	6	in	in	ADP
epaa-3696	580	7	the	the	DET
epaa-3696	580	8	‘	'	PUNCT
epaa-3696	580	9	teacher	teacher	NOUN
epaa-3696	580	10	shortage	shortage	NOUN
epaa-3696	580	11	’	'	PUNCT
epaa-3696	580	12	data	datum	NOUN
epaa-3696	580	13	.	.	PUNCT
epaa-3696	581	1	educationnext	educationnext	PROPN
epaa-3696	581	2	.	.	PUNCT
epaa-3696	582	1	http://educationnext.org/theres-a-huge-flaw-in-the-teacher-shortage-data/.	http://educationnext.org/theres-a-huge-flaw-in-the-teacher-shortage-data/.	PROPN
epaa-3696	582	2	american	american	PROPN
epaa-3696	582	3	association	association	PROPN
epaa-3696	582	4	for	for	ADP
epaa-3696	582	5	employment	employment	NOUN
epaa-3696	582	6	in	in	ADP
epaa-3696	582	7	education	education	NOUN
epaa-3696	582	8	.	.	PUNCT
epaa-3696	583	1	(	(	PUNCT
epaa-3696	583	2	2017	2017	NUM
epaa-3696	583	3	)	)	PUNCT
epaa-3696	583	4	.	.	PUNCT
epaa-3696	584	1	educator	educator	NOUN
epaa-3696	584	2	supply	supply	NOUN
epaa-3696	584	3	and	and	CCONJ
epaa-3696	584	4	demand	demand	NOUN
epaa-3696	584	5	report	report	NOUN
epaa-3696	584	6	2016	2016	NUM
epaa-3696	584	7	–	–	PUNCT
epaa-3696	584	8	17	17	NUM
epaa-3696	584	9	.	.	PUNCT
epaa-3696	585	1	slippery	slippery	ADJ
epaa-3696	585	2	rock	rock	NOUN
epaa-3696	585	3	,	,	PUNCT
epaa-3696	585	4	pa	pa	PROPN
epaa-3696	585	5	:	:	PUNCT
epaa-3696	585	6	american	american	PROPN
epaa-3696	585	7	association	association	PROPN
epaa-3696	585	8	for	for	ADP
epaa-3696	585	9	employment	employment	NOUN
epaa-3696	585	10	in	in	ADP
epaa-3696	585	11	education	education	NOUN
epaa-3696	585	12	.	.	PUNCT
epaa-3696	586	1	antonucci	antonucci	PROPN
epaa-3696	586	2	,	,	PUNCT
epaa-3696	586	3	m.	m.	NOUN
epaa-3696	586	4	(	(	PUNCT
epaa-3696	586	5	september	september	PROPN
epaa-3696	586	6	20th	20th	NOUN
epaa-3696	586	7	,	,	PUNCT
epaa-3696	586	8	2016	2016	NUM
epaa-3696	586	9	)	)	PUNCT
epaa-3696	586	10	.	.	PUNCT
epaa-3696	587	1	analysis	analysis	NOUN
epaa-3696	587	2	:	:	PUNCT
epaa-3696	587	3	new	new	ADJ
epaa-3696	587	4	warnings	warning	NOUN
epaa-3696	587	5	of	of	ADP
epaa-3696	587	6	teacher	teacher	NOUN
epaa-3696	587	7	shortage	shortage	NOUN
epaa-3696	587	8	sound	sound	NOUN
epaa-3696	587	9	like	like	ADP
epaa-3696	587	10	déjà	déjà	VERB
epaa-3696	587	11	vu	vu	X
epaa-3696	587	12	all	all	ADV
epaa-3696	587	13	over	over	ADV
epaa-3696	587	14	again	again	ADV
epaa-3696	587	15	.	.	PUNCT
epaa-3696	588	1	the74	the74	PROPN
epaa-3696	588	2	.	.	PUNCT
epaa-3696	589	1	https://www.the74million.org/article/analysis-new-warnings-of-teachershortage-sound-like-deja-vu-all-over-again/	https://www.the74million.org/article/analysis-new-warnings-of-teachershortage-sound-like-deja-vu-all-over-again/	PROPN
epaa-3696	589	2	arizona	arizona	PROPN
epaa-3696	589	3	department	department	PROPN
epaa-3696	589	4	of	of	ADP
epaa-3696	589	5	education	education	NOUN
epaa-3696	589	6	,	,	PUNCT
epaa-3696	589	7	educator	educator	NOUN
epaa-3696	589	8	recruitment	recruitment	NOUN
epaa-3696	589	9	&	&	CCONJ
epaa-3696	589	10	retention	retention	NOUN
epaa-3696	589	11	task	task	NOUN
epaa-3696	589	12	force	force	NOUN
epaa-3696	589	13	.	.	PUNCT
epaa-3696	590	1	(	(	PUNCT
epaa-3696	590	2	2015	2015	NUM
epaa-3696	590	3	)	)	PUNCT
epaa-3696	590	4	.	.	PUNCT
epaa-3696	591	1	educator	educator	NOUN
epaa-3696	591	2	retention	retention	NOUN
epaa-3696	591	3	and	and	CCONJ
epaa-3696	591	4	recruitment	recruitment	NOUN
epaa-3696	591	5	report	report	NOUN
epaa-3696	591	6	.	.	PUNCT
epaa-3696	592	1	phoenix	phoenix	PROPN
epaa-3696	592	2	,	,	PUNCT
epaa-3696	592	3	az	az	PROPN
epaa-3696	592	4	:	:	PUNCT
epaa-3696	592	5	arizona	arizona	PROPN
epaa-3696	592	6	department	department	PROPN
epaa-3696	592	7	of	of	ADP
epaa-3696	592	8	education	education	PROPN
epaa-3696	592	9	.	.	PUNCT
epaa-3696	593	1	arizona	arizona	PROPN
epaa-3696	593	2	school	school	NOUN
epaa-3696	593	3	personnel	personnel	NOUN
epaa-3696	593	4	administrators	administrator	NOUN
epaa-3696	593	5	association	association	PROPN
epaa-3696	593	6	.	.	PUNCT
epaa-3696	594	1	(	(	PUNCT
epaa-3696	594	2	2016	2016	NUM
epaa-3696	594	3	)	)	PUNCT
epaa-3696	594	4	.	.	PUNCT
epaa-3696	595	1	aspaa	aspaa	NOUN
epaa-3696	595	2	teacher	teacher	NOUN
epaa-3696	595	3	shortage	shortage	NOUN
epaa-3696	595	4	survey	survey	NOUN
epaa-3696	595	5	results	result	NOUN
epaa-3696	595	6	.	.	PUNCT
epaa-3696	596	1	glendale	glendale	PROPN
epaa-3696	596	2	,	,	PUNCT
epaa-3696	596	3	az	az	PROPN
epaa-3696	596	4	:	:	PUNCT
epaa-3696	596	5	author	author	NOUN
epaa-3696	596	6	.	.	PUNCT
epaa-3696	597	1	retrieved	retrieve	VERB
epaa-3696	597	2	from	from	ADP
epaa-3696	597	3	http://www.arizonaea.org/assets/document/az/aspaa_surveyresults_teachershortage	http://www.arizonaea.org/assets/document/az/aspaa_surveyresults_teachershortage	PROPN
epaa-3696	597	4	09-06-16.pdf	09-06-16.pdf	PROPN
epaa-3696	597	5	.	.	PUNCT
epaa-3696	598	1	barshay	barshay	PROPN
epaa-3696	598	2	,	,	PUNCT
epaa-3696	598	3	j.	j.	PROPN
epaa-3696	598	4	(	(	PUNCT
epaa-3696	598	5	2016	2016	NUM
epaa-3696	598	6	,	,	PUNCT
epaa-3696	598	7	april	april	PROPN
epaa-3696	598	8	25	25	NUM
epaa-3696	598	9	)	)	PUNCT
epaa-3696	598	10	.	.	PUNCT
epaa-3696	599	1	cries	cry	VERB
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epaa-3696	604	7	)	)	PUNCT
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epaa-3696	606	4	,	,	PUNCT
epaa-3696	606	5	22(4	22(4	NUM
epaa-3696	606	6	)	)	PUNCT
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epaa-3696	606	9	.	.	PUNCT
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epaa-3696	606	13	,	,	PUNCT
epaa-3696	606	14	a.	a.	PROPN
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epaa-3696	606	22	)	)	PUNCT
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epaa-3696	607	11	.	.	PUNCT
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epaa-3696	608	2	,	,	PUNCT
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epaa-3696	608	9	.	.	PUNCT
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epaa-3696	609	6	,	,	PUNCT
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epaa-3696	609	17	(	(	PUNCT
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epaa-3696	609	19	)	)	PUNCT
epaa-3696	609	20	.	.	PUNCT
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epaa-3696	611	7	,	,	PUNCT
epaa-3696	611	8	24(1	24(1	NUM
epaa-3696	611	9	)	)	PUNCT
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epaa-3696	611	12	.	.	PUNCT
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epaa-3696	612	3	,	,	PUNCT
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epaa-3696	612	7	,	,	PUNCT
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epaa-3696	612	10	)	)	PUNCT
epaa-3696	612	11	.	.	PUNCT
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epaa-3696	614	6	from	from	ADP
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epaa-3696	615	1	(	(	PUNCT
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epaa-3696	615	3	)	)	PUNCT
epaa-3696	615	4	.	.	PUNCT
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epaa-3696	616	2	on	on	ADP
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epaa-3696	616	4	teacher	teacher	NOUN
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epaa-3696	616	6	.	.	PUNCT
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epaa-3696	617	2	,	,	PUNCT
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epaa-3696	618	10	.	.	PUNCT
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epaa-3696	619	6	:	:	PUNCT
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epaa-3696	619	11	.	.	PUNCT
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epaa-3696	620	2	:	:	PUNCT
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epaa-3696	635	17	]	]	PUNCT
epaa-3696	635	18	.	.	PUNCT
epaa-3696	636	1	retrieved	retrieve	VERB
epaa-3696	636	2	from	from	ADP
epaa-3696	636	3	https://www.cta.org/en/about-cta/newsroom/press-releases.aspx	https://www.cta.org/en/about-cta/newsroom/press-releases.aspx	NOUN
epaa-3696	636	4	carroll	carroll	NOUN
epaa-3696	636	5	,	,	PUNCT
epaa-3696	636	6	t.	t.	PROPN
epaa-3696	636	7	g.	g.	PROPN
epaa-3696	636	8	(	(	PUNCT
epaa-3696	636	9	2007	2007	NUM
epaa-3696	636	10	)	)	PUNCT
epaa-3696	636	11	.	.	PUNCT
epaa-3696	637	1	the	the	DET
epaa-3696	637	2	high	high	ADJ
epaa-3696	637	3	cost	cost	NOUN
epaa-3696	637	4	of	of	ADP
epaa-3696	637	5	teacher	teacher	NOUN
epaa-3696	637	6	turnover	turnover	NOUN
epaa-3696	637	7	[	[	X
epaa-3696	637	8	policy	policy	NOUN
epaa-3696	637	9	brief	brief	NOUN
epaa-3696	637	10	]	]	X
epaa-3696	637	11	.	.	PUNCT
epaa-3696	638	1	washington	washington	PROPN
epaa-3696	638	2	,	,	PUNCT
epaa-3696	638	3	dc	dc	PROPN
epaa-3696	638	4	:	:	PUNCT
epaa-3696	638	5	national	national	PROPN
epaa-3696	638	6	commission	commission	PROPN
epaa-3696	638	7	on	on	ADP
epaa-3696	638	8	teaching	teaching	NOUN
epaa-3696	638	9	and	and	CCONJ
epaa-3696	638	10	america	america	PROPN
epaa-3696	638	11	’s	’s	PART
epaa-3696	638	12	future	future	NOUN
epaa-3696	638	13	.	.	PUNCT
epaa-3696	639	1	retrieved	retrieve	VERB
epaa-3696	639	2	from	from	ADP
epaa-3696	639	3	https://nctaf.org/wpcontent/uploads/nctafcostofteacherturnoverpolicybrief.pdf	https://nctaf.org/wpcontent/uploads/nctafcostofteacherturnoverpolicybrief.pdf	PROPN
epaa-3696	639	4	carroll	carroll	PROPN
epaa-3696	639	5	,	,	PUNCT
epaa-3696	639	6	s.	s.	PROPN
epaa-3696	639	7	,	,	PUNCT
epaa-3696	639	8	reichardt	reichardt	PROPN
epaa-3696	639	9	,	,	PUNCT
epaa-3696	639	10	r.	r.	PROPN
epaa-3696	639	11	,	,	PUNCT
epaa-3696	639	12	&	&	CCONJ
epaa-3696	639	13	guarino	guarino	PROPN
epaa-3696	639	14	,	,	PUNCT
epaa-3696	639	15	c.	c.	NOUN
epaa-3696	639	16	m.	m.	NOUN
epaa-3696	639	17	(	(	PUNCT
epaa-3696	639	18	2000	2000	NUM
epaa-3696	639	19	)	)	PUNCT
epaa-3696	639	20	.	.	PUNCT
epaa-3696	640	1	the	the	DET
epaa-3696	640	2	distribution	distribution	NOUN
epaa-3696	640	3	of	of	ADP
epaa-3696	640	4	teachers	teacher	NOUN
epaa-3696	640	5	among	among	ADP
epaa-3696	640	6	california	california	PROPN
epaa-3696	640	7	’s	’s	PART
epaa-3696	640	8	school	school	NOUN
epaa-3696	640	9	districts	district	NOUN
epaa-3696	640	10	and	and	CCONJ
epaa-3696	640	11	schools	school	NOUN
epaa-3696	640	12	.	.	PUNCT
epaa-3696	641	1	santa	santa	PROPN
epaa-3696	641	2	monica	monica	PROPN
epaa-3696	641	3	,	,	PUNCT
epaa-3696	641	4	ca	can	AUX
epaa-3696	641	5	:	:	PUNCT
epaa-3696	641	6	rand	rand	NOUN
epaa-3696	641	7	corporation	corporation	NOUN
epaa-3696	641	8	.	.	PUNCT
epaa-3696	642	1	retrieved	retrieve	VERB
epaa-3696	642	2	from	from	ADP
epaa-3696	642	3	http://www.dtic.mil/dtic/tr/fulltext/u2/	http://www.dtic.mil/dtic/tr/fulltext/u2/	PROPN
epaa-3696	642	4	a384997.pdf	a384997.pdf	PROPN
epaa-3696	642	5	carver	carver	PROPN
epaa-3696	642	6	-	-	PUNCT
epaa-3696	642	7	thomas	thomas	PROPN
epaa-3696	642	8	,	,	PUNCT
epaa-3696	642	9	d.	d.	PROPN
epaa-3696	642	10	&	&	CCONJ
epaa-3696	642	11	darling	darling	PROPN
epaa-3696	642	12	-	-	PUNCT
epaa-3696	642	13	hammond	hammond	PROPN
epaa-3696	642	14	,	,	PUNCT
epaa-3696	642	15	l.	l.	PROPN
epaa-3696	642	16	(	(	PUNCT
epaa-3696	642	17	2017a	2017a	NUM
epaa-3696	642	18	)	)	PUNCT
epaa-3696	642	19	.	.	PUNCT
epaa-3696	643	1	addressing	address	VERB
epaa-3696	643	2	california	california	PROPN
epaa-3696	643	3	’s	’s	PART
epaa-3696	643	4	growing	grow	VERB
epaa-3696	643	5	teacher	teacher	NOUN
epaa-3696	643	6	shortage	shortage	NOUN
epaa-3696	643	7	:	:	PUNCT
epaa-3696	643	8	2017	2017	NUM
epaa-3696	643	9	update	update	NOUN
epaa-3696	643	10	.	.	PUNCT
epaa-3696	644	1	palo	palo	PROPN
epaa-3696	644	2	alto	alto	PROPN
epaa-3696	644	3	,	,	PUNCT
epaa-3696	644	4	ca	can	AUX
epaa-3696	644	5	:	:	PUNCT
epaa-3696	644	6	learning	learn	VERB
epaa-3696	644	7	policy	policy	NOUN
epaa-3696	644	8	institute	institute	PROPN
epaa-3696	644	9	.	.	PUNCT
epaa-3696	645	1	carver	carver	PROPN
epaa-3696	645	2	-	-	PUNCT
epaa-3696	645	3	thomas	thomas	PROPN
epaa-3696	645	4	,	,	PUNCT
epaa-3696	645	5	d.	d.	PROPN
epaa-3696	645	6	&	&	CCONJ
epaa-3696	645	7	darling	darling	PROPN
epaa-3696	645	8	-	-	PUNCT
epaa-3696	645	9	hammond	hammond	PROPN
epaa-3696	645	10	,	,	PUNCT
epaa-3696	645	11	l.	l.	PROPN
epaa-3696	645	12	(	(	PUNCT
epaa-3696	645	13	2017b	2017b	NUM
epaa-3696	645	14	)	)	PUNCT
epaa-3696	645	15	.	.	PUNCT
epaa-3696	646	1	teacher	teacher	NOUN
epaa-3696	646	2	turnover	turnover	NOUN
epaa-3696	646	3	:	:	PUNCT
epaa-3696	646	4	why	why	SCONJ
epaa-3696	646	5	it	it	PRON
epaa-3696	646	6	matters	matter	VERB
epaa-3696	646	7	and	and	CCONJ
epaa-3696	646	8	what	what	PRON
epaa-3696	646	9	we	we	PRON
epaa-3696	646	10	can	can	AUX
epaa-3696	646	11	do	do	VERB
epaa-3696	646	12	about	about	ADP
epaa-3696	646	13	it	it	PRON
epaa-3696	646	14	.	.	PUNCT
epaa-3696	647	1	palo	palo	PROPN
epaa-3696	647	2	alto	alto	PROPN
epaa-3696	647	3	,	,	PUNCT
epaa-3696	647	4	ca	can	AUX
epaa-3696	647	5	:	:	PUNCT
epaa-3696	647	6	learning	learn	VERB
epaa-3696	647	7	policy	policy	NOUN
epaa-3696	647	8	institute	institute	PROPN
epaa-3696	647	9	.	.	PUNCT
epaa-3696	648	1	chapman	chapman	PROPN
epaa-3696	648	2	,	,	PUNCT
epaa-3696	648	3	c.	c.	PROPN
epaa-3696	648	4	,	,	PUNCT
epaa-3696	648	5	laird	laird	PROPN
epaa-3696	648	6	,	,	PUNCT
epaa-3696	648	7	j.	j.	PROPN
epaa-3696	648	8	,	,	PUNCT
epaa-3696	648	9	and	and	CCONJ
epaa-3696	648	10	kewalramani	kewalramani	PROPN
epaa-3696	648	11	,	,	PUNCT
epaa-3696	648	12	a.	a.	NOUN
epaa-3696	648	13	(	(	PUNCT
epaa-3696	648	14	2010	2010	NUM
epaa-3696	648	15	)	)	PUNCT
epaa-3696	648	16	.	.	PUNCT
epaa-3696	649	1	trends	trend	NOUN
epaa-3696	649	2	in	in	ADP
epaa-3696	649	3	high	high	ADJ
epaa-3696	649	4	school	school	NOUN
epaa-3696	649	5	dropout	dropout	NOUN
epaa-3696	649	6	and	and	CCONJ
epaa-3696	649	7	completion	completion	NOUN
epaa-3696	649	8	rates	rate	NOUN
epaa-3696	649	9	in	in	ADP
epaa-3696	649	10	the	the	DET
epaa-3696	649	11	united	united	PROPN
epaa-3696	649	12	states	states	PROPN
epaa-3696	649	13	:	:	PUNCT
epaa-3696	650	1	1972–2008	1972–2008	NUM
epaa-3696	650	2	.	.	PUNCT
epaa-3696	651	1	washington	washington	PROPN
epaa-3696	651	2	,	,	PUNCT
epaa-3696	651	3	dc	dc	PROPN
epaa-3696	651	4	:	:	PUNCT
epaa-3696	651	5	u.s	u.s	PROPN
epaa-3696	651	6	.	.	PROPN
epaa-3696	651	7	department	department	PROPN
epaa-3696	651	8	of	of	ADP
epaa-3696	651	9	education	education	NOUN
epaa-3696	651	10	.	.	PUNCT
epaa-3696	652	1	cooperative	cooperative	ADJ
epaa-3696	652	2	institutional	institutional	ADJ
epaa-3696	652	3	research	research	NOUN
epaa-3696	652	4	program	program	NOUN
epaa-3696	652	5	,	,	PUNCT
epaa-3696	652	6	ucla	ucla	NOUN
epaa-3696	652	7	higher	high	ADJ
epaa-3696	652	8	education	education	PROPN
epaa-3696	652	9	research	research	PROPN
epaa-3696	652	10	institute	institute	PROPN
epaa-3696	652	11	.	.	PUNCT
epaa-3696	653	1	(	(	PUNCT
epaa-3696	653	2	2016	2016	NUM
epaa-3696	653	3	)	)	PUNCT
epaa-3696	653	4	.	.	PUNCT
epaa-3696	654	1	backgrounds	background	NOUN
epaa-3696	654	2	and	and	CCONJ
epaa-3696	654	3	beliefs	belief	NOUN
epaa-3696	654	4	of	of	ADP
epaa-3696	654	5	college	college	NOUN
epaa-3696	654	6	freshmen	freshman	NOUN
epaa-3696	654	7	.	.	PUNCT
epaa-3696	655	1	(	(	PUNCT
epaa-3696	655	2	2016	2016	NUM
epaa-3696	655	3	)	)	PUNCT
epaa-3696	655	4	.	.	PUNCT
epaa-3696	656	1	los	los	PROPN
epaa-3696	656	2	angeles	angeles	PROPN
epaa-3696	656	3	,	,	PUNCT
epaa-3696	656	4	ca	ca	PROPN
epaa-3696	656	5	:	:	PUNCT
epaa-3696	656	6	university	university	PROPN
epaa-3696	656	7	of	of	ADP
epaa-3696	656	8	california	california	PROPN
epaa-3696	656	9	.	.	PUNCT
epaa-3696	657	1	available	available	ADJ
epaa-3696	657	2	from	from	ADP
epaa-3696	657	3	the	the	DET
epaa-3696	657	4	chronicle	chronicle	NOUN
epaa-3696	657	5	of	of	ADP
epaa-3696	657	6	higher	high	ADJ
epaa-3696	657	7	education	education	NOUN
epaa-3696	657	8	.	.	PUNCT
epaa-3696	658	1	http://chronicle.com/interactives/freshmen-survey	http://chronicle.com/interactives/freshmen-survey	ADJ
epaa-3696	658	2	darling	darling	NOUN
epaa-3696	658	3	-	-	PUNCT
epaa-3696	658	4	hammond	hammond	PROPN
epaa-3696	658	5	,	,	PUNCT
epaa-3696	658	6	l.	l.	PROPN
epaa-3696	658	7	(	(	PUNCT
epaa-3696	658	8	2000	2000	NUM
epaa-3696	658	9	)	)	PUNCT
epaa-3696	658	10	.	.	PUNCT
epaa-3696	659	1	solving	solve	VERB
epaa-3696	659	2	the	the	DET
epaa-3696	659	3	dilemmas	dilemma	NOUN
epaa-3696	659	4	of	of	ADP
epaa-3696	659	5	teacher	teacher	NOUN
epaa-3696	659	6	supply	supply	NOUN
epaa-3696	659	7	,	,	PUNCT
epaa-3696	659	8	demand	demand	NOUN
epaa-3696	659	9	,	,	PUNCT
epaa-3696	659	10	and	and	CCONJ
epaa-3696	659	11	standards	standard	NOUN
epaa-3696	659	12	:	:	PUNCT
epaa-3696	659	13	how	how	SCONJ
epaa-3696	659	14	we	we	PRON
epaa-3696	659	15	can	can	AUX
epaa-3696	659	16	ensure	ensure	VERB
epaa-3696	659	17	a	a	DET
epaa-3696	659	18	competent	competent	ADJ
epaa-3696	659	19	,	,	PUNCT
epaa-3696	659	20	caring	caring	ADJ
epaa-3696	659	21	,	,	PUNCT
epaa-3696	659	22	and	and	CCONJ
epaa-3696	659	23	qualified	qualified	ADJ
epaa-3696	659	24	teacher	teacher	NOUN
epaa-3696	659	25	for	for	ADP
epaa-3696	659	26	every	every	DET
epaa-3696	659	27	child	child	NOUN
epaa-3696	659	28	.	.	PUNCT
epaa-3696	660	1	kutztown	kutztown	PROPN
epaa-3696	660	2	,	,	PUNCT
epaa-3696	660	3	pa	pa	PROPN
epaa-3696	660	4	:	:	PUNCT
epaa-3696	660	5	national	national	PROPN
epaa-3696	660	6	commission	commission	PROPN
epaa-3696	660	7	on	on	ADP
epaa-3696	660	8	teaching	teaching	NOUN
epaa-3696	660	9	and	and	CCONJ
epaa-3696	660	10	america	america	PROPN
epaa-3696	660	11	’s	’s	PART
epaa-3696	660	12	future	future	NOUN
epaa-3696	660	13	.	.	PUNCT
epaa-3696	661	1	retrieved	retrieve	VERB
epaa-3696	661	2	from	from	ADP
epaa-3696	661	3	http://nctaf.org/wpcontent/uploads/2012/01/supply-demand-standards.pdf	http://nctaf.org/wpcontent/uploads/2012/01/supply-demand-standards.pdf	PROPN
epaa-3696	661	4	darling	darling	NOUN
epaa-3696	661	5	-	-	PUNCT
epaa-3696	661	6	hammond	hammond	PROPN
epaa-3696	661	7	,	,	PUNCT
epaa-3696	661	8	l.	l.	PROPN
epaa-3696	661	9	(	(	PUNCT
epaa-3696	661	10	2003	2003	NUM
epaa-3696	661	11	)	)	PUNCT
epaa-3696	661	12	.	.	PUNCT
epaa-3696	662	1	keeping	keep	VERB
epaa-3696	662	2	good	good	ADJ
epaa-3696	662	3	teachers	teacher	NOUN
epaa-3696	662	4	:	:	PUNCT
epaa-3696	662	5	why	why	SCONJ
epaa-3696	662	6	it	it	PRON
epaa-3696	662	7	matters	matter	VERB
epaa-3696	662	8	,	,	PUNCT
epaa-3696	662	9	what	what	PRON
epaa-3696	662	10	leaders	leader	NOUN
epaa-3696	662	11	can	can	AUX
epaa-3696	662	12	do	do	VERB
epaa-3696	662	13	.	.	PUNCT
epaa-3696	663	1	educational	educational	ADJ
epaa-3696	663	2	leadership	leadership	NOUN
epaa-3696	663	3	,	,	PUNCT
epaa-3696	663	4	60(8	60(8	NUM
epaa-3696	663	5	)	)	PUNCT
epaa-3696	663	6	,	,	PUNCT
epaa-3696	663	7	6–13	6–13	NOUN
epaa-3696	663	8	.	.	PUNCT
epaa-3696	664	1	darling	darling	NOUN
epaa-3696	664	2	-	-	PUNCT
epaa-3696	664	3	hammond	hammond	PROPN
epaa-3696	664	4	,	,	PUNCT
epaa-3696	664	5	l.	l.	PROPN
epaa-3696	664	6	(	(	PUNCT
epaa-3696	664	7	2010a	2010a	NUM
epaa-3696	664	8	)	)	PUNCT
epaa-3696	664	9	.	.	PUNCT
epaa-3696	665	1	the	the	DET
epaa-3696	665	2	flat	flat	ADJ
epaa-3696	665	3	world	world	NOUN
epaa-3696	665	4	and	and	CCONJ
epaa-3696	665	5	education	education	NOUN
epaa-3696	665	6	:	:	PUNCT
epaa-3696	665	7	how	how	SCONJ
epaa-3696	665	8	america	america	PROPN
epaa-3696	665	9	’s	’s	PART
epaa-3696	665	10	commitment	commitment	NOUN
epaa-3696	665	11	to	to	ADP
epaa-3696	665	12	equity	equity	NOUN
epaa-3696	665	13	will	will	AUX
epaa-3696	665	14	determine	determine	VERB
epaa-3696	665	15	our	our	PRON
epaa-3696	665	16	future	future	NOUN
epaa-3696	665	17	.	.	PUNCT
epaa-3696	666	1	new	new	PROPN
epaa-3696	666	2	york	york	PROPN
epaa-3696	666	3	,	,	PUNCT
epaa-3696	666	4	ny	ny	PROPN
epaa-3696	666	5	:	:	PUNCT
epaa-3696	666	6	teachers	teachers	PROPN
epaa-3696	666	7	college	college	PROPN
epaa-3696	666	8	press	press	PROPN
epaa-3696	666	9	.	.	PUNCT
epaa-3696	667	1	darling	darling	NOUN
epaa-3696	667	2	-	-	PUNCT
epaa-3696	667	3	hammond	hammond	PROPN
epaa-3696	667	4	,	,	PUNCT
epaa-3696	667	5	l.	l.	PROPN
epaa-3696	667	6	(	(	PUNCT
epaa-3696	667	7	2010b	2010b	NUM
epaa-3696	667	8	)	)	PUNCT
epaa-3696	667	9	.	.	PUNCT
epaa-3696	668	1	evaluating	evaluate	VERB
epaa-3696	668	2	teacher	teacher	NOUN
epaa-3696	668	3	effectiveness	effectiveness	NOUN
epaa-3696	668	4	:	:	PUNCT
epaa-3696	668	5	how	how	SCONJ
epaa-3696	668	6	teacher	teacher	NOUN
epaa-3696	668	7	performance	performance	NOUN
epaa-3696	668	8	assessments	assessment	NOUN
epaa-3696	668	9	can	can	AUX
epaa-3696	668	10	measure	measure	VERB
epaa-3696	668	11	and	and	CCONJ
epaa-3696	668	12	improve	improve	VERB
epaa-3696	668	13	teaching	teach	VERB
epaa-3696	668	14	.	.	PUNCT
epaa-3696	669	1	washington	washington	PROPN
epaa-3696	669	2	dc	dc	PROPN
epaa-3696	669	3	:	:	PUNCT
epaa-3696	669	4	center	center	NOUN
epaa-3696	669	5	for	for	ADP
epaa-3696	669	6	american	american	ADJ
epaa-3696	669	7	progress	progress	NOUN
epaa-3696	669	8	.	.	PUNCT
epaa-3696	670	1	darling	darling	NOUN
epaa-3696	670	2	-	-	PUNCT
epaa-3696	670	3	hammond	hammond	PROPN
epaa-3696	670	4	,	,	PUNCT
epaa-3696	670	5	l.	l.	PROPN
epaa-3696	670	6	(	(	PUNCT
epaa-3696	670	7	2010c	2010c	NUM
epaa-3696	670	8	)	)	PUNCT
epaa-3696	670	9	.	.	PUNCT
epaa-3696	671	1	recruiting	recruit	VERB
epaa-3696	671	2	and	and	CCONJ
epaa-3696	671	3	retaining	retain	VERB
epaa-3696	671	4	teachers	teacher	NOUN
epaa-3696	671	5	:	:	PUNCT
epaa-3696	671	6	turning	turn	VERB
epaa-3696	671	7	around	around	ADP
epaa-3696	671	8	the	the	DET
epaa-3696	671	9	race	race	NOUN
epaa-3696	671	10	to	to	ADP
epaa-3696	671	11	the	the	DET
epaa-3696	671	12	bottom	bottom	NOUN
epaa-3696	671	13	in	in	ADP
epaa-3696	671	14	high	high	ADJ
epaa-3696	671	15	-	-	PUNCT
epaa-3696	671	16	need	need	NOUN
epaa-3696	671	17	schools	school	NOUN
epaa-3696	671	18	.	.	PUNCT
epaa-3696	672	1	journal	journal	PROPN
epaa-3696	672	2	of	of	ADP
epaa-3696	672	3	curriculum	curriculum	NOUN
epaa-3696	672	4	and	and	CCONJ
epaa-3696	672	5	instruction	instruction	NOUN
epaa-3696	672	6	,	,	PUNCT
epaa-3696	672	7	4(1	4(1	NUM
epaa-3696	672	8	)	)	PUNCT
epaa-3696	672	9	,	,	PUNCT
epaa-3696	672	10	16	16	NUM
epaa-3696	672	11	-	-	SYM
epaa-3696	672	12	32	32	NUM
epaa-3696	672	13	.	.	PUNCT
epaa-3696	673	1	https://doi.org/10.3776/joci.2010.v4n1p16-32	https://doi.org/10.3776/joci.2010.v4n1p16-32	ADP
epaa-3696	673	2	darling	darling	NOUN
epaa-3696	673	3	-	-	PUNCT
epaa-3696	673	4	hammond	hammond	PROPN
epaa-3696	673	5	,	,	PUNCT
epaa-3696	673	6	l.	l.	PROPN
epaa-3696	673	7	,	,	PUNCT
epaa-3696	673	8	burns	burn	NOUN
epaa-3696	673	9	,	,	PUNCT
epaa-3696	673	10	d	d	PROPN
epaa-3696	673	11	,	,	PUNCT
epaa-3696	673	12	campbell	campbell	PROPN
epaa-3696	673	13	,	,	PUNCT
epaa-3696	673	14	c.	c.	PROPN
epaa-3696	673	15	,	,	PUNCT
epaa-3696	673	16	goodwin	goodwin	PROPN
epaa-3696	673	17	,	,	PUNCT
epaa-3696	673	18	a.	a.	PROPN
epaa-3696	673	19	l.	l.	PROPN
epaa-3696	673	20	,	,	PUNCT
epaa-3696	673	21	hammerness	hammerness	PROPN
epaa-3696	673	22	,	,	PUNCT
epaa-3696	673	23	k.	k.	PROPN
epaa-3696	673	24	,	,	PUNCT
epaa-3696	673	25	low	low	ADJ
epaa-3696	673	26	,	,	PUNCT
epaa-3696	673	27	e.l	e.l	PROPN
epaa-3696	673	28	.	.	PROPN
epaa-3696	673	29	,	,	PUNCT
epaa-3696	673	30	…	…	PUNCT
epaa-3696	673	31	zeichner	zeichner	NOUN
epaa-3696	673	32	,	,	PUNCT
epaa-3696	673	33	k.	k.	PROPN
epaa-3696	673	34	(	(	PUNCT
epaa-3696	673	35	2017	2017	NUM
epaa-3696	673	36	,	,	PUNCT
epaa-3696	673	37	in	in	ADP
epaa-3696	673	38	press	press	NOUN
epaa-3696	673	39	)	)	PUNCT
epaa-3696	673	40	.	.	PUNCT
epaa-3696	674	1	empowered	empower	VERB
epaa-3696	674	2	educators	educator	NOUN
epaa-3696	674	3	:	:	PUNCT
epaa-3696	674	4	teaching	teach	VERB
epaa-3696	674	5	quality	quality	NOUN
epaa-3696	674	6	around	around	ADP
epaa-3696	674	7	the	the	DET
epaa-3696	674	8	world	world	NOUN
epaa-3696	674	9	.	.	PUNCT
epaa-3696	675	1	san	san	PROPN
epaa-3696	675	2	francisco	francisco	PROPN
epaa-3696	675	3	,	,	PUNCT
