id	sid	tid	token	lemma	pos
epaa-251	1	1	epaa	epaa	PROPN
epaa-251	1	2	vol	vol	NOUN
epaa-251	1	3	.	.	PUNCT
epaa-251	1	4	11	11	NUM
epaa-251	1	5	no	no	NOUN
epaa-251	1	6	.	.	PUNCT
epaa-251	2	1	23	23	NUM
epaa-251	2	2	murphy	murphy	PROPN
epaa-251	2	3	,	,	PUNCT
epaa-251	2	4	et	et	PROPN
epaa-251	2	5	al	al	PROPN
epaa-251	2	6	.	.	PROPN
epaa-251	2	7	:	:	PUNCT
epaa-251	3	1	a	a	DET
epaa-251	3	2	national	national	ADJ
epaa-251	3	3	crisis	crisis	NOUN
epaa-251	3	4	or	or	CCONJ
epaa-251	3	5	loca	loca	NOUN
epaa-251	3	6	...	...	PUNCT
epaa-251	3	7	1	1	NUM
epaa-251	3	8	of	of	ADP
epaa-251	3	9	18	18	NUM
epaa-251	3	10	a	a	DET
epaa-251	3	11	peer	peer	NOUN
epaa-251	3	12	-	-	PUNCT
epaa-251	3	13	reviewed	review	VERB
epaa-251	3	14	scholarly	scholarly	ADJ
epaa-251	3	15	journal	journal	NOUN
epaa-251	3	16	editor	editor	NOUN
epaa-251	3	17	:	:	PUNCT
epaa-251	3	18	gene	gene	NOUN
epaa-251	3	19	v	v	ADP
epaa-251	3	20	glass	glass	NOUN
epaa-251	3	21	college	college	NOUN
epaa-251	3	22	of	of	ADP
epaa-251	3	23	education	education	PROPN
epaa-251	3	24	arizona	arizona	PROPN
epaa-251	3	25	state	state	PROPN
epaa-251	3	26	university	university	PROPN
epaa-251	3	27	copyright	copyright	NOUN
epaa-251	3	28	is	be	AUX
epaa-251	3	29	retained	retain	VERB
epaa-251	3	30	by	by	ADP
epaa-251	3	31	the	the	DET
epaa-251	3	32	first	first	ADJ
epaa-251	3	33	or	or	CCONJ
epaa-251	3	34	sole	sole	ADJ
epaa-251	3	35	author	author	NOUN
epaa-251	3	36	,	,	PUNCT
epaa-251	3	37	who	who	PRON
epaa-251	3	38	grants	grant	VERB
epaa-251	3	39	right	right	ADV
epaa-251	3	40	of	of	ADP
epaa-251	3	41	first	first	ADJ
epaa-251	3	42	publication	publication	NOUN
epaa-251	3	43	to	to	ADP
epaa-251	3	44	the	the	DET
epaa-251	3	45	education	education	NOUN
epaa-251	3	46	policy	policy	NOUN
epaa-251	3	47	analysis	analysis	NOUN
epaa-251	3	48	archives	archive	NOUN
epaa-251	3	49	.	.	PUNCT
epaa-251	4	1	epaa	epaa	PROPN
epaa-251	4	2	is	be	AUX
epaa-251	4	3	a	a	DET
epaa-251	4	4	project	project	NOUN
epaa-251	4	5	of	of	ADP
epaa-251	4	6	the	the	DET
epaa-251	4	7	education	education	NOUN
epaa-251	4	8	policy	policy	NOUN
epaa-251	4	9	studies	study	NOUN
epaa-251	4	10	laboratory	laboratory	NOUN
epaa-251	4	11	.	.	PUNCT
epaa-251	5	1	articles	article	NOUN
epaa-251	5	2	appearing	appear	VERB
epaa-251	5	3	in	in	ADP
epaa-251	5	4	epaa	epaa	NOUN
epaa-251	5	5	are	be	AUX
epaa-251	5	6	abstracted	abstract	VERB
epaa-251	5	7	in	in	ADP
epaa-251	5	8	the	the	DET
epaa-251	5	9	current	current	ADJ
epaa-251	5	10	index	index	NOUN
epaa-251	5	11	to	to	ADP
epaa-251	5	12	journals	journal	NOUN
epaa-251	5	13	in	in	ADP
epaa-251	5	14	education	education	NOUN
epaa-251	5	15	by	by	ADP
epaa-251	5	16	the	the	DET
epaa-251	5	17	eric	eric	PROPN
epaa-251	5	18	clearinghouse	clearinghouse	PROPN
epaa-251	5	19	on	on	ADP
epaa-251	5	20	assessment	assessment	NOUN
epaa-251	5	21	and	and	CCONJ
epaa-251	5	22	evaluation	evaluation	NOUN
epaa-251	5	23	and	and	CCONJ
epaa-251	5	24	are	be	AUX
epaa-251	5	25	permanently	permanently	ADV
epaa-251	5	26	archived	archive	VERB
epaa-251	5	27	in	in	ADP
epaa-251	5	28	resources	resource	NOUN
epaa-251	5	29	in	in	ADP
epaa-251	5	30	education	education	NOUN
epaa-251	5	31	.	.	PUNCT
epaa-251	6	1	volume	volume	NOUN
epaa-251	6	2	11	11	NUM
epaa-251	6	3	number	number	NOUN
epaa-251	6	4	23	23	NUM
epaa-251	6	5	july	july	PROPN
epaa-251	6	6	31	31	NUM
epaa-251	6	7	,	,	PUNCT
epaa-251	6	8	2003	2003	NUM
epaa-251	6	9	issn	issn	PROPN
epaa-251	6	10	1068	1068	NUM
epaa-251	6	11	-	-	SYM
epaa-251	6	12	2341	2341	NUM
epaa-251	6	13	a	a	DET
epaa-251	6	14	national	national	ADJ
epaa-251	6	15	crisis	crisis	NOUN
epaa-251	6	16	or	or	CCONJ
epaa-251	6	17	localized	localized	ADJ
epaa-251	6	18	problems	problem	NOUN
epaa-251	6	19	?	?	PUNCT
epaa-251	7	1	getting	get	VERB
epaa-251	7	2	perspective	perspective	NOUN
epaa-251	7	3	on	on	ADP
epaa-251	7	4	the	the	DET
epaa-251	7	5	scope	scope	NOUN
epaa-251	7	6	and	and	CCONJ
epaa-251	7	7	scale	scale	NOUN
epaa-251	7	8	of	of	ADP
epaa-251	7	9	the	the	DET
epaa-251	7	10	teacher	teacher	NOUN
epaa-251	7	11	shortage	shortage	PROPN
epaa-251	7	12	patrick	patrick	PROPN
epaa-251	7	13	murphy	murphy	PROPN
epaa-251	7	14	university	university	PROPN
epaa-251	7	15	of	of	ADP
epaa-251	7	16	san	san	PROPN
epaa-251	7	17	francisco	francisco	PROPN
epaa-251	7	18	michael	michael	PROPN
epaa-251	7	19	dearmond	dearmond	PROPN
epaa-251	7	20	kacey	kacey	PROPN
epaa-251	7	21	guin	guin	PROPN
epaa-251	7	22	university	university	PROPN
epaa-251	7	23	of	of	ADP
epaa-251	7	24	washington	washington	PROPN
epaa-251	7	25	citation	citation	PROPN
epaa-251	7	26	:	:	PUNCT
epaa-251	7	27	murphy	murphy	PROPN
epaa-251	7	28	,	,	PUNCT
epaa-251	7	29	p.	p.	PROPN
epaa-251	7	30	,	,	PUNCT
epaa-251	7	31	dearmond	dearmond	PROPN
epaa-251	7	32	,	,	PUNCT
epaa-251	7	33	m.	m.	NOUN
epaa-251	7	34	,	,	PUNCT
epaa-251	7	35	guin	guin	PROPN
epaa-251	7	36	,	,	PUNCT
epaa-251	7	37	k.	k.	PROPN
epaa-251	7	38	(	(	PUNCT
epaa-251	7	39	july	july	PROPN
epaa-251	7	40	31	31	NUM
epaa-251	7	41	,	,	PUNCT
epaa-251	7	42	2003	2003	NUM
epaa-251	7	43	)	)	PUNCT
epaa-251	7	44	.	.	PUNCT
epaa-251	8	1	a	a	DET
epaa-251	8	2	national	national	ADJ
epaa-251	8	3	crisis	crisis	NOUN
epaa-251	8	4	or	or	CCONJ
epaa-251	8	5	localized	localized	ADJ
epaa-251	8	6	problems	problem	NOUN
epaa-251	8	7	?	?	PUNCT
epaa-251	9	1	getting	get	VERB
epaa-251	9	2	perspective	perspective	NOUN
epaa-251	9	3	on	on	ADP
epaa-251	9	4	the	the	DET
epaa-251	9	5	scope	scope	NOUN
epaa-251	9	6	and	and	CCONJ
epaa-251	9	7	scale	scale	NOUN
epaa-251	9	8	of	of	ADP
epaa-251	9	9	the	the	DET
epaa-251	9	10	teacher	teacher	NOUN
epaa-251	9	11	shortage	shortage	NOUN
epaa-251	9	12	.	.	PUNCT
epaa-251	10	1	education	education	NOUN
epaa-251	10	2	policy	policy	NOUN
epaa-251	10	3	analysis	analysis	NOUN
epaa-251	10	4	archives	archive	NOUN
epaa-251	10	5	,	,	PUNCT
epaa-251	10	6	11(23	11(23	NOUN
epaa-251	10	7	)	)	PUNCT
epaa-251	10	8	.	.	PUNCT
epaa-251	11	1	retrieved	retrieve	VERB
epaa-251	11	2	[	[	PUNCT
epaa-251	11	3	date	date	NOUN
epaa-251	11	4	]	]	PUNCT
epaa-251	11	5	from	from	ADP
epaa-251	11	6	http://epaa.asu.edu/epaa/v11n23/.	http://epaa.asu.edu/epaa/v11n23/.	ADJ
epaa-251	11	7	abstract	abstract	NOUN
epaa-251	11	8	despite	despite	SCONJ
epaa-251	11	9	the	the	DET
epaa-251	11	10	considerable	considerable	ADJ
epaa-251	11	11	attention	attention	NOUN
epaa-251	11	12	the	the	DET
epaa-251	11	13	popular	popular	ADJ
epaa-251	11	14	press	press	NOUN
epaa-251	11	15	has	have	AUX
epaa-251	11	16	devoted	devote	VERB
epaa-251	11	17	to	to	ADP
epaa-251	11	18	the	the	DET
epaa-251	11	19	question	question	NOUN
epaa-251	11	20	of	of	ADP
epaa-251	11	21	teacher	teacher	NOUN
epaa-251	11	22	shortages	shortage	NOUN
epaa-251	11	23	,	,	PUNCT
epaa-251	11	24	there	there	PRON
epaa-251	11	25	have	have	AUX
epaa-251	11	26	been	be	AUX
epaa-251	11	27	surprisingly	surprisingly	ADV
epaa-251	11	28	few	few	ADJ
epaa-251	11	29	attempts	attempt	NOUN
epaa-251	11	30	to	to	PART
epaa-251	11	31	systematically	systematically	ADV
epaa-251	11	32	measure	measure	VERB
epaa-251	11	33	the	the	DET
epaa-251	11	34	size	size	NOUN
epaa-251	11	35	and	and	CCONJ
epaa-251	11	36	nature	nature	NOUN
epaa-251	11	37	of	of	ADP
epaa-251	11	38	the	the	DET
epaa-251	11	39	problem	problem	NOUN
epaa-251	11	40	.	.	PUNCT
epaa-251	12	1	this	this	DET
epaa-251	12	2	article	article	NOUN
epaa-251	12	3	attempts	attempt	VERB
epaa-251	12	4	to	to	PART
epaa-251	12	5	estimate	estimate	VERB
epaa-251	12	6	the	the	DET
epaa-251	12	7	size	size	NOUN
epaa-251	12	8	and	and	CCONJ
epaa-251	12	9	nature	nature	NOUN
epaa-251	12	10	of	of	ADP
epaa-251	12	11	the	the	DET
epaa-251	12	12	celebrated	celebrated	ADJ
epaa-251	12	13	teacher	teacher	NOUN
epaa-251	12	14	shortage	shortage	NOUN
epaa-251	12	15	of	of	ADP
epaa-251	12	16	the	the	DET
epaa-251	12	17	late	late	ADJ
epaa-251	12	18	1990s	1990	NOUN
epaa-251	12	19	by	by	ADP
epaa-251	12	20	using	use	VERB
epaa-251	12	21	data	datum	NOUN
epaa-251	12	22	from	from	ADP
epaa-251	12	23	the	the	DET
epaa-251	12	24	u.s	u.s	PROPN
epaa-251	12	25	.	.	PROPN
epaa-251	12	26	department	department	PROPN
epaa-251	12	27	of	of	ADP
epaa-251	12	28	education	education	PROPN
epaa-251	12	29	’s	’s	PART
epaa-251	12	30	1999	1999	NUM
epaa-251	12	31	-	-	SYM
epaa-251	12	32	00	00	NUM
epaa-251	12	33	school	school	NOUN
epaa-251	12	34	and	and	CCONJ
epaa-251	12	35	staffing	staffing	NOUN
epaa-251	12	36	survey	survey	NOUN
epaa-251	12	37	.	.	PUNCT
epaa-251	13	1	while	while	SCONJ
epaa-251	13	2	limitations	limitation	NOUN
epaa-251	13	3	of	of	ADP
epaa-251	13	4	the	the	DET
epaa-251	13	5	sass	sass	NOUN
epaa-251	13	6	data	datum	NOUN
epaa-251	13	7	do	do	AUX
epaa-251	13	8	not	not	PART
epaa-251	13	9	allow	allow	VERB
epaa-251	13	10	us	we	PRON
epaa-251	13	11	to	to	PART
epaa-251	13	12	directly	directly	ADV
epaa-251	13	13	estimate	estimate	VERB
epaa-251	13	14	the	the	DET
epaa-251	13	15	absolute	absolute	ADJ
epaa-251	13	16	size	size	NOUN
epaa-251	13	17	of	of	ADP
epaa-251	13	18	the	the	DET
epaa-251	13	19	shortage	shortage	NOUN
epaa-251	13	20	,	,	PUNCT
epaa-251	13	21	they	they	PRON
epaa-251	13	22	do	do	AUX
epaa-251	13	23	allow	allow	VERB
epaa-251	13	24	us	we	PRON
epaa-251	13	25	investigate	investigate	VERB
epaa-251	13	26	its	its	PRON
epaa-251	13	27	relative	relative	ADJ
epaa-251	13	28	impact	impact	NOUN
epaa-251	13	29	.	.	PUNCT
epaa-251	14	1	an	an	DET
epaa-251	14	2	examination	examination	NOUN
epaa-251	14	3	of	of	ADP
epaa-251	14	4	the	the	DET
epaa-251	14	5	data	data	NOUN
epaa-251	14	6	shows	show	VERB
epaa-251	14	7	that	that	SCONJ
epaa-251	14	8	the	the	DET
epaa-251	14	9	problem	problem	NOUN
epaa-251	14	10	was	be	AUX
epaa-251	14	11	distributed	distribute	VERB
epaa-251	14	12	unevenly	unevenly	ADV
epaa-251	14	13	:	:	PUNCT
epaa-251	14	14	urban	urban	ADJ
epaa-251	14	15	schools	school	NOUN
epaa-251	14	16	and	and	CCONJ
epaa-251	14	17	those	those	PRON
epaa-251	14	18	with	with	ADP
epaa-251	14	19	2	2	NUM
epaa-251	14	20	of	of	ADP
epaa-251	14	21	18	18	NUM
epaa-251	14	22	relatively	relatively	ADV
epaa-251	14	23	high	high	ADJ
epaa-251	14	24	populations	population	NOUN
epaa-251	14	25	of	of	ADP
epaa-251	14	26	minority	minority	NOUN
epaa-251	14	27	and	and	CCONJ
epaa-251	14	28	low	low	ADJ
epaa-251	14	29	-	-	PUNCT
epaa-251	14	30	income	income	NOUN
epaa-251	14	31	students	student	NOUN
epaa-251	14	32	bore	bear	VERB
epaa-251	14	33	the	the	DET
epaa-251	14	34	brunt	brunt	NOUN
epaa-251	14	35	of	of	ADP
epaa-251	14	36	the	the	DET
epaa-251	14	37	shortage	shortage	NOUN
epaa-251	14	38	;	;	PUNCT
epaa-251	14	39	southern	southern	ADJ
epaa-251	14	40	and	and	CCONJ
epaa-251	14	41	western	western	ADJ
epaa-251	14	42	states	state	NOUN
epaa-251	14	43	had	have	VERB
epaa-251	14	44	more	more	ADJ
epaa-251	14	45	problems	problem	NOUN
epaa-251	14	46	filling	fill	VERB
epaa-251	14	47	teaching	teaching	NOUN
epaa-251	14	48	slots	slot	NOUN
epaa-251	14	49	than	than	SCONJ
epaa-251	14	50	other	other	ADJ
epaa-251	14	51	regions	region	NOUN
epaa-251	14	52	did	do	VERB
epaa-251	14	53	.	.	PUNCT
epaa-251	15	1	these	these	DET
epaa-251	15	2	findings	finding	NOUN
epaa-251	15	3	suggest	suggest	VERB
epaa-251	15	4	that	that	SCONJ
epaa-251	15	5	state	state	NOUN
epaa-251	15	6	and	and	CCONJ
epaa-251	15	7	local	local	ADJ
epaa-251	15	8	officials	official	NOUN
epaa-251	15	9	should	should	AUX
epaa-251	15	10	keep	keep	VERB
epaa-251	15	11	distributional	distributional	ADJ
epaa-251	15	12	concerns	concern	NOUN
epaa-251	15	13	in	in	ADP
epaa-251	15	14	mind	mind	NOUN
epaa-251	15	15	when	when	SCONJ
epaa-251	15	16	they	they	PRON
epaa-251	15	17	design	design	VERB
epaa-251	15	18	policies	policy	NOUN
epaa-251	15	19	to	to	PART
epaa-251	15	20	improve	improve	VERB
epaa-251	15	21	teacher	teacher	NOUN
epaa-251	15	22	recruitment	recruitment	NOUN
epaa-251	15	23	and	and	CCONJ
epaa-251	15	24	retention	retention	NOUN
epaa-251	15	25	.	.	PUNCT
epaa-251	16	1	introduction	introduction	NOUN
epaa-251	16	2	beginning	begin	VERB
epaa-251	16	3	in	in	ADP
epaa-251	16	4	1999	1999	NUM
epaa-251	16	5	,	,	PUNCT
epaa-251	16	6	concerns	concern	NOUN
epaa-251	16	7	about	about	ADP
epaa-251	16	8	the	the	DET
epaa-251	16	9	supply	supply	NOUN
epaa-251	16	10	of	of	ADP
epaa-251	16	11	teachers	teacher	NOUN
epaa-251	16	12	for	for	ADP
epaa-251	16	13	the	the	DET
epaa-251	16	14	nation	nation	NOUN
epaa-251	16	15	’s	’s	PART
epaa-251	16	16	elementary	elementary	ADJ
epaa-251	16	17	and	and	CCONJ
epaa-251	16	18	secondary	secondary	ADJ
epaa-251	16	19	schools	school	NOUN
epaa-251	16	20	found	find	VERB
epaa-251	16	21	their	their	PRON
epaa-251	16	22	way	way	NOUN
epaa-251	16	23	on	on	ADP
epaa-251	16	24	to	to	ADP
epaa-251	16	25	the	the	DET
epaa-251	16	26	education	education	NOUN
epaa-251	16	27	policy	policy	NOUN
epaa-251	16	28	agenda	agenda	NOUN
epaa-251	16	29	.	.	PUNCT
epaa-251	17	1	the	the	DET
epaa-251	17	2	headlines	headline	NOUN
epaa-251	17	3	at	at	ADP
epaa-251	17	4	the	the	DET
epaa-251	17	5	time	time	NOUN
epaa-251	17	6	told	tell	VERB
epaa-251	17	7	the	the	DET
epaa-251	17	8	story	story	NOUN
epaa-251	17	9	:	:	PUNCT
epaa-251	17	10	“	"	PUNCT
epaa-251	17	11	help	help	AUX
epaa-251	17	12	wanted	want	VERB
epaa-251	17	13	:	:	PUNCT
epaa-251	17	14	2	2	NUM
epaa-251	17	15	million	million	NUM
epaa-251	17	16	teachers	teacher	NOUN
epaa-251	17	17	,	,	PUNCT
epaa-251	17	18	”	"	PUNCT
epaa-251	17	19	(	(	PUNCT
epaa-251	17	20	note	note	NOUN
epaa-251	17	21	3	3	NUM
epaa-251	17	22	)	)	PUNCT
epaa-251	17	23	“	"	PUNCT
epaa-251	17	24	districts	district	NOUN
epaa-251	17	25	step	step	VERB
epaa-251	17	26	up	up	ADP
epaa-251	17	27	teacher	teacher	NOUN
epaa-251	17	28	recruiting	recruit	VERB
epaa-251	17	29	,	,	PUNCT
epaa-251	17	30	”	"	PUNCT
epaa-251	17	31	(	(	PUNCT
epaa-251	17	32	note	note	NOUN
epaa-251	17	33	4	4	NUM
epaa-251	17	34	)	)	PUNCT
epaa-251	17	35	“	"	PUNCT
epaa-251	17	36	new	new	ADJ
epaa-251	17	37	teachers	teacher	NOUN
epaa-251	17	38	are	be	AUX
epaa-251	17	39	hot	hot	ADJ
epaa-251	17	40	commodity	commodity	NOUN
epaa-251	17	41	.	.	PUNCT
epaa-251	17	42	”	"	PUNCT
epaa-251	18	1	(	(	PUNCT
epaa-251	18	2	note	note	NOUN
epaa-251	18	3	5	5	NUM
epaa-251	18	4	)	)	PUNCT
epaa-251	18	5	the	the	DET
epaa-251	18	6	problem	problem	NOUN
epaa-251	18	7	appeared	appear	VERB
epaa-251	18	8	to	to	PART
epaa-251	18	9	be	be	AUX
epaa-251	18	10	a	a	DET
epaa-251	18	11	crisis	crisis	NOUN
epaa-251	18	12	.	.	PUNCT
epaa-251	19	1	it	it	PRON
epaa-251	19	2	raised	raise	VERB
epaa-251	19	3	serious	serious	ADJ
epaa-251	19	4	questions	question	NOUN
epaa-251	19	5	about	about	ADP
epaa-251	19	6	the	the	PRON
epaa-251	19	7	how	how	SCONJ
epaa-251	19	8	schools	school	NOUN
epaa-251	19	9	recruited	recruit	VERB
epaa-251	19	10	and	and	CCONJ
epaa-251	19	11	hired	hire	VERB
epaa-251	19	12	teachers	teacher	NOUN
epaa-251	19	13	and	and	CCONJ
epaa-251	19	14	whether	whether	SCONJ
epaa-251	19	15	or	or	CCONJ
epaa-251	19	16	not	not	PART
epaa-251	19	17	they	they	PRON
epaa-251	19	18	could	could	AUX
epaa-251	19	19	meet	meet	VERB
epaa-251	19	20	the	the	DET
epaa-251	19	21	challenge	challenge	NOUN
epaa-251	19	22	of	of	ADP
epaa-251	19	23	the	the	DET
epaa-251	19	24	shortage	shortage	NOUN
epaa-251	19	25	.	.	PUNCT
epaa-251	20	1	as	as	SCONJ
epaa-251	20	2	the	the	DET
epaa-251	20	3	economy	economy	NOUN
epaa-251	20	4	slipped	slip	VERB
epaa-251	20	5	into	into	ADP
epaa-251	20	6	recession	recession	NOUN
epaa-251	20	7	in	in	ADP
epaa-251	20	8	the	the	DET
epaa-251	20	9	fall	fall	NOUN
epaa-251	20	10	of	of	ADP
epaa-251	20	11	2001	2001	NUM
epaa-251	20	12	,	,	PUNCT
epaa-251	20	13	the	the	DET
epaa-251	20	14	impending	impending	ADJ
epaa-251	20	15	sense	sense	NOUN
epaa-251	20	16	of	of	ADP
epaa-251	20	17	disaster	disaster	NOUN
epaa-251	20	18	subsided	subside	VERB
epaa-251	20	19	.	.	PUNCT
epaa-251	21	1	news	news	NOUN
epaa-251	21	2	coverage	coverage	NOUN
epaa-251	21	3	noted	note	VERB
epaa-251	21	4	that	that	SCONJ
epaa-251	21	5	the	the	DET
epaa-251	21	6	gap	gap	NOUN
epaa-251	21	7	was	be	AUX
epaa-251	21	8	filling	fill	VERB
epaa-251	21	9	in	in	ADP
epaa-251	21	10	,	,	PUNCT
epaa-251	21	11	and	and	CCONJ
epaa-251	21	12	the	the	DET
epaa-251	21	13	doom	doom	NOUN
epaa-251	21	14	and	and	CCONJ
epaa-251	21	15	gloom	gloom	NOUN
epaa-251	21	16	predictions	prediction	NOUN
epaa-251	21	17	began	begin	VERB
epaa-251	21	18	to	to	PART
epaa-251	21	19	recede	recede	VERB
epaa-251	21	20	.	.	PUNCT
epaa-251	22	1	(	(	PUNCT
epaa-251	22	2	note	note	VERB
epaa-251	22	3	6	6	NUM
epaa-251	22	4	)	)	PUNCT
epaa-251	22	5	some	some	DET
epaa-251	22	6	observers	observer	NOUN
epaa-251	22	7	even	even	ADV
epaa-251	22	8	began	begin	VERB
epaa-251	22	9	to	to	PART
epaa-251	22	10	question	question	VERB
epaa-251	22	11	whether	whether	SCONJ
epaa-251	22	12	the	the	DET
epaa-251	22	13	situation	situation	NOUN
epaa-251	22	14	was	be	AUX
epaa-251	22	15	ever	ever	ADV
epaa-251	22	16	as	as	ADV
epaa-251	22	17	critical	critical	ADJ
epaa-251	22	18	as	as	SCONJ
epaa-251	22	19	the	the	DET
epaa-251	22	20	public	public	NOUN
epaa-251	22	21	was	be	AUX
epaa-251	22	22	led	lead	VERB
epaa-251	22	23	to	to	PART
epaa-251	22	24	believe	believe	VERB
epaa-251	22	25	.	.	PUNCT
epaa-251	23	1	was	be	AUX
epaa-251	23	2	there	there	PRON
epaa-251	23	3	anything	anything	PRON
epaa-251	23	4	to	to	PART
epaa-251	23	5	worry	worry	VERB
epaa-251	23	6	about	about	ADP
epaa-251	23	7	after	after	ADV
epaa-251	23	8	all	all	ADV
epaa-251	23	9	?	?	PUNCT
epaa-251	24	1	the	the	DET
epaa-251	24	2	question	question	NOUN
epaa-251	24	3	was	be	AUX
epaa-251	24	4	understandable	understandable	ADJ
epaa-251	24	5	.	.	PUNCT
epaa-251	25	1	at	at	ADP
epaa-251	25	2	the	the	DET
epaa-251	25	3	peak	peak	NOUN
epaa-251	25	4	of	of	ADP
epaa-251	25	5	the	the	DET
epaa-251	25	6	reporting	reporting	NOUN
epaa-251	25	7	on	on	ADP
epaa-251	25	8	the	the	DET
epaa-251	25	9	shortage	shortage	NOUN
epaa-251	25	10	,	,	PUNCT
epaa-251	25	11	there	there	PRON
epaa-251	25	12	was	be	VERB
epaa-251	25	13	surprisingly	surprisingly	ADV
epaa-251	25	14	little	little	ADJ
epaa-251	25	15	systematic	systematic	ADJ
epaa-251	25	16	information	information	NOUN
epaa-251	25	17	about	about	ADP
epaa-251	25	18	the	the	DET
epaa-251	25	19	problem	problem	NOUN
epaa-251	25	20	’s	’s	PART
epaa-251	25	21	impact	impact	NOUN
epaa-251	25	22	.	.	PUNCT
epaa-251	26	1	policy	policy	NOUN
epaa-251	26	2	-	-	PUNCT
epaa-251	26	3	relevant	relevant	ADJ
epaa-251	26	4	data	datum	NOUN
epaa-251	26	5	to	to	PART
epaa-251	26	6	guide	guide	VERB
epaa-251	26	7	state	state	NOUN
epaa-251	26	8	and	and	CCONJ
epaa-251	26	9	local	local	ADJ
epaa-251	26	10	decision	decision	NOUN
epaa-251	26	11	makers	maker	NOUN
epaa-251	26	12	was	be	AUX
epaa-251	26	13	particularly	particularly	ADV
epaa-251	26	14	hard	hard	ADJ
epaa-251	26	15	to	to	PART
epaa-251	26	16	find	find	VERB
epaa-251	26	17	.	.	PUNCT
epaa-251	27	1	instead	instead	ADV
epaa-251	27	2	,	,	PUNCT
epaa-251	27	3	the	the	DET
epaa-251	27	4	issue	issue	NOUN
epaa-251	27	5	was	be	AUX
epaa-251	27	6	often	often	ADV
epaa-251	27	7	presented	present	VERB
epaa-251	27	8	in	in	ADP
epaa-251	27	9	a	a	DET
epaa-251	27	10	dramatic	dramatic	ADJ
epaa-251	27	11	,	,	PUNCT
epaa-251	27	12	one	one	NUM
epaa-251	27	13	-	-	PUNCT
epaa-251	27	14	two	two	NUM
epaa-251	27	15	punch	punch	NOUN
epaa-251	27	16	:	:	PUNCT
epaa-251	27	17	an	an	DET
epaa-251	27	18	anecdote	anecdote	NOUN
epaa-251	27	19	about	about	ADP
epaa-251	27	20	a	a	DET
epaa-251	27	21	school	school	NOUN
epaa-251	27	22	or	or	CCONJ
epaa-251	27	23	district	district	NOUN
epaa-251	27	24	struggling	struggle	VERB
epaa-251	27	25	to	to	PART
epaa-251	27	26	hire	hire	VERB
epaa-251	27	27	teachers	teacher	NOUN
epaa-251	27	28	followed	follow	VERB
epaa-251	27	29	by	by	ADP
epaa-251	27	30	dire	dire	ADJ
epaa-251	27	31	statistical	statistical	ADJ
epaa-251	27	32	warnings	warning	NOUN
epaa-251	27	33	about	about	ADP
epaa-251	27	34	the	the	DET
epaa-251	27	35	problem	problem	NOUN
epaa-251	27	36	’s	’s	PART
epaa-251	27	37	overwhelming	overwhelming	ADJ
epaa-251	27	38	national	national	ADJ
epaa-251	27	39	scale	scale	NOUN
epaa-251	27	40	.	.	PUNCT
epaa-251	28	1	at	at	ADP
epaa-251	28	2	the	the	DET
epaa-251	28	3	time	time	NOUN
epaa-251	28	4	,	,	PUNCT
epaa-251	28	5	this	this	DET
epaa-251	28	6	impressionistic	impressionistic	ADJ
epaa-251	28	7	view	view	NOUN
epaa-251	28	8	of	of	ADP
epaa-251	28	9	the	the	DET
epaa-251	28	10	problem	problem	NOUN
epaa-251	28	11	left	leave	VERB
epaa-251	28	12	some	some	DET
epaa-251	28	13	decision	decision	NOUN
epaa-251	28	14	makers	maker	NOUN
epaa-251	28	15	to	to	PART
epaa-251	28	16	speculate	speculate	VERB
epaa-251	28	17	about	about	ADP
epaa-251	28	18	the	the	DET
epaa-251	28	19	shortage	shortage	NOUN
epaa-251	28	20	’s	’s	PART
epaa-251	28	21	effect	effect	NOUN
epaa-251	28	22	while	while	SCONJ
epaa-251	28	23	reviewing	review	VERB
epaa-251	28	24	their	their	PRON
epaa-251	28	25	policy	policy	NOUN
epaa-251	28	26	options	option	NOUN
epaa-251	28	27	.	.	PUNCT
epaa-251	29	1	today	today	NOUN
epaa-251	29	2	,	,	PUNCT
epaa-251	29	3	the	the	DET
epaa-251	29	4	residue	residue	NOUN
epaa-251	29	5	of	of	ADP
epaa-251	29	6	this	this	DET
epaa-251	29	7	anecdotal	anecdotal	ADJ
epaa-251	29	8	formulation	formulation	NOUN
epaa-251	29	9	makes	make	VERB
epaa-251	29	10	it	it	PRON
epaa-251	29	11	hard	hard	ADJ
epaa-251	29	12	to	to	PART
epaa-251	29	13	pin	pin	VERB
epaa-251	29	14	down	down	ADP
epaa-251	29	15	what	what	PRON
epaa-251	29	16	actually	actually	ADV
epaa-251	29	17	happened	happen	VERB
epaa-251	29	18	.	.	PUNCT
epaa-251	30	1	and	and	CCONJ
epaa-251	30	2	yet	yet	ADV
epaa-251	30	3	,	,	PUNCT
epaa-251	30	4	understanding	understand	VERB
epaa-251	30	5	what	what	PRON
epaa-251	30	6	actually	actually	ADV
epaa-251	30	7	happened	happen	VERB
epaa-251	30	8	can	can	AUX
epaa-251	30	9	offer	offer	VERB
epaa-251	30	10	insight	insight	NOUN
epaa-251	30	11	into	into	ADP
epaa-251	30	12	an	an	DET
epaa-251	30	13	enduring	enduring	ADJ
epaa-251	30	14	and	and	CCONJ
epaa-251	30	15	critical	critical	ADJ
epaa-251	30	16	question	question	NOUN
epaa-251	30	17	:	:	PUNCT
epaa-251	30	18	how	how	SCONJ
epaa-251	30	19	can	can	AUX
epaa-251	30	20	we	we	PRON
epaa-251	30	21	provide	provide	VERB
epaa-251	30	22	an	an	DET
epaa-251	30	23	adequate	adequate	ADJ
epaa-251	30	24	supply	supply	NOUN
epaa-251	30	25	of	of	ADP
epaa-251	30	26	quality	quality	NOUN
epaa-251	30	27	teachers	teacher	NOUN
epaa-251	30	28	for	for	ADP
epaa-251	30	29	our	our	PRON
epaa-251	30	30	schools	school	NOUN
epaa-251	30	31	?	?	PUNCT
epaa-251	31	1	the	the	DET
epaa-251	31	2	importance	importance	NOUN
epaa-251	31	3	of	of	ADP
epaa-251	31	4	this	this	DET
epaa-251	31	5	question	question	NOUN
epaa-251	31	6	clearly	clearly	ADV
epaa-251	31	7	remains	remain	VERB
epaa-251	31	8	,	,	PUNCT
epaa-251	31	9	regardless	regardless	ADV
epaa-251	31	10	of	of	ADP
epaa-251	31	11	the	the	DET
epaa-251	31	12	health	health	NOUN
epaa-251	31	13	of	of	ADP
epaa-251	31	14	the	the	DET
epaa-251	31	15	nation	nation	NOUN
epaa-251	31	16	’s	’s	PART
epaa-251	31	17	economy	economy	NOUN
epaa-251	31	18	.	.	PUNCT
epaa-251	32	1	with	with	ADP
epaa-251	32	2	that	that	PRON
epaa-251	32	3	in	in	ADP
epaa-251	32	4	mind	mind	NOUN
epaa-251	32	5	,	,	PUNCT
epaa-251	32	6	this	this	DET
epaa-251	32	7	article	article	NOUN
epaa-251	32	8	attempts	attempt	VERB
epaa-251	32	9	to	to	PART
epaa-251	32	10	offer	offer	VERB
epaa-251	32	11	some	some	DET
epaa-251	32	12	insight	insight	NOUN
epaa-251	32	13	into	into	ADP
epaa-251	32	14	the	the	DET
epaa-251	32	15	reported	report	VERB
epaa-251	32	16	shortage	shortage	NOUN
epaa-251	32	17	of	of	ADP
epaa-251	32	18	teachers	teacher	NOUN
epaa-251	32	19	that	that	PRON
epaa-251	32	20	the	the	DET
epaa-251	32	21	country	country	NOUN
epaa-251	32	22	recently	recently	ADV
epaa-251	32	23	experienced	experience	VERB
epaa-251	32	24	and	and	CCONJ
epaa-251	32	25	to	to	PART
epaa-251	32	26	disaggregate	disaggregate	VERB
epaa-251	32	27	its	its	PRON
epaa-251	32	28	impact	impact	NOUN
epaa-251	32	29	.	.	PUNCT
epaa-251	33	1	our	our	PRON
epaa-251	33	2	general	general	ADJ
epaa-251	33	3	goal	goal	NOUN
epaa-251	33	4	is	be	AUX
epaa-251	33	5	to	to	PART
epaa-251	33	6	break	break	VERB
epaa-251	33	7	down	down	ADP
epaa-251	33	8	what	what	PRON
epaa-251	33	9	was	be	AUX
epaa-251	33	10	characterized	characterize	VERB
epaa-251	33	11	as	as	ADP
epaa-251	33	12	an	an	DET
epaa-251	33	13	amorphous	amorphous	ADJ
epaa-251	33	14	and	and	CCONJ
epaa-251	33	15	somewhat	somewhat	ADV
epaa-251	33	16	monolithic	monolithic	ADJ
epaa-251	33	17	issue	issue	NOUN
epaa-251	33	18	–	–	PUNCT
epaa-251	33	19	the	the	DET
epaa-251	33	20	teacher	teacher	NOUN
epaa-251	33	21	shortage	shortage	NOUN
epaa-251	33	22	–	–	PUNCT
epaa-251	33	23	into	into	ADP
epaa-251	33	24	more	more	ADV
epaa-251	33	25	meaningful	meaningful	ADJ
epaa-251	33	26	terms	term	NOUN
epaa-251	33	27	for	for	ADP
epaa-251	33	28	public	public	ADJ
epaa-251	33	29	policy	policy	NOUN
epaa-251	33	30	decision	decision	NOUN
epaa-251	33	31	-	-	PUNCT
epaa-251	33	32	making	making	NOUN
epaa-251	33	33	.	.	PUNCT
epaa-251	34	1	we	we	PRON
epaa-251	34	2	attempt	attempt	VERB
epaa-251	34	3	to	to	PART
epaa-251	34	4	understand	understand	VERB
epaa-251	34	5	the	the	DET
epaa-251	34	6	problem	problem	NOUN
epaa-251	34	7	’s	’s	PART
epaa-251	34	8	scale	scale	NOUN
epaa-251	34	9	and	and	CCONJ
epaa-251	34	10	scope	scope	NOUN
epaa-251	34	11	by	by	ADP
epaa-251	34	12	using	use	VERB
epaa-251	34	13	the	the	DET
epaa-251	34	14	recently	recently	ADV
epaa-251	34	15	released	release	VERB
epaa-251	34	16	national	national	ADJ
epaa-251	34	17	center	center	NOUN
epaa-251	34	18	for	for	ADP
epaa-251	34	19	education	education	NOUN
epaa-251	34	20	statistics	statistic	NOUN
epaa-251	34	21	(	(	PUNCT
epaa-251	34	22	nces	nce	NOUN
epaa-251	34	23	)	)	PUNCT
epaa-251	34	24	1999	1999	NUM
epaa-251	34	25	-	-	SYM
epaa-251	34	26	00	00	NUM
epaa-251	34	27	school	school	NOUN
epaa-251	34	28	and	and	CCONJ
epaa-251	34	29	staffing	staffing	NOUN
epaa-251	34	30	(	(	PUNCT
epaa-251	34	31	sass	sass	NOUN
epaa-251	34	32	)	)	PUNCT
epaa-251	34	33	data	datum	NOUN
epaa-251	34	34	.	.	PUNCT
epaa-251	35	1	this	this	DET
epaa-251	35	2	article	article	NOUN
epaa-251	35	3	is	be	AUX
epaa-251	35	4	arranged	arrange	VERB
epaa-251	35	5	as	as	SCONJ
epaa-251	35	6	follows	follow	VERB
epaa-251	35	7	.	.	PUNCT
epaa-251	36	1	in	in	ADP
epaa-251	36	2	section	section	NOUN
epaa-251	36	3	ii	ii	NOUN
epaa-251	36	4	we	we	PRON
epaa-251	36	5	provide	provide	VERB
epaa-251	36	6	background	background	NOUN
epaa-251	36	7	on	on	ADP
epaa-251	36	8	the	the	DET
epaa-251	36	9	supply	supply	NOUN
epaa-251	36	10	and	and	CCONJ
epaa-251	36	11	demand	demand	NOUN
epaa-251	36	12	of	of	ADP
epaa-251	36	13	teachers	teacher	NOUN
epaa-251	36	14	for	for	ADP
epaa-251	36	15	public	public	ADJ
epaa-251	36	16	schools	school	NOUN
epaa-251	36	17	.	.	PUNCT
epaa-251	37	1	section	section	NOUN
epaa-251	37	2	iii	iii	PROPN
epaa-251	37	3	reports	report	NOUN
epaa-251	37	4	findings	finding	NOUN
epaa-251	37	5	from	from	ADP
epaa-251	37	6	our	our	PRON
epaa-251	37	7	analysis	analysis	NOUN
epaa-251	37	8	of	of	ADP
epaa-251	37	9	the	the	DET
epaa-251	37	10	sass	sass	NOUN
epaa-251	37	11	data	datum	NOUN
epaa-251	37	12	.	.	PUNCT
epaa-251	38	1	here	here	ADV
epaa-251	38	2	we	we	PRON
epaa-251	38	3	measure	measure	VERB
epaa-251	38	4	the	the	DET
epaa-251	38	5	impact	impact	NOUN
epaa-251	38	6	of	of	ADP
epaa-251	38	7	the	the	DET
epaa-251	38	8	teacher	teacher	NOUN
epaa-251	38	9	shortage	shortage	NOUN
epaa-251	38	10	across	across	ADP
epaa-251	38	11	geographic	geographic	ADJ
epaa-251	38	12	,	,	PUNCT
epaa-251	38	13	socioeconomic	socioeconomic	ADJ
epaa-251	38	14	,	,	PUNCT
epaa-251	38	15	and	and	CCONJ
epaa-251	38	16	other	other	ADJ
epaa-251	38	17	dimensions	dimension	NOUN
epaa-251	38	18	.	.	PUNCT
epaa-251	39	1	in	in	ADP
epaa-251	39	2	section	section	NOUN
epaa-251	39	3	iv	iv	VERB
epaa-251	39	4	we	we	PRON
epaa-251	39	5	present	present	VERB
epaa-251	39	6	what	what	PRON
epaa-251	39	7	our	our	PRON
epaa-251	39	8	findings	finding	NOUN
epaa-251	39	9	imply	imply	VERB
epaa-251	39	10	for	for	ADP
epaa-251	39	11	public	public	ADJ
epaa-251	39	12	policy	policy	NOUN
epaa-251	39	13	.	.	PUNCT
epaa-251	40	1	we	we	PRON
epaa-251	40	2	conclude	conclude	VERB
epaa-251	40	3	that	that	SCONJ
epaa-251	40	4	,	,	PUNCT
epaa-251	40	5	from	from	ADP
epaa-251	40	6	a	a	DET
epaa-251	40	7	3	3	NUM
epaa-251	40	8	of	of	ADP
epaa-251	40	9	18	18	NUM
epaa-251	40	10	national	national	ADJ
epaa-251	40	11	perspective	perspective	NOUN
epaa-251	40	12	,	,	PUNCT
epaa-251	40	13	it	it	PRON
epaa-251	40	14	is	be	AUX
epaa-251	40	15	not	not	PART
epaa-251	40	16	very	very	ADV
epaa-251	40	17	useful	useful	ADJ
epaa-251	40	18	to	to	PART
epaa-251	40	19	speak	speak	VERB
epaa-251	40	20	of	of	ADP
epaa-251	40	21	a	a	DET
epaa-251	40	22	monolithic	monolithic	ADJ
epaa-251	40	23	teacher	teacher	NOUN
epaa-251	40	24	shortage	shortage	NOUN
epaa-251	40	25	.	.	PUNCT
epaa-251	41	1	instead	instead	ADV
epaa-251	41	2	,	,	PUNCT
epaa-251	41	3	the	the	DET
epaa-251	41	4	sass	sass	NOUN
epaa-251	41	5	data	data	NOUN
epaa-251	41	6	support	support	NOUN
epaa-251	41	7	what	what	PRON
epaa-251	41	8	many	many	ADJ
epaa-251	41	9	observers	observer	NOUN
epaa-251	41	10	have	have	AUX
epaa-251	41	11	contended	contend	VERB
epaa-251	41	12	for	for	ADP
epaa-251	41	13	some	some	DET
epaa-251	41	14	time	time	NOUN