epaa-3696	675	4	ca	ca	NOUN
epaa-3696	675	5	:	:	PUNCT
epaa-3696	675	6	jossey	jossey	NOUN
epaa-3696	675	7	-	-	PUNCT
epaa-3696	675	8	bass	bass	NOUN
epaa-3696	675	9	.	.	PUNCT
epaa-3696	676	1	darling	darling	NOUN
epaa-3696	676	2	-	-	PUNCT
epaa-3696	676	3	hammond	hammond	PROPN
epaa-3696	676	4	,	,	PUNCT
epaa-3696	676	5	l.	l.	PROPN
epaa-3696	676	6	,	,	PUNCT
epaa-3696	676	7	chung	chung	PROPN
epaa-3696	676	8	,	,	PUNCT
epaa-3696	676	9	r.	r.	PROPN
epaa-3696	676	10	,	,	PUNCT
epaa-3696	676	11	&	&	CCONJ
epaa-3696	676	12	frelow	frelow	PROPN
epaa-3696	676	13	,	,	PUNCT
epaa-3696	676	14	f.	f.	PROPN
epaa-3696	676	15	(	(	PUNCT
epaa-3696	676	16	2002	2002	NUM
epaa-3696	676	17	)	)	PUNCT
epaa-3696	676	18	.	.	PUNCT
epaa-3696	677	1	variation	variation	NOUN
epaa-3696	677	2	in	in	ADP
epaa-3696	677	3	teacher	teacher	NOUN
epaa-3696	677	4	preparation	preparation	NOUN
epaa-3696	677	5	:	:	PUNCT
epaa-3696	677	6	how	how	SCONJ
epaa-3696	677	7	well	well	ADV
epaa-3696	677	8	do	do	AUX
epaa-3696	677	9	different	different	ADJ
epaa-3696	677	10	pathways	pathway	NOUN
epaa-3696	677	11	prepare	prepare	VERB
epaa-3696	677	12	teachers	teacher	NOUN
epaa-3696	677	13	to	to	PART
epaa-3696	677	14	teach	teach	VERB
epaa-3696	677	15	?	?	PUNCT
epaa-3696	678	1	journal	journal	NOUN
epaa-3696	678	2	of	of	ADP
epaa-3696	678	3	teacher	teacher	NOUN
epaa-3696	678	4	education	education	NOUN
epaa-3696	678	5	,	,	PUNCT
epaa-3696	678	6	53(4	53(4	NOUN
epaa-3696	678	7	)	)	PUNCT
epaa-3696	678	8	,	,	PUNCT
epaa-3696	678	9	286–302	286–302	NUM
epaa-3696	678	10	.	.	PUNCT
epaa-3696	679	1	https://doi.org/10.1177/0022487102053004002	https://doi.org/10.1177/0022487102053004002	NOUN
epaa-3696	679	2	http://chronicle.com/interactives/freshmen-survey	http://chronicle.com/interactives/freshmen-survey	NOUN
epaa-3696	679	3	https://doi.org/10.3776/joci.2010.v4n1p16-32	https://doi.org/10.3776/joci.2010.v4n1p16-32	ADP
epaa-3696	679	4	https://doi.org/10.1177/0022487102053004002	https://doi.org/10.1177/0022487102053004002	NOUN
epaa-3696	679	5	an	an	DET
epaa-3696	679	6	analysis	analysis	NOUN
epaa-3696	679	7	of	of	ADP
epaa-3696	679	8	teacher	teacher	NOUN
epaa-3696	679	9	supply	supply	NOUN
epaa-3696	679	10	and	and	CCONJ
epaa-3696	679	11	demand	demand	NOUN
epaa-3696	679	12	in	in	ADP
epaa-3696	679	13	the	the	DET
epaa-3696	679	14	united	united	PROPN
epaa-3696	679	15	states	states	PROPN
epaa-3696	679	16	31	31	NUM
epaa-3696	679	17	darling	darling	NOUN
epaa-3696	679	18	-	-	PUNCT
epaa-3696	679	19	hammond	hammond	PROPN
epaa-3696	679	20	,	,	PUNCT
epaa-3696	679	21	l.	l.	PROPN
epaa-3696	679	22	,	,	PUNCT
epaa-3696	679	23	furger	furger	NOUN
epaa-3696	679	24	,	,	PUNCT
epaa-3696	679	25	r.	r.	PROPN
epaa-3696	679	26	,	,	PUNCT
epaa-3696	679	27	shields	shield	NOUN
epaa-3696	679	28	,	,	PUNCT
epaa-3696	679	29	p.	p.	NOUN
epaa-3696	679	30	m.	m.	NOUN
epaa-3696	679	31	,	,	PUNCT
epaa-3696	679	32	&	&	CCONJ
epaa-3696	679	33	sutcher	sutcher	PROPN
epaa-3696	679	34	,	,	PUNCT
epaa-3696	679	35	l.	l.	PROPN
epaa-3696	679	36	(	(	PUNCT
epaa-3696	679	37	2016	2016	NUM
epaa-3696	679	38	)	)	PUNCT
epaa-3696	679	39	.	.	PUNCT
epaa-3696	680	1	addressing	address	VERB
epaa-3696	680	2	california	california	PROPN
epaa-3696	680	3	’s	’s	PART
epaa-3696	680	4	emerging	emerge	VERB
epaa-3696	680	5	teacher	teacher	NOUN
epaa-3696	680	6	shortage	shortage	NOUN
epaa-3696	680	7	:	:	PUNCT
epaa-3696	680	8	an	an	DET
epaa-3696	680	9	analysis	analysis	NOUN
epaa-3696	680	10	of	of	ADP
epaa-3696	680	11	sources	source	NOUN
epaa-3696	680	12	and	and	CCONJ
epaa-3696	680	13	solutions	solution	NOUN
epaa-3696	680	14	.	.	PUNCT
epaa-3696	681	1	palo	palo	PROPN
epaa-3696	681	2	alto	alto	PROPN
epaa-3696	681	3	,	,	PUNCT
epaa-3696	681	4	ca	can	AUX
epaa-3696	681	5	:	:	PUNCT
epaa-3696	681	6	learning	learn	VERB
epaa-3696	681	7	policy	policy	NOUN
epaa-3696	681	8	institute	institute	PROPN
epaa-3696	681	9	.	.	PUNCT
epaa-3696	682	1	darling	darling	NOUN
epaa-3696	682	2	-	-	PUNCT
epaa-3696	682	3	hammond	hammond	PROPN
epaa-3696	682	4	,	,	PUNCT
epaa-3696	682	5	l.	l.	PROPN
epaa-3696	682	6	,	,	PUNCT
epaa-3696	682	7	guha	guha	PROPN
epaa-3696	682	8	,	,	PUNCT
epaa-3696	682	9	r.	r.	PROPN
epaa-3696	682	10	,	,	PUNCT
epaa-3696	682	11	&	&	CCONJ
epaa-3696	682	12	hyler	hyler	NOUN
epaa-3696	682	13	,	,	PUNCT
epaa-3696	682	14	m.	m.	NOUN
epaa-3696	682	15	(	(	PUNCT
epaa-3696	682	16	2016	2016	NUM
epaa-3696	682	17	)	)	PUNCT
epaa-3696	682	18	.	.	PUNCT
epaa-3696	683	1	teacher	teacher	NOUN
epaa-3696	683	2	residencies	residency	NOUN
epaa-3696	683	3	:	:	PUNCT
epaa-3696	683	4	an	an	DET
epaa-3696	683	5	innovative	innovative	ADJ
epaa-3696	683	6	model	model	NOUN
epaa-3696	683	7	for	for	ADP
epaa-3696	683	8	preparing	prepare	VERB
epaa-3696	683	9	teachers	teacher	NOUN
epaa-3696	683	10	.	.	PUNCT
epaa-3696	684	1	palo	palo	PROPN
epaa-3696	684	2	alto	alto	PROPN
epaa-3696	684	3	,	,	PUNCT
epaa-3696	684	4	ca	can	AUX
epaa-3696	684	5	:	:	PUNCT
epaa-3696	684	6	learning	learn	VERB
epaa-3696	684	7	policy	policy	NOUN
epaa-3696	684	8	institute	institute	PROPN
epaa-3696	684	9	.	.	PUNCT
epaa-3696	685	1	darling	darling	NOUN
epaa-3696	685	2	-	-	PUNCT
epaa-3696	685	3	hammond	hammond	PROPN
epaa-3696	685	4	,	,	PUNCT
epaa-3696	685	5	l.	l.	PROPN
epaa-3696	685	6	,	,	PUNCT
epaa-3696	685	7	holtzman	holtzman	PROPN
epaa-3696	685	8	,	,	PUNCT
epaa-3696	685	9	d.	d.	PROPN
epaa-3696	685	10	j.	j.	PROPN
epaa-3696	685	11	,	,	PUNCT
epaa-3696	685	12	gatlin	gatlin	PROPN
epaa-3696	685	13	,	,	PUNCT
epaa-3696	685	14	s.	s.	PROPN
epaa-3696	685	15	j.	j.	PROPN
epaa-3696	685	16	,	,	PUNCT
epaa-3696	685	17	&	&	CCONJ
epaa-3696	685	18	heilig	heilig	PROPN
epaa-3696	685	19	,	,	PUNCT
epaa-3696	685	20	j.	j.	PROPN
epaa-3696	685	21	v.	v.	PROPN
epaa-3696	685	22	(	(	PUNCT
epaa-3696	685	23	2005	2005	NUM
epaa-3696	685	24	)	)	PUNCT
epaa-3696	685	25	.	.	PUNCT
epaa-3696	686	1	does	do	VERB
epaa-3696	686	2	teacher	teacher	NOUN
epaa-3696	686	3	preparation	preparation	NOUN
epaa-3696	686	4	matter	matter	NOUN
epaa-3696	686	5	?	?	PUNCT
epaa-3696	687	1	evidence	evidence	NOUN
epaa-3696	687	2	about	about	ADP
epaa-3696	687	3	teacher	teacher	NOUN
epaa-3696	687	4	certification	certification	NOUN
epaa-3696	687	5	,	,	PUNCT
epaa-3696	687	6	teach	teach	VERB
epaa-3696	687	7	for	for	ADP
epaa-3696	687	8	america	america	PROPN
epaa-3696	687	9	,	,	PUNCT
epaa-3696	687	10	and	and	CCONJ
epaa-3696	687	11	teacher	teacher	NOUN
epaa-3696	687	12	effectiveness	effectiveness	NOUN
epaa-3696	687	13	.	.	PUNCT
epaa-3696	688	1	education	education	NOUN
epaa-3696	688	2	policy	policy	NOUN
epaa-3696	688	3	analysis	analysis	NOUN
epaa-3696	688	4	archives	archive	NOUN
epaa-3696	688	5	,	,	PUNCT
epaa-3696	688	6	13(42	13(42	NUM
epaa-3696	688	7	)	)	PUNCT
epaa-3696	688	8	,	,	PUNCT
epaa-3696	688	9	51	51	NUM
epaa-3696	688	10	.	.	PUNCT
epaa-3696	689	1	https://doi.org/10.14507/epaa.v13n42.2005	https://doi.org/10.14507/epaa.v13n42.2005	PROPN
epaa-3696	689	2	darling	darling	NOUN
epaa-3696	689	3	-	-	PUNCT
epaa-3696	689	4	hammond	hammond	PROPN
epaa-3696	689	5	,	,	PUNCT
epaa-3696	689	6	l.	l.	PROPN
epaa-3696	689	7	,	,	PUNCT
epaa-3696	689	8	lapointe	lapointe	PROPN
epaa-3696	689	9	,	,	PUNCT
epaa-3696	689	10	m.	m.	NOUN
epaa-3696	689	11	,	,	PUNCT
epaa-3696	689	12	meyerson	meyerson	PROPN
epaa-3696	689	13	,	,	PUNCT
epaa-3696	689	14	d.	d.	PROPN
epaa-3696	689	15	,	,	PUNCT
epaa-3696	689	16	orr	orr	PROPN
epaa-3696	689	17	,	,	PUNCT
epaa-3696	689	18	m.	m.	NOUN
epaa-3696	689	19	t.	t.	PROPN
epaa-3696	689	20	,	,	PUNCT
epaa-3696	689	21	&	&	CCONJ
epaa-3696	689	22	cohen	cohen	PROPN
epaa-3696	689	23	,	,	PUNCT
epaa-3696	689	24	c.	c.	PROPN
epaa-3696	689	25	(	(	PUNCT
epaa-3696	689	26	2007	2007	NUM
epaa-3696	689	27	)	)	PUNCT
epaa-3696	689	28	.	.	PUNCT
epaa-3696	690	1	preparing	prepare	VERB
epaa-3696	690	2	school	school	NOUN
epaa-3696	690	3	leaders	leader	NOUN
epaa-3696	690	4	for	for	ADP
epaa-3696	690	5	a	a	DET
epaa-3696	690	6	changing	change	VERB
epaa-3696	690	7	world	world	NOUN
epaa-3696	690	8	:	:	PUNCT
epaa-3696	690	9	lessons	lesson	NOUN
epaa-3696	690	10	from	from	ADP
epaa-3696	690	11	exemplary	exemplary	ADJ
epaa-3696	690	12	leadership	leadership	NOUN
epaa-3696	690	13	development	development	NOUN
epaa-3696	690	14	programs	program	NOUN
epaa-3696	690	15	.	.	PUNCT
epaa-3696	691	1	stanford	stanford	PROPN
epaa-3696	691	2	,	,	PUNCT
epaa-3696	691	3	ca	ca	PROPN
epaa-3696	691	4	:	:	PUNCT
epaa-3696	691	5	stanford	stanford	PROPN
epaa-3696	691	6	university	university	PROPN
epaa-3696	691	7	,	,	PUNCT
epaa-3696	691	8	stanford	stanford	PROPN
epaa-3696	691	9	educational	educational	PROPN
epaa-3696	691	10	leadership	leadership	PROPN
epaa-3696	691	11	institute	institute	PROPN
epaa-3696	691	12	.	.	PUNCT
epaa-3696	692	1	retrieved	retrieve	VERB
epaa-3696	692	2	from	from	ADP
epaa-3696	692	3	http://www.wallacefoundation.org/knowledgecenter/documents/preparing-schoolleaders.pdf	http://www.wallacefoundation.org/knowledgecenter/documents/preparing-schoolleaders.pdf	PROPN
epaa-3696	692	4	darling	darling	PROPN
epaa-3696	692	5	-	-	PUNCT
epaa-3696	692	6	hammond	hammond	PROPN
epaa-3696	692	7	,	,	PUNCT
epaa-3696	692	8	l.	l.	PROPN
epaa-3696	692	9	,	,	PUNCT
epaa-3696	692	10	&	&	CCONJ
epaa-3696	692	11	orphanos	orphanos	PROPN
epaa-3696	692	12	,	,	PUNCT
epaa-3696	692	13	s.	s.	PROPN
epaa-3696	692	14	(	(	PUNCT
epaa-3696	692	15	2007	2007	NUM
epaa-3696	692	16	)	)	PUNCT
epaa-3696	692	17	.	.	PUNCT
epaa-3696	693	1	leadership	leadership	NOUN
epaa-3696	693	2	development	development	NOUN
epaa-3696	693	3	in	in	ADP
epaa-3696	693	4	california	california	PROPN
epaa-3696	693	5	.	.	PUNCT
epaa-3696	694	1	stanford	stanford	PROPN
epaa-3696	694	2	,	,	PUNCT
epaa-3696	694	3	ca	ca	PROPN
epaa-3696	694	4	:	:	PUNCT
epaa-3696	694	5	stanford	stanford	PROPN
epaa-3696	694	6	university	university	PROPN
epaa-3696	694	7	,	,	PUNCT
epaa-3696	694	8	institute	institute	NOUN
epaa-3696	694	9	for	for	ADP
epaa-3696	694	10	research	research	NOUN
epaa-3696	694	11	on	on	ADP
epaa-3696	694	12	education	education	NOUN
epaa-3696	694	13	policy	policy	NOUN
epaa-3696	694	14	&	&	CCONJ
epaa-3696	694	15	practice	practice	NOUN
epaa-3696	694	16	.	.	PUNCT
epaa-3696	695	1	retrieved	retrieve	VERB
epaa-3696	695	2	from	from	ADP
epaa-3696	695	3	https://edpolicy.stanford.edu/sites/default/files/publications/	https://edpolicy.stanford.edu/sites/default/files/publications/	PROPN
epaa-3696	695	4	leadership-developmentcalifornia.pdf	leadership-developmentcalifornia.pdf	ADJ
epaa-3696	695	5	darling	darling	NOUN
epaa-3696	695	6	-	-	PUNCT
epaa-3696	695	7	hammond	hammond	PROPN
epaa-3696	695	8	,	,	PUNCT
epaa-3696	695	9	l.	l.	PROPN
epaa-3696	695	10	,	,	PUNCT
epaa-3696	695	11	&	&	CCONJ
epaa-3696	695	12	rothman	rothman	PROPN
epaa-3696	695	13	,	,	PUNCT
epaa-3696	695	14	r.	r.	PROPN
epaa-3696	695	15	(	(	PUNCT
epaa-3696	695	16	2011	2011	NUM
epaa-3696	695	17	)	)	PUNCT
epaa-3696	695	18	.	.	PUNCT
epaa-3696	696	1	teacher	teacher	NOUN
epaa-3696	696	2	and	and	CCONJ
epaa-3696	696	3	leader	leader	NOUN
epaa-3696	696	4	effectiveness	effectiveness	NOUN
epaa-3696	696	5	in	in	ADP
epaa-3696	696	6	high	high	ADV
epaa-3696	696	7	-	-	PUNCT
epaa-3696	696	8	performing	perform	VERB
epaa-3696	696	9	education	education	NOUN
epaa-3696	696	10	systems	system	NOUN
epaa-3696	696	11	.	.	PUNCT
epaa-3696	697	1	washington	washington	PROPN
epaa-3696	697	2	,	,	PUNCT
epaa-3696	697	3	dc	dc	PROPN
epaa-3696	697	4	:	:	PUNCT
epaa-3696	697	5	alliance	alliance	NOUN
epaa-3696	697	6	for	for	ADP
epaa-3696	697	7	excellent	excellent	ADJ
epaa-3696	697	8	education	education	NOUN
epaa-3696	697	9	;	;	PUNCT
epaa-3696	697	10	stanford	stanford	PROPN
epaa-3696	697	11	,	,	PUNCT
epaa-3696	697	12	ca	can	AUX
epaa-3696	697	13	:	:	PUNCT
epaa-3696	697	14	scope	scope	NOUN
epaa-3696	697	15	.	.	PUNCT
epaa-3696	698	1	retrieved	retrieve	VERB
epaa-3696	698	2	from	from	ADP
epaa-3696	698	3	http://eric.ed.gov/	http://eric.ed.gov/	PROPN
epaa-3696	698	4	ericwebportal	ericwebportal	PROPN
epaa-3696	698	5	/	/	SYM
epaa-3696	698	6	recorddetail?accno	recorddetail?accno	PROPN
epaa-3696	698	7	=	=	NOUN
epaa-3696	698	8	ed517673	ed517673	PROPN
epaa-3696	698	9	.	.	PUNCT
epaa-3696	699	1	darling	darling	NOUN
epaa-3696	699	2	-	-	PUNCT
epaa-3696	699	3	hammond	hammond	PROPN
epaa-3696	699	4	,	,	PUNCT
epaa-3696	699	5	l.	l.	PROPN
epaa-3696	699	6	,	,	PUNCT
epaa-3696	699	7	&	&	CCONJ
epaa-3696	699	8	sykes	sykes	PROPN
epaa-3696	699	9	,	,	PUNCT
epaa-3696	699	10	g.	g.	PROPN
epaa-3696	699	11	(	(	PUNCT
epaa-3696	699	12	2003	2003	NUM
epaa-3696	699	13	)	)	PUNCT
epaa-3696	699	14	.	.	PUNCT
epaa-3696	700	1	wanted	want	VERB
epaa-3696	700	2	:	:	PUNCT
epaa-3696	700	3	a	a	DET
epaa-3696	700	4	national	national	ADJ
epaa-3696	700	5	teacher	teacher	NOUN
epaa-3696	700	6	supply	supply	NOUN
epaa-3696	700	7	policy	policy	NOUN
epaa-3696	700	8	for	for	ADP
epaa-3696	700	9	education	education	NOUN
epaa-3696	700	10	:	:	PUNCT
epaa-3696	700	11	the	the	DET
epaa-3696	700	12	right	right	ADJ
epaa-3696	700	13	way	way	NOUN
epaa-3696	700	14	to	to	PART
epaa-3696	700	15	meet	meet	VERB
epaa-3696	700	16	the	the	DET
epaa-3696	700	17	“	"	PUNCT
epaa-3696	700	18	highly	highly	ADV
epaa-3696	700	19	qualified	qualified	ADJ
epaa-3696	700	20	teacher	teacher	NOUN
epaa-3696	700	21	”	"	PUNCT
epaa-3696	700	22	challenge	challenge	NOUN
epaa-3696	700	23	.	.	PUNCT
epaa-3696	701	1	education	education	NOUN
epaa-3696	701	2	policy	policy	NOUN
epaa-3696	701	3	analysis	analysis	NOUN
epaa-3696	701	4	archives	archive	NOUN
epaa-3696	701	5	,	,	PUNCT
epaa-3696	701	6	11(33	11(33	NUM
epaa-3696	701	7	)	)	PUNCT
epaa-3696	701	8	,	,	PUNCT
epaa-3696	701	9	1–55	1–55	NOUN
epaa-3696	701	10	.	.	PUNCT
epaa-3696	702	1	https://doi.org/10.14507/epaa.v11n33.2003	https://doi.org/10.14507/epaa.v11n33.2003	NOUN
epaa-3696	702	2	devise	devise	NOUN
epaa-3696	702	3	,	,	PUNCT
epaa-3696	702	4	d.	d.	PROPN
epaa-3696	702	5	(	(	PUNCT
epaa-3696	702	6	1999	1999	NUM
epaa-3696	702	7	,	,	PUNCT
epaa-3696	702	8	november	november	PROPN
epaa-3696	702	9	5	5	NUM
epaa-3696	702	10	)	)	PUNCT
epaa-3696	702	11	.	.	PUNCT
epaa-3696	703	1	a+	a+	PUNCT
epaa-3696	704	1	plan	plan	NOUN
epaa-3696	704	2	prompts	prompt	VERB
epaa-3696	704	3	teacher	teacher	NOUN
epaa-3696	704	4	exodus	exodus	NOUN
epaa-3696	704	5	in	in	ADP
epaa-3696	704	6	broward	broward	PROPN
epaa-3696	704	7	county	county	PROPN
epaa-3696	704	8	.	.	PUNCT
epaa-3696	705	1	miami	miami	PROPN
epaa-3696	705	2	herald	herald	PROPN
epaa-3696	705	3	.	.	PROPN
epaa-3696	705	4	dolton	dolton	PROPN
epaa-3696	705	5	,	,	PUNCT
epaa-3696	705	6	p.	p.	PROPN
epaa-3696	705	7	,	,	PUNCT
epaa-3696	705	8	tremayne	tremayne	PROPN
epaa-3696	705	9	,	,	PUNCT
epaa-3696	705	10	a.	a.	NOUN
epaa-3696	705	11	,	,	PUNCT
epaa-3696	705	12	&	&	CCONJ
epaa-3696	705	13	chung	chung	PROPN
epaa-3696	705	14	,	,	PUNCT
epaa-3696	705	15	t.	t.	PROPN
epaa-3696	705	16	p.	p.	PROPN
epaa-3696	705	17	(	(	PUNCT
epaa-3696	705	18	2003	2003	NUM
epaa-3696	705	19	)	)	PUNCT
epaa-3696	705	20	.	.	PUNCT
epaa-3696	706	1	the	the	DET
epaa-3696	706	2	economic	economic	ADJ
epaa-3696	706	3	cycle	cycle	NOUN
epaa-3696	706	4	and	and	CCONJ
epaa-3696	706	5	teacher	teacher	NOUN
epaa-3696	706	6	supply	supply	NOUN
epaa-3696	706	7	.	.	PUNCT
epaa-3696	707	1	paris	paris	PROPN
epaa-3696	707	2	:	:	PUNCT
epaa-3696	707	3	oced	oce	VERB
epaa-3696	707	4	.	.	PUNCT
epaa-3696	708	1	esch	esch	PROPN
epaa-3696	708	2	,	,	PUNCT
epaa-3696	708	3	c.	c.	PROPN
epaa-3696	708	4	e.	e.	PROPN
epaa-3696	708	5	,	,	PUNCT
epaa-3696	708	6	chang	chang	PROPN
epaa-3696	708	7	-	-	PUNCT
epaa-3696	708	8	ross	ross	PROPN
epaa-3696	708	9	,	,	PUNCT
epaa-3696	708	10	c.	c.	PROPN
epaa-3696	708	11	m.	m.	PROPN
epaa-3696	708	12	,	,	PUNCT
epaa-3696	708	13	guha	guha	PROPN
epaa-3696	708	14	,	,	PUNCT
epaa-3696	708	15	r.	r.	PROPN
epaa-3696	708	16	,	,	PUNCT
epaa-3696	708	17	humphrey	humphrey	PROPN
epaa-3696	708	18	,	,	PUNCT
epaa-3696	708	19	d.	d.	PROPN
epaa-3696	708	20	c.	c.	PROPN
epaa-3696	708	21	,	,	PUNCT
epaa-3696	708	22	shields	shield	NOUN
epaa-3696	708	23	,	,	PUNCT
epaa-3696	708	24	p.	p.	NOUN
epaa-3696	708	25	m.	m.	NOUN
epaa-3696	708	26	,	,	PUNCT
epaa-3696	708	27	tiffany	tiffany	PROPN
epaa-3696	708	28	-	-	PUNCT
epaa-3696	708	29	morales	morales	PROPN
epaa-3696	708	30	,	,	PUNCT
epaa-3696	708	31	j.	j.	PROPN
epaa-3696	708	32	d.	d.	PROPN
epaa-3696	708	33	,	,	PUNCT
epaa-3696	708	34	…	…	PUNCT
epaa-3696	708	35	woodworth	woodworth	NOUN
epaa-3696	708	36	,	,	PUNCT
epaa-3696	708	37	k.	k.	PROPN
epaa-3696	708	38	r.	r.	PROPN
epaa-3696	708	39	(	(	PUNCT
epaa-3696	708	40	2005	2005	NUM
epaa-3696	708	41	)	)	PUNCT
epaa-3696	708	42	.	.	PUNCT
epaa-3696	709	1	the	the	DET
epaa-3696	709	2	status	status	NOUN
epaa-3696	709	3	of	of	ADP
epaa-3696	709	4	the	the	DET
epaa-3696	709	5	teaching	teaching	NOUN
epaa-3696	709	6	profession	profession	NOUN
epaa-3696	709	7	2005	2005	NUM
epaa-3696	709	8	.	.	PUNCT
epaa-3696	710	1	santa	santa	PROPN
epaa-3696	710	2	cruz	cruz	PROPN
epaa-3696	710	3	,	,	PUNCT
epaa-3696	710	4	ca	can	AUX
epaa-3696	710	5	:	:	PUNCT
epaa-3696	710	6	the	the	DET
epaa-3696	710	7	center	center	NOUN
epaa-3696	710	8	for	for	ADP
epaa-3696	710	9	the	the	DET
epaa-3696	710	10	future	future	NOUN
epaa-3696	710	11	of	of	ADP
epaa-3696	710	12	teaching	teaching	NOUN
epaa-3696	710	13	and	and	CCONJ
epaa-3696	710	14	learning	learning	NOUN
epaa-3696	710	15	.	.	PUNCT
epaa-3696	711	1	feistritzer	feistritzer	NOUN
epaa-3696	711	2	,	,	PUNCT
epaa-3696	711	3	c.	c.	PROPN
epaa-3696	711	4	e.	e.	PROPN
epaa-3696	711	5	(	(	PUNCT
epaa-3696	711	6	2011	2011	NUM
epaa-3696	711	7	)	)	PUNCT
epaa-3696	711	8	.	.	PUNCT
epaa-3696	712	1	profile	profile	NOUN
epaa-3696	712	2	of	of	ADP
epaa-3696	712	3	teachers	teacher	NOUN
epaa-3696	712	4	in	in	ADP
epaa-3696	712	5	the	the	DET
epaa-3696	712	6	us	us	PROPN
epaa-3696	712	7	.	.	PUNCT
epaa-3696	713	1	washington	washington	PROPN
epaa-3696	713	2	,	,	PUNCT
epaa-3696	713	3	dc	dc	PROPN
epaa-3696	713	4	:	:	PUNCT
epaa-3696	713	5	national	national	ADJ
epaa-3696	713	6	center	center	NOUN
epaa-3696	713	7	for	for	ADP
epaa-3696	713	8	education	education	NOUN
epaa-3696	713	9	information	information	NOUN
epaa-3696	713	10	.	.	PUNCT
epaa-3696	714	1	gantert	gantert	NOUN
epaa-3696	714	2	,	,	PUNCT
epaa-3696	714	3	t.	t.	PROPN
epaa-3696	714	4	(	(	PUNCT
epaa-3696	714	5	2015	2015	NUM
epaa-3696	714	6	,	,	PUNCT
epaa-3696	714	7	january	january	PROPN
epaa-3696	714	8	19	19	NUM
epaa-3696	714	9	)	)	PUNCT
epaa-3696	714	10	.	.	PUNCT
epaa-3696	715	1	looming	loom	VERB
epaa-3696	715	2	“	"	PUNCT
epaa-3696	715	3	teacher	teacher	NOUN
epaa-3696	715	4	shortage	shortage	NOUN
epaa-3696	715	5	”	"	PUNCT
epaa-3696	715	6	appears	appear	VERB
epaa-3696	715	7	largely	largely	ADV
epaa-3696	715	8	mythical	mythical	ADJ
epaa-3696	715	9	.	.	PUNCT
epaa-3696	716	1	capcon	capcon	NOUN
epaa-3696	716	2	.	.	PUNCT
epaa-3696	717	1	retrieved	retrieve	VERB
epaa-3696	717	2	from	from	ADP
epaa-3696	717	3	http://www	http://www	PROPN
epaa-3696	717	4	.	.	PROPN
epaa-3696	717	5	michigancapitolconfidential.com/21831	michigancapitolconfidential.com/21831	PROPN
epaa-3696	717	6	gardner	gardner	PROPN
epaa-3696	717	7	,	,	PUNCT
epaa-3696	717	8	d.	d.	PROPN
epaa-3696	717	9	p.	p.	PROPN
epaa-3696	717	10	(	(	PUNCT
epaa-3696	717	11	1983	1983	NUM
epaa-3696	717	12	)	)	PUNCT
epaa-3696	717	13	.	.	PUNCT
epaa-3696	718	1	a	a	DET
epaa-3696	718	2	nation	nation	NOUN
epaa-3696	718	3	at	at	ADP
epaa-3696	718	4	risk	risk	NOUN
epaa-3696	718	5	.	.	PUNCT
epaa-3696	719	1	washington	washington	PROPN
epaa-3696	719	2	,	,	PUNCT
epaa-3696	719	3	dc	dc	PROPN
epaa-3696	719	4	:	:	PUNCT
epaa-3696	719	5	the	the	DET
epaa-3696	719	6	national	national	PROPN
epaa-3696	719	7	commission	commission	PROPN
epaa-3696	719	8	on	on	ADP
epaa-3696	719	9	excellence	excellence	PROPN
epaa-3696	719	10	in	in	ADP
epaa-3696	719	11	education	education	NOUN
epaa-3696	719	12	,	,	PUNCT
epaa-3696	719	13	us	us	PROPN
epaa-3696	719	14	department	department	NOUN
epaa-3696	719	15	of	of	ADP
epaa-3696	719	16	education	education	NOUN
epaa-3696	719	17	.	.	PUNCT
epaa-3696	720	1	gray	gray	ADJ
epaa-3696	720	2	,	,	PUNCT
epaa-3696	720	3	l.	l.	PROPN
epaa-3696	720	4	,	,	PUNCT
epaa-3696	720	5	taie	taie	PROPN
epaa-3696	720	6	,	,	PUNCT
epaa-3696	720	7	s.	s.	PROPN
epaa-3696	720	8	,	,	PUNCT
epaa-3696	720	9	&	&	CCONJ
epaa-3696	720	10	o’rear	o’rear	NOUN
epaa-3696	720	11	,	,	PUNCT
epaa-3696	720	12	i.	i.	NOUN
epaa-3696	720	13	(	(	PUNCT
epaa-3696	720	14	2015	2015	NUM
epaa-3696	720	15	)	)	PUNCT
epaa-3696	720	16	.	.	PUNCT
epaa-3696	721	1	public	public	ADJ
epaa-3696	721	2	school	school	NOUN
epaa-3696	721	3	teacher	teacher	NOUN
epaa-3696	721	4	attrition	attrition	NOUN
epaa-3696	721	5	and	and	CCONJ
epaa-3696	721	6	mobility	mobility	NOUN
epaa-3696	721	7	in	in	ADP
epaa-3696	721	8	the	the	DET
epaa-3696	721	9	first	first	ADJ
epaa-3696	721	10	five	five	NUM
epaa-3696	721	11	years	year	NOUN
epaa-3696	721	12	:	:	PUNCT
epaa-3696	721	13	results	result	NOUN
epaa-3696	721	14	from	from	ADP
epaa-3696	721	15	the	the	DET
epaa-3696	721	16	first	first	ADJ
epaa-3696	721	17	through	through	ADP
epaa-3696	721	18	fifth	fifth	ADJ
epaa-3696	721	19	waves	wave	NOUN
epaa-3696	721	20	of	of	ADP
epaa-3696	721	21	the	the	DET
epaa-3696	721	22	2007–2008	2007–2008	NUM
epaa-3696	721	23	beginning	begin	VERB
epaa-3696	721	24	teacher	teacher	NOUN
epaa-3696	721	25	longitudinal	longitudinal	ADJ
epaa-3696	721	26	study	study	NOUN
epaa-3696	721	27	.	.	PUNCT
epaa-3696	722	1	washington	washington	PROPN
epaa-3696	722	2	,	,	PUNCT
epaa-3696	722	3	dc	dc	PROPN
epaa-3696	722	4	:	:	PUNCT
epaa-3696	722	5	u.s	u.s	PROPN
epaa-3696	722	6	.	.	PROPN
epaa-3696	722	7	department	department	PROPN
epaa-3696	722	8	of	of	ADP
epaa-3696	722	9	education	education	NOUN
epaa-3696	722	10	.	.	PUNCT
epaa-3696	723	1	grissom	grissom	PROPN
epaa-3696	723	2	,	,	PUNCT
epaa-3696	723	3	j.	j.	PROPN
epaa-3696	723	4	a.	a.	PROPN
epaa-3696	723	5	,	,	PUNCT
epaa-3696	723	6	&	&	CCONJ
epaa-3696	723	7	reininger	reininger	PROPN
epaa-3696	723	8	,	,	PUNCT
epaa-3696	723	9	m.	m.	NOUN
epaa-3696	723	10	(	(	PUNCT
epaa-3696	723	11	2012	2012	NUM
epaa-3696	723	12	)	)	PUNCT
epaa-3696	723	13	.	.	PUNCT
epaa-3696	724	1	who	who	PRON
epaa-3696	724	2	comes	come	VERB
epaa-3696	724	3	back	back	ADV
epaa-3696	724	4	?	?	PUNCT
epaa-3696	725	1	a	a	DET
epaa-3696	725	2	longitudinal	longitudinal	ADJ
epaa-3696	725	3	analysis	analysis	NOUN
epaa-3696	725	4	of	of	ADP
epaa-3696	725	5	the	the	DET
epaa-3696	725	6	reentry	reentry	NOUN
epaa-3696	725	7	behavior	behavior	NOUN
epaa-3696	725	8	of	of	ADP
epaa-3696	725	9	exiting	exit	VERB
epaa-3696	725	10	teachers	teacher	NOUN
epaa-3696	725	11	.	.	PUNCT
epaa-3696	726	1	education	education	NOUN
epaa-3696	726	2	finance	finance	NOUN
epaa-3696	726	3	and	and	CCONJ
epaa-3696	726	4	policy	policy	NOUN
epaa-3696	726	5	,	,	PUNCT
epaa-3696	726	6	7(4	7(4	NUM
epaa-3696	726	7	)	)	PUNCT
epaa-3696	726	8	,	,	PUNCT
epaa-3696	726	9	425–454	425–454	NUM
epaa-3696	726	10	.	.	PUNCT
epaa-3696	727	1	https://doi.org/10.1162/edfp_a_00075	https://doi.org/10.1162/edfp_a_00075	VERB
epaa-3696	727	2	grissom	grissom	PROPN
epaa-3696	727	3	,	,	PUNCT
epaa-3696	727	4	j.	j.	PROPN
epaa-3696	727	5	a.	a.	PROPN
epaa-3696	727	6	,	,	PUNCT
epaa-3696	727	7	viano	viano	PROPN
epaa-3696	727	8	,	,	PUNCT
epaa-3696	727	9	s.	s.	PROPN
epaa-3696	727	10	l.	l.	PROPN
epaa-3696	727	11	,	,	PUNCT
epaa-3696	727	12	&	&	CCONJ
epaa-3696	727	13	selin	selin	PROPN
epaa-3696	727	14	,	,	PUNCT
epaa-3696	727	15	j.	j.	PROPN
epaa-3696	727	16	l.	l.	PROPN
epaa-3696	727	17	(	(	PUNCT
epaa-3696	727	18	2015	2015	NUM
epaa-3696	727	19	)	)	PUNCT
epaa-3696	727	20	.	.	PUNCT
epaa-3696	728	1	understanding	understand	VERB
epaa-3696	728	2	employee	employee	NOUN
epaa-3696	728	3	turnover	turnover	NOUN
epaa-3696	728	4	in	in	ADP
epaa-3696	728	5	the	the	DET
epaa-3696	728	6	public	public	ADJ
epaa-3696	728	7	sector	sector	NOUN
epaa-3696	728	8	:	:	PUNCT
epaa-3696	728	9	insights	insight	NOUN
epaa-3696	728	10	from	from	ADP
epaa-3696	728	11	research	research	NOUN
epaa-3696	728	12	on	on	ADP
epaa-3696	728	13	teacher	teacher	NOUN
epaa-3696	728	14	mobility	mobility	NOUN
epaa-3696	728	15	.	.	PUNCT
epaa-3696	729	1	public	public	ADJ
epaa-3696	729	2	administration	administration	PROPN
epaa-3696	729	3	review	review	PROPN
epaa-3696	729	4	,	,	PUNCT
epaa-3696	729	5	76(2	76(2	NUM
epaa-3696	729	6	)	)	PUNCT
epaa-3696	729	7	,	,	PUNCT
epaa-3696	729	8	241251	241251	NUM
epaa-3696	729	9	.	.	PUNCT
epaa-3696	730	1	https://doi.org/10.1111/puar.12435	https://doi.org/10.1111/puar.12435	VERB
epaa-3696	730	2	haggstrom	haggstrom	ADV
epaa-3696	730	3	,	,	PUNCT
epaa-3696	730	4	g.	g.	PROPN
epaa-3696	730	5	w.	w.	PROPN
epaa-3696	730	6	,	,	PUNCT
epaa-3696	730	7	darling	darling	NOUN
epaa-3696	730	8	-	-	PUNCT
epaa-3696	730	9	hammond	hammond	PROPN
epaa-3696	730	10	,	,	PUNCT
epaa-3696	730	11	l.	l.	PROPN
epaa-3696	730	12	,	,	PUNCT
epaa-3696	730	13	&	&	CCONJ
epaa-3696	730	14	grissmer	grissmer	PROPN
epaa-3696	730	15	,	,	PUNCT
epaa-3696	730	16	d.	d.	PROPN
epaa-3696	730	17	w.	w.	PROPN
epaa-3696	730	18	(	(	PUNCT
epaa-3696	730	19	1988	1988	NUM
epaa-3696	730	20	)	)	PUNCT
epaa-3696	730	21	.	.	PUNCT
epaa-3696	731	1	assessing	assess	VERB
epaa-3696	731	2	teacher	teacher	NOUN
epaa-3696	731	3	supply	supply	NOUN
epaa-3696	731	4	and	and	CCONJ
epaa-3696	731	5	demand	demand	NOUN
epaa-3696	731	6	.	.	PUNCT
epaa-3696	732	1	santa	santa	PROPN
epaa-3696	732	2	monica	monica	PROPN
epaa-3696	732	3	,	,	PUNCT
epaa-3696	732	4	ca	can	AUX
epaa-3696	732	5	:	:	PUNCT
epaa-3696	732	6	rand	rand	NOUN
epaa-3696	732	7	corporation	corporation	NOUN
epaa-3696	732	8	.	.	PUNCT
epaa-3696	733	1	hale	hale	PROPN
epaa-3696	733	2	,	,	PUNCT
epaa-3696	733	3	l.	l.	PROPN
epaa-3696	733	4	(	(	PUNCT
epaa-3696	733	5	2015	2015	NUM
epaa-3696	733	6	,	,	PUNCT
epaa-3696	733	7	november	november	PROPN
epaa-3696	733	8	9	9	NUM
epaa-3696	733	9	)	)	PUNCT
epaa-3696	733	10	.	.	PUNCT
epaa-3696	734	1	behind	behind	ADP
epaa-3696	734	2	the	the	DET
epaa-3696	734	3	shortage	shortage	NOUN
epaa-3696	734	4	of	of	ADP
epaa-3696	734	5	special	special	ADJ
epaa-3696	734	6	ed	ed	NOUN
epaa-3696	734	7	teachers	teacher	NOUN
epaa-3696	734	8	:	:	PUNCT
epaa-3696	734	9	long	long	ADJ
epaa-3696	734	10	hours	hour	NOUN
epaa-3696	734	11	,	,	PUNCT
epaa-3696	734	12	crushing	crush	VERB
epaa-3696	734	13	paperwork	paperwork	NOUN
epaa-3696	734	14	.	.	PUNCT
epaa-3696	735	1	npr	npr	PROPN
epaa-3696	735	2	.	.	PROPN
epaa-3696	735	3	retrieved	retrieve	VERB
epaa-3696	735	4	from	from	ADP
epaa-3696	735	5	https://doi.org/10.14507/epaa.v13n42.2005	https://doi.org/10.14507/epaa.v13n42.2005	PROPN
epaa-3696	735	6	https://doi.org/10.14507/epaa.v11n33.2003	https://doi.org/10.14507/epaa.v11n33.2003	NOUN
epaa-3696	735	7	https://doi.org/10.1162/edfp_a_00075	https://doi.org/10.1162/edfp_a_00075	VERB
epaa-3696	735	8	https://doi.org/10.1111/puar.12435	https://doi.org/10.1111/puar.12435	NOUN
epaa-3696	735	9	education	education	NOUN
epaa-3696	735	10	policy	policy	NOUN
epaa-3696	735	11	analysis	analysis	NOUN
epaa-3696	735	12	archives	archive	NOUN
epaa-3696	735	13	vol	vol	NOUN
epaa-3696	735	14	.	.	PUNCT
epaa-3696	736	1	27	27	NUM
epaa-3696	736	2	no	no	NOUN
epaa-3696	736	3	.	.	NOUN
epaa-3696	736	4	35	35	NUM
epaa-3696	736	5	special	special	ADJ
epaa-3696	736	6	issue	issue	NOUN
epaa-3696	736	7	32	32	NUM
epaa-3696	736	8	http://www.npr.org/sections/ed/2015/11/09/436588372/behind-the-shortage-of-specialed-teachers-long-hours-crushing-paperwork	http://www.npr.org/sections/ed/2015/11/09/436588372/behind-the-shortage-of-specialed-teachers-long-hours-crushing-paperwork	NOUN
epaa-3696	736	9	headden	headden	ADJ
epaa-3696	736	10	,	,	PUNCT
epaa-3696	736	11	s.	s.	PROPN
epaa-3696	736	12	(	(	PUNCT
epaa-3696	736	13	2014	2014	NUM
epaa-3696	736	14	)	)	PUNCT
epaa-3696	736	15	.	.	PUNCT
epaa-3696	737	1	beginners	beginner	NOUN
epaa-3696	737	2	in	in	ADP
epaa-3696	737	3	the	the	DET
epaa-3696	737	4	classroom	classroom	NOUN
epaa-3696	737	5	.	.	PUNCT
epaa-3696	738	1	stanford	stanford	PROPN
epaa-3696	738	2	,	,	PUNCT
epaa-3696	738	3	ca	can	AUX
epaa-3696	738	4	:	:	PUNCT
epaa-3696	738	5	carnegie	carnegie	NOUN
epaa-3696	738	6	foundation	foundation	PROPN
epaa-3696	738	7	for	for	ADP
epaa-3696	738	8	the	the	DET
epaa-3696	738	9	advancement	advancement	NOUN
epaa-3696	738	10	of	of	ADP
epaa-3696	738	11	teaching	teaching	NOUN
epaa-3696	738	12	.	.	PUNCT
epaa-3696	739	1	hussar	hussar	PROPN
epaa-3696	739	2	,	,	PUNCT
epaa-3696	739	3	w.	w.	PROPN
epaa-3696	739	4	j.	j.	PROPN
epaa-3696	739	5	,	,	PUNCT
epaa-3696	739	6	&	&	CCONJ
epaa-3696	739	7	bailey	bailey	PROPN
epaa-3696	739	8	,	,	PUNCT
epaa-3696	739	9	t.	t.	NOUN
epaa-3696	739	10	m.	m.	NOUN
epaa-3696	739	11	(	(	PUNCT
epaa-3696	739	12	2014	2014	NUM
epaa-3696	739	13	)	)	PUNCT
epaa-3696	739	14	.	.	PUNCT
epaa-3696	740	1	projections	projection	NOUN
epaa-3696	740	2	of	of	ADP
epaa-3696	740	3	education	education	NOUN
epaa-3696	740	4	statistics	statistic	NOUN
epaa-3696	740	5	to	to	ADP
epaa-3696	740	6	2022	2022	NUM
epaa-3696	740	7	.	.	PUNCT
epaa-3696	741	1	washington	washington	PROPN
epaa-3696	741	2	,	,	PUNCT
epaa-3696	741	3	dc	dc	PROPN
epaa-3696	741	4	:	:	PUNCT
epaa-3696	741	5	national	national	ADJ
epaa-3696	741	6	center	center	NOUN
epaa-3696	741	7	for	for	ADP
epaa-3696	741	8	education	education	NOUN
epaa-3696	741	9	statistics	statistic	NOUN
epaa-3696	741	10	.	.	PUNCT
epaa-3696	742	1	retrieved	retrieve	VERB
epaa-3696	742	2	from	from	ADP
epaa-3696	742	3	https://nces.ed.gov/pubs2014/2014051.pdf	https://nces.ed.gov/pubs2014/2014051.pdf	PROPN
epaa-3696	742	4	ingersoll	ingersoll	PROPN
epaa-3696	742	5	,	,	PUNCT
epaa-3696	742	6	r.	r.	PROPN
epaa-3696	742	7	m.	m.	PROPN
epaa-3696	742	8	(	(	PUNCT
epaa-3696	742	9	2001	2001	NUM
epaa-3696	742	10	)	)	PUNCT
epaa-3696	742	11	.	.	PUNCT
epaa-3696	743	1	teacher	teacher	NOUN
epaa-3696	743	2	turnover	turnover	NOUN
epaa-3696	743	3	and	and	CCONJ
epaa-3696	743	4	teacher	teacher	NOUN
epaa-3696	743	5	shortages	shortage	NOUN
epaa-3696	743	6	:	:	PUNCT
epaa-3696	743	7	an	an	DET
epaa-3696	743	8	organizational	organizational	ADJ
epaa-3696	743	9	analysis	analysis	NOUN
epaa-3696	743	10	.	.	PUNCT
epaa-3696	744	1	american	american	ADJ
epaa-3696	744	2	educational	educational	ADJ
epaa-3696	744	3	research	research	PROPN
epaa-3696	744	4	journal	journal	PROPN
epaa-3696	744	5	,	,	PUNCT
epaa-3696	744	6	38(3	38(3	NUM
epaa-3696	744	7	)	)	PUNCT
epaa-3696	744	8	,	,	PUNCT
epaa-3696	744	9	499–534	499–534	NUM
epaa-3696	744	10	.	.	PUNCT
epaa-3696	745	1	https://doi.org/10.3102/00028312038003499	https://doi.org/10.3102/00028312038003499	X
epaa-3696	745	2	ingersoll	ingersoll	PROPN
epaa-3696	745	3	,	,	PUNCT
epaa-3696	745	4	r.	r.	PROPN
epaa-3696	745	5	m.	m.	PROPN
epaa-3696	745	6	(	(	PUNCT
epaa-3696	745	7	2011	2011	NUM
epaa-3696	745	8	)	)	PUNCT
epaa-3696	745	9	.	.	PUNCT
epaa-3696	746	1	do	do	AUX
epaa-3696	746	2	we	we	PRON
epaa-3696	746	3	produce	produce	VERB
epaa-3696	746	4	enough	enough	ADJ
epaa-3696	746	5	mathematics	mathematic	NOUN
epaa-3696	746	6	and	and	CCONJ
epaa-3696	746	7	science	science	NOUN
epaa-3696	746	8	teachers	teacher	NOUN
epaa-3696	746	9	?	?	PUNCT
epaa-3696	747	1	kappan	kappan	PROPN
epaa-3696	747	2	magazine	magazine	PROPN
epaa-3696	747	3	,	,	PUNCT
epaa-3696	747	4	92(6	92(6	NOUN
epaa-3696	747	5	)	)	PUNCT
epaa-3696	747	6	,	,	PUNCT
epaa-3696	747	7	37–41	37–41	NUM
epaa-3696	747	8	.	.	PUNCT
epaa-3696	748	1	https://doi.org/10.1177/003172171109200608	https://doi.org/10.1177/003172171109200608	PROPN
epaa-3696	748	2	ingersoll	ingersoll	PROPN
epaa-3696	748	3	,	,	PUNCT
epaa-3696	748	4	r.	r.	PROPN
epaa-3696	748	5	m.	m.	PROPN
epaa-3696	748	6	,	,	PUNCT
epaa-3696	748	7	&	&	CCONJ
epaa-3696	748	8	may	may	AUX
epaa-3696	748	9	,	,	PUNCT
epaa-3696	748	10	h.	h.	PROPN
epaa-3696	748	11	(	(	PUNCT
epaa-3696	748	12	2011a	2011a	NUM
epaa-3696	748	13	)	)	PUNCT
epaa-3696	748	14	.	.	PUNCT
epaa-3696	749	1	the	the	DET
epaa-3696	749	2	minority	minority	NOUN
epaa-3696	749	3	teacher	teacher	NOUN
epaa-3696	749	4	shortage	shortage	NOUN
epaa-3696	749	5	:	:	PUNCT
epaa-3696	749	6	fact	fact	NOUN
epaa-3696	749	7	or	or	CCONJ
epaa-3696	749	8	fable	fable	NOUN
epaa-3696	749	9	?	?	PUNCT
epaa-3696	750	1	kappan	kappan	PROPN
epaa-3696	750	2	magazine	magazine	PROPN
epaa-3696	750	3	,	,	PUNCT
epaa-3696	750	4	93(1	93(1	NUM
epaa-3696	750	5	)	)	PUNCT
epaa-3696	750	6	,	,	PUNCT
epaa-3696	750	7	62–65	62–65	NUM
epaa-3696	750	8	.	.	PUNCT
epaa-3696	751	1	https://doi.org/10.1177/003172171109300111	https://doi.org/10.1177/003172171109300111	ADJ
epaa-3696	751	2	ingersoll	ingersoll	PROPN
epaa-3696	751	3	,	,	PUNCT
epaa-3696	751	4	r.	r.	PROPN
epaa-3696	751	5	m.	m.	PROPN
epaa-3696	751	6	,	,	PUNCT
epaa-3696	751	7	&	&	CCONJ
epaa-3696	751	8	may	may	AUX
epaa-3696	751	9	,	,	PUNCT
epaa-3696	751	10	h.	h.	PROPN
epaa-3696	751	11	(	(	PUNCT
epaa-3696	751	12	2011b	2011b	NUM
epaa-3696	751	13	)	)	PUNCT
epaa-3696	751	14	.	.	PUNCT
epaa-3696	752	1	recruitment	recruitment	NOUN
epaa-3696	752	2	,	,	PUNCT
epaa-3696	752	3	retention	retention	NOUN
epaa-3696	752	4	and	and	CCONJ
epaa-3696	752	5	the	the	DET
epaa-3696	752	6	minority	minority	NOUN
epaa-3696	752	7	teacher	teacher	NOUN
epaa-3696	752	8	shortage	shortage	NOUN
epaa-3696	752	9	.	.	PUNCT
epaa-3696	753	1	philadelphia	philadelphia	PROPN
epaa-3696	753	2	,	,	PUNCT
epaa-3696	753	3	pa	pa	PROPN
epaa-3696	753	4	:	:	PUNCT
epaa-3696	753	5	consortium	consortium	NOUN
epaa-3696	753	6	for	for	ADP
epaa-3696	753	7	policy	policy	NOUN
epaa-3696	753	8	research	research	NOUN
epaa-3696	753	9	in	in	ADP
epaa-3696	753	10	education	education	NOUN
epaa-3696	753	11	.	.	PUNCT
epaa-3696	754	1	https://doi.org/10.12698/cpre.2011.rr69	https://doi.org/10.12698/cpre.2011.rr69	PROPN
epaa-3696	754	2	ingersoll	ingersoll	PROPN
epaa-3696	754	3	,	,	PUNCT
epaa-3696	754	4	r.	r.	PROPN
epaa-3696	754	5	m.	m.	PROPN
epaa-3696	754	6	,	,	PUNCT
epaa-3696	754	7	&	&	CCONJ
epaa-3696	754	8	may	may	AUX
epaa-3696	754	9	,	,	PUNCT
epaa-3696	754	10	h.	h.	PROPN
epaa-3696	754	11	(	(	PUNCT
epaa-3696	754	12	2012	2012	NUM
epaa-3696	754	13	)	)	PUNCT
epaa-3696	754	14	.	.	PUNCT
epaa-3696	755	1	the	the	DET
epaa-3696	755	2	magnitude	magnitude	NOUN
epaa-3696	755	3	,	,	PUNCT
epaa-3696	755	4	destinations	destination	NOUN
epaa-3696	755	5	,	,	PUNCT
epaa-3696	755	6	and	and	CCONJ
epaa-3696	755	7	determinants	determinant	NOUN
epaa-3696	755	8	of	of	ADP
epaa-3696	755	9	mathematics	mathematic	NOUN
epaa-3696	755	10	and	and	CCONJ
epaa-3696	755	11	science	science	NOUN
epaa-3696	755	12	teacher	teacher	NOUN
epaa-3696	755	13	turnover	turnover	NOUN
epaa-3696	755	14	.	.	PUNCT
epaa-3696	756	1	educational	educational	ADJ
epaa-3696	756	2	evaluation	evaluation	NOUN
epaa-3696	756	3	and	and	CCONJ
epaa-3696	756	4	policy	policy	NOUN
epaa-3696	756	5	analysis	analysis	NOUN
epaa-3696	756	6	,	,	PUNCT
epaa-3696	756	7	34(4	34(4	NUM
epaa-3696	756	8	)	)	PUNCT
epaa-3696	756	9	,	,	PUNCT
epaa-3696	756	10	1–64	1–64	PROPN
epaa-3696	756	11	.	.	PUNCT
epaa-3696	756	12	https://doi.org/10.3102/0162373712454326	https://doi.org/10.3102/0162373712454326	PROPN
epaa-3696	756	13	ingersoll	ingersoll	PROPN
epaa-3696	756	14	,	,	PUNCT
epaa-3696	756	15	r.	r.	PROPN
epaa-3696	756	16	m.	m.	PROPN
epaa-3696	756	17	,	,	PUNCT
epaa-3696	756	18	merrill	merrill	PROPN
epaa-3696	756	19	,	,	PUNCT
epaa-3696	756	20	l.	l.	PROPN
epaa-3696	756	21	,	,	PUNCT
epaa-3696	756	22	&	&	CCONJ
epaa-3696	756	23	may	may	AUX
epaa-3696	756	24	,	,	PUNCT
epaa-3696	756	25	h.	h.	PROPN
epaa-3696	756	26	(	(	PUNCT
epaa-3696	756	27	2014	2014	NUM
epaa-3696	756	28	)	)	PUNCT
epaa-3696	756	29	.	.	PUNCT
epaa-3696	757	1	what	what	PRON
epaa-3696	757	2	are	be	AUX
epaa-3696	757	3	the	the	DET
epaa-3696	757	4	effects	effect	NOUN
epaa-3696	757	5	of	of	ADP
epaa-3696	757	6	teacher	teacher	NOUN
epaa-3696	757	7	education	education	NOUN
epaa-3696	757	8	and	and	CCONJ
epaa-3696	757	9	preparation	preparation	NOUN
epaa-3696	757	10	on	on	ADP
epaa-3696	757	11	beginning	begin	VERB
epaa-3696	757	12	teacher	teacher	NOUN
epaa-3696	757	13	retention	retention	NOUN
epaa-3696	757	14	?	?	PUNCT
epaa-3696	758	1	philadelphia	philadelphia	PROPN
epaa-3696	758	2	,	,	PUNCT
epaa-3696	758	3	pa	pa	PROPN
epaa-3696	758	4	:	:	PUNCT
epaa-3696	758	5	consortium	consortium	NOUN
epaa-3696	758	6	for	for	ADP
epaa-3696	758	7	policy	policy	NOUN
epaa-3696	758	8	research	research	NOUN
epaa-3696	758	9	in	in	ADP
epaa-3696	758	10	education	education	NOUN
epaa-3696	758	11	.	.	PUNCT
epaa-3696	759	1	ingersoll	ingersoll	PROPN
epaa-3696	759	2	,	,	PUNCT
epaa-3696	759	3	r.	r.	PROPN
epaa-3696	759	4	m.	m.	PROPN
epaa-3696	759	5	,	,	PUNCT
epaa-3696	759	6	merrill	merrill	PROPN
epaa-3696	759	7	,	,	PUNCT
epaa-3696	759	8	l.	l.	PROPN
epaa-3696	759	9	,	,	PUNCT
epaa-3696	759	10	&	&	CCONJ
epaa-3696	759	11	stuckey	stuckey	PROPN
epaa-3696	759	12	,	,	PUNCT
epaa-3696	759	13	d.	d.	PROPN
epaa-3696	759	14	(	(	PUNCT
epaa-3696	759	15	2014	2014	NUM
epaa-3696	759	16	)	)	PUNCT
epaa-3696	759	17	.	.	PUNCT
epaa-3696	760	1	seven	seven	NUM
epaa-3696	760	2	trends	trend	NOUN
epaa-3696	760	3	:	:	PUNCT
epaa-3696	760	4	the	the	DET
epaa-3696	760	5	transformation	transformation	NOUN
epaa-3696	760	6	of	of	ADP
epaa-3696	760	7	the	the	DET
epaa-3696	760	8	teaching	teaching	NOUN
epaa-3696	760	9	force	force	NOUN
epaa-3696	760	10	.	.	PUNCT
epaa-3696	761	1	philadelphia	philadelphia	PROPN
epaa-3696	761	2	,	,	PUNCT
epaa-3696	761	3	pa	pa	PROPN
epaa-3696	761	4	:	:	PUNCT
epaa-3696	761	5	consortium	consortium	NOUN
epaa-3696	761	6	for	for	ADP
epaa-3696	761	7	policy	policy	NOUN
epaa-3696	761	8	research	research	NOUN
epaa-3696	761	9	in	in	ADP
epaa-3696	761	10	education	education	NOUN
epaa-3696	761	11	.	.	PUNCT
epaa-3696	762	1	retrieved	retrieve	VERB
epaa-3696	762	2	from	from	ADP
epaa-3696	762	3	http://www.cpre.org/7trends	http://www.cpre.org/7trend	NOUN
epaa-3696	762	4	ingersoll	ingersoll	PROPN
epaa-3696	762	5	,	,	PUNCT
epaa-3696	762	6	r.	r.	PROPN
epaa-3696	762	7	m.	m.	PROPN
epaa-3696	762	8	,	,	PUNCT
epaa-3696	762	9	&	&	CCONJ
epaa-3696	762	10	perda	perda	PROPN
epaa-3696	762	11	,	,	PUNCT
epaa-3696	762	12	d.	d.	PROPN
epaa-3696	762	13	(	(	PUNCT
epaa-3696	762	14	2010	2010	NUM
epaa-3696	762	15	)	)	PUNCT
epaa-3696	762	16	.	.	PUNCT
epaa-3696	763	1	is	be	AUX
epaa-3696	763	2	the	the	DET
epaa-3696	763	3	supply	supply	NOUN
epaa-3696	763	4	of	of	ADP
epaa-3696	763	5	mathematics	mathematic	NOUN
epaa-3696	763	6	and	and	CCONJ
epaa-3696	763	7	science	science	NOUN
epaa-3696	763	8	teachers	teacher	NOUN
epaa-3696	763	9	sufficient	sufficient	ADJ
epaa-3696	763	10	?	?	PUNCT
epaa-3696	764	1	american	american	ADJ
epaa-3696	764	2	educational	educational	ADJ
epaa-3696	764	3	research	research	PROPN
epaa-3696	764	4	journal	journal	PROPN
epaa-3696	764	5	,	,	PUNCT
epaa-3696	764	6	47(3	47(3	NUM
epaa-3696	764	7	)	)	PUNCT
epaa-3696	764	8	,	,	PUNCT
epaa-3696	764	9	563–594	563–594	NUM
epaa-3696	764	10	.	.	PUNCT
epaa-3696	765	1	https://doi.org/10.3102/0002831210370711	https://doi.org/10.3102/0002831210370711	PROPN
epaa-3696	765	2	ingersoll	ingersoll	PROPN
epaa-3696	765	3	,	,	PUNCT
epaa-3696	765	4	r.	r.	PROPN
epaa-3696	765	5	m.	m.	PROPN
epaa-3696	765	6	,	,	PUNCT
epaa-3696	765	7	&	&	CCONJ
epaa-3696	765	8	strong	strong	ADJ
epaa-3696	765	9	,	,	PUNCT
epaa-3696	765	10	m.	m.	NOUN
epaa-3696	765	11	(	(	PUNCT
epaa-3696	765	12	2011	2011	NUM
epaa-3696	765	13	)	)	PUNCT
epaa-3696	765	14	.	.	PUNCT
epaa-3696	766	1	the	the	DET
epaa-3696	766	2	impact	impact	NOUN
epaa-3696	766	3	of	of	ADP
epaa-3696	766	4	induction	induction	NOUN
epaa-3696	766	5	and	and	CCONJ
epaa-3696	766	6	mentoring	mentor	VERB
epaa-3696	766	7	programs	program	NOUN
epaa-3696	766	8	for	for	ADP
epaa-3696	766	9	beginning	begin	VERB
epaa-3696	766	10	teachers	teacher	NOUN
epaa-3696	766	11	:	:	PUNCT
epaa-3696	766	12	a	a	DET
epaa-3696	766	13	critical	critical	ADJ
epaa-3696	766	14	review	review	NOUN
epaa-3696	766	15	of	of	ADP
epaa-3696	766	16	the	the	DET
epaa-3696	766	17	research	research	NOUN
epaa-3696	766	18	.	.	PUNCT
epaa-3696	767	1	review	review	NOUN
epaa-3696	767	2	of	of	ADP
epaa-3696	767	3	educational	educational	ADJ
epaa-3696	767	4	research	research	NOUN
epaa-3696	767	5	,	,	PUNCT
epaa-3696	767	6	81(2	81(2	NUM
epaa-3696	767	7	)	)	PUNCT
epaa-3696	767	8	,	,	PUNCT
epaa-3696	767	9	201	201	NUM
epaa-3696	767	10	–	–	PUNCT
epaa-3696	767	11	233	233	NUM
epaa-3696	767	12	.	.	PUNCT
epaa-3696	768	1	https://doi.org/10.3102/0034654311403323	https://doi.org/10.3102/0034654311403323	X
epaa-3696	768	2	jackson	jackson	PROPN
epaa-3696	768	3	,	,	PUNCT
epaa-3696	768	4	c.	c.	PROPN
epaa-3696	768	5	k.	k.	PROPN
epaa-3696	768	6	,	,	PUNCT
epaa-3696	768	7	&	&	CCONJ
epaa-3696	768	8	bruegmann	bruegmann	PROPN
epaa-3696	768	9	,	,	PUNCT
epaa-3696	768	10	e.	e.	PROPN
epaa-3696	768	11	(	(	PUNCT
epaa-3696	768	12	2009	2009	NUM
epaa-3696	768	13	)	)	PUNCT
epaa-3696	768	14	.	.	PUNCT
epaa-3696	769	1	teaching	teach	VERB
epaa-3696	769	2	students	student	NOUN
epaa-3696	769	3	and	and	CCONJ
epaa-3696	769	4	teaching	teach	VERB
epaa-3696	769	5	each	each	DET
epaa-3696	769	6	other	other	ADJ
epaa-3696	769	7	:	:	PUNCT
epaa-3696	769	8	the	the	DET
epaa-3696	769	9	importance	importance	NOUN
epaa-3696	769	10	of	of	ADP
epaa-3696	769	11	peer	peer	NOUN
epaa-3696	769	12	learning	learn	VERB
epaa-3696	769	13	for	for	ADP
epaa-3696	769	14	teachers	teacher	NOUN
epaa-3696	769	15	.	.	PUNCT
epaa-3696	770	1	american	american	PROPN
epaa-3696	770	2	economic	economic	PROPN
epaa-3696	770	3	journal	journal	PROPN
epaa-3696	770	4	:	:	PUNCT
epaa-3696	770	5	applied	apply	VERB
epaa-3696	770	6	economics	economic	NOUN
epaa-3696	770	7	,	,	PUNCT
epaa-3696	770	8	1(4	1(4	NUM
epaa-3696	770	9	)	)	PUNCT
epaa-3696	770	10	,	,	PUNCT
epaa-3696	770	11	85–108	85–108	NUM
epaa-3696	770	12	.	.	PUNCT
epaa-3696	771	1	https://doi.org/10.3386/w15202	https://doi.org/10.3386/w15202	PROPN
epaa-3696	771	2	kena	kena	PROPN
epaa-3696	771	3	,	,	PUNCT
epaa-3696	771	4	g.	g.	PROPN
epaa-3696	771	5	,	,	PUNCT
epaa-3696	771	6	hussar	hussar	PROPN
epaa-3696	771	7	,	,	PUNCT
epaa-3696	771	8	w.	w.	PROPN
epaa-3696	771	9	,	,	PUNCT
epaa-3696	771	10	mcfarland	mcfarland	PROPN
epaa-3696	771	11	,	,	PUNCT
epaa-3696	771	12	j.	j.	PROPN
epaa-3696	771	13	,	,	PUNCT
epaa-3696	771	14	de	de	PROPN
epaa-3696	771	15	brey	brey	PROPN
epaa-3696	771	16	,	,	PUNCT
epaa-3696	771	17	c.	c.	PROPN
epaa-3696	771	18	,	,	PUNCT
epaa-3696	771	19	musu	musu	NOUN
epaa-3696	771	20	-	-	NOUN
epaa-3696	771	21	gillette	gillette	PROPN
epaa-3696	771	22	,	,	PUNCT
epaa-3696	771	23	l.	l.	PROPN
epaa-3696	771	24	,	,	PUNCT
epaa-3696	771	25	wang	wang	PROPN
epaa-3696	771	26	,	,	PUNCT
epaa-3696	771	27	x.	x.	NOUN
epaa-3696	771	28	,	,	PUNCT
epaa-3696	771	29	…	…	PUNCT
epaa-3696	771	30	dunlop	dunlop	NOUN
epaa-3696	771	31	velez	velez	NOUN
epaa-3696	771	32	,	,	PUNCT
epaa-3696	771	33	e.	e.	PROPN
epaa-3696	771	34	(	(	PUNCT
epaa-3696	771	35	2016	2016	NUM
epaa-3696	771	36	)	)	PUNCT
epaa-3696	771	37	.	.	PUNCT
epaa-3696	772	1	the	the	DET
epaa-3696	772	2	condition	condition	NOUN
epaa-3696	772	3	of	of	ADP
epaa-3696	772	4	education	education	NOUN
epaa-3696	772	5	2016	2016	NUM
epaa-3696	772	6	.	.	PUNCT
epaa-3696	773	1	washington	washington	PROPN
epaa-3696	773	2	,	,	PUNCT
epaa-3696	773	3	dc	dc	PROPN
epaa-3696	773	4	:	:	PUNCT
epaa-3696	773	5	u.s	u.s	PROPN
epaa-3696	773	6	.	.	PROPN
epaa-3696	773	7	department	department	PROPN
epaa-3696	773	8	of	of	ADP
epaa-3696	773	9	education	education	NOUN
epaa-3696	773	10	.	.	PUNCT
epaa-3696	774	1	kini	kini	PROPN
epaa-3696	774	2	,	,	PUNCT
epaa-3696	774	3	t.	t.	PROPN
epaa-3696	774	4	,	,	PUNCT
epaa-3696	774	5	&	&	CCONJ
epaa-3696	774	6	podolsky	podolsky	PROPN
epaa-3696	774	7	,	,	PUNCT
epaa-3696	774	8	a.	a.	NOUN
epaa-3696	774	9	(	(	PUNCT
epaa-3696	774	10	2016	2016	NUM
epaa-3696	774	11	)	)	PUNCT
epaa-3696	774	12	.	.	PUNCT
epaa-3696	775	1	does	do	AUX
epaa-3696	775	2	teaching	teach	VERB
epaa-3696	775	3	experience	experience	NOUN
epaa-3696	775	4	increase	increase	NOUN
epaa-3696	775	5	teacher	teacher	NOUN
epaa-3696	775	6	effectiveness	effectiveness	NOUN
epaa-3696	775	7	?	?	PUNCT
epaa-3696	776	1	palo	palo	PROPN
epaa-3696	776	2	alto	alto	PROPN
epaa-3696	776	3	,	,	PUNCT
epaa-3696	776	4	ca	can	AUX
epaa-3696	776	5	:	:	PUNCT
epaa-3696	776	6	learning	learn	VERB
epaa-3696	776	7	policy	policy	NOUN
epaa-3696	776	8	institute	institute	PROPN
epaa-3696	776	9	.	.	PUNCT
epaa-3696	777	1	kraft	kraft	PROPN
epaa-3696	777	2	,	,	PUNCT
epaa-3696	777	3	m.	m.	NOUN
epaa-3696	777	4	a.	a.	PROPN
epaa-3696	777	5	,	,	PUNCT
epaa-3696	777	6	&	&	CCONJ
epaa-3696	777	7	papay	papay	PROPN
epaa-3696	777	8	,	,	PUNCT
epaa-3696	777	9	j.	j.	PROPN
epaa-3696	777	10	p.	p.	PROPN
epaa-3696	777	11	(	(	PUNCT
epaa-3696	777	12	2014	2014	NUM
epaa-3696	777	13	)	)	PUNCT
epaa-3696	777	14	.	.	PUNCT
epaa-3696	778	1	can	can	AUX
epaa-3696	778	2	professional	professional	ADJ
epaa-3696	778	3	environments	environment	NOUN
epaa-3696	778	4	in	in	ADP
epaa-3696	778	5	schools	school	NOUN
epaa-3696	778	6	promote	promote	VERB
epaa-3696	778	7	teacher	teacher	NOUN
epaa-3696	778	8	development	development	NOUN
epaa-3696	778	9	?	?	PUNCT
epaa-3696	779	1	explaining	explain	VERB
epaa-3696	779	2	heterogeneity	heterogeneity	NOUN
epaa-3696	779	3	in	in	ADP
epaa-3696	779	4	returns	return	NOUN
epaa-3696	779	5	to	to	ADP
epaa-3696	779	6	teaching	teaching	NOUN
epaa-3696	779	7	experience	experience	NOUN
epaa-3696	779	8	.	.	PUNCT
epaa-3696	780	1	educational	educational	ADJ
epaa-3696	780	2	evaluation	evaluation	NOUN
epaa-3696	780	3	and	and	CCONJ
epaa-3696	780	4	policy	policy	NOUN
epaa-3696	780	5	analysis	analysis	NOUN
epaa-3696	780	6	,	,	PUNCT
epaa-3696	780	7	36(4	36(4	NUM
epaa-3696	780	8	)	)	PUNCT
epaa-3696	780	9	,	,	PUNCT
epaa-3696	780	10	476–500	476–500	NUM
epaa-3696	780	11	.	.	PUNCT
epaa-3696	781	1	https://doi.org/10.3102/0162373713519496	https://doi.org/10.3102/0162373713519496	NOUN
epaa-3696	781	2	krqe	krqe	VERB
epaa-3696	781	3	media	medium	NOUN
epaa-3696	781	4	.	.	PUNCT
epaa-3696	782	1	(	(	PUNCT
epaa-3696	782	2	2018	2018	NUM
epaa-3696	782	3	,	,	PUNCT
epaa-3696	782	4	june	june	PROPN
epaa-3696	782	5	25	25	NUM
epaa-3696	782	6	)	)	PUNCT
epaa-3696	782	7	.	.	PUNCT
epaa-3696	783	1	new	new	PROPN
epaa-3696	783	2	mexico	mexico	PROPN
epaa-3696	783	3	faces	face	VERB
epaa-3696	783	4	teacher	teacher	NOUN
epaa-3696	783	5	shortages	shortage	NOUN
epaa-3696	783	6	.	.	PUNCT
epaa-3696	784	1	author	author	NOUN
epaa-3696	784	2	.	.	PUNCT
epaa-3696	785	1	https://www.krqe.com/news/education/new-mexico-faces-teacher-shortage/1261836517	https://www.krqe.com/news/education/new-mexico-faces-teacher-shortage/1261836517	PROPN
epaa-3696	785	2	learning	learn	VERB
epaa-3696	785	3	policy	policy	PROPN
epaa-3696	785	4	institute	institute	NOUN
epaa-3696	785	5	.	.	PUNCT
epaa-3696	786	1	(	(	PUNCT
epaa-3696	786	2	2017	2017	NUM
epaa-3696	786	3	)	)	PUNCT
epaa-3696	786	4	.	.	PUNCT
epaa-3696	787	1	uncertified	uncertified	ADJ
epaa-3696	787	2	teachers	teacher	NOUN
epaa-3696	787	3	and	and	CCONJ
epaa-3696	787	4	teacher	teacher	NOUN
epaa-3696	787	5	vacancies	vacancy	NOUN
epaa-3696	787	6	by	by	ADP
epaa-3696	787	7	state	state	NOUN
epaa-3696	787	8	.	.	PUNCT
epaa-3696	788	1	palo	palo	PROPN
epaa-3696	788	2	alto	alto	PROPN
epaa-3696	788	3	,	,	PUNCT
epaa-3696	788	4	ca	can	AUX
epaa-3696	788	5	:	:	PUNCT
epaa-3696	788	6	author	author	NOUN
epaa-3696	788	7	.	.	PUNCT
epaa-3696	789	1	retrieved	retrieve	VERB
epaa-3696	789	2	from	from	ADP
epaa-3696	789	3	https://learningpolicyinstitute.org/uncertified-teachers-and-teachervacancies-state	https://learningpolicyinstitute.org/uncertified-teachers-and-teachervacancies-state	PROPN