epaa-251	41	15	:	:	PUNCT
epaa-251	41	16	the	the	DET
epaa-251	41	17	impact	impact	NOUN
epaa-251	41	18	of	of	ADP
epaa-251	41	19	the	the	DET
epaa-251	41	20	shortage	shortage	NOUN
epaa-251	41	21	is	be	AUX
epaa-251	41	22	unevenly	unevenly	ADV
epaa-251	41	23	distributed	distribute	VERB
epaa-251	41	24	across	across	ADP
epaa-251	41	25	schools	school	NOUN
epaa-251	41	26	and	and	CCONJ
epaa-251	41	27	school	school	NOUN
epaa-251	41	28	districts	district	NOUN
epaa-251	41	29	.	.	PUNCT
epaa-251	42	1	this	this	DET
epaa-251	42	2	unevenness	unevenness	NOUN
epaa-251	42	3	suggests	suggest	VERB
epaa-251	42	4	that	that	SCONJ
epaa-251	42	5	policies	policy	NOUN
epaa-251	42	6	designed	design	VERB
epaa-251	42	7	to	to	PART
epaa-251	42	8	improve	improve	VERB
epaa-251	42	9	the	the	DET
epaa-251	42	10	recruitment	recruitment	NOUN
epaa-251	42	11	and	and	CCONJ
epaa-251	42	12	training	training	NOUN
epaa-251	42	13	of	of	ADP
epaa-251	42	14	teachers	teacher	NOUN
epaa-251	42	15	need	need	VERB
epaa-251	42	16	to	to	PART
epaa-251	42	17	focus	focus	VERB
epaa-251	42	18	on	on	ADP
epaa-251	42	19	distribution	distribution	NOUN
epaa-251	42	20	issues	issue	NOUN
epaa-251	42	21	as	as	ADV
epaa-251	42	22	well	well	ADV
epaa-251	42	23	as	as	ADP
epaa-251	42	24	questions	question	NOUN
epaa-251	42	25	of	of	ADP
epaa-251	42	26	quantity	quantity	NOUN
epaa-251	42	27	and	and	CCONJ
epaa-251	42	28	quality	quality	NOUN
epaa-251	42	29	.	.	PUNCT
epaa-251	43	1	ii	ii	PROPN
epaa-251	43	2	.	.	PUNCT
epaa-251	44	1	background	background	NOUN
epaa-251	44	2	:	:	PUNCT
epaa-251	44	3	teacher	teacher	NOUN
epaa-251	44	4	supply	supply	NOUN
epaa-251	44	5	and	and	CCONJ
epaa-251	44	6	demand	demand	NOUN
epaa-251	44	7	size	size	NOUN
epaa-251	44	8	of	of	ADP
epaa-251	44	9	the	the	DET
epaa-251	44	10	shortage	shortage	NOUN
epaa-251	44	11	despite	despite	SCONJ
epaa-251	44	12	considerable	considerable	ADJ
epaa-251	44	13	media	medium	NOUN
epaa-251	44	14	attention	attention	NOUN
epaa-251	44	15	,	,	PUNCT
epaa-251	44	16	there	there	PRON
epaa-251	44	17	have	have	AUX
epaa-251	44	18	been	be	AUX
epaa-251	44	19	relatively	relatively	ADV
epaa-251	44	20	few	few	ADJ
epaa-251	44	21	attempts	attempt	NOUN
epaa-251	44	22	to	to	PART
epaa-251	44	23	quantify	quantify	VERB
epaa-251	44	24	a	a	DET
epaa-251	44	25	national	national	ADJ
epaa-251	44	26	teacher	teacher	NOUN
epaa-251	44	27	shortage	shortage	NOUN
epaa-251	44	28	.	.	PUNCT
epaa-251	45	1	one	one	NUM
epaa-251	45	2	of	of	ADP
epaa-251	45	3	the	the	DET
epaa-251	45	4	more	more	ADV
epaa-251	45	5	frequently	frequently	ADV
epaa-251	45	6	cited	cite	VERB
epaa-251	45	7	figures	figure	NOUN
epaa-251	45	8	about	about	ADP
epaa-251	45	9	the	the	DET
epaa-251	45	10	problem	problem	NOUN
epaa-251	45	11	suggests	suggest	VERB
epaa-251	45	12	that	that	SCONJ
epaa-251	45	13	the	the	DET
epaa-251	45	14	nation	nation	NOUN
epaa-251	45	15	will	will	AUX
epaa-251	45	16	need	need	VERB
epaa-251	45	17	to	to	PART
epaa-251	45	18	hire	hire	VERB
epaa-251	45	19	2.2	2.2	NUM
epaa-251	45	20	million	million	NUM
epaa-251	45	21	teachers	teacher	NOUN
epaa-251	45	22	over	over	ADP
epaa-251	45	23	the	the	DET
epaa-251	45	24	next	next	ADJ
epaa-251	45	25	decade	decade	NOUN
epaa-251	45	26	.	.	PUNCT
epaa-251	46	1	this	this	DET
epaa-251	46	2	number	number	NOUN
epaa-251	46	3	can	can	AUX
epaa-251	46	4	generally	generally	ADV
epaa-251	46	5	be	be	AUX
epaa-251	46	6	traced	trace	VERB
epaa-251	46	7	to	to	ADP
epaa-251	46	8	hussar	hussar	PROPN
epaa-251	46	9	(	(	PUNCT
epaa-251	46	10	1999	1999	NUM
epaa-251	46	11	)	)	PUNCT
epaa-251	46	12	who	who	PRON
epaa-251	46	13	,	,	PUNCT
epaa-251	46	14	using	use	VERB
epaa-251	46	15	the	the	DET
epaa-251	46	16	same	same	ADJ
epaa-251	46	17	model	model	NOUN
epaa-251	46	18	for	for	ADP
epaa-251	46	19	three	three	NUM
epaa-251	46	20	different	different	ADJ
epaa-251	46	21	scenarios	scenario	NOUN
epaa-251	46	22	,	,	PUNCT
epaa-251	46	23	predicted	predict	VERB
epaa-251	46	24	the	the	DET
epaa-251	46	25	nation	nation	NOUN
epaa-251	46	26	’s	’s	PART
epaa-251	46	27	districts	district	NOUN
epaa-251	46	28	would	would	AUX
epaa-251	46	29	need	need	VERB
epaa-251	46	30	to	to	PART
epaa-251	46	31	hire	hire	VERB
epaa-251	46	32	between	between	ADP
epaa-251	46	33	1.7	1.7	NUM
epaa-251	46	34	million	million	NUM
epaa-251	46	35	and	and	CCONJ
epaa-251	46	36	2.7	2.7	NUM
epaa-251	46	37	million	million	NUM
epaa-251	46	38	teachers	teacher	NOUN
epaa-251	46	39	between	between	ADP
epaa-251	46	40	1998	1998	NUM
epaa-251	46	41	-	-	SYM
epaa-251	46	42	99	99	NUM
epaa-251	46	43	and	and	CCONJ
epaa-251	46	44	2008	2008	NUM
epaa-251	46	45	-	-	SYM
epaa-251	46	46	09	09	NUM
epaa-251	46	47	.	.	PUNCT
epaa-251	46	48	hussar	hussar	PROPN
epaa-251	46	49	’s	’s	PART
epaa-251	46	50	model	model	NOUN
epaa-251	46	51	accounted	account	VERB
epaa-251	46	52	for	for	ADP
epaa-251	46	53	predicted	predict	VERB
epaa-251	46	54	growth	growth	NOUN
epaa-251	46	55	in	in	ADP
epaa-251	46	56	the	the	DET
epaa-251	46	57	student	student	NOUN
epaa-251	46	58	population	population	NOUN
epaa-251	46	59	and	and	CCONJ
epaa-251	46	60	included	include	VERB
epaa-251	46	61	varying	vary	VERB
epaa-251	46	62	levels	level	NOUN
epaa-251	46	63	of	of	ADP
epaa-251	46	64	teacher	teacher	NOUN
epaa-251	46	65	continuation	continuation	NOUN
epaa-251	46	66	,	,	PUNCT
epaa-251	46	67	pupil	pupil	ADJ
epaa-251	46	68	/	/	SYM
epaa-251	46	69	teacher	teacher	NOUN
epaa-251	46	70	ratios	ratio	NOUN
epaa-251	46	71	,	,	PUNCT
epaa-251	46	72	and	and	CCONJ
epaa-251	46	73	teacher	teacher	NOUN
epaa-251	46	74	age	age	NOUN
epaa-251	46	75	distributions	distribution	NOUN
epaa-251	46	76	.	.	PUNCT
epaa-251	47	1	it	it	PRON
epaa-251	47	2	assumed	assume	VERB
epaa-251	47	3	relatively	relatively	ADV
epaa-251	47	4	modest	modest	ADJ
epaa-251	47	5	increases	increase	NOUN
epaa-251	47	6	in	in	ADP
epaa-251	47	7	the	the	DET
epaa-251	47	8	demand	demand	NOUN
epaa-251	47	9	for	for	ADP
epaa-251	47	10	teachers	teacher	NOUN
epaa-251	47	11	,	,	PUNCT
epaa-251	47	12	placing	place	VERB
epaa-251	47	13	growth	growth	NOUN
epaa-251	47	14	rates	rate	NOUN
epaa-251	47	15	between	between	ADP
epaa-251	47	16	1	1	NUM
epaa-251	47	17	and	and	CCONJ
epaa-251	47	18	4	4	NUM
epaa-251	47	19	percent	percent	NOUN
epaa-251	47	20	per	per	ADP
epaa-251	47	21	year	year	NOUN
epaa-251	47	22	.	.	PUNCT
epaa-251	48	1	a	a	DET
epaa-251	48	2	separate	separate	ADJ
epaa-251	48	3	analysis	analysis	NOUN
epaa-251	48	4	by	by	ADP
epaa-251	48	5	wayne	wayne	PROPN
epaa-251	48	6	(	(	PUNCT
epaa-251	48	7	2000	2000	NUM
epaa-251	48	8	)	)	PUNCT
epaa-251	48	9	produced	produce	VERB
epaa-251	48	10	similar	similar	ADJ
epaa-251	48	11	estimates	estimate	NOUN
epaa-251	48	12	.	.	PUNCT
epaa-251	49	1	that	that	DET
epaa-251	49	2	analysis	analysis	NOUN
epaa-251	49	3	concluded	conclude	VERB
epaa-251	49	4	that	that	SCONJ
epaa-251	49	5	there	there	PRON
epaa-251	49	6	would	would	AUX
epaa-251	49	7	be	be	AUX
epaa-251	49	8	a	a	DET
epaa-251	49	9	two	two	NUM
epaa-251	49	10	to	to	PART
epaa-251	49	11	three	three	NUM
epaa-251	49	12	percent	percent	NOUN
epaa-251	49	13	increase	increase	NOUN
epaa-251	49	14	per	per	ADP
epaa-251	49	15	year	year	NOUN
epaa-251	49	16	in	in	ADP
epaa-251	49	17	the	the	DET
epaa-251	49	18	number	number	NOUN
epaa-251	49	19	of	of	ADP
epaa-251	49	20	teachers	teacher	NOUN
epaa-251	49	21	needed	need	VERB
epaa-251	49	22	over	over	ADP
epaa-251	49	23	the	the	DET
epaa-251	49	24	next	next	ADJ
epaa-251	49	25	decade	decade	NOUN
epaa-251	49	26	.	.	PUNCT
epaa-251	50	1	both	both	DET
epaa-251	50	2	hussar	hussar	PROPN
epaa-251	50	3	and	and	CCONJ
epaa-251	50	4	wayne	wayne	PROPN
epaa-251	50	5	suggest	suggest	VERB
epaa-251	50	6	there	there	PRON
epaa-251	50	7	is	be	VERB
epaa-251	50	8	and	and	CCONJ
epaa-251	50	9	will	will	AUX
epaa-251	50	10	be	be	AUX
epaa-251	50	11	a	a	DET
epaa-251	50	12	national	national	ADJ
epaa-251	50	13	need	need	NOUN
epaa-251	50	14	of	of	ADP
epaa-251	50	15	approximately	approximately	ADV
epaa-251	50	16	200,000	200,000	NUM
epaa-251	50	17	new	new	ADJ
epaa-251	50	18	teachers	teacher	NOUN
epaa-251	50	19	each	each	DET
epaa-251	50	20	year	year	NOUN
epaa-251	50	21	for	for	ADP
epaa-251	50	22	the	the	DET
epaa-251	50	23	foreseeable	foreseeable	ADJ
epaa-251	50	24	future	future	NOUN
epaa-251	50	25	.	.	PUNCT
epaa-251	51	1	researchers	researcher	NOUN
epaa-251	51	2	have	have	AUX
epaa-251	51	3	conducted	conduct	VERB
epaa-251	51	4	similar	similar	ADJ
epaa-251	51	5	projections	projection	NOUN
epaa-251	51	6	for	for	ADP
epaa-251	51	7	individual	individual	ADJ
epaa-251	51	8	states	state	NOUN
epaa-251	51	9	.	.	PUNCT
epaa-251	52	1	the	the	DET
epaa-251	52	2	illinois	illinois	PROPN
epaa-251	52	3	state	state	PROPN
epaa-251	52	4	board	board	PROPN
epaa-251	52	5	of	of	ADP
epaa-251	52	6	education	education	NOUN
epaa-251	52	7	,	,	PUNCT
epaa-251	52	8	for	for	ADP
epaa-251	52	9	example	example	NOUN
epaa-251	52	10	,	,	PUNCT
epaa-251	52	11	estimated	estimate	VERB
epaa-251	52	12	that	that	SCONJ
epaa-251	52	13	the	the	DET
epaa-251	52	14	state	state	NOUN
epaa-251	52	15	would	would	AUX
epaa-251	52	16	need	need	VERB
epaa-251	52	17	60,000	60,000	NUM
epaa-251	52	18	new	new	ADJ
epaa-251	52	19	teachers	teacher	NOUN
epaa-251	52	20	in	in	ADP
epaa-251	52	21	the	the	DET
epaa-251	52	22	next	next	ADJ
epaa-251	52	23	three	three	NUM
epaa-251	52	24	years	year	NOUN
epaa-251	52	25	(	(	PUNCT
epaa-251	52	26	banchero	banchero	NOUN
epaa-251	52	27	and	and	CCONJ
epaa-251	52	28	spencer	spencer	NOUN
epaa-251	52	29	,	,	PUNCT
epaa-251	52	30	2000	2000	NUM
epaa-251	52	31	)	)	PUNCT
epaa-251	52	32	.	.	PUNCT
epaa-251	53	1	perry	perry	PROPN
epaa-251	53	2	(	(	PUNCT
epaa-251	53	3	2001	2001	NUM
epaa-251	53	4	)	)	PUNCT
epaa-251	53	5	estimated	estimate	VERB
epaa-251	53	6	that	that	SCONJ
epaa-251	53	7	california	california	PROPN
epaa-251	53	8	’s	’s	PART
epaa-251	53	9	schools	school	NOUN
epaa-251	53	10	would	would	AUX
epaa-251	53	11	need	need	VERB
epaa-251	53	12	as	as	ADV
epaa-251	53	13	many	many	ADJ
epaa-251	53	14	as	as	ADP
epaa-251	53	15	300,000	300,000	NUM
epaa-251	53	16	new	new	ADJ
epaa-251	53	17	teachers	teacher	NOUN
epaa-251	53	18	over	over	ADP
epaa-251	53	19	the	the	DET
epaa-251	53	20	next	next	ADJ
epaa-251	53	21	ten	ten	NUM
epaa-251	53	22	years	year	NOUN
epaa-251	53	23	.	.	PUNCT
epaa-251	54	1	these	these	DET
epaa-251	54	2	figures	figure	NOUN
epaa-251	54	3	can	can	AUX
epaa-251	54	4	not	not	PART
epaa-251	54	5	help	help	VERB
epaa-251	54	6	but	but	CCONJ
epaa-251	54	7	grab	grab	VERB
epaa-251	54	8	the	the	DET
epaa-251	54	9	public	public	NOUN
epaa-251	54	10	’s	’s	PART
epaa-251	54	11	attention	attention	NOUN
epaa-251	54	12	.	.	PUNCT
epaa-251	55	1	they	they	PRON
epaa-251	55	2	are	be	AUX
epaa-251	55	3	large	large	ADJ
epaa-251	55	4	,	,	PUNCT
epaa-251	55	5	and	and	CCONJ
epaa-251	55	6	they	they	PRON
epaa-251	55	7	conjure	conjure	VERB
epaa-251	55	8	up	up	ADP
epaa-251	55	9	daunting	daunt	VERB
epaa-251	55	10	images	image	NOUN
epaa-251	55	11	.	.	PUNCT
epaa-251	56	1	unfortunately	unfortunately	ADV
epaa-251	56	2	,	,	PUNCT
epaa-251	56	3	they	they	PRON
epaa-251	56	4	do	do	AUX
epaa-251	56	5	not	not	PART
epaa-251	56	6	tell	tell	VERB
epaa-251	56	7	us	we	PRON
epaa-251	56	8	anything	anything	PRON
epaa-251	56	9	about	about	ADP
epaa-251	56	10	the	the	DET
epaa-251	56	11	size	size	NOUN
epaa-251	56	12	or	or	CCONJ
epaa-251	56	13	distribution	distribution	NOUN
epaa-251	56	14	of	of	ADP
epaa-251	56	15	a	a	DET
epaa-251	56	16	possible	possible	ADJ
epaa-251	56	17	shortage	shortage	NOUN
epaa-251	56	18	.	.	PUNCT
epaa-251	57	1	they	they	PRON
epaa-251	57	2	merely	merely	ADV
epaa-251	57	3	estimate	estimate	VERB
epaa-251	57	4	the	the	DET
epaa-251	57	5	future	future	ADJ
epaa-251	57	6	demand	demand	NOUN
epaa-251	57	7	for	for	ADP
epaa-251	57	8	teachers	teacher	NOUN
epaa-251	57	9	without	without	ADP
epaa-251	57	10	relating	relate	VERB
epaa-251	57	11	it	it	PRON
epaa-251	57	12	to	to	ADP
epaa-251	57	13	any	any	DET
epaa-251	57	14	projections	projection	NOUN
epaa-251	57	15	regarding	regard	VERB
epaa-251	57	16	teacher	teacher	NOUN
epaa-251	57	17	supply	supply	NOUN
epaa-251	57	18	.	.	PUNCT
epaa-251	58	1	state	state	NOUN
epaa-251	58	2	-	-	PUNCT
epaa-251	58	3	level	level	NOUN
epaa-251	58	4	analyses	analysis	NOUN
epaa-251	58	5	appear	appear	VERB
epaa-251	58	6	to	to	PART
epaa-251	58	7	be	be	AUX
epaa-251	58	8	the	the	DET
epaa-251	58	9	only	only	ADJ
epaa-251	58	10	ones	one	NOUN
epaa-251	58	11	to	to	PART
epaa-251	58	12	provide	provide	VERB
epaa-251	58	13	both	both	DET
epaa-251	58	14	sides	side	NOUN
epaa-251	58	15	of	of	ADP
epaa-251	58	16	the	the	DET
epaa-251	58	17	equation	equation	NOUN
epaa-251	58	18	with	with	ADP
epaa-251	58	19	a	a	DET
epaa-251	58	20	few	few	ADJ
epaa-251	58	21	estimating	estimate	VERB
epaa-251	58	22	both	both	DET
epaa-251	58	23	teacher	teacher	NOUN
epaa-251	58	24	demand	demand	NOUN
epaa-251	58	25	and	and	CCONJ
epaa-251	58	26	supply	supply	NOUN
epaa-251	58	27	.	.	PUNCT
epaa-251	59	1	estimates	estimate	NOUN
epaa-251	59	2	from	from	ADP
epaa-251	59	3	the	the	DET
epaa-251	59	4	florida	florida	PROPN
epaa-251	59	5	education	education	PROPN
epaa-251	59	6	department	department	PROPN
epaa-251	59	7	,	,	PUNCT
epaa-251	59	8	for	for	ADP
epaa-251	59	9	example	example	NOUN
epaa-251	59	10	,	,	PUNCT
epaa-251	59	11	suggested	suggest	VERB
epaa-251	59	12	that	that	SCONJ
epaa-251	59	13	the	the	DET
epaa-251	59	14	state	state	NOUN
epaa-251	59	15	would	would	AUX
epaa-251	59	16	need	need	VERB
epaa-251	59	17	about	about	ADV
epaa-251	59	18	12,000	12,000	NUM
epaa-251	59	19	more	more	ADJ
epaa-251	59	20	teachers	teacher	NOUN
epaa-251	59	21	per	per	ADP
epaa-251	59	22	year	year	NOUN
epaa-251	59	23	than	than	SCONJ
epaa-251	59	24	are	be	AUX
epaa-251	59	25	projected	project	VERB
epaa-251	59	26	to	to	PART
epaa-251	59	27	be	be	AUX
epaa-251	59	28	supplied	supply	VERB
epaa-251	59	29	(	(	PUNCT
epaa-251	59	30	office	office	NOUN
epaa-251	59	31	of	of	ADP
epaa-251	59	32	strategy	strategy	NOUN
epaa-251	59	33	planning	planning	NOUN
epaa-251	59	34	,	,	PUNCT
epaa-251	59	35	2000	2000	NUM
epaa-251	59	36	)	)	PUNCT
epaa-251	59	37	.	.	PUNCT
epaa-251	60	1	if	if	SCONJ
epaa-251	60	2	correct	correct	ADJ
epaa-251	60	3	,	,	PUNCT
epaa-251	60	4	this	this	PRON
epaa-251	60	5	would	would	AUX
epaa-251	60	6	be	be	AUX
epaa-251	60	7	a	a	DET
epaa-251	60	8	dramatic	dramatic	ADJ
epaa-251	60	9	situation	situation	NOUN
epaa-251	60	10	:	:	PUNCT
epaa-251	60	11	over	over	ADP
epaa-251	60	12	8	8	NUM
epaa-251	60	13	percent	percent	NOUN
epaa-251	60	14	of	of	ADP
epaa-251	60	15	the	the	DET
epaa-251	60	16	state	state	NOUN
epaa-251	60	17	’s	’s	PART
epaa-251	60	18	teaching	teaching	NOUN
epaa-251	60	19	positions	position	NOUN
epaa-251	60	20	could	could	AUX
epaa-251	60	21	go	go	VERB
epaa-251	60	22	unfilled	unfilled	ADJ
epaa-251	60	23	.	.	PUNCT
epaa-251	61	1	in	in	ADP
epaa-251	61	2	north	north	PROPN
epaa-251	61	3	carolina	carolina	PROPN
epaa-251	61	4	,	,	PUNCT
epaa-251	61	5	state	state	NOUN
epaa-251	61	6	education	education	NOUN
epaa-251	61	7	researchers	researcher	NOUN
epaa-251	61	8	calculated	calculate	VERB
epaa-251	61	9	a	a	DET
epaa-251	61	10	shortage	shortage	NOUN
epaa-251	61	11	of	of	ADP
epaa-251	61	12	more	more	ADV
epaa-251	61	13	modest	modest	ADJ
epaa-251	61	14	proportions	proportion	NOUN
epaa-251	61	15	,	,	PUNCT
epaa-251	61	16	estimating	estimate	VERB
epaa-251	61	17	that	that	SCONJ
epaa-251	61	18	current	current	ADJ
epaa-251	61	19	demand	demand	NOUN
epaa-251	61	20	will	will	AUX
epaa-251	61	21	outstrip	outstrip	VERB
epaa-251	61	22	supply	supply	VERB
epaa-251	61	23	by	by	ADP
epaa-251	61	24	about	about	ADV
epaa-251	61	25	2,000	2,000	NUM
epaa-251	61	26	teachers	teacher	NOUN
epaa-251	61	27	over	over	ADP
epaa-251	61	28	the	the	DET
epaa-251	61	29	next	next	ADJ
epaa-251	61	30	decade	decade	NOUN
epaa-251	61	31	.	.	PUNCT
epaa-251	62	1	this	this	PRON
epaa-251	62	2	is	be	AUX
epaa-251	62	3	less	less	ADJ
epaa-251	62	4	than	than	ADP
epaa-251	62	5	two	two	NUM
epaa-251	62	6	percent	percent	NOUN
epaa-251	62	7	of	of	ADP
epaa-251	62	8	the	the	DET
epaa-251	62	9	state	state	NOUN
epaa-251	62	10	’s	’s	PART
epaa-251	62	11	elementary	elementary	ADJ
epaa-251	62	12	and	and	CCONJ
epaa-251	62	13	secondary	secondary	ADJ
epaa-251	62	14	teacher	teacher	NOUN
epaa-251	62	15	population	population	NOUN
epaa-251	62	16	(	(	PUNCT
epaa-251	62	17	nc	nc	PROPN
epaa-251	62	18	state	state	PROPN
epaa-251	62	19	department	department	PROPN
epaa-251	62	20	of	of	ADP
epaa-251	62	21	public	public	ADJ
epaa-251	62	22	instruction	instruction	NOUN
epaa-251	62	23	,	,	PUNCT
epaa-251	62	24	1998	1998	NUM
epaa-251	62	25	)	)	PUNCT
epaa-251	62	26	.	.	PUNCT
epaa-251	63	1	causes	cause	NOUN
epaa-251	63	2	of	of	ADP
epaa-251	63	3	teacher	teacher	NOUN
epaa-251	63	4	shortage	shortage	NOUN
epaa-251	63	5	4	4	NUM
epaa-251	63	6	of	of	ADP
epaa-251	63	7	18	18	NUM
epaa-251	63	8	though	though	SCONJ
epaa-251	63	9	national	national	ADJ
epaa-251	63	10	shortage	shortage	NOUN
epaa-251	63	11	estimates	estimate	NOUN
epaa-251	63	12	are	be	AUX
epaa-251	63	13	hard	hard	ADJ
epaa-251	63	14	to	to	PART
epaa-251	63	15	find	find	VERB
epaa-251	63	16	,	,	PUNCT
epaa-251	63	17	there	there	PRON
epaa-251	63	18	are	be	VERB
epaa-251	63	19	many	many	ADJ
epaa-251	63	20	attempts	attempt	NOUN
epaa-251	63	21	to	to	PART
epaa-251	63	22	explain	explain	VERB
epaa-251	63	23	what	what	PRON
epaa-251	63	24	drives	drive	VERB
epaa-251	63	25	the	the	DET
epaa-251	63	26	demand	demand	NOUN
epaa-251	63	27	for	for	ADP
epaa-251	63	28	teachers	teacher	NOUN
epaa-251	63	29	.	.	PUNCT
epaa-251	64	1	at	at	ADP
epaa-251	64	2	the	the	DET
epaa-251	64	3	top	top	NOUN
epaa-251	64	4	of	of	ADP
epaa-251	64	5	the	the	DET
epaa-251	64	6	list	list	NOUN
epaa-251	64	7	of	of	ADP
epaa-251	64	8	contributing	contribute	VERB
epaa-251	64	9	factors	factor	NOUN
epaa-251	64	10	is	be	AUX
epaa-251	64	11	teacher	teacher	NOUN
epaa-251	64	12	turnover	turnover	NOUN
epaa-251	64	13	.	.	PUNCT
epaa-251	65	1	given	give	VERB
epaa-251	65	2	the	the	DET
epaa-251	65	3	aging	aging	NOUN
epaa-251	65	4	of	of	ADP
epaa-251	65	5	the	the	DET
epaa-251	65	6	teaching	teaching	NOUN
epaa-251	65	7	force	force	NOUN
epaa-251	65	8	-the	-the	DET
epaa-251	65	9	average	average	ADJ
epaa-251	65	10	age	age	NOUN
epaa-251	65	11	of	of	ADP
epaa-251	65	12	teachers	teacher	NOUN
epaa-251	65	13	has	have	AUX
epaa-251	65	14	increased	increase	VERB
epaa-251	65	15	steadily	steadily	ADV
epaa-251	65	16	over	over	ADP
epaa-251	65	17	the	the	DET
epaa-251	65	18	past	past	ADJ
epaa-251	65	19	10	10	NUM
epaa-251	65	20	years	year	NOUN
epaa-251	65	21	(	(	PUNCT
epaa-251	65	22	hussar	hussar	PROPN
epaa-251	65	23	,	,	PUNCT
epaa-251	65	24	1999	1999	NUM
epaa-251	65	25	)	)	PUNCT
epaa-251	65	26	-some	-some	PROPN
epaa-251	65	27	see	see	VERB
epaa-251	65	28	future	future	ADJ
epaa-251	65	29	demand	demand	NOUN
epaa-251	65	30	as	as	ADP
epaa-251	65	31	being	be	AUX
epaa-251	65	32	driven	drive	VERB
epaa-251	65	33	by	by	ADP
epaa-251	65	34	a	a	DET
epaa-251	65	35	wave	wave	NOUN
epaa-251	65	36	of	of	ADP
epaa-251	65	37	retirees	retiree	NOUN
epaa-251	65	38	.	.	PUNCT
epaa-251	66	1	others	other	NOUN
epaa-251	66	2	point	point	VERB
epaa-251	66	3	to	to	ADP
epaa-251	66	4	pre	pre	ADJ
epaa-251	66	5	-	-	ADJ
epaa-251	66	6	retirement	retirement	ADJ
epaa-251	66	7	attrition	attrition	NOUN
epaa-251	66	8	.	.	PUNCT
epaa-251	67	1	u.s	u.s	PROPN
epaa-251	67	2	.	.	PROPN
epaa-251	67	3	education	education	PROPN
epaa-251	67	4	department	department	PROPN
epaa-251	67	5	statistics	statistic	NOUN
epaa-251	67	6	,	,	PUNCT
epaa-251	67	7	for	for	ADP
epaa-251	67	8	example	example	NOUN
epaa-251	67	9	,	,	PUNCT
epaa-251	67	10	suggest	suggest	VERB
epaa-251	67	11	that	that	SCONJ
epaa-251	67	12	as	as	ADV
epaa-251	67	13	many	many	ADJ
epaa-251	67	14	as	as	ADP
epaa-251	67	15	9	9	NUM
epaa-251	67	16	percent	percent	NOUN
epaa-251	67	17	of	of	ADP
epaa-251	67	18	new	new	ADJ
epaa-251	67	19	teachers	teacher	NOUN
epaa-251	67	20	quit	quit	VERB
epaa-251	67	21	during	during	ADP
epaa-251	67	22	their	their	PRON
epaa-251	67	23	first	first	ADJ
epaa-251	67	24	year	year	NOUN
epaa-251	67	25	of	of	ADP
epaa-251	67	26	teaching	teaching	NOUN
epaa-251	67	27	and	and	CCONJ
epaa-251	67	28	as	as	ADV
epaa-251	67	29	many	many	ADJ
epaa-251	67	30	as	as	ADP
epaa-251	67	31	one	one	NUM
epaa-251	67	32	-	-	PUNCT
epaa-251	67	33	out	out	ADP
epaa-251	67	34	-	-	PUNCT
epaa-251	67	35	of	of	ADP
epaa-251	67	36	-	-	PUNCT
epaa-251	67	37	five	five	NUM
epaa-251	67	38	teachers	teacher	NOUN
epaa-251	67	39	leave	leave	VERB
epaa-251	67	40	in	in	ADP
epaa-251	67	41	the	the	DET
epaa-251	67	42	first	first	ADJ
epaa-251	67	43	three	three	NUM
epaa-251	67	44	years	year	NOUN
epaa-251	67	45	(	(	PUNCT
epaa-251	67	46	yasin	yasin	NOUN
epaa-251	67	47	,	,	PUNCT
epaa-251	67	48	1999	1999	NUM
epaa-251	67	49	)	)	PUNCT
epaa-251	67	50	.	.	PUNCT
epaa-251	68	1	some	some	PRON
epaa-251	68	2	of	of	ADP
epaa-251	68	3	these	these	DET
epaa-251	68	4	teachers	teacher	NOUN
epaa-251	68	5	leave	leave	VERB
epaa-251	68	6	permanently	permanently	ADV
epaa-251	68	7	to	to	PART
epaa-251	68	8	pursue	pursue	VERB
epaa-251	68	9	a	a	DET
epaa-251	68	10	different	different	ADJ
epaa-251	68	11	career	career	NOUN
epaa-251	68	12	;	;	PUNCT
epaa-251	68	13	others	other	NOUN
epaa-251	68	14	leave	leave	VERB
epaa-251	68	15	temporarily	temporarily	ADV
epaa-251	68	16	.	.	PUNCT
epaa-251	69	1	these	these	DET
epaa-251	69	2	temporary	temporary	ADJ
epaa-251	69	3	leavers	leaver	NOUN
epaa-251	69	4	represent	represent	VERB
epaa-251	69	5	significant	significant	ADJ
epaa-251	69	6	numbers	number	NOUN
epaa-251	69	7	.	.	PUNCT
epaa-251	70	1	nationally	nationally	ADV
epaa-251	70	2	,	,	PUNCT
epaa-251	70	3	one	one	NUM
epaa-251	70	4	-	-	PUNCT
epaa-251	70	5	quarter	quarter	NOUN
epaa-251	70	6	of	of	ADP
epaa-251	70	7	the	the	DET
epaa-251	70	8	teachers	teacher	NOUN
epaa-251	70	9	hired	hire	VERB
epaa-251	70	10	each	each	DET
epaa-251	70	11	year	year	NOUN
epaa-251	70	12	are	be	AUX
epaa-251	70	13	people	people	NOUN
epaa-251	70	14	who	who	PRON
epaa-251	70	15	,	,	PUNCT
epaa-251	70	16	though	though	SCONJ
epaa-251	70	17	not	not	PART
epaa-251	70	18	currently	currently	ADV
epaa-251	70	19	teaching	teach	VERB
epaa-251	70	20	,	,	PUNCT
epaa-251	70	21	have	have	VERB
epaa-251	70	22	some	some	DET
epaa-251	70	23	prior	prior	ADJ
epaa-251	70	24	teaching	teaching	NOUN
epaa-251	70	25	experience	experience	NOUN
epaa-251	70	26	(	(	PUNCT
epaa-251	70	27	wayne	wayne	PROPN
epaa-251	70	28	,	,	PUNCT
epaa-251	70	29	2000	2000	NUM
epaa-251	70	30	)	)	PUNCT
epaa-251	70	31	.	.	PUNCT
epaa-251	71	1	there	there	PRON
epaa-251	71	2	is	be	VERB
epaa-251	71	3	considerable	considerable	ADJ
epaa-251	71	4	debate	debate	NOUN
epaa-251	71	5	over	over	ADP
epaa-251	71	6	which	which	PRON
epaa-251	71	7	factors	factor	NOUN
epaa-251	71	8	are	be	AUX
epaa-251	71	9	behind	behind	ADP
epaa-251	71	10	this	this	DET
epaa-251	71	11	pre	pre	ADJ
epaa-251	71	12	-	-	ADJ
epaa-251	71	13	retirement	retirement	ADJ
epaa-251	71	14	attrition	attrition	NOUN
epaa-251	71	15	.	.	PUNCT
epaa-251	72	1	ingersoll	ingersoll	PROPN
epaa-251	72	2	(	(	PUNCT
epaa-251	72	3	2001	2001	NUM
epaa-251	72	4	)	)	PUNCT
epaa-251	72	5	argues	argue	VERB
epaa-251	72	6	that	that	SCONJ
epaa-251	72	7	organizational	organizational	ADJ
epaa-251	72	8	factors	factor	NOUN
epaa-251	72	9	within	within	ADP
epaa-251	72	10	a	a	DET
epaa-251	72	11	school	school	NOUN
epaa-251	72	12	-low	-low	NOUN
epaa-251	72	13	salaries	salary	NOUN
epaa-251	72	14	,	,	PUNCT
epaa-251	72	15	lack	lack	NOUN
epaa-251	72	16	of	of	ADP
epaa-251	72	17	support	support	NOUN
epaa-251	72	18	from	from	ADP
epaa-251	72	19	administrators	administrator	NOUN
epaa-251	72	20	,	,	PUNCT
epaa-251	72	21	student	student	NOUN
epaa-251	72	22	discipline	discipline	NOUN
epaa-251	72	23	issues	issue	NOUN
epaa-251	72	24	,	,	PUNCT
epaa-251	72	25	and	and	CCONJ
epaa-251	72	26	lack	lack	NOUN
epaa-251	72	27	of	of	ADP
epaa-251	72	28	input	input	NOUN
epaa-251	72	29	and	and	CCONJ
epaa-251	72	30	decision	decision	NOUN
epaa-251	72	31	-	-	PUNCT
epaa-251	72	32	making	make	VERB
epaa-251	72	33	power	power	NOUN
epaa-251	72	34	-cause	-cause	PROPN
epaa-251	72	35	teachers	teacher	NOUN
epaa-251	72	36	to	to	PART
epaa-251	72	37	leave	leave	VERB
epaa-251	72	38	their	their	PRON
epaa-251	72	39	position	position	NOUN
epaa-251	72	40	(	(	PUNCT
epaa-251	72	41	or	or	CCONJ
epaa-251	72	42	the	the	DET
epaa-251	72	43	teaching	teaching	NOUN
epaa-251	72	44	profession	profession	NOUN
epaa-251	72	45	altogether	altogether	ADV
epaa-251	72	46	)	)	PUNCT
epaa-251	72	47	.	.	PUNCT
epaa-251	73	1	harrington	harrington	PROPN
epaa-251	73	2	(	(	PUNCT
epaa-251	73	3	2001	2001	NUM
epaa-251	73	4	)	)	PUNCT
epaa-251	73	5	blames	blame	VERB
epaa-251	73	6	the	the	DET
epaa-251	73	7	specific	specific	ADJ
epaa-251	73	8	shortage	shortage	NOUN
epaa-251	73	9	of	of	ADP
epaa-251	73	10	math	math	NOUN
epaa-251	73	11	,	,	PUNCT
epaa-251	73	12	science	science	NOUN
epaa-251	73	13	and	and	CCONJ
epaa-251	73	14	technology	technology	NOUN
epaa-251	73	15	teachers	teacher	NOUN
epaa-251	73	16	on	on	ADP
epaa-251	73	17	“	"	PUNCT
epaa-251	73	18	a	a	DET
epaa-251	73	19	dysfunctional	dysfunctional	ADJ
epaa-251	73	20	labor	labor	NOUN
epaa-251	73	21	market	market	NOUN
epaa-251	73	22	held	hold	VERB
epaa-251	73	23	hostage	hostage	NOUN
epaa-251	73	24	by	by	ADP
epaa-251	73	25	poor	poor	ADJ
epaa-251	73	26	allocation	allocation	NOUN
epaa-251	73	27	of	of	ADP
epaa-251	73	28	resources	resource	NOUN
epaa-251	73	29	,	,	PUNCT
epaa-251	73	30	disincentives	disincentive	NOUN
epaa-251	73	31	to	to	ADP
epaa-251	73	32	productivity	productivity	NOUN
epaa-251	73	33	and	and	CCONJ
epaa-251	73	34	,	,	PUNCT
epaa-251	73	35	ironically	ironically	ADV
epaa-251	73	36	,	,	PUNCT
epaa-251	73	37	inequity	inequity	NOUN
epaa-251	73	38	”	"	PUNCT
epaa-251	73	39	(	(	PUNCT
epaa-251	73	40	2001	2001	NUM
epaa-251	73	41	:	:	PUNCT
epaa-251	74	1	8)	8)	NUM
epaa-251	74	2	.	.	PUNCT
epaa-251	74	3	equal	equal	ADJ
epaa-251	74	4	pay	pay	NOUN
epaa-251	74	5	for	for	ADP
epaa-251	74	6	all	all	DET
epaa-251	74	7	teachers	teacher	NOUN
epaa-251	74	8	,	,	PUNCT
epaa-251	74	9	he	he	PRON
epaa-251	74	10	argues	argue	VERB
epaa-251	74	11	,	,	PUNCT
epaa-251	74	12	distorts	distort	VERB
epaa-251	74	13	the	the	DET
epaa-251	74	14	market	market	NOUN
epaa-251	74	15	for	for	ADP
epaa-251	74	16	teachers	teacher	NOUN
epaa-251	74	17	in	in	ADP
epaa-251	74	18	these	these	DET
epaa-251	74	19	technical	technical	ADJ
epaa-251	74	20	subject	subject	ADJ
epaa-251	74	21	areas	area	NOUN
epaa-251	74	22	.	.	PUNCT
epaa-251	75	1	wayne	wayne	PROPN
epaa-251	75	2	(	(	PUNCT
epaa-251	75	3	2000	2000	NUM
epaa-251	75	4	)	)	PUNCT
epaa-251	75	5	maintains	maintain	VERB
epaa-251	75	6	that	that	SCONJ
epaa-251	75	7	people	people	NOUN
epaa-251	75	8	are	be	AUX
epaa-251	75	9	more	more	ADV
epaa-251	75	10	apt	apt	ADJ
epaa-251	75	11	to	to	PART
epaa-251	75	12	leave	leave	VERB
epaa-251	75	13	teaching	teaching	NOUN
epaa-251	75	14	for	for	ADP
epaa-251	75	15	family	family	NOUN
epaa-251	75	16	and	and	CCONJ
epaa-251	75	17	personal	personal	ADJ
epaa-251	75	18	reasons	reason	NOUN
epaa-251	75	19	than	than	ADP
epaa-251	75	20	because	because	SCONJ
epaa-251	75	21	they	they	PRON
epaa-251	75	22	are	be	AUX
epaa-251	75	23	dissatisfied	dissatisfied	ADJ
epaa-251	75	24	with	with	ADP
epaa-251	75	25	their	their	PRON
epaa-251	75	26	job	job	NOUN
epaa-251	75	27	.	.	PUNCT
epaa-251	76	1	with	with	ADP
epaa-251	76	2	all	all	PRON
epaa-251	76	3	of	of	ADP
epaa-251	76	4	this	this	DET
epaa-251	76	5	attention	attention	NOUN
epaa-251	76	6	to	to	ADP
epaa-251	76	7	turnover	turnover	NOUN
epaa-251	76	8	,	,	PUNCT
epaa-251	76	9	it	it	PRON
epaa-251	76	10	is	be	AUX
epaa-251	76	11	easy	easy	ADJ
epaa-251	76	12	to	to	PART
epaa-251	76	13	forget	forget	VERB
epaa-251	76	14	that	that	SCONJ
epaa-251	76	15	,	,	PUNCT
epaa-251	76	16	when	when	SCONJ
epaa-251	76	17	compared	compare	VERB
epaa-251	76	18	to	to	ADP
epaa-251	76	19	other	other	ADJ
epaa-251	76	20	professions	profession	NOUN
epaa-251	76	21	,	,	PUNCT
epaa-251	76	22	teaching	teach	VERB
epaa-251	76	23	remains	remain	VERB
epaa-251	76	24	one	one	NUM
epaa-251	76	25	of	of	ADP
epaa-251	76	26	the	the	DET
epaa-251	76	27	most	most	ADV
epaa-251	76	28	stable	stable	ADJ
epaa-251	76	29	employment	employment	NOUN
epaa-251	76	30	choices	choice	NOUN
epaa-251	76	31	a	a	DET
epaa-251	76	32	recent	recent	ADJ
epaa-251	76	33	college	college	NOUN
epaa-251	76	34	graduate	graduate	NOUN
epaa-251	76	35	can	can	AUX
epaa-251	76	36	make	make	VERB
epaa-251	76	37	(	(	PUNCT
epaa-251	76	38	henke	henke	PROPN
epaa-251	76	39	,	,	PUNCT
epaa-251	76	40	zahn	zahn	PROPN
epaa-251	76	41	,	,	PUNCT
epaa-251	76	42	and	and	CCONJ
epaa-251	76	43	carroll	carroll	NOUN
epaa-251	76	44	,	,	PUNCT
epaa-251	76	45	2001	2001	NUM
epaa-251	76	46	)	)	PUNCT
epaa-251	76	47	.	.	PUNCT
epaa-251	77	1	besides	besides	SCONJ
epaa-251	77	2	turnover	turnover	NOUN
epaa-251	77	3	,	,	PUNCT
epaa-251	77	4	two	two	NUM
epaa-251	77	5	other	other	ADJ
epaa-251	77	6	major	major	ADJ
epaa-251	77	7	factors	factor	NOUN
epaa-251	77	8	are	be	AUX
epaa-251	77	9	behind	behind	ADP
epaa-251	77	10	the	the	DET
epaa-251	77	11	increasing	increase	VERB
epaa-251	77	12	demand	demand	NOUN
epaa-251	77	13	for	for	ADP