epaa-3696	789	4	.	.	PUNCT
epaa-3696	790	1	learning	learn	VERB
epaa-3696	790	2	policy	policy	NOUN
epaa-3696	790	3	institute	institute	NOUN
epaa-3696	790	4	.	.	PUNCT
epaa-3696	791	1	(	(	PUNCT
epaa-3696	791	2	n.d	n.d	PROPN
epaa-3696	791	3	.	.	PROPN
epaa-3696	791	4	)	)	PUNCT
epaa-3696	791	5	.	.	PUNCT
epaa-3696	792	1	understanding	understand	VERB
epaa-3696	792	2	teacher	teacher	NOUN
epaa-3696	792	3	shortages	shortage	NOUN
epaa-3696	792	4	.	.	PUNCT
epaa-3696	793	1	palo	palo	PROPN
epaa-3696	793	2	alto	alto	PROPN
epaa-3696	793	3	,	,	PUNCT
epaa-3696	793	4	ca	can	AUX
epaa-3696	793	5	:	:	PUNCT
epaa-3696	793	6	author	author	NOUN
epaa-3696	793	7	.	.	PUNCT
epaa-3696	794	1	retrieved	retrieve	VERB
epaa-3696	794	2	from	from	ADP
epaa-3696	794	3	https://learningpolicyinstitute.org/product/understanding-teacher-shortages-interactive	https://learningpolicyinstitute.org/product/understanding-teacher-shortages-interactive	ADJ
epaa-3696	794	4	.	.	PUNCT
epaa-3696	795	1	https://doi.org/10.1177/003172171109200608	https://doi.org/10.1177/003172171109200608	PUNCT
epaa-3696	796	1	https://doi.org/10.1177/003172171109300111	https://doi.org/10.1177/003172171109300111	ADJ
epaa-3696	796	2	https://doi.org/10.12698/cpre.2011.rr69	https://doi.org/10.12698/cpre.2011.rr69	NOUN
epaa-3696	796	3	https://doi.org/10.3102/0162373712454326	https://doi.org/10.3102/0162373712454326	PRON
epaa-3696	796	4	https://doi.org/10.3102/0002831210370711	https://doi.org/10.3102/0002831210370711	VERB
epaa-3696	796	5	https://doi.org/10.3386/w15202	https://doi.org/10.3386/w15202	PROPN
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epaa-3696	796	7	an	an	DET
epaa-3696	796	8	analysis	analysis	NOUN
epaa-3696	796	9	of	of	ADP
epaa-3696	796	10	teacher	teacher	NOUN
epaa-3696	796	11	supply	supply	NOUN
epaa-3696	796	12	and	and	CCONJ
epaa-3696	796	13	demand	demand	NOUN
epaa-3696	796	14	in	in	ADP
epaa-3696	796	15	the	the	DET
epaa-3696	796	16	united	united	PROPN
epaa-3696	796	17	states	states	PROPN
epaa-3696	796	18	33	33	NUM
epaa-3696	796	19	levin	levin	PROPN
epaa-3696	796	20	,	,	PUNCT
epaa-3696	796	21	j.	j.	PROPN
epaa-3696	796	22	,	,	PUNCT
epaa-3696	796	23	berg	berg	PROPN
epaa-3696	796	24	-	-	PUNCT
epaa-3696	796	25	jacobson	jacobson	PROPN
epaa-3696	796	26	,	,	PUNCT
epaa-3696	796	27	a.	a.	PROPN
epaa-3696	796	28	,	,	PUNCT
epaa-3696	796	29	atchison	atchison	PROPN
epaa-3696	796	30	,	,	PUNCT
epaa-3696	796	31	d.	d.	PROPN
epaa-3696	796	32	,	,	PUNCT
epaa-3696	796	33	lee	lee	PROPN
epaa-3696	796	34	,	,	PUNCT
epaa-3696	796	35	k.	k.	PROPN
epaa-3696	796	36	,	,	PUNCT
epaa-3696	796	37	&	&	CCONJ
epaa-3696	796	38	vontsolos	vontsolos	PROPN
epaa-3696	796	39	,	,	PUNCT
epaa-3696	796	40	e.	e.	PROPN
epaa-3696	796	41	(	(	PUNCT
epaa-3696	796	42	2015	2015	NUM
epaa-3696	796	43	)	)	PUNCT
epaa-3696	796	44	.	.	PUNCT
epaa-3696	797	1	massachusetts	massachusetts	PROPN
epaa-3696	797	2	study	study	PROPN
epaa-3696	797	3	of	of	ADP
epaa-3696	797	4	teacher	teacher	NOUN
epaa-3696	797	5	supply	supply	NOUN
epaa-3696	797	6	and	and	CCONJ
epaa-3696	797	7	demand	demand	NOUN
epaa-3696	797	8	trends	trend	NOUN
epaa-3696	797	9	and	and	CCONJ
epaa-3696	797	10	projections	projection	NOUN
epaa-3696	797	11	.	.	PUNCT
epaa-3696	798	1	washington	washington	PROPN
epaa-3696	798	2	,	,	PUNCT
epaa-3696	798	3	dc	dc	PROPN
epaa-3696	798	4	:	:	PUNCT
epaa-3696	798	5	american	american	PROPN
epaa-3696	798	6	institutes	institutes	PROPN
epaa-3696	798	7	for	for	ADP
epaa-3696	798	8	research	research	NOUN
epaa-3696	798	9	.	.	PUNCT
epaa-3696	799	1	loeb	loeb	PROPN
epaa-3696	799	2	,	,	PUNCT
epaa-3696	799	3	s.	s.	PROPN
epaa-3696	799	4	&	&	CCONJ
epaa-3696	799	5	beteille	beteille	PROPN
epaa-3696	799	6	,	,	PUNCT
epaa-3696	799	7	t.	t.	PROPN
epaa-3696	799	8	(	(	PUNCT
epaa-3696	799	9	2009	2009	NUM
epaa-3696	799	10	)	)	PUNCT
epaa-3696	799	11	.	.	PUNCT
epaa-3696	800	1	teacher	teacher	NOUN
epaa-3696	800	2	quality	quality	NOUN
epaa-3696	800	3	and	and	CCONJ
epaa-3696	800	4	teacher	teacher	NOUN
epaa-3696	800	5	labor	labor	NOUN
epaa-3696	800	6	markets	market	NOUN
epaa-3696	800	7	.	.	PUNCT
epaa-3696	801	1	in	in	ADP
epaa-3696	801	2	g.	g.	PROPN
epaa-3696	801	3	sykes	sykes	PROPN
epaa-3696	801	4	,	,	PUNCT
epaa-3696	801	5	b.	b.	PROPN
epaa-3696	801	6	schneider	schneider	PROPN
epaa-3696	801	7	&	&	CCONJ
epaa-3696	801	8	d.	d.	PROPN
epaa-3696	801	9	n.	n.	PROPN
epaa-3696	801	10	plank	plank	PROPN
epaa-3696	801	11	(	(	PUNCT
epaa-3696	801	12	eds	ed	NOUN
epaa-3696	801	13	.	.	PUNCT
epaa-3696	801	14	)	)	PUNCT
epaa-3696	801	15	.	.	PUNCT
epaa-3696	802	1	handbook	handbook	NOUN
epaa-3696	802	2	of	of	ADP
epaa-3696	802	3	education	education	NOUN
epaa-3696	802	4	policy	policy	NOUN
epaa-3696	802	5	research	research	NOUN
epaa-3696	802	6	(	(	PUNCT
epaa-3696	802	7	pp	pp	ADJ
epaa-3696	802	8	.	.	PUNCT
epaa-3696	802	9	596	596	NUM
epaa-3696	802	10	-	-	NUM
epaa-3696	802	11	612	612	NUM
epaa-3696	802	12	)	)	PUNCT
epaa-3696	802	13	.	.	PUNCT
epaa-3696	803	1	florence	florence	NOUN
epaa-3696	803	2	,	,	PUNCT
epaa-3696	803	3	ky	ky	PROPN
epaa-3696	803	4	:	:	PUNCT
epaa-3696	803	5	routledge	routledge	PROPN
epaa-3696	803	6	.	.	PUNCT
epaa-3696	804	1	loeb	loeb	PROPN
epaa-3696	804	2	,	,	PUNCT
epaa-3696	804	3	s.	s.	PROPN
epaa-3696	804	4	,	,	PUNCT
epaa-3696	804	5	darling	darling	NOUN
epaa-3696	804	6	-	-	PUNCT
epaa-3696	804	7	hammond	hammond	PROPN
epaa-3696	804	8	,	,	PUNCT
epaa-3696	804	9	l.	l.	PROPN
epaa-3696	804	10	,	,	PUNCT
epaa-3696	804	11	&	&	CCONJ
epaa-3696	804	12	luczak	luczak	PROPN
epaa-3696	804	13	,	,	PUNCT
epaa-3696	804	14	j.	j.	PROPN
epaa-3696	804	15	(	(	PUNCT
epaa-3696	804	16	2005	2005	NUM
epaa-3696	804	17	)	)	PUNCT
epaa-3696	804	18	.	.	PUNCT
epaa-3696	805	1	how	how	SCONJ
epaa-3696	805	2	teaching	teaching	NOUN
epaa-3696	805	3	conditions	condition	NOUN
epaa-3696	805	4	predict	predict	VERB
epaa-3696	805	5	teacher	teacher	NOUN
epaa-3696	805	6	turnover	turnover	NOUN
epaa-3696	805	7	.	.	PUNCT
epaa-3696	806	1	peabody	peabody	PROPN
epaa-3696	806	2	journal	journal	PROPN
epaa-3696	806	3	of	of	ADP
epaa-3696	806	4	education	education	PROPN
epaa-3696	806	5	,	,	PUNCT
epaa-3696	806	6	80(3	80(3	NUM
epaa-3696	806	7	)	)	PUNCT
epaa-3696	806	8	,	,	PUNCT
epaa-3696	806	9	44–70	44–70	NUM
epaa-3696	806	10	.	.	PUNCT
epaa-3696	807	1	https://doi.org/10.1207/s15327930pje8003_4	https://doi.org/10.1207/s15327930pje8003_4	PROPN
epaa-3696	807	2	marinell	marinell	PROPN
epaa-3696	807	3	,	,	PUNCT
epaa-3696	807	4	w.	w.	PROPN
epaa-3696	807	5	h.	h.	PROPN
epaa-3696	807	6	,	,	PUNCT
epaa-3696	807	7	coca	coca	PROPN
epaa-3696	807	8	,	,	PUNCT
epaa-3696	807	9	v.	v.	ADP
epaa-3696	807	10	m.	m.	PROPN
epaa-3696	807	11	,	,	PUNCT
epaa-3696	807	12	arum	arum	PROPN
epaa-3696	807	13	,	,	PUNCT
epaa-3696	807	14	r.	r.	PROPN
epaa-3696	807	15	,	,	PUNCT
epaa-3696	807	16	goldstein	goldstein	PROPN
epaa-3696	807	17	,	,	PUNCT
epaa-3696	807	18	j.	j.	PROPN
epaa-3696	807	19	,	,	PUNCT
epaa-3696	807	20	kemple	kemple	PROPN
epaa-3696	807	21	,	,	PUNCT
epaa-3696	807	22	j.	j.	PROPN
epaa-3696	807	23	,	,	PUNCT
epaa-3696	807	24	pallas	pallas	PROPN
epaa-3696	807	25	,	,	PUNCT
epaa-3696	807	26	a.	a.	NOUN
epaa-3696	807	27	,	,	PUNCT
epaa-3696	807	28	…	…	PUNCT
epaa-3696	807	29	tanner	tanner	NOUN
epaa-3696	807	30	,	,	PUNCT
epaa-3696	807	31	b.	b.	PROPN
epaa-3696	807	32	(	(	PUNCT
epaa-3696	807	33	2013	2013	NUM
epaa-3696	807	34	)	)	PUNCT
epaa-3696	807	35	.	.	PUNCT
epaa-3696	808	1	who	who	PRON
epaa-3696	808	2	stays	stay	VERB
epaa-3696	808	3	and	and	CCONJ
epaa-3696	808	4	who	who	PRON
epaa-3696	808	5	leaves	leave	VERB
epaa-3696	808	6	?	?	PUNCT
epaa-3696	809	1	findings	finding	NOUN
epaa-3696	809	2	from	from	ADP
epaa-3696	809	3	a	a	DET
epaa-3696	809	4	three	three	NUM
epaa-3696	809	5	-	-	PUNCT
epaa-3696	809	6	part	part	NOUN
epaa-3696	809	7	study	study	NOUN
epaa-3696	809	8	of	of	ADP
epaa-3696	809	9	teacher	teacher	NOUN
epaa-3696	809	10	turnover	turnover	NOUN
epaa-3696	809	11	in	in	ADP
epaa-3696	809	12	nyc	nyc	PROPN
epaa-3696	809	13	middle	middle	PROPN
epaa-3696	809	14	schools	school	NOUN
epaa-3696	809	15	.	.	PUNCT
epaa-3696	810	1	new	new	PROPN
epaa-3696	810	2	york	york	PROPN
epaa-3696	810	3	,	,	PUNCT
epaa-3696	810	4	ny	ny	PROPN
epaa-3696	810	5	:	:	PUNCT
epaa-3696	810	6	research	research	NOUN
epaa-3696	810	7	alliance	alliance	NOUN
epaa-3696	810	8	for	for	ADP
epaa-3696	810	9	new	new	PROPN
epaa-3696	810	10	york	york	PROPN
epaa-3696	810	11	schools	school	NOUN
epaa-3696	810	12	.	.	PUNCT
epaa-3696	811	1	murnane	murnane	PROPN
epaa-3696	811	2	,	,	PUNCT
epaa-3696	811	3	r.	r.	PROPN
epaa-3696	811	4	j.	j.	PROPN
epaa-3696	811	5	,	,	PUNCT
epaa-3696	811	6	singer	singer	NOUN
epaa-3696	811	7	,	,	PUNCT
epaa-3696	811	8	j.	j.	PROPN
epaa-3696	811	9	d.	d.	PROPN
epaa-3696	811	10	,	,	PUNCT
epaa-3696	811	11	&	&	CCONJ
epaa-3696	811	12	willett	willett	PROPN
epaa-3696	811	13	,	,	PUNCT
epaa-3696	811	14	j.	j.	PROPN
epaa-3696	811	15	b.	b.	PROPN
epaa-3696	811	16	(	(	PUNCT
epaa-3696	811	17	1989	1989	NUM
epaa-3696	811	18	)	)	PUNCT
epaa-3696	811	19	.	.	PUNCT
epaa-3696	812	1	the	the	DET
epaa-3696	812	2	influences	influence	NOUN
epaa-3696	812	3	of	of	ADP
epaa-3696	812	4	salaries	salary	NOUN
epaa-3696	812	5	and	and	CCONJ
epaa-3696	812	6	“	"	PUNCT
epaa-3696	812	7	opportunity	opportunity	NOUN
epaa-3696	812	8	costs	cost	NOUN
epaa-3696	812	9	”	"	PUNCT
epaa-3696	812	10	on	on	ADP
epaa-3696	812	11	teachers	teacher	NOUN
epaa-3696	812	12	’	’	PART
epaa-3696	812	13	career	career	NOUN
epaa-3696	812	14	choices	choice	NOUN
epaa-3696	812	15	:	:	PUNCT
epaa-3696	812	16	evidence	evidence	NOUN
epaa-3696	812	17	from	from	ADP
epaa-3696	812	18	north	north	PROPN
epaa-3696	812	19	carolina	carolina	PROPN
epaa-3696	812	20	.	.	PUNCT
epaa-3696	813	1	harvard	harvard	PROPN
epaa-3696	813	2	educational	educational	PROPN
epaa-3696	813	3	review	review	PROPN
epaa-3696	813	4	,	,	PUNCT
epaa-3696	813	5	59(3	59(3	NUM
epaa-3696	813	6	)	)	PUNCT
epaa-3696	813	7	,	,	PUNCT
epaa-3696	813	8	325–347	325–347	NUM
epaa-3696	813	9	.	.	PUNCT
epaa-3696	814	1	https://doi.org/10.17763/haer.59.3.040r1583036775um	https://doi.org/10.17763/haer.59.3.040r1583036775um	PROPN
epaa-3696	814	2	murnane	murnane	PROPN
epaa-3696	814	3	,	,	PUNCT
epaa-3696	814	4	r.	r.	PROPN
epaa-3696	814	5	,	,	PUNCT
epaa-3696	814	6	singer	singer	NOUN
epaa-3696	814	7	,	,	PUNCT
epaa-3696	814	8	j.	j.	PROPN
epaa-3696	814	9	d.	d.	PROPN
epaa-3696	814	10	,	,	PUNCT
epaa-3696	814	11	willett	willett	PROPN
epaa-3696	814	12	,	,	PUNCT
epaa-3696	814	13	j.	j.	PROPN
epaa-3696	814	14	b.	b.	PROPN
epaa-3696	814	15	,	,	PUNCT
epaa-3696	814	16	kemple	kemple	PROPN
epaa-3696	814	17	,	,	PUNCT
epaa-3696	814	18	j.	j.	PROPN
epaa-3696	814	19	,	,	PUNCT
epaa-3696	814	20	&	&	CCONJ
epaa-3696	814	21	olsen	olsen	PROPN
epaa-3696	814	22	,	,	PUNCT
epaa-3696	814	23	r.	r.	PROPN
epaa-3696	814	24	(	(	PUNCT
epaa-3696	814	25	2009	2009	NUM
epaa-3696	814	26	)	)	PUNCT
epaa-3696	814	27	.	.	PUNCT
epaa-3696	815	1	who	who	PRON
epaa-3696	815	2	will	will	AUX
epaa-3696	815	3	teach	teach	VERB
epaa-3696	815	4	?	?	PUNCT
epaa-3696	815	5	policies	policy	NOUN
epaa-3696	815	6	that	that	PRON
epaa-3696	815	7	matter	matter	VERB
epaa-3696	815	8	.	.	PUNCT
epaa-3696	816	1	cambridge	cambridge	PROPN
epaa-3696	816	2	,	,	PUNCT
epaa-3696	816	3	ma	ma	PROPN
epaa-3696	816	4	:	:	PUNCT
epaa-3696	816	5	harvard	harvard	PROPN
epaa-3696	816	6	university	university	PROPN
epaa-3696	816	7	press	press	NOUN
epaa-3696	816	8	.	.	PUNCT
epaa-3696	817	1	murphy	murphy	PROPN
epaa-3696	817	2	,	,	PUNCT
epaa-3696	817	3	p.	p.	PROPN
epaa-3696	817	4	,	,	PUNCT
epaa-3696	817	5	dearmond	dearmond	PROPN
epaa-3696	817	6	,	,	PUNCT
epaa-3696	817	7	m.	m.	NOUN
epaa-3696	817	8	,	,	PUNCT
epaa-3696	817	9	&	&	CCONJ
epaa-3696	817	10	guin	guin	PROPN
epaa-3696	817	11	,	,	PUNCT
epaa-3696	817	12	k.	k.	PROPN
epaa-3696	817	13	(	(	PUNCT
epaa-3696	817	14	july	july	PROPN
epaa-3696	817	15	31	31	NUM
epaa-3696	817	16	,	,	PUNCT
epaa-3696	817	17	2003	2003	NUM
epaa-3696	817	18	)	)	PUNCT
epaa-3696	817	19	.	.	PUNCT
epaa-3696	818	1	a	a	DET
epaa-3696	818	2	national	national	ADJ
epaa-3696	818	3	crisis	crisis	NOUN
epaa-3696	818	4	or	or	CCONJ
epaa-3696	818	5	localized	localized	ADJ
epaa-3696	818	6	problems	problem	NOUN
epaa-3696	818	7	?	?	PUNCT
epaa-3696	819	1	getting	get	VERB
epaa-3696	819	2	perspective	perspective	NOUN
epaa-3696	819	3	on	on	ADP
epaa-3696	819	4	the	the	DET
epaa-3696	819	5	scope	scope	NOUN
epaa-3696	819	6	and	and	CCONJ
epaa-3696	819	7	scale	scale	NOUN
epaa-3696	819	8	of	of	ADP
epaa-3696	819	9	the	the	DET
epaa-3696	819	10	teacher	teacher	NOUN
epaa-3696	819	11	shortage	shortage	NOUN
epaa-3696	819	12	.	.	PUNCT
epaa-3696	820	1	education	education	NOUN
epaa-3696	820	2	policy	policy	NOUN
epaa-3696	820	3	analysis	analysis	NOUN
epaa-3696	820	4	archives	archive	NOUN
epaa-3696	820	5	,	,	PUNCT
epaa-3696	820	6	11(23	11(23	NOUN
epaa-3696	820	7	)	)	PUNCT
epaa-3696	820	8	.	.	PUNCT
epaa-3696	821	1	https://doi.org/10.14507/epaa.v11n23.2003	https://doi.org/10.14507/epaa.v11n23.2003	ADJ
epaa-3696	821	2	national	national	ADJ
epaa-3696	821	3	center	center	NOUN
epaa-3696	821	4	for	for	ADP
epaa-3696	821	5	education	education	NOUN
epaa-3696	821	6	statistics	statistic	NOUN
epaa-3696	821	7	.	.	PUNCT
epaa-3696	822	1	(	(	PUNCT
epaa-3696	822	2	2004	2004	NUM
epaa-3696	822	3	)	)	PUNCT
epaa-3696	822	4	.	.	PUNCT
epaa-3696	823	1	public	public	ADJ
epaa-3696	823	2	school	school	NOUN
epaa-3696	823	3	teacher	teacher	NOUN
epaa-3696	823	4	file	file	NOUN
epaa-3696	823	5	,	,	PUNCT
epaa-3696	823	6	from	from	ADP
epaa-3696	823	7	the	the	DET
epaa-3696	823	8	schools	school	NOUN
epaa-3696	823	9	and	and	CCONJ
epaa-3696	823	10	staffing	staffing	NOUN
epaa-3696	823	11	survey	survey	NOUN
epaa-3696	823	12	.	.	PUNCT
epaa-3696	824	1	washington	washington	PROPN
epaa-3696	824	2	,	,	PUNCT
epaa-3696	824	3	dc	dc	PROPN
epaa-3696	824	4	:	:	PUNCT
epaa-3696	824	5	u.s	u.s	PROPN
epaa-3696	824	6	.	.	PROPN
epaa-3696	824	7	department	department	PROPN
epaa-3696	824	8	of	of	ADP
epaa-3696	824	9	education	education	NOUN
epaa-3696	824	10	.	.	PUNCT
epaa-3696	825	1	national	national	ADJ
epaa-3696	825	2	center	center	NOUN
epaa-3696	825	3	for	for	ADP
epaa-3696	825	4	education	education	NOUN
epaa-3696	825	5	statistics	statistic	NOUN
epaa-3696	825	6	.	.	PUNCT
epaa-3696	826	1	(	(	PUNCT
epaa-3696	826	2	2005	2005	NUM
epaa-3696	826	3	)	)	PUNCT
epaa-3696	826	4	.	.	PUNCT
epaa-3696	827	1	teacher	teacher	NOUN
epaa-3696	827	2	follow	follow	VERB
epaa-3696	827	3	-	-	PUNCT
epaa-3696	827	4	up	up	ADP
epaa-3696	827	5	survey	survey	NOUN
epaa-3696	827	6	(	(	PUNCT
epaa-3696	827	7	tfs	tfs	PROPN
epaa-3696	827	8	)	)	PUNCT
epaa-3696	827	9	,	,	PUNCT
epaa-3696	827	10	from	from	ADP
epaa-3696	827	11	the	the	DET
epaa-3696	827	12	schools	school	NOUN
epaa-3696	827	13	and	and	CCONJ
epaa-3696	827	14	staffing	staffing	NOUN
epaa-3696	827	15	survey	survey	NOUN
epaa-3696	827	16	.	.	PUNCT
epaa-3696	828	1	washington	washington	PROPN
epaa-3696	828	2	,	,	PUNCT
epaa-3696	828	3	dc	dc	PROPN
epaa-3696	828	4	:	:	PUNCT
epaa-3696	828	5	u.s	u.s	PROPN
epaa-3696	828	6	.	.	PROPN
epaa-3696	828	7	department	department	PROPN
epaa-3696	828	8	of	of	ADP
epaa-3696	828	9	education	education	NOUN
epaa-3696	828	10	.	.	PUNCT
epaa-3696	829	1	national	national	ADJ
epaa-3696	829	2	center	center	NOUN
epaa-3696	829	3	for	for	ADP
epaa-3696	829	4	education	education	NOUN
epaa-3696	829	5	statistics	statistic	NOUN
epaa-3696	829	6	.	.	PUNCT
epaa-3696	830	1	(	(	PUNCT
epaa-3696	830	2	2008	2008	NUM
epaa-3696	830	3	)	)	PUNCT
epaa-3696	830	4	.	.	PUNCT
epaa-3696	831	1	public	public	ADJ
epaa-3696	831	2	school	school	NOUN
epaa-3696	831	3	teacher	teacher	NOUN
epaa-3696	831	4	file	file	NOUN
epaa-3696	831	5	,	,	PUNCT
epaa-3696	831	6	from	from	ADP
epaa-3696	831	7	the	the	DET
epaa-3696	831	8	schools	school	NOUN
epaa-3696	831	9	and	and	CCONJ
epaa-3696	831	10	staffing	staffing	NOUN
epaa-3696	831	11	survey	survey	NOUN
epaa-3696	831	12	.	.	PUNCT
epaa-3696	832	1	washington	washington	PROPN
epaa-3696	832	2	,	,	PUNCT
epaa-3696	832	3	dc	dc	PROPN
epaa-3696	832	4	:	:	PUNCT
epaa-3696	832	5	u.s	u.s	PROPN
epaa-3696	832	6	.	.	PROPN
epaa-3696	832	7	department	department	PROPN
epaa-3696	832	8	of	of	ADP
epaa-3696	832	9	education	education	NOUN
epaa-3696	832	10	.	.	PUNCT
epaa-3696	833	1	national	national	ADJ
epaa-3696	833	2	center	center	NOUN
epaa-3696	833	3	for	for	ADP
epaa-3696	833	4	education	education	NOUN
epaa-3696	833	5	statistics	statistic	NOUN
epaa-3696	833	6	.	.	PUNCT
epaa-3696	834	1	(	(	PUNCT
epaa-3696	834	2	2009	2009	NUM
epaa-3696	834	3	)	)	PUNCT
epaa-3696	834	4	.	.	PUNCT
epaa-3696	835	1	teacher	teacher	NOUN
epaa-3696	835	2	follow	follow	VERB
epaa-3696	835	3	-	-	PUNCT
epaa-3696	835	4	up	up	ADP
epaa-3696	835	5	survey	survey	NOUN
epaa-3696	835	6	(	(	PUNCT
epaa-3696	835	7	tfs	tfs	PROPN
epaa-3696	835	8	)	)	PUNCT
epaa-3696	835	9	,	,	PUNCT
epaa-3696	835	10	from	from	ADP
epaa-3696	835	11	the	the	DET
epaa-3696	835	12	schools	school	NOUN
epaa-3696	835	13	and	and	CCONJ
epaa-3696	835	14	staffing	staffing	NOUN
epaa-3696	835	15	survey	survey	NOUN
epaa-3696	835	16	.	.	PUNCT
epaa-3696	836	1	washington	washington	PROPN
epaa-3696	836	2	,	,	PUNCT
epaa-3696	836	3	dc	dc	PROPN
epaa-3696	836	4	:	:	PUNCT
epaa-3696	836	5	u.s	u.s	PROPN
epaa-3696	836	6	.	.	PROPN
epaa-3696	836	7	department	department	PROPN
epaa-3696	836	8	of	of	ADP
epaa-3696	836	9	education	education	NOUN
epaa-3696	836	10	.	.	PUNCT
epaa-3696	837	1	national	national	ADJ
epaa-3696	837	2	center	center	NOUN
epaa-3696	837	3	for	for	ADP
epaa-3696	837	4	education	education	NOUN
epaa-3696	837	5	statistics	statistic	NOUN
epaa-3696	837	6	.	.	PUNCT
epaa-3696	838	1	(	(	PUNCT
epaa-3696	838	2	2012a	2012a	NUM
epaa-3696	838	3	)	)	PUNCT
epaa-3696	838	4	.	.	PUNCT
epaa-3696	839	1	public	public	ADJ
epaa-3696	839	2	school	school	NOUN
epaa-3696	839	3	teacher	teacher	NOUN
epaa-3696	839	4	file	file	NOUN
epaa-3696	839	5	,	,	PUNCT
epaa-3696	839	6	from	from	ADP
epaa-3696	839	7	the	the	DET
epaa-3696	839	8	schools	school	NOUN
epaa-3696	839	9	and	and	CCONJ
epaa-3696	839	10	staffing	staffing	NOUN
epaa-3696	839	11	survey	survey	NOUN
epaa-3696	839	12	.	.	PUNCT
epaa-3696	840	1	washington	washington	PROPN
epaa-3696	840	2	,	,	PUNCT
epaa-3696	840	3	dc	dc	PROPN
epaa-3696	840	4	:	:	PUNCT
epaa-3696	840	5	u.s	u.s	PROPN
epaa-3696	840	6	.	.	PROPN
epaa-3696	840	7	department	department	PROPN
epaa-3696	840	8	of	of	ADP
epaa-3696	840	9	education	education	NOUN
epaa-3696	840	10	.	.	PUNCT
epaa-3696	841	1	national	national	ADJ
epaa-3696	841	2	center	center	NOUN
epaa-3696	841	3	for	for	ADP
epaa-3696	841	4	education	education	NOUN
epaa-3696	841	5	statistics	statistic	NOUN
epaa-3696	841	6	.	.	PUNCT
epaa-3696	842	1	(	(	PUNCT
epaa-3696	842	2	2012b	2012b	NOUN
epaa-3696	842	3	)	)	PUNCT
epaa-3696	842	4	.	.	PUNCT
epaa-3696	843	1	n2derived	n2derive	VERB
epaa-3696	843	2	data	datum	NOUN
epaa-3696	843	3	file	file	NOUN
epaa-3696	843	4	,	,	PUNCT
epaa-3696	843	5	from	from	ADP
epaa-3696	843	6	the	the	DET
epaa-3696	843	7	baccalaureate	baccalaureate	NOUN
epaa-3696	843	8	and	and	CCONJ
epaa-3696	843	9	beyond	beyond	ADP
epaa-3696	843	10	(	(	PUNCT
epaa-3696	843	11	b&b	b&b	PROPN
epaa-3696	843	12	)	)	PUNCT
epaa-3696	843	13	.	.	PUNCT
epaa-3696	844	1	washington	washington	PROPN
epaa-3696	844	2	,	,	PUNCT
epaa-3696	844	3	dc	dc	PROPN
epaa-3696	844	4	:	:	PUNCT
epaa-3696	844	5	u.s	u.s	PROPN
epaa-3696	844	6	.	.	PROPN
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epaa-3696	844	8	of	of	ADP
epaa-3696	844	9	education	education	NOUN
epaa-3696	844	10	.	.	PUNCT
epaa-3696	845	1	national	national	ADJ
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epaa-3696	845	5	statistics	statistic	NOUN
epaa-3696	845	6	.	.	PUNCT
epaa-3696	846	1	(	(	PUNCT
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epaa-3696	846	3	)	)	PUNCT
epaa-3696	846	4	.	.	PUNCT
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epaa-3696	847	2	follow	follow	VERB
epaa-3696	847	3	-	-	PUNCT
epaa-3696	847	4	up	up	ADP
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epaa-3696	847	6	(	(	PUNCT
epaa-3696	847	7	tfs	tfs	PROPN
epaa-3696	847	8	)	)	PUNCT
epaa-3696	847	9	,	,	PUNCT
epaa-3696	847	10	from	from	ADP
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epaa-3696	847	12	schools	school	NOUN
epaa-3696	847	13	and	and	CCONJ
epaa-3696	847	14	staffing	staffing	NOUN
epaa-3696	847	15	survey	survey	NOUN
epaa-3696	847	16	.	.	PUNCT
epaa-3696	848	1	washington	washington	PROPN
epaa-3696	848	2	,	,	PUNCT
epaa-3696	848	3	dc	dc	PROPN
epaa-3696	848	4	:	:	PUNCT
epaa-3696	848	5	u.s	u.s	PROPN
epaa-3696	848	6	.	.	PROPN
epaa-3696	848	7	department	department	PROPN
epaa-3696	848	8	of	of	ADP
epaa-3696	848	9	education	education	NOUN
epaa-3696	848	10	.	.	PUNCT
epaa-3696	849	1	national	national	ADJ
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epaa-3696	849	3	for	for	ADP
epaa-3696	849	4	education	education	NOUN
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epaa-3696	849	6	.	.	PUNCT
epaa-3696	850	1	(	(	PUNCT
epaa-3696	850	2	n.d	n.d	PROPN
epaa-3696	850	3	.	.	PROPN
epaa-3696	850	4	)	)	PUNCT
epaa-3696	850	5	.	.	PUNCT
epaa-3696	851	1	digest	digest	NOUN
epaa-3696	851	2	of	of	ADP
epaa-3696	851	3	education	education	NOUN
epaa-3696	851	4	statistics	statistic	NOUN
epaa-3696	851	5	:	:	PUNCT
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epaa-3696	851	7	.	.	PUNCT
epaa-3696	852	1	washington	washington	PROPN
epaa-3696	852	2	,	,	PUNCT
epaa-3696	852	3	dc	dc	PROPN
epaa-3696	852	4	:	:	PUNCT
epaa-3696	852	5	u.s	u.s	PROPN
epaa-3696	852	6	.	.	PROPN
epaa-3696	852	7	department	department	PROPN
epaa-3696	852	8	of	of	ADP
epaa-3696	852	9	education	education	NOUN
epaa-3696	852	10	.	.	PUNCT
epaa-3696	853	1	retrieved	retrieve	VERB
epaa-3696	853	2	from	from	ADP
epaa-3696	853	3	https://nces.ed.gov/	https://nces.ed.gov/	PROPN
epaa-3696	853	4	programs	program	NOUN
epaa-3696	853	5	/	/	SYM
epaa-3696	853	6	digest	digest	ADJ
epaa-3696	853	7	/	/	SYM
epaa-3696	853	8	d14/	d14/	NOUN
epaa-3696	853	9	national	national	ADJ
epaa-3696	853	10	center	center	NOUN
epaa-3696	853	11	for	for	ADP
epaa-3696	853	12	education	education	NOUN
epaa-3696	853	13	statistics	statistic	NOUN
epaa-3696	853	14	.	.	PUNCT
epaa-3696	854	1	(	(	PUNCT
epaa-3696	854	2	2014a	2014a	NUM
epaa-3696	854	3	)	)	PUNCT
epaa-3696	854	4	.	.	PUNCT
epaa-3696	855	1	digest	digest	NOUN
epaa-3696	855	2	of	of	ADP
epaa-3696	855	3	education	education	NOUN
epaa-3696	855	4	statistics	statistic	NOUN
epaa-3696	855	5	.	.	PUNCT
epaa-3696	856	1	public	public	ADJ
epaa-3696	856	2	and	and	CCONJ
epaa-3696	856	3	private	private	ADJ
epaa-3696	856	4	elementary	elementary	ADJ
epaa-3696	856	5	and	and	CCONJ
epaa-3696	856	6	secondary	secondary	ADJ
epaa-3696	856	7	teachers	teacher	NOUN
epaa-3696	856	8	,	,	PUNCT
epaa-3696	856	9	enrollment	enrollment	NOUN
epaa-3696	856	10	,	,	PUNCT
epaa-3696	856	11	pupil	pupil	ADJ
epaa-3696	856	12	-	-	PUNCT
epaa-3696	856	13	teacher	teacher	NOUN
epaa-3696	856	14	ratios	ratio	NOUN
epaa-3696	856	15	,	,	PUNCT
epaa-3696	856	16	and	and	CCONJ
epaa-3696	856	17	new	new	ADJ
epaa-3696	856	18	teacher	teacher	NOUN
epaa-3696	856	19	hires	hire	NOUN
epaa-3696	856	20	:	:	PUNCT
epaa-3696	856	21	selected	select	VERB
epaa-3696	856	22	years	year	NOUN
epaa-3696	856	23	,	,	PUNCT
epaa-3696	856	24	fall	fall	VERB
epaa-3696	856	25	1955	1955	NUM
epaa-3696	856	26	through	through	ADP
epaa-3696	856	27	fall	fall	NOUN
epaa-3696	856	28	2024	2024	NUM
epaa-3696	856	29	.	.	PUNCT
epaa-3696	857	1	washington	washington	PROPN
epaa-3696	857	2	,	,	PUNCT
epaa-3696	857	3	dc	dc	PROPN
epaa-3696	857	4	:	:	PUNCT
epaa-3696	857	5	u.s	u.s	PROPN
epaa-3696	857	6	.	.	PROPN
epaa-3696	857	7	department	department	PROPN
epaa-3696	857	8	of	of	ADP
epaa-3696	857	9	education	education	NOUN
epaa-3696	857	10	.	.	PUNCT
epaa-3696	858	1	retrieved	retrieve	VERB
epaa-3696	858	2	from	from	ADP
epaa-3696	858	3	https://nces.ed.gov/	https://nces.ed.gov/	PROPN
epaa-3696	858	4	programs	program	NOUN
epaa-3696	858	5	/	/	SYM
epaa-3696	858	6	digest/	digest/	NUM
epaa-3696	858	7	national	national	ADJ
epaa-3696	858	8	center	center	NOUN
epaa-3696	858	9	for	for	ADP
epaa-3696	858	10	education	education	NOUN
epaa-3696	858	11	statistics	statistic	NOUN
epaa-3696	858	12	.	.	PUNCT
epaa-3696	859	1	(	(	PUNCT
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epaa-3696	859	3	)	)	PUNCT
epaa-3696	859	4	.	.	PUNCT
epaa-3696	860	1	common	common	ADJ
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epaa-3696	860	3	of	of	ADP
epaa-3696	860	4	data	data	PROPN
epaa-3696	860	5	.	.	PUNCT
epaa-3696	861	1	state	state	NOUN
epaa-3696	861	2	universe	universe	NOUN
epaa-3696	861	3	survey	survey	NOUN
epaa-3696	861	4	,	,	PUNCT
epaa-3696	861	5	20042014	20042014	NUM
epaa-3696	861	6	.	.	PUNCT
epaa-3696	862	1	washington	washington	PROPN
epaa-3696	862	2	,	,	PUNCT
epaa-3696	862	3	dc	dc	PROPN
epaa-3696	862	4	:	:	PUNCT
epaa-3696	862	5	u.s	u.s	PROPN
epaa-3696	862	6	.	.	PROPN
epaa-3696	862	7	department	department	PROPN
epaa-3696	862	8	of	of	ADP
epaa-3696	862	9	education	education	NOUN
epaa-3696	862	10	.	.	PUNCT
epaa-3696	863	1	retrieved	retrieve	VERB
epaa-3696	863	2	from	from	ADP
epaa-3696	863	3	https://nces.ed.gov/ccd/	https://nces.ed.gov/ccd/	PROPN
epaa-3696	863	4	national	national	ADJ
epaa-3696	863	5	center	center	NOUN
epaa-3696	863	6	for	for	ADP
epaa-3696	863	7	education	education	NOUN
epaa-3696	863	8	statistics	statistic	NOUN
epaa-3696	863	9	.	.	PUNCT
epaa-3696	864	1	(	(	PUNCT
epaa-3696	864	2	2014c	2014c	NUM
epaa-3696	864	3	)	)	PUNCT
epaa-3696	864	4	.	.	PUNCT
epaa-3696	865	1	civil	civil	ADJ
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epaa-3696	865	4	collection	collection	NOUN
epaa-3696	865	5	.	.	PUNCT
epaa-3696	866	1	public	public	ADJ
epaa-3696	866	2	-	-	PUNCT
epaa-3696	866	3	use	use	NOUN
epaa-3696	866	4	data	datum	NOUN
epaa-3696	866	5	file	file	NOUN
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epaa-3696	866	7	-	-	SYM
epaa-3696	866	8	14	14	NUM
epaa-3696	866	9	.	.	PUNCT
epaa-3696	867	1	washington	washington	PROPN
epaa-3696	867	2	,	,	PUNCT
epaa-3696	867	3	dc	dc	PROPN
epaa-3696	867	4	:	:	PUNCT
epaa-3696	867	5	u.s	u.s	PROPN
epaa-3696	867	6	.	.	PROPN
epaa-3696	867	7	department	department	PROPN
epaa-3696	867	8	of	of	ADP
epaa-3696	867	9	education	education	NOUN
epaa-3696	867	10	.	.	PUNCT
epaa-3696	868	1	retrieved	retrieve	VERB
epaa-3696	868	2	from	from	ADP
epaa-3696	868	3	https://www2.ed.gov/about/offices/list/ocr/docs/crdc-2013-14.html	https://www2.ed.gov/about/offices/list/ocr/docs/crdc-2013-14.html	NUM
epaa-3696	868	4	national	national	ADJ
epaa-3696	868	5	center	center	NOUN
epaa-3696	868	6	for	for	ADP
epaa-3696	868	7	education	education	NOUN
epaa-3696	868	8	statistics	statistic	NOUN
epaa-3696	868	9	.	.	PUNCT
epaa-3696	869	1	(	(	PUNCT
epaa-3696	869	2	2015a	2015a	NUM
epaa-3696	869	3	)	)	PUNCT
epaa-3696	869	4	.	.	PUNCT
epaa-3696	870	1	digest	digest	NOUN
epaa-3696	870	2	of	of	ADP
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epaa-3696	870	4	statistics	statistic	NOUN
epaa-3696	870	5	.	.	PUNCT
epaa-3696	871	1	enrollment	enrollment	NOUN
epaa-3696	871	2	and	and	CCONJ
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epaa-3696	871	5	of	of	ADP
epaa-3696	871	6	enrollment	enrollment	NOUN
epaa-3696	871	7	in	in	ADP
epaa-3696	871	8	public	public	ADJ
epaa-3696	871	9	elementary	elementary	NOUN
epaa-3696	871	10	and	and	CCONJ
epaa-3696	871	11	secondary	secondary	ADJ
epaa-3696	871	12	schools	school	NOUN
epaa-3696	871	13	,	,	PUNCT
epaa-3696	871	14	by	by	ADP
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epaa-3696	871	16	/	/	SYM
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epaa-3696	871	18	and	and	CCONJ
epaa-3696	871	19	region	region	NOUN
epaa-3696	871	20	:	:	PUNCT
epaa-3696	871	21	https://doi.org/10.1207/s15327930pje8003_4	https://doi.org/10.1207/s15327930pje8003_4	VERB
epaa-3696	871	22	https://doi.org/10.17763/haer.59.3.040r1583036775um	https://doi.org/10.17763/haer.59.3.040r1583036775um	NOUN
epaa-3696	871	23	education	education	NOUN
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epaa-3696	871	27	vol	vol	NOUN
epaa-3696	871	28	.	.	PUNCT
epaa-3696	872	1	27	27	NUM
epaa-3696	873	1	no	no	NOUN
epaa-3696	873	2	.	.	NOUN
epaa-3696	873	3	35	35	NUM
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epaa-3696	873	6	34	34	NUM
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epaa-3696	873	9	,	,	PUNCT
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epaa-3696	873	14	2024	2024	NUM
epaa-3696	873	15	.	.	PUNCT
epaa-3696	874	1	washington	washington	PROPN
epaa-3696	874	2	,	,	PUNCT
epaa-3696	874	3	dc	dc	PROPN
epaa-3696	874	4	:	:	PUNCT
epaa-3696	874	5	u.s	u.s	PROPN
epaa-3696	874	6	.	.	PROPN
epaa-3696	874	7	department	department	PROPN
epaa-3696	874	8	of	of	ADP
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epaa-3696	874	10	.	.	PUNCT
epaa-3696	875	1	retrieved	retrieve	VERB
epaa-3696	875	2	from	from	ADP
epaa-3696	875	3	http://nces.ed.gov/programs/digest/d15/tables/dt15_203.50.asp	http://nces.ed.gov/programs/digest/d15/tables/dt15_203.50.asp	PROPN
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epaa-3696	875	9	.	.	PUNCT
epaa-3696	876	1	(	(	PUNCT
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epaa-3696	876	3	)	)	PUNCT
epaa-3696	876	4	.	.	PUNCT
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epaa-3696	877	2	of	of	ADP
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epaa-3696	877	5	.	.	PUNCT
epaa-3696	878	1	public	public	ADJ
epaa-3696	878	2	and	and	CCONJ
epaa-3696	878	3	private	private	ADJ
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epaa-3696	878	10	,	,	PUNCT
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epaa-3696	878	12	-	-	PUNCT
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epaa-3696	878	14	ratios	ratio	NOUN
epaa-3696	878	15	,	,	PUNCT
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epaa-3696	878	20	:	:	PUNCT
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epaa-3696	878	23	,	,	PUNCT
epaa-3696	878	24	fall	fall	VERB
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epaa-3696	878	26	through	through	ADP
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epaa-3696	878	28	2024	2024	NUM
epaa-3696	878	29	.	.	PUNCT
epaa-3696	879	1	retrieved	retrieve	VERB
epaa-3696	879	2	from	from	ADP
epaa-3696	879	3	https://nces.ed.gov/programs/digest/	https://nces.ed.gov/programs/digest/	PROPN
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epaa-3696	879	8	statistics	statistic	NOUN
epaa-3696	879	9	.	.	PUNCT
epaa-3696	880	1	(	(	PUNCT
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epaa-3696	880	3	)	)	PUNCT
epaa-3696	880	4	.	.	PUNCT
epaa-3696	881	1	digest	digest	NOUN
epaa-3696	881	2	of	of	ADP
epaa-3696	881	3	education	education	NOUN
epaa-3696	881	4	statistics	statistic	NOUN
epaa-3696	881	5	.	.	PUNCT
epaa-3696	882	1	mobility	mobility	NOUN
epaa-3696	882	2	of	of	ADP
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epaa-3696	882	4	elementary	elementary	NOUN
epaa-3696	882	5	and	and	CCONJ
epaa-3696	882	6	secondary	secondary	ADJ
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epaa-3696	882	8	,	,	PUNCT
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epaa-3696	882	12	and	and	CCONJ
epaa-3696	882	13	school	school	NOUN
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epaa-3696	882	15	:	:	PUNCT
epaa-3696	882	16	selected	select	VERB
epaa-3696	882	17	years	year	NOUN
epaa-3696	882	18	,	,	PUNCT
epaa-3696	882	19	1987–88	1987–88	NUM
epaa-3696	882	20	through	through	ADP
epaa-3696	882	21	2012–13	2012–13	NUM
epaa-3696	882	22	.	.	PUNCT
epaa-3696	883	1	washington	washington	PROPN
epaa-3696	883	2	,	,	PUNCT
epaa-3696	883	3	dc	dc	PROPN
epaa-3696	883	4	:	:	PUNCT
epaa-3696	883	5	u.s	u.s	PROPN
epaa-3696	883	6	.	.	PROPN
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epaa-3696	883	10	.	.	PUNCT
epaa-3696	884	1	retrieved	retrieve	VERB
epaa-3696	884	2	from	from	ADP
epaa-3696	884	3	https://nces.ed.gov/programs/	https://nces.ed.gov/programs/	NOUN
epaa-3696	884	4	digest/	digest/	NUM
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epaa-3696	884	10	.	.	PUNCT
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epaa-3696	885	3	)	)	PUNCT
epaa-3696	885	4	.	.	PUNCT
epaa-3696	886	1	digest	digest	NOUN
epaa-3696	886	2	of	of	ADP
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epaa-3696	886	4	statistics	statistic	NOUN
epaa-3696	886	5	.	.	PUNCT
epaa-3696	887	1	public	public	ADJ
epaa-3696	887	2	elementary	elementary	PROPN
epaa-3696	887	3	and	and	CCONJ
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epaa-3696	887	6	,	,	PUNCT
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epaa-3696	887	8	,	,	PUNCT
epaa-3696	887	9	and	and	CCONJ
epaa-3696	887	10	pupil	pupil	ADJ
epaa-3696	887	11	-	-	PUNCT
epaa-3696	887	12	teacher	teacher	NOUN
epaa-3696	887	13	ratios	ratio	NOUN
epaa-3696	887	14	,	,	PUNCT
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epaa-3696	887	16	state	state	NOUN
epaa-3696	887	17	or	or	CCONJ
epaa-3696	887	18	jurisdiction	jurisdiction	NOUN
epaa-3696	887	19	:	:	PUNCT
epaa-3696	887	20	selected	select	VERB
epaa-3696	887	21	years	year	NOUN
epaa-3696	887	22	,	,	PUNCT
epaa-3696	887	23	fall	fall	VERB
epaa-3696	887	24	2000	2000	NUM
epaa-3696	887	25	through	through	ADP
epaa-3696	887	26	fall	fall	NOUN
epaa-3696	887	27	2013	2013	NUM
epaa-3696	887	28	.	.	PUNCT
epaa-3696	888	1	washington	washington	PROPN
epaa-3696	888	2	,	,	PUNCT
epaa-3696	888	3	dc	dc	PROPN
epaa-3696	888	4	:	:	PUNCT
epaa-3696	888	5	u.s	u.s	PROPN
epaa-3696	888	6	.	.	PROPN
epaa-3696	888	7	department	department	PROPN
epaa-3696	888	8	of	of	ADP
epaa-3696	888	9	education	education	NOUN
epaa-3696	888	10	.	.	PUNCT
epaa-3696	889	1	retrieved	retrieve	VERB
epaa-3696	889	2	from	from	ADP
epaa-3696	889	3	https://nces.ed.gov/programs/digest/	https://nces.ed.gov/programs/digest/	PROPN
epaa-3696	889	4	national	national	PROPN
epaa-3696	889	5	education	education	PROPN
epaa-3696	889	6	association	association	PROPN
epaa-3696	889	7	.	.	PUNCT
epaa-3696	890	1	(	(	PUNCT
epaa-3696	890	2	n.d	n.d	PROPN
epaa-3696	890	3	.	.	PROPN
epaa-3696	890	4	)	)	PUNCT
epaa-3696	890	5	.	.	PUNCT
epaa-3696	891	1	2017	2017	NUM
epaa-3696	891	2	-	-	SYM
epaa-3696	891	3	18	18	NUM
epaa-3696	891	4	average	average	ADJ
epaa-3696	891	5	starting	starting	NOUN
epaa-3696	891	6	teacher	teacher	NOUN
epaa-3696	891	7	salaries	salary	NOUN
epaa-3696	891	8	by	by	ADP
epaa-3696	891	9	state	state	NOUN
epaa-3696	891	10	.	.	PUNCT
epaa-3696	892	1	retrieved	retrieve	VERB
epaa-3696	892	2	from	from	ADP
epaa-3696	892	3	http://www.nea.org/home/2017-2018-average-starting-teacher-salary.html	http://www.nea.org/home/2017-2018-average-starting-teacher-salary.html	PROPN
epaa-3696	892	4	nix	nix	PROPN
epaa-3696	892	5	,	,	PUNCT
epaa-3696	892	6	n.	n.	NOUN
epaa-3696	892	7	(	(	PUNCT
epaa-3696	892	8	2015	2015	NUM
epaa-3696	892	9	,	,	PUNCT
epaa-3696	892	10	december	december	PROPN
epaa-3696	892	11	1	1	NUM
epaa-3696	892	12	)	)	PUNCT
epaa-3696	892	13	.	.	PUNCT
epaa-3696	893	1	why	why	SCONJ
epaa-3696	893	2	oklahoma	oklahoma	PROPN
epaa-3696	893	3	is	be	AUX
epaa-3696	893	4	racing	race	VERB
epaa-3696	893	5	to	to	PART
epaa-3696	893	6	put	put	VERB
epaa-3696	893	7	nearly	nearly	ADV
epaa-3696	893	8	1,000	1,000	NUM
epaa-3696	893	9	uncertified	uncertified	ADJ
epaa-3696	893	10	teachers	teacher	NOUN
epaa-3696	893	11	in	in	ADP
epaa-3696	893	12	its	its	PRON
epaa-3696	893	13	classrooms	classroom	NOUN
epaa-3696	893	14	.	.	PUNCT
epaa-3696	894	1	the	the	DET
epaa-3696	894	2	74	74	NUM
epaa-3696	894	3	.	.	PUNCT
epaa-3696	894	4	retrieved	retrieve	VERB
epaa-3696	894	5	from	from	ADP
epaa-3696	894	6	https://www.the74million.org/article/why-oklahoma-isracing-to-put-nearly-1000-uncertified-teachers-in-its-classrooms	https://www.the74million.org/article/why-oklahoma-isracing-to-put-nearly-1000-uncertified-teachers-in-its-classroom	NOUN
epaa-3696	894	7	olebe	olebe	NOUN
epaa-3696	894	8	,	,	PUNCT
epaa-3696	894	9	m.	m.	NOUN
epaa-3696	894	10	(	(	PUNCT
epaa-3696	894	11	2001	2001	NUM
epaa-3696	894	12	)	)	PUNCT
epaa-3696	894	13	.	.	PUNCT
epaa-3696	895	1	a	a	DET
epaa-3696	895	2	decade	decade	NOUN
epaa-3696	895	3	of	of	ADP
epaa-3696	895	4	policy	policy	NOUN
epaa-3696	895	5	support	support	NOUN
epaa-3696	895	6	for	for	ADP
epaa-3696	895	7	california	california	PROPN
epaa-3696	895	8	’s	’s	PART
epaa-3696	895	9	new	new	ADJ
epaa-3696	895	10	teachers	teacher	NOUN
epaa-3696	895	11	:	:	PUNCT
epaa-3696	895	12	the	the	DET
epaa-3696	895	13	beginning	begin	VERB
epaa-3696	895	14	teacher	teacher	NOUN
epaa-3696	895	15	support	support	NOUN
epaa-3696	895	16	and	and	CCONJ
epaa-3696	895	17	assessment	assessment	NOUN
epaa-3696	895	18	program	program	NOUN
epaa-3696	895	19	.	.	PUNCT
epaa-3696	896	1	teacher	teacher	NOUN
epaa-3696	896	2	education	education	PROPN
epaa-3696	896	3	quarterly	quarterly	ADV
epaa-3696	896	4	,	,	PUNCT
epaa-3696	896	5	28(1	28(1	NOUN
epaa-3696	896	6	)	)	PUNCT
epaa-3696	896	7	,	,	PUNCT
epaa-3696	896	8	71–84	71–84	PROPN
epaa-3696	896	9	.	.	PUNCT
epaa-3696	897	1	podolsky	podolsky	PROPN
epaa-3696	897	2	,	,	PUNCT
epaa-3696	897	3	a.	a.	PROPN
epaa-3696	897	4	,	,	PUNCT
epaa-3696	897	5	&	&	CCONJ
epaa-3696	897	6	kini	kini	PROPN
epaa-3696	897	7	,	,	PUNCT
epaa-3696	897	8	t.	t.	PROPN
epaa-3696	897	9	(	(	PUNCT
epaa-3696	897	10	2016	2016	NUM
epaa-3696	897	11	)	)	PUNCT
epaa-3696	897	12	.	.	PUNCT
epaa-3696	898	1	how	how	SCONJ
epaa-3696	898	2	effective	effective	ADJ
epaa-3696	898	3	are	be	AUX
epaa-3696	898	4	loan	loan	NOUN
epaa-3696	898	5	forgiveness	forgiveness	NOUN
epaa-3696	898	6	and	and	CCONJ
epaa-3696	898	7	service	service	NOUN
epaa-3696	898	8	scholarships	scholarship	NOUN
epaa-3696	898	9	for	for	ADP
epaa-3696	898	10	recruiting	recruiting	NOUN
epaa-3696	898	11	teachers	teacher	NOUN
epaa-3696	898	12	?	?	PUNCT
epaa-3696	899	1	palo	palo	PROPN
epaa-3696	899	2	alto	alto	PROPN
epaa-3696	899	3	,	,	PUNCT
epaa-3696	899	4	ca	can	AUX
epaa-3696	899	5	:	:	PUNCT
epaa-3696	899	6	learning	learn	VERB
epaa-3696	899	7	policy	policy	NOUN
epaa-3696	899	8	institute	institute	PROPN
epaa-3696	899	9	.	.	PUNCT
epaa-3696	900	1	podolsky	podolsky	PROPN
epaa-3696	900	2	,	,	PUNCT
epaa-3696	900	3	a.	a.	PROPN
epaa-3696	900	4	,	,	PUNCT
epaa-3696	900	5	&	&	CCONJ
epaa-3696	900	6	sutcher	sutcher	PROPN
epaa-3696	900	7	,	,	PUNCT
epaa-3696	900	8	l.	l.	PROPN
epaa-3696	900	9	(	(	PUNCT
epaa-3696	900	10	2016	2016	NUM
epaa-3696	900	11	)	)	PUNCT
epaa-3696	900	12	.	.	PUNCT
epaa-3696	901	1	california	california	PROPN
epaa-3696	901	2	teacher	teacher	NOUN
epaa-3696	901	3	shortages	shortage	VERB
epaa-3696	901	4	:	:	PUNCT
epaa-3696	901	5	a	a	DET
epaa-3696	901	6	persistent	persistent	ADJ
epaa-3696	901	7	problem	problem	NOUN
epaa-3696	901	8	(	(	PUNCT
epaa-3696	901	9	brief	brief	NOUN
epaa-3696	901	10	)	)	PUNCT
epaa-3696	901	11	.	.	PUNCT
epaa-3696	902	1	palo	palo	PROPN
epaa-3696	902	2	alto	alto	PROPN
epaa-3696	902	3	,	,	PUNCT
epaa-3696	902	4	ca	can	AUX
epaa-3696	902	5	:	:	PUNCT
epaa-3696	902	6	learning	learn	VERB
epaa-3696	902	7	policy	policy	NOUN
epaa-3696	902	8	institute	institute	PROPN
epaa-3696	902	9	.	.	PUNCT
epaa-3696	903	1	ronfeldt	ronfeldt	PROPN
epaa-3696	903	2	,	,	PUNCT
epaa-3696	903	3	m.	m.	NOUN
epaa-3696	903	4	,	,	PUNCT
epaa-3696	903	5	loeb	loeb	PROPN
epaa-3696	903	6	,	,	PUNCT
epaa-3696	903	7	s.	s.	PROPN
epaa-3696	903	8	,	,	PUNCT
epaa-3696	903	9	&	&	CCONJ
epaa-3696	903	10	wyckoff	wyckoff	PROPN
epaa-3696	903	11	,	,	PUNCT
epaa-3696	903	12	j.	j.	PROPN
epaa-3696	903	13	(	(	PUNCT
epaa-3696	903	14	2013	2013	NUM
epaa-3696	903	15	)	)	PUNCT
epaa-3696	903	16	.	.	PUNCT
epaa-3696	904	1	how	how	SCONJ
epaa-3696	904	2	teacher	teacher	NOUN
epaa-3696	904	3	turnover	turnover	NOUN
epaa-3696	904	4	harms	harm	VERB
epaa-3696	904	5	student	student	NOUN
epaa-3696	904	6	achievement	achievement	NOUN
epaa-3696	904	7	.	.	PUNCT
epaa-3696	905	1	american	american	ADJ
epaa-3696	905	2	educational	educational	ADJ
epaa-3696	905	3	research	research	PROPN
epaa-3696	905	4	journal	journal	PROPN
epaa-3696	905	5	,	,	PUNCT
epaa-3696	905	6	50(1	50(1	PROPN
epaa-3696	905	7	)	)	PUNCT
epaa-3696	905	8	,	,	PUNCT
epaa-3696	905	9	4–36	4–36	PROPN
epaa-3696	905	10	.	.	PUNCT
epaa-3696	906	1	https://doi.org/10.3102/0002831212463813	https://doi.org/10.3102/0002831212463813	PROPN
epaa-3696	906	2	rothstein	rothstein	PROPN
epaa-3696	906	3	,	,	PUNCT
epaa-3696	906	4	j.	j.	PROPN
epaa-3696	906	5	,	,	PUNCT
epaa-3696	906	6	&	&	CCONJ
epaa-3696	906	7	rouse	rouse	VERB
epaa-3696	906	8	,	,	PUNCT
epaa-3696	906	9	c.	c.	PROPN
epaa-3696	906	10	e.	e.	PROPN
epaa-3696	906	11	(	(	PUNCT
epaa-3696	906	12	2011	2011	NUM
epaa-3696	906	13	)	)	PUNCT
epaa-3696	906	14	.	.	PUNCT
epaa-3696	907	1	constrained	constrain	VERB
epaa-3696	907	2	after	after	ADP
epaa-3696	907	3	college	college	NOUN
epaa-3696	907	4	:	:	PUNCT
epaa-3696	907	5	student	student	NOUN
epaa-3696	907	6	loans	loan	NOUN
epaa-3696	907	7	and	and	CCONJ
epaa-3696	907	8	early	early	ADJ
epaa-3696	907	9	-	-	PUNCT
epaa-3696	907	10	career	career	NOUN
epaa-3696	907	11	occupational	occupational	ADJ
epaa-3696	907	12	choices	choice	NOUN
epaa-3696	907	13	.	.	PUNCT
epaa-3696	908	1	journal	journal	NOUN
epaa-3696	908	2	of	of	ADP
epaa-3696	908	3	public	public	ADJ
epaa-3696	908	4	economics	economic	NOUN
epaa-3696	908	5	,	,	PUNCT
epaa-3696	908	6	95(1–2	95(1–2	PROPN
epaa-3696	908	7	)	)	PUNCT
epaa-3696	908	8	,	,	PUNCT
epaa-3696	908	9	149–163	149–163	NUM
epaa-3696	908	10	.	.	PUNCT
epaa-3696	909	1	https://doi.org/10.1016/j.jpubeco.2010.09.015	https://doi.org/10.1016/j.jpubeco.2010.09.015	PROPN
epaa-3696	909	2	sherratt	sherratt	PROPN
epaa-3696	909	3	,	,	PUNCT
epaa-3696	909	4	e.	e.	PROPN
epaa-3696	909	5	b.	b.	PROPN
epaa-3696	909	6	(	(	PUNCT
epaa-3696	909	7	2016	2016	NUM
epaa-3696	909	8	)	)	PUNCT
epaa-3696	909	9	.	.	PUNCT
epaa-3696	910	1	creating	create	VERB
epaa-3696	910	2	coherence	coherence	NOUN
epaa-3696	910	3	in	in	ADP
epaa-3696	910	4	the	the	DET
epaa-3696	910	5	teacher	teacher	NOUN
epaa-3696	910	6	shortage	shortage	NOUN
epaa-3696	910	7	debate	debate	NOUN
epaa-3696	910	8	:	:	PUNCT
epaa-3696	910	9	what	what	PRON
epaa-3696	910	10	policy	policy	NOUN
epaa-3696	910	11	leaders	leader	NOUN
epaa-3696	910	12	should	should	AUX
epaa-3696	910	13	know	know	VERB
epaa-3696	910	14	and	and	CCONJ
epaa-3696	910	15	do	do	VERB
epaa-3696	910	16	.	.	PUNCT
epaa-3696	911	1	washington	washington	PROPN
epaa-3696	911	2	,	,	PUNCT
epaa-3696	911	3	dc	dc	PROPN
epaa-3696	911	4	:	:	PUNCT
epaa-3696	911	5	education	education	NOUN
epaa-3696	911	6	policy	policy	NOUN
epaa-3696	911	7	center	center	NOUN
epaa-3696	911	8	,	,	PUNCT
epaa-3696	911	9	american	american	ADJ
epaa-3696	911	10	institutes	institutes	PROPN
epaa-3696	911	11	for	for	ADP
epaa-3696	911	12	research	research	NOUN
epaa-3696	911	13	.	.	PUNCT
epaa-3696	912	1	shields	shield	NOUN
epaa-3696	912	2	,	,	PUNCT
epaa-3696	912	3	p.	p.	NOUN
epaa-3696	912	4	m.	m.	NOUN
epaa-3696	912	5	,	,	PUNCT
epaa-3696	912	6	esch	esch	PROPN
epaa-3696	912	7	,	,	PUNCT
epaa-3696	912	8	c.	c.	PROPN
epaa-3696	912	9	e.	e.	PROPN
epaa-3696	912	10	,	,	PUNCT
epaa-3696	912	11	humphrey	humphrey	PROPN
epaa-3696	912	12	,	,	PUNCT
epaa-3696	912	13	d.	d.	PROPN
epaa-3696	912	14	c.	c.	PROPN
epaa-3696	912	15	,	,	PUNCT
epaa-3696	912	16	&	&	CCONJ
epaa-3696	912	17	young	young	ADJ
epaa-3696	912	18	,	,	PUNCT
epaa-3696	912	19	v.	v.	ADP
epaa-3696	912	20	m.	m.	NOUN
epaa-3696	912	21	(	(	PUNCT
epaa-3696	912	22	1999	1999	NUM
epaa-3696	912	23	)	)	PUNCT
epaa-3696	912	24	.	.	PUNCT
epaa-3696	913	1	the	the	DET
epaa-3696	913	2	supply	supply	NOUN
epaa-3696	913	3	of	of	ADP
epaa-3696	913	4	and	and	CCONJ
epaa-3696	913	5	demand	demand	NOUN
epaa-3696	913	6	for	for	ADP
epaa-3696	913	7	teachers	teacher	NOUN
epaa-3696	913	8	in	in	ADP
epaa-3696	913	9	california	california	PROPN
epaa-3696	913	10	public	public	ADJ
epaa-3696	913	11	schools	school	NOUN
epaa-3696	913	12	.	.	PUNCT
epaa-3696	914	1	santa	santa	PROPN
epaa-3696	914	2	cruz	cruz	PROPN
epaa-3696	914	3	,	,	PUNCT
epaa-3696	914	4	ca	can	AUX
epaa-3696	914	5	:	:	PUNCT
epaa-3696	914	6	center	center	VERB
epaa-3696	914	7	for	for	ADP
epaa-3696	914	8	the	the	DET
epaa-3696	914	9	future	future	NOUN
epaa-3696	914	10	of	of	ADP
epaa-3696	914	11	teaching	teaching	NOUN
epaa-3696	914	12	and	and	CCONJ
epaa-3696	914	13	learning	learning	NOUN
epaa-3696	914	14	.	.	PUNCT
epaa-3696	915	1	shields	shield	NOUN
epaa-3696	915	2	,	,	PUNCT
epaa-3696	915	3	p.	p.	NOUN
epaa-3696	915	4	m.	m.	NOUN
epaa-3696	915	5	,	,	PUNCT
epaa-3696	915	6	humphrey	humphrey	PROPN
epaa-3696	915	7	,	,	PUNCT
epaa-3696	915	8	d.	d.	PROPN
epaa-3696	915	9	c.	c.	PROPN
epaa-3696	915	10	,	,	PUNCT
epaa-3696	915	11	wechsler	wechsler	NOUN
epaa-3696	915	12	,	,	PUNCT
epaa-3696	915	13	m.	m.	PROPN
epaa-3696	915	14	e.	e.	PROPN
epaa-3696	915	15	,	,	PUNCT
epaa-3696	915	16	riehl	riehl	PROPN
epaa-3696	915	17	,	,	PUNCT
epaa-3696	915	18	l.	l.	PROPN
epaa-3696	915	19	m.	m.	PROPN
epaa-3696	915	20	,	,	PUNCT
epaa-3696	915	21	tiffany	tiffany	PROPN
epaa-3696	915	22	-	-	PUNCT
epaa-3696	915	23	morales	morales	PROPN
epaa-3696	915	24	,	,	PUNCT
epaa-3696	915	25	j.	j.	PROPN
epaa-3696	915	26	,	,	PUNCT
epaa-3696	915	27	woodworth	woodworth	PROPN
epaa-3696	915	28	,	,	PUNCT
epaa-3696	915	29	k.	k.	PROPN
epaa-3696	915	30	,	,	PUNCT
epaa-3696	915	31	…	…	PUNCT
epaa-3696	915	32	price	price	NOUN
epaa-3696	915	33	,	,	PUNCT
epaa-3696	915	34	t.	t.	PROPN
epaa-3696	915	35	(	(	PUNCT
epaa-3696	915	36	2001	2001	NUM
epaa-3696	915	37	)	)	PUNCT
epaa-3696	915	38	.	.	PUNCT
epaa-3696	916	1	teaching	teaching	NOUN
epaa-3696	916	2	and	and	CCONJ
epaa-3696	916	3	california	california	PROPN
epaa-3696	916	4	’s	’s	PART
epaa-3696	916	5	future	future	NOUN
epaa-3696	916	6	:	:	PUNCT
epaa-3696	916	7	the	the	DET
epaa-3696	916	8	status	status	NOUN
epaa-3696	916	9	of	of	ADP
epaa-3696	916	10	the	the	DET
epaa-3696	916	11	teaching	teaching	NOUN
epaa-3696	916	12	profession	profession	NOUN
epaa-3696	916	13	2001	2001	NUM
epaa-3696	916	14	.	.	PUNCT
epaa-3696	917	1	santa	santa	PROPN
epaa-3696	917	2	cruz	cruz	PROPN
epaa-3696	917	3	,	,	PUNCT
epaa-3696	917	4	ca	can	AUX
epaa-3696	917	5	:	:	PUNCT
epaa-3696	917	6	the	the	DET
epaa-3696	917	7	center	center	NOUN
epaa-3696	917	8	for	for	ADP
epaa-3696	917	9	the	the	DET
epaa-3696	917	10	future	future	NOUN
epaa-3696	917	11	of	of	ADP
epaa-3696	917	12	teaching	teaching	NOUN
epaa-3696	917	13	and	and	CCONJ
epaa-3696	917	14	learning	learning	NOUN
epaa-3696	917	15	.	.	PUNCT
epaa-3696	918	1	simon	simon	PROPN
epaa-3696	918	2	,	,	PUNCT
epaa-3696	918	3	n.	n.	PROPN
epaa-3696	918	4	s.	s.	PROPN
epaa-3696	918	5	,	,	PUNCT
epaa-3696	918	6	&	&	CCONJ
epaa-3696	918	7	johnson	johnson	PROPN
epaa-3696	918	8	,	,	PUNCT
epaa-3696	918	9	s.	s.	PROPN
epaa-3696	918	10	m.	m.	PROPN
epaa-3696	918	11	(	(	PUNCT
epaa-3696	918	12	2015	2015	NUM
epaa-3696	918	13	)	)	PUNCT
epaa-3696	918	14	.	.	PUNCT
epaa-3696	919	1	teacher	teacher	NOUN
epaa-3696	919	2	turnover	turnover	NOUN
epaa-3696	919	3	in	in	ADP
epaa-3696	919	4	high	high	ADJ
epaa-3696	919	5	-	-	PUNCT
epaa-3696	919	6	poverty	poverty	NOUN
epaa-3696	919	7	schools	school	NOUN
epaa-3696	919	8	:	:	PUNCT
epaa-3696	919	9	what	what	PRON
epaa-3696	919	10	we	we	PRON
epaa-3696	919	11	know	know	VERB
epaa-3696	919	12	and	and	CCONJ
epaa-3696	919	13	can	can	AUX
epaa-3696	919	14	do	do	VERB
epaa-3696	919	15	.	.	PUNCT
epaa-3696	920	1	teachers	teacher	NOUN