epaa-251	77	14	teachers	teacher	NOUN
epaa-251	77	15	.	.	PUNCT
epaa-251	78	1	in	in	ADP
epaa-251	78	2	some	some	DET
epaa-251	78	3	regions	region	NOUN
epaa-251	78	4	of	of	ADP
epaa-251	78	5	the	the	DET
epaa-251	78	6	country	country	NOUN
epaa-251	78	7	,	,	PUNCT
epaa-251	78	8	districts	district	NOUN
epaa-251	78	9	clearly	clearly	ADV
epaa-251	78	10	need	need	VERB
epaa-251	78	11	to	to	PART
epaa-251	78	12	hire	hire	VERB
epaa-251	78	13	more	more	ADJ
epaa-251	78	14	teachers	teacher	NOUN
epaa-251	78	15	to	to	PART
epaa-251	78	16	keep	keep	VERB
epaa-251	78	17	up	up	ADP
epaa-251	78	18	with	with	ADP
epaa-251	78	19	growing	grow	VERB
epaa-251	78	20	enrollments	enrollment	NOUN
epaa-251	78	21	.	.	PUNCT
epaa-251	79	1	despite	despite	SCONJ
epaa-251	79	2	this	this	PRON
epaa-251	79	3	,	,	PUNCT
epaa-251	79	4	when	when	SCONJ
epaa-251	79	5	we	we	PRON
epaa-251	79	6	consider	consider	VERB
epaa-251	79	7	the	the	DET
epaa-251	79	8	national	national	ADJ
epaa-251	79	9	picture	picture	NOUN
epaa-251	79	10	,	,	PUNCT
epaa-251	79	11	enrollment	enrollment	NOUN
epaa-251	79	12	growth	growth	NOUN
epaa-251	79	13	does	do	AUX
epaa-251	79	14	not	not	PART
epaa-251	79	15	appear	appear	VERB
epaa-251	79	16	to	to	PART
epaa-251	79	17	be	be	AUX
epaa-251	79	18	a	a	DET
epaa-251	79	19	big	big	ADJ
epaa-251	79	20	driver	driver	NOUN
epaa-251	79	21	of	of	ADP
epaa-251	79	22	teacher	teacher	NOUN
epaa-251	79	23	demand	demand	NOUN
epaa-251	79	24	.	.	PUNCT
epaa-251	80	1	the	the	DET
epaa-251	80	2	nation	nation	NOUN
epaa-251	80	3	’s	’s	PART
epaa-251	80	4	public	public	ADJ
epaa-251	80	5	elementary	elementary	NOUN
epaa-251	80	6	and	and	CCONJ
epaa-251	80	7	secondary	secondary	ADJ
epaa-251	80	8	school	school	NOUN
epaa-251	80	9	enrollment	enrollment	NOUN
epaa-251	80	10	,	,	PUNCT
epaa-251	80	11	for	for	ADP
epaa-251	80	12	example	example	NOUN
epaa-251	80	13	,	,	PUNCT
epaa-251	80	14	is	be	AUX
epaa-251	80	15	predicted	predict	VERB
epaa-251	80	16	to	to	PART
epaa-251	80	17	increase	increase	VERB
epaa-251	80	18	by	by	ADP
epaa-251	80	19	only	only	ADV
epaa-251	80	20	one	one	NUM
epaa-251	80	21	percent	percent	NOUN
epaa-251	80	22	between	between	ADP
epaa-251	80	23	1999	1999	NUM
epaa-251	80	24	-	-	SYM
epaa-251	80	25	2000	2000	NUM
epaa-251	80	26	and	and	CCONJ
epaa-251	80	27	2010	2010	NUM
epaa-251	80	28	-	-	SYM
epaa-251	80	29	11	11	NUM
epaa-251	80	30	;	;	PUNCT
epaa-251	80	31	between	between	ADP
epaa-251	80	32	1988	1988	NUM
epaa-251	80	33	-	-	SYM
epaa-251	80	34	89	89	NUM
epaa-251	80	35	and	and	CCONJ
epaa-251	80	36	1999	1999	NUM
epaa-251	80	37	-	-	SYM
epaa-251	80	38	2000	2000	NUM
epaa-251	80	39	,	,	PUNCT
epaa-251	80	40	it	it	PRON
epaa-251	80	41	increased	increase	VERB
epaa-251	80	42	seventeen	seventeen	NUM
epaa-251	80	43	percent	percent	NOUN
epaa-251	80	44	(	(	PUNCT
epaa-251	80	45	hussar	hussar	NOUN
epaa-251	80	46	,	,	PUNCT
epaa-251	80	47	2002	2002	NUM
epaa-251	80	48	)	)	PUNCT
epaa-251	80	49	.	.	PUNCT
epaa-251	81	1	the	the	DET
epaa-251	81	2	other	other	ADJ
epaa-251	81	3	factor	factor	NOUN
epaa-251	81	4	behind	behind	ADP
epaa-251	81	5	teacher	teacher	NOUN
epaa-251	81	6	demand	demand	NOUN
epaa-251	81	7	is	be	AUX
epaa-251	81	8	class	class	NOUN
epaa-251	81	9	size	size	NOUN
epaa-251	81	10	reduction	reduction	NOUN
epaa-251	81	11	policies	policy	NOUN
epaa-251	81	12	,	,	PUNCT
epaa-251	81	13	though	though	SCONJ
epaa-251	81	14	it	it	PRON
epaa-251	81	15	is	be	AUX
epaa-251	81	16	a	a	DET
epaa-251	81	17	phenomenon	phenomenon	NOUN
epaa-251	81	18	concentrated	concentrate	VERB
epaa-251	81	19	in	in	ADP
epaa-251	81	20	particular	particular	ADJ
epaa-251	81	21	states	state	NOUN
epaa-251	81	22	.	.	PUNCT
epaa-251	82	1	it	it	PRON
epaa-251	82	2	comes	come	VERB
epaa-251	82	3	as	as	ADP
epaa-251	82	4	no	no	DET
epaa-251	82	5	surprise	surprise	NOUN
epaa-251	82	6	that	that	SCONJ
epaa-251	82	7	when	when	SCONJ
epaa-251	82	8	states	state	NOUN
epaa-251	82	9	mandate	mandate	VERB
epaa-251	82	10	smaller	small	ADJ
epaa-251	82	11	classes	class	NOUN
epaa-251	82	12	,	,	PUNCT
epaa-251	82	13	districts	district	NOUN
epaa-251	82	14	need	need	VERB
epaa-251	82	15	more	more	ADJ
epaa-251	82	16	teachers	teacher	NOUN
epaa-251	82	17	.	.	PUNCT
epaa-251	83	1	in	in	ADP
epaa-251	83	2	the	the	DET
epaa-251	83	3	end	end	NOUN
epaa-251	83	4	,	,	PUNCT
epaa-251	83	5	it	it	PRON
epaa-251	83	6	appears	appear	VERB
epaa-251	83	7	that	that	SCONJ
epaa-251	83	8	class	class	NOUN
epaa-251	83	9	-	-	PUNCT
epaa-251	83	10	size	size	NOUN
epaa-251	83	11	reduction	reduction	NOUN
epaa-251	83	12	policies	policy	NOUN
epaa-251	83	13	do	do	VERB
epaa-251	83	14	more	more	ADJ
epaa-251	83	15	to	to	PART
epaa-251	83	16	drive	drive	VERB
epaa-251	83	17	the	the	DET
epaa-251	83	18	demand	demand	NOUN
epaa-251	83	19	for	for	ADP
epaa-251	83	20	teachers	teacher	NOUN
epaa-251	83	21	than	than	ADP
epaa-251	83	22	population	population	NOUN
epaa-251	83	23	growth	growth	NOUN
epaa-251	83	24	(	(	PUNCT
epaa-251	83	25	harrington	harrington	PROPN
epaa-251	83	26	,	,	PUNCT
epaa-251	83	27	2001	2001	NUM
epaa-251	83	28	;	;	PUNCT
epaa-251	83	29	hussar	hussar	PROPN
epaa-251	83	30	,	,	PUNCT
epaa-251	83	31	1999	1999	NUM
epaa-251	83	32	;	;	PUNCT
epaa-251	83	33	shield	shield	NOUN
epaa-251	83	34	et	et	NOUN
epaa-251	83	35	al	al	PROPN
epaa-251	83	36	2001	2001	NUM
epaa-251	83	37	)	)	PUNCT
epaa-251	83	38	.	.	PUNCT
epaa-251	84	1	quantity	quantity	NOUN
epaa-251	84	2	vs.	vs.	ADP
epaa-251	84	3	quality	quality	NOUN
epaa-251	84	4	despite	despite	SCONJ
epaa-251	84	5	all	all	PRON
epaa-251	84	6	of	of	ADP
epaa-251	84	7	this	this	DET
epaa-251	84	8	attention	attention	NOUN
epaa-251	84	9	to	to	ADP
epaa-251	84	10	quantifying	quantify	VERB
epaa-251	84	11	teacher	teacher	NOUN
epaa-251	84	12	demand	demand	NOUN
epaa-251	84	13	,	,	PUNCT
epaa-251	84	14	many	many	ADJ
epaa-251	84	15	researchers	researcher	NOUN
epaa-251	84	16	argue	argue	VERB
epaa-251	84	17	that	that	SCONJ
epaa-251	84	18	quality	quality	NOUN
epaa-251	84	19	,	,	PUNCT
epaa-251	84	20	not	not	PART
epaa-251	84	21	quantity	quantity	NOUN
epaa-251	84	22	,	,	PUNCT
epaa-251	84	23	should	should	AUX
epaa-251	84	24	be	be	AUX
epaa-251	84	25	the	the	DET
epaa-251	84	26	central	central	ADJ
epaa-251	84	27	focus	focus	NOUN
epaa-251	84	28	of	of	ADP
epaa-251	84	29	any	any	DET
epaa-251	84	30	teacher	teacher	NOUN
epaa-251	84	31	supply	supply	NOUN
epaa-251	84	32	discussion	discussion	NOUN
epaa-251	84	33	.	.	PUNCT
epaa-251	85	1	with	with	ADP
epaa-251	85	2	such	such	DET
epaa-251	85	3	a	a	DET
epaa-251	85	4	focus	focus	NOUN
epaa-251	85	5	,	,	PUNCT
epaa-251	85	6	the	the	DET
epaa-251	85	7	research	research	NOUN
epaa-251	85	8	is	be	AUX
epaa-251	85	9	forced	force	VERB
epaa-251	85	10	to	to	PART
epaa-251	85	11	take	take	VERB
epaa-251	85	12	a	a	DET
epaa-251	85	13	more	more	ADV
epaa-251	85	14	complex	complex	ADJ
epaa-251	85	15	look	look	NOUN
epaa-251	85	16	at	at	ADP
epaa-251	85	17	supply	supply	NOUN
epaa-251	85	18	and	and	CCONJ
epaa-251	85	19	demand	demand	NOUN
epaa-251	85	20	in	in	ADP
epaa-251	85	21	the	the	DET
epaa-251	85	22	teacher	teacher	NOUN
epaa-251	85	23	labor	labor	NOUN
epaa-251	85	24	market	market	NOUN
epaa-251	85	25	(	(	PUNCT
epaa-251	85	26	broughman	broughman	NOUN
epaa-251	85	27	and	and	CCONJ
epaa-251	85	28	rollefson	rollefson	NOUN
epaa-251	85	29	,	,	PUNCT
epaa-251	85	30	2000	2000	NUM
epaa-251	85	31	)	)	PUNCT
epaa-251	85	32	.	.	PUNCT
epaa-251	86	1	5	5	NUM
epaa-251	86	2	of	of	ADP
epaa-251	86	3	18	18	NUM
epaa-251	86	4	barker	barker	NOUN
epaa-251	86	5	and	and	CCONJ
epaa-251	86	6	smith	smith	PROPN
epaa-251	86	7	(	(	PUNCT
epaa-251	86	8	1997	1997	NUM
epaa-251	86	9	)	)	PUNCT
epaa-251	86	10	,	,	PUNCT
epaa-251	86	11	for	for	ADP
epaa-251	86	12	example	example	NOUN
epaa-251	86	13	,	,	PUNCT
epaa-251	86	14	note	note	VERB
epaa-251	86	15	that	that	SCONJ
epaa-251	86	16	the	the	DET
epaa-251	86	17	percentage	percentage	NOUN
epaa-251	86	18	of	of	ADP
epaa-251	86	19	teachers	teacher	NOUN
epaa-251	86	20	teaching	teach	VERB
epaa-251	86	21	out	out	ADP
epaa-251	86	22	of	of	ADP
epaa-251	86	23	field	field	NOUN
epaa-251	86	24	(	(	PUNCT
epaa-251	86	25	i.e.	i.e.	X
epaa-251	86	26	those	those	PRON
epaa-251	86	27	not	not	PART
epaa-251	86	28	holding	hold	VERB
epaa-251	86	29	a	a	DET
epaa-251	86	30	major	major	ADJ
epaa-251	86	31	or	or	CCONJ
epaa-251	86	32	minor	minor	ADJ
epaa-251	86	33	degree	degree	NOUN
epaa-251	86	34	in	in	ADP
epaa-251	86	35	the	the	DET
epaa-251	86	36	subject	subject	NOUN
epaa-251	86	37	that	that	SCONJ
epaa-251	86	38	they	they	PRON
epaa-251	86	39	teach	teach	VERB
epaa-251	86	40	)	)	PUNCT
epaa-251	86	41	is	be	AUX
epaa-251	86	42	on	on	ADP
epaa-251	86	43	the	the	DET
epaa-251	86	44	rise	rise	NOUN
epaa-251	86	45	.	.	PUNCT
epaa-251	87	1	this	this	DET
epaa-251	87	2	finding	finding	NOUN
epaa-251	87	3	suggests	suggest	VERB
epaa-251	87	4	there	there	PRON
epaa-251	87	5	is	be	VERB
epaa-251	87	6	a	a	DET
epaa-251	87	7	teacher	teacher	NOUN
epaa-251	87	8	quality	quality	NOUN
epaa-251	87	9	shortage	shortage	NOUN
epaa-251	87	10	rather	rather	ADV
epaa-251	87	11	than	than	ADP
epaa-251	87	12	a	a	DET
epaa-251	87	13	teacher	teacher	NOUN
epaa-251	87	14	quantity	quantity	NOUN
epaa-251	87	15	shortage	shortage	NOUN
epaa-251	87	16	.	.	PUNCT
epaa-251	88	1	ingersoll	ingersoll	PROPN
epaa-251	88	2	(	(	PUNCT
epaa-251	88	3	1997	1997	NUM
epaa-251	88	4	)	)	PUNCT
epaa-251	88	5	echoes	echo	VERB
epaa-251	88	6	this	this	DET
epaa-251	88	7	sentiment	sentiment	NOUN
epaa-251	88	8	,	,	PUNCT
epaa-251	88	9	stating	state	VERB
epaa-251	88	10	that	that	SCONJ
epaa-251	88	11	while	while	SCONJ
epaa-251	88	12	many	many	ADJ
epaa-251	88	13	schools	school	NOUN
epaa-251	88	14	report	report	VERB
epaa-251	88	15	difficulty	difficulty	NOUN
epaa-251	88	16	in	in	ADP
epaa-251	88	17	finding	find	VERB
epaa-251	88	18	quality	quality	NOUN
epaa-251	88	19	teachers	teacher	NOUN
epaa-251	88	20	,	,	PUNCT
epaa-251	88	21	few	few	ADJ
epaa-251	88	22	have	have	VERB
epaa-251	88	23	problems	problem	NOUN
epaa-251	88	24	just	just	ADV
epaa-251	88	25	filling	fill	VERB
epaa-251	88	26	positions	position	NOUN
epaa-251	88	27	.	.	PUNCT
epaa-251	89	1	this	this	DET
epaa-251	89	2	argument	argument	NOUN
epaa-251	89	3	for	for	ADP
epaa-251	89	4	quality	quality	NOUN
epaa-251	89	5	,	,	PUNCT
epaa-251	89	6	however	however	ADV
epaa-251	89	7	,	,	PUNCT
epaa-251	89	8	assumes	assume	VERB
epaa-251	89	9	that	that	SCONJ
epaa-251	89	10	there	there	PRON
epaa-251	89	11	is	be	VERB
epaa-251	89	12	widespread	widespread	ADJ
epaa-251	89	13	agreement	agreement	NOUN
epaa-251	89	14	on	on	ADP
epaa-251	89	15	what	what	PRON
epaa-251	89	16	constitutes	constitute	VERB
epaa-251	89	17	a	a	DET
epaa-251	89	18	quality	quality	NOUN
epaa-251	89	19	teacher	teacher	NOUN
epaa-251	89	20	(	(	PUNCT
epaa-251	89	21	i.e.	i.e.	X
epaa-251	89	22	,	,	PUNCT
epaa-251	89	23	certification	certification	NOUN
epaa-251	89	24	,	,	PUNCT
epaa-251	89	25	major	major	ADJ
epaa-251	89	26	in	in	ADP
epaa-251	89	27	subject	subject	ADJ
epaa-251	89	28	area	area	NOUN
epaa-251	89	29	,	,	PUNCT
epaa-251	89	30	etc	etc	X
epaa-251	89	31	.	.	X
epaa-251	89	32	)	)	PUNCT
epaa-251	89	33	.	.	PUNCT
epaa-251	90	1	unfortunately	unfortunately	ADV
epaa-251	90	2	,	,	PUNCT
epaa-251	90	3	there	there	PRON
epaa-251	90	4	is	be	VERB
epaa-251	90	5	at	at	ADP
epaa-251	90	6	present	present	ADJ
epaa-251	90	7	no	no	DET
epaa-251	90	8	such	such	ADJ
epaa-251	90	9	agreement	agreement	NOUN
epaa-251	90	10	.	.	PUNCT
epaa-251	91	1	(	(	PUNCT
epaa-251	91	2	note	note	VERB
epaa-251	91	3	7	7	NUM
epaa-251	91	4	)	)	PUNCT
epaa-251	91	5	distribution	distribution	NOUN
epaa-251	91	6	of	of	ADP
epaa-251	91	7	teachers	teacher	NOUN
epaa-251	91	8	in	in	ADP
epaa-251	91	9	addition	addition	NOUN
epaa-251	91	10	to	to	ADP
epaa-251	91	11	teacher	teacher	NOUN
epaa-251	91	12	demand	demand	NOUN
epaa-251	91	13	and	and	CCONJ
epaa-251	91	14	teacher	teacher	NOUN
epaa-251	91	15	quality	quality	NOUN
epaa-251	91	16	,	,	PUNCT
epaa-251	91	17	researchers	researcher	NOUN
epaa-251	91	18	have	have	AUX
epaa-251	91	19	looked	look	VERB
epaa-251	91	20	at	at	ADP
epaa-251	91	21	the	the	DET
epaa-251	91	22	distribution	distribution	NOUN
epaa-251	91	23	of	of	ADP
epaa-251	91	24	teachers	teacher	NOUN
epaa-251	91	25	among	among	ADP
epaa-251	91	26	different	different	ADJ
epaa-251	91	27	kinds	kind	NOUN
epaa-251	91	28	of	of	ADP
epaa-251	91	29	schools	school	NOUN
epaa-251	91	30	and	and	CCONJ
epaa-251	91	31	districts	district	NOUN
epaa-251	91	32	,	,	PUNCT
epaa-251	91	33	suggesting	suggest	VERB
epaa-251	91	34	that	that	SCONJ
epaa-251	91	35	quantity	quantity	NOUN
epaa-251	91	36	and	and	CCONJ
epaa-251	91	37	quality	quality	NOUN
epaa-251	91	38	vary	vary	VERB
epaa-251	91	39	across	across	ADP
epaa-251	91	40	subject	subject	ADJ
epaa-251	91	41	areas	area	NOUN
epaa-251	91	42	,	,	PUNCT
epaa-251	91	43	geographic	geographic	ADJ
epaa-251	91	44	regions	region	NOUN
epaa-251	91	45	,	,	PUNCT
epaa-251	91	46	and	and	CCONJ
epaa-251	91	47	social	social	ADJ
epaa-251	91	48	and	and	CCONJ
epaa-251	91	49	economic	economic	ADJ
epaa-251	91	50	dimensions	dimension	NOUN
epaa-251	91	51	.	.	PUNCT
epaa-251	92	1	math	math	NOUN
epaa-251	92	2	,	,	PUNCT
epaa-251	92	3	science	science	NOUN
epaa-251	92	4	,	,	PUNCT
epaa-251	92	5	and	and	CCONJ
epaa-251	92	6	foreign	foreign	ADJ
epaa-251	92	7	language	language	NOUN
epaa-251	92	8	teachers	teacher	NOUN
epaa-251	92	9	often	often	ADV
epaa-251	92	10	lead	lead	VERB
epaa-251	92	11	the	the	DET
epaa-251	92	12	list	list	NOUN
epaa-251	92	13	of	of	ADP
epaa-251	92	14	high	high	ADJ
epaa-251	92	15	demand	demand	NOUN
epaa-251	92	16	subject	subject	NOUN
epaa-251	92	17	areas	area	NOUN
epaa-251	92	18	.	.	PUNCT
epaa-251	93	1	a	a	DET
epaa-251	93	2	texas	texas	PROPN
epaa-251	93	3	study	study	NOUN
epaa-251	93	4	of	of	ADP
epaa-251	93	5	teacher	teacher	NOUN
epaa-251	93	6	supply	supply	NOUN
epaa-251	93	7	and	and	CCONJ
epaa-251	93	8	demand	demand	NOUN
epaa-251	93	9	for	for	ADP
epaa-251	93	10	the	the	DET
epaa-251	93	11	2001	2001	NUM
epaa-251	93	12	-	-	SYM
epaa-251	93	13	02	02	NUM
epaa-251	93	14	school	school	NOUN
epaa-251	93	15	year	year	NOUN
epaa-251	93	16	,	,	PUNCT
epaa-251	93	17	for	for	ADP
epaa-251	93	18	example	example	NOUN
epaa-251	93	19	,	,	PUNCT
epaa-251	93	20	found	find	VERB
epaa-251	93	21	that	that	SCONJ
epaa-251	93	22	most	most	ADJ
epaa-251	93	23	districts	district	NOUN
epaa-251	93	24	in	in	ADP
epaa-251	93	25	the	the	DET
epaa-251	93	26	state	state	NOUN
epaa-251	93	27	were	be	AUX
epaa-251	93	28	able	able	ADJ
epaa-251	93	29	to	to	PART
epaa-251	93	30	hire	hire	VERB
epaa-251	93	31	enough	enough	ADJ
epaa-251	93	32	teachers	teacher	NOUN
epaa-251	93	33	to	to	PART
epaa-251	93	34	fill	fill	VERB
epaa-251	93	35	their	their	PRON
epaa-251	93	36	vacancies	vacancy	NOUN
epaa-251	93	37	.	.	PUNCT
epaa-251	94	1	the	the	DET
epaa-251	94	2	problem	problem	NOUN
epaa-251	94	3	areas	area	NOUN
epaa-251	94	4	were	be	AUX
epaa-251	94	5	secondary	secondary	ADJ
epaa-251	94	6	level	level	NOUN
epaa-251	94	7	teachers	teacher	NOUN
epaa-251	94	8	in	in	ADP
epaa-251	94	9	four	four	NUM
epaa-251	94	10	subjects	subject	NOUN
epaa-251	94	11	:	:	PUNCT
epaa-251	94	12	science	science	NOUN
epaa-251	94	13	(	(	PUNCT
epaa-251	94	14	3	3	NUM
epaa-251	94	15	percent	percent	NOUN
epaa-251	94	16	unfilled	unfilled	ADJ
epaa-251	94	17	at	at	ADP
epaa-251	94	18	the	the	DET
epaa-251	94	19	start	start	NOUN
epaa-251	94	20	of	of	ADP
epaa-251	94	21	the	the	DET
epaa-251	94	22	school	school	NOUN
epaa-251	94	23	year	year	NOUN
epaa-251	94	24	)	)	PUNCT
epaa-251	94	25	,	,	PUNCT
epaa-251	94	26	foreign	foreign	ADJ
epaa-251	94	27	language	language	NOUN
epaa-251	94	28	(	(	PUNCT
epaa-251	94	29	16	16	NUM
epaa-251	94	30	percent	percent	NOUN
epaa-251	94	31	)	)	PUNCT
epaa-251	94	32	,	,	PUNCT
epaa-251	94	33	technology	technology	NOUN
epaa-251	94	34	(	(	PUNCT
epaa-251	94	35	10	10	NUM
epaa-251	94	36	percent	percent	NOUN
epaa-251	94	37	)	)	PUNCT
epaa-251	94	38	,	,	PUNCT
epaa-251	94	39	and	and	CCONJ
epaa-251	94	40	bilingual	bilingual	PROPN
epaa-251	94	41	/	/	SYM
epaa-251	94	42	esl	esl	PROPN
epaa-251	94	43	(	(	PUNCT
epaa-251	94	44	26	26	NUM
epaa-251	94	45	percent	percent	NOUN
epaa-251	94	46	)	)	PUNCT
epaa-251	94	47	(	(	PUNCT
epaa-251	94	48	sparks	spark	VERB
epaa-251	94	49	,	,	PUNCT
epaa-251	94	50	2002	2002	NUM
epaa-251	94	51	)	)	PUNCT
epaa-251	94	52	.	.	PUNCT
epaa-251	95	1	though	though	SCONJ
epaa-251	95	2	it	it	PRON
epaa-251	95	3	did	do	AUX
epaa-251	95	4	not	not	PART
epaa-251	95	5	emerge	emerge	VERB
epaa-251	95	6	in	in	ADP
epaa-251	95	7	the	the	DET
epaa-251	95	8	texas	texas	PROPN
epaa-251	95	9	study	study	NOUN
epaa-251	95	10	,	,	PUNCT
epaa-251	95	11	special	special	ADJ
epaa-251	95	12	education	education	NOUN
epaa-251	95	13	is	be	AUX
epaa-251	95	14	also	also	ADV
epaa-251	95	15	considered	consider	VERB
epaa-251	95	16	a	a	DET
epaa-251	95	17	high	high	ADJ
epaa-251	95	18	demand	demand	NOUN
epaa-251	95	19	subject	subject	NOUN
epaa-251	95	20	area	area	NOUN
epaa-251	95	21	across	across	ADP
epaa-251	95	22	the	the	DET
epaa-251	95	23	nation	nation	NOUN
epaa-251	95	24	(	(	PUNCT
epaa-251	95	25	hare	hare	PROPN
epaa-251	95	26	,	,	PUNCT
epaa-251	95	27	nathan	nathan	PROPN
epaa-251	95	28	,	,	PUNCT
epaa-251	95	29	and	and	CCONJ
epaa-251	95	30	darland	darland	ADV
epaa-251	95	31	,	,	PUNCT
epaa-251	95	32	2000	2000	NUM
epaa-251	95	33	;	;	PUNCT
epaa-251	95	34	sack	sack	NOUN
epaa-251	95	35	,	,	PUNCT
epaa-251	95	36	1999	1999	NUM
epaa-251	95	37	;	;	PUNCT
epaa-251	95	38	the	the	DET
epaa-251	95	39	urban	urban	ADJ
epaa-251	95	40	teacher	teacher	NOUN
epaa-251	95	41	challenge	challenge	NOUN
epaa-251	95	42	,	,	PUNCT
epaa-251	95	43	2000	2000	NUM
epaa-251	95	44	)	)	PUNCT
epaa-251	95	45	.	.	PUNCT
epaa-251	96	1	in	in	ADP
epaa-251	96	2	the	the	DET
epaa-251	96	3	case	case	NOUN
epaa-251	96	4	of	of	ADP
epaa-251	96	5	special	special	ADJ
epaa-251	96	6	education	education	NOUN
epaa-251	96	7	,	,	PUNCT
epaa-251	96	8	there	there	PRON
epaa-251	96	9	is	be	VERB
epaa-251	96	10	evidence	evidence	NOUN
epaa-251	96	11	of	of	ADP
epaa-251	96	12	a	a	DET
epaa-251	96	13	combined	combine	VERB
epaa-251	96	14	quality	quality	NOUN
epaa-251	96	15	and	and	CCONJ
epaa-251	96	16	absolute	absolute	ADJ
epaa-251	96	17	quantity	quantity	NOUN
epaa-251	96	18	shortage	shortage	NOUN
epaa-251	96	19	.	.	PUNCT
epaa-251	97	1	boe	boe	PROPN
epaa-251	97	2	,	,	PUNCT
epaa-251	97	3	et	et	PROPN
epaa-251	97	4	al	al	PROPN
epaa-251	97	5	(	(	PUNCT
epaa-251	97	6	1998	1998	NUM
epaa-251	97	7	)	)	PUNCT
epaa-251	97	8	,	,	PUNCT
epaa-251	97	9	for	for	ADP
epaa-251	97	10	example	example	NOUN
epaa-251	97	11	,	,	PUNCT
epaa-251	97	12	found	find	VERB
epaa-251	97	13	that	that	SCONJ
epaa-251	97	14	the	the	DET
epaa-251	97	15	percent	percent	NOUN
epaa-251	97	16	of	of	ADP
epaa-251	97	17	special	special	ADJ
epaa-251	97	18	education	education	NOUN
epaa-251	97	19	teachers	teacher	NOUN
epaa-251	97	20	who	who	PRON
epaa-251	97	21	lacked	lack	VERB
epaa-251	97	22	full	full	ADJ
epaa-251	97	23	certification	certification	NOUN
epaa-251	97	24	ranged	range	VERB
epaa-251	97	25	from	from	ADP
epaa-251	97	26	8	8	NUM
epaa-251	97	27	-	-	SYM
epaa-251	97	28	10	10	NUM
epaa-251	97	29	%	%	NOUN
epaa-251	97	30	in	in	ADP
epaa-251	97	31	the	the	DET
epaa-251	97	32	years	year	NOUN
epaa-251	97	33	between	between	ADP
epaa-251	97	34	1984	1984	NUM
epaa-251	97	35	-	-	SYM
epaa-251	97	36	85	85	NUM
epaa-251	97	37	and	and	CCONJ
epaa-251	97	38	1992	1992	NUM
epaa-251	97	39	-	-	SYM
epaa-251	97	40	93	93	NUM
epaa-251	97	41	.	.	PUNCT
epaa-251	98	1	this	this	PRON
epaa-251	98	2	was	be	AUX
epaa-251	98	3	almost	almost	ADV
epaa-251	98	4	twice	twice	DET
epaa-251	98	5	the	the	DET
epaa-251	98	6	percentage	percentage	NOUN
epaa-251	98	7	of	of	ADP
epaa-251	98	8	regular	regular	ADJ
epaa-251	98	9	education	education	NOUN
epaa-251	98	10	teachers	teacher	NOUN
epaa-251	98	11	who	who	PRON
epaa-251	98	12	lacked	lack	VERB
epaa-251	98	13	full	full	ADJ
epaa-251	98	14	certification	certification	NOUN
epaa-251	98	15	.	.	PUNCT
epaa-251	99	1	given	give	VERB
epaa-251	99	2	that	that	SCONJ
epaa-251	99	3	the	the	DET
epaa-251	99	4	number	number	NOUN
epaa-251	99	5	of	of	ADP
epaa-251	99	6	children	child	NOUN
epaa-251	99	7	identified	identify	VERB
epaa-251	99	8	for	for	ADP
epaa-251	99	9	special	special	ADJ
epaa-251	99	10	education	education	NOUN
epaa-251	99	11	has	have	AUX
epaa-251	99	12	risen	rise	VERB
epaa-251	99	13	over	over	ADP
epaa-251	99	14	the	the	DET
epaa-251	99	15	past	past	ADJ
epaa-251	99	16	10	10	NUM
epaa-251	99	17	years	year	NOUN
epaa-251	99	18	,	,	PUNCT
epaa-251	99	19	it	it	PRON
epaa-251	99	20	would	would	AUX
epaa-251	99	21	appear	appear	VERB
epaa-251	99	22	likely	likely	ADJ
epaa-251	99	23	that	that	SCONJ
epaa-251	99	24	that	that	DET
epaa-251	99	25	percentage	percentage	NOUN
epaa-251	99	26	has	have	AUX
epaa-251	99	27	continued	continue	VERB
epaa-251	99	28	to	to	PART
epaa-251	99	29	increase	increase	VERB
epaa-251	99	30	.	.	PUNCT
epaa-251	100	1	(	(	PUNCT
epaa-251	100	2	note	note	VERB
epaa-251	100	3	8)	8)	NUM
epaa-251	100	4	other	other	ADJ
epaa-251	100	5	research	research	NOUN
epaa-251	100	6	has	have	AUX
epaa-251	100	7	indicated	indicate	VERB
epaa-251	100	8	that	that	SCONJ
epaa-251	100	9	the	the	DET
epaa-251	100	10	impact	impact	NOUN
epaa-251	100	11	of	of	ADP
epaa-251	100	12	quality	quality	NOUN
epaa-251	100	13	shortages	shortage	NOUN
epaa-251	100	14	is	be	AUX
epaa-251	100	15	distributed	distribute	VERB
epaa-251	100	16	unevenly	unevenly	ADV
epaa-251	100	17	across	across	ADP
epaa-251	100	18	location	location	NOUN
epaa-251	100	19	and	and	CCONJ
epaa-251	100	20	social	social	ADJ
epaa-251	100	21	class	class	NOUN
epaa-251	100	22	.	.	PUNCT
epaa-251	101	1	shields	shield	NOUN
epaa-251	101	2	et	et	PROPN
epaa-251	101	3	al	al	PROPN
epaa-251	101	4	(	(	PUNCT
epaa-251	101	5	2001	2001	NUM
epaa-251	101	6	)	)	PUNCT
epaa-251	101	7	,	,	PUNCT
epaa-251	101	8	for	for	ADP
epaa-251	101	9	example	example	NOUN
epaa-251	101	10	,	,	PUNCT
epaa-251	101	11	found	find	VERB
epaa-251	101	12	that	that	SCONJ
epaa-251	101	13	the	the	DET
epaa-251	101	14	bulk	bulk	NOUN
epaa-251	101	15	of	of	ADP
epaa-251	101	16	teacher	teacher	NOUN
epaa-251	101	17	shortages	shortage	NOUN
epaa-251	101	18	in	in	ADP
epaa-251	101	19	california	california	PROPN
epaa-251	101	20	were	be	AUX
epaa-251	101	21	concentrated	concentrate	VERB
epaa-251	101	22	in	in	ADP
epaa-251	101	23	urban	urban	ADJ
epaa-251	101	24	,	,	PUNCT
epaa-251	101	25	low	low	ADJ
epaa-251	101	26	income	income	NOUN
epaa-251	101	27	,	,	PUNCT
epaa-251	101	28	low	low	ADJ
epaa-251	101	29	performing	performing	NOUN
epaa-251	101	30	,	,	PUNCT
epaa-251	101	31	and	and	CCONJ
epaa-251	101	32	minority	minority	NOUN
epaa-251	101	33	schools	school	NOUN
epaa-251	101	34	.	.	PUNCT
epaa-251	102	1	during	during	ADP
epaa-251	102	2	the	the	DET
epaa-251	102	3	2000	2000	NUM
epaa-251	102	4	-	-	SYM
epaa-251	102	5	2001	2001	NUM
epaa-251	102	6	school	school	NOUN
epaa-251	102	7	year	year	NOUN
epaa-251	102	8	,	,	PUNCT
epaa-251	102	9	urban	urban	ADJ
epaa-251	102	10	schools	school	NOUN
epaa-251	102	11	had	have	VERB
epaa-251	102	12	on	on	ADP
epaa-251	102	13	average	average	ADJ
epaa-251	102	14	19	19	NUM
epaa-251	102	15	%	%	NOUN
epaa-251	102	16	uncertified	uncertified	ADJ
epaa-251	102	17	teachers	teacher	NOUN
epaa-251	102	18	,	,	PUNCT
epaa-251	102	19	compared	compare	VERB
epaa-251	102	20	with	with	ADP
epaa-251	102	21	9	9	NUM
epaa-251	102	22	%	%	NOUN
epaa-251	102	23	in	in	ADP
epaa-251	102	24	suburban	suburban	ADJ
epaa-251	102	25	and	and	CCONJ
epaa-251	102	26	rural	rural	ADJ
epaa-251	102	27	schools	school	NOUN
epaa-251	102	28	.	.	PUNCT
epaa-251	103	1	carroll	carroll	PROPN
epaa-251	103	2	and	and	CCONJ
epaa-251	103	3	his	his	PRON
epaa-251	103	4	colleagues	colleague	NOUN
epaa-251	103	5	reached	reach	VERB
epaa-251	103	6	similar	similar	ADJ
epaa-251	103	7	conclusions	conclusion	NOUN
epaa-251	103	8	about	about	ADP
epaa-251	103	9	the	the	DET
epaa-251	103	10	distribution	distribution	NOUN
epaa-251	103	11	of	of	ADP
epaa-251	103	12	teachers	teacher	NOUN
epaa-251	103	13	in	in	ADP
epaa-251	103	14	california	california	PROPN
epaa-251	103	15	.	.	PUNCT
epaa-251	104	1	they	they	PRON
epaa-251	104	2	noted	note	VERB
epaa-251	104	3	that	that	SCONJ
epaa-251	104	4	when	when	SCONJ
epaa-251	104	5	teachers	teacher	NOUN
epaa-251	104	6	moved	move	VERB
epaa-251	104	7	from	from	ADP
epaa-251	104	8	one	one	NUM
epaa-251	104	9	district	district	NOUN
epaa-251	104	10	to	to	ADP
epaa-251	104	11	another	another	PRON
epaa-251	104	12	,	,	PUNCT
epaa-251	104	13	or	or	CCONJ
epaa-251	104	14	from	from	ADP
epaa-251	104	15	school	school	NOUN
epaa-251	104	16	to	to	ADP
epaa-251	104	17	school	school	NOUN
epaa-251	104	18	within	within	ADP
epaa-251	104	19	a	a	DET
epaa-251	104	20	district	district	NOUN
epaa-251	104	21	,	,	PUNCT
epaa-251	104	22	they	they	PRON
epaa-251	104	23	were	be	AUX
epaa-251	104	24	likely	likely	ADJ
epaa-251	104	25	to	to	PART
epaa-251	104	26	move	move	VERB
epaa-251	104	27	to	to	ADP
epaa-251	104	28	schools	school	NOUN
epaa-251	104	29	that	that	PRON
epaa-251	104	30	served	serve	VERB
epaa-251	104	31	fewer	few	ADJ
epaa-251	104	32	minority	minority	NOUN
epaa-251	104	33	students	student	NOUN
epaa-251	104	34	and	and	CCONJ
epaa-251	104	35	fewer	few	ADJ
epaa-251	104	36	students	student	NOUN
epaa-251	104	37	eligible	eligible	ADJ
epaa-251	104	38	for	for	ADP
epaa-251	104	39	free	free	ADJ
epaa-251	104	40	and	and	CCONJ
epaa-251	104	41	reduced	reduce	VERB
epaa-251	104	42	lunch	lunch	NOUN
epaa-251	104	43	programs	program	NOUN
epaa-251	104	44	(	(	PUNCT
epaa-251	104	45	carroll	carroll	PROPN
epaa-251	104	46	,	,	PUNCT
epaa-251	104	47	et	et	PROPN
epaa-251	104	48	al	al	PROPN
epaa-251	104	49	,	,	PUNCT
epaa-251	104	50	2000	2000	NUM
epaa-251	104	51	)	)	PUNCT
epaa-251	104	52	.	.	PUNCT
epaa-251	105	1	finally	finally	ADV
epaa-251	105	2	,	,	PUNCT
epaa-251	105	3	school	school	NOUN
epaa-251	105	4	districts	district	NOUN
epaa-251	105	5	appear	appear	VERB
epaa-251	105	6	to	to	PART
epaa-251	105	7	be	be	AUX
epaa-251	105	8	finding	find	VERB
epaa-251	105	9	it	it	PRON
epaa-251	105	10	increasingly	increasingly	ADV
epaa-251	105	11	difficult	difficult	ADJ
epaa-251	105	12	to	to	PART
epaa-251	105	13	assemble	assemble	VERB
epaa-251	105	14	a	a	DET
epaa-251	105	15	diverse	diverse	ADJ
epaa-251	105	16	group	group	NOUN
epaa-251	105	17	of	of	ADP
epaa-251	105	18	teachers	teacher	NOUN
epaa-251	105	19	for	for	ADP
epaa-251	105	20	their	their	PRON
epaa-251	105	21	schools	school	NOUN
epaa-251	105	22	.	.	PUNCT
epaa-251	106	1	several	several	ADJ
epaa-251	106	2	different	different	ADJ
epaa-251	106	3	sources	source	NOUN
epaa-251	106	4	have	have	AUX
epaa-251	106	5	identified	identify	VERB
epaa-251	106	6	a	a	DET
epaa-251	106	7	shortage	shortage	NOUN
epaa-251	106	8	of	of	ADP
epaa-251	106	9	teachers	teacher	NOUN
epaa-251	106	10	of	of	ADP
epaa-251	106	11	color	color	NOUN
epaa-251	106	12	as	as	ADP
epaa-251	106	13	another	another	DET
epaa-251	106	14	dimension	dimension	NOUN
epaa-251	106	15	of	of	ADP
epaa-251	106	16	the	the	DET
epaa-251	106	17	teacher	teacher	NOUN
epaa-251	106	18	supply	supply	NOUN
epaa-251	106	19	6	6	NUM
epaa-251	106	20	of	of	ADP
epaa-251	106	21	18	18	NUM
epaa-251	106	22	question	question	NOUN
epaa-251	106	23	(	(	PUNCT
epaa-251	106	24	grissmer	grissmer	NOUN
epaa-251	106	25	and	and	CCONJ
epaa-251	106	26	kirby	kirby	PROPN
epaa-251	106	27	,	,	PUNCT
epaa-251	106	28	1997	1997	NUM
epaa-251	106	29	;	;	PUNCT
epaa-251	106	30	kirby	kirby	PROPN
epaa-251	106	31	,	,	PUNCT
epaa-251	106	32	berends	berend	NOUN
epaa-251	106	33	and	and	CCONJ
epaa-251	106	34	naftel	naftel	NOUN
epaa-251	106	35	,	,	PUNCT
epaa-251	106	36	1999	1999	NUM
epaa-251	106	37	;	;	PUNCT
epaa-251	106	38	lewis	lewis	PROPN
epaa-251	106	39	,	,	PUNCT
epaa-251	106	40	1996	1996	NUM
epaa-251	106	41	;	;	PUNCT
epaa-251	106	42	the	the	DET
epaa-251	106	43	urban	urban	ADJ
epaa-251	106	44	teacher	teacher	NOUN
epaa-251	106	45	challenge	challenge	NOUN
epaa-251	106	46	,	,	PUNCT
epaa-251	106	47	2000	2000	NUM
epaa-251	106	48	)	)	PUNCT
epaa-251	106	49	.	.	PUNCT
epaa-251	107	1	the	the	DET
epaa-251	107	2	literature	literature	NOUN
epaa-251	107	3	discussed	discuss	VERB
epaa-251	107	4	above	above	ADP
epaa-251	107	5	primarily	primarily	ADV
epaa-251	107	6	focuses	focus	VERB
epaa-251	107	7	on	on	ADP
epaa-251	107	8	the	the	DET
epaa-251	107	9	demand	demand	NOUN
epaa-251	107	10	for	for	ADP
epaa-251	107	11	teachers	teacher	NOUN
epaa-251	107	12	.	.	PUNCT
epaa-251	108	1	while	while	SCONJ
epaa-251	108	2	some	some	DET
epaa-251	108	3	information	information	NOUN
epaa-251	108	4	is	be	AUX
epaa-251	108	5	available	available	ADJ
epaa-251	108	6	about	about	ADP
epaa-251	108	7	teacher	teacher	NOUN
epaa-251	108	8	quality	quality	NOUN
epaa-251	108	9	and	and	CCONJ
epaa-251	108	10	distribution	distribution	NOUN
epaa-251	108	11	,	,	PUNCT
epaa-251	108	12	adding	add	VERB
epaa-251	108	13	valuable	valuable	ADJ
epaa-251	108	14	perspective	perspective	NOUN
epaa-251	108	15	on	on	ADP
epaa-251	108	16	shortages	shortage	NOUN
epaa-251	108	17	of	of	ADP
epaa-251	108	18	certified	certified	ADJ
epaa-251	108	19	teachers	teacher	NOUN
epaa-251	108	20	,	,	PUNCT
epaa-251	108	21	those	those	DET
epaa-251	108	22	studies	study	NOUN
epaa-251	108	23	are	be	AUX