epaa-3696	920	2	college	college	PROPN
epaa-3696	920	3	record	record	NOUN
epaa-3696	920	4	,	,	PUNCT
epaa-3696	920	5	117(3	117(3	NUM
epaa-3696	920	6	)	)	PUNCT
epaa-3696	920	7	,	,	PUNCT
epaa-3696	920	8	1–36	1–36	PROPN
epaa-3696	920	9	.	.	PUNCT
epaa-3696	921	1	retrieved	retrieve	VERB
epaa-3696	921	2	from	from	ADP
epaa-3696	921	3	http://isites.harvard.edu/	http://isites.harvard.edu/	ADJ
epaa-3696	921	4	fs	f	NOUN
epaa-3696	921	5	/	/	SYM
epaa-3696	921	6	docs	doc	NOUN
epaa-3696	921	7	/	/	SYM
epaa-3696	921	8	icb.topic1231814.files	icb.topic1231814.file	NOUN
epaa-3696	921	9	/	/	SYM
epaa-3696	921	10	teacher	teacher	NOUN
epaa-3696	921	11	turnover	turnover	NOUN
epaa-3696	921	12	in	in	ADP
epaa-3696	921	13	high	high	ADJ
epaa-3696	921	14	-	-	PUNCT
epaa-3696	921	15	poverty	poverty	NOUN
epaa-3696	921	16	schools.pdf	schools.pdf	NOUN
epaa-3696	921	17	simon	simon	PROPN
epaa-3696	921	18	,	,	PUNCT
epaa-3696	921	19	n.	n.	PROPN
epaa-3696	921	20	,	,	PUNCT
epaa-3696	921	21	johnson	johnson	PROPN
epaa-3696	921	22	,	,	PUNCT
epaa-3696	921	23	s.	s.	PROPN
epaa-3696	921	24	m.	m.	PROPN
epaa-3696	921	25	,	,	PUNCT
epaa-3696	921	26	&	&	CCONJ
epaa-3696	921	27	reinhorn	reinhorn	PROPN
epaa-3696	921	28	,	,	PUNCT
epaa-3696	921	29	s.	s.	PROPN
epaa-3696	921	30	k.	k.	PROPN
epaa-3696	921	31	(	(	PUNCT
epaa-3696	921	32	2015	2015	NUM
epaa-3696	921	33	)	)	PUNCT
epaa-3696	921	34	.	.	PUNCT
epaa-3696	922	1	the	the	DET
epaa-3696	922	2	challenge	challenge	NOUN
epaa-3696	922	3	of	of	ADP
epaa-3696	922	4	recruiting	recruit	VERB
epaa-3696	922	5	and	and	CCONJ
epaa-3696	922	6	hiring	hire	VERB
epaa-3696	922	7	teachers	teacher	NOUN
epaa-3696	922	8	of	of	ADP
epaa-3696	922	9	color	color	NOUN
epaa-3696	922	10	:	:	PUNCT
epaa-3696	922	11	lessons	lesson	NOUN
epaa-3696	922	12	from	from	ADP
epaa-3696	922	13	six	six	NUM
epaa-3696	922	14	high	high	ADV
epaa-3696	922	15	-	-	PUNCT
epaa-3696	922	16	performing	perform	VERB
epaa-3696	922	17	,	,	PUNCT
epaa-3696	922	18	high	high	ADJ
epaa-3696	922	19	-	-	PUNCT
epaa-3696	922	20	poverty	poverty	NOUN
epaa-3696	922	21	,	,	PUNCT
epaa-3696	922	22	urban	urban	ADJ
epaa-3696	922	23	schools	school	NOUN
epaa-3696	922	24	[	[	X
epaa-3696	922	25	working	work	VERB
epaa-3696	922	26	paper	paper	NOUN
epaa-3696	922	27	]	]	PUNCT
epaa-3696	922	28	.	.	PUNCT
epaa-3696	923	1	the	the	DET
epaa-3696	923	2	project	project	NOUN
epaa-3696	923	3	on	on	ADP
epaa-3696	923	4	the	the	DET
epaa-3696	923	5	next	next	ADJ
epaa-3696	923	6	generation	generation	NOUN
epaa-3696	923	7	of	of	ADP
epaa-3696	923	8	teachers	teacher	NOUN
epaa-3696	923	9	,	,	PUNCT
epaa-3696	923	10	harvard	harvard	PROPN
epaa-3696	923	11	graduate	graduate	PROPN
epaa-3696	923	12	school	school	NOUN
epaa-3696	923	13	of	of	ADP
epaa-3696	923	14	education	education	NOUN
epaa-3696	923	15	.	.	PUNCT
epaa-3696	924	1	retrieved	retrieve	VERB
epaa-3696	924	2	from	from	ADP
epaa-3696	924	3	http://robobees	http://robobee	NOUN
epaa-3696	924	4	.	.	PUNCT
epaa-3696	925	1	seas.harvard.edu/files/gseprojectngt/files/the_challenge_of_recruiting_and_hiring_teachers_of_color	seas.harvard.edu/files/gseprojectngt/files/the_challenge_of_recruiting_and_hiring_teachers_of_color	PROPN
epaa-3696	925	2	_	_	PUNCT
epaa-3696	925	3	diversity_july_2015.pdf	diversity_july_2015.pdf	NOUN
epaa-3696	925	4	an	an	DET
epaa-3696	925	5	analysis	analysis	NOUN
epaa-3696	925	6	of	of	ADP
epaa-3696	925	7	teacher	teacher	NOUN
epaa-3696	925	8	supply	supply	NOUN
epaa-3696	925	9	and	and	CCONJ
epaa-3696	925	10	demand	demand	NOUN
epaa-3696	925	11	in	in	ADP
epaa-3696	925	12	the	the	DET
epaa-3696	925	13	united	united	PROPN
epaa-3696	925	14	states	states	PROPN
epaa-3696	925	15	35	35	NUM
epaa-3696	925	16	smith	smith	NOUN
epaa-3696	925	17	,	,	PUNCT
epaa-3696	925	18	t.	t.	NOUN
epaa-3696	925	19	m.	m.	NOUN
epaa-3696	925	20	,	,	PUNCT
epaa-3696	925	21	&	&	CCONJ
epaa-3696	925	22	ingersoll	ingersoll	PROPN
epaa-3696	925	23	,	,	PUNCT
epaa-3696	925	24	r.	r.	PROPN
epaa-3696	925	25	m.	m.	PROPN
epaa-3696	925	26	(	(	PUNCT
epaa-3696	925	27	2004	2004	NUM
epaa-3696	925	28	)	)	PUNCT
epaa-3696	925	29	.	.	PUNCT
epaa-3696	926	1	what	what	PRON
epaa-3696	926	2	are	be	AUX
epaa-3696	926	3	the	the	DET
epaa-3696	926	4	effects	effect	NOUN
epaa-3696	926	5	of	of	ADP
epaa-3696	926	6	induction	induction	NOUN
epaa-3696	926	7	and	and	CCONJ
epaa-3696	926	8	mentoring	mentor	VERB
epaa-3696	926	9	on	on	ADP
epaa-3696	926	10	beginning	begin	VERB
epaa-3696	926	11	teacher	teacher	NOUN
epaa-3696	926	12	turnover	turnover	NOUN
epaa-3696	926	13	?	?	PUNCT
epaa-3696	927	1	american	american	ADJ
epaa-3696	927	2	educational	educational	ADJ
epaa-3696	927	3	research	research	PROPN
epaa-3696	927	4	journal	journal	PROPN
epaa-3696	927	5	,	,	PUNCT
epaa-3696	927	6	41(3	41(3	NUM
epaa-3696	927	7	)	)	PUNCT
epaa-3696	927	8	,	,	PUNCT
epaa-3696	927	9	681–714	681–714	NUM
epaa-3696	927	10	.	.	PUNCT
epaa-3696	928	1	https://doi.org/10.3102/00028312041003681	https://doi.org/10.3102/00028312041003681	X
epaa-3696	928	2	stockard	stockard	PROPN
epaa-3696	928	3	,	,	PUNCT
epaa-3696	928	4	j.	j.	PROPN
epaa-3696	928	5	,	,	PUNCT
epaa-3696	928	6	&	&	CCONJ
epaa-3696	928	7	lehman	lehman	PROPN
epaa-3696	928	8	,	,	PUNCT
epaa-3696	928	9	m.	m.	PROPN
epaa-3696	928	10	b.	b.	PROPN
epaa-3696	928	11	(	(	PUNCT
epaa-3696	928	12	2004	2004	NUM
epaa-3696	928	13	)	)	PUNCT
epaa-3696	928	14	.	.	PUNCT
epaa-3696	929	1	influences	influence	NOUN
epaa-3696	929	2	on	on	ADP
epaa-3696	929	3	the	the	DET
epaa-3696	929	4	satisfaction	satisfaction	NOUN
epaa-3696	929	5	and	and	CCONJ
epaa-3696	929	6	retention	retention	NOUN
epaa-3696	929	7	of	of	ADP
epaa-3696	929	8	1st	1st	ADJ
epaa-3696	929	9	-	-	PUNCT
epaa-3696	929	10	year	year	NOUN
epaa-3696	929	11	teachers	teacher	NOUN
epaa-3696	929	12	:	:	PUNCT
epaa-3696	929	13	the	the	DET
epaa-3696	929	14	importance	importance	NOUN
epaa-3696	929	15	of	of	ADP
epaa-3696	929	16	effective	effective	ADJ
epaa-3696	929	17	school	school	NOUN
epaa-3696	929	18	management	management	NOUN
epaa-3696	929	19	.	.	PUNCT
epaa-3696	930	1	educational	educational	ADJ
epaa-3696	930	2	administration	administration	PROPN
epaa-3696	930	3	quarterly	quarterly	PROPN
epaa-3696	930	4	,	,	PUNCT
epaa-3696	930	5	40(5	40(5	NOUN
epaa-3696	930	6	)	)	PUNCT
epaa-3696	930	7	,	,	PUNCT
epaa-3696	930	8	742–771	742–771	NUM
epaa-3696	930	9	.	.	PUNCT
epaa-3696	931	1	https://doi.org/10.1177/0013161x04268844	https://doi.org/10.1177/0013161x04268844	PROPN
epaa-3696	931	2	strauss	strauss	PROPN
epaa-3696	931	3	,	,	PUNCT
epaa-3696	931	4	v.	v.	PROPN
epaa-3696	931	5	(	(	PUNCT
epaa-3696	931	6	2017	2017	NUM
epaa-3696	931	7	,	,	PUNCT
epaa-3696	931	8	august	august	PROPN
epaa-3696	931	9	28	28	NUM
epaa-3696	931	10	)	)	PUNCT
epaa-3696	931	11	.	.	PUNCT
epaa-3696	932	1	teacher	teacher	NOUN
epaa-3696	932	2	shortages	shortage	NOUN
epaa-3696	932	3	affecting	affect	VERB
epaa-3696	932	4	every	every	DET
epaa-3696	932	5	state	state	NOUN
epaa-3696	932	6	as	as	SCONJ
epaa-3696	932	7	the	the	DET
epaa-3696	932	8	2017	2017	NUM
epaa-3696	932	9	-	-	SYM
epaa-3696	932	10	18	18	NUM
epaa-3696	932	11	school	school	NOUN
epaa-3696	932	12	year	year	NOUN
epaa-3696	932	13	begins	begin	VERB
epaa-3696	932	14	.	.	PUNCT
epaa-3696	933	1	washington	washington	PROPN
epaa-3696	933	2	post	post	PROPN
epaa-3696	933	3	.	.	PUNCT
epaa-3696	934	1	https://www.washingtonpost.com/news/answersheet/wp/2017/08/28/teacher-shortages-affecting-every-state-as-2017-18-school-yearbegins/?utm_term=.afb4d87a991f	https://www.washingtonpost.com/news/answersheet/wp/2017/08/28/teacher-shortages-affecting-every-state-as-2017-18-school-yearbegins/?utm_term=.afb4d87a991f	PROPN
epaa-3696	934	2	u.s	u.s	PROPN
epaa-3696	934	3	.	.	PROPN
epaa-3696	934	4	department	department	PROPN
epaa-3696	934	5	of	of	ADP
epaa-3696	934	6	education	education	PROPN
epaa-3696	934	7	office	office	NOUN
epaa-3696	934	8	of	of	ADP
epaa-3696	934	9	postsecondary	postsecondary	ADJ
epaa-3696	934	10	education	education	NOUN
epaa-3696	934	11	.	.	PUNCT
epaa-3696	935	1	(	(	PUNCT
epaa-3696	935	2	2013	2013	NUM
epaa-3696	935	3	)	)	PUNCT
epaa-3696	935	4	.	.	PUNCT
epaa-3696	936	1	preparing	prepare	VERB
epaa-3696	936	2	and	and	CCONJ
epaa-3696	936	3	credentialing	credentiale	VERB
epaa-3696	936	4	america	america	PROPN
epaa-3696	936	5	’s	’s	PART
epaa-3696	936	6	teachers	teacher	NOUN
epaa-3696	936	7	:	:	PUNCT
epaa-3696	936	8	the	the	DET
epaa-3696	936	9	secretary	secretary	NOUN
epaa-3696	936	10	’s	’s	PART
epaa-3696	936	11	ninth	ninth	ADJ
epaa-3696	936	12	report	report	NOUN
epaa-3696	936	13	on	on	ADP
epaa-3696	936	14	teacher	teacher	NOUN
epaa-3696	936	15	quality	quality	NOUN
epaa-3696	936	16	.	.	PUNCT
epaa-3696	937	1	washington	washington	PROPN
epaa-3696	937	2	,	,	PUNCT
epaa-3696	937	3	dc	dc	PROPN
epaa-3696	937	4	:	:	PUNCT
epaa-3696	937	5	u.s	u.s	PROPN
epaa-3696	937	6	.	.	PROPN
epaa-3696	937	7	department	department	PROPN
epaa-3696	937	8	of	of	ADP
epaa-3696	937	9	education	education	NOUN
epaa-3696	937	10	.	.	PUNCT
epaa-3696	938	1	retrieved	retrieve	VERB
epaa-3696	938	2	from	from	ADP
epaa-3696	938	3	https://title2.ed.gov/public/	https://title2.ed.gov/public/	PROPN
epaa-3696	938	4	titleiireport13.pdf	titleiireport13.pdf	PROPN
epaa-3696	938	5	u.s	u.s	PROPN
epaa-3696	938	6	.	.	PROPN
epaa-3696	938	7	department	department	PROPN
epaa-3696	938	8	of	of	ADP
epaa-3696	938	9	education	education	PROPN
epaa-3696	938	10	office	office	NOUN
epaa-3696	938	11	of	of	ADP
epaa-3696	938	12	postsecondary	postsecondary	ADJ
epaa-3696	938	13	education	education	NOUN
epaa-3696	938	14	.	.	PUNCT
epaa-3696	939	1	(	(	PUNCT
epaa-3696	939	2	2017	2017	NUM
epaa-3696	939	3	)	)	PUNCT
epaa-3696	939	4	.	.	PUNCT
epaa-3696	940	1	teacher	teacher	NOUN
epaa-3696	940	2	shortage	shortage	NOUN
epaa-3696	940	3	areas	area	NOUN
epaa-3696	940	4	nationwide	nationwide	ADJ
epaa-3696	940	5	listings	listing	NOUN
epaa-3696	940	6	1990–1991	1990–1991	NUM
epaa-3696	940	7	through	through	ADP
epaa-3696	940	8	2017–18	2017–18	NUM
epaa-3696	940	9	.	.	PUNCT
epaa-3696	941	1	washington	washington	PROPN
epaa-3696	941	2	,	,	PUNCT
epaa-3696	941	3	dc	dc	PROPN
epaa-3696	941	4	:	:	PUNCT
epaa-3696	941	5	u.s	u.s	PROPN
epaa-3696	941	6	.	.	PROPN
epaa-3696	941	7	department	department	PROPN
epaa-3696	941	8	of	of	ADP
epaa-3696	941	9	education	education	NOUN
epaa-3696	941	10	.	.	PUNCT
epaa-3696	942	1	u.s	u.s	PROPN
epaa-3696	942	2	.	.	PROPN
epaa-3696	942	3	department	department	PROPN
epaa-3696	942	4	of	of	ADP
epaa-3696	942	5	education	education	NOUN
epaa-3696	942	6	.	.	PUNCT
epaa-3696	943	1	(	(	PUNCT
epaa-3696	943	2	n.d	n.d	PROPN
epaa-3696	943	3	.	.	PROPN
epaa-3696	943	4	)	)	PUNCT
epaa-3696	943	5	.	.	PUNCT
epaa-3696	944	1	title	title	PROPN
epaa-3696	944	2	ii	ii	PROPN
epaa-3696	944	3	data	data	PROPN
epaa-3696	944	4	collection	collection	NOUN
epaa-3696	944	5	,	,	PUNCT
epaa-3696	944	6	2009–2014	2009–2014	NUM
epaa-3696	944	7	.	.	PUNCT
epaa-3696	944	8	available	available	ADJ
epaa-3696	944	9	from	from	ADP
epaa-3696	944	10	https://title2.ed.gov/public/home.aspx	https://title2.ed.gov/public/home.aspx	PROPN
epaa-3696	944	11	villegas	villegas	PROPN
epaa-3696	944	12	,	,	PUNCT
epaa-3696	944	13	a.	a.	NOUN
epaa-3696	944	14	m.	m.	NOUN
epaa-3696	944	15	,	,	PUNCT
epaa-3696	944	16	&	&	CCONJ
epaa-3696	944	17	irvine	irvine	PROPN
epaa-3696	944	18	,	,	PUNCT
epaa-3696	944	19	j.	j.	PROPN
epaa-3696	944	20	j.	j.	PROPN
epaa-3696	944	21	(	(	PUNCT
epaa-3696	944	22	2010	2010	NUM
epaa-3696	944	23	)	)	PUNCT
epaa-3696	944	24	.	.	PUNCT
epaa-3696	945	1	diversifying	diversify	VERB
epaa-3696	945	2	the	the	DET
epaa-3696	945	3	teaching	teaching	NOUN
epaa-3696	945	4	force	force	NOUN
epaa-3696	945	5	:	:	PUNCT
epaa-3696	945	6	an	an	DET
epaa-3696	945	7	examination	examination	NOUN
epaa-3696	945	8	of	of	ADP
epaa-3696	945	9	major	major	ADJ
epaa-3696	945	10	arguments	argument	NOUN
epaa-3696	945	11	.	.	PUNCT
epaa-3696	946	1	urban	urban	ADJ
epaa-3696	946	2	review	review	PROPN
epaa-3696	946	3	,	,	PUNCT
epaa-3696	946	4	42(3	42(3	NUM
epaa-3696	946	5	)	)	PUNCT
epaa-3696	946	6	,	,	PUNCT
epaa-3696	946	7	175–192	175–192	NUM
epaa-3696	946	8	.	.	PUNCT
epaa-3696	947	1	https://doi.org/10.1007/s11256-010-0150-1	https://doi.org/10.1007/s11256-010-0150-1	PROPN
epaa-3696	947	2	wang	wang	PROPN
epaa-3696	947	3	,	,	PUNCT
epaa-3696	947	4	j.	j.	PROPN
epaa-3696	947	5	,	,	PUNCT
epaa-3696	947	6	odell	odell	PROPN
epaa-3696	947	7	,	,	PUNCT
epaa-3696	947	8	s.	s.	PROPN
epaa-3696	947	9	j.	j.	PROPN
epaa-3696	947	10	,	,	PUNCT
epaa-3696	947	11	&	&	CCONJ
epaa-3696	947	12	schwille	schwille	PROPN
epaa-3696	947	13	,	,	PUNCT
epaa-3696	947	14	s.	s.	PROPN
epaa-3696	947	15	a.	a.	PROPN
epaa-3696	947	16	(	(	PUNCT
epaa-3696	947	17	2008	2008	NUM
epaa-3696	947	18	)	)	PUNCT
epaa-3696	947	19	.	.	PUNCT
epaa-3696	948	1	effects	effect	NOUN
epaa-3696	948	2	of	of	ADP
epaa-3696	948	3	teacher	teacher	NOUN
epaa-3696	948	4	induction	induction	NOUN
epaa-3696	948	5	on	on	ADP
epaa-3696	948	6	beginning	begin	VERB
epaa-3696	948	7	teachers	teacher	NOUN
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epaa-3696	948	9	teaching	teaching	NOUN
epaa-3696	948	10	:	:	PUNCT
epaa-3696	948	11	a	a	DET
epaa-3696	948	12	critical	critical	ADJ
epaa-3696	948	13	review	review	NOUN
epaa-3696	948	14	of	of	ADP
epaa-3696	948	15	the	the	DET
epaa-3696	948	16	literature	literature	NOUN
epaa-3696	948	17	.	.	PUNCT
epaa-3696	949	1	journal	journal	PROPN
epaa-3696	949	2	of	of	ADP
epaa-3696	949	3	teacher	teacher	NOUN
epaa-3696	949	4	education	education	NOUN
epaa-3696	949	5	,	,	PUNCT
epaa-3696	949	6	59(2	59(2	NUM
epaa-3696	949	7	)	)	PUNCT
epaa-3696	949	8	,	,	PUNCT
epaa-3696	949	9	132–152	132–152	NUM
epaa-3696	949	10	.	.	PUNCT
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epaa-3696	950	2	whitaker	whitaker	PROPN
epaa-3696	950	3	,	,	PUNCT
epaa-3696	950	4	i.	i.	PROPN
epaa-3696	950	5	(	(	PUNCT
epaa-3696	950	6	2015	2015	NUM
epaa-3696	950	7	,	,	PUNCT
epaa-3696	950	8	november	november	PROPN
epaa-3696	950	9	27	27	NUM
epaa-3696	950	10	)	)	PUNCT
epaa-3696	950	11	.	.	PUNCT
epaa-3696	951	1	nevada	nevada	PROPN
epaa-3696	951	2	needs	need	VERB
epaa-3696	951	3	teachers	teacher	NOUN
epaa-3696	951	4	,	,	PUNCT
epaa-3696	951	5	and	and	CCONJ
epaa-3696	951	6	it	it	PRON
epaa-3696	951	7	’s	’s	AUX
epaa-3696	951	8	shelling	shell	VERB
epaa-3696	951	9	out	out	ADP
epaa-3696	951	10	$	$	SYM
epaa-3696	951	11	5	5	NUM
epaa-3696	951	12	million	million	NUM
epaa-3696	951	13	to	to	PART
epaa-3696	951	14	get	get	VERB
epaa-3696	951	15	them	they	PRON
epaa-3696	951	16	.	.	PUNCT
epaa-3696	952	1	the	the	DET
epaa-3696	952	2	las	las	PROPN
epaa-3696	952	3	vegas	vegas	PROPN
epaa-3696	952	4	sun	sun	PROPN
epaa-3696	952	5	.	.	PUNCT
epaa-3696	952	6	retrieved	retrieve	VERB
epaa-3696	952	7	from	from	ADP
epaa-3696	952	8	https://lasvegassun.com/news/2015/nov/27/nevada-needs-teachers-and-its-shelling-out-5milli/	https://lasvegassun.com/news/2015/nov/27/nevada-needs-teachers-and-its-shelling-out-5milli/	NOUN
epaa-3696	952	9	williams	williams	PROPN
epaa-3696	952	10	,	,	PUNCT
epaa-3696	952	11	w.	w.	PROPN
epaa-3696	952	12	ii	ii	PROPN
epaa-3696	952	13	,	,	PUNCT
epaa-3696	952	14	adrien	adrien	PROPN
epaa-3696	952	15	,	,	PUNCT
epaa-3696	952	16	r.	r.	PROPN
epaa-3696	952	17	,	,	PUNCT
epaa-3696	952	18	murthy	murthy	PROPN
epaa-3696	952	19	,	,	PUNCT
epaa-3696	952	20	c.	c.	PROPN
epaa-3696	952	21	,	,	PUNCT
epaa-3696	952	22	&	&	CCONJ
epaa-3696	952	23	pietryka	pietryka	PROPN
epaa-3696	952	24	,	,	PUNCT
epaa-3696	952	25	d.	d.	PROPN
epaa-3696	952	26	(	(	PUNCT
epaa-3696	952	27	2015	2015	NUM
epaa-3696	952	28	)	)	PUNCT
epaa-3696	952	29	.	.	PUNCT
epaa-3696	953	1	equitable	equitable	ADJ
epaa-3696	953	2	access	access	NOUN
epaa-3696	953	3	to	to	ADP
epaa-3696	953	4	excellent	excellent	ADJ
epaa-3696	953	5	educators	educator	NOUN
epaa-3696	953	6	.	.	PUNCT
epaa-3696	954	1	washington	washington	PROPN
epaa-3696	954	2	,	,	PUNCT
epaa-3696	954	3	dc	dc	PROPN
epaa-3696	954	4	:	:	PUNCT
epaa-3696	954	5	u.s	u.s	PROPN
epaa-3696	954	6	.	.	PROPN
epaa-3696	954	7	department	department	PROPN
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epaa-3696	954	9	education	education	NOUN
epaa-3696	954	10	.	.	PUNCT
epaa-3696	955	1	retrieved	retrieve	VERB
epaa-3696	955	2	from	from	ADP
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epaa-3696	955	4	programs	program	NOUN
epaa-3696	955	5	/	/	SYM
epaa-3696	955	6	titleiparta	titleiparta	NOUN
epaa-3696	955	7	/	/	SYM
epaa-3696	955	8	resources.html	resources.html	VERB
epaa-3696	955	9	about	about	ADP
epaa-3696	955	10	the	the	DET
epaa-3696	955	11	authors	author	NOUN
epaa-3696	955	12	leib	leib	PROPN
epaa-3696	955	13	sutcher	sutcher	PROPN
epaa-3696	955	14	learning	learning	PROPN
epaa-3696	955	15	policy	policy	PROPN
epaa-3696	955	16	institute	institute	PROPN
epaa-3696	955	17	lsutcher@learningpolicyinstitute.org	lsutcher@learningpolicyinstitute.org	PROPN
epaa-3696	955	18	leib	leib	PROPN
epaa-3696	955	19	sutcher	sutcher	PROPN
epaa-3696	955	20	is	be	AUX
epaa-3696	955	21	a	a	DET
epaa-3696	955	22	research	research	NOUN
epaa-3696	955	23	associate	associate	NOUN
epaa-3696	955	24	on	on	ADP
epaa-3696	955	25	lpi	lpi	PROPN
epaa-3696	955	26	’s	’s	PART
epaa-3696	955	27	educator	educator	NOUN
epaa-3696	955	28	quality	quality	NOUN
epaa-3696	955	29	team	team	NOUN
epaa-3696	955	30	.	.	PUNCT
epaa-3696	956	1	his	his	PRON
epaa-3696	956	2	current	current	ADJ
epaa-3696	956	3	work	work	NOUN
epaa-3696	956	4	focuses	focus	VERB
epaa-3696	956	5	on	on	ADP
epaa-3696	956	6	teacher	teacher	NOUN
epaa-3696	956	7	labor	labor	NOUN
epaa-3696	956	8	market	market	NOUN
epaa-3696	956	9	issues	issue	NOUN
epaa-3696	956	10	,	,	PUNCT
epaa-3696	956	11	including	include	VERB
epaa-3696	956	12	recruitment	recruitment	NOUN
epaa-3696	956	13	and	and	CCONJ
epaa-3696	956	14	retention	retention	NOUN
epaa-3696	956	15	,	,	PUNCT
epaa-3696	956	16	the	the	DET
epaa-3696	956	17	inequitable	inequitable	ADJ
epaa-3696	956	18	distribution	distribution	NOUN
epaa-3696	956	19	of	of	ADP
epaa-3696	956	20	unqualified	unqualified	ADJ
epaa-3696	956	21	and	and	CCONJ
epaa-3696	956	22	inexperienced	inexperienced	ADJ
epaa-3696	956	23	educators	educator	NOUN
epaa-3696	956	24	,	,	PUNCT
epaa-3696	956	25	and	and	CCONJ
epaa-3696	956	26	teacher	teacher	NOUN
epaa-3696	956	27	shortages	shortage	NOUN
epaa-3696	956	28	.	.	PUNCT
epaa-3696	957	1	linda	linda	PROPN
epaa-3696	957	2	darling	darling	PROPN
epaa-3696	957	3	-	-	PUNCT
epaa-3696	957	4	hammond	hammond	NOUN
epaa-3696	957	5	learning	learn	VERB
epaa-3696	957	6	policy	policy	NOUN
epaa-3696	957	7	institute	institute	NOUN
epaa-3696	957	8	ldh@learningpolicyinstitute.org	ldh@learningpolicyinstitute.org	PROPN
epaa-3696	957	9	linda	linda	PROPN
epaa-3696	957	10	darling	darling	NOUN
epaa-3696	957	11	-	-	PUNCT
epaa-3696	957	12	hammond	hammond	PROPN
epaa-3696	957	13	is	be	AUX
epaa-3696	957	14	president	president	NOUN
epaa-3696	957	15	of	of	ADP
epaa-3696	957	16	the	the	DET
epaa-3696	957	17	learning	learning	PROPN
epaa-3696	957	18	policy	policy	PROPN
epaa-3696	957	19	institute	institute	PROPN
epaa-3696	957	20	and	and	CCONJ
epaa-3696	957	21	charles	charles	PROPN
epaa-3696	957	22	e.	e.	PROPN
epaa-3696	957	23	ducommun	ducommun	PROPN
epaa-3696	957	24	professor	professor	PROPN
epaa-3696	957	25	of	of	ADP
epaa-3696	957	26	education	education	NOUN
epaa-3696	957	27	emeritus	emeritus	NOUN
epaa-3696	957	28	at	at	ADP
epaa-3696	957	29	stanford	stanford	PROPN
epaa-3696	957	30	university	university	PROPN
epaa-3696	957	31	.	.	PUNCT
epaa-3696	958	1	she	she	PRON
epaa-3696	958	2	was	be	AUX
epaa-3696	958	3	principal	principal	ADJ
epaa-3696	958	4	investigator	investigator	NOUN
epaa-3696	958	5	for	for	ADP
epaa-3696	958	6	the	the	DET
epaa-3696	958	7	team	team	NOUN
epaa-3696	958	8	that	that	PRON
epaa-3696	958	9	designed	design	VERB
epaa-3696	958	10	the	the	DET
epaa-3696	958	11	federal	federal	ADJ
epaa-3696	958	12	schools	school	NOUN
epaa-3696	958	13	and	and	CCONJ
epaa-3696	958	14	staffing	staffing	NOUN
epaa-3696	958	15	surveys	survey	NOUN
epaa-3696	958	16	and	and	CCONJ
epaa-3696	958	17	has	have	AUX
epaa-3696	958	18	conducted	conduct	VERB
epaa-3696	958	19	extensive	extensive	ADJ
epaa-3696	958	20	research	research	NOUN
epaa-3696	958	21	on	on	ADP
epaa-3696	958	22	issues	issue	NOUN
epaa-3696	958	23	of	of	ADP
epaa-3696	958	24	educator	educator	NOUN
epaa-3696	958	25	supply	supply	NOUN
epaa-3696	958	26	,	,	PUNCT
epaa-3696	958	27	demand	demand	NOUN
epaa-3696	958	28	,	,	PUNCT
epaa-3696	958	29	and	and	CCONJ
epaa-3696	958	30	quality	quality	NOUN
epaa-3696	958	31	.	.	PUNCT
epaa-3696	959	1	among	among	ADP
epaa-3696	959	2	her	her	PRON
epaa-3696	959	3	award	award	NOUN
epaa-3696	959	4	-	-	PUNCT
epaa-3696	959	5	winning	win	VERB
epaa-3696	959	6	publications	publication	NOUN
epaa-3696	959	7	in	in	ADP
epaa-3696	959	8	this	this	DET
epaa-3696	959	9	area	area	NOUN
epaa-3696	959	10	https://doi.org/10.1177/0013161x04268844	https://doi.org/10.1177/0013161x04268844	PROPN
epaa-3696	959	11	https://www.washingtonpost.com/news/answer-sheet/wp/2017/08/28/teacher-shortages-affecting-every-state-as-2017-18-school-year-begins/?utm_term=.afb4d87a991f	https://www.washingtonpost.com/news/answer-sheet/wp/2017/08/28/teacher-shortages-affecting-every-state-as-2017-18-school-year-begins/?utm_term=.afb4d87a991f	PROPN
epaa-3696	959	12	https://www.washingtonpost.com/news/answer-sheet/wp/2017/08/28/teacher-shortages-affecting-every-state-as-2017-18-school-year-begins/?utm_term=.afb4d87a991f	https://www.washingtonpost.com/news/answer-sheet/wp/2017/08/28/teacher-shortages-affecting-every-state-as-2017-18-school-year-begins/?utm_term=.afb4d87a991f	PROPN
epaa-3696	959	13	https://www.washingtonpost.com/news/answer-sheet/wp/2017/08/28/teacher-shortages-affecting-every-state-as-2017-18-school-year-begins/?utm_term=.afb4d87a991f	https://www.washingtonpost.com/news/answer-sheet/wp/2017/08/28/teacher-shortages-affecting-every-state-as-2017-18-school-year-begins/?utm_term=.afb4d87a991f	PROPN
epaa-3696	959	14	mailto:lsutcher@learningpolicyinstitute.org	mailto:lsutcher@learningpolicyinstitute.org	ADJ
epaa-3696	959	15	mailto:ldh@learningpolicyinstitute.org	mailto:ldh@learningpolicyinstitute.org	ADJ
epaa-3696	959	16	education	education	NOUN
epaa-3696	959	17	policy	policy	NOUN
epaa-3696	959	18	analysis	analysis	NOUN
epaa-3696	959	19	archives	archive	NOUN
epaa-3696	959	20	vol	vol	NOUN
epaa-3696	959	21	.	.	PUNCT
epaa-3696	959	22	27	27	NUM
epaa-3696	959	23	no	no	NOUN
epaa-3696	959	24	.	.	NOUN
epaa-3696	959	25	35	35	NUM
epaa-3696	959	26	special	special	ADJ
epaa-3696	959	27	issue	issue	NOUN
epaa-3696	959	28	36	36	NUM
epaa-3696	959	29	are	be	AUX
epaa-3696	959	30	the	the	DET
epaa-3696	959	31	1996	1996	NUM
epaa-3696	959	32	report	report	NOUN
epaa-3696	959	33	of	of	ADP
epaa-3696	959	34	the	the	DET
epaa-3696	959	35	national	national	ADJ
epaa-3696	959	36	commission	commission	PROPN
epaa-3696	959	37	on	on	ADP
epaa-3696	959	38	teaching	teaching	NOUN
epaa-3696	959	39	and	and	CCONJ
epaa-3696	959	40	america	america	PROPN
epaa-3696	959	41	’s	’s	PART
epaa-3696	959	42	future	future	NOUN
epaa-3696	959	43	,	,	PUNCT
epaa-3696	959	44	what	what	PRON
epaa-3696	959	45	matters	matter	VERB
epaa-3696	959	46	most	most	ADV
epaa-3696	959	47	:	:	PUNCT
epaa-3696	959	48	teaching	teach	VERB
epaa-3696	959	49	for	for	ADP
epaa-3696	959	50	america	america	PROPN
epaa-3696	959	51	’s	’s	PART
epaa-3696	959	52	future	future	NOUN
epaa-3696	959	53	;	;	PUNCT
epaa-3696	959	54	teaching	teach	VERB
epaa-3696	959	55	as	as	ADP
epaa-3696	959	56	the	the	DET
epaa-3696	959	57	learning	learning	NOUN
epaa-3696	959	58	profession	profession	NOUN
epaa-3696	959	59	;	;	PUNCT
epaa-3696	959	60	and	and	CCONJ