epaa-251	108	24	generally	generally	ADV
epaa-251	108	25	limited	limit	VERB
epaa-251	108	26	to	to	ADP
epaa-251	108	27	state	state	NOUN
epaa-251	108	28	-	-	PUNCT
epaa-251	108	29	level	level	NOUN
epaa-251	108	30	data	datum	NOUN
epaa-251	108	31	.	.	PUNCT
epaa-251	109	1	finally	finally	ADV
epaa-251	109	2	,	,	PUNCT
epaa-251	109	3	it	it	PRON
epaa-251	109	4	is	be	AUX
epaa-251	109	5	unclear	unclear	ADJ
epaa-251	109	6	from	from	ADP
epaa-251	109	7	any	any	PRON
epaa-251	109	8	of	of	ADP
epaa-251	109	9	the	the	DET
epaa-251	109	10	research	research	NOUN
epaa-251	109	11	how	how	SCONJ
epaa-251	109	12	many	many	ADJ
epaa-251	109	13	districts	district	NOUN
epaa-251	109	14	start	start	VERB
epaa-251	109	15	the	the	DET
epaa-251	109	16	year	year	NOUN
epaa-251	109	17	with	with	ADP
epaa-251	109	18	unfilled	unfilled	ADJ
epaa-251	109	19	teaching	teaching	NOUN
epaa-251	109	20	positions	position	NOUN
epaa-251	109	21	and	and	CCONJ
epaa-251	109	22	which	which	PRON
epaa-251	109	23	students	student	VERB
epaa-251	109	24	those	those	DET
epaa-251	109	25	districts	district	NOUN
epaa-251	109	26	serve	serve	VERB
epaa-251	109	27	.	.	PUNCT
epaa-251	110	1	the	the	DET
epaa-251	110	2	next	next	ADJ
epaa-251	110	3	section	section	NOUN
epaa-251	110	4	uses	use	VERB
epaa-251	110	5	national	national	ADJ
epaa-251	110	6	data	datum	NOUN
epaa-251	110	7	to	to	PART
epaa-251	110	8	examine	examine	VERB
epaa-251	110	9	the	the	DET
epaa-251	110	10	impact	impact	NOUN
epaa-251	110	11	of	of	ADP
epaa-251	110	12	teacher	teacher	NOUN
epaa-251	110	13	shortages	shortage	NOUN
epaa-251	110	14	on	on	ADP
epaa-251	110	15	district	district	NOUN
epaa-251	110	16	efforts	effort	NOUN
epaa-251	110	17	to	to	PART
epaa-251	110	18	fill	fill	VERB
epaa-251	110	19	open	open	ADJ
epaa-251	110	20	positions	position	NOUN
epaa-251	110	21	.	.	PUNCT
epaa-251	111	1	while	while	SCONJ
epaa-251	111	2	data	datum	NOUN
epaa-251	111	3	limitations	limitation	NOUN
epaa-251	111	4	preclude	preclude	VERB
epaa-251	111	5	a	a	DET
epaa-251	111	6	precise	precise	ADJ
epaa-251	111	7	estimate	estimate	NOUN
epaa-251	111	8	of	of	ADP
epaa-251	111	9	the	the	DET
epaa-251	111	10	shortage	shortage	NOUN
epaa-251	111	11	,	,	PUNCT
epaa-251	111	12	the	the	DET
epaa-251	111	13	analysis	analysis	NOUN
epaa-251	111	14	does	do	AUX
epaa-251	111	15	take	take	VERB
epaa-251	111	16	into	into	ADP
epaa-251	111	17	account	account	NOUN
epaa-251	111	18	distributional	distributional	ADJ
epaa-251	111	19	issues	issue	NOUN
epaa-251	111	20	by	by	ADP
epaa-251	111	21	measuring	measure	VERB
epaa-251	111	22	the	the	DET
epaa-251	111	23	impact	impact	NOUN
epaa-251	111	24	of	of	ADP
epaa-251	111	25	the	the	DET
epaa-251	111	26	shortage	shortage	NOUN
epaa-251	111	27	across	across	ADP
epaa-251	111	28	different	different	ADJ
epaa-251	111	29	social	social	ADJ
epaa-251	111	30	and	and	CCONJ
epaa-251	111	31	geographic	geographic	ADJ
epaa-251	111	32	dimensions	dimension	NOUN
epaa-251	111	33	.	.	PUNCT
epaa-251	112	1	iii	iii	X
epaa-251	112	2	.	.	NOUN
epaa-251	113	1	calculating	calculate	VERB
epaa-251	113	2	estimates	estimate	NOUN
epaa-251	113	3	over	over	ADP
epaa-251	113	4	the	the	DET
epaa-251	113	5	last	last	ADJ
epaa-251	113	6	15	15	NUM
epaa-251	113	7	years	year	NOUN
epaa-251	113	8	,	,	PUNCT
epaa-251	113	9	the	the	DET
epaa-251	113	10	u.s	u.s	PROPN
epaa-251	113	11	.	.	PROPN
epaa-251	113	12	education	education	PROPN
epaa-251	113	13	department	department	PROPN
epaa-251	113	14	’s	’s	PART
epaa-251	113	15	national	national	ADJ
epaa-251	113	16	center	center	NOUN
epaa-251	113	17	for	for	ADP
epaa-251	113	18	education	education	NOUN
epaa-251	113	19	statistics	statistic	NOUN
epaa-251	113	20	(	(	PUNCT
epaa-251	113	21	nces	nce	NOUN
epaa-251	113	22	)	)	PUNCT
epaa-251	113	23	has	have	AUX
epaa-251	113	24	used	use	VERB
epaa-251	113	25	its	its	PRON
epaa-251	113	26	schools	school	NOUN
epaa-251	113	27	and	and	CCONJ
epaa-251	113	28	staffing	staffing	NOUN
epaa-251	113	29	survey	survey	NOUN
epaa-251	113	30	(	(	PUNCT
epaa-251	113	31	sass	sass	PROPN
epaa-251	113	32	)	)	PUNCT
epaa-251	113	33	to	to	PART
epaa-251	113	34	collect	collect	VERB
epaa-251	113	35	information	information	NOUN
epaa-251	113	36	on	on	ADP
epaa-251	113	37	staffing	staffing	NOUN
epaa-251	113	38	and	and	CCONJ
epaa-251	113	39	personnel	personnel	NOUN
epaa-251	113	40	issues	issue	NOUN
epaa-251	113	41	in	in	ADP
epaa-251	113	42	the	the	DET
epaa-251	113	43	nation	nation	NOUN
epaa-251	113	44	’s	’s	PART
epaa-251	113	45	k-12	k-12	PROPN
epaa-251	113	46	schools	school	NOUN
epaa-251	113	47	.	.	PUNCT
epaa-251	114	1	nces	nce	NOUN
epaa-251	114	2	’s	’s	PART
epaa-251	114	3	most	most	ADV
epaa-251	114	4	recent	recent	ADJ
epaa-251	114	5	effort	effort	NOUN
epaa-251	114	6	,	,	PUNCT
epaa-251	114	7	the	the	DET
epaa-251	114	8	1999	1999	NUM
epaa-251	114	9	-	-	SYM
epaa-251	114	10	2000	2000	NUM
epaa-251	114	11	sass	sass	NOUN
epaa-251	114	12	,	,	PUNCT
epaa-251	114	13	involved	involve	VERB
epaa-251	114	14	a	a	DET
epaa-251	114	15	sample	sample	NOUN
epaa-251	114	16	of	of	ADP
epaa-251	114	17	public	public	ADJ
epaa-251	114	18	schools	school	NOUN
epaa-251	114	19	,	,	PUNCT
epaa-251	114	20	district	district	NOUN
epaa-251	114	21	offices	office	NOUN
epaa-251	114	22	,	,	PUNCT
epaa-251	114	23	teachers	teacher	NOUN
epaa-251	114	24	,	,	PUNCT
epaa-251	114	25	principals	principal	NOUN
epaa-251	114	26	,	,	PUNCT
epaa-251	114	27	as	as	ADV
epaa-251	114	28	well	well	ADV
epaa-251	114	29	as	as	ADP
epaa-251	114	30	public	public	ADJ
epaa-251	114	31	charter	charter	NOUN
epaa-251	114	32	schools	school	NOUN
epaa-251	114	33	.	.	PUNCT
epaa-251	115	1	private	private	ADJ
epaa-251	115	2	schools	school	NOUN
epaa-251	115	3	and	and	CCONJ
epaa-251	115	4	bureau	bureau	PROPN
epaa-251	115	5	of	of	ADP
epaa-251	115	6	indian	indian	PROPN
epaa-251	115	7	affairs	affairs	PROPN
epaa-251	115	8	schools	school	NOUN
epaa-251	115	9	also	also	ADV
epaa-251	115	10	participated	participate	VERB
epaa-251	115	11	in	in	ADP
epaa-251	115	12	the	the	DET
epaa-251	115	13	survey	survey	NOUN
epaa-251	115	14	.	.	PUNCT
epaa-251	116	1	nces	nce	NOUN
epaa-251	116	2	selected	select	VERB
epaa-251	116	3	the	the	DET
epaa-251	116	4	respondents	respondent	NOUN
epaa-251	116	5	so	so	SCONJ
epaa-251	116	6	as	as	SCONJ
epaa-251	116	7	to	to	PART
epaa-251	116	8	provide	provide	VERB
epaa-251	116	9	a	a	DET
epaa-251	116	10	nationally	nationally	ADV
epaa-251	116	11	representative	representative	ADJ
epaa-251	116	12	database	database	NOUN
epaa-251	116	13	of	of	ADP
epaa-251	116	14	public	public	ADJ
epaa-251	116	15	k-12	k-12	PROPN
epaa-251	116	16	teachers	teacher	NOUN
epaa-251	116	17	,	,	PUNCT
epaa-251	116	18	principals	principal	NOUN
epaa-251	116	19	,	,	PUNCT
epaa-251	116	20	schools	school	NOUN
epaa-251	116	21	,	,	PUNCT
epaa-251	116	22	and	and	CCONJ
epaa-251	116	23	school	school	NOUN
epaa-251	116	24	districts	district	NOUN
epaa-251	116	25	(	(	PUNCT
epaa-251	116	26	u.s	u.s	PROPN
epaa-251	116	27	.	.	PROPN
epaa-251	116	28	department	department	PROPN
epaa-251	116	29	of	of	ADP
epaa-251	116	30	education	education	NOUN
epaa-251	116	31	,	,	PUNCT
epaa-251	116	32	nces	nce	VERB
epaa-251	116	33	2000	2000	NUM
epaa-251	116	34	:	:	PUNCT
epaa-251	116	35	2	2	NUM
epaa-251	116	36	)	)	PUNCT
epaa-251	116	37	.	.	PUNCT
epaa-251	117	1	collectively	collectively	ADV
epaa-251	117	2	,	,	PUNCT
epaa-251	117	3	the	the	DET
epaa-251	117	4	survey	survey	NOUN
epaa-251	117	5	questions	question	NOUN
epaa-251	117	6	covered	cover	VERB
epaa-251	117	7	a	a	DET
epaa-251	117	8	wide	wide	ADJ
epaa-251	117	9	range	range	NOUN
epaa-251	117	10	of	of	ADP
epaa-251	117	11	issues	issue	NOUN
epaa-251	117	12	,	,	PUNCT
epaa-251	117	13	including	include	VERB
epaa-251	117	14	:	:	PUNCT
epaa-251	117	15	school	school	NOUN
epaa-251	117	16	and	and	CCONJ
epaa-251	117	17	district	district	NOUN
epaa-251	117	18	capacity	capacity	NOUN
epaa-251	117	19	,	,	PUNCT
epaa-251	117	20	descriptive	descriptive	ADJ
epaa-251	117	21	demographics	demographic	NOUN
epaa-251	117	22	,	,	PUNCT
epaa-251	117	23	teacher	teacher	NOUN
epaa-251	117	24	training	training	NOUN
epaa-251	117	25	and	and	CCONJ
epaa-251	117	26	experience	experience	NOUN
epaa-251	117	27	,	,	PUNCT
epaa-251	117	28	salary	salary	NOUN
epaa-251	117	29	structures	structure	NOUN
epaa-251	117	30	,	,	PUNCT
epaa-251	117	31	instructional	instructional	ADJ
epaa-251	117	32	practices	practice	NOUN
epaa-251	117	33	,	,	PUNCT
epaa-251	117	34	parent	parent	NOUN
epaa-251	117	35	involvement	involvement	NOUN
epaa-251	117	36	,	,	PUNCT
epaa-251	117	37	and	and	CCONJ
epaa-251	117	38	the	the	DET
epaa-251	117	39	use	use	NOUN
epaa-251	117	40	of	of	ADP
epaa-251	117	41	technology	technology	NOUN
epaa-251	117	42	.	.	PUNCT
epaa-251	118	1	the	the	DET
epaa-251	118	2	1999	1999	NUM
epaa-251	118	3	-	-	SYM
epaa-251	118	4	00	00	NUM
epaa-251	118	5	sass	sass	NOUN
epaa-251	118	6	cycle	cycle	NOUN
epaa-251	118	7	also	also	ADV
epaa-251	118	8	included	include	VERB
epaa-251	118	9	new	new	ADJ
epaa-251	118	10	questions	question	NOUN
epaa-251	118	11	designed	design	VERB
epaa-251	118	12	to	to	PART
epaa-251	118	13	provide	provide	VERB
epaa-251	118	14	information	information	NOUN
epaa-251	118	15	about	about	ADP
epaa-251	118	16	different	different	ADJ
epaa-251	118	17	aspects	aspect	NOUN
epaa-251	118	18	of	of	ADP
epaa-251	118	19	teacher	teacher	NOUN
epaa-251	118	20	supply	supply	NOUN
epaa-251	118	21	and	and	CCONJ
epaa-251	118	22	demand	demand	NOUN
epaa-251	118	23	(	(	PUNCT
epaa-251	118	24	nces	nce	NOUN
epaa-251	118	25	,	,	PUNCT
epaa-251	118	26	2000a	2000a	NOUN
epaa-251	118	27	,	,	PUNCT
epaa-251	118	28	p.3	p.3	NOUN
epaa-251	118	29	)	)	PUNCT
epaa-251	118	30	.	.	PUNCT
epaa-251	119	1	though	though	SCONJ
epaa-251	119	2	these	these	DET
epaa-251	119	3	items	item	NOUN
epaa-251	119	4	fall	fall	VERB
epaa-251	119	5	far	far	ADV
epaa-251	119	6	short	short	ADV
epaa-251	119	7	of	of	ADP
epaa-251	119	8	providing	provide	VERB
epaa-251	119	9	estimates	estimate	NOUN
epaa-251	119	10	of	of	ADP
epaa-251	119	11	the	the	DET
epaa-251	119	12	size	size	NOUN
epaa-251	119	13	of	of	ADP
epaa-251	119	14	the	the	DET
epaa-251	119	15	shortage	shortage	NOUN
epaa-251	119	16	,	,	PUNCT
epaa-251	119	17	the	the	DET
epaa-251	119	18	survey	survey	NOUN
epaa-251	119	19	includes	include	VERB
epaa-251	119	20	two	two	NUM
epaa-251	119	21	areas	area	NOUN
epaa-251	119	22	of	of	ADP
epaa-251	119	23	inquiry	inquiry	NOUN
epaa-251	119	24	that	that	PRON
epaa-251	119	25	can	can	AUX
epaa-251	119	26	shed	shed	VERB
epaa-251	119	27	some	some	DET
epaa-251	119	28	light	light	NOUN
epaa-251	119	29	on	on	ADP
epaa-251	119	30	these	these	DET
epaa-251	119	31	issues	issue	NOUN
epaa-251	119	32	.	.	PUNCT
epaa-251	120	1	together	together	ADV
epaa-251	120	2	they	they	PRON
epaa-251	120	3	provide	provide	VERB
epaa-251	120	4	a	a	DET
epaa-251	120	5	useful	useful	ADJ
epaa-251	120	6	backdrop	backdrop	NOUN
epaa-251	120	7	for	for	ADP
epaa-251	120	8	our	our	PRON
epaa-251	120	9	work	work	NOUN
epaa-251	120	10	.	.	PUNCT
epaa-251	121	1	first	first	ADV
epaa-251	121	2	,	,	PUNCT
epaa-251	121	3	the	the	DET
epaa-251	121	4	sass	sass	NOUN
epaa-251	121	5	asked	ask	VERB
epaa-251	121	6	school	school	NOUN
epaa-251	121	7	districts	district	NOUN
epaa-251	121	8	about	about	ADP
epaa-251	121	9	how	how	SCONJ
epaa-251	121	10	many	many	ADJ
epaa-251	121	11	total	total	ADJ
epaa-251	121	12	teachers	teacher	NOUN
epaa-251	121	13	they	they	PRON
epaa-251	121	14	employed	employ	VERB
epaa-251	121	15	and	and	CCONJ
epaa-251	121	16	about	about	ADP
epaa-251	121	17	the	the	DET
epaa-251	121	18	timing	timing	NOUN
epaa-251	121	19	of	of	ADP
epaa-251	121	20	their	their	PRON
epaa-251	121	21	new	new	ADJ
epaa-251	121	22	hires	hire	NOUN
epaa-251	121	23	.	.	PUNCT
epaa-251	122	1	it	it	PRON
epaa-251	122	2	is	be	AUX
epaa-251	122	3	possible	possible	ADJ
epaa-251	122	4	to	to	PART
epaa-251	122	5	use	use	VERB
epaa-251	122	6	these	these	DET
epaa-251	122	7	questions	question	NOUN
epaa-251	122	8	to	to	PART
epaa-251	122	9	estimate	estimate	VERB
epaa-251	122	10	the	the	DET
epaa-251	122	11	relative	relative	ADJ
epaa-251	122	12	share	share	NOUN
epaa-251	122	13	of	of	ADP
epaa-251	122	14	total	total	ADJ
epaa-251	122	15	teachers	teacher	NOUN
epaa-251	122	16	that	that	PRON
epaa-251	122	17	were	be	AUX
epaa-251	122	18	hired	hire	VERB
epaa-251	122	19	after	after	ADP
epaa-251	122	20	the	the	DET
epaa-251	122	21	start	start	NOUN
epaa-251	122	22	of	of	ADP
epaa-251	122	23	the	the	DET
epaa-251	122	24	school	school	NOUN
epaa-251	122	25	year	year	NOUN
epaa-251	122	26	.	.	PUNCT
epaa-251	123	1	this	this	DET
epaa-251	123	2	late	late	ADJ
epaa-251	123	3	-	-	PUNCT
epaa-251	123	4	fill	fill	NOUN
epaa-251	123	5	rate	rate	NOUN
epaa-251	123	6	provides	provide	VERB
epaa-251	123	7	one	one	NUM
epaa-251	123	8	,	,	PUNCT
epaa-251	123	9	albeit	albeit	SCONJ
epaa-251	123	10	imperfect	imperfect	ADJ
epaa-251	123	11	,	,	PUNCT
epaa-251	123	12	(	(	PUNCT
epaa-251	123	13	note	note	NOUN
epaa-251	123	14	9	9	NUM
epaa-251	123	15	)	)	PUNCT
epaa-251	123	16	indicator	indicator	NOUN
epaa-251	123	17	of	of	ADP
epaa-251	123	18	teacher	teacher	NOUN
epaa-251	123	19	shortages	shortage	NOUN
epaa-251	123	20	during	during	ADP
epaa-251	123	21	the	the	DET
epaa-251	123	22	1999	1999	NUM
epaa-251	123	23	-	-	SYM
epaa-251	123	24	2000	2000	NUM
epaa-251	123	25	school	school	NOUN
epaa-251	123	26	year	year	NOUN
epaa-251	123	27	across	across	ADP
epaa-251	123	28	different	different	ADJ
epaa-251	123	29	districts	district	NOUN
epaa-251	123	30	.	.	PUNCT
epaa-251	124	1	second	second	ADJ
epaa-251	124	2	,	,	PUNCT
epaa-251	124	3	items	item	NOUN
epaa-251	124	4	in	in	ADP
epaa-251	124	5	the	the	DET
epaa-251	124	6	school	school	NOUN
epaa-251	124	7	questionnaire	questionnaire	NOUN
epaa-251	124	8	attempted	attempt	VERB
epaa-251	124	9	to	to	PART
epaa-251	124	10	assess	assess	VERB
epaa-251	124	11	how	how	SCONJ
epaa-251	124	12	hard	hard	ADJ
epaa-251	124	13	it	it	PRON
epaa-251	124	14	was	be	AUX
epaa-251	124	15	for	for	SCONJ
epaa-251	124	16	schools	school	NOUN
epaa-251	124	17	to	to	PART
epaa-251	124	18	hire	hire	VERB
epaa-251	124	19	teachers	teacher	NOUN
epaa-251	124	20	for	for	ADP
epaa-251	124	21	particular	particular	ADJ
epaa-251	124	22	subject	subject	ADJ
epaa-251	124	23	areas	area	NOUN
epaa-251	124	24	.	.	PUNCT
epaa-251	125	1	together	together	ADV
epaa-251	125	2	,	,	PUNCT
epaa-251	125	3	these	these	DET
epaa-251	125	4	portions	portion	NOUN
epaa-251	125	5	of	of	ADP
epaa-251	125	6	the	the	DET
epaa-251	125	7	survey	survey	NOUN
epaa-251	125	8	can	can	AUX
epaa-251	125	9	provide	provide	VERB
epaa-251	125	10	a	a	DET
epaa-251	125	11	more	more	ADV
epaa-251	125	12	systematic	systematic	ADJ
epaa-251	125	13	,	,	PUNCT
epaa-251	125	14	if	if	SCONJ
epaa-251	125	15	qualified	qualified	ADJ
epaa-251	125	16	,	,	PUNCT
epaa-251	125	17	picture	picture	NOUN
epaa-251	125	18	of	of	ADP
epaa-251	125	19	the	the	DET
epaa-251	125	20	shortage	shortage	NOUN
epaa-251	125	21	compared	compare	VERB
epaa-251	125	22	to	to	ADP
epaa-251	125	23	anecdotal	anecdotal	ADJ
epaa-251	125	24	accounts	account	NOUN
epaa-251	125	25	found	find	VERB
epaa-251	125	26	in	in	ADP
epaa-251	125	27	the	the	DET
epaa-251	125	28	media	medium	NOUN
epaa-251	125	29	.	.	PUNCT
epaa-251	126	1	findings	finding	NOUN
epaa-251	126	2	:	:	PUNCT
epaa-251	126	3	the	the	DET
epaa-251	126	4	scale	scale	NOUN
epaa-251	126	5	and	and	CCONJ
epaa-251	126	6	impact	impact	NOUN
epaa-251	126	7	of	of	ADP
epaa-251	126	8	the	the	DET
epaa-251	126	9	shortage	shortage	NOUN
epaa-251	126	10	using	use	VERB
epaa-251	126	11	the	the	DET
epaa-251	126	12	sass	sass	NOUN
epaa-251	126	13	data	datum	NOUN
epaa-251	126	14	,	,	PUNCT
epaa-251	126	15	an	an	PRON
epaa-251	126	16	estimated	estimate	VERB
epaa-251	126	17	45,000	45,000	NUM
epaa-251	126	18	(	(	PUNCT
epaa-251	126	19	note	note	NOUN
epaa-251	126	20	10	10	NUM
epaa-251	126	21	)	)	PUNCT
epaa-251	126	22	were	be	AUX
epaa-251	126	23	hired	hire	VERB
epaa-251	126	24	after	after	ADP
epaa-251	126	25	the	the	DET
epaa-251	126	26	start	start	NOUN
epaa-251	126	27	of	of	ADP
epaa-251	126	28	the	the	DET
epaa-251	126	29	1999	1999	NUM
epaa-251	126	30	-	-	SYM
epaa-251	126	31	2000	2000	NUM
epaa-251	126	32	school	school	NOUN
epaa-251	126	33	year	year	NOUN
epaa-251	126	34	suggesting	suggest	VERB
epaa-251	126	35	that	that	SCONJ
epaa-251	126	36	at	at	ADP
epaa-251	126	37	least	least	ADJ
epaa-251	126	38	these	these	DET
epaa-251	126	39	many	many	ADJ
epaa-251	126	40	positions	position	NOUN
epaa-251	126	41	were	be	AUX
epaa-251	126	42	unfilled	unfilled	ADJ
epaa-251	126	43	in	in	ADP
epaa-251	126	44	public	public	ADJ
epaa-251	126	45	schools	school	NOUN
epaa-251	126	46	when	when	SCONJ
epaa-251	126	47	school	school	NOUN
epaa-251	126	48	began	begin	VERB
epaa-251	126	49	.	.	PUNCT
epaa-251	127	1	(	(	PUNCT
epaa-251	127	2	note	note	VERB
epaa-251	127	3	11	11	NUM
epaa-251	127	4	)	)	PUNCT
epaa-251	127	5	this	this	DET
epaa-251	127	6	figure	figure	NOUN
epaa-251	127	7	represents	represent	VERB
epaa-251	127	8	1.5	1.5	NUM
epaa-251	127	9	percent	percent	NOUN
epaa-251	127	10	of	of	ADP
epaa-251	127	11	the	the	DET
epaa-251	127	12	total	total	ADJ
epaa-251	127	13	teaching	teaching	NOUN
epaa-251	127	14	positions	position	NOUN
epaa-251	127	15	in	in	ADP
epaa-251	127	16	public	public	ADJ
epaa-251	127	17	schools	school	NOUN
epaa-251	127	18	(	(	PUNCT
epaa-251	127	19	based	base	VERB
epaa-251	127	20	on	on	ADP
epaa-251	127	21	a	a	DET
epaa-251	127	22	national	national	ADJ
epaa-251	127	23	7	7	NUM
epaa-251	127	24	of	of	ADP
epaa-251	127	25	18	18	NUM
epaa-251	127	26	estimate	estimate	NOUN
epaa-251	127	27	of	of	ADP
epaa-251	127	28	3	3	NUM
epaa-251	127	29	million	million	NUM
epaa-251	127	30	)	)	PUNCT
epaa-251	127	31	.	.	PUNCT
epaa-251	128	1	because	because	SCONJ
epaa-251	128	2	the	the	DET
epaa-251	128	3	sass	sass	NOUN
epaa-251	128	4	tells	tell	VERB
epaa-251	128	5	us	we	PRON
epaa-251	128	6	only	only	ADV
epaa-251	128	7	about	about	ADP
epaa-251	128	8	teaching	teach	VERB
epaa-251	128	9	positions	position	NOUN
epaa-251	128	10	that	that	PRON
epaa-251	128	11	were	be	AUX
epaa-251	128	12	eventually	eventually	ADV
epaa-251	128	13	filled	fill	VERB
epaa-251	128	14	,	,	PUNCT
epaa-251	128	15	this	this	PRON
epaa-251	128	16	does	do	AUX
epaa-251	128	17	not	not	PART
epaa-251	128	18	capture	capture	VERB
epaa-251	128	19	the	the	DET
epaa-251	128	20	number	number	NOUN
epaa-251	128	21	of	of	ADP
epaa-251	128	22	positions	position	NOUN
epaa-251	128	23	that	that	PRON
epaa-251	128	24	were	be	AUX
epaa-251	128	25	never	never	ADV
epaa-251	128	26	filled	fill	VERB
epaa-251	128	27	.	.	PUNCT
epaa-251	129	1	as	as	ADP
epaa-251	129	2	such	such	ADJ
epaa-251	129	3	,	,	PUNCT
epaa-251	129	4	the	the	DET
epaa-251	129	5	45,000	45,000	NUM
epaa-251	129	6	number	number	NOUN
epaa-251	129	7	understates	understate	VERB
epaa-251	129	8	the	the	DET
epaa-251	129	9	total	total	ADJ
epaa-251	129	10	number	number	NOUN
epaa-251	129	11	of	of	ADP
epaa-251	129	12	vacancies	vacancy	NOUN
epaa-251	129	13	.	.	PUNCT
epaa-251	130	1	indeed	indeed	ADV
epaa-251	130	2	,	,	PUNCT
epaa-251	130	3	given	give	VERB
epaa-251	130	4	the	the	DET
epaa-251	130	5	limitations	limitation	NOUN
epaa-251	130	6	of	of	ADP
epaa-251	130	7	the	the	DET
epaa-251	130	8	sass	sass	NOUN
epaa-251	130	9	data	datum	NOUN
epaa-251	130	10	it	it	PRON
epaa-251	130	11	is	be	AUX
epaa-251	130	12	impossible	impossible	ADJ
epaa-251	130	13	to	to	PART
epaa-251	130	14	estimate	estimate	VERB
epaa-251	130	15	an	an	DET
epaa-251	130	16	absolute	absolute	ADJ
epaa-251	130	17	vacancy	vacancy	NOUN
epaa-251	130	18	rate	rate	NOUN
epaa-251	130	19	for	for	ADP
epaa-251	130	20	districts	district	NOUN
epaa-251	130	21	.	.	PUNCT
epaa-251	131	1	nevertheless	nevertheless	ADV
epaa-251	131	2	,	,	PUNCT
epaa-251	131	3	if	if	SCONJ
epaa-251	131	4	we	we	PRON
epaa-251	131	5	assume	assume	VERB
epaa-251	131	6	that	that	SCONJ
epaa-251	131	7	a	a	DET
epaa-251	131	8	district	district	NOUN
epaa-251	131	9	’s	’s	PART
epaa-251	131	10	late	late	ADJ
epaa-251	131	11	-	-	PUNCT
epaa-251	131	12	fill	fill	NOUN
epaa-251	131	13	rate	rate	NOUN
epaa-251	131	14	generally	generally	ADV
epaa-251	131	15	reflects	reflect	VERB
epaa-251	131	16	the	the	DET
epaa-251	131	17	overall	overall	ADJ
epaa-251	131	18	vacancy	vacancy	NOUN
epaa-251	131	19	rates	rate	NOUN
epaa-251	131	20	in	in	ADP
epaa-251	131	21	its	its	PRON
epaa-251	131	22	schools	school	NOUN
epaa-251	131	23	,	,	PUNCT
epaa-251	131	24	we	we	PRON
epaa-251	131	25	can	can	AUX
epaa-251	131	26	use	use	VERB
epaa-251	131	27	late	late	ADJ
epaa-251	131	28	-	-	PUNCT
epaa-251	131	29	fill	fill	NOUN
epaa-251	131	30	rates	rate	NOUN
epaa-251	131	31	to	to	PART
epaa-251	131	32	examine	examine	VERB
epaa-251	131	33	relative	relative	ADJ
epaa-251	131	34	variations	variation	NOUN
epaa-251	131	35	in	in	ADP
epaa-251	131	36	the	the	DET
epaa-251	131	37	shortage	shortage	NOUN
epaa-251	131	38	problem	problem	NOUN
epaa-251	131	39	across	across	ADP
epaa-251	131	40	districts	district	NOUN
epaa-251	131	41	.	.	PUNCT
epaa-251	132	1	with	with	ADP
epaa-251	132	2	this	this	PRON
epaa-251	132	3	in	in	ADP
epaa-251	132	4	mind	mind	NOUN
epaa-251	132	5	,	,	PUNCT
epaa-251	132	6	a	a	DET
epaa-251	132	7	further	further	ADJ
epaa-251	132	8	look	look	NOUN
epaa-251	132	9	at	at	ADP
epaa-251	132	10	the	the	DET
epaa-251	132	11	data	data	NOUN
epaa-251	132	12	show	show	VERB
epaa-251	132	13	that	that	SCONJ
epaa-251	132	14	the	the	DET
epaa-251	132	15	impact	impact	NOUN
epaa-251	132	16	of	of	ADP
epaa-251	132	17	the	the	DET
epaa-251	132	18	problem	problem	NOUN
epaa-251	132	19	is	be	AUX
epaa-251	132	20	not	not	PART
epaa-251	132	21	distributed	distribute	VERB
epaa-251	132	22	evenly	evenly	ADV
epaa-251	132	23	.	.	PUNCT
epaa-251	133	1	(	(	PUNCT
epaa-251	133	2	note	note	NOUN
epaa-251	133	3	12	12	NUM
epaa-251	133	4	)	)	PUNCT
epaa-251	133	5	regional	regional	ADJ
epaa-251	133	6	distribution	distribution	NOUN
epaa-251	133	7	a	a	DET
epaa-251	133	8	regional	regional	ADJ
epaa-251	133	9	analysis	analysis	NOUN
epaa-251	133	10	of	of	ADP
epaa-251	133	11	the	the	DET
epaa-251	133	12	sass	sass	NOUN
epaa-251	133	13	data	data	NOUN
epaa-251	133	14	supports	support	VERB
epaa-251	133	15	the	the	DET
epaa-251	133	16	conventional	conventional	ADJ
epaa-251	133	17	wisdom	wisdom	NOUN
epaa-251	133	18	that	that	SCONJ
epaa-251	133	19	some	some	DET
epaa-251	133	20	regions	region	NOUN
epaa-251	133	21	of	of	ADP
epaa-251	133	22	the	the	DET
epaa-251	133	23	country	country	NOUN
epaa-251	133	24	have	have	AUX
epaa-251	133	25	more	more	ADJ
epaa-251	133	26	to	to	PART
epaa-251	133	27	worry	worry	VERB
epaa-251	133	28	about	about	ADP
epaa-251	133	29	with	with	ADP
epaa-251	133	30	regard	regard	NOUN
epaa-251	133	31	to	to	ADP
epaa-251	133	32	teacher	teacher	NOUN
epaa-251	133	33	shortages	shortage	NOUN
epaa-251	133	34	than	than	ADP
epaa-251	133	35	others	other	NOUN
epaa-251	133	36	.	.	PUNCT
epaa-251	134	1	using	use	VERB
epaa-251	134	2	a	a	DET
epaa-251	134	3	late	late	ADJ
epaa-251	134	4	-	-	PUNCT
epaa-251	134	5	fill	fill	NOUN
epaa-251	134	6	rate	rate	NOUN
epaa-251	134	7	estimate	estimate	NOUN
epaa-251	134	8	calculated	calculate	VERB
epaa-251	134	9	from	from	ADP
epaa-251	134	10	the	the	DET
epaa-251	134	11	sass	sass	NOUN
epaa-251	134	12	data	datum	NOUN
epaa-251	134	13	,	,	PUNCT
epaa-251	134	14	we	we	PRON
epaa-251	134	15	were	be	AUX
epaa-251	134	16	able	able	ADJ
epaa-251	134	17	to	to	PART
epaa-251	134	18	create	create	VERB
epaa-251	134	19	state	state	NOUN
epaa-251	134	20	level	level	NOUN
epaa-251	134	21	late	late	ADJ
epaa-251	134	22	-	-	PUNCT
epaa-251	134	23	fill	fill	NOUN
epaa-251	134	24	estimates	estimate	NOUN
epaa-251	134	25	.	.	PUNCT
epaa-251	135	1	figure	figure	NOUN
epaa-251	135	2	1	1	NUM
epaa-251	135	3	shows	show	VERB
epaa-251	135	4	how	how	SCONJ
epaa-251	135	5	those	those	DET
epaa-251	135	6	late	late	ADJ
epaa-251	135	7	-	-	PUNCT
epaa-251	135	8	fill	fill	NOUN
epaa-251	135	9	estimates	estimate	NOUN
epaa-251	135	10	vary	vary	VERB
epaa-251	135	11	across	across	ADP
epaa-251	135	12	the	the	DET
epaa-251	135	13	country	country	NOUN
epaa-251	135	14	.	.	PUNCT
epaa-251	136	1	(	(	PUNCT
epaa-251	136	2	note	note	NOUN
epaa-251	136	3	13	13	NUM
epaa-251	136	4	)	)	PUNCT
epaa-251	136	5	as	as	SCONJ
epaa-251	136	6	the	the	DET
epaa-251	136	7	figure	figure	NOUN
epaa-251	136	8	suggests	suggest	VERB
epaa-251	136	9	,	,	PUNCT
epaa-251	136	10	several	several	ADJ
epaa-251	136	11	states	state	NOUN
epaa-251	136	12	significantly	significantly	ADV
epaa-251	136	13	exceed	exceed	VERB
epaa-251	136	14	the	the	DET
epaa-251	136	15	national	national	ADJ
epaa-251	136	16	average	average	NOUN
epaa-251	136	17	(	(	PUNCT
epaa-251	136	18	1.5	1.5	NUM
epaa-251	136	19	percent	percent	NOUN
epaa-251	136	20	)	)	PUNCT
epaa-251	136	21	.	.	PUNCT
epaa-251	137	1	among	among	ADP
epaa-251	137	2	the	the	DET
epaa-251	137	3	highest	high	ADJ
epaa-251	137	4	are	be	AUX
epaa-251	137	5	five	five	NUM
epaa-251	137	6	states	state	NOUN
epaa-251	137	7	with	with	ADP
epaa-251	137	8	hawaii	hawaii	PROPN
epaa-251	137	9	(	(	PUNCT
epaa-251	137	10	5.9	5.9	NUM
epaa-251	137	11	percent	percent	NOUN
epaa-251	137	12	)	)	PUNCT
epaa-251	137	13	and	and	CCONJ
epaa-251	137	14	alaska	alaska	PROPN
epaa-251	137	15	(	(	PUNCT
epaa-251	137	16	5.6	5.6	NUM
epaa-251	137	17	)	)	PUNCT
epaa-251	137	18	leading	lead	VERB
epaa-251	137	19	the	the	DET
epaa-251	137	20	list	list	NOUN
epaa-251	137	21	,	,	PUNCT
epaa-251	137	22	followed	follow	VERB
epaa-251	137	23	by	by	ADP
epaa-251	137	24	new	new	PROPN
epaa-251	137	25	mexico	mexico	PROPN
epaa-251	137	26	(	(	PUNCT
epaa-251	137	27	2.6	2.6	NUM
epaa-251	137	28	)	)	PUNCT
epaa-251	137	29	,	,	PUNCT
epaa-251	137	30	arizona	arizona	PROPN
epaa-251	137	31	(	(	PUNCT
epaa-251	137	32	2.4	2.4	NUM
epaa-251	137	33	)	)	PUNCT
epaa-251	137	34	,	,	PUNCT
epaa-251	137	35	and	and	CCONJ
epaa-251	137	36	california	california	PROPN
epaa-251	137	37	(	(	PUNCT
epaa-251	137	38	2.3	2.3	NUM
epaa-251	137	39	)	)	PUNCT
epaa-251	137	40	.	.	PUNCT
epaa-251	138	1	states	state	NOUN
epaa-251	138	2	in	in	ADP
epaa-251	138	3	parts	part	NOUN
epaa-251	138	4	of	of	ADP
epaa-251	138	5	the	the	DET
epaa-251	138	6	southeast	southeast	NOUN
epaa-251	138	7	also	also	ADV
epaa-251	138	8	emerge	emerge	VERB
epaa-251	138	9	with	with	ADP
epaa-251	138	10	relatively	relatively	ADV
epaa-251	138	11	high	high	ADJ
epaa-251	138	12	late	late	ADJ
epaa-251	138	13	-	-	PUNCT
epaa-251	138	14	fill	fill	NOUN
epaa-251	138	15	rates	rate	NOUN
epaa-251	138	16	.	.	PUNCT
epaa-251	139	1	midwestern	midwestern	ADJ
epaa-251	139	2	states	state	NOUN
epaa-251	139	3	,	,	PUNCT
epaa-251	139	4	by	by	ADP
epaa-251	139	5	contrast	contrast	NOUN
epaa-251	139	6	,	,	PUNCT
epaa-251	139	7	appear	appear	VERB
epaa-251	139	8	to	to	PART
epaa-251	139	9	have	have	VERB
epaa-251	139	10	less	less	ADJ
epaa-251	139	11	difficulty	difficulty	NOUN
epaa-251	139	12	in	in	ADP
epaa-251	139	13	hiring	hire	VERB
epaa-251	139	14	teachers	teacher	NOUN
epaa-251	139	15	.	.	PUNCT
epaa-251	140	1	most	most	ADJ
epaa-251	140	2	of	of	ADP
epaa-251	140	3	these	these	DET
epaa-251	140	4	states	state	NOUN
epaa-251	140	5	,	,	PUNCT
epaa-251	140	6	covering	cover	VERB
epaa-251	140	7	a	a	DET
epaa-251	140	8	band	band	NOUN
epaa-251	140	9	from	from	ADP
epaa-251	140	10	pennsylvania	pennsylvania	PROPN
epaa-251	140	11	in	in	ADP
epaa-251	140	12	the	the	DET
epaa-251	140	13	east	east	NOUN
epaa-251	140	14	to	to	ADP
epaa-251	140	15	idaho	idaho	PROPN
epaa-251	140	16	in	in	ADP
epaa-251	140	17	the	the	DET
epaa-251	140	18	8	8	NUM
epaa-251	140	19	of	of	ADP
epaa-251	140	20	18	18	NUM
epaa-251	140	21	west	west	NOUN
epaa-251	140	22	,	,	PUNCT
epaa-251	140	23	had	have	VERB
epaa-251	140	24	a	a	DET
epaa-251	140	25	late	late	ADJ
epaa-251	140	26	-	-	PUNCT
epaa-251	140	27	fill	fill	NOUN
epaa-251	140	28	rate	rate	NOUN
epaa-251	140	29	of	of	ADP
epaa-251	140	30	less	less	ADJ
epaa-251	140	31	than	than	ADP
epaa-251	140	32	1.0	1.0	NUM
epaa-251	140	33	percent	percent	NOUN
epaa-251	140	34	.	.	PUNCT
epaa-251	141	1	iowa	iowa	PROPN
epaa-251	141	2	represents	represent	VERB
epaa-251	141	3	the	the	DET
epaa-251	141	4	limit	limit	NOUN
epaa-251	141	5	case	case	NOUN
epaa-251	141	6	,	,	PUNCT
epaa-251	141	7	with	with	ADP
epaa-251	141	8	an	an	DET
epaa-251	141	9	estimated	estimate	VERB
epaa-251	141	10	late	late	ADJ
epaa-251	141	11	-	-	PUNCT
epaa-251	141	12	fill	fill	NOUN
epaa-251	141	13	rate	rate	NOUN
epaa-251	141	14	of	of	ADP
epaa-251	141	15	0.4	0.4	NUM
epaa-251	141	16	percent	percent	NOUN
epaa-251	141	17	at	at	ADP
epaa-251	141	18	the	the	DET
epaa-251	141	19	start	start	NOUN
epaa-251	141	20	of	of	ADP
epaa-251	141	21	the	the	DET
epaa-251	141	22	year	year	NOUN
epaa-251	141	23	.	.	PUNCT
epaa-251	142	1	given	give	VERB
epaa-251	142	2	some	some	DET
epaa-251	142	3	minimal	minimal	ADJ
epaa-251	142	4	amount	amount	NOUN
epaa-251	142	5	of	of	ADP
epaa-251	142	6	personnel	personnel	NOUN
epaa-251	142	7	shifts	shift	NOUN
epaa-251	142	8	at	at	ADP
epaa-251	142	9	the	the	DET
epaa-251	142	10	last	last	ADJ
epaa-251	142	11	-	-	PUNCT
epaa-251	142	12	minute	minute	NOUN
epaa-251	142	13	,	,	PUNCT
epaa-251	142	14	one	one	PRON
epaa-251	142	15	would	would	AUX
epaa-251	142	16	expect	expect	VERB
epaa-251	142	17	a	a	DET
epaa-251	142	18	certain	certain	ADJ
epaa-251	142	19	number	number	NOUN
epaa-251	142	20	of	of	ADP
epaa-251	142	21	positions	position	NOUN
epaa-251	142	22	to	to	PART
epaa-251	142	23	be	be	AUX
epaa-251	142	24	filled	fill	VERB
epaa-251	142	25	after	after	ADP
epaa-251	142	26	the	the	DET
epaa-251	142	27	start	start	NOUN
epaa-251	142	28	of	of	ADP
epaa-251	142	29	the	the	DET
epaa-251	142	30	school	school	NOUN
epaa-251	142	31	year	year	NOUN
epaa-251	142	32	.	.	PUNCT
epaa-251	143	1	the	the	DET
epaa-251	143	2	0.4	0.4	NUM
epaa-251	143	3	percent	percent	NOUN
epaa-251	143	4	figure	figure	NOUN
epaa-251	143	5	,	,	PUNCT
epaa-251	143	6	then	then	ADV
epaa-251	143	7	,	,	PUNCT
epaa-251	143	8	could	could	AUX
epaa-251	143	9	be	be	AUX
epaa-251	143	10	considered	consider	VERB
epaa-251	143	11	very	very	ADV
epaa-251	143	12	close	close	ADJ
epaa-251	143	13	to	to	ADP
epaa-251	143	14	a	a	DET
epaa-251	143	15	zero	zero	NUM
epaa-251	143	16	rate	rate	NOUN
epaa-251	143	17	of	of	ADP
epaa-251	143	18	vacancies	vacancy	NOUN
epaa-251	143	19	.	.	PUNCT
epaa-251	144	1	subject	subject	ADJ
epaa-251	144	2	field	field	NOUN
epaa-251	144	3	variation	variation	NOUN
epaa-251	144	4	beyond	beyond	ADP
epaa-251	144	5	the	the	DET
epaa-251	144	6	regional	regional	ADJ
epaa-251	144	7	variation	variation	NOUN
epaa-251	144	8	,	,	PUNCT
epaa-251	144	9	observers	observer	NOUN
epaa-251	144	10	also	also	ADV
epaa-251	144	11	have	have	AUX
epaa-251	144	12	,	,	PUNCT
epaa-251	144	13	as	as	SCONJ
epaa-251	144	14	noted	note	VERB
epaa-251	144	15	above	above	ADV
epaa-251	144	16	,	,	PUNCT
epaa-251	144	17	suggested	suggest	VERB
epaa-251	144	18	that	that	SCONJ
epaa-251	144	19	the	the	DET
epaa-251	144	20	need	need	NOUN
epaa-251	144	21	for	for	ADP
epaa-251	144	22	teachers	teacher	NOUN
epaa-251	144	23	varies	vary	VERB
epaa-251	144	24	across	across	ADP
epaa-251	144	25	different	different	ADJ
epaa-251	144	26	subject	subject	ADJ
epaa-251	144	27	areas	area	NOUN
epaa-251	144	28	.	.	PUNCT
epaa-251	145	1	an	an	DET
epaa-251	145	2	examination	examination	NOUN
epaa-251	145	3	of	of	ADP
epaa-251	145	4	the	the	DET
epaa-251	145	5	data	datum	NOUN
epaa-251	145	6	supports	support	VERB
epaa-251	145	7	this	this	DET
epaa-251	145	8	idea	idea	NOUN
epaa-251	145	9	.	.	PUNCT
epaa-251	146	1	although	although	SCONJ
epaa-251	146	2	the	the	DET
epaa-251	146	3	sass	sass	NOUN
epaa-251	146	4	data	data	NOUN
epaa-251	146	5	does	do	AUX
epaa-251	146	6	not	not	PART
epaa-251	146	7	lend	lend	VERB
epaa-251	146	8	itself	itself	PRON
epaa-251	146	9	to	to	ADP
epaa-251	146	10	a	a	DET
epaa-251	146	11	late	late	ADJ
epaa-251	146	12	-	-	PUNCT
epaa-251	146	13	fill	fill	NOUN
epaa-251	146	14	rate	rate	NOUN
epaa-251	146	15	analysis	analysis	NOUN
epaa-251	146	16	by	by	ADP
epaa-251	146	17	subject	subject	ADJ
epaa-251	146	18	area	area	NOUN
epaa-251	146	19	,	,	PUNCT
epaa-251	146	20	the	the	DET
epaa-251	146	21	school	school	NOUN
epaa-251	146	22	questionnaire	questionnaire	NOUN
epaa-251	146	23	did	do	AUX
epaa-251	146	24	differentiate	differentiate	VERB
epaa-251	146	25	by	by	ADP
epaa-251	146	26	subject	subject	ADJ
epaa-251	146	27	area	area	NOUN
epaa-251	146	28	when	when	SCONJ
epaa-251	146	29	it	it	PRON
epaa-251	146	30	asked	ask	VERB
epaa-251	146	31	schools	school	NOUN
epaa-251	146	32	how	how	SCONJ
epaa-251	146	33	difficult	difficult	ADJ
epaa-251	146	34	it	it	PRON
epaa-251	146	35	was	be	AUX
epaa-251	146	36	to	to	PART
epaa-251	146	37	fill	fill	VERB
epaa-251	146	38	particular	particular	ADJ
epaa-251	146	39	positions	position	NOUN
epaa-251	146	40	.	.	PUNCT
epaa-251	147	1	because	because	SCONJ
epaa-251	147	2	the	the	DET
epaa-251	147	3	survey	survey	NOUN
epaa-251	147	4	response	response	NOUN
epaa-251	147	5	options	option	NOUN
epaa-251	147	6	were	be	AUX
epaa-251	147	7	qualitative	qualitative	VERB
epaa-251	147	8	(	(	PUNCT
epaa-251	147	9	respondents	respondent	NOUN
epaa-251	147	10	could	could	AUX
epaa-251	147	11	choose	choose	VERB
epaa-251	147	12	from	from	ADP
epaa-251	147	13	options	option	NOUN
epaa-251	147	14	like	like	ADP
epaa-251	147	15	“	"	PUNCT
epaa-251	147	16	easy	easy	ADJ
epaa-251	147	17	…	…	PUNCT
epaa-251	147	18	somewhat	somewhat	ADV
epaa-251	147	19	difficult	difficult	ADJ
epaa-251	147	20	…	…	PUNCT
epaa-251	147	21	difficult	difficult	ADJ
epaa-251	147	22	…	…	PUNCT
epaa-251	147	23	”	"	PUNCT
epaa-251	147	24	)	)	PUNCT
epaa-251	147	25	the	the	DET
epaa-251	147	26	results	result	NOUN
epaa-251	147	27	,	,	PUNCT
epaa-251	147	28	especially	especially	ADV
epaa-251	147	29	those	those	PRON
epaa-251	147	30	involving	involve	VERB
epaa-251	147	31	comparisons	comparison	NOUN
epaa-251	147	32	,	,	PUNCT
epaa-251	147	33	should	should	AUX
epaa-251	147	34	be	be	AUX
epaa-251	147	35	interpreted	interpret	VERB
epaa-251	147	36	with	with	ADP
epaa-251	147	37	caution	caution	NOUN
epaa-251	147	38	.	.	PUNCT
epaa-251	148	1	(	(	PUNCT
epaa-251	148	2	note	note	NOUN
epaa-251	148	3	14	14	NUM
epaa-251	148	4	)	)	PUNCT
epaa-251	148	5	nevertheless	nevertheless	ADV
epaa-251	148	6	,	,	PUNCT
epaa-251	148	7	it	it	PRON
epaa-251	148	8	is	be	AUX
epaa-251	148	9	possible	possible	ADJ
epaa-251	148	10	to	to	PART
epaa-251	148	11	identify	identify	VERB
epaa-251	148	12	which	which	DET
epaa-251	148	13	subject	subject	NOUN
epaa-251	148	14	areas	area	NOUN
epaa-251	148	15	were	be	AUX
epaa-251	148	16	generally	generally	ADV
epaa-251	148	17	perceived	perceive	VERB
epaa-251	148	18	by	by	ADP
epaa-251	148	19	schools	school	NOUN
epaa-251	148	20	as	as	ADP
epaa-251	148	21	being	be	AUX
epaa-251	148	22	the	the	DET
epaa-251	148	23	hardest	hard	ADJ
epaa-251	148	24	to	to	PART
epaa-251	148	25	fill	fill	VERB
epaa-251	148	26	.	.	PUNCT
epaa-251	149	1	table	table	NOUN
epaa-251	149	2	1	1	NUM
epaa-251	149	3	presents	present	NOUN
epaa-251	149	4	calculated	calculate	VERB
epaa-251	149	5	national	national	ADJ
epaa-251	149	6	estimates	estimate	NOUN
epaa-251	149	7	of	of	ADP
epaa-251	149	8	the	the	DET
epaa-251	149	9	average	average	ADJ
epaa-251	149	10	difficulty	difficulty	NOUN
epaa-251	149	11	score	score	NOUN
epaa-251	149	12	schools	school	NOUN
epaa-251	149	13	reported	report	VERB
epaa-251	149	14	for	for	ADP
epaa-251	149	15	different	different	ADJ
epaa-251	149	16	subject	subject	ADJ
epaa-251	149	17	areas	area	NOUN
epaa-251	149	18	.	.	PUNCT
epaa-251	150	1	special	special	ADJ
epaa-251	150	2	education	education	NOUN
epaa-251	150	3	,	,	PUNCT
epaa-251	150	4	foreign	foreign	ADJ
epaa-251	150	5	language	language	NOUN
epaa-251	150	6	,	,	PUNCT
epaa-251	150	7	and	and	CCONJ
epaa-251	150	8	english	english	PROPN
epaa-251	150	9	as	as	ADP
epaa-251	150	10	a	a	DET
epaa-251	150	11	second	second	ADJ
epaa-251	150	12	language	language	NOUN
epaa-251	150	13	top	top	NOUN
epaa-251	150	14	the	the	DET
epaa-251	150	15	list	list	NOUN
epaa-251	150	16	.	.	PUNCT
epaa-251	151	1	positions	position	NOUN
epaa-251	151	2	in	in	ADP
epaa-251	151	3	math	math	NOUN
epaa-251	151	4	and	and	CCONJ
epaa-251	151	5	the	the	DET
epaa-251	151	6	physical	physical	ADJ
epaa-251	151	7	sciences	science	NOUN
epaa-251	151	8	were	be	AUX
epaa-251	151	9	also	also	ADV
epaa-251	151	10	difficult	difficult	ADJ
epaa-251	151	11	to	to	PART
epaa-251	151	12	fill	fill	VERB
epaa-251	151	13	.	.	PUNCT
epaa-251	152	1	interestingly	interestingly	ADV
epaa-251	152	2	,	,	PUNCT
epaa-251	152	3	schools	school	NOUN
epaa-251	152	4	reported	report	VERB
epaa-251	152	5	that	that	SCONJ
epaa-251	152	6	vocational	vocational	ADJ
epaa-251	152	7	education	education	NOUN
epaa-251	152	8	instructors	instructor	NOUN
epaa-251	152	9	,	,	PUNCT
epaa-251	152	10	a	a	DET
epaa-251	152	11	subject	subject	ADJ
epaa-251	152	12	area	area	NOUN
epaa-251	152	13	that	that	PRON
epaa-251	152	14	does	do	AUX
epaa-251	152	15	not	not	PART
epaa-251	152	16	get	get	VERB
epaa-251	152	17	much	much	ADJ
epaa-251	152	18	attention	attention	NOUN
epaa-251	152	19	in	in	ADP
epaa-251	152	20	either	either	PRON
epaa-251	152	21	media	medium	NOUN
epaa-251	152	22	reports	report	NOUN
epaa-251	152	23	or	or	CCONJ
epaa-251	152	24	academic	academic	ADJ
epaa-251	152	25	research	research	NOUN
epaa-251	152	26	,	,	PUNCT
epaa-251	152	27	were	be	AUX
epaa-251	152	28	just	just	ADV
epaa-251	152	29	as	as	ADV
epaa-251	152	30	hard	hard	ADJ
epaa-251	152	31	to	to	PART
epaa-251	152	32	find	find	VERB
epaa-251	152	33	as	as	ADP
epaa-251	152	34	special	special	ADJ
epaa-251	152	35	education	education	NOUN
epaa-251	152	36	teachers	teacher	NOUN
epaa-251	152	37	.	.	PUNCT
epaa-251	153	1	at	at	ADP
epaa-251	153	2	the	the	DET
epaa-251	153	3	other	other	ADJ
epaa-251	153	4	end	end	NOUN
epaa-251	153	5	of	of	ADP
epaa-251	153	6	the	the	DET
epaa-251	153	7	spectrum	spectrum	NOUN
epaa-251	153	8	,	,	PUNCT
epaa-251	153	9	public	public	ADJ
epaa-251	153	10	schools	school	NOUN
epaa-251	153	11	found	find	VERB
epaa-251	153	12	it	it	PRON
epaa-251	153	13	relatively	relatively	ADV
epaa-251	153	14	easy	easy	ADJ
epaa-251	153	15	to	to	PART
epaa-251	153	16	find	find	VERB
epaa-251	153	17	english	english	PROPN
epaa-251	153	18	,	,	PUNCT
epaa-251	153	19	social	social	ADJ
epaa-251	153	20	studies	study	NOUN
epaa-251	153	21	,	,	PUNCT
epaa-251	153	22	and	and	CCONJ
epaa-251	153	23	elementary	elementary	ADJ
epaa-251	153	24	school	school	NOUN
epaa-251	153	25	teachers	teacher	NOUN
epaa-251	153	26	.	.	PUNCT
epaa-251	154	1	table	table	NOUN
epaa-251	154	2	1	1	NUM
epaa-251	154	3	.	.	PUNCT
epaa-251	154	4	difficulty	difficulty	NOUN
epaa-251	154	5	in	in	ADP
epaa-251	154	6	hiring	hiring	NOUN
epaa-251	154	7	of	of	ADP
epaa-251	154	8	different	different	ADJ
epaa-251	154	9	subjects	subject	NOUN
epaa-251	154	10	as	as	SCONJ
epaa-251	154	11	reported	report	VERB
epaa-251	154	12	by	by	ADP
epaa-251	154	13	schools	school	NOUN
epaa-251	154	14	*	*	PROPN
epaa-251	154	15	subject	subject	PROPN
epaa-251	154	16	avg	avg	PROPN
epaa-251	154	17	.	.	PROPN
epaa-251	155	1	difficulty	difficulty	NOUN
epaa-251	155	2	score	score	VERB
epaa-251	155	3	foreign	foreign	ADJ
epaa-251	155	4	language	language	NOUN
epaa-251	155	5	2.28	2.28	NUM
epaa-251	155	6	special	special	ADJ
epaa-251	155	7	education	education	NOUN
epaa-251	155	8	2.19	2.19	NUM
epaa-251	155	9	vocational	vocational	ADJ
epaa-251	155	10	education	education	NOUN
epaa-251	155	11	2.19	2.19	NUM
epaa-251	155	12	esl	esl	NOUN
epaa-251	155	13	2.11	2.11	NUM
epaa-251	155	14	math	math	NOUN
epaa-251	155	15	2.10	2.10	NUM
epaa-251	155	16	physical	physical	ADJ
epaa-251	155	17	sciences	science	NOUN
epaa-251	155	18	2.03	2.03	NUM
epaa-251	155	19	computer	computer	NOUN
epaa-251	155	20	science	science	NOUN
epaa-251	155	21	1.99	1.99	NUM
epaa-251	155	22	biology	biology	NOUN
epaa-251	155	23	1.95	1.95	NUM
epaa-251	155	24	music	music	NOUN
epaa-251	155	25	/	/	SYM
epaa-251	155	26	art	art	NOUN
epaa-251	155	27	1.90	1.90	NUM
epaa-251	155	28	english	english	PROPN
epaa-251	155	29	1.55	1.55	NUM
epaa-251	155	30	general	general	PROPN
epaa-251	155	31	elementary	elementary	NOUN
epaa-251	155	32	1.39	1.39	NUM
epaa-251	155	33	9	9	NUM
epaa-251	155	34	of	of	ADP
epaa-251	155	35	18	18	NUM
epaa-251	155	36	social	social	ADJ
epaa-251	155	37	studies	study	NOUN
epaa-251	155	38	1.36	1.36	NUM
epaa-251	155	39	*	*	SYM
epaa-251	155	40	where	where	SCONJ
epaa-251	155	41	1	1	NUM
epaa-251	155	42	=	=	SYM
epaa-251	155	43	easy	easy	ADJ
epaa-251	155	44	,	,	PUNCT
epaa-251	155	45	2	2	NUM
epaa-251	155	46	=	=	ADJ
epaa-251	155	47	somewhat	somewhat	ADV
epaa-251	155	48	difficult	difficult	ADJ
epaa-251	155	49	,	,	PUNCT
epaa-251	155	50	3	3	NUM
epaa-251	155	51	=	=	ADJ
epaa-251	155	52	very	very	ADV
epaa-251	155	53	difficult	difficult	ADJ
epaa-251	155	54	,	,	PUNCT
epaa-251	155	55	4	4	NUM
epaa-251	155	56	=	=	NOUN
epaa-251	155	57	position	position	NOUN
epaa-251	155	58	never	never	ADV
epaa-251	155	59	filled	fill	VERB
epaa-251	155	60	.	.	PUNCT
epaa-251	156	1	source	source	NOUN
epaa-251	156	2	:	:	PUNCT
epaa-251	156	3	calculated	calculate	VERB
epaa-251	156	4	from	from	ADP
epaa-251	156	5	1999	1999	NUM
epaa-251	156	6	-	-	SYM
epaa-251	156	7	00	00	NUM
epaa-251	156	8	school	school	NOUN
epaa-251	156	9	and	and	CCONJ
epaa-251	156	10	staffing	staffing	NOUN
epaa-251	156	11	survey	survey	NOUN
epaa-251	156	12	,	,	PUNCT
epaa-251	156	13	national	national	ADJ
epaa-251	156	14	center	center	NOUN
epaa-251	156	15	for	for	ADP
epaa-251	156	16	education	education	NOUN
epaa-251	156	17	statistics	statistic	NOUN
epaa-251	156	18	,	,	PUNCT
epaa-251	156	19	u.s	u.s	PROPN
epaa-251	156	20	.	.	PROPN
epaa-251	156	21	department	department	PROPN
epaa-251	156	22	of	of	ADP
epaa-251	156	23	education	education	NOUN
epaa-251	156	24	.	.	PUNCT
epaa-251	157	1	a	a	DET
epaa-251	157	2	disproportionate	disproportionate	ADJ
epaa-251	157	3	impact	impact	NOUN
epaa-251	157	4	the	the	DET
epaa-251	157	5	literature	literature	NOUN
epaa-251	157	6	discussed	discuss	VERB
epaa-251	157	7	above	above	ADV
epaa-251	157	8	also	also	ADV
epaa-251	157	9	suggests	suggest	VERB
epaa-251	157	10	that	that	SCONJ
epaa-251	157	11	,	,	PUNCT
epaa-251	157	12	in	in	ADP
epaa-251	157	13	addition	addition	NOUN
epaa-251	157	14	to	to	ADP
epaa-251	157	15	the	the	DET
epaa-251	157	16	variation	variation	NOUN
epaa-251	157	17	by	by	ADP
epaa-251	157	18	region	region	NOUN
epaa-251	157	19	and	and	CCONJ
epaa-251	157	20	subject	subject	ADJ
epaa-251	157	21	,	,	PUNCT
epaa-251	157	22	other	other	ADJ
epaa-251	157	23	factors	factor	NOUN
epaa-251	157	24	have	have	VERB
epaa-251	157	25	an	an	DET
epaa-251	157	26	effect	effect	NOUN
epaa-251	157	27	on	on	ADP
epaa-251	157	28	how	how	SCONJ
epaa-251	157	29	difficult	difficult	ADJ
epaa-251	157	30	it	it	PRON
epaa-251	157	31	is	be	AUX
epaa-251	157	32	for	for	ADP
epaa-251	157	33	a	a	DET
epaa-251	157	34	school	school	NOUN
epaa-251	157	35	or	or	CCONJ
epaa-251	157	36	district	district	NOUN
epaa-251	157	37	to	to	PART
epaa-251	157	38	fill	fill	VERB
epaa-251	157	39	a	a	DET
epaa-251	157	40	teaching	teaching	NOUN
epaa-251	157	41	position	position	NOUN
epaa-251	157	42	.	.	PUNCT
epaa-251	158	1	using	use	VERB
epaa-251	158	2	the	the	DET
epaa-251	158	3	same	same	ADJ
epaa-251	158	4	definition	definition	NOUN
epaa-251	158	5	of	of	ADP
epaa-251	158	6	unfilled	unfilled	ADJ
epaa-251	158	7	teaching	teaching	NOUN
epaa-251	158	8	positions	position	NOUN
epaa-251	158	9	discussed	discuss	VERB
epaa-251	158	10	above	above	ADV
epaa-251	158	11	,	,	PUNCT
epaa-251	158	12	table	table	NOUN
epaa-251	158	13	2	2	NUM
epaa-251	158	14	offers	offer	VERB
epaa-251	158	15	estimates	estimate	NOUN
epaa-251	158	16	of	of	ADP
epaa-251	158	17	the	the	DET
epaa-251	158	18	late	late	ADJ
epaa-251	158	19	-	-	PUNCT
epaa-251	158	20	fill	fill	NOUN
epaa-251	158	21	rate	rate	NOUN
epaa-251	158	22	at	at	ADP
epaa-251	158	23	the	the	DET
epaa-251	158	24	start	start	NOUN
epaa-251	158	25	of	of	ADP
epaa-251	158	26	the	the	DET
epaa-251	158	27	school	school	NOUN
epaa-251	158	28	year	year	NOUN
epaa-251	158	29	for	for	ADP
epaa-251	158	30	districts	district	NOUN
epaa-251	158	31	in	in	ADP
epaa-251	158	32	urban	urban	ADJ
epaa-251	158	33	,	,	PUNCT
epaa-251	158	34	suburban	suburban	ADJ
epaa-251	158	35	,	,	PUNCT
epaa-251	158	36	and	and	CCONJ
epaa-251	158	37	rural	rural	ADJ
epaa-251	158	38	areas	area	NOUN
epaa-251	158	39	,	,	PUNCT
epaa-251	158	40	those	those	PRON
epaa-251	158	41	with	with	ADP
epaa-251	158	42	a	a	DET
epaa-251	158	43	high	high	ADJ
epaa-251	158	44	percentage	percentage	NOUN
epaa-251	158	45	of	of	ADP
epaa-251	158	46	minority	minority	NOUN
epaa-251	158	47	students	student	NOUN
epaa-251	158	48	,	,	PUNCT
epaa-251	158	49	and	and	CCONJ
epaa-251	158	50	the	the	DET
epaa-251	158	51	relative	relative	ADJ
epaa-251	158	52	percentage	percentage	NOUN
epaa-251	158	53	of	of	ADP
epaa-251	158	54	students	student	NOUN
epaa-251	158	55	eligible	eligible	ADJ
epaa-251	158	56	for	for	ADP
epaa-251	158	57	free	free	ADJ
epaa-251	158	58	and	and	CCONJ
epaa-251	158	59	reduced	reduce	VERB
epaa-251	158	60	lunch	lunch	NOUN
epaa-251	158	61	programs	program	NOUN
epaa-251	158	62	.	.	PUNCT
epaa-251	159	1	the	the	DET
epaa-251	159	2	data	datum	NOUN
epaa-251	159	3	suggest	suggest	VERB
epaa-251	159	4	that	that	SCONJ
epaa-251	159	5	the	the	DET
epaa-251	159	6	challenge	challenge	NOUN
epaa-251	159	7	of	of	ADP
epaa-251	159	8	hiring	hire	VERB
epaa-251	159	9	teachers	teacher	NOUN
epaa-251	159	10	becomes	become	VERB
epaa-251	159	11	less	less	ADV
epaa-251	159	12	difficult	difficult	ADJ
epaa-251	159	13	as	as	SCONJ
epaa-251	159	14	one	one	NUM
epaa-251	159	15	moves	move	NOUN
epaa-251	159	16	away	away	ADV
epaa-251	159	17	from	from	ADP
epaa-251	159	18	the	the	DET
epaa-251	159	19	central	central	ADJ
epaa-251	159	20	city	city	NOUN
epaa-251	159	21	.	.	PUNCT
epaa-251	160	1	the	the	DET
epaa-251	160	2	late	late	ADJ
epaa-251	160	3	-	-	PUNCT
epaa-251	160	4	fill	fill	NOUN
epaa-251	160	5	rate	rate	NOUN
epaa-251	160	6	for	for	ADP
epaa-251	160	7	urban	urban	ADJ
epaa-251	160	8	school	school	NOUN
epaa-251	160	9	districts	district	NOUN
epaa-251	160	10	was	be	AUX
epaa-251	160	11	more	more	ADJ
epaa-251	160	12	than	than	ADP
epaa-251	160	13	50	50	NUM
epaa-251	160	14	percent	percent	NOUN
epaa-251	160	15	higher	high	ADJ
epaa-251	160	16	than	than	ADP
epaa-251	160	17	that	that	PRON
epaa-251	160	18	for	for	ADP
epaa-251	160	19	suburban	suburban	ADJ
epaa-251	160	20	school	school	NOUN
epaa-251	160	21	districts	district	NOUN
epaa-251	160	22	and	and	CCONJ
epaa-251	160	23	twice	twice	ADV
epaa-251	160	24	as	as	ADV
epaa-251	160	25	high	high	ADJ
epaa-251	160	26	as	as	ADP
epaa-251	160	27	the	the	DET
epaa-251	160	28	figure	figure	NOUN
epaa-251	160	29	for	for	ADP
epaa-251	160	30	rural	rural	ADJ
epaa-251	160	31	schools	school	NOUN
epaa-251	160	32	.	.	PUNCT
epaa-251	161	1	another	another	DET
epaa-251	161	2	way	way	NOUN
epaa-251	161	3	of	of	ADP
epaa-251	161	4	looking	look	VERB
epaa-251	161	5	at	at	ADP
epaa-251	161	6	the	the	DET
epaa-251	161	7	disproportionate	disproportionate	ADJ
epaa-251	161	8	impact	impact	NOUN
epaa-251	161	9	of	of	ADP
epaa-251	161	10	the	the	DET
epaa-251	161	11	teacher	teacher	NOUN
epaa-251	161	12	shortage	shortage	NOUN
epaa-251	161	13	on	on	ADP
epaa-251	161	14	central	central	ADJ
epaa-251	161	15	city	city	NOUN
epaa-251	161	16	schools	school	NOUN
epaa-251	161	17	is	be	AUX
epaa-251	161	18	to	to	PART
epaa-251	161	19	note	note	VERB
epaa-251	161	20	that	that	SCONJ
epaa-251	161	21	though	though	SCONJ
epaa-251	161	22	urban	urban	ADJ
epaa-251	161	23	districts	district	NOUN
epaa-251	161	24	account	account	VERB
epaa-251	161	25	for	for	ADP
epaa-251	161	26	29	29	NUM
epaa-251	161	27	percent	percent	NOUN
epaa-251	161	28	of	of	ADP
epaa-251	161	29	the	the	DET
epaa-251	161	30	teaching	teaching	NOUN
epaa-251	161	31	positions	position	NOUN
epaa-251	161	32	in	in	ADP
epaa-251	161	33	the	the	DET
epaa-251	161	34	country	country	NOUN
epaa-251	161	35	,	,	PUNCT
epaa-251	161	36	they	they	PRON
epaa-251	161	37	represented	represent	VERB
epaa-251	161	38	41	41	NUM
epaa-251	161	39	percent	percent	NOUN
epaa-251	161	40	of	of	ADP
epaa-251	161	41	the	the	DET
epaa-251	161	42	late	late	ADJ
epaa-251	161	43	-	-	PUNCT
epaa-251	161	44	fill	fill	NOUN
epaa-251	161	45	positions	position	NOUN
epaa-251	161	46	for	for	ADP
epaa-251	161	47	the	the	DET
epaa-251	161	48	1999	1999	NUM
epaa-251	161	49	-	-	SYM
epaa-251	161	50	00	00	NUM
epaa-251	161	51	school	school	NOUN
epaa-251	161	52	year	year	NOUN
epaa-251	161	53	.	.	PUNCT
epaa-251	162	1	given	give	VERB
epaa-251	162	2	these	these	DET
epaa-251	162	3	figures	figure	NOUN
epaa-251	162	4	for	for	ADP
epaa-251	162	5	urban	urban	ADJ
epaa-251	162	6	schools	school	NOUN
epaa-251	162	7	,	,	PUNCT
epaa-251	162	8	it	it	PRON
epaa-251	162	9	comes	come	VERB
epaa-251	162	10	as	as	ADP
epaa-251	162	11	little	little	ADJ
epaa-251	162	12	surprise	surprise	NOUN
epaa-251	162	13	that	that	SCONJ
epaa-251	162	14	the	the	DET
epaa-251	162	15	shortage	shortage	NOUN
epaa-251	162	16	has	have	VERB
epaa-251	162	17	a	a	DET
epaa-251	162	18	more	more	ADV
epaa-251	162	19	profound	profound	ADJ
epaa-251	162	20	impact	impact	NOUN
epaa-251	162	21	on	on	ADP
epaa-251	162	22	schools	school	NOUN
epaa-251	162	23	with	with	ADP
epaa-251	162	24	relatively	relatively	ADV
epaa-251	162	25	high	high	ADJ
epaa-251	162	26	minority	minority	NOUN
epaa-251	162	27	student	student	NOUN
epaa-251	162	28	populations	population	NOUN
epaa-251	162	29	and	and	CCONJ
epaa-251	162	30	larger	large	ADJ
epaa-251	162	31	shares	share	NOUN
epaa-251	162	32	of	of	ADP
epaa-251	162	33	students	student	NOUN
epaa-251	162	34	eligible	eligible	ADJ
epaa-251	162	35	for	for	ADP
epaa-251	162	36	free	free	ADJ
epaa-251	162	37	and	and	CCONJ
epaa-251	162	38	reduced	reduce	VERB
epaa-251	162	39	lunch	lunch	NOUN
epaa-251	162	40	.	.	PUNCT
epaa-251	163	1	table	table	NOUN
epaa-251	163	2	2	2	NUM
epaa-251	163	3	separates	separate	VERB
epaa-251	163	4	public	public	ADJ
epaa-251	163	5	school	school	NOUN
epaa-251	163	6	districts	district	NOUN
epaa-251	163	7	into	into	ADP
epaa-251	163	8	two	two	NUM
epaa-251	163	9	categories	category	NOUN
epaa-251	163	10	,	,	PUNCT
epaa-251	163	11	those	those	PRON
epaa-251	163	12	whose	whose	DET
epaa-251	163	13	student	student	NOUN
epaa-251	163	14	population	population	NOUN
epaa-251	163	15	is	be	AUX
epaa-251	163	16	comprised	comprise	VERB
epaa-251	163	17	of	of	ADP
epaa-251	163	18	more	more	ADJ
epaa-251	163	19	than	than	ADP
epaa-251	163	20	40	40	NUM
epaa-251	163	21	percent	percent	NOUN
epaa-251	163	22	minority	minority	NOUN
epaa-251	163	23	students	student	NOUN
epaa-251	163	24	and	and	CCONJ
epaa-251	163	25	those	those	DET
epaa-251	163	26	districts	district	NOUN
epaa-251	163	27	where	where	SCONJ
epaa-251	163	28	minority	minority	NOUN
epaa-251	163	29	students	student	NOUN
epaa-251	163	30	account	account	VERB
epaa-251	163	31	for	for	ADP
epaa-251	163	32	40	40	NUM
epaa-251	163	33	percent	percent	NOUN
epaa-251	163	34	or	or	CCONJ
epaa-251	163	35	less	less	ADJ
epaa-251	163	36	of	of	ADP
epaa-251	163	37	the	the	DET
epaa-251	163	38	population	population	NOUN
epaa-251	163	39	.	.	PUNCT
epaa-251	164	1	school	school	NOUN
epaa-251	164	2	districts	district	NOUN
epaa-251	164	3	with	with	ADP
epaa-251	164	4	high	high	ADJ
epaa-251	164	5	minority	minority	NOUN
epaa-251	164	6	populations	population	NOUN
epaa-251	164	7	appeared	appear	VERB
epaa-251	164	8	to	to	PART
epaa-251	164	9	have	have	VERB
epaa-251	164	10	a	a	DET
epaa-251	164	11	much	much	ADV
epaa-251	164	12	more	more	ADV
epaa-251	164	13	difficult	difficult	ADJ
epaa-251	164	14	time	time	NOUN
epaa-251	164	15	filling	fill	VERB
epaa-251	164	16	their	their	PRON
epaa-251	164	17	teaching	teaching	NOUN
epaa-251	164	18	positions	position	NOUN
epaa-251	164	19	in	in	ADP
epaa-251	164	20	1999	1999	NUM
epaa-251	164	21	-	-	SYM
epaa-251	164	22	00	00	NUM
epaa-251	164	23	.	.	PUNCT
epaa-251	165	1	these	these	DET
epaa-251	165	2	districts	district	NOUN
epaa-251	165	3	accounted	account	VERB
epaa-251	165	4	for	for	ADP
epaa-251	165	5	less	less	ADJ
epaa-251	165	6	than	than	ADP
epaa-251	165	7	half	half	NOUN
epaa-251	165	8	(	(	PUNCT
epaa-251	165	9	42	42	NUM
epaa-251	165	10	percent	percent	NOUN
epaa-251	165	11	)	)	PUNCT
epaa-251	165	12	of	of	ADP
epaa-251	165	13	the	the	DET
epaa-251	165	14	total	total	ADJ
epaa-251	165	15	teaching	teaching	NOUN
epaa-251	165	16	positions	position	NOUN
epaa-251	165	17	,	,	PUNCT
epaa-251	165	18	but	but	CCONJ
epaa-251	165	19	they	they	PRON
epaa-251	165	20	represented	represent	VERB
epaa-251	165	21	over	over	ADP
epaa-251	165	22	57	57	NUM
epaa-251	165	23	percent	percent	NOUN
epaa-251	165	24	of	of	ADP
epaa-251	165	25	the	the	DET
epaa-251	165	26	total	total	ADJ
epaa-251	165	27	number	number	NOUN
epaa-251	165	28	of	of	ADP
epaa-251	165	29	late	late	ADJ
epaa-251	165	30	-	-	PUNCT
epaa-251	165	31	fill	fill	NOUN
epaa-251	165	32	positions	position	NOUN
epaa-251	165	33	at	at	ADP
epaa-251	165	34	the	the	DET
epaa-251	165	35	start	start	NOUN
epaa-251	165	36	of	of	ADP
epaa-251	165	37	the	the	DET
epaa-251	165	38	year	year	NOUN
epaa-251	165	39	.	.	PUNCT
epaa-251	166	1	that	that	DET
epaa-251	166	2	figure	figure	NOUN
epaa-251	166	3	translates	translate	VERB
epaa-251	166	4	into	into	ADP
epaa-251	166	5	a	a	DET
epaa-251	166	6	2.11	2.11	NUM
epaa-251	166	7	percent	percent	NOUN
epaa-251	166	8	late	late	ADJ
epaa-251	166	9	-	-	PUNCT
epaa-251	166	10	fill	fill	NOUN
epaa-251	166	11	rate	rate	NOUN
epaa-251	166	12	,	,	PUNCT
epaa-251	166	13	or	or	CCONJ
epaa-251	166	14	twice	twice	DET
epaa-251	166	15	the	the	DET
epaa-251	166	16	rate	rate	NOUN
epaa-251	166	17	of	of	ADP
epaa-251	166	18	districts	district	NOUN
epaa-251	166	19	with	with	ADP
epaa-251	166	20	fewer	few	ADJ
epaa-251	166	21	than	than	ADP
epaa-251	166	22	40	40	NUM
epaa-251	166	23	%	%	NOUN
epaa-251	166	24	minority	minority	NOUN
epaa-251	166	25	students	student	NOUN
epaa-251	166	26	.	.	PUNCT
epaa-251	167	1	the	the	DET
epaa-251	167	2	findings	finding	NOUN
epaa-251	167	3	regarding	regard	VERB
epaa-251	167	4	the	the	DET
epaa-251	167	5	minority	minority	NOUN
epaa-251	167	6	student	student	NOUN
epaa-251	167	7	population	population	NOUN
epaa-251	167	8	are	be	AUX
epaa-251	167	9	very	very	ADV
epaa-251	167	10	similar	similar	ADJ
epaa-251	167	11	to	to	ADP
epaa-251	167	12	those	those	PRON
epaa-251	167	13	that	that	PRON
epaa-251	167	14	emerge	emerge	VERB
epaa-251	167	15	when	when	SCONJ
epaa-251	167	16	one	one	PRON
epaa-251	167	17	examines	examine	VERB
epaa-251	167	18	the	the	DET
epaa-251	167	19	impact	impact	NOUN
epaa-251	167	20	of	of	ADP
epaa-251	167	21	the	the	DET
epaa-251	167	22	shortage	shortage	NOUN
epaa-251	167	23	relative	relative	ADJ
epaa-251	167	24	to	to	ADP
epaa-251	167	25	the	the	DET
epaa-251	167	26	socio	socio	NOUN
epaa-251	167	27	-	-	PUNCT
epaa-251	167	28	economic	economic	ADJ
epaa-251	167	29	status	status	NOUN
epaa-251	167	30	of	of	ADP
epaa-251	167	31	the	the	DET
epaa-251	167	32	student	student	NOUN
epaa-251	167	33	population	population	NOUN
epaa-251	167	34	.	.	PUNCT
epaa-251	168	1	using	use	VERB
epaa-251	168	2	the	the	DET
epaa-251	168	3	percentage	percentage	NOUN
epaa-251	168	4	of	of	ADP
epaa-251	168	5	students	student	NOUN
epaa-251	168	6	eligible	eligible	ADJ
epaa-251	168	7	for	for	ADP
epaa-251	168	8	free	free	ADJ
epaa-251	168	9	and	and	CCONJ
epaa-251	168	10	reduced	reduced	ADJ
epaa-251	168	11	lunch	lunch	NOUN
epaa-251	168	12	as	as	ADP
epaa-251	168	13	a	a	DET
epaa-251	168	14	proxy	proxy	NOUN
epaa-251	168	15	,	,	PUNCT
epaa-251	168	16	districts	district	NOUN
epaa-251	168	17	with	with	ADP
epaa-251	168	18	relatively	relatively	ADV
epaa-251	168	19	high	high	ADJ
epaa-251	168	20	levels	level	NOUN
epaa-251	168	21	of	of	ADP
epaa-251	168	22	low	low	ADJ
epaa-251	168	23	-	-	PUNCT
epaa-251	168	24	income	income	NOUN
epaa-251	168	25	students	student	NOUN
epaa-251	168	26	found	find	VERB
epaa-251	168	27	a	a	DET
epaa-251	168	28	larger	large	ADJ
epaa-251	168	29	share	share	NOUN
epaa-251	168	30	(	(	PUNCT
epaa-251	168	31	1.88	1.88	NUM
epaa-251	168	32	percent	percent	NOUN
epaa-251	168	33	)	)	PUNCT
epaa-251	168	34	of	of	ADP
epaa-251	168	35	their	their	PRON
epaa-251	168	36	teaching	teaching	NOUN
epaa-251	168	37	positions	position	NOUN
epaa-251	168	38	filled	fill	VERB
epaa-251	168	39	after	after	ADP
epaa-251	168	40	the	the	DET
epaa-251	168	41	start	start	NOUN
epaa-251	168	42	of	of	ADP
epaa-251	168	43	the	the	DET
epaa-251	168	44	year	year	NOUN
epaa-251	168	45	compared	compare	VERB
epaa-251	168	46	to	to	ADP
epaa-251	168	47	those	those	PRON
epaa-251	168	48	with	with	ADP
epaa-251	168	49	fewer	few	ADJ
epaa-251	168	50	low	low	ADJ
epaa-251	168	51	-	-	PUNCT
epaa-251	168	52	income	income	NOUN
epaa-251	168	53	students	student	NOUN
epaa-251	168	54	(	(	PUNCT
epaa-251	168	55	1.13	1.13	NUM
epaa-251	168	56	percent	percent	NOUN
epaa-251	168	57	)	)	PUNCT
epaa-251	168	58	.	.	PUNCT
epaa-251	169	1	table	table	NOUN
epaa-251	169	2	2	2	NUM
epaa-251	169	3	.	.	PUNCT
epaa-251	169	4	late	late	ADJ
epaa-251	169	5	-	-	PUNCT
epaa-251	169	6	fill	fill	NOUN
epaa-251	169	7	rate	rate	NOUN
epaa-251	169	8	by	by	ADP
epaa-251	169	9	share	share	NOUN
epaa-251	169	10	of	of	ADP
epaa-251	169	11	minority	minority	NOUN
epaa-251	169	12	students	student	NOUN
epaa-251	169	13	,	,	PUNCT
epaa-251	169	14	free	free	ADJ
epaa-251	169	15	/	/	SYM
epaa-251	169	16	reduced	reduce	VERB
epaa-251	169	17	lunch	lunch	NOUN
epaa-251	169	18	eligible	eligible	ADJ
epaa-251	169	19	and	and	CCONJ
epaa-251	169	20	location	location	NOUN
epaa-251	169	21	of	of	ADP
epaa-251	169	22	school	school	NOUN
epaa-251	169	23	districts	district	NOUN
epaa-251	169	24	sass	sass	VERB
epaa-251	169	25	1999	1999	NUM
epaa-251	169	26	-	-	SYM
epaa-251	169	27	00	00	NUM
epaa-251	169	28	total	total	ADJ
epaa-251	169	29	unfilled	unfilled	ADJ
epaa-251	169	30	late	late	ADJ
epaa-251	169	31	-	-	PUNCT
epaa-251	169	32	fill	fill	NOUN
epaa-251	169	33	rate	rate	NOUN
epaa-251	169	34	10	10	NUM
epaa-251	169	35	of	of	ADP
epaa-251	169	36	18	18	NUM
epaa-251	169	37	positions	position	NOUN
epaa-251	169	38	positions	position	NOUN
epaa-251	169	39	(	(	PUNCT
epaa-251	169	40	%	%	INTJ
epaa-251	169	41	)	)	PUNCT
epaa-251	169	42	percentage	percentage	NOUN
epaa-251	169	43	minority	minority	NOUN
epaa-251	169	44	students	student	NOUN
epaa-251	169	45	40	40	NUM
epaa-251	169	46	%	%	NOUN
epaa-251	169	47	or	or	CCONJ
epaa-251	169	48	less	less	ADJ