epaa-3696	959	61	preparing	prepare	VERB
epaa-3696	959	62	teachers	teacher	NOUN
epaa-3696	959	63	for	for	ADP
epaa-3696	959	64	a	a	DET
epaa-3696	959	65	changing	change	VERB
epaa-3696	959	66	world	world	NOUN
epaa-3696	959	67	:	:	PUNCT
epaa-3696	959	68	what	what	PRON
epaa-3696	959	69	teachers	teacher	NOUN
epaa-3696	959	70	should	should	AUX
epaa-3696	959	71	learn	learn	VERB
epaa-3696	959	72	and	and	CCONJ
epaa-3696	959	73	be	be	AUX
epaa-3696	959	74	able	able	ADJ
epaa-3696	959	75	to	to	PART
epaa-3696	959	76	do	do	VERB
epaa-3696	959	77	.	.	PUNCT
epaa-3696	960	1	desiree	desiree	PROPN
epaa-3696	960	2	carver	carver	PROPN
epaa-3696	960	3	-	-	PUNCT
epaa-3696	960	4	thomas	thomas	PROPN
epaa-3696	960	5	learning	learning	PROPN
epaa-3696	960	6	policy	policy	PROPN
epaa-3696	960	7	institute	institute	PROPN
epaa-3696	960	8	dcarverthomas@learningpolicyinstitute.org	dcarverthomas@learningpolicyinstitute.org	PROPN
epaa-3696	960	9	desiree	desiree	PROPN
epaa-3696	960	10	carver	carver	PROPN
epaa-3696	960	11	-	-	PUNCT
epaa-3696	960	12	thomas	thomas	PROPN
epaa-3696	960	13	is	be	AUX
epaa-3696	960	14	a	a	DET
epaa-3696	960	15	research	research	NOUN
epaa-3696	960	16	and	and	CCONJ
epaa-3696	960	17	policy	policy	NOUN
epaa-3696	960	18	associate	associate	NOUN
epaa-3696	960	19	on	on	ADP
epaa-3696	960	20	lpi	lpi	PROPN
epaa-3696	960	21	’s	’s	PART
epaa-3696	960	22	educator	educator	NOUN
epaa-3696	960	23	quality	quality	NOUN
epaa-3696	960	24	team	team	NOUN
epaa-3696	960	25	.	.	PUNCT
epaa-3696	961	1	she	she	PRON
epaa-3696	961	2	is	be	AUX
epaa-3696	961	3	the	the	DET
epaa-3696	961	4	lead	lead	ADJ
epaa-3696	961	5	author	author	NOUN
epaa-3696	961	6	of	of	ADP
epaa-3696	961	7	addressing	address	VERB
epaa-3696	961	8	california	california	PROPN
epaa-3696	961	9	’s	’s	PART
epaa-3696	961	10	growing	grow	VERB
epaa-3696	961	11	teacher	teacher	NOUN
epaa-3696	961	12	shortage	shortage	NOUN
epaa-3696	961	13	:	:	PUNCT
epaa-3696	961	14	2017	2017	NUM
epaa-3696	961	15	update	update	NOUN
epaa-3696	961	16	and	and	CCONJ
epaa-3696	961	17	teacher	teacher	NOUN
epaa-3696	961	18	turnover	turnover	NOUN
epaa-3696	961	19	:	:	PUNCT
epaa-3696	961	20	why	why	SCONJ
epaa-3696	961	21	it	it	PRON
epaa-3696	961	22	matters	matter	VERB
epaa-3696	961	23	and	and	CCONJ
epaa-3696	961	24	what	what	PRON
epaa-3696	961	25	we	we	PRON
epaa-3696	961	26	can	can	AUX
epaa-3696	961	27	do	do	VERB
epaa-3696	961	28	about	about	ADP
epaa-3696	961	29	it	it	PRON
epaa-3696	961	30	.	.	PUNCT
epaa-3696	962	1	previously	previously	ADV
epaa-3696	962	2	,	,	PUNCT
epaa-3696	962	3	she	she	PRON
epaa-3696	962	4	taught	teach	VERB
epaa-3696	962	5	in	in	ADP
epaa-3696	962	6	new	new	PROPN
epaa-3696	962	7	york	york	PROPN
epaa-3696	962	8	city	city	PROPN
epaa-3696	962	9	public	public	ADJ
epaa-3696	962	10	schools	school	NOUN
epaa-3696	962	11	,	,	PUNCT
epaa-3696	962	12	and	and	CCONJ
epaa-3696	962	13	consulted	consult	VERB
epaa-3696	962	14	on	on	ADP
epaa-3696	962	15	strategies	strategy	NOUN
epaa-3696	962	16	for	for	ADP
epaa-3696	962	17	diverting	divert	VERB
epaa-3696	962	18	recidivism	recidivism	NOUN
epaa-3696	962	19	and	and	CCONJ
epaa-3696	962	20	implementing	implement	VERB
epaa-3696	962	21	a	a	DET
epaa-3696	962	22	full	full	ADJ
epaa-3696	962	23	-	-	PUNCT
epaa-3696	962	24	service	service	NOUN
epaa-3696	962	25	community	community	NOUN
epaa-3696	962	26	schools	school	NOUN
epaa-3696	962	27	initiative	initiative	NOUN
epaa-3696	962	28	.	.	PUNCT
epaa-3696	963	1	about	about	ADP
epaa-3696	963	2	the	the	DET
epaa-3696	963	3	guest	guest	NOUN
epaa-3696	963	4	editors	editor	NOUN
epaa-3696	963	5	linda	linda	PROPN
epaa-3696	963	6	darling	darling	PROPN
epaa-3696	963	7	-	-	PUNCT
epaa-3696	963	8	hammond	hammond	NOUN
epaa-3696	963	9	learning	learn	VERB
epaa-3696	963	10	policy	policy	PROPN
epaa-3696	963	11	institute	institute	PROPN
epaa-3696	963	12	ldh@learningpolicyinstitute.org	ldh@learningpolicyinstitute.org	PROPN
epaa-3696	963	13	dr	dr	PROPN
epaa-3696	963	14	.	.	PROPN
epaa-3696	963	15	linda	linda	PROPN
epaa-3696	963	16	darling	darling	PROPN
epaa-3696	963	17	-	-	PUNCT
epaa-3696	963	18	hammond	hammond	PROPN
epaa-3696	963	19	is	be	AUX
epaa-3696	963	20	president	president	NOUN
epaa-3696	963	21	of	of	ADP
epaa-3696	963	22	the	the	DET
epaa-3696	963	23	learning	learning	PROPN
epaa-3696	963	24	policy	policy	PROPN
epaa-3696	963	25	institute	institute	PROPN
epaa-3696	963	26	and	and	CCONJ
epaa-3696	963	27	charles	charles	PROPN
epaa-3696	963	28	e.	e.	PROPN
epaa-3696	963	29	ducommun	ducommun	PROPN
epaa-3696	963	30	professor	professor	PROPN
epaa-3696	963	31	of	of	ADP
epaa-3696	963	32	education	education	NOUN
epaa-3696	963	33	emeritus	emeritus	NOUN
epaa-3696	963	34	at	at	ADP
epaa-3696	963	35	stanford	stanford	PROPN
epaa-3696	963	36	university	university	PROPN
epaa-3696	963	37	.	.	PUNCT
epaa-3696	964	1	she	she	PRON
epaa-3696	964	2	has	have	AUX
epaa-3696	964	3	conducted	conduct	VERB
epaa-3696	964	4	extensive	extensive	ADJ
epaa-3696	964	5	research	research	NOUN
epaa-3696	964	6	on	on	ADP
epaa-3696	964	7	issues	issue	NOUN
epaa-3696	964	8	of	of	ADP
epaa-3696	964	9	educator	educator	NOUN
epaa-3696	964	10	supply	supply	NOUN
epaa-3696	964	11	,	,	PUNCT
epaa-3696	964	12	demand	demand	NOUN
epaa-3696	964	13	,	,	PUNCT
epaa-3696	964	14	and	and	CCONJ
epaa-3696	964	15	quality	quality	NOUN
epaa-3696	964	16	.	.	PUNCT
epaa-3696	965	1	among	among	ADP
epaa-3696	965	2	her	her	PRON
epaa-3696	965	3	award	award	NOUN
epaa-3696	965	4	-	-	PUNCT
epaa-3696	965	5	winning	win	VERB
epaa-3696	965	6	publications	publication	NOUN
epaa-3696	965	7	in	in	ADP
epaa-3696	965	8	this	this	DET
epaa-3696	965	9	area	area	NOUN
epaa-3696	965	10	are	be	AUX
epaa-3696	965	11	what	what	PRON
epaa-3696	965	12	matters	matter	VERB
epaa-3696	965	13	most	most	ADV
epaa-3696	965	14	:	:	PUNCT
epaa-3696	965	15	teaching	teach	VERB
epaa-3696	965	16	for	for	ADP
epaa-3696	965	17	america	america	PROPN
epaa-3696	965	18	’s	’s	PART
epaa-3696	965	19	future	future	NOUN
epaa-3696	965	20	;	;	PUNCT
epaa-3696	965	21	teaching	teach	VERB
epaa-3696	965	22	as	as	ADP
epaa-3696	965	23	the	the	DET
epaa-3696	965	24	learning	learning	NOUN
epaa-3696	965	25	profession	profession	NOUN
epaa-3696	965	26	;	;	PUNCT
epaa-3696	965	27	powerful	powerful	ADJ
epaa-3696	965	28	teacher	teacher	NOUN
epaa-3696	965	29	education	education	NOUN
epaa-3696	965	30	;	;	PUNCT
epaa-3696	965	31	and	and	CCONJ
epaa-3696	965	32	preparing	prepare	VERB
epaa-3696	965	33	teachers	teacher	NOUN
epaa-3696	965	34	for	for	ADP
epaa-3696	965	35	a	a	DET
epaa-3696	965	36	changing	change	VERB
epaa-3696	965	37	world	world	NOUN
epaa-3696	965	38	:	:	PUNCT
epaa-3696	965	39	what	what	PRON
epaa-3696	965	40	teachers	teacher	NOUN
epaa-3696	965	41	should	should	AUX
epaa-3696	965	42	learn	learn	VERB
epaa-3696	965	43	and	and	CCONJ
epaa-3696	965	44	be	be	AUX
epaa-3696	965	45	able	able	ADJ
epaa-3696	965	46	to	to	PART
epaa-3696	965	47	do	do	VERB
epaa-3696	965	48	.	.	PUNCT
epaa-3696	966	1	anne	anne	PROPN
epaa-3696	966	2	podolsky	podolsky	PROPN
epaa-3696	966	3	learning	learning	PROPN
epaa-3696	966	4	policy	policy	PROPN
epaa-3696	966	5	institute	institute	PROPN
epaa-3696	966	6	apodolsky@learningpolicyinstitute.org	apodolsky@learningpolicyinstitute.org	PROPN
epaa-3696	967	1	anne	anne	PROPN
epaa-3696	967	2	podolsky	podolsky	PROPN
epaa-3696	967	3	is	be	AUX
epaa-3696	967	4	a	a	DET
epaa-3696	967	5	researcher	researcher	NOUN
epaa-3696	967	6	and	and	CCONJ
epaa-3696	967	7	policy	policy	NOUN
epaa-3696	967	8	analyst	analyst	NOUN
epaa-3696	967	9	at	at	ADP
epaa-3696	967	10	the	the	DET
epaa-3696	967	11	learning	learning	NOUN
epaa-3696	967	12	policy	policy	NOUN
epaa-3696	967	13	institute	institute	PROPN
epaa-3696	967	14	.	.	PUNCT
epaa-3696	968	1	her	her	PRON
epaa-3696	968	2	research	research	NOUN
epaa-3696	968	3	focuses	focus	VERB
epaa-3696	968	4	on	on	ADP
epaa-3696	968	5	improving	improve	VERB
epaa-3696	968	6	educational	educational	ADJ
epaa-3696	968	7	opportunities	opportunity	NOUN
epaa-3696	968	8	and	and	CCONJ
epaa-3696	968	9	outcomes	outcome	NOUN
epaa-3696	968	10	,	,	PUNCT
epaa-3696	968	11	e	e	X
epaa-3696	968	12	specially	specially	ADV
epaa-3696	968	13	for	for	ADP
epaa-3696	968	14	students	student	NOUN
epaa-3696	968	15	from	from	ADP
epaa-3696	968	16	underserved	underserved	ADJ
epaa-3696	968	17	communities	community	NOUN
epaa-3696	968	18	.	.	PUNCT
epaa-3696	969	1	mailto:dcarverthomas@learningpolicyinstitute.org	mailto:dcarverthomas@learningpolicyinstitute.org	ADJ
epaa-3696	969	2	mailto:ldh@learningpolicyinstitute.org	mailto:ldh@learningpolicyinstitute.org	NOUN
epaa-3696	969	3	mailto:apodolsky@learningpolicyinstitute.org	mailto:apodolsky@learningpolicyinstitute.org	PROPN
epaa-3696	969	4	an	an	DET
epaa-3696	969	5	analysis	analysis	NOUN
epaa-3696	969	6	of	of	ADP
epaa-3696	969	7	teacher	teacher	NOUN
epaa-3696	969	8	supply	supply	NOUN
epaa-3696	969	9	and	and	CCONJ
epaa-3696	969	10	demand	demand	NOUN
epaa-3696	969	11	in	in	ADP
epaa-3696	969	12	the	the	DET
epaa-3696	969	13	united	united	PROPN
epaa-3696	969	14	states	states	PROPN
epaa-3696	969	15	37	37	NUM
epaa-3696	969	16	education	education	NOUN
epaa-3696	969	17	policy	policy	NOUN
epaa-3696	969	18	analysis	analysis	NOUN
epaa-3696	969	19	archives	archive	NOUN
epaa-3696	969	20	volume	volume	VERB
epaa-3696	969	21	27	27	NUM
epaa-3696	969	22	number	number	NOUN
epaa-3696	969	23	35	35	NUM
epaa-3696	969	24	april	april	PROPN
epaa-3696	969	25	8	8	NUM
epaa-3696	969	26	,	,	PUNCT
epaa-3696	969	27	2019	2019	NUM
epaa-3696	969	28	issn	issn	PROPN
epaa-3696	969	29	1068	1068	NUM
epaa-3696	969	30	-	-	SYM
epaa-3696	969	31	2341	2341	NUM
epaa-3696	969	32	readers	reader	NOUN
epaa-3696	969	33	are	be	AUX
epaa-3696	969	34	free	free	ADJ
epaa-3696	969	35	to	to	PART
epaa-3696	969	36	copy	copy	VERB
epaa-3696	969	37	,	,	PUNCT
epaa-3696	969	38	display	display	NOUN
epaa-3696	969	39	,	,	PUNCT
epaa-3696	969	40	and	and	CCONJ
epaa-3696	969	41	distribute	distribute	VERB
epaa-3696	969	42	this	this	DET
epaa-3696	969	43	article	article	NOUN
epaa-3696	969	44	,	,	PUNCT
epaa-3696	969	45	as	as	ADV
epaa-3696	969	46	long	long	ADV
epaa-3696	969	47	as	as	SCONJ
epaa-3696	969	48	the	the	DET
epaa-3696	969	49	work	work	NOUN
epaa-3696	969	50	is	be	AUX
epaa-3696	969	51	attributed	attribute	VERB
epaa-3696	969	52	to	to	ADP
epaa-3696	969	53	the	the	DET
epaa-3696	969	54	author(s	author(s	NOUN
epaa-3696	969	55	)	)	PUNCT
epaa-3696	969	56	and	and	CCONJ
epaa-3696	969	57	education	education	NOUN
epaa-3696	969	58	policy	policy	NOUN
epaa-3696	969	59	analysis	analysis	NOUN
epaa-3696	969	60	archives	archive	NOUN
epaa-3696	969	61	,	,	PUNCT
epaa-3696	969	62	it	it	PRON
epaa-3696	969	63	is	be	AUX
epaa-3696	969	64	distributed	distribute	VERB
epaa-3696	969	65	for	for	ADP
epaa-3696	969	66	noncommercial	noncommercial	ADJ
epaa-3696	969	67	purposes	purpose	NOUN
epaa-3696	969	68	only	only	ADV
epaa-3696	969	69	,	,	PUNCT
epaa-3696	969	70	and	and	CCONJ
epaa-3696	969	71	no	no	DET
epaa-3696	969	72	alteration	alteration	NOUN
epaa-3696	969	73	or	or	CCONJ
epaa-3696	969	74	transformation	transformation	NOUN
epaa-3696	969	75	is	be	AUX
epaa-3696	969	76	made	make	VERB
epaa-3696	969	77	in	in	ADP
epaa-3696	969	78	th	th	NUM
epaa-3696	969	79	e	e	NOUN
epaa-3696	969	80	work	work	NOUN
epaa-3696	969	81	.	.	PUNCT
epaa-3696	970	1	more	more	ADJ
epaa-3696	970	2	details	detail	NOUN
epaa-3696	970	3	of	of	ADP
epaa-3696	970	4	this	this	DET
epaa-3696	970	5	creative	creative	ADJ
epaa-3696	970	6	commons	common	NOUN
epaa-3696	970	7	license	license	NOUN
epaa-3696	970	8	are	be	AUX
epaa-3696	970	9	available	available	ADJ
epaa-3696	970	10	at	at	ADP
epaa-3696	970	11	http://creativecommons.org/licenses/by-nc-sa/3.0/.	http://creativecommons.org/licenses/by-nc-sa/3.0/.	NOUN
epaa-3696	970	12	all	all	DET
epaa-3696	970	13	other	other	ADJ
epaa-3696	970	14	uses	use	NOUN
epaa-3696	970	15	must	must	AUX
epaa-3696	970	16	be	be	AUX
epaa-3696	970	17	approved	approve	VERB
epaa-3696	970	18	by	by	ADP
epaa-3696	970	19	the	the	DET
epaa-3696	970	20	author(s	author(s	NOUN
epaa-3696	970	21	)	)	PUNCT
epaa-3696	970	22	or	or	CCONJ
epaa-3696	970	23	epaa	epaa	NOUN
epaa-3696	970	24	.	.	PUNCT
epaa-3696	971	1	epaa	epaa	PROPN
epaa-3696	971	2	is	be	AUX
epaa-3696	971	3	published	publish	VERB
epaa-3696	971	4	by	by	ADP
epaa-3696	971	5	the	the	DET
epaa-3696	971	6	mary	mary	PROPN
epaa-3696	971	7	lou	lou	PROPN
epaa-3696	971	8	fulton	fulton	PROPN
epaa-3696	971	9	institute	institute	PROPN
epaa-3696	971	10	and	and	CCONJ
epaa-3696	971	11	graduate	graduate	PROPN
epaa-3696	971	12	school	school	NOUN
epaa-3696	971	13	of	of	ADP
epaa-3696	971	14	education	education	NOUN
epaa-3696	971	15	at	at	ADP
epaa-3696	971	16	arizona	arizona	PROPN
epaa-3696	971	17	state	state	PROPN
epaa-3696	971	18	university	university	PROPN
epaa-3696	971	19	articles	article	NOUN
epaa-3696	971	20	are	be	AUX
epaa-3696	971	21	indexed	index	VERB
epaa-3696	971	22	in	in	ADP
epaa-3696	971	23	circ	circ	PROPN
epaa-3696	971	24	(	(	PUNCT
epaa-3696	971	25	clasificación	clasificación	PROPN
epaa-3696	971	26	integrada	integrada	PROPN
epaa-3696	971	27	de	de	PROPN
epaa-3696	971	28	revistas	revistas	PROPN
epaa-3696	971	29	científicas	científicas	PROPN
epaa-3696	971	30	,	,	PUNCT
epaa-3696	971	31	spain	spain	PROPN
epaa-3696	971	32	)	)	PUNCT
epaa-3696	971	33	,	,	PUNCT
epaa-3696	971	34	dialnet	dialnet	NOUN
epaa-3696	971	35	(	(	PUNCT
epaa-3696	971	36	spain	spain	PROPN
epaa-3696	971	37	)	)	PUNCT
epaa-3696	971	38	,	,	PUNCT
epaa-3696	971	39	directory	directory	NOUN
epaa-3696	971	40	of	of	ADP
epaa-3696	971	41	open	open	ADJ
epaa-3696	971	42	access	access	NOUN
epaa-3696	971	43	journals	journal	NOUN
epaa-3696	971	44	,	,	PUNCT
epaa-3696	971	45	ebsco	ebsco	PROPN
epaa-3696	971	46	education	education	PROPN
epaa-3696	971	47	research	research	NOUN
epaa-3696	971	48	complete	complete	ADJ
epaa-3696	971	49	,	,	PUNCT
epaa-3696	971	50	eric	eric	PROPN
epaa-3696	971	51	,	,	PUNCT
epaa-3696	971	52	education	education	NOUN
epaa-3696	971	53	full	full	ADJ
epaa-3696	971	54	text	text	NOUN
epaa-3696	971	55	(	(	PUNCT
epaa-3696	971	56	h.w	h.w	PROPN
epaa-3696	971	57	.	.	PROPN
epaa-3696	971	58	wilson	wilson	PROPN
epaa-3696	971	59	)	)	PUNCT
epaa-3696	971	60	,	,	PUNCT
epaa-3696	971	61	qualis	qualis	PROPN
epaa-3696	971	62	a1	a1	PROPN
epaa-3696	971	63	(	(	PUNCT
epaa-3696	971	64	brazil	brazil	PROPN
epaa-3696	971	65	)	)	PUNCT
epaa-3696	971	66	,	,	PUNCT
epaa-3696	971	67	scimago	scimago	PROPN
epaa-3696	971	68	journal	journal	PROPN
epaa-3696	971	69	rank	rank	PROPN
epaa-3696	971	70	,	,	PUNCT
epaa-3696	971	71	scopus	scopus	PROPN
epaa-3696	971	72	,	,	PUNCT
epaa-3696	971	73	socolar	socolar	ADJ
epaa-3696	971	74	(	(	PUNCT
epaa-3696	971	75	china	china	PROPN
epaa-3696	971	76	)	)	PUNCT
epaa-3696	971	77	.	.	PUNCT
epaa-3696	972	1	please	please	INTJ
epaa-3696	972	2	send	send	VERB
epaa-3696	972	3	errata	errata	NOUN
epaa-3696	972	4	notes	note	NOUN
epaa-3696	972	5	to	to	ADP
epaa-3696	972	6	audrey	audrey	PROPN
epaa-3696	972	7	amrein	amrein	PROPN
epaa-3696	972	8	-	-	PUNCT
epaa-3696	972	9	beardsley	beardsley	PROPN
epaa-3696	972	10	at	at	ADP
epaa-3696	972	11	audrey.beardsley@asu.edu	audrey.beardsley@asu.edu	PROPN
epaa-3696	972	12	join	join	VERB
epaa-3696	972	13	epaa	epaa	PROPN
epaa-3696	972	14	’s	’s	PART
epaa-3696	972	15	facebook	facebook	PROPN
epaa-3696	972	16	community	community	NOUN
epaa-3696	972	17	at	at	ADP
epaa-3696	972	18	https://www.facebook.com/epaaaape	https://www.facebook.com/epaaaape	PROPN
epaa-3696	972	19	and	and	CCONJ
epaa-3696	972	20	twitter	twitter	NOUN
epaa-3696	972	21	feed	feed	NOUN
epaa-3696	972	22	@epaa_aape	@epaa_aape	NOUN
epaa-3696	972	23	.	.	PUNCT
epaa-3696	973	1	http://www.doaj.org/	http://www.doaj.org/	PROPN
epaa-3696	973	2	mailto:audrey.beardsley@asu.edu	mailto:audrey.beardsley@asu.edu	PROPN
epaa-3696	973	3	https://www.facebook.com/epaaaape	https://www.facebook.com/epaaaape	PROPN
epaa-3696	973	4	education	education	NOUN
epaa-3696	973	5	policy	policy	NOUN
epaa-3696	973	6	analysis	analysis	NOUN
epaa-3696	973	7	archives	archive	NOUN
epaa-3696	973	8	vol	vol	NOUN
epaa-3696	973	9	.	.	PUNCT
epaa-3696	974	1	27	27	NUM
epaa-3696	974	2	no	no	NOUN
epaa-3696	974	3	.	.	NOUN
epaa-3696	974	4	35	35	NUM
epaa-3696	974	5	special	special	ADJ
epaa-3696	974	6	issue	issue	NOUN
epaa-3696	974	7	38	38	NUM
epaa-3696	974	8	education	education	NOUN
epaa-3696	974	9	policy	policy	NOUN
epaa-3696	974	10	analysis	analysis	NOUN
epaa-3696	974	11	archives	archive	NOUN
epaa-3696	974	12	editorial	editorial	NOUN
epaa-3696	974	13	board	board	PROPN
epaa-3696	974	14	lead	lead	PROPN
epaa-3696	974	15	editor	editor	NOUN
epaa-3696	974	16	:	:	PUNCT
epaa-3696	974	17	audrey	audrey	PROPN
epaa-3696	974	18	amrein	amrein	PROPN
epaa-3696	974	19	-	-	PUNCT
epaa-3696	974	20	beardsley	beardsley	PROPN
epaa-3696	974	21	(	(	PUNCT
epaa-3696	974	22	arizona	arizona	PROPN
epaa-3696	974	23	state	state	PROPN
epaa-3696	974	24	university	university	PROPN
epaa-3696	974	25	)	)	PUNCT
epaa-3696	974	26	editor	editor	NOUN
epaa-3696	974	27	consultor	consultor	NOUN
epaa-3696	974	28	:	:	PUNCT
epaa-3696	974	29	gustavo	gustavo	PROPN
epaa-3696	974	30	e.	e.	PROPN
epaa-3696	974	31	fischman	fischman	PROPN
epaa-3696	974	32	(	(	PUNCT
epaa-3696	974	33	arizona	arizona	PROPN
epaa-3696	974	34	state	state	PROPN
epaa-3696	974	35	university	university	PROPN
epaa-3696	974	36	)	)	PUNCT
epaa-3696	974	37	associate	associate	ADJ
epaa-3696	974	38	editors	editor	NOUN
epaa-3696	974	39	:	:	PUNCT
epaa-3696	974	40	david	david	PROPN
epaa-3696	974	41	carlson	carlson	PROPN
epaa-3696	974	42	,	,	PUNCT
epaa-3696	974	43	lauren	lauren	PROPN
epaa-3696	974	44	harris	harris	PROPN
epaa-3696	974	45	,	,	PUNCT
epaa-3696	974	46	eugene	eugene	PROPN
epaa-3696	974	47	judson	judson	PROPN
epaa-3696	974	48	,	,	PUNCT
epaa-3696	974	49	mirka	mirka	PROPN
epaa-3696	974	50	koro	koro	PROPN
epaa-3696	974	51	-	-	PUNCT
epaa-3696	974	52	ljungberg	ljungberg	PROPN
epaa-3696	974	53	,	,	PUNCT
epaa-3696	974	54	scott	scott	PROPN
epaa-3696	974	55	marley	marley	PROPN
epaa-3696	974	56	,	,	PUNCT
epaa-3696	974	57	molly	molly	PROPN
epaa-3696	974	58	ott	ott	PROPN
epaa-3696	974	59	,	,	PUNCT
epaa-3696	974	60	iveta	iveta	PROPN
epaa-3696	974	61	silova	silova	PROPN
epaa-3696	974	62	(	(	PUNCT
epaa-3696	974	63	arizona	arizona	PROPN
epaa-3696	974	64	state	state	PROPN
epaa-3696	974	65	university	university	PROPN
epaa-3696	974	66	)	)	PUNCT
epaa-3696	974	67	cristina	cristina	PROPN
epaa-3696	974	68	alfaro	alfaro	PROPN
epaa-3696	974	69	san	san	PROPN
epaa-3696	974	70	diego	diego	PROPN
epaa-3696	974	71	state	state	PROPN
epaa-3696	974	72	university	university	PROPN
epaa-3696	974	73	amy	amy	PROPN
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epaa-3696	974	75	dikkers	dikkers	PROPN
epaa-3696	974	76	university	university	PROPN
epaa-3696	974	77	of	of	ADP
epaa-3696	974	78	north	north	PROPN
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epaa-3696	974	80	,	,	PUNCT
epaa-3696	974	81	wilmington	wilmington	PROPN
epaa-3696	974	82	susan	susan	PROPN
epaa-3696	974	83	l.	l.	PROPN
epaa-3696	974	84	robertson	robertson	PROPN
epaa-3696	974	85	bristol	bristol	PROPN
epaa-3696	974	86	university	university	PROPN
epaa-3696	974	87	gary	gary	PROPN
epaa-3696	974	88	anderson	anderson	PROPN
epaa-3696	974	89	new	new	PROPN
epaa-3696	974	90	york	york	PROPN
epaa-3696	974	91	university	university	PROPN
epaa-3696	974	92	gene	gene	NOUN
epaa-3696	974	93	v	v	ADP
epaa-3696	974	94	glass	glass	NOUN
epaa-3696	974	95	arizona	arizona	PROPN
epaa-3696	974	96	state	state	PROPN
epaa-3696	974	97	university	university	PROPN
epaa-3696	974	98	gloria	gloria	PROPN
epaa-3696	974	99	m.	m.	PROPN
epaa-3696	974	100	rodriguez	rodriguez	PROPN
epaa-3696	974	101	university	university	PROPN
epaa-3696	974	102	of	of	ADP
epaa-3696	974	103	california	california	PROPN
epaa-3696	974	104	,	,	PUNCT
epaa-3696	974	105	davis	davis	PROPN
epaa-3696	974	106	michael	michael	PROPN
epaa-3696	974	107	w.	w.	PROPN
epaa-3696	974	108	apple	apple	PROPN
epaa-3696	974	109	university	university	PROPN
epaa-3696	974	110	of	of	ADP
epaa-3696	974	111	wisconsin	wisconsin	PROPN
epaa-3696	974	112	,	,	PUNCT
epaa-3696	974	113	madison	madison	PROPN
epaa-3696	974	114	ronald	ronald	PROPN
epaa-3696	974	115	glass	glass	PROPN
epaa-3696	974	116	university	university	PROPN
epaa-3696	974	117	of	of	ADP
epaa-3696	974	118	california	california	PROPN
epaa-3696	974	119	,	,	PUNCT
epaa-3696	974	120	santa	santa	PROPN
epaa-3696	974	121	cruz	cruz	PROPN
epaa-3696	974	122	r.	r.	PROPN
epaa-3696	974	123	anthony	anthony	PROPN
epaa-3696	974	124	rolle	rolle	PROPN
epaa-3696	974	125	university	university	PROPN
epaa-3696	974	126	of	of	ADP
epaa-3696	974	127	houston	houston	PROPN
epaa-3696	974	128	jeff	jeff	PROPN
epaa-3696	974	129	bale	bale	PROPN
epaa-3696	974	130	university	university	PROPN
epaa-3696	974	131	of	of	ADP
epaa-3696	974	132	toronto	toronto	PROPN
epaa-3696	974	133	,	,	PUNCT
epaa-3696	974	134	canada	canada	PROPN
epaa-3696	974	135	jacob	jacob	PROPN
epaa-3696	974	136	p.	p.	PROPN
epaa-3696	974	137	k.	k.	PROPN
epaa-3696	975	1	gross	gross	PROPN
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epaa-3696	975	3	of	of	ADP
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epaa-3696	975	5	a.	a.	PROPN
epaa-3696	975	6	g.	g.	PROPN
epaa-3696	975	7	rud	rud	PROPN
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epaa-3696	975	9	state	state	PROPN
epaa-3696	975	10	university	university	PROPN
epaa-3696	975	11	aaron	aaron	PROPN
epaa-3696	975	12	bevanot	bevanot	PROPN
epaa-3696	975	13	suny	suny	PROPN
epaa-3696	975	14	albany	albany	PROPN
epaa-3696	975	15	eric	eric	PROPN
epaa-3696	975	16	m.	m.	PROPN
epaa-3696	975	17	haas	haas	PROPN
epaa-3696	975	18	wested	weste	VERB
epaa-3696	975	19	patricia	patricia	PROPN
epaa-3696	975	20	sánchez	sánchez	PROPN
epaa-3696	975	21	university	university	PROPN
epaa-3696	975	22	of	of	ADP
epaa-3696	975	23	university	university	PROPN
epaa-3696	975	24	of	of	ADP
epaa-3696	975	25	texas	texas	PROPN
epaa-3696	975	26	,	,	PUNCT
epaa-3696	975	27	san	san	PROPN
epaa-3696	975	28	antonio	antonio	PROPN
epaa-3696	975	29	david	david	PROPN
epaa-3696	975	30	c.	c.	PROPN
epaa-3696	975	31	berliner	berliner	PROPN
epaa-3696	975	32	arizona	arizona	PROPN
epaa-3696	975	33	state	state	PROPN
epaa-3696	975	34	university	university	PROPN
epaa-3696	975	35	julian	julian	PROPN
epaa-3696	975	36	vasquez	vasquez	PROPN
epaa-3696	975	37	heilig	heilig	PROPN
epaa-3696	975	38	california	california	PROPN
epaa-3696	975	39	state	state	PROPN
epaa-3696	975	40	university	university	PROPN
epaa-3696	975	41	,	,	PUNCT
epaa-3696	975	42	sacramento	sacramento	PROPN
epaa-3696	975	43	janelle	janelle	PROPN
epaa-3696	975	44	scott	scott	PROPN
epaa-3696	975	45	university	university	PROPN
epaa-3696	975	46	of	of	ADP
epaa-3696	975	47	california	california	PROPN
epaa-3696	975	48	,	,	PUNCT
epaa-3696	975	49	berkeley	berkeley	PROPN
epaa-3696	975	50	henry	henry	PROPN
epaa-3696	975	51	braun	braun	PROPN
epaa-3696	975	52	boston	boston	PROPN
epaa-3696	975	53	college	college	PROPN
epaa-3696	975	54	kimberly	kimberly	PROPN
epaa-3696	975	55	kappler	kappler	PROPN
epaa-3696	975	56	hewitt	hewitt	PROPN
epaa-3696	975	57	university	university	PROPN
epaa-3696	975	58	of	of	ADP
epaa-3696	975	59	north	north	PROPN
epaa-3696	975	60	carolina	carolina	PROPN
epaa-3696	975	61	greensboro	greensboro	PROPN
epaa-3696	975	62	jack	jack	PROPN
epaa-3696	975	63	schneider	schneider	PROPN
epaa-3696	975	64	university	university	PROPN
epaa-3696	975	65	of	of	ADP
epaa-3696	975	66	massachusetts	massachusetts	PROPN
epaa-3696	975	67	lowell	lowell	PROPN
epaa-3696	975	68	casey	casey	PROPN
epaa-3696	975	69	cobb	cobb	PROPN