epaa-251	169	49	1,865,090	1,865,090	NUM
epaa-251	169	50	19,580	19,580	NUM
epaa-251	169	51	1.05	1.05	NUM
epaa-251	169	52	greater	great	ADJ
epaa-251	169	53	than	than	ADP
epaa-251	169	54	40	40	NUM
epaa-251	169	55	%	%	NOUN
epaa-251	169	56	1,207,639	1,207,639	NUM
epaa-251	169	57	25,508	25,508	NUM
epaa-251	169	58	2.11	2.11	NUM
epaa-251	169	59	students	student	NOUN
epaa-251	169	60	eligible	eligible	ADJ
epaa-251	169	61	for	for	ADP
epaa-251	169	62	free	free	ADJ
epaa-251	169	63	/	/	SYM
epaa-251	169	64	reduced	reduced	ADJ
epaa-251	169	65	lunch	lunch	NOUN
epaa-251	169	66	40	40	NUM
epaa-251	169	67	%	%	NOUN
epaa-251	169	68	or	or	CCONJ
epaa-251	169	69	less	less	ADJ
epaa-251	169	70	1,693,096	1,693,096	NUM
epaa-251	169	71	19,211	19,211	NUM
epaa-251	169	72	1.13	1.13	NUM
epaa-251	169	73	greater	great	ADJ
epaa-251	169	74	than	than	ADP
epaa-251	169	75	40	40	NUM
epaa-251	169	76	%	%	NOUN
epaa-251	169	77	1,379,633	1,379,633	NUM
epaa-251	169	78	25,877	25,877	NUM
epaa-251	169	79	1.88	1.88	NUM
epaa-251	169	80	district	district	NOUN
epaa-251	169	81	location	location	NOUN
epaa-251	169	82	central	central	ADJ
epaa-251	169	83	city	city	NOUN
epaa-251	169	84	893,067	893,067	NUM
epaa-251	169	85	18,602	18,602	NUM
epaa-251	169	86	2.08	2.08	NUM
epaa-251	169	87	suburban	suburban	ADJ
epaa-251	169	88	1,508,341	1,508,341	NUM
epaa-251	169	89	20,322	20,322	NUM
epaa-251	169	90	1.35	1.35	NUM
epaa-251	169	91	rural	rural	NOUN
epaa-251	169	92	671,321	671,321	NUM
epaa-251	169	93	6,163	6,163	NUM
epaa-251	169	94	0.92	0.92	NUM
epaa-251	169	95	u.s	u.s	PROPN
epaa-251	169	96	.	.	PROPN
epaa-251	169	97	total	total	NOUN
epaa-251	169	98	3,072,729	3,072,729	NUM
epaa-251	169	99	45,088	45,088	NUM
epaa-251	169	100	1.47	1.47	NUM
epaa-251	169	101	source	source	NOUN
epaa-251	169	102	:	:	PUNCT
epaa-251	169	103	calculated	calculate	VERB
epaa-251	169	104	from	from	ADP
epaa-251	169	105	1999	1999	NUM
epaa-251	169	106	-	-	SYM
epaa-251	169	107	00	00	NUM
epaa-251	169	108	school	school	NOUN
epaa-251	169	109	and	and	CCONJ
epaa-251	169	110	staffing	staffing	NOUN
epaa-251	169	111	survey	survey	NOUN
epaa-251	169	112	,	,	PUNCT
epaa-251	169	113	national	national	ADJ
epaa-251	169	114	center	center	NOUN
epaa-251	169	115	for	for	ADP
epaa-251	169	116	education	education	NOUN
epaa-251	169	117	statistics	statistic	NOUN
epaa-251	169	118	,	,	PUNCT
epaa-251	169	119	u.s	u.s	PROPN
epaa-251	169	120	.	.	PROPN
epaa-251	169	121	department	department	PROPN
epaa-251	169	122	of	of	ADP
epaa-251	169	123	education	education	NOUN
epaa-251	169	124	.	.	PUNCT
epaa-251	170	1	iv	iv	X
epaa-251	170	2	.	.	PUNCT
epaa-251	170	3	policy	policy	NOUN
epaa-251	170	4	considerations	consideration	NOUN
epaa-251	170	5	in	in	ADP
epaa-251	170	6	sum	sum	NOUN
epaa-251	170	7	,	,	PUNCT
epaa-251	170	8	rather	rather	ADV
epaa-251	170	9	than	than	ADP
epaa-251	170	10	a	a	DET
epaa-251	170	11	national	national	ADJ
epaa-251	170	12	crisis	crisis	NOUN
epaa-251	170	13	,	,	PUNCT
epaa-251	170	14	the	the	DET
epaa-251	170	15	sass	sass	NOUN
epaa-251	170	16	data	datum	NOUN
epaa-251	170	17	show	show	VERB
epaa-251	170	18	the	the	DET
epaa-251	170	19	teacher	teacher	NOUN
epaa-251	170	20	shortage	shortage	NOUN
epaa-251	170	21	to	to	PART
epaa-251	170	22	be	be	AUX
epaa-251	170	23	a	a	DET
epaa-251	170	24	regional	regional	ADJ
epaa-251	170	25	,	,	PUNCT
epaa-251	170	26	subject	subject	ADJ
epaa-251	170	27	specific	specific	ADJ
epaa-251	170	28	phenomenon	phenomenon	NOUN
epaa-251	170	29	.	.	PUNCT
epaa-251	171	1	districts	district	NOUN
epaa-251	171	2	in	in	ADP
epaa-251	171	3	the	the	DET
epaa-251	171	4	southeast	southeast	NOUN
epaa-251	171	5	,	,	PUNCT
epaa-251	171	6	southwest	southwest	NOUN
epaa-251	171	7	,	,	PUNCT
epaa-251	171	8	and	and	CCONJ
epaa-251	171	9	west	west	PROPN
epaa-251	171	10	had	have	VERB
epaa-251	171	11	a	a	DET
epaa-251	171	12	more	more	ADV
epaa-251	171	13	difficult	difficult	ADJ
epaa-251	171	14	time	time	NOUN
epaa-251	171	15	filling	fill	VERB
epaa-251	171	16	vacancies	vacancy	NOUN
epaa-251	171	17	than	than	ADP
epaa-251	171	18	those	those	PRON
epaa-251	171	19	in	in	ADP
epaa-251	171	20	the	the	DET
epaa-251	171	21	midwest	midwest	NOUN
epaa-251	171	22	and	and	CCONJ
epaa-251	171	23	northeast	northeast	NOUN
epaa-251	171	24	.	.	PUNCT
epaa-251	172	1	foreign	foreign	ADJ
epaa-251	172	2	language	language	NOUN
epaa-251	172	3	and	and	CCONJ
epaa-251	172	4	special	special	ADJ
epaa-251	172	5	education	education	NOUN
epaa-251	172	6	teachers	teacher	NOUN
epaa-251	172	7	were	be	AUX
epaa-251	172	8	among	among	ADP
epaa-251	172	9	the	the	DET
epaa-251	172	10	hardest	hard	ADJ
epaa-251	172	11	to	to	PART
epaa-251	172	12	find	find	VERB
epaa-251	172	13	,	,	PUNCT
epaa-251	172	14	as	as	SCONJ
epaa-251	172	15	were	be	AUX
epaa-251	172	16	vocational	vocational	ADJ
epaa-251	172	17	education	education	NOUN
epaa-251	172	18	,	,	PUNCT
epaa-251	172	19	math	math	NOUN
epaa-251	172	20	,	,	PUNCT
epaa-251	172	21	and	and	CCONJ
epaa-251	172	22	science	science	NOUN
epaa-251	172	23	teachers	teacher	NOUN
epaa-251	172	24	.	.	PUNCT
epaa-251	173	1	most	most	ADV
epaa-251	173	2	importantly	importantly	ADV
epaa-251	173	3	,	,	PUNCT
epaa-251	173	4	the	the	DET
epaa-251	173	5	impact	impact	NOUN
epaa-251	173	6	of	of	ADP
epaa-251	173	7	the	the	DET
epaa-251	173	8	shortage	shortage	NOUN
epaa-251	173	9	is	be	AUX
epaa-251	173	10	far	far	ADV
epaa-251	173	11	more	more	ADV
epaa-251	173	12	acute	acute	ADJ
epaa-251	173	13	in	in	ADP
epaa-251	173	14	lower	low	ADJ
epaa-251	173	15	income	income	NOUN
epaa-251	173	16	,	,	PUNCT
epaa-251	173	17	urban	urban	ADJ
epaa-251	173	18	districts	district	NOUN
epaa-251	173	19	with	with	ADP
epaa-251	173	20	relatively	relatively	ADV
epaa-251	173	21	high	high	ADJ
epaa-251	173	22	minority	minority	NOUN
epaa-251	173	23	student	student	NOUN
epaa-251	173	24	populations	population	NOUN
epaa-251	173	25	.	.	PUNCT
epaa-251	174	1	these	these	DET
epaa-251	174	2	findings	finding	NOUN
epaa-251	174	3	support	support	VERB
epaa-251	174	4	many	many	ADJ
epaa-251	174	5	of	of	ADP
epaa-251	174	6	the	the	DET
epaa-251	174	7	characteristics	characteristic	NOUN
epaa-251	174	8	of	of	ADP
epaa-251	174	9	the	the	DET
epaa-251	174	10	shortage	shortage	NOUN
epaa-251	174	11	that	that	PRON
epaa-251	174	12	researchers	researcher	NOUN
epaa-251	174	13	found	find	VERB
epaa-251	174	14	and/or	and/or	CCONJ
epaa-251	174	15	asserted	assert	VERB
epaa-251	174	16	.	.	PUNCT
epaa-251	175	1	while	while	SCONJ
epaa-251	175	2	this	this	DET
epaa-251	175	3	research	research	NOUN
epaa-251	175	4	adds	add	VERB
epaa-251	175	5	a	a	DET
epaa-251	175	6	national	national	ADJ
epaa-251	175	7	perspective	perspective	NOUN
epaa-251	175	8	on	on	ADP
epaa-251	175	9	the	the	DET
epaa-251	175	10	problem	problem	NOUN
epaa-251	175	11	and	and	CCONJ
epaa-251	175	12	a	a	DET
epaa-251	175	13	systematic	systematic	ADJ
epaa-251	175	14	investigation	investigation	NOUN
epaa-251	175	15	into	into	ADP
epaa-251	175	16	its	its	PRON
epaa-251	175	17	various	various	ADJ
epaa-251	175	18	facets	facet	NOUN
epaa-251	175	19	,	,	PUNCT
epaa-251	175	20	it	it	PRON
epaa-251	175	21	also	also	ADV
epaa-251	175	22	illuminates	illuminate	VERB
epaa-251	175	23	a	a	DET
epaa-251	175	24	significant	significant	ADJ
epaa-251	175	25	gap	gap	NOUN
epaa-251	175	26	that	that	PRON
epaa-251	175	27	remains	remain	VERB
epaa-251	175	28	in	in	ADP
epaa-251	175	29	the	the	DET
epaa-251	175	30	teacher	teacher	NOUN
epaa-251	175	31	supply	supply	NOUN
epaa-251	175	32	/	/	SYM
epaa-251	175	33	demand	demand	NOUN
epaa-251	175	34	data	datum	NOUN
epaa-251	175	35	.	.	PUNCT
epaa-251	176	1	it	it	PRON
epaa-251	176	2	is	be	AUX
epaa-251	176	3	still	still	ADV
epaa-251	176	4	not	not	PART
epaa-251	176	5	possible	possible	ADJ
epaa-251	176	6	to	to	PART
epaa-251	176	7	estimate	estimate	VERB
epaa-251	176	8	the	the	DET
epaa-251	176	9	absolute	absolute	ADJ
epaa-251	176	10	magnitude	magnitude	NOUN
epaa-251	176	11	of	of	ADP
epaa-251	176	12	the	the	DET
epaa-251	176	13	shortage	shortage	NOUN
epaa-251	176	14	with	with	ADP
epaa-251	176	15	any	any	DET
epaa-251	176	16	confidence	confidence	NOUN
epaa-251	176	17	.	.	PUNCT
epaa-251	177	1	this	this	DET
epaa-251	177	2	problem	problem	NOUN
epaa-251	177	3	persists	persist	VERB
epaa-251	177	4	despite	despite	SCONJ
epaa-251	177	5	efforts	effort	NOUN
epaa-251	177	6	by	by	ADP
epaa-251	177	7	the	the	DET
epaa-251	177	8	nces	nce	NOUN
epaa-251	177	9	to	to	PART
epaa-251	177	10	add	add	VERB
epaa-251	177	11	recruitment	recruitment	NOUN
epaa-251	177	12	questions	question	NOUN
epaa-251	177	13	to	to	ADP
epaa-251	177	14	the	the	DET
epaa-251	177	15	most	most	ADV
epaa-251	177	16	recent	recent	ADJ
epaa-251	177	17	survey	survey	NOUN
epaa-251	177	18	on	on	ADP
epaa-251	177	19	school	school	NOUN
epaa-251	177	20	staffing	staffing	NOUN
epaa-251	177	21	.	.	PUNCT
epaa-251	178	1	though	though	SCONJ
epaa-251	178	2	it	it	PRON
epaa-251	178	3	is	be	AUX
epaa-251	178	4	helpful	helpful	ADJ
epaa-251	178	5	to	to	PART
epaa-251	178	6	be	be	AUX
epaa-251	178	7	able	able	ADJ
epaa-251	178	8	to	to	PART
epaa-251	178	9	identify	identify	VERB
epaa-251	178	10	the	the	DET
epaa-251	178	11	types	type	NOUN
epaa-251	178	12	of	of	ADP
epaa-251	178	13	schools	school	NOUN
epaa-251	178	14	experiencing	experience	VERB
epaa-251	178	15	the	the	DET
epaa-251	178	16	greatest	great	ADJ
epaa-251	178	17	difficulty	difficulty	NOUN
epaa-251	178	18	in	in	ADP
epaa-251	178	19	hiring	hiring	NOUN
epaa-251	178	20	,	,	PUNCT
epaa-251	178	21	as	as	ADV
epaa-251	178	22	well	well	ADV
epaa-251	178	23	as	as	ADP
epaa-251	178	24	the	the	DET
epaa-251	178	25	subject	subject	NOUN
epaa-251	178	26	areas	area	NOUN
epaa-251	178	27	in	in	ADP
epaa-251	178	28	greatest	great	ADJ
epaa-251	178	29	demand	demand	NOUN
epaa-251	178	30	,	,	PUNCT
epaa-251	178	31	it	it	PRON
epaa-251	178	32	is	be	AUX
epaa-251	178	33	still	still	ADV
epaa-251	178	34	not	not	PART
epaa-251	178	35	possible	possible	ADJ
epaa-251	178	36	to	to	PART
epaa-251	178	37	provide	provide	VERB
epaa-251	178	38	vacancy	vacancy	NOUN
epaa-251	178	39	rate	rate	NOUN
epaa-251	178	40	estimates	estimate	NOUN
epaa-251	178	41	.	.	PUNCT
epaa-251	179	1	if	if	SCONJ
epaa-251	179	2	policy	policy	NOUN
epaa-251	179	3	makers	maker	NOUN
epaa-251	179	4	are	be	AUX
epaa-251	179	5	to	to	PART
epaa-251	179	6	design	design	VERB
epaa-251	179	7	efficient	efficient	ADJ
epaa-251	179	8	responses	response	NOUN
epaa-251	179	9	to	to	ADP
epaa-251	179	10	teacher	teacher	NOUN
epaa-251	179	11	supply	supply	NOUN
epaa-251	179	12	problems	problem	NOUN
epaa-251	179	13	in	in	ADP
epaa-251	179	14	the	the	DET
epaa-251	179	15	future	future	NOUN
epaa-251	179	16	,	,	PUNCT
epaa-251	179	17	information	information	NOUN
epaa-251	179	18	on	on	ADP
epaa-251	179	19	the	the	DET
epaa-251	179	20	scale	scale	NOUN
epaa-251	179	21	of	of	ADP
epaa-251	179	22	the	the	DET
epaa-251	179	23	problem	problem	NOUN
epaa-251	179	24	is	be	AUX
epaa-251	179	25	necessary	necessary	ADJ
epaa-251	179	26	.	.	PUNCT
epaa-251	180	1	11	11	NUM
epaa-251	180	2	of	of	ADP
epaa-251	180	3	18	18	NUM
epaa-251	180	4	from	from	ADP
epaa-251	180	5	a	a	DET
epaa-251	180	6	public	public	ADJ
epaa-251	180	7	policy	policy	NOUN
epaa-251	180	8	perspective	perspective	NOUN
epaa-251	180	9	,	,	PUNCT
epaa-251	180	10	the	the	DET
epaa-251	180	11	fact	fact	NOUN
epaa-251	180	12	that	that	SCONJ
epaa-251	180	13	the	the	DET
epaa-251	180	14	impact	impact	NOUN
epaa-251	180	15	of	of	ADP
epaa-251	180	16	the	the	DET
epaa-251	180	17	teacher	teacher	NOUN
epaa-251	180	18	shortage	shortage	NOUN
epaa-251	180	19	problem	problem	NOUN
epaa-251	180	20	was	be	AUX
epaa-251	180	21	so	so	ADV
epaa-251	180	22	unevenly	unevenly	ADV
epaa-251	180	23	distributed	distribute	VERB
epaa-251	180	24	across	across	ADP
epaa-251	180	25	schools	school	NOUN
epaa-251	180	26	and	and	CCONJ
epaa-251	180	27	school	school	NOUN
epaa-251	180	28	districts	district	NOUN
epaa-251	180	29	suggests	suggest	VERB
epaa-251	180	30	a	a	DET
epaa-251	180	31	need	need	NOUN
epaa-251	180	32	for	for	ADP
epaa-251	180	33	targeted	target	VERB
epaa-251	180	34	efforts	effort	NOUN
epaa-251	180	35	to	to	PART
epaa-251	180	36	address	address	VERB
epaa-251	180	37	the	the	DET
epaa-251	180	38	problem(s	problem(s	NOUN
epaa-251	180	39	)	)	PUNCT
epaa-251	180	40	.	.	PUNCT
epaa-251	181	1	policies	policy	NOUN
epaa-251	181	2	designed	design	VERB
epaa-251	181	3	to	to	PART
epaa-251	181	4	simply	simply	ADV
epaa-251	181	5	increase	increase	VERB
epaa-251	181	6	the	the	DET
epaa-251	181	7	supply	supply	NOUN
epaa-251	181	8	of	of	ADP
epaa-251	181	9	teachers	teacher	NOUN
epaa-251	181	10	across	across	ADP
epaa-251	181	11	the	the	DET
epaa-251	181	12	board	board	NOUN
epaa-251	181	13	,	,	PUNCT
epaa-251	181	14	for	for	ADP
epaa-251	181	15	example	example	NOUN
epaa-251	181	16	,	,	PUNCT
epaa-251	181	17	may	may	AUX
epaa-251	181	18	shrink	shrink	VERB
epaa-251	181	19	the	the	DET
epaa-251	181	20	absolute	absolute	ADJ
epaa-251	181	21	size	size	NOUN
epaa-251	181	22	of	of	ADP
epaa-251	181	23	a	a	DET
epaa-251	181	24	shortage	shortage	NOUN
epaa-251	181	25	but	but	CCONJ
epaa-251	181	26	do	do	VERB
epaa-251	181	27	little	little	ADJ
epaa-251	181	28	to	to	PART
epaa-251	181	29	reduce	reduce	VERB
epaa-251	181	30	the	the	DET
epaa-251	181	31	relative	relative	ADJ
epaa-251	181	32	impact	impact	NOUN
epaa-251	181	33	of	of	ADP
epaa-251	181	34	the	the	DET
epaa-251	181	35	problem	problem	NOUN
epaa-251	181	36	on	on	ADP
epaa-251	181	37	poor	poor	ADJ
epaa-251	181	38	,	,	PUNCT
epaa-251	181	39	urban	urban	ADJ
epaa-251	181	40	districts	district	NOUN
epaa-251	181	41	with	with	ADP
epaa-251	181	42	high	high	ADJ
epaa-251	181	43	populations	population	NOUN
epaa-251	181	44	of	of	ADP
epaa-251	181	45	minority	minority	NOUN
epaa-251	181	46	students	student	NOUN
epaa-251	181	47	.	.	PUNCT
epaa-251	182	1	signing	sign	VERB
epaa-251	182	2	bonuses	bonus	NOUN
epaa-251	182	3	are	be	AUX
epaa-251	182	4	an	an	DET
epaa-251	182	5	example	example	NOUN
epaa-251	182	6	of	of	ADP
epaa-251	182	7	such	such	DET
epaa-251	182	8	an	an	DET
epaa-251	182	9	approach	approach	NOUN
epaa-251	182	10	.	.	PUNCT
epaa-251	183	1	in	in	ADP
epaa-251	183	2	the	the	DET
epaa-251	183	3	spring	spring	NOUN
epaa-251	183	4	of	of	ADP
epaa-251	183	5	2001	2001	NUM
epaa-251	183	6	,	,	PUNCT
epaa-251	183	7	governor	governor	PROPN
epaa-251	183	8	jeb	jeb	PROPN
epaa-251	183	9	bush	bush	PROPN
epaa-251	183	10	proposed	propose	VERB
epaa-251	183	11	a	a	DET
epaa-251	183	12	$	$	SYM
epaa-251	183	13	1,000	1,000	NUM
epaa-251	183	14	signing	signing	NOUN
epaa-251	183	15	bonus	bonus	NOUN
epaa-251	183	16	for	for	ADP
epaa-251	183	17	all	all	DET
epaa-251	183	18	new	new	ADJ
epaa-251	183	19	florida	florida	PROPN
epaa-251	183	20	teachers	teacher	NOUN
epaa-251	183	21	.	.	PUNCT
epaa-251	184	1	under	under	ADP
epaa-251	184	2	the	the	DET
epaa-251	184	3	plan	plan	NOUN
epaa-251	184	4	,	,	PUNCT
epaa-251	184	5	a	a	DET
epaa-251	184	6	new	new	ADJ
epaa-251	184	7	elementary	elementary	ADJ
epaa-251	184	8	teacher	teacher	NOUN
epaa-251	184	9	in	in	ADP
epaa-251	184	10	a	a	DET
epaa-251	184	11	middle	middle	ADJ
epaa-251	184	12	-	-	PUNCT
epaa-251	184	13	class	class	NOUN
epaa-251	184	14	,	,	PUNCT
epaa-251	184	15	predominately	predominately	ADV
epaa-251	184	16	white	white	ADJ
epaa-251	184	17	,	,	PUNCT
epaa-251	184	18	suburban	suburban	ADJ
epaa-251	184	19	school	school	NOUN
epaa-251	184	20	would	would	AUX
epaa-251	184	21	get	get	VERB
epaa-251	184	22	the	the	DET
epaa-251	184	23	same	same	ADJ
epaa-251	184	24	bonus	bonus	NOUN
epaa-251	184	25	as	as	ADP
epaa-251	184	26	someone	someone	PRON
epaa-251	184	27	interested	interested	ADJ
epaa-251	184	28	in	in	ADP
epaa-251	184	29	teaching	teach	VERB
epaa-251	184	30	math	math	NOUN
epaa-251	184	31	to	to	ADP
epaa-251	184	32	poor	poor	ADJ
epaa-251	184	33	,	,	PUNCT
epaa-251	184	34	minority	minority	NOUN
epaa-251	184	35	students	student	NOUN
epaa-251	184	36	in	in	ADP
epaa-251	184	37	the	the	DET
epaa-251	184	38	inner	inner	ADJ
epaa-251	184	39	city	city	NOUN
epaa-251	184	40	.	.	PUNCT
epaa-251	185	1	eager	eager	ADJ
epaa-251	185	2	to	to	PART
epaa-251	185	3	respond	respond	VERB
epaa-251	185	4	to	to	ADP
epaa-251	185	5	a	a	DET
epaa-251	185	6	looming	loom	VERB
epaa-251	185	7	crisis	crisis	NOUN
epaa-251	185	8	,	,	PUNCT
epaa-251	185	9	the	the	DET
epaa-251	185	10	legislature	legislature	NOUN
epaa-251	185	11	passed	pass	VERB
epaa-251	185	12	the	the	DET
epaa-251	185	13	blanket	blanket	NOUN
epaa-251	185	14	bonus	bonus	NOUN
epaa-251	185	15	even	even	ADV
epaa-251	185	16	though	though	SCONJ
epaa-251	185	17	it	it	PRON
epaa-251	185	18	probably	probably	ADV
epaa-251	185	19	would	would	AUX
epaa-251	185	20	do	do	VERB
epaa-251	185	21	little	little	ADJ
epaa-251	185	22	to	to	PART
epaa-251	185	23	address	address	VERB
epaa-251	185	24	the	the	DET
epaa-251	185	25	schools	school	NOUN
epaa-251	185	26	that	that	PRON
epaa-251	185	27	were	be	AUX
epaa-251	185	28	truly	truly	ADV
epaa-251	185	29	struggling	struggle	VERB
epaa-251	185	30	to	to	PART
epaa-251	185	31	find	find	VERB
epaa-251	185	32	teachers	teacher	NOUN
epaa-251	185	33	.	.	PUNCT
epaa-251	186	1	signing	sign	VERB
epaa-251	186	2	bonuses	bonus	NOUN
epaa-251	186	3	are	be	AUX
epaa-251	186	4	not	not	PART
epaa-251	186	5	the	the	DET
epaa-251	186	6	only	only	ADJ
epaa-251	186	7	example	example	NOUN
epaa-251	186	8	of	of	ADP
epaa-251	186	9	well	well	ADV
epaa-251	186	10	-	-	PUNCT
epaa-251	186	11	intended	intend	VERB
epaa-251	186	12	efforts	effort	NOUN
epaa-251	186	13	that	that	PRON
epaa-251	186	14	will	will	AUX
epaa-251	186	15	have	have	VERB
epaa-251	186	16	little	little	ADJ
epaa-251	186	17	impact	impact	NOUN
epaa-251	186	18	on	on	ADP
epaa-251	186	19	the	the	DET
epaa-251	186	20	most	most	ADV
epaa-251	186	21	important	important	ADJ
epaa-251	186	22	aspects	aspect	NOUN
epaa-251	186	23	of	of	ADP
epaa-251	186	24	this	this	DET
epaa-251	186	25	problem	problem	NOUN
epaa-251	186	26	.	.	PUNCT
epaa-251	187	1	many	many	ADJ
epaa-251	187	2	states	state	NOUN
epaa-251	187	3	have	have	AUX
epaa-251	187	4	recently	recently	ADV
epaa-251	187	5	invested	invest	VERB
epaa-251	187	6	in	in	ADP
epaa-251	187	7	expanding	expand	VERB
epaa-251	187	8	teacher	teacher	NOUN
epaa-251	187	9	training	training	NOUN
epaa-251	187	10	programs	program	NOUN
epaa-251	187	11	as	as	ADV
epaa-251	187	12	well	well	ADV
epaa-251	187	13	as	as	ADP
epaa-251	187	14	accelerating	accelerate	VERB
epaa-251	187	15	their	their	PRON
epaa-251	187	16	credentialing	credentialing	NOUN
epaa-251	187	17	procedures	procedure	NOUN
epaa-251	187	18	.	.	PUNCT
epaa-251	188	1	while	while	SCONJ
epaa-251	188	2	increasing	increase	VERB
epaa-251	188	3	the	the	DET
epaa-251	188	4	number	number	NOUN
epaa-251	188	5	of	of	ADP
epaa-251	188	6	teachers	teacher	NOUN
epaa-251	188	7	in	in	ADP
epaa-251	188	8	the	the	DET
epaa-251	188	9	pipeline	pipeline	NOUN
epaa-251	188	10	may	may	AUX
epaa-251	188	11	eventually	eventually	ADV
epaa-251	188	12	address	address	VERB
epaa-251	188	13	the	the	DET
epaa-251	188	14	areas	area	NOUN
epaa-251	188	15	of	of	ADP
epaa-251	188	16	greatest	great	ADJ
epaa-251	188	17	need	need	NOUN
epaa-251	188	18	,	,	PUNCT
epaa-251	188	19	such	such	ADJ
epaa-251	188	20	policies	policy	NOUN
epaa-251	188	21	could	could	AUX
epaa-251	188	22	be	be	AUX
epaa-251	188	23	more	more	ADV
epaa-251	188	24	focused	focused	ADJ
epaa-251	188	25	.	.	PUNCT
epaa-251	189	1	a	a	DET
epaa-251	189	2	new	new	ADJ
epaa-251	189	3	program	program	NOUN
epaa-251	189	4	that	that	PRON
epaa-251	189	5	makes	make	VERB
epaa-251	189	6	it	it	PRON
epaa-251	189	7	easier	easy	ADJ
epaa-251	189	8	for	for	SCONJ
epaa-251	189	9	an	an	DET
epaa-251	189	10	individual	individual	NOUN
epaa-251	189	11	to	to	PART
epaa-251	189	12	prepare	prepare	VERB
epaa-251	189	13	to	to	PART
epaa-251	189	14	teach	teach	VERB
epaa-251	189	15	social	social	ADJ
epaa-251	189	16	studies	study	NOUN
epaa-251	189	17	at	at	ADP
epaa-251	189	18	a	a	DET
epaa-251	189	19	suburban	suburban	ADJ
epaa-251	189	20	high	high	ADJ
epaa-251	189	21	school	school	NOUN
epaa-251	189	22	will	will	AUX
epaa-251	189	23	have	have	VERB
epaa-251	189	24	little	little	ADJ
epaa-251	189	25	impact	impact	NOUN
epaa-251	189	26	.	.	PUNCT
epaa-251	190	1	targeting	target	VERB
epaa-251	190	2	incentives	incentive	NOUN
epaa-251	190	3	and	and	CCONJ
epaa-251	190	4	support	support	NOUN
epaa-251	190	5	for	for	ADP
epaa-251	190	6	individuals	individual	NOUN
epaa-251	190	7	interesting	interesting	ADJ
epaa-251	190	8	in	in	ADP
epaa-251	190	9	obtaining	obtain	VERB
epaa-251	190	10	special	special	ADJ
epaa-251	190	11	education	education	NOUN
epaa-251	190	12	,	,	PUNCT
epaa-251	190	13	math	math	NOUN
epaa-251	190	14	,	,	PUNCT
epaa-251	190	15	or	or	CCONJ
epaa-251	190	16	science	science	NOUN
epaa-251	190	17	certifications	certification	NOUN
epaa-251	190	18	,	,	PUNCT
epaa-251	190	19	however	however	ADV
epaa-251	190	20	,	,	PUNCT
epaa-251	190	21	would	would	AUX
epaa-251	190	22	be	be	AUX
epaa-251	190	23	a	a	DET
epaa-251	190	24	better	well	ADJ
epaa-251	190	25	use	use	NOUN
epaa-251	190	26	of	of	ADP
epaa-251	190	27	scarce	scarce	ADJ
epaa-251	190	28	public	public	ADJ
epaa-251	190	29	resources	resource	NOUN
epaa-251	190	30	.	.	PUNCT
epaa-251	191	1	the	the	DET
epaa-251	191	2	uneven	uneven	ADJ
epaa-251	191	3	impact	impact	NOUN
epaa-251	191	4	of	of	ADP
epaa-251	191	5	the	the	DET
epaa-251	191	6	teacher	teacher	NOUN
epaa-251	191	7	shortage	shortage	NOUN
epaa-251	191	8	,	,	PUNCT
epaa-251	191	9	therefore	therefore	ADV
epaa-251	191	10	,	,	PUNCT
epaa-251	191	11	suggests	suggest	VERB
epaa-251	191	12	that	that	SCONJ
epaa-251	191	13	policy	policy	NOUN
epaa-251	191	14	makers	maker	NOUN
epaa-251	191	15	need	need	VERB
epaa-251	191	16	to	to	PART
epaa-251	191	17	be	be	AUX
epaa-251	191	18	more	more	ADV
epaa-251	191	19	strategic	strategic	ADJ
epaa-251	191	20	in	in	ADP
epaa-251	191	21	their	their	PRON
epaa-251	191	22	response	response	NOUN
epaa-251	191	23	.	.	PUNCT
epaa-251	192	1	programs	program	NOUN
epaa-251	192	2	designed	design	VERB
epaa-251	192	3	to	to	PART
epaa-251	192	4	increase	increase	VERB
epaa-251	192	5	the	the	DET
epaa-251	192	6	supply	supply	NOUN
epaa-251	192	7	of	of	ADP
epaa-251	192	8	teachers	teacher	NOUN
epaa-251	192	9	as	as	ADV
epaa-251	192	10	well	well	ADV
epaa-251	192	11	as	as	ADP
epaa-251	192	12	provide	provide	VERB
epaa-251	192	13	incentives	incentive	NOUN
epaa-251	192	14	for	for	SCONJ
epaa-251	192	15	them	they	PRON
epaa-251	192	16	to	to	PART
epaa-251	192	17	enter	enter	VERB
epaa-251	192	18	the	the	DET
epaa-251	192	19	most	most	ADV
epaa-251	192	20	challenging	challenging	ADJ
epaa-251	192	21	schools	school	NOUN
epaa-251	192	22	might	might	AUX
epaa-251	192	23	be	be	AUX
epaa-251	192	24	more	more	ADV
epaa-251	192	25	likely	likely	ADJ
epaa-251	192	26	to	to	PART
epaa-251	192	27	provide	provide	VERB
epaa-251	192	28	assistance	assistance	NOUN
epaa-251	192	29	for	for	ADP
epaa-251	192	30	struggling	struggle	VERB
epaa-251	192	31	schools	school	NOUN
epaa-251	192	32	.	.	PUNCT
epaa-251	193	1	in	in	ADP
epaa-251	193	2	short	short	ADJ
epaa-251	193	3	,	,	PUNCT
epaa-251	193	4	decision	decision	NOUN
epaa-251	193	5	makers	maker	NOUN
epaa-251	193	6	need	need	VERB
epaa-251	193	7	to	to	PART
epaa-251	193	8	consider	consider	VERB
epaa-251	193	9	the	the	DET
epaa-251	193	10	distributional	distributional	ADJ
epaa-251	193	11	impact	impact	NOUN
epaa-251	193	12	of	of	ADP
epaa-251	193	13	different	different	ADJ
epaa-251	193	14	human	human	ADJ
epaa-251	193	15	resource	resource	NOUN
epaa-251	193	16	policy	policy	NOUN
epaa-251	193	17	options	option	NOUN
epaa-251	193	18	.	.	PUNCT
epaa-251	194	1	finally	finally	ADV
epaa-251	194	2	,	,	PUNCT
epaa-251	194	3	it	it	PRON
epaa-251	194	4	is	be	AUX
epaa-251	194	5	important	important	ADJ
epaa-251	194	6	to	to	PART
epaa-251	194	7	note	note	VERB
epaa-251	194	8	that	that	SCONJ
epaa-251	194	9	the	the	DET
epaa-251	194	10	issue	issue	NOUN
epaa-251	194	11	of	of	ADP
epaa-251	194	12	how	how	SCONJ
epaa-251	194	13	teachers	teacher	NOUN
epaa-251	194	14	are	be	AUX
epaa-251	194	15	distributed	distribute	VERB
epaa-251	194	16	across	across	ADP
epaa-251	194	17	schools	school	NOUN
epaa-251	194	18	remains	remain	VERB
epaa-251	194	19	relevant	relevant	ADJ
epaa-251	194	20	even	even	ADV
epaa-251	194	21	in	in	ADP
epaa-251	194	22	the	the	DET
epaa-251	194	23	absence	absence	NOUN
epaa-251	194	24	of	of	ADP
epaa-251	194	25	a	a	DET
epaa-251	194	26	teacher	teacher	NOUN
epaa-251	194	27	shortage	shortage	NOUN
epaa-251	194	28	.	.	PUNCT
epaa-251	195	1	recent	recent	ADJ
epaa-251	195	2	state	state	NOUN
epaa-251	195	3	budget	budget	NOUN
epaa-251	195	4	crises	crisis	NOUN
epaa-251	195	5	–	–	PUNCT
epaa-251	195	6	and	and	CCONJ
epaa-251	195	7	subsequent	subsequent	ADJ
epaa-251	195	8	cuts	cut	NOUN
epaa-251	195	9	in	in	ADP
epaa-251	195	10	education	education	NOUN
epaa-251	195	11	funding	funding	NOUN
epaa-251	195	12	-appeared	-appeare	VERB
epaa-251	195	13	to	to	PART
epaa-251	195	14	have	have	AUX
epaa-251	195	15	rendered	render	VERB
epaa-251	195	16	discussions	discussion	NOUN
epaa-251	195	17	about	about	ADP
epaa-251	195	18	teacher	teacher	NOUN
epaa-251	195	19	recruitment	recruitment	NOUN
epaa-251	195	20	moot	moot	NOUN
epaa-251	195	21	.	.	PUNCT
epaa-251	196	1	while	while	SCONJ
epaa-251	196	2	schools	school	NOUN
epaa-251	196	3	may	may	AUX
epaa-251	196	4	be	be	AUX
epaa-251	196	5	recruiting	recruit	VERB
epaa-251	196	6	fewer	few	ADJ
epaa-251	196	7	teachers	teacher	NOUN
epaa-251	196	8	overall	overall	ADV
epaa-251	196	9	,	,	PUNCT
epaa-251	196	10	the	the	DET
epaa-251	196	11	current	current	ADJ
epaa-251	196	12	situation	situation	NOUN
epaa-251	196	13	is	be	AUX
epaa-251	196	14	likely	likely	ADJ
epaa-251	196	15	to	to	PART
epaa-251	196	16	bring	bring	VERB
epaa-251	196	17	about	about	ADP
epaa-251	196	18	a	a	DET
epaa-251	196	19	significant	significant	ADJ
epaa-251	196	20	shuffling	shuffling	NOUN
epaa-251	196	21	of	of	ADP
epaa-251	196	22	human	human	ADJ
epaa-251	196	23	resources	resource	NOUN
epaa-251	196	24	.	.	PUNCT
epaa-251	197	1	just	just	ADV
epaa-251	197	2	as	as	SCONJ
epaa-251	197	3	the	the	DET
epaa-251	197	4	impact	impact	NOUN
epaa-251	197	5	of	of	ADP
epaa-251	197	6	the	the	DET
epaa-251	197	7	reported	report	VERB
epaa-251	197	8	teacher	teacher	NOUN
epaa-251	197	9	shortage	shortage	NOUN
epaa-251	197	10	appeared	appear	VERB
epaa-251	197	11	to	to	PART
epaa-251	197	12	be	be	AUX
epaa-251	197	13	uneven	uneven	ADJ
epaa-251	197	14	,	,	PUNCT
epaa-251	197	15	one	one	PRON
epaa-251	197	16	expects	expect	VERB
epaa-251	197	17	this	this	DET
epaa-251	197	18	new	new	ADJ
epaa-251	197	19	crisis	crisis	NOUN
epaa-251	197	20	to	to	PART
epaa-251	197	21	disproportionately	disproportionately	ADV
epaa-251	197	22	hit	hit	VERB
epaa-251	197	23	the	the	DET
epaa-251	197	24	schools	school	NOUN
epaa-251	197	25	with	with	ADP
epaa-251	197	26	the	the	DET
epaa-251	197	27	greatest	great	ADJ
epaa-251	197	28	needs	need	NOUN
epaa-251	197	29	.	.	PUNCT
epaa-251	198	1	as	as	SCONJ
epaa-251	198	2	states	state	NOUN
epaa-251	198	3	and	and	CCONJ
epaa-251	198	4	districts	district	NOUN
epaa-251	198	5	wrestle	wrestle	VERB
epaa-251	198	6	with	with	ADP
epaa-251	198	7	difficult	difficult	ADJ
epaa-251	198	8	choices	choice	NOUN
epaa-251	198	9	about	about	ADP
epaa-251	198	10	resource	resource	NOUN
epaa-251	198	11	distribution	distribution	NOUN
epaa-251	198	12	,	,	PUNCT
epaa-251	198	13	they	they	PRON
epaa-251	198	14	should	should	AUX
epaa-251	198	15	take	take	VERB
epaa-251	198	16	into	into	ADP
epaa-251	198	17	account	account	NOUN
epaa-251	198	18	how	how	SCONJ
epaa-251	198	19	their	their	PRON
epaa-251	198	20	choices	choice	NOUN
epaa-251	198	21	will	will	AUX
epaa-251	198	22	affect	affect	VERB
epaa-251	198	23	the	the	DET
epaa-251	198	24	distribution	distribution	NOUN
epaa-251	198	25	of	of	ADP
epaa-251	198	26	teachers	teacher	NOUN
epaa-251	198	27	across	across	ADP
epaa-251	198	28	their	their	PRON
epaa-251	198	29	schools	school	NOUN
epaa-251	198	30	.	.	PUNCT
epaa-251	199	1	references	reference	NOUN
epaa-251	199	2	baker	baker	PROPN
epaa-251	199	3	,	,	PUNCT
epaa-251	199	4	d.p	d.p	PROPN
epaa-251	199	5	.	.	PROPN
epaa-251	199	6	and	and	CCONJ
epaa-251	199	7	smith	smith	PROPN
epaa-251	199	8	,	,	PUNCT
epaa-251	199	9	t.	t.	PROPN
epaa-251	199	10	(	(	PUNCT
epaa-251	199	11	1997	1997	NUM
epaa-251	199	12	)	)	PUNCT
epaa-251	199	13	.	.	PUNCT
epaa-251	200	1	trend	trend	NOUN
epaa-251	200	2	2	2	NUM
epaa-251	200	3	:	:	PUNCT
epaa-251	200	4	teacher	teacher	NOUN
epaa-251	200	5	turnover	turnover	NOUN
epaa-251	200	6	and	and	CCONJ
epaa-251	200	7	teacher	teacher	NOUN
epaa-251	200	8	quality	quality	NOUN
epaa-251	200	9	:	:	PUNCT
epaa-251	200	10	refocusing	refocus	VERB
epaa-251	200	11	the	the	DET
epaa-251	200	12	issue	issue	NOUN
epaa-251	200	13	.	.	PUNCT
epaa-251	201	1	teachers	teacher	NOUN
epaa-251	201	2	college	college	PROPN
epaa-251	201	3	record	record	NOUN
epaa-251	201	4	.	.	PUNCT
epaa-251	202	1	99:1	99:1	X
epaa-251	202	2	.	.	PUNCT
epaa-251	203	1	pp	pp	ADP
epaa-251	203	2	29	29	NUM
epaa-251	203	3	-	-	SYM
epaa-251	203	4	35	35	NUM
epaa-251	203	5	.	.	PUNCT
epaa-251	204	1	banchero	banchero	NOUN
epaa-251	204	2	,	,	PUNCT
epaa-251	204	3	stephanie	stephanie	PROPN
epaa-251	204	4	and	and	CCONJ