epaa-3696	975	70	university	university	PROPN
epaa-3696	975	71	of	of	ADP
epaa-3696	975	72	connecticut	connecticut	PROPN
epaa-3696	975	73	aimee	aimee	PROPN
epaa-3696	975	74	howley	howley	PROPN
epaa-3696	975	75	ohio	ohio	PROPN
epaa-3696	975	76	university	university	PROPN
epaa-3696	975	77	noah	noah	PROPN
epaa-3696	975	78	sobe	sobe	PROPN
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epaa-3696	975	80	university	university	PROPN
epaa-3696	975	81	arnold	arnold	PROPN
epaa-3696	975	82	danzig	danzig	PROPN
epaa-3696	975	83	san	san	PROPN
epaa-3696	975	84	jose	jose	PROPN
epaa-3696	975	85	state	state	PROPN
epaa-3696	975	86	university	university	PROPN
epaa-3696	975	87	steve	steve	PROPN
epaa-3696	975	88	klees	klees	PROPN
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epaa-3696	975	90	of	of	ADP
epaa-3696	975	91	maryland	maryland	PROPN
epaa-3696	975	92	jaekyung	jaekyung	PROPN
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epaa-3696	975	94	suny	suny	PROPN
epaa-3696	975	95	buffalo	buffalo	PROPN
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epaa-3696	975	97	p.	p.	PROPN
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epaa-3696	975	99	university	university	PROPN
epaa-3696	975	100	of	of	ADP
epaa-3696	975	101	maryland	maryland	PROPN
epaa-3696	975	102	linda	linda	PROPN
epaa-3696	975	103	darling	darling	PROPN
epaa-3696	975	104	-	-	PUNCT
epaa-3696	975	105	hammond	hammond	PROPN
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epaa-3696	975	107	university	university	PROPN
epaa-3696	975	108	jessica	jessica	PROPN
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epaa-3696	975	112	university	university	PROPN
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epaa-3696	975	114	superfine	superfine	PROPN
epaa-3696	975	115	university	university	PROPN
epaa-3696	975	116	of	of	ADP
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epaa-3696	975	118	,	,	PUNCT
epaa-3696	975	119	chicago	chicago	PROPN
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epaa-3696	975	121	h.	h.	PROPN
epaa-3696	975	122	debray	debray	PROPN
epaa-3696	975	123	university	university	PROPN
epaa-3696	975	124	of	of	ADP
epaa-3696	975	125	georgia	georgia	PROPN
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epaa-3696	975	127	e.	e.	PROPN
epaa-3696	975	128	lewis	lewis	PROPN
epaa-3696	975	129	university	university	PROPN
epaa-3696	975	130	of	of	ADP
epaa-3696	975	131	illinois	illinois	PROPN
epaa-3696	975	132	,	,	PUNCT
epaa-3696	975	133	chicago	chicago	PROPN
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epaa-3696	975	136	virginia	virginia	PROPN
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epaa-3696	975	138	university	university	PROPN
epaa-3696	975	139	david	david	PROPN
epaa-3696	975	140	e.	e.	PROPN
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epaa-3696	975	143	of	of	ADP
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epaa-3696	975	146	austin	austin	PROPN
epaa-3696	975	147	chad	chad	PROPN
epaa-3696	975	148	r.	r.	PROPN
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epaa-3696	975	152	a.	a.	PROPN
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epaa-3696	975	157	university	university	PROPN
epaa-3696	975	158	chad	chad	PROPN
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epaa-3696	975	170	university	university	PROPN
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epaa-3696	975	174	of	of	ADP
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epaa-3696	975	183	,	,	PUNCT
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epaa-3696	975	188	university	university	PROPN
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epaa-3696	975	190	r.	r.	PROPN
epaa-3696	975	191	waitoller	waitoller	PROPN
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epaa-3696	975	193	of	of	ADP
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epaa-3696	975	196	chicago	chicago	PROPN
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epaa-3696	975	204	j.	j.	PROPN
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epaa-3696	975	206	university	university	PROPN
epaa-3696	975	207	of	of	ADP
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epaa-3696	975	210	boulder	boulder	PROPN
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epaa-3696	975	212	warhol	warhol	PROPN
epaa-3696	975	213	university	university	PROPN
epaa-3696	975	214	of	of	ADP
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epaa-3696	975	218	arizona	arizona	PROPN
epaa-3696	975	219	state	state	PROPN
epaa-3696	975	220	university	university	PROPN
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epaa-3696	975	228	boulder	boulder	PROPN
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epaa-3696	975	235	colorado	colorado	PROPN
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epaa-3696	975	238	j.	j.	PROPN
epaa-3696	975	239	dumas	dumas	PROPN
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epaa-3696	975	241	of	of	ADP
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epaa-3696	975	249	,	,	PUNCT
epaa-3696	975	250	australia	australia	PROPN
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epaa-3696	975	257	boulder	boulder	PROPN
epaa-3696	975	258	kathy	kathy	PROPN
epaa-3696	975	259	escamilla	escamilla	PROPN
epaa-3696	975	260	university	university	PROPN
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epaa-3696	975	264	boulder	boulder	PROPN
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epaa-3696	975	266	nichols	nichols	PROPN
epaa-3696	975	267	university	university	PROPN
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epaa-3696	975	271	san	san	PROPN
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epaa-3696	975	275	wiley	wiley	PROPN
epaa-3696	975	276	center	center	PROPN
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epaa-3696	975	280	yariv	yariv	PROPN
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epaa-3696	975	282	ben	ben	PROPN
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epaa-3696	975	284	gurion	gurion	PROPN
epaa-3696	975	285	university	university	PROPN
epaa-3696	975	286	of	of	ADP
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epaa-3696	975	288	negev	negev	PROPN
epaa-3696	975	289	eric	eric	PROPN
epaa-3696	975	290	parsons	parsons	PROPN
epaa-3696	975	291	university	university	PROPN
epaa-3696	975	292	of	of	ADP
epaa-3696	975	293	missouri	missouri	PROPN
epaa-3696	975	294	-	-	PROPN
epaa-3696	975	295	columbia	columbia	PROPN
epaa-3696	975	296	john	john	PROPN
epaa-3696	975	297	willinsky	willinsky	PROPN
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epaa-3696	975	299	university	university	PROPN
epaa-3696	975	300	melissa	melissa	PROPN
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epaa-3696	975	302	freeman	freeman	PROPN
epaa-3696	975	303	adams	adams	PROPN
epaa-3696	975	304	state	state	PROPN
epaa-3696	975	305	college	college	PROPN
epaa-3696	975	306	amanda	amanda	PROPN
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epaa-3696	975	308	potterton	potterton	PROPN
epaa-3696	975	309	university	university	PROPN
epaa-3696	975	310	of	of	ADP
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epaa-3696	975	312	jennifer	jennifer	PROPN
epaa-3696	975	313	r.	r.	PROPN
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epaa-3696	975	315	university	university	PROPN
epaa-3696	975	316	of	of	ADP
epaa-3696	975	317	south	south	PROPN
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epaa-3696	976	1	rachael	rachael	PROPN
epaa-3696	976	2	gabriel	gabriel	PROPN
epaa-3696	976	3	university	university	PROPN
epaa-3696	976	4	of	of	ADP
epaa-3696	976	5	connecticut	connecticut	PROPN
epaa-3696	976	6	kyo	kyo	PROPN
epaa-3696	976	7	yamashiro	yamashiro	PROPN
epaa-3696	976	8	claremont	claremont	PROPN
epaa-3696	976	9	graduate	graduate	PROPN
epaa-3696	976	10	university	university	PROPN
epaa-3696	976	11	an	an	DET
epaa-3696	976	12	analysis	analysis	NOUN
epaa-3696	976	13	of	of	ADP
epaa-3696	976	14	teacher	teacher	NOUN
epaa-3696	976	15	supply	supply	NOUN
epaa-3696	976	16	and	and	CCONJ
epaa-3696	976	17	demand	demand	NOUN
epaa-3696	976	18	in	in	ADP
epaa-3696	976	19	the	the	DET
epaa-3696	976	20	united	united	PROPN
epaa-3696	976	21	states	states	PROPN
epaa-3696	976	22	39	39	NUM
epaa-3696	976	23	archivos	archivos	PROPN
epaa-3696	976	24	analíticos	analíticos	ADJ
epaa-3696	976	25	de	de	X
epaa-3696	976	26	políticas	políticas	PROPN
epaa-3696	976	27	educativas	educativas	PROPN
epaa-3696	976	28	consejo	consejo	PROPN
epaa-3696	976	29	editorial	editorial	PROPN
epaa-3696	976	30	editor	editor	NOUN
epaa-3696	976	31	consultor	consultor	PROPN
epaa-3696	976	32	:	:	PUNCT
epaa-3696	976	33	gustavo	gustavo	PROPN
epaa-3696	976	34	e.	e.	PROPN
epaa-3696	976	35	fischman	fischman	PROPN
epaa-3696	976	36	(	(	PUNCT
epaa-3696	976	37	arizona	arizona	PROPN
epaa-3696	976	38	state	state	PROPN
epaa-3696	976	39	university	university	PROPN
epaa-3696	976	40	)	)	PUNCT
epaa-3696	976	41	editores	editores	PROPN
epaa-3696	976	42	asociados	asociados	PROPN
epaa-3696	976	43	:	:	PUNCT
epaa-3696	976	44	armando	armando	PROPN
epaa-3696	976	45	alcántara	alcántara	PROPN
epaa-3696	976	46	santuario	santuario	PROPN
epaa-3696	976	47	(	(	PUNCT
epaa-3696	976	48	universidad	universidad	PROPN
epaa-3696	976	49	nacional	nacional	PROPN
epaa-3696	976	50	autónoma	autónoma	PROPN
epaa-3696	976	51	de	de	X
epaa-3696	976	52	méxico	méxico	PROPN
epaa-3696	976	53	)	)	PUNCT
epaa-3696	976	54	,	,	PUNCT
epaa-3696	976	55	angelica	angelica	PROPN
epaa-3696	976	56	buendia	buendia	PROPN
epaa-3696	976	57	,	,	PUNCT
epaa-3696	976	58	(	(	PUNCT
epaa-3696	976	59	metropolitan	metropolitan	PROPN
epaa-3696	976	60	autonomous	autonomous	ADJ
epaa-3696	976	61	university	university	PROPN
epaa-3696	976	62	)	)	PUNCT
epaa-3696	976	63	,	,	PUNCT
epaa-3696	976	64	alejandra	alejandra	PROPN
epaa-3696	976	65	falabella	falabella	PROPN
epaa-3696	976	66	(	(	PUNCT
epaa-3696	976	67	universidad	universidad	PROPN
epaa-3696	976	68	alberto	alberto	PROPN
epaa-3696	976	69	hurtado	hurtado	PROPN
epaa-3696	976	70	,	,	PUNCT
epaa-3696	976	71	chile	chile	PROPN
epaa-3696	976	72	)	)	PUNCT
epaa-3696	976	73	,	,	PUNCT
epaa-3696	976	74	antonio	antonio	PROPN
epaa-3696	976	75	luzon	luzon	PROPN
epaa-3696	976	76	,	,	PUNCT
epaa-3696	976	77	(	(	PUNCT
epaa-3696	976	78	universidad	universidad	PROPN
epaa-3696	976	79	de	de	X
epaa-3696	976	80	granada	granada	PROPN
epaa-3696	976	81	)	)	PUNCT
epaa-3696	976	82	,	,	PUNCT
epaa-3696	976	83	josé	josé	PROPN
epaa-3696	976	84	luis	luis	PROPN
epaa-3696	976	85	ramírez	ramírez	PROPN
epaa-3696	976	86	,	,	PUNCT
epaa-3696	976	87	(	(	PUNCT
epaa-3696	976	88	universidad	universidad	PROPN
epaa-3696	976	89	de	de	X
epaa-3696	976	90	sonora	sonora	PROPN
epaa-3696	976	91	)	)	PUNCT
epaa-3696	976	92	,	,	PUNCT
epaa-3696	976	93	paula	paula	PROPN
epaa-3696	976	94	razquin	razquin	PROPN
epaa-3696	976	95	(	(	PUNCT
epaa-3696	976	96	universidad	universidad	PROPN
epaa-3696	976	97	de	de	X
epaa-3696	976	98	san	san	PROPN
epaa-3696	976	99	andrés	andrés	PROPN
epaa-3696	976	100	)	)	PUNCT
epaa-3696	976	101	,	,	PUNCT
epaa-3696	976	102	maria	maria	PROPN
epaa-3696	976	103	alejandra	alejandra	PROPN
epaa-3696	976	104	tejada	tejada	PROPN
epaa-3696	976	105	-	-	PUNCT
epaa-3696	976	106	gómez	gómez	PROPN
epaa-3696	976	107	(	(	PUNCT
epaa-3696	976	108	pontificia	pontificia	PROPN
epaa-3696	976	109	universidad	universidad	PROPN
epaa-3696	976	110	javeriana	javeriana	PROPN
epaa-3696	976	111	,	,	PUNCT
epaa-3696	976	112	colombia	colombia	PROPN
epaa-3696	976	113	)	)	PUNCT
epaa-3696	976	114	claudio	claudio	PROPN
epaa-3696	976	115	almonacid	almonacid	NOUN
epaa-3696	976	116	universidad	universidad	PROPN
epaa-3696	976	117	metropolitana	metropolitana	PROPN
epaa-3696	976	118	de	de	PROPN
epaa-3696	976	119	ciencias	ciencias	PROPN
epaa-3696	976	120	de	de	PROPN
epaa-3696	976	121	la	la	PROPN
epaa-3696	976	122	educación	educación	PROPN
epaa-3696	976	123	,	,	PUNCT
epaa-3696	976	124	chile	chile	PROPN
epaa-3696	976	125	ana	ana	PROPN
epaa-3696	976	126	maría	maría	PROPN
epaa-3696	976	127	garcía	garcía	PROPN
epaa-3696	976	128	de	de	X
epaa-3696	976	129	fanelli	fanelli	X
epaa-3696	976	130	centro	centro	X
epaa-3696	976	131	de	de	X
epaa-3696	976	132	estudios	estudios	X
epaa-3696	976	133	de	de	X
epaa-3696	976	134	estado	estado	PROPN
epaa-3696	976	135	y	y	PROPN
epaa-3696	976	136	sociedad	sociedad	PROPN
epaa-3696	976	137	(	(	PUNCT
epaa-3696	976	138	cedes	cede	VERB
epaa-3696	976	139	)	)	PUNCT
epaa-3696	976	140	conicet	conicet	PROPN
epaa-3696	976	141	,	,	PUNCT
epaa-3696	976	142	argentina	argentina	PROPN
epaa-3696	976	143	miriam	miriam	PROPN
epaa-3696	976	144	rodríguez	rodríguez	PROPN
epaa-3696	976	145	vargas	vargas	PROPN
epaa-3696	976	146	universidad	universidad	PROPN
epaa-3696	976	147	autónoma	autónoma	PROPN
epaa-3696	976	148	de	de	PROPN
epaa-3696	976	149	tamaulipas	tamaulipas	PROPN
epaa-3696	976	150	,	,	PUNCT
epaa-3696	976	151	méxico	méxico	PROPN
epaa-3696	976	152	miguel	miguel	PROPN
epaa-3696	976	153	ángel	ángel	PROPN
epaa-3696	976	154	arias	arias	PROPN
epaa-3696	976	155	ortega	ortega	PROPN
epaa-3696	976	156	universidad	universidad	PROPN
epaa-3696	976	157	autónoma	autónoma	PROPN
epaa-3696	976	158	de	de	PROPN
epaa-3696	976	159	la	la	PROPN
epaa-3696	976	160	ciudad	ciudad	PROPN
epaa-3696	976	161	de	de	PROPN
epaa-3696	976	162	méxico	méxico	PROPN
epaa-3696	976	163	juan	juan	PROPN
epaa-3696	976	164	carlos	carlos	PROPN
epaa-3696	976	165	gonzález	gonzález	PROPN
epaa-3696	976	166	faraco	faraco	PROPN
epaa-3696	976	167	universidad	universidad	PROPN
epaa-3696	976	168	de	de	PROPN
epaa-3696	976	169	huelva	huelva	PROPN
epaa-3696	976	170	,	,	PUNCT
epaa-3696	976	171	españa	españa	PROPN
epaa-3696	976	172	josé	josé	PROPN
epaa-3696	976	173	gregorio	gregorio	PROPN
epaa-3696	976	174	rodríguez	rodríguez	PROPN
epaa-3696	976	175	universidad	universidad	PROPN
epaa-3696	976	176	nacional	nacional	PROPN
epaa-3696	976	177	de	de	X
epaa-3696	976	178	colombia	colombia	PROPN
epaa-3696	976	179	,	,	PUNCT
epaa-3696	976	180	colombia	colombia	PROPN
epaa-3696	976	181	xavier	xavier	PROPN
epaa-3696	976	182	besalú	besalú	PROPN
epaa-3696	976	183	costa	costa	PROPN
epaa-3696	976	184	universitat	universitat	PROPN
epaa-3696	976	185	de	de	PROPN
epaa-3696	976	186	girona	girona	PROPN
epaa-3696	976	187	,	,	PUNCT
epaa-3696	976	188	españa	españa	PROPN
epaa-3696	976	189	maría	maría	PROPN
epaa-3696	976	190	clemente	clemente	PROPN
epaa-3696	976	191	linuesa	linuesa	PROPN
epaa-3696	976	192	universidad	universidad	PROPN
epaa-3696	976	193	de	de	PROPN
epaa-3696	976	194	salamanca	salamanca	PROPN
epaa-3696	976	195	,	,	PUNCT
epaa-3696	976	196	españa	españa	PROPN
epaa-3696	976	197	mario	mario	PROPN
epaa-3696	976	198	rueda	rueda	PROPN
epaa-3696	976	199	beltrán	beltrán	VERB
epaa-3696	976	200	instituto	instituto	PROPN
epaa-3696	976	201	de	de	PROPN
epaa-3696	976	202	investigaciones	investigaciones	PROPN
epaa-3696	976	203	sobre	sobre	PROPN
epaa-3696	976	204	la	la	PROPN
epaa-3696	976	205	universidad	universidad	PROPN
epaa-3696	976	206	y	y	PROPN
epaa-3696	976	207	la	la	PROPN
epaa-3696	976	208	educación	educación	PROPN
epaa-3696	976	209	,	,	PUNCT
epaa-3696	976	210	unam	unam	PROPN
epaa-3696	976	211	,	,	PUNCT
epaa-3696	976	212	méxico	méxico	PROPN
epaa-3696	976	213	xavier	xavier	PROPN
epaa-3696	977	1	bonal	bonal	PROPN
epaa-3696	977	2	sarro	sarro	PROPN
epaa-3696	977	3	universidad	universidad	PROPN
epaa-3696	977	4	autónoma	autónoma	PROPN
epaa-3696	977	5	de	de	PROPN
epaa-3696	977	6	barcelona	barcelona	PROPN
epaa-3696	977	7	,	,	PUNCT
epaa-3696	977	8	españa	españa	PROPN
epaa-3696	977	9	jaume	jaume	PROPN
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epaa-3696	977	11	bonafé	bonafé	PROPN
epaa-3696	977	12	universitat	universitat	PROPN
epaa-3696	977	13	de	de	X
epaa-3696	977	14	valència	valència	PROPN
epaa-3696	977	15	,	,	PUNCT
epaa-3696	977	16	españa	españa	PROPN
epaa-3696	977	17	josé	josé	PROPN
epaa-3696	977	18	luis	luis	PROPN
epaa-3696	977	19	san	san	PROPN
epaa-3696	977	20	fabián	fabián	PROPN
epaa-3696	977	21	maroto	maroto	PROPN
epaa-3696	977	22	universidad	universidad	PROPN
epaa-3696	977	23	de	de	PROPN
epaa-3696	977	24	oviedo	oviedo	PROPN
epaa-3696	977	25	,	,	PUNCT
epaa-3696	977	26	españa	españa	PROPN
epaa-3696	977	27	antonio	antonio	PROPN
epaa-3696	977	28	bolívar	bolívar	PROPN
epaa-3696	977	29	boitia	boitia	PROPN
epaa-3696	977	30	universidad	universidad	PROPN
epaa-3696	977	31	de	de	X
epaa-3696	977	32	granada	granada	PROPN
epaa-3696	977	33	,	,	PUNCT
epaa-3696	978	1	españa	españa	PROPN
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epaa-3696	978	3	márquez	márquez	PROPN
epaa-3696	978	4	jiménez	jiménez	PROPN
epaa-3696	978	5	instituto	instituto	PROPN
epaa-3696	978	6	de	de	PROPN
epaa-3696	978	7	investigaciones	investigaciones	PROPN
epaa-3696	978	8	sobre	sobre	PROPN
epaa-3696	978	9	la	la	PROPN
epaa-3696	978	10	universidad	universidad	PROPN
epaa-3696	978	11	y	y	PROPN
epaa-3696	978	12	la	la	PROPN
epaa-3696	978	13	educación	educación	PROPN
epaa-3696	978	14	,	,	PUNCT
epaa-3696	978	15	unam	unam	PROPN
epaa-3696	978	16	,	,	PUNCT
epaa-3696	978	17	méxico	méxico	PROPN
epaa-3696	978	18	jurjo	jurjo	PROPN
epaa-3696	978	19	torres	torre	VERB
epaa-3696	978	20	santomé	santomé	NOUN
epaa-3696	978	21	,	,	PUNCT
epaa-3696	978	22	universidad	universidad	PROPN
epaa-3696	978	23	de	de	X
epaa-3696	978	24	la	la	PROPN
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epaa-3696	978	26	,	,	PUNCT
epaa-3696	978	27	españa	españa	PROPN
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epaa-3696	978	30	brunner	brunner	PROPN
epaa-3696	978	31	universidad	universidad	PROPN
epaa-3696	978	32	diego	diego	PROPN
epaa-3696	978	33	portales	portales	PROPN
epaa-3696	978	34	,	,	PUNCT
epaa-3696	978	35	chile	chile	PROPN
epaa-3696	978	36	maría	maría	PROPN
epaa-3696	978	37	guadalupe	guadalupe	PROPN
epaa-3696	978	38	olivier	olivier	PROPN
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epaa-3696	978	40	,	,	PUNCT
epaa-3696	978	41	universidad	universidad	PROPN
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epaa-3696	978	44	,	,	PUNCT
epaa-3696	978	45	méxico	méxico	PROPN
epaa-3696	978	46	yengny	yengny	PROPN
epaa-3696	978	47	marisol	marisol	PROPN
epaa-3696	978	48	silva	silva	PROPN
epaa-3696	978	49	laya	laya	PROPN
epaa-3696	978	50	universidad	universidad	PROPN
epaa-3696	978	51	iberoamericana	iberoamericana	PROPN
epaa-3696	978	52	,	,	PUNCT
epaa-3696	978	53	méxico	méxico	PROPN
epaa-3696	978	54	damián	damián	PROPN
epaa-3696	978	55	canales	canales	PROPN
epaa-3696	978	56	sánchez	sánchez	PROPN
epaa-3696	978	57	instituto	instituto	PROPN
epaa-3696	978	58	nacional	nacional	PROPN
epaa-3696	978	59	para	para	PROPN
epaa-3696	978	60	la	la	PROPN
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epaa-3696	978	62	de	de	PROPN
epaa-3696	978	63	la	la	PROPN
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epaa-3696	978	65	,	,	PUNCT
epaa-3696	978	66	méxico	méxico	PROPN
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epaa-3696	978	68	pereyra	pereyra	PROPN
epaa-3696	978	69	universidad	universidad	PROPN
epaa-3696	978	70	de	de	X
epaa-3696	978	71	granada	granada	PROPN
epaa-3696	978	72	,	,	PUNCT
epaa-3696	978	73	españa	españa	PROPN
epaa-3696	978	74	ernesto	ernesto	PROPN
epaa-3696	978	75	treviño	treviño	PROPN
epaa-3696	978	76	ronzón	ronzón	VERB
epaa-3696	978	77	universidad	universidad	PROPN
epaa-3696	978	78	veracruzana	veracruzana	PROPN
epaa-3696	978	79	,	,	PUNCT
epaa-3696	978	80	méxico	méxico	PROPN
epaa-3696	978	81	gabriela	gabriela	PROPN
epaa-3696	978	82	de	de	PROPN
epaa-3696	978	83	la	la	PROPN
epaa-3696	978	84	cruz	cruz	PROPN
epaa-3696	978	85	flores	flores	PROPN
epaa-3696	978	86	universidad	universidad	PROPN
epaa-3696	978	87	nacional	nacional	PROPN
epaa-3696	978	88	autónoma	autónoma	PROPN
epaa-3696	978	89	de	de	PROPN
epaa-3696	978	90	méxico	méxico	PROPN
epaa-3696	978	91	mónica	mónica	PROPN
epaa-3696	978	92	pini	pini	PROPN
epaa-3696	978	93	universidad	universidad	PROPN
epaa-3696	978	94	nacional	nacional	PROPN
epaa-3696	978	95	de	de	PROPN
epaa-3696	978	96	san	san	PROPN
epaa-3696	978	97	martín	martín	PROPN
epaa-3696	978	98	,	,	PUNCT
epaa-3696	978	99	argentina	argentina	PROPN
epaa-3696	978	100	ernesto	ernesto	PROPN
epaa-3696	978	101	treviño	treviño	PROPN
epaa-3696	978	102	villarreal	villarreal	PROPN
epaa-3696	978	103	universidad	universidad	PROPN
epaa-3696	978	104	diego	diego	PROPN
epaa-3696	978	105	portales	portales	PROPN
epaa-3696	978	106	santiago	santiago	PROPN
epaa-3696	978	107	,	,	PUNCT
epaa-3696	978	108	chile	chile	PROPN
epaa-3696	978	109	marco	marco	PROPN
epaa-3696	978	110	antonio	antonio	PROPN
epaa-3696	978	111	delgado	delgado	PROPN
epaa-3696	978	112	fuentes	fuente	VERB
epaa-3696	978	113	universidad	universidad	PROPN
epaa-3696	978	114	iberoamericana	iberoamericana	PROPN
epaa-3696	978	115	,	,	PUNCT
epaa-3696	978	116	méxico	méxico	PROPN
epaa-3696	978	117	omar	omar	PROPN
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epaa-3696	978	119	pulido	pulido	PROPN
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epaa-3696	978	121	instituto	instituto	PROPN
epaa-3696	978	122	para	para	PROPN
epaa-3696	978	123	la	la	PROPN
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epaa-3696	978	125	educativa	educativa	PROPN
epaa-3696	978	126	y	y	PROPN
epaa-3696	978	127	el	el	PROPN
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epaa-3696	978	130	(	(	PUNCT
epaa-3696	978	131	idep	idep	PROPN
epaa-3696	978	132	)	)	PUNCT
epaa-3696	978	133	antoni	antoni	PROPN
epaa-3696	978	134	verger	verger	PROPN
epaa-3696	978	135	planells	planell	VERB
epaa-3696	978	136	universidad	universidad	PROPN
epaa-3696	978	137	autónoma	autónoma	PROPN
epaa-3696	978	138	de	de	PROPN
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epaa-3696	978	140	,	,	PUNCT
epaa-3696	978	141	españa	españa	PROPN
epaa-3696	978	142	inés	inés	PROPN
epaa-3696	978	143	dussel	dussel	NOUN
epaa-3696	978	144	,	,	PUNCT
epaa-3696	978	145	die	die	NOUN
epaa-3696	978	146	-	-	PUNCT
epaa-3696	978	147	cinvestav	cinvestav	NOUN
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epaa-3696	978	212	/	/	SYM
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epaa-3696	978	236	'	'	PUNCT
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epaa-3696	978	267	/	/	SYM
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epaa-3696	978	269	'	'	PUNCT
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epaa-3696	978	278	/	/	SYM
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epaa-3696	978	300	/	/	SYM
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epaa-3696	978	304	javascript	javascript	NOUN
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epaa-3696	978	311	/	/	SYM
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epaa-3696	978	315	javascript	javascript	NOUN
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epaa-3696	978	324	'	'	PART
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epaa-3696	978	326	javascript	javascript	NOUN
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epaa-3696	978	335	'	'	PART
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epaa-3696	978	344	/	/	SYM
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epaa-3696	978	348	javascript	javascript	NOUN
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epaa-3696	978	359	javascript	javascript	NOUN
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epaa-3696	978	365	about	about	ADP
epaa-3696	978	366	/	/	SYM
epaa-3696	978	367	editorialteambio/804	editorialteambio/804	NOUN
epaa-3696	978	368	'	'	PUNCT
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