epaa-251	204	5	leann	leann	PROPN
epaa-251	204	6	spencer	spencer	PROPN
epaa-251	204	7	(	(	PUNCT
epaa-251	204	8	2000	2000	NUM
epaa-251	204	9	)	)	PUNCT
epaa-251	205	1	.	.	PUNCT
epaa-251	206	1	“	"	PUNCT
epaa-251	206	2	teacher	teacher	NOUN
epaa-251	206	3	shortage	shortage	NOUN
epaa-251	206	4	looms	loom	VERB
epaa-251	206	5	,	,	PUNCT
epaa-251	206	6	study	study	NOUN
epaa-251	206	7	warns	warn	VERB
epaa-251	206	8	,	,	PUNCT
epaa-251	206	9	”	"	PUNCT
epaa-251	206	10	chicago	chicago	PROPN
epaa-251	206	11	tribune	tribune	PROPN
epaa-251	206	12	,	,	PUNCT
epaa-251	206	13	december	december	PROPN
epaa-251	206	14	14	14	NUM
epaa-251	206	15	,	,	PUNCT
epaa-251	206	16	2000	2000	NUM
epaa-251	206	17	boe	boe	PROPN
epaa-251	206	18	,	,	PUNCT
epaa-251	206	19	e.e	e.e	PROPN
epaa-251	206	20	.	.	PROPN
epaa-251	206	21	,	,	PUNCT
epaa-251	206	22	bobbitt	bobbitt	PROPN
epaa-251	206	23	,	,	PUNCT
epaa-251	206	24	s.a	s.a	PROPN
epaa-251	206	25	.	.	PROPN
epaa-251	206	26	and	and	CCONJ
epaa-251	206	27	cook	cook	VERB
epaa-251	206	28	,	,	PUNCT
epaa-251	206	29	l.h	l.h	PROPN
epaa-251	206	30	.	.	PROPN
epaa-251	206	31	(	(	PUNCT
epaa-251	206	32	1997	1997	NUM
epaa-251	206	33	)	)	PUNCT
epaa-251	206	34	.	.	PUNCT
epaa-251	207	1	whither	whither	NOUN
epaa-251	207	2	didst	didst	VERB
epaa-251	207	3	thou	thou	NOUN
epaa-251	207	4	go	go	VERB
epaa-251	207	5	?	?	PUNCT
epaa-251	208	1	retention	retention	NOUN
epaa-251	208	2	,	,	PUNCT
epaa-251	208	3	reassignment	reassignment	NOUN
epaa-251	208	4	,	,	PUNCT
epaa-251	208	5	12	12	NUM
epaa-251	208	6	of	of	ADP
epaa-251	208	7	18	18	NUM
epaa-251	208	8	migration	migration	NOUN
epaa-251	208	9	and	and	CCONJ
epaa-251	208	10	attrition	attrition	NOUN
epaa-251	208	11	of	of	ADP
epaa-251	208	12	special	special	ADJ
epaa-251	208	13	and	and	CCONJ
epaa-251	208	14	general	general	ADJ
epaa-251	208	15	education	education	NOUN
epaa-251	208	16	teacher	teacher	NOUN
epaa-251	208	17	from	from	ADP
epaa-251	208	18	a	a	DET
epaa-251	208	19	national	national	ADJ
epaa-251	208	20	perspective	perspective	NOUN
epaa-251	208	21	.	.	PUNCT
epaa-251	209	1	the	the	DET
epaa-251	209	2	journal	journal	NOUN
epaa-251	209	3	of	of	ADP
epaa-251	209	4	special	special	ADJ
epaa-251	209	5	education	education	NOUN
epaa-251	209	6	.	.	PUNCT
epaa-251	210	1	30(4	30(4	NUM
epaa-251	210	2	)	)	PUNCT
epaa-251	210	3	.	.	PUNCT
epaa-251	211	1	pp.371	pp.371	PROPN
epaa-251	211	2	-	-	PUNCT
epaa-251	211	3	389	389	NUM
epaa-251	211	4	boe	boe	PROPN
epaa-251	211	5	,	,	PUNCT
epaa-251	211	6	e.e	e.e	PROPN
epaa-251	211	7	.	.	PROPN
epaa-251	211	8	,	,	PUNCT
epaa-251	211	9	cook	cook	PROPN
epaa-251	211	10	,	,	PUNCT
epaa-251	211	11	l.h	l.h	PROPN
epaa-251	211	12	.	.	PROPN
epaa-251	211	13	,	,	PUNCT
epaa-251	211	14	bobbitt	bobbitt	PROPN
epaa-251	211	15	,	,	PUNCT
epaa-251	211	16	s.a	s.a	PROPN
epaa-251	211	17	.	.	PROPN
epaa-251	211	18	and	and	CCONJ
epaa-251	211	19	terhanain	terhanain	VERB
epaa-251	211	20	g.	g.	PROPN
epaa-251	211	21	(	(	PUNCT
epaa-251	211	22	1998	1998	NUM
epaa-251	211	23	)	)	PUNCT
epaa-251	211	24	.	.	PUNCT
epaa-251	212	1	the	the	DET
epaa-251	212	2	shortage	shortage	NOUN
epaa-251	212	3	of	of	ADP
epaa-251	212	4	fully	fully	ADV
epaa-251	212	5	certified	certify	VERB
epaa-251	212	6	teachers	teacher	NOUN
epaa-251	212	7	in	in	ADP
epaa-251	212	8	special	special	ADJ
epaa-251	212	9	and	and	CCONJ
epaa-251	212	10	general	general	ADJ
epaa-251	212	11	education	education	NOUN
epaa-251	212	12	.	.	PUNCT
epaa-251	213	1	teacher	teacher	NOUN
epaa-251	213	2	education	education	NOUN
epaa-251	213	3	and	and	CCONJ
epaa-251	213	4	special	special	ADJ
epaa-251	213	5	education	education	NOUN
epaa-251	213	6	.	.	PUNCT
epaa-251	214	1	21:1	21:1	X
epaa-251	214	2	.	.	X
epaa-251	214	3	pp.1	pp.1	PROPN
epaa-251	214	4	-	-	PUNCT
epaa-251	214	5	21	21	NUM
epaa-251	214	6	.	.	PUNCT
epaa-251	214	7	bradley	bradley	PROPN
epaa-251	214	8	,	,	PUNCT
epaa-251	214	9	a.	a.	PROPN
epaa-251	214	10	(	(	PUNCT
epaa-251	214	11	10	10	NUM
epaa-251	214	12	march	march	NOUN
epaa-251	214	13	1999	1999	NUM
epaa-251	214	14	)	)	PUNCT
epaa-251	214	15	.	.	PUNCT
epaa-251	215	1	states	state	NOUN
epaa-251	215	2	’	'	PUNCT
epaa-251	215	3	uneven	uneven	ADJ
epaa-251	215	4	teacher	teacher	NOUN
epaa-251	215	5	supply	supply	NOUN
epaa-251	215	6	complicates	complicate	VERB
epaa-251	215	7	staffing	staffing	NOUN
epaa-251	215	8	of	of	ADP
epaa-251	215	9	schools	school	NOUN
epaa-251	215	10	.	.	PUNCT
epaa-251	216	1	education	education	NOUN
epaa-251	216	2	week	week	NOUN
epaa-251	216	3	.	.	PUNCT
epaa-251	217	1	bradley	bradley	PROPN
epaa-251	217	2	,	,	PUNCT
epaa-251	217	3	a.	a.	NOUN
epaa-251	217	4	(	(	PUNCT
epaa-251	217	5	7	7	NUM
epaa-251	217	6	april	april	PROPN
epaa-251	217	7	1999	1999	NUM
epaa-251	217	8	)	)	PUNCT
epaa-251	217	9	.	.	PUNCT
epaa-251	218	1	crackdowns	crackdown	NOUN
epaa-251	218	2	on	on	ADP
epaa-251	218	3	emergency	emergency	NOUN
epaa-251	218	4	licenses	license	NOUN
epaa-251	218	5	begin	begin	VERB
epaa-251	218	6	as	as	SCONJ
epaa-251	218	7	teacher	teacher	NOUN
epaa-251	218	8	shortage	shortage	NOUN
epaa-251	218	9	looms	loom	VERB
epaa-251	218	10	.	.	PUNCT
epaa-251	219	1	education	education	NOUN
epaa-251	219	2	week	week	NOUN
epaa-251	219	3	.	.	PUNCT
epaa-251	220	1	broughman	broughman	ADJ
epaa-251	220	2	,	,	PUNCT
epaa-251	220	3	s.p	s.p	PROPN
epaa-251	220	4	.	.	PROPN
epaa-251	220	5	and	and	CCONJ
epaa-251	220	6	rollefson	rollefson	PROPN
epaa-251	220	7	,	,	PUNCT
epaa-251	220	8	m.r	m.r	PROPN
epaa-251	220	9	.	.	PROPN
epaa-251	220	10	(	(	PUNCT
epaa-251	220	11	2000	2000	NUM
epaa-251	220	12	)	)	PUNCT
epaa-251	220	13	.	.	PUNCT
epaa-251	221	1	teacher	teacher	NOUN
epaa-251	221	2	supply	supply	NOUN
epaa-251	221	3	in	in	ADP
epaa-251	221	4	the	the	DET
epaa-251	221	5	united	united	PROPN
epaa-251	221	6	states	states	PROPN
epaa-251	221	7	:	:	PUNCT
epaa-251	221	8	sources	source	NOUN
epaa-251	221	9	of	of	ADP
epaa-251	221	10	newly	newly	ADV
epaa-251	221	11	hired	hire	VERB
epaa-251	221	12	teachers	teacher	NOUN
epaa-251	221	13	in	in	ADP
epaa-251	221	14	public	public	ADJ
epaa-251	221	15	and	and	CCONJ
epaa-251	221	16	private	private	ADJ
epaa-251	221	17	schools	school	NOUN
epaa-251	221	18	:	:	PUNCT
epaa-251	221	19	1987	1987	NUM
epaa-251	221	20	-	-	SYM
epaa-251	221	21	88	88	NUM
epaa-251	221	22	to	to	ADP
epaa-251	221	23	1993	1993	NUM
epaa-251	221	24	-	-	SYM
epaa-251	221	25	94	94	NUM
epaa-251	221	26	.	.	PUNCT
epaa-251	222	1	(	(	PUNCT
epaa-251	222	2	nces	nce	VERB
epaa-251	222	3	2000	2000	NUM
epaa-251	222	4	-	-	SYM
epaa-251	222	5	309	309	NUM
epaa-251	222	6	)	)	PUNCT
epaa-251	222	7	.	.	PUNCT
epaa-251	223	1	u.s	u.s	PROPN
epaa-251	223	2	.	.	PROPN
epaa-251	223	3	department	department	PROPN
epaa-251	223	4	of	of	ADP
epaa-251	223	5	education	education	PROPN
epaa-251	223	6	,	,	PUNCT
epaa-251	223	7	national	national	ADJ
epaa-251	223	8	center	center	NOUN
epaa-251	223	9	for	for	ADP
epaa-251	223	10	education	education	NOUN
epaa-251	223	11	statistics	statistic	NOUN
epaa-251	223	12	.	.	PUNCT
epaa-251	224	1	washington	washington	PROPN
epaa-251	224	2	,	,	PUNCT
epaa-251	224	3	dc	dc	PROPN
epaa-251	224	4	:	:	PUNCT
epaa-251	224	5	u.s	u.s	PROPN
epaa-251	224	6	.	.	PROPN
epaa-251	224	7	government	government	NOUN
epaa-251	224	8	printing	printing	NOUN
epaa-251	224	9	office	office	NOUN
epaa-251	224	10	.	.	PUNCT
epaa-251	225	1	carroll	carroll	PROPN
epaa-251	225	2	,	,	PUNCT
epaa-251	225	3	stephen	stephen	PROPN
epaa-251	225	4	,	,	PUNCT
epaa-251	225	5	robert	robert	PROPN
epaa-251	225	6	reichardt	reichardt	PROPN
epaa-251	225	7	,	,	PUNCT
epaa-251	225	8	cassandra	cassandra	PROPN
epaa-251	225	9	guarino	guarino	PROPN
epaa-251	225	10	,	,	PUNCT
epaa-251	225	11	and	and	CCONJ
epaa-251	225	12	andrea	andrea	PROPN
epaa-251	225	13	mejia	mejia	PROPN
epaa-251	225	14	(	(	PUNCT
epaa-251	225	15	2000	2000	NUM
epaa-251	225	16	)	)	PUNCT
epaa-251	225	17	.	.	PUNCT
epaa-251	226	1	the	the	DET
epaa-251	226	2	distribution	distribution	NOUN
epaa-251	226	3	of	of	ADP
epaa-251	226	4	teachers	teacher	NOUN
epaa-251	226	5	among	among	ADP
epaa-251	226	6	california	california	PROPN
epaa-251	226	7	’s	’s	PART
epaa-251	226	8	school	school	NOUN
epaa-251	226	9	districts	district	NOUN
epaa-251	226	10	and	and	CCONJ
epaa-251	226	11	schools	school	NOUN
epaa-251	226	12	,	,	PUNCT
epaa-251	226	13	santa	santa	PROPN
epaa-251	226	14	monica	monica	PROPN
epaa-251	226	15	:	:	PUNCT
epaa-251	226	16	rand	rand	NOUN
epaa-251	226	17	,	,	PUNCT
epaa-251	226	18	2000	2000	NUM
epaa-251	226	19	darling	darling	NOUN
epaa-251	226	20	-	-	PUNCT
epaa-251	226	21	hammond	hammond	PROPN
epaa-251	226	22	,	,	PUNCT
epaa-251	226	23	l.	l.	PROPN
epaa-251	226	24	(	(	PUNCT
epaa-251	226	25	2001	2001	NUM
epaa-251	226	26	)	)	PUNCT
epaa-251	226	27	.	.	PUNCT
epaa-251	227	1	the	the	DET
epaa-251	227	2	research	research	NOUN
epaa-251	227	3	and	and	CCONJ
epaa-251	227	4	rhetoric	rhetoric	NOUN
epaa-251	227	5	on	on	ADP
epaa-251	227	6	teacher	teacher	NOUN
epaa-251	227	7	certification	certification	NOUN
epaa-251	227	8	:	:	PUNCT
epaa-251	227	9	a	a	DET
epaa-251	227	10	response	response	NOUN
epaa-251	227	11	to	to	ADP
epaa-251	227	12	“	"	PUNCT
epaa-251	227	13	teacher	teacher	NOUN
epaa-251	227	14	certification	certification	NOUN
epaa-251	227	15	reconsidered	reconsider	VERB
epaa-251	227	16	”	"	PUNCT
epaa-251	227	17	national	national	ADJ
epaa-251	227	18	commission	commission	NOUN
epaa-251	227	19	on	on	ADP
epaa-251	227	20	teaching	teaching	NOUN
epaa-251	227	21	and	and	CCONJ
epaa-251	227	22	america	america	PROPN
epaa-251	227	23	’s	’s	PART
epaa-251	227	24	future	future	NOUN
epaa-251	227	25	.	.	PUNCT
epaa-251	228	1	grissmer	grissmer	NOUN
epaa-251	228	2	,	,	PUNCT
epaa-251	228	3	david	david	PROPN
epaa-251	228	4	and	and	CCONJ
epaa-251	228	5	kirby	kirby	PROPN
epaa-251	228	6	,	,	PUNCT
epaa-251	228	7	sheila	sheila	PROPN
epaa-251	228	8	n.	n.	PROPN
epaa-251	228	9	(	(	PUNCT
epaa-251	228	10	1997	1997	NUM
epaa-251	228	11	)	)	PUNCT
epaa-251	228	12	.	.	PUNCT
epaa-251	229	1	teacher	teacher	NOUN
epaa-251	229	2	turnover	turnover	NOUN
epaa-251	229	3	and	and	CCONJ
epaa-251	229	4	teacher	teacher	NOUN
epaa-251	229	5	quality	quality	NOUN
epaa-251	229	6	.	.	PUNCT
epaa-251	230	1	teachers	teacher	NOUN
epaa-251	230	2	college	college	PROPN
epaa-251	230	3	record	record	NOUN
epaa-251	230	4	.	.	PUNCT
epaa-251	231	1	99:1	99:1	X
epaa-251	231	2	.	.	PUNCT
epaa-251	232	1	pp	pp	ADJ
epaa-251	232	2	.	.	PUNCT
epaa-251	233	1	45	45	NUM
epaa-251	233	2	-	-	SYM
epaa-251	233	3	56	56	NUM
epaa-251	233	4	.	.	PUNCT
epaa-251	233	5	hare	hare	PROPN
epaa-251	233	6	,	,	PUNCT
epaa-251	233	7	d.	d.	PROPN
epaa-251	233	8	,	,	PUNCT
epaa-251	233	9	nathan	nathan	PROPN
epaa-251	233	10	,	,	PUNCT
epaa-251	233	11	j.	j.	PROPN
epaa-251	233	12	,	,	PUNCT
epaa-251	233	13	darland	darland	ADV
epaa-251	233	14	,	,	PUNCT
epaa-251	233	15	j.	j.	PROPN
epaa-251	233	16	and	and	CCONJ
epaa-251	233	17	laine	laine	PROPN
epaa-251	233	18	,	,	PUNCT
epaa-251	233	19	s.w.m	s.w.m	X
epaa-251	233	20	.	.	PUNCT
epaa-251	233	21	(	(	PUNCT
epaa-251	233	22	2000	2000	NUM
epaa-251	233	23	)	)	PUNCT
epaa-251	233	24	.	.	PUNCT
epaa-251	234	1	teacher	teacher	NOUN
epaa-251	234	2	shortages	shortage	NOUN
epaa-251	234	3	in	in	ADP
epaa-251	234	4	the	the	DET
epaa-251	234	5	midwest	midwest	NOUN
epaa-251	234	6	:	:	PUNCT
epaa-251	234	7	current	current	ADJ
epaa-251	234	8	trends	trend	NOUN
epaa-251	234	9	and	and	CCONJ
epaa-251	234	10	future	future	ADJ
epaa-251	234	11	issues	issue	NOUN
epaa-251	234	12	.	.	PUNCT
epaa-251	235	1	minneapolis	minneapolis	PROPN
epaa-251	235	2	,	,	PUNCT
epaa-251	235	3	mn	mn	PROPN
epaa-251	235	4	:	:	PUNCT
epaa-251	235	5	center	center	NOUN
epaa-251	235	6	for	for	ADP
epaa-251	235	7	school	school	NOUN
epaa-251	235	8	change	change	NOUN
epaa-251	235	9	.	.	PUNCT
epaa-251	236	1	university	university	NOUN
epaa-251	236	2	of	of	ADP
epaa-251	236	3	minnesota	minnesota	PROPN
epaa-251	236	4	.	.	PUNCT
epaa-251	237	1	harrington	harrington	PROPN
epaa-251	237	2	,	,	PUNCT
epaa-251	237	3	p.e	p.e	PROPN
epaa-251	237	4	.	.	PROPN
epaa-251	237	5	(	(	PUNCT
epaa-251	237	6	2001	2001	NUM
epaa-251	237	7	)	)	PUNCT
epaa-251	237	8	.	.	PUNCT
epaa-251	238	1	attracting	attract	VERB
epaa-251	238	2	new	new	ADJ
epaa-251	238	3	teachers	teacher	NOUN
epaa-251	238	4	requires	require	VERB
epaa-251	238	5	changing	change	VERB
epaa-251	238	6	old	old	ADJ
epaa-251	238	7	rules	rule	NOUN
epaa-251	238	8	.	.	PUNCT
epaa-251	239	1	the	the	DET
epaa-251	239	2	college	college	PROPN
epaa-251	239	3	board	board	PROPN
epaa-251	239	4	review	review	PROPN
epaa-251	239	5	.	.	PUNCT
epaa-251	240	1	192	192	NUM
epaa-251	240	2	.	.	PUNCT
epaa-251	241	1	pp	pp	ADJ
epaa-251	241	2	.	.	PUNCT
epaa-251	242	1	6	6	NUM
epaa-251	242	2	-	-	SYM
epaa-251	242	3	11	11	NUM
epaa-251	242	4	.	.	PUNCT
epaa-251	243	1	henke	henke	PROPN
epaa-251	243	2	,	,	PUNCT
epaa-251	243	3	r.r	r.r	PROPN
epaa-251	243	4	.	.	PROPN
epaa-251	243	5	,	,	PUNCT
epaa-251	243	6	zahn	zahn	PROPN
epaa-251	243	7	,	,	PUNCT
epaa-251	243	8	l.	l.	PROPN
epaa-251	243	9	and	and	CCONJ
epaa-251	243	10	carroll	carroll	PROPN
epaa-251	243	11	,	,	PUNCT
epaa-251	243	12	c.d	c.d	PROPN
epaa-251	243	13	.	.	PROPN
epaa-251	243	14	(	(	PUNCT
epaa-251	243	15	2001	2001	NUM
epaa-251	243	16	)	)	PUNCT
epaa-251	243	17	.	.	PUNCT
epaa-251	244	1	attrition	attrition	NOUN
epaa-251	244	2	of	of	ADP
epaa-251	244	3	new	new	ADJ
epaa-251	244	4	teachers	teacher	NOUN
epaa-251	244	5	among	among	ADP
epaa-251	244	6	recent	recent	ADJ
epaa-251	244	7	college	college	NOUN
epaa-251	244	8	graduates	graduate	NOUN
epaa-251	244	9	:	:	PUNCT
epaa-251	244	10	comparing	compare	VERB
epaa-251	244	11	occupational	occupational	ADJ
epaa-251	244	12	stability	stability	NOUN
epaa-251	244	13	among	among	ADP
epaa-251	244	14	1992	1992	NUM
epaa-251	244	15	-	-	SYM
epaa-251	244	16	93	93	NUM
epaa-251	244	17	graduates	graduate	NOUN
epaa-251	244	18	who	who	PRON
epaa-251	244	19	taught	teach	VERB
epaa-251	244	20	and	and	CCONJ
epaa-251	244	21	those	those	PRON
epaa-251	244	22	who	who	PRON
epaa-251	244	23	worked	work	VERB
epaa-251	244	24	in	in	ADP
epaa-251	244	25	other	other	ADJ
epaa-251	244	26	occupations	occupation	NOUN
epaa-251	244	27	.	.	PUNCT
epaa-251	245	1	(	(	PUNCT
epaa-251	245	2	nces	nce	VERB
epaa-251	245	3	2001	2001	NUM
epaa-251	245	4	-	-	SYM
epaa-251	245	5	189	189	NUM
epaa-251	245	6	)	)	PUNCT
epaa-251	245	7	.	.	PUNCT
epaa-251	246	1	u.s	u.s	PROPN
epaa-251	246	2	.	.	PROPN
epaa-251	246	3	department	department	PROPN
epaa-251	246	4	of	of	ADP
epaa-251	246	5	education	education	PROPN
epaa-251	246	6	,	,	PUNCT
epaa-251	246	7	national	national	ADJ
epaa-251	246	8	center	center	NOUN
epaa-251	246	9	for	for	ADP
epaa-251	246	10	education	education	NOUN
epaa-251	246	11	statistics	statistic	NOUN
epaa-251	246	12	.	.	PUNCT
epaa-251	247	1	washington	washington	PROPN
epaa-251	247	2	,	,	PUNCT
epaa-251	247	3	dc	dc	PROPN
epaa-251	247	4	:	:	PUNCT
epaa-251	247	5	u.s	u.s	PROPN
epaa-251	247	6	.	.	PROPN
epaa-251	247	7	government	government	NOUN
epaa-251	247	8	printing	printing	NOUN
epaa-251	247	9	office	office	NOUN
epaa-251	247	10	.	.	PUNCT
epaa-251	248	1	hussar	hussar	PROPN
epaa-251	248	2	,	,	PUNCT
epaa-251	248	3	w.j	w.j	PROPN
epaa-251	248	4	.	.	PROPN
epaa-251	248	5	(	(	PUNCT
epaa-251	248	6	1999	1999	NUM
epaa-251	248	7	)	)	PUNCT
epaa-251	248	8	.	.	PUNCT
epaa-251	249	1	predicting	predict	VERB
epaa-251	249	2	the	the	DET
epaa-251	249	3	need	need	NOUN
epaa-251	249	4	for	for	ADP
epaa-251	249	5	newly	newly	ADV
epaa-251	249	6	hired	hire	VERB
epaa-251	249	7	teachers	teacher	NOUN
epaa-251	249	8	in	in	ADP
epaa-251	249	9	the	the	DET
epaa-251	249	10	united	united	PROPN
epaa-251	249	11	states	states	PROPN
epaa-251	249	12	to	to	ADP
epaa-251	249	13	2008	2008	NUM
epaa-251	249	14	-	-	SYM
epaa-251	249	15	09	09	NUM
epaa-251	249	16	.	.	PUNCT
epaa-251	250	1	washington	washington	PROPN
epaa-251	250	2	,	,	PUNCT
epaa-251	250	3	dc	dc	PROPN
epaa-251	250	4	:	:	PUNCT
epaa-251	250	5	u.s	u.s	PROPN
epaa-251	250	6	.	.	PROPN
epaa-251	250	7	department	department	PROPN
epaa-251	250	8	of	of	ADP
epaa-251	250	9	education	education	PROPN
epaa-251	250	10	,	,	PUNCT
epaa-251	250	11	national	national	ADJ
epaa-251	250	12	center	center	NOUN
epaa-251	250	13	for	for	ADP
epaa-251	250	14	education	education	NOUN
epaa-251	250	15	statistics	statistic	NOUN
epaa-251	250	16	.	.	PUNCT
epaa-251	251	1	hussar	hussar	PROPN
epaa-251	251	2	,	,	PUNCT
epaa-251	251	3	w.j	w.j	PROPN
epaa-251	251	4	.	.	PROPN
epaa-251	251	5	(	(	PUNCT
epaa-251	251	6	2002	2002	NUM
epaa-251	251	7	)	)	PUNCT
epaa-251	251	8	.	.	PUNCT
epaa-251	252	1	projections	projection	NOUN
epaa-251	252	2	of	of	ADP
epaa-251	252	3	education	education	NOUN
epaa-251	252	4	statistics	statistic	NOUN
epaa-251	252	5	to	to	ADP
epaa-251	252	6	2011	2011	NUM
epaa-251	252	7	.	.	PUNCT
epaa-251	253	1	washington	washington	PROPN
epaa-251	253	2	,	,	PUNCT
epaa-251	253	3	dc	dc	PROPN
epaa-251	253	4	:	:	PUNCT
epaa-251	253	5	u.s	u.s	PROPN
epaa-251	253	6	.	.	PROPN
epaa-251	253	7	department	department	PROPN
epaa-251	253	8	of	of	ADP
epaa-251	253	9	education	education	PROPN
epaa-251	253	10	,	,	PUNCT
epaa-251	253	11	national	national	ADJ
epaa-251	253	12	center	center	NOUN
epaa-251	253	13	for	for	ADP
epaa-251	253	14	education	education	NOUN
epaa-251	253	15	statistics	statistic	NOUN
epaa-251	253	16	.	.	PUNCT
epaa-251	254	1	ingersoll	ingersoll	PROPN
epaa-251	254	2	,	,	PUNCT
epaa-251	254	3	r.m	r.m	PROPN
epaa-251	254	4	.	.	PROPN
epaa-251	254	5	(	(	PUNCT
epaa-251	254	6	1997	1997	NUM
epaa-251	254	7	)	)	PUNCT
epaa-251	254	8	.	.	PUNCT
epaa-251	255	1	teacher	teacher	NOUN
epaa-251	255	2	turnover	turnover	NOUN
epaa-251	255	3	and	and	CCONJ
epaa-251	255	4	teacher	teacher	NOUN
epaa-251	255	5	quality	quality	NOUN
epaa-251	255	6	:	:	PUNCT
epaa-251	255	7	the	the	DET
epaa-251	255	8	recurring	recur	VERB
epaa-251	255	9	myth	myth	NOUN
epaa-251	255	10	of	of	ADP
epaa-251	255	11	teacher	teacher	NOUN
epaa-251	255	12	shortages	shortage	NOUN
epaa-251	255	13	.	.	PUNCT
epaa-251	256	1	teachers	teacher	NOUN
epaa-251	256	2	college	college	PROPN
epaa-251	256	3	record	record	NOUN
epaa-251	256	4	.	.	PUNCT
epaa-251	257	1	99:1	99:1	X
epaa-251	257	2	.	.	PUNCT
epaa-251	258	1	pp	pp	ADJ
epaa-251	258	2	.	.	PUNCT
epaa-251	259	1	41	41	NUM
epaa-251	259	2	-	-	SYM
epaa-251	259	3	44	44	NUM
epaa-251	259	4	.	.	PUNCT
epaa-251	260	1	ingersoll	ingersoll	PROPN
epaa-251	260	2	,	,	PUNCT
epaa-251	260	3	r.m	r.m	PROPN
epaa-251	260	4	.	.	PROPN
epaa-251	260	5	(	(	PUNCT
epaa-251	260	6	2001	2001	NUM
epaa-251	260	7	)	)	PUNCT
epaa-251	260	8	.	.	PUNCT
epaa-251	261	1	teacher	teacher	NOUN
epaa-251	261	2	turnover	turnover	NOUN
epaa-251	261	3	,	,	PUNCT
epaa-251	261	4	teacher	teacher	NOUN
epaa-251	261	5	shortages	shortage	NOUN
epaa-251	261	6	,	,	PUNCT
epaa-251	261	7	and	and	CCONJ
epaa-251	261	8	the	the	DET
epaa-251	261	9	organization	organization	NOUN
epaa-251	261	10	of	of	ADP
epaa-251	261	11	schools	school	NOUN
epaa-251	261	12	.	.	PUNCT
epaa-251	262	1	center	center	NOUN
epaa-251	262	2	for	for	ADP
epaa-251	262	3	the	the	DET
epaa-251	262	4	study	study	NOUN
epaa-251	262	5	of	of	ADP
epaa-251	262	6	teaching	teaching	NOUN
epaa-251	262	7	and	and	CCONJ
epaa-251	262	8	policy	policy	NOUN
epaa-251	262	9	.	.	PUNCT
epaa-251	263	1	university	university	NOUN
epaa-251	263	2	of	of	ADP
epaa-251	263	3	washington	washington	PROPN
epaa-251	263	4	.	.	PUNCT
epaa-251	264	1	kirby	kirby	PROPN
epaa-251	264	2	,	,	PUNCT
epaa-251	264	3	s.n	s.n	PROPN
epaa-251	264	4	.	.	PROPN
epaa-251	264	5	,	,	PUNCT
epaa-251	264	6	berends	berend	NOUN
epaa-251	264	7	,	,	PUNCT
epaa-251	264	8	m.	m.	NOUN
epaa-251	264	9	and	and	CCONJ
epaa-251	264	10	naftel	naftel	NOUN
epaa-251	264	11	,	,	PUNCT
epaa-251	264	12	s.	s.	PROPN
epaa-251	264	13	(	(	PUNCT
epaa-251	264	14	1999	1999	NUM
epaa-251	264	15	)	)	PUNCT
epaa-251	264	16	.	.	PUNCT
epaa-251	265	1	supply	supply	NOUN
epaa-251	265	2	and	and	CCONJ
epaa-251	265	3	demand	demand	NOUN
epaa-251	265	4	of	of	ADP
epaa-251	265	5	minority	minority	NOUN
epaa-251	265	6	teachers	teacher	NOUN
epaa-251	265	7	in	in	ADP
epaa-251	265	8	texas	texas	PROPN
epaa-251	265	9	:	:	PUNCT
epaa-251	265	10	problems	problem	NOUN
epaa-251	265	11	and	and	CCONJ
epaa-251	265	12	prospects	prospect	NOUN
epaa-251	265	13	.	.	PUNCT
epaa-251	266	1	educational	educational	ADJ
epaa-251	266	2	evaluation	evaluation	NOUN
epaa-251	266	3	and	and	CCONJ
epaa-251	266	4	policy	policy	NOUN
epaa-251	266	5	analysis	analysis	NOUN
epaa-251	266	6	.	.	PUNCT
epaa-251	267	1	21:1	21:1	NUM
epaa-251	267	2	pp.47	pp.47	NOUN
epaa-251	267	3	-	-	PUNCT
epaa-251	267	4	66	66	NUM
epaa-251	267	5	.	.	PUNCT
epaa-251	268	1	lewis	lewis	PROPN
epaa-251	268	2	,	,	PUNCT
epaa-251	268	3	m.s	m.s	PROPN
epaa-251	268	4	.	.	PROPN
epaa-251	268	5	(	(	PUNCT
epaa-251	268	6	1996	1996	NUM
epaa-251	268	7	)	)	PUNCT
epaa-251	268	8	.	.	PUNCT
epaa-251	269	1	supply	supply	NOUN
epaa-251	269	2	and	and	CCONJ
epaa-251	269	3	demand	demand	NOUN
epaa-251	269	4	of	of	ADP
epaa-251	269	5	teachers	teacher	NOUN
epaa-251	269	6	of	of	ADP
epaa-251	269	7	color	color	NOUN
epaa-251	269	8	.	.	PUNCT
epaa-251	270	1	eric	eric	PROPN
epaa-251	270	2	digest	digest	PROPN
epaa-251	270	3	.	.	PUNCT
epaa-251	271	1	eric	eric	PROPN
epaa-251	271	2	clearinghouse	clearinghouse	PROPN
epaa-251	271	3	on	on	ADP
epaa-251	271	4	teaching	teaching	NOUN
epaa-251	271	5	and	and	CCONJ
epaa-251	271	6	teacher	teacher	NOUN
epaa-251	271	7	education	education	NOUN
epaa-251	271	8	,	,	PUNCT
epaa-251	271	9	washington	washington	PROPN
epaa-251	271	10	,	,	PUNCT
epaa-251	271	11	dc	dc	PROPN
epaa-251	271	12	.	.	PROPN
epaa-251	271	13	north	north	PROPN
epaa-251	271	14	carolina	carolina	PROPN
epaa-251	271	15	state	state	PROPN
epaa-251	271	16	department	department	PROPN
epaa-251	271	17	of	of	ADP
epaa-251	271	18	public	public	ADJ
epaa-251	271	19	instruction	instruction	NOUN
epaa-251	271	20	,	,	PUNCT
epaa-251	271	21	department	department	NOUN
epaa-251	271	22	of	of	ADP
epaa-251	271	23	human	human	ADJ
epaa-251	271	24	resources	resource	NOUN
epaa-251	271	25	(	(	PUNCT
epaa-251	271	26	1998	1998	NUM
epaa-251	271	27	)	)	PUNCT
epaa-251	271	28	.	.	PUNCT
epaa-251	272	1	teacher	teacher	NOUN
epaa-251	272	2	supply	supply	NOUN
epaa-251	272	3	and	and	CCONJ
epaa-251	272	4	demand	demand	NOUN
epaa-251	272	5	study	study	NOUN
epaa-251	272	6	.	.	PUNCT
epaa-251	273	1	office	office	NOUN
epaa-251	273	2	of	of	ADP
epaa-251	273	3	strategy	strategy	NOUN
epaa-251	273	4	planning	planning	NOUN
epaa-251	273	5	(	(	PUNCT
epaa-251	273	6	2000	2000	NUM
epaa-251	273	7	)	)	PUNCT
epaa-251	273	8	.	.	PUNCT
epaa-251	274	1	“	"	PUNCT
epaa-251	274	2	projected	project	VERB
epaa-251	274	3	number	number	NOUN
epaa-251	274	4	of	of	ADP
epaa-251	274	5	teachers	teacher	NOUN
epaa-251	274	6	needed	need	VERB
epaa-251	274	7	through	through	ADP
epaa-251	274	8	2020	2020	NUM
epaa-251	274	9	-	-	SYM
epaa-251	274	10	2021	2021	NUM
epaa-251	274	11	.	.	PUNCT
epaa-251	274	12	”	"	PUNCT
epaa-251	275	1	tallahassee	tallahassee	PROPN
epaa-251	275	2	:	:	PUNCT
epaa-251	275	3	florida	florida	PROPN
epaa-251	275	4	department	department	PROPN
epaa-251	275	5	of	of	ADP
epaa-251	275	6	education	education	PROPN
epaa-251	275	7	(	(	PUNCT
epaa-251	275	8	december	december	PROPN
epaa-251	275	9	2000	2000	NUM
epaa-251	275	10	)	)	PUNCT
epaa-251	275	11	.	.	PUNCT
epaa-251	276	1	perry	perry	PROPN
epaa-251	276	2	,	,	PUNCT
epaa-251	276	3	mary	mary	PROPN
epaa-251	276	4	,	,	PUNCT
epaa-251	276	5	(	(	PUNCT
epaa-251	276	6	2001	2001	NUM
epaa-251	276	7	)	)	PUNCT
epaa-251	276	8	.	.	PUNCT
epaa-251	277	1	“	"	PUNCT
epaa-251	277	2	update	update	NOUN
epaa-251	277	3	on	on	ADP
epaa-251	277	4	california	california	PROPN
epaa-251	277	5	teacher	teacher	NOUN
epaa-251	277	6	workforce	workforce	PROPN
epaa-251	277	7	issues	issue	NOUN
epaa-251	277	8	,	,	PUNCT
epaa-251	277	9	”	"	PUNCT
epaa-251	277	10	palo	palo	PROPN
epaa-251	277	11	alto	alto	PROPN
epaa-251	277	12	,	,	PUNCT
epaa-251	277	13	california	california	PROPN
epaa-251	277	14	:	:	PUNCT
epaa-251	277	15	edsource	edsource	PROPN
epaa-251	277	16	,	,	PUNCT
epaa-251	277	17	inc	inc	PROPN
epaa-251	277	18	.	.	PROPN
epaa-251	277	19	sack	sack	PROPN
epaa-251	277	20	,	,	PUNCT
epaa-251	277	21	j.l	j.l	PROPN
epaa-251	277	22	.	.	PROPN
epaa-251	278	1	(	(	PUNCT
epaa-251	278	2	24	24	NUM
epaa-251	278	3	march	march	NOUN
epaa-251	278	4	1999	1999	NUM
epaa-251	278	5	)	)	PUNCT
epaa-251	278	6	.	.	PUNCT
epaa-251	279	1	all	all	DET
epaa-251	279	2	class	class	NOUN
epaa-251	279	3	of	of	ADP
epaa-251	279	4	spec	spec	NOUN
epaa-251	279	5	.	.	PUNCT
epaa-251	280	1	ed	ed	NOUN
epaa-251	280	2	.	.	PUNCT
epaa-251	281	1	teachers	teacher	NOUN
epaa-251	281	2	in	in	ADP
epaa-251	281	3	demand	demand	NOUN
epaa-251	281	4	throughout	throughout	ADP
epaa-251	281	5	nation	nation	NOUN
epaa-251	281	6	.	.	PUNCT
epaa-251	282	1	education	education	NOUN
epaa-251	282	2	week	week	NOUN
epaa-251	282	3	.	.	PUNCT
epaa-251	283	1	13	13	NUM
epaa-251	283	2	of	of	ADP
epaa-251	283	3	18	18	NUM
epaa-251	283	4	shields	shield	NOUN
epaa-251	283	5	,	,	PUNCT
epaa-251	283	6	p.m.	p.m.	NOUN
epaa-251	283	7	,	,	PUNCT
epaa-251	283	8	humphrey	humphrey	PROPN
epaa-251	283	9	,	,	PUNCT
epaa-251	283	10	d.c	d.c	PROPN
epaa-251	283	11	.	.	PROPN
epaa-251	283	12	,	,	PUNCT
epaa-251	283	13	wechsler	wechsler	PROPN
epaa-251	283	14	,	,	PUNCT
epaa-251	283	15	m.e	m.e	PROPN
epaa-251	283	16	.	.	PROPN
epaa-251	283	17	,	,	PUNCT
epaa-251	283	18	riehl	riehl	PROPN
epaa-251	283	19	,	,	PUNCT
epaa-251	283	20	l.m	l.m	PROPN
epaa-251	283	21	.	.	PROPN
epaa-251	283	22	,	,	PUNCT
epaa-251	283	23	tiffany	tiffany	PROPN
epaa-251	283	24	-	-	PUNCT
epaa-251	283	25	morales	morales	PROPN
epaa-251	283	26	,	,	PUNCT
epaa-251	283	27	j.	j.	PROPN
epaa-251	283	28	,	,	PUNCT
epaa-251	283	29	woodworth	woodworth	PROPN
epaa-251	283	30	,	,	PUNCT
epaa-251	283	31	k.	k.	PROPN
epaa-251	283	32	,	,	PUNCT
epaa-251	283	33	young	young	ADJ
epaa-251	283	34	,	,	PUNCT
epaa-251	283	35	v.m	v.m	PROPN
epaa-251	283	36	.	.	PROPN
epaa-251	283	37	and	and	CCONJ
epaa-251	283	38	price	price	NOUN
epaa-251	283	39	,	,	PUNCT
epaa-251	283	40	t.	t.	PROPN
epaa-251	283	41	(	(	PUNCT
epaa-251	283	42	2001	2001	NUM
epaa-251	283	43	)	)	PUNCT
epaa-251	283	44	.	.	PUNCT
epaa-251	284	1	the	the	DET
epaa-251	284	2	status	status	NOUN
epaa-251	284	3	of	of	ADP
epaa-251	284	4	the	the	DET
epaa-251	284	5	teaching	teaching	NOUN
epaa-251	284	6	profession	profession	NOUN
epaa-251	284	7	2001	2001	NUM
epaa-251	284	8	.	.	PUNCT
epaa-251	285	1	santa	santa	PROPN
epaa-251	285	2	cruz	cruz	PROPN
epaa-251	285	3	,	,	PUNCT
epaa-251	285	4	ca	can	AUX
epaa-251	285	5	:	:	PUNCT
epaa-251	285	6	the	the	DET
epaa-251	285	7	center	center	NOUN
epaa-251	285	8	for	for	ADP
epaa-251	285	9	the	the	DET
epaa-251	285	10	future	future	NOUN
epaa-251	285	11	of	of	ADP
epaa-251	285	12	teaching	teaching	NOUN
epaa-251	285	13	and	and	CCONJ
epaa-251	285	14	learning	learning	NOUN
epaa-251	285	15	.	.	PUNCT
epaa-251	286	1	sparks	spark	VERB
epaa-251	286	2	,	,	PUNCT
epaa-251	286	3	k.	k.	PROPN
epaa-251	286	4	(	(	PUNCT
epaa-251	286	5	2002	2002	NUM
epaa-251	286	6	)	)	PUNCT
epaa-251	286	7	.	.	PUNCT
epaa-251	287	1	teacher	teacher	NOUN
epaa-251	287	2	demand	demand	NOUN
epaa-251	287	3	study	study	NOUN
epaa-251	287	4	2001	2001	NUM
epaa-251	287	5	-	-	SYM
epaa-251	287	6	2002	2002	NUM
epaa-251	287	7	.	.	PUNCT
epaa-251	288	1	institute	institute	PROPN
epaa-251	288	2	for	for	ADP
epaa-251	288	3	school	school	NOUN
epaa-251	288	4	-	-	PUNCT
epaa-251	288	5	university	university	NOUN
epaa-251	288	6	partnerships	partnership	NOUN
epaa-251	288	7	.	.	PUNCT
epaa-251	289	1	bryon	bryon	PROPN
epaa-251	289	2	,	,	PUNCT
epaa-251	289	3	tx	tx	PROPN
epaa-251	289	4	texas	texas	PROPN
epaa-251	289	5	education	education	PROPN
epaa-251	289	6	agency	agency	PROPN
epaa-251	289	7	(	(	PUNCT
epaa-251	289	8	1995	1995	NUM
epaa-251	289	9	)	)	PUNCT
epaa-251	289	10	.	.	PUNCT
epaa-251	290	1	policy	policy	NOUN
epaa-251	290	2	research	research	NOUN
epaa-251	290	3	report	report	NOUN
epaa-251	290	4	#	#	SYM
epaa-251	290	5	6	6	NUM
epaa-251	290	6	:	:	PUNCT
epaa-251	290	7	texas	texas	PROPN
epaa-251	290	8	teacher	teacher	NOUN
epaa-251	290	9	retention	retention	NOUN
epaa-251	290	10	,	,	PUNCT
epaa-251	290	11	mobility	mobility	NOUN
epaa-251	290	12	,	,	PUNCT
epaa-251	290	13	and	and	CCONJ
epaa-251	290	14	attrition	attrition	NOUN
epaa-251	290	15	.	.	PUNCT
epaa-251	291	1	austin	austin	PROPN
epaa-251	291	2	,	,	PUNCT
epaa-251	291	3	tx	tx	PROPN
epaa-251	291	4	:	:	PUNCT
epaa-251	291	5	texas	texas	PROPN
epaa-251	291	6	education	education	PROPN
epaa-251	291	7	agency	agency	NOUN
epaa-251	291	8	.	.	PUNCT
epaa-251	292	1	u.s	u.s	PROPN
epaa-251	292	2	.	.	PROPN
epaa-251	292	3	department	department	PROPN
epaa-251	292	4	of	of	ADP
epaa-251	292	5	education	education	PROPN
epaa-251	292	6	national	national	ADJ
epaa-251	292	7	center	center	NOUN
epaa-251	292	8	for	for	ADP
epaa-251	292	9	education	education	NOUN
epaa-251	292	10	statistics	statistic	NOUN
epaa-251	292	11	(	(	PUNCT
epaa-251	292	12	2000	2000	NUM
epaa-251	292	13	)	)	PUNCT
epaa-251	292	14	.	.	PUNCT
epaa-251	293	1	schools	school	NOUN
epaa-251	293	2	and	and	CCONJ
epaa-251	293	3	staffing	staffing	NOUN
epaa-251	293	4	survey	survey	NOUN
epaa-251	293	5	and	and	CCONJ
epaa-251	293	6	private	private	ADJ
epaa-251	293	7	school	school	NOUN
epaa-251	293	8	survey	survey	NOUN
epaa-251	293	9	questionnaires	questionnaire	NOUN
epaa-251	293	10	,	,	PUNCT
epaa-251	293	11	1999	1999	NUM
epaa-251	293	12	-	-	SYM
epaa-251	293	13	2000	2000	NUM
epaa-251	293	14	,	,	PUNCT
epaa-251	293	15	washington	washington	PROPN
epaa-251	293	16	,	,	PUNCT
epaa-251	293	17	d.c	d.c	PROPN
epaa-251	293	18	.	.	PUNCT
epaa-251	293	19	:	:	PUNCT
epaa-251	294	1	u.s	u.s	PROPN
epaa-251	294	2	.	.	PROPN
epaa-251	294	3	department	department	PROPN
epaa-251	294	4	of	of	ADP
epaa-251	294	5	education	education	PROPN
epaa-251	294	6	(	(	PUNCT
epaa-251	294	7	nces	nce	NOUN
epaa-251	294	8	2000	2000	NUM
epaa-251	294	9	-	-	SYM
epaa-251	294	10	310	310	NUM
epaa-251	294	11	)	)	PUNCT
epaa-251	294	12	2000	2000	NUM
epaa-251	294	13	.	.	PUNCT
epaa-251	295	1	the	the	DET
epaa-251	295	2	urban	urban	ADJ
epaa-251	295	3	teacher	teacher	NOUN
epaa-251	295	4	challenge	challenge	NOUN
epaa-251	295	5	(	(	PUNCT
epaa-251	295	6	2000	2000	NUM
epaa-251	295	7	)	)	PUNCT
epaa-251	295	8	.	.	PUNCT
epaa-251	296	1	teacher	teacher	NOUN
epaa-251	296	2	demand	demand	NOUN
epaa-251	296	3	and	and	CCONJ
epaa-251	296	4	supply	supply	NOUN
epaa-251	296	5	in	in	ADP
epaa-251	296	6	the	the	DET
epaa-251	296	7	great	great	ADJ
epaa-251	296	8	city	city	NOUN
epaa-251	296	9	schools	school	NOUN
epaa-251	296	10	.	.	PUNCT
epaa-251	297	1	www.cgcs.org	www.cgcs.org	PROPN
epaa-251	297	2	and	and	CCONJ
epaa-251	297	3	www.rnt.org	www.rnt.org	PROPN
epaa-251	297	4	.	.	PUNCT
epaa-251	298	1	belmont	belmont	PROPN
epaa-251	298	2	,	,	PUNCT
epaa-251	298	3	ma	ma	PROPN
epaa-251	298	4	.	.	PROPN
epaa-251	298	5	walsh	walsh	PROPN
epaa-251	298	6	,	,	PUNCT
epaa-251	298	7	k.	k.	PROPN
epaa-251	298	8	(	(	PUNCT
epaa-251	298	9	2001	2001	NUM
epaa-251	298	10	)	)	PUNCT
epaa-251	298	11	.	.	PUNCT
epaa-251	299	1	teacher	teacher	NOUN
epaa-251	299	2	certification	certification	NOUN
epaa-251	299	3	reconsidered	reconsider	VERB
epaa-251	299	4	:	:	PUNCT
epaa-251	299	5	stumbling	stumble	VERB
epaa-251	299	6	for	for	ADP
epaa-251	299	7	quality	quality	NOUN
epaa-251	299	8	.	.	PUNCT
epaa-251	300	1	the	the	DET
epaa-251	300	2	abell	abell	PROPN
epaa-251	300	3	foundation	foundation	PROPN
epaa-251	300	4	.	.	PUNCT
epaa-251	301	1	baltimore	baltimore	PROPN
epaa-251	301	2	,	,	PUNCT
epaa-251	301	3	md	md	PROPN
epaa-251	301	4	.	.	PROPN
epaa-251	301	5	wayne	wayne	PROPN
epaa-251	301	6	,	,	PUNCT
epaa-251	301	7	a.j	a.j	PROPN
epaa-251	301	8	.	.	PROPN
epaa-251	301	9	(	(	PUNCT
epaa-251	301	10	2000	2000	NUM
epaa-251	301	11	)	)	PUNCT
epaa-251	301	12	.	.	PUNCT
epaa-251	302	1	teacher	teacher	NOUN
epaa-251	302	2	supply	supply	NOUN
epaa-251	302	3	and	and	CCONJ
epaa-251	302	4	demand	demand	NOUN
epaa-251	302	5	:	:	PUNCT
epaa-251	302	6	surprises	surprise	NOUN
epaa-251	302	7	from	from	ADP
epaa-251	302	8	primary	primary	ADJ
epaa-251	302	9	research	research	NOUN
epaa-251	302	10	.	.	PUNCT
epaa-251	303	1	education	education	NOUN
epaa-251	303	2	policy	policy	NOUN
epaa-251	303	3	analysis	analysis	NOUN
epaa-251	303	4	archives	archive	NOUN
epaa-251	303	5	.	.	PUNCT
epaa-251	304	1	8(47	8(47	NUM
epaa-251	304	2	)	)	PUNCT
epaa-251	304	3	.	.	PUNCT
epaa-251	305	1	http://epaa.asu.edu/epaa/v8n47.html	http://epaa.asu.edu/epaa/v8n47.html	PROPN
epaa-251	305	2	yasin	yasin	PROPN
epaa-251	305	3	,	,	PUNCT
epaa-251	305	4	s.	s.	PROPN
epaa-251	305	5	(	(	PUNCT
epaa-251	305	6	1999	1999	NUM
epaa-251	305	7	)	)	PUNCT
epaa-251	305	8	.	.	PUNCT
epaa-251	306	1	the	the	DET
epaa-251	306	2	supply	supply	NOUN
epaa-251	306	3	and	and	CCONJ
epaa-251	306	4	demand	demand	NOUN
epaa-251	306	5	of	of	ADP
epaa-251	306	6	elementary	elementary	ADJ
epaa-251	306	7	and	and	CCONJ
epaa-251	306	8	secondary	secondary	ADJ
epaa-251	306	9	school	school	NOUN
epaa-251	306	10	teachers	teacher	NOUN
epaa-251	306	11	in	in	ADP
epaa-251	306	12	the	the	DET
epaa-251	306	13	united	united	PROPN
epaa-251	306	14	states	states	PROPN
epaa-251	306	15	.	.	PUNCT
epaa-251	307	1	eric	eric	PROPN
epaa-251	307	2	digest	digest	PROPN
epaa-251	307	3	.	.	PUNCT
epaa-251	308	1	eric	eric	PROPN
epaa-251	308	2	clearinghouse	clearinghouse	PROPN
epaa-251	308	3	on	on	ADP
epaa-251	308	4	teaching	teaching	NOUN
epaa-251	308	5	and	and	CCONJ
epaa-251	308	6	teacher	teacher	NOUN
epaa-251	308	7	education	education	NOUN
epaa-251	308	8	,	,	PUNCT
epaa-251	308	9	washington	washington	PROPN
epaa-251	308	10	,	,	PUNCT
epaa-251	308	11	dc	dc	PROPN
epaa-251	308	12	.	.	PROPN
epaa-251	309	1	about	about	ADP
epaa-251	309	2	the	the	DET
epaa-251	309	3	authors	author	NOUN
epaa-251	309	4	patrick	patrick	PROPN
epaa-251	309	5	murphy	murphy	PROPN
epaa-251	309	6	associate	associate	PROPN
epaa-251	309	7	professor	professor	PROPN
epaa-251	309	8	chair	chair	PROPN
epaa-251	309	9	department	department	PROPN
epaa-251	309	10	of	of	ADP
epaa-251	309	11	politics	politics	PROPN
epaa-251	309	12	university	university	PROPN
epaa-251	309	13	of	of	ADP
epaa-251	309	14	san	san	PROPN
epaa-251	309	15	francisco	francisco	PROPN
epaa-251	309	16	415.422.5867	415.422.5867	NUM
epaa-251	309	17	email	email	NOUN
epaa-251	309	18	:	:	PUNCT
epaa-251	309	19	murphyp@usfca.edu	murphyp@usfca.edu	PROPN
epaa-251	309	20	patrick	patrick	PROPN
epaa-251	309	21	murphy	murphy	PROPN
epaa-251	309	22	is	be	AUX
epaa-251	309	23	an	an	DET
epaa-251	309	24	associate	associate	ADJ
epaa-251	309	25	professor	professor	NOUN
epaa-251	309	26	of	of	ADP
epaa-251	309	27	politics	politic	NOUN
epaa-251	309	28	at	at	ADP
epaa-251	309	29	the	the	DET
epaa-251	309	30	university	university	PROPN
epaa-251	309	31	of	of	ADP
epaa-251	309	32	san	san	PROPN
epaa-251	309	33	francisco	francisco	PROPN
epaa-251	309	34	.	.	PUNCT
epaa-251	310	1	michael	michael	PROPN
epaa-251	310	2	dearmond	dearmond	PROPN
epaa-251	310	3	and	and	CCONJ
epaa-251	310	4	kacey	kacey	PROPN
epaa-251	310	5	guin	guin	PROPN
epaa-251	310	6	are	be	AUX
epaa-251	310	7	policy	policy	NOUN
epaa-251	310	8	researchers	researcher	NOUN
epaa-251	310	9	at	at	ADP
epaa-251	310	10	the	the	DET
epaa-251	310	11	center	center	NOUN
epaa-251	310	12	on	on	ADP
epaa-251	310	13	reinventing	reinvent	VERB
epaa-251	310	14	public	public	ADJ
epaa-251	310	15	education	education	NOUN
epaa-251	310	16	,	,	PUNCT
epaa-251	310	17	daniel	daniel	PROPN
epaa-251	310	18	j.	j.	PROPN
epaa-251	310	19	evans	evans	PROPN
epaa-251	310	20	school	school	PROPN
epaa-251	310	21	of	of	ADP
epaa-251	310	22	public	public	ADJ
epaa-251	310	23	affairs	affair	NOUN
epaa-251	310	24	,	,	PUNCT
epaa-251	310	25	university	university	PROPN
epaa-251	310	26	of	of	ADP
epaa-251	310	27	washington	washington	PROPN
epaa-251	310	28	.	.	PUNCT
epaa-251	311	1	appendix	appendix	ADJ
epaa-251	311	2	estimates	estimate	NOUN
epaa-251	311	3	of	of	ADP
epaa-251	311	4	teacher	teacher	NOUN
epaa-251	311	5	late	late	ADJ
epaa-251	311	6	-	-	PUNCT
epaa-251	311	7	fill	fill	NOUN
epaa-251	311	8	rates	rate	NOUN
epaa-251	311	9	by	by	ADP
epaa-251	311	10	state	state	NOUN
epaa-251	311	11	sass	sass	NOUN
epaa-251	311	12	1999	1999	NUM
epaa-251	311	13	-	-	SYM
epaa-251	311	14	2000	2000	NUM
epaa-251	311	15	state	state	NOUN
epaa-251	311	16	late	late	ADJ
epaa-251	311	17	hires	hire	NOUN
epaa-251	311	18	*	*	PROPN
epaa-251	311	19	total	total	ADJ
epaa-251	311	20	teachers	teacher	NOUN
epaa-251	311	21	*	*	PUNCT
epaa-251	311	22	*	*	PUNCT
epaa-251	311	23	late	late	ADJ
epaa-251	311	24	-	-	PUNCT
epaa-251	311	25	fill	fill	NOUN
epaa-251	311	26	rate	rate	NOUN
epaa-251	311	27	*	*	PROPN
epaa-251	311	28	*	*	PUNCT
epaa-251	311	29	*	*	X
epaa-251	311	30	alabama	alabama	PROPN
epaa-251	311	31	922	922	NUM
epaa-251	311	32	51,891	51,891	NUM
epaa-251	311	33	1.8	1.8	NUM
epaa-251	311	34	%	%	NOUN
epaa-251	311	35	alaska	alaska	NOUN
epaa-251	311	36	518	518	NUM
epaa-251	311	37	9,286	9,286	NUM
epaa-251	311	38	5.6	5.6	NUM
epaa-251	311	39	%	%	NOUN
epaa-251	311	40	arizona	arizona	PROPN
epaa-251	311	41	1,136	1,136	NUM
epaa-251	311	42	47,295	47,295	NUM
epaa-251	311	43	2.4	2.4	NUM
epaa-251	311	44	%	%	NOUN
epaa-251	311	45	arkansas	arkansa	NOUN
epaa-251	311	46	286	286	NUM
epaa-251	311	47	33,500	33,500	NUM
epaa-251	311	48	0.9	0.9	NUM
epaa-251	311	49	%	%	NOUN
epaa-251	311	50	california	california	PROPN
epaa-251	311	51	6,896	6,896	NUM
epaa-251	311	52	299,836	299,836	NUM
epaa-251	311	53	2.3	2.3	NUM
epaa-251	311	54	%	%	NOUN
epaa-251	311	55	14	14	NUM
epaa-251	311	56	of	of	ADP
epaa-251	311	57	18	18	NUM
epaa-251	311	58	colorado	colorado	NOUN
epaa-251	311	59	549	549	NUM
epaa-251	311	60	44,420	44,420	NUM
epaa-251	311	61	1.2	1.2	NUM
epaa-251	311	62	%	%	NOUN
epaa-251	311	63	connecticut	connecticut	NOUN
epaa-251	311	64	646	646	NUM
epaa-251	311	65	44,166	44,166	NUM
epaa-251	311	66	1.5	1.5	NUM
epaa-251	311	67	%	%	NOUN
epaa-251	311	68	delaware	delaware	PROPN
epaa-251	311	69	160	160	NUM
epaa-251	311	70	8,009	8,009	NUM
epaa-251	311	71	2.0	2.0	NUM
epaa-251	311	72	%	%	NOUN
epaa-251	311	73	district	district	NOUN
epaa-251	311	74	of	of	ADP
epaa-251	311	75	columbia	columbia	PROPN
epaa-251	311	76	88	88	NUM
epaa-251	311	77	5,395	5,395	NUM
epaa-251	311	78	1.6	1.6	NUM
epaa-251	311	79	%	%	NOUN
epaa-251	311	80	florida	florida	PROPN
epaa-251	311	81	2,974	2,974	NUM
epaa-251	311	82	141,651	141,651	NUM
epaa-251	311	83	2.1	2.1	NUM
epaa-251	311	84	%	%	NOUN
epaa-251	311	85	georgia	georgia	PROPN
epaa-251	311	86	1,831	1,831	NUM
epaa-251	311	87	96,246	96,246	NUM
epaa-251	311	88	1.9	1.9	NUM
epaa-251	311	89	%	%	NOUN
epaa-251	311	90	hawaii	hawaii	PROPN
epaa-251	311	91	636	636	NUM
epaa-251	311	92	10,735	10,735	NUM
epaa-251	311	93	5.9	5.9	NUM
epaa-251	311	94	%	%	NOUN
epaa-251	311	95	idaho	idaho	NOUN
epaa-251	311	96	70	70	NUM
epaa-251	311	97	14,899	14,899	NUM
epaa-251	311	98	0.5	0.5	NUM
epaa-251	311	99	%	%	NOUN
epaa-251	311	100	illinois	illinois	PROPN
epaa-251	311	101	1,977	1,977	NUM
epaa-251	311	102	130,056	130,056	NUM
epaa-251	311	103	1.5	1.5	NUM
epaa-251	311	104	%	%	NOUN
epaa-251	311	105	indiana	indiana	PROPN
epaa-251	311	106	468	468	NUM
epaa-251	311	107	61,152	61,152	NUM
epaa-251	311	108	0.8	0.8	NUM
epaa-251	311	109	%	%	NOUN
epaa-251	311	110	iowa	iowa	PROPN
epaa-251	311	111	158	158	NUM
epaa-251	311	112	37,823	37,823	NUM
epaa-251	311	113	0.4	0.4	NUM
epaa-251	311	114	%	%	NOUN
epaa-251	311	115	kansas	kansas	PROPN
epaa-251	311	116	257	257	NUM
epaa-251	311	117	34,268	34,268	NUM
epaa-251	311	118	0.7	0.7	NUM
epaa-251	311	119	%	%	NOUN
epaa-251	311	120	kentucky	kentucky	PROPN
epaa-251	311	121	624	624	NUM
epaa-251	311	122	43,341	43,341	NUM
epaa-251	311	123	1.4	1.4	NUM
epaa-251	311	124	%	%	NOUN
epaa-251	311	125	louisiana	louisiana	PROPN
epaa-251	311	126	1,216	1,216	NUM
epaa-251	311	127	54,333	54,333	NUM
epaa-251	311	128	2.2	2.2	NUM
epaa-251	311	129	%	%	NOUN
epaa-251	311	130	maine	maine	NOUN
epaa-251	311	131	161	161	NUM
epaa-251	311	132	19,108	19,108	NUM
epaa-251	311	133	0.8	0.8	NUM
epaa-251	311	134	%	%	NOUN
epaa-251	311	135	maryland	maryland	NOUN
epaa-251	311	136	483	483	NUM
epaa-251	311	137	51,734	51,734	NUM
epaa-251	311	138	0.9	0.9	NUM
epaa-251	311	139	%	%	NOUN
epaa-251	311	140	massachusetts	massachusetts	PROPN
epaa-251	311	141	722	722	NUM
epaa-251	311	142	80,647	80,647	NUM
epaa-251	311	143	0.9	0.9	NUM
epaa-251	311	144	%	%	NOUN
epaa-251	311	145	michigan	michigan	PROPN
epaa-251	311	146	841	841	NUM
epaa-251	311	147	100,752	100,752	NUM
epaa-251	311	148	0.8	0.8	NUM
epaa-251	311	149	%	%	NOUN
epaa-251	311	150	minnesota	minnesota	NOUN
epaa-251	311	151	579	579	NUM
epaa-251	311	152	63,873	63,873	NUM
epaa-251	311	153	0.9	0.9	NUM
epaa-251	311	154	%	%	NOUN
epaa-251	311	155	mississippi	mississippi	NOUN
epaa-251	311	156	551	551	NUM
epaa-251	311	157	33,661	33,661	NUM
epaa-251	311	158	1.6	1.6	NUM
epaa-251	311	159	%	%	NOUN
epaa-251	311	160	missouri	missouri	PROPN
epaa-251	311	161	351	351	NUM
epaa-251	311	162	66,744	66,744	NUM
epaa-251	311	163	0.5	0.5	NUM
epaa-251	311	164	%	%	NOUN
epaa-251	311	165	montana	montana	NOUN
epaa-251	311	166	112	112	NUM
epaa-251	311	167	11,004	11,004	NUM
epaa-251	311	168	1.0	1.0	NUM
epaa-251	311	169	%	%	NOUN
epaa-251	311	170	nebraska	nebraska	PROPN
epaa-251	311	171	149	149	NUM
epaa-251	311	172	20,619	20,619	NUM
epaa-251	311	173	0.7	0.7	NUM
epaa-251	311	174	%	%	NOUN
epaa-251	311	175	nevada	nevada	PROPN
epaa-251	311	176	391	391	NUM
epaa-251	311	177	19,334	19,334	NUM
epaa-251	311	178	2.0	2.0	NUM
epaa-251	311	179	%	%	NOUN
epaa-251	311	180	new	new	PROPN
epaa-251	311	181	hampshire	hampshire	PROPN
epaa-251	311	182	156	156	NUM
epaa-251	311	183	16,170	16,170	NUM
epaa-251	311	184	1.0	1.0	NUM
epaa-251	311	185	%	%	NOUN
epaa-251	311	186	new	new	PROPN
epaa-251	311	187	jersey	jersey	PROPN
epaa-251	311	188	1,557	1,557	NUM
epaa-251	311	189	108,809	108,809	NUM
epaa-251	311	190	1.4	1.4	NUM
epaa-251	311	191	%	%	NOUN
epaa-251	311	192	new	new	PROPN
epaa-251	311	193	mexico	mexico	PROPN
epaa-251	311	194	535	535	NUM
epaa-251	311	195	20,488	20,488	NUM
epaa-251	311	196	2.6	2.6	NUM
epaa-251	311	197	%	%	NOUN
epaa-251	311	198	new	new	PROPN
epaa-251	311	199	york	york	PROPN
epaa-251	311	200	3,720	3,720	NUM
epaa-251	311	201	211,724	211,724	NUM
epaa-251	311	202	1.8	1.8	NUM
epaa-251	311	203	%	%	NOUN
epaa-251	311	204	north	north	PROPN
epaa-251	311	205	carolina	carolina	PROPN
epaa-251	311	206	1,509	1,509	NUM
epaa-251	311	207	84,125	84,125	NUM
epaa-251	311	208	1.8	1.8	NUM
epaa-251	311	209	%	%	NOUN
epaa-251	311	210	north	north	NOUN
epaa-251	311	211	dakota	dakota	PROPN
epaa-251	311	212	37	37	NUM
epaa-251	311	213	7,878	7,878	NUM
epaa-251	311	214	0.5	0.5	NUM
epaa-251	311	215	%	%	NOUN
epaa-251	311	216	ohio	ohio	NOUN
epaa-251	311	217	649	649	NUM
epaa-251	311	218	120,839	120,839	NUM
epaa-251	311	219	0.5	0.5	NUM
epaa-251	311	220	%	%	NOUN
epaa-251	311	221	oklahoma	oklahoma	PROPN
epaa-251	311	222	904	904	NUM
epaa-251	311	223	45,180	45,180	NUM
epaa-251	311	224	2.0	2.0	NUM
epaa-251	311	225	%	%	NOUN
epaa-251	311	226	oregon	oregon	PROPN
epaa-251	311	227	355	355	NUM
epaa-251	311	228	31,193	31,193	NUM
epaa-251	311	229	1.1	1.1	NUM
epaa-251	311	230	%	%	NOUN
epaa-251	311	231	pennsylvania	pennsylvania	NOUN
epaa-251	311	232	754	754	NUM
epaa-251	311	233	120,522	120,522	NUM
epaa-251	311	234	0.6	0.6	NUM
epaa-251	311	235	%	%	NOUN
epaa-251	311	236	rhode	rhode	PROPN
epaa-251	311	237	island	island	NOUN
epaa-251	311	238	200	200	NUM
epaa-251	311	239	12,899	12,899	NUM
epaa-251	311	240	1.6	1.6	NUM
epaa-251	311	241	%	%	NOUN
epaa-251	311	242	south	south	PROPN
epaa-251	311	243	carolina	carolina	PROPN
epaa-251	311	244	833	833	NUM
epaa-251	311	245	46,195	46,195	NUM
epaa-251	311	246	1.8	1.8	NUM
epaa-251	311	247	%	%	NOUN
epaa-251	311	248	south	south	PROPN
epaa-251	311	249	dakota	dakota	PROPN
epaa-251	311	250	67	67	NUM
epaa-251	311	251	11,040	11,040	NUM
epaa-251	311	252	0.6	0.6	NUM
epaa-251	311	253	%	%	NOUN
epaa-251	311	254	tennessee	tennessee	PROPN
epaa-251	311	255	809	809	NUM
epaa-251	311	256	59,317	59,317	NUM
epaa-251	311	257	1.4	1.4	NUM
epaa-251	311	258	%	%	NOUN
epaa-251	311	259	texas	texas	PROPN
epaa-251	311	260	3,833	3,833	NUM
epaa-251	311	261	266,083	266,083	NUM
epaa-251	311	262	1.4	1.4	NUM
epaa-251	311	263	%	%	NOUN
epaa-251	311	264	utah	utah	PROPN
epaa-251	311	265	164	164	NUM
epaa-251	311	266	23,119	23,119	NUM
epaa-251	311	267	0.7	0.7	NUM
epaa-251	311	268	%	%	NOUN
epaa-251	311	269	vermont	vermont	NOUN
epaa-251	311	270	150	150	NUM
epaa-251	311	271	8,885	8,885	NUM
epaa-251	311	272	1.7	1.7	NUM
epaa-251	311	273	%	%	NOUN
epaa-251	311	274	virginia	virginia	PROPN
epaa-251	311	275	1,486	1,486	NUM
epaa-251	311	276	90,181	90,181	NUM
epaa-251	311	277	1.6	1.6	NUM
epaa-251	311	278	%	%	NOUN
epaa-251	311	279	washington	washington	PROPN
epaa-251	311	280	826	826	NUM
epaa-251	311	281	61,943	61,943	NUM
epaa-251	311	282	1.3	1.3	NUM
epaa-251	311	283	%	%	NOUN
epaa-251	311	284	west	west	PROPN
epaa-251	311	285	virginia	virginia	PROPN
epaa-251	311	286	370	370	NUM
epaa-251	311	287	20,977	20,977	NUM
epaa-251	311	288	1.8	1.8	NUM
epaa-251	311	289	%	%	NOUN
epaa-251	311	290	15	15	NUM
epaa-251	311	291	of	of	ADP
epaa-251	311	292	18	18	NUM
epaa-251	311	293	wisconsin	wisconsin	NOUN
epaa-251	311	294	383	383	NUM
epaa-251	311	295	61,816	61,816	NUM
epaa-251	311	296	0.6	0.6	NUM
epaa-251	311	297	%	%	NOUN
epaa-251	311	298	wyoming	wyome	VERB
epaa-251	311	299	39	39	NUM
epaa-251	311	300	7,568	7,568	NUM
epaa-251	311	301	0.5	0.5	NUM
epaa-251	311	302	%	%	NOUN
epaa-251	311	303	total	total	NOUN
epaa-251	311	304	45,088	45,088	NUM
epaa-251	311	305	3,072,729	3,072,729	NUM
epaa-251	311	306	1.5	1.5	NUM
epaa-251	311	307	%	%	NOUN
epaa-251	311	308	*	*	PUNCT
epaa-251	311	309	those	those	DET
epaa-251	311	310	teachers	teacher	NOUN
epaa-251	311	311	hired	hire	VERB
epaa-251	311	312	after	after	ADP
epaa-251	311	313	the	the	DET
epaa-251	311	314	start	start	NOUN
epaa-251	311	315	of	of	ADP
epaa-251	311	316	the	the	DET
epaa-251	311	317	school	school	NOUN
epaa-251	311	318	year	year	NOUN
epaa-251	311	319	.	.	PUNCT
epaa-251	312	1	*	*	PUNCT
epaa-251	312	2	*	*	PUNCT
epaa-251	312	3	teaching	teach	VERB
epaa-251	312	4	positions	position	NOUN
epaa-251	312	5	(	(	PUNCT
epaa-251	312	6	“	"	PUNCT
epaa-251	312	7	head	head	NOUN
epaa-251	312	8	counts	count	NOUN
epaa-251	312	9	”	"	PUNCT
epaa-251	312	10	)	)	PUNCT
epaa-251	312	11	not	not	PART
epaa-251	312	12	full	full	ADJ
epaa-251	312	13	-	-	PUNCT
epaa-251	312	14	time	time	NOUN
epaa-251	312	15	equivalents	equivalent	NOUN
epaa-251	312	16	.	.	PUNCT
epaa-251	313	1	*	*	PUNCT
epaa-251	313	2	*	*	PUNCT
epaa-251	313	3	*	*	PUNCT
epaa-251	313	4	late	late	ADJ
epaa-251	313	5	-	-	PUNCT
epaa-251	313	6	fill	fill	NOUN
epaa-251	313	7	rate	rate	NOUN
epaa-251	313	8	does	do	AUX
epaa-251	313	9	not	not	PART
epaa-251	313	10	include	include	VERB
epaa-251	313	11	those	those	DET
epaa-251	313	12	teaching	teaching	NOUN
epaa-251	313	13	positions	position	NOUN
epaa-251	313	14	which	which	PRON
epaa-251	313	15	were	be	AUX
epaa-251	313	16	never	never	ADV
epaa-251	313	17	filled	fill	VERB
epaa-251	313	18	.	.	PUNCT
epaa-251	314	1	notes	note	VERB
epaa-251	314	2	this	this	DET
epaa-251	314	3	research	research	NOUN
epaa-251	314	4	is	be	AUX
epaa-251	314	5	part	part	NOUN
epaa-251	314	6	of	of	ADP
epaa-251	314	7	a	a	DET
epaa-251	314	8	larger	large	ADJ
epaa-251	314	9	project	project	NOUN
epaa-251	314	10	on	on	ADP
epaa-251	314	11	the	the	DET
epaa-251	314	12	teacher	teacher	NOUN
epaa-251	314	13	shortage	shortage	NOUN
epaa-251	314	14	and	and	CCONJ
epaa-251	314	15	how	how	SCONJ
epaa-251	314	16	districts	district	NOUN
epaa-251	314	17	have	have	AUX
epaa-251	314	18	responded	respond	VERB
epaa-251	314	19	.	.	PUNCT
epaa-251	315	1	funding	fund	VERB
epaa-251	315	2	for	for	ADP
epaa-251	315	3	the	the	DET
epaa-251	315	4	project	project	NOUN
epaa-251	315	5	was	be	AUX
epaa-251	315	6	provided	provide	VERB
epaa-251	315	7	by	by	ADP
epaa-251	315	8	the	the	DET
epaa-251	315	9	smith	smith	PROPN
epaa-251	315	10	richardson	richardson	PROPN
epaa-251	315	11	foundation	foundation	PROPN
epaa-251	315	12	.	.	PUNCT
epaa-251	316	1	the	the	DET
epaa-251	316	2	views	view	NOUN
epaa-251	316	3	and	and	CCONJ
epaa-251	316	4	opinions	opinion	NOUN
epaa-251	316	5	expressed	express	VERB
epaa-251	316	6	here	here	ADV
epaa-251	316	7	are	be	AUX
epaa-251	316	8	those	those	PRON
epaa-251	316	9	of	of	ADP
epaa-251	316	10	the	the	DET
epaa-251	316	11	authors	author	NOUN
epaa-251	316	12	.	.	PUNCT
epaa-251	317	1	1	1	X
epaa-251	317	2	.	.	X
epaa-251	317	3	patrick	patrick	PROPN
epaa-251	317	4	murphy	murphy	PROPN
epaa-251	317	5	is	be	AUX
epaa-251	317	6	an	an	DET
epaa-251	317	7	associate	associate	ADJ
epaa-251	317	8	professor	professor	NOUN
epaa-251	317	9	of	of	ADP
epaa-251	317	10	politics	politic	NOUN
epaa-251	317	11	at	at	ADP
epaa-251	317	12	the	the	DET
epaa-251	317	13	university	university	PROPN
epaa-251	317	14	of	of	ADP
epaa-251	317	15	san	san	PROPN
epaa-251	317	16	francisco	francisco	PROPN
epaa-251	317	17	.	.	PUNCT
epaa-251	318	1	michael	michael	PROPN
epaa-251	318	2	dearmond	dearmond	PROPN
epaa-251	318	3	and	and	CCONJ
epaa-251	318	4	kacey	kacey	PROPN
epaa-251	318	5	guin	guin	PROPN
epaa-251	318	6	are	be	AUX
epaa-251	318	7	policy	policy	NOUN
epaa-251	318	8	researchers	researcher	NOUN
epaa-251	318	9	at	at	ADP
epaa-251	318	10	the	the	DET
epaa-251	318	11	center	center	NOUN
epaa-251	318	12	on	on	ADP
epaa-251	318	13	reinventing	reinvent	VERB
epaa-251	318	14	public	public	ADJ
epaa-251	318	15	education	education	NOUN
epaa-251	318	16	,	,	PUNCT
epaa-251	318	17	daniel	daniel	PROPN
epaa-251	318	18	j.	j.	PROPN
epaa-251	318	19	evans	evans	PROPN
epaa-251	318	20	school	school	PROPN
epaa-251	318	21	of	of	ADP
epaa-251	318	22	public	public	ADJ
epaa-251	318	23	affairs	affair	NOUN
epaa-251	318	24	,	,	PUNCT
epaa-251	318	25	university	university	PROPN
epaa-251	318	26	of	of	ADP
epaa-251	318	27	washington	washington	PROPN
epaa-251	318	28	.	.	PUNCT
epaa-251	319	1	2	2	X
epaa-251	319	2	.	.	X
epaa-251	319	3	education	education	NOUN
epaa-251	319	4	week	week	NOUN
epaa-251	319	5	,	,	PUNCT
epaa-251	319	6	special	special	ADJ
epaa-251	319	7	series	series	NOUN
epaa-251	319	8	,	,	PUNCT
epaa-251	319	9	march	march	PROPN
epaa-251	319	10	/	/	SYM
epaa-251	319	11	april	april	PROPN
epaa-251	319	12	1999	1999	NUM
epaa-251	319	13	(	(	PUNCT
epaa-251	319	14	http://www.edweek.org/sreports/help.htm	http://www.edweek.org/sreports/help.htm	NOUN
epaa-251	319	15	)	)	PUNCT
epaa-251	319	16	3	3	NUM
epaa-251	319	17	.	.	X
epaa-251	319	18	houtz	houtz	ADJ
epaa-251	319	19	,	,	PUNCT
epaa-251	319	20	j.	j.	PROPN
epaa-251	319	21	(	(	PUNCT
epaa-251	319	22	21	21	NUM
epaa-251	319	23	april	april	PROPN
epaa-251	319	24	1999	1999	NUM
epaa-251	319	25	)	)	PUNCT
epaa-251	319	26	“	"	PUNCT
epaa-251	319	27	districts	district	NOUN
epaa-251	319	28	step	step	VERB
epaa-251	319	29	up	up	ADP
epaa-251	319	30	teacher	teacher	NOUN
epaa-251	319	31	recruiting	recruit	VERB
epaa-251	319	32	”	"	PUNCT
epaa-251	319	33	seattle	seattle	PROPN
epaa-251	319	34	times	times	PROPN
epaa-251	319	35	.	.	PUNCT
epaa-251	320	1	4	4	X
epaa-251	320	2	.	.	X
epaa-251	320	3	bradley	bradley	PROPN
epaa-251	320	4	,	,	PUNCT
epaa-251	320	5	a.	a.	NOUN
epaa-251	320	6	(	(	PUNCT
epaa-251	320	7	9	9	NUM
epaa-251	320	8	september	september	PROPN
epaa-251	320	9	1998	1998	NUM
epaa-251	320	10	)	)	PUNCT
epaa-251	320	11	“	"	PUNCT
epaa-251	320	12	new	new	ADJ
epaa-251	320	13	teachers	teacher	NOUN
epaa-251	320	14	are	be	AUX
epaa-251	320	15	hot	hot	ADJ
epaa-251	320	16	commodity	commodity	NOUN
epaa-251	320	17	.	.	PUNCT
epaa-251	320	18	”	"	PUNCT
epaa-251	321	1	education	education	NOUN
epaa-251	321	2	week	week	NOUN
epaa-251	321	3	5	5	NUM
epaa-251	321	4	.	.	PUNCT
epaa-251	322	1	(	(	PUNCT
epaa-251	322	2	ed	ed	PROPN
epaa-251	322	3	week	week	PROPN
epaa-251	322	4	article)6	article)6	PROPN
epaa-251	322	5	.	.	PUNCT
epaa-251	323	1	see	see	VERB
epaa-251	323	2	hayasaki	hayasaki	NOUN
epaa-251	323	3	,	,	PUNCT
epaa-251	323	4	e.	e.	PROPN
epaa-251	323	5	(	(	PUNCT
epaa-251	323	6	10	10	NUM
epaa-251	323	7	february	february	PROPN
epaa-251	323	8	,	,	PUNCT
epaa-251	323	9	2003	2003	NUM
epaa-251	323	10	)	)	PUNCT
epaa-251	323	11	“	"	PUNCT
epaa-251	323	12	teacher	teacher	NOUN
epaa-251	323	13	shortage	shortage	NOUN
epaa-251	323	14	abates	abate	VERB
epaa-251	323	15	”	"	PUNCT
epaa-251	323	16	los	los	PROPN
epaa-251	323	17	angeles	angeles	PROPN
epaa-251	323	18	times	times	PROPN
epaa-251	323	19	.	.	PUNCT
epaa-251	324	1	page	page	NOUN
epaa-251	324	2	1	1	NUM
epaa-251	324	3	.	.	X
epaa-251	324	4	7	7	X
epaa-251	324	5	.	.	X
epaa-251	324	6	see	see	VERB
epaa-251	324	7	darling	darling	NOUN
epaa-251	324	8	-	-	PUNCT
epaa-251	324	9	hammond	hammond	NOUN
epaa-251	324	10	(	(	PUNCT
epaa-251	324	11	2001	2001	NUM
epaa-251	324	12	)	)	PUNCT
epaa-251	324	13	and	and	CCONJ
epaa-251	324	14	walsh	walsh	PROPN
epaa-251	324	15	(	(	PUNCT
epaa-251	324	16	2001	2001	NUM
epaa-251	324	17	)	)	PUNCT
epaa-251	324	18	for	for	ADP
epaa-251	324	19	differing	differ	VERB
epaa-251	324	20	perspectives	perspective	NOUN
epaa-251	324	21	on	on	ADP
epaa-251	324	22	this	this	DET
epaa-251	324	23	issue	issue	NOUN
epaa-251	324	24	.	.	PUNCT
epaa-251	325	1	8	8	X
epaa-251	325	2	.	.	X
epaa-251	325	3	boe	boe	PROPN
epaa-251	325	4	et.al.(1998	et.al.(1998	PRON
epaa-251	325	5	)	)	PUNCT
epaa-251	325	6	attributes	attribute	VERB
epaa-251	325	7	this	this	DET
epaa-251	325	8	ongoing	ongoing	ADJ
epaa-251	325	9	shortage	shortage	NOUN
epaa-251	325	10	of	of	ADP
epaa-251	325	11	special	special	ADJ
epaa-251	325	12	education	education	NOUN
epaa-251	325	13	teachers	teacher	NOUN
epaa-251	325	14	to	to	ADP
epaa-251	325	15	not	not	PART
epaa-251	325	16	enough	enough	ADJ
epaa-251	325	17	teachers	teacher	NOUN
epaa-251	325	18	certified	certify	VERB
epaa-251	325	19	to	to	PART
epaa-251	325	20	teach	teach	VERB
epaa-251	325	21	special	special	ADJ
epaa-251	325	22	education	education	NOUN
epaa-251	325	23	are	be	AUX
epaa-251	325	24	entering	enter	VERB
epaa-251	325	25	the	the	DET
epaa-251	325	26	field	field	NOUN
epaa-251	325	27	each	each	DET
epaa-251	325	28	year	year	NOUN
epaa-251	325	29	and	and	CCONJ
epaa-251	325	30	a	a	DET
epaa-251	325	31	high	high	ADJ
epaa-251	325	32	turnover	turnover	NOUN
epaa-251	325	33	rate	rate	NOUN
epaa-251	325	34	.	.	PUNCT
epaa-251	326	1	boe	boe	PROPN
epaa-251	326	2	,	,	PUNCT
epaa-251	326	3	bobbitt	bobbitt	PROPN
epaa-251	326	4	and	and	CCONJ
epaa-251	326	5	cook	cook	NOUN
epaa-251	326	6	(	(	PUNCT
epaa-251	326	7	1997	1997	NUM
epaa-251	326	8	)	)	PUNCT
epaa-251	326	9	note	note	VERB
epaa-251	326	10	that	that	SCONJ
epaa-251	326	11	special	special	ADJ
epaa-251	326	12	education	education	NOUN
epaa-251	326	13	attrition	attrition	NOUN
epaa-251	326	14	rates	rate	NOUN
epaa-251	326	15	were	be	AUX
epaa-251	326	16	not	not	PART
epaa-251	326	17	significantly	significantly	ADV
epaa-251	326	18	different	different	ADJ
epaa-251	326	19	than	than	ADP
epaa-251	326	20	general	general	ADJ
epaa-251	326	21	education	education	NOUN
epaa-251	326	22	attrition	attrition	NOUN
epaa-251	326	23	rates	rate	NOUN
epaa-251	326	24	,	,	PUNCT
epaa-251	326	25	indicating	indicate	VERB
epaa-251	326	26	that	that	SCONJ
epaa-251	326	27	the	the	DET
epaa-251	326	28	high	high	ADJ
epaa-251	326	29	turnover	turnover	NOUN
epaa-251	326	30	rate	rate	NOUN
epaa-251	326	31	result	result	NOUN
epaa-251	326	32	from	from	ADP
epaa-251	326	33	special	special	ADJ
epaa-251	326	34	education	education	NOUN
epaa-251	326	35	teachers	teacher	NOUN
epaa-251	326	36	switching	switch	VERB
epaa-251	326	37	to	to	ADP
epaa-251	326	38	regular	regular	ADJ
epaa-251	326	39	education	education	NOUN
epaa-251	326	40	,	,	PUNCT
epaa-251	326	41	as	as	SCONJ
epaa-251	326	42	opposed	oppose	VERB
epaa-251	326	43	to	to	ADP
epaa-251	326	44	leaving	leave	VERB
epaa-251	326	45	the	the	DET
epaa-251	326	46	teaching	teaching	NOUN
epaa-251	326	47	profession	profession	NOUN
epaa-251	326	48	all	all	ADV
epaa-251	326	49	together	together	ADV
epaa-251	326	50	.	.	PUNCT
epaa-251	327	1	9	9	X
epaa-251	327	2	.	.	PUNCT
epaa-251	327	3	given	give	VERB
epaa-251	327	4	the	the	DET
epaa-251	327	5	wording	wording	NOUN
epaa-251	327	6	and	and	CCONJ
epaa-251	327	7	structure	structure	NOUN
epaa-251	327	8	of	of	ADP
epaa-251	327	9	the	the	DET
epaa-251	327	10	questions	question	NOUN
epaa-251	327	11	,	,	PUNCT
epaa-251	327	12	it	it	PRON
epaa-251	327	13	is	be	AUX
epaa-251	327	14	not	not	PART
epaa-251	327	15	possible	possible	ADJ
epaa-251	327	16	to	to	PART
epaa-251	327	17	determine	determine	VERB
epaa-251	327	18	precisely	precisely	ADV
epaa-251	327	19	how	how	SCONJ
epaa-251	327	20	many	many	ADJ
epaa-251	327	21	vacancies	vacancy	NOUN
epaa-251	327	22	a	a	DET
epaa-251	327	23	district	district	NOUN
epaa-251	327	24	may	may	AUX
epaa-251	327	25	have	have	AUX
epaa-251	327	26	had	have	VERB
epaa-251	327	27	at	at	ADP
epaa-251	327	28	the	the	DET
epaa-251	327	29	start	start	NOUN
epaa-251	327	30	of	of	ADP
epaa-251	327	31	the	the	DET
epaa-251	327	32	year	year	NOUN
epaa-251	327	33	.	.	PUNCT
epaa-251	328	1	the	the	DET
epaa-251	328	2	district	district	NOUN
epaa-251	328	3	questionnaire	questionnaire	NOUN
epaa-251	328	4	first	first	ADV
epaa-251	328	5	asks	ask	VERB
epaa-251	328	6	how	how	SCONJ
epaa-251	328	7	teachers	teacher	NOUN
epaa-251	328	8	were	be	AUX
epaa-251	328	9	“	"	PUNCT
epaa-251	328	10	newly	newly	ADV
epaa-251	328	11	hired	hire	VERB
epaa-251	328	12	”	"	PUNCT
epaa-251	328	13	for	for	ADP
epaa-251	328	14	the	the	DET
epaa-251	328	15	1999	1999	NUM
epaa-251	328	16	-	-	SYM
epaa-251	328	17	2000	2000	NUM
epaa-251	328	18	school	school	NOUN
epaa-251	328	19	year	year	NOUN
epaa-251	328	20	.	.	PUNCT
epaa-251	329	1	it	it	PRON
epaa-251	329	2	then	then	ADV
epaa-251	329	3	asks	ask	VERB
epaa-251	329	4	,	,	PUNCT
epaa-251	329	5	of	of	ADP
epaa-251	329	6	those	those	DET
epaa-251	329	7	new	new	ADJ
epaa-251	329	8	hires	hire	NOUN
epaa-251	329	9	,	,	PUNCT
epaa-251	329	10	how	how	SCONJ
epaa-251	329	11	many	many	ADJ
epaa-251	329	12	were	be	AUX
epaa-251	329	13	hired	hire	VERB
epaa-251	329	14	before	before	ADP
epaa-251	329	15	the	the	DET
epaa-251	329	16	summer	summer	NOUN
epaa-251	329	17	break	break	NOUN
epaa-251	329	18	,	,	PUNCT
epaa-251	329	19	during	during	ADP
epaa-251	329	20	the	the	DET
epaa-251	329	21	first	first	ADJ
epaa-251	329	22	half	half	NOUN
epaa-251	329	23	of	of	ADP
epaa-251	329	24	the	the	DET
epaa-251	329	25	summer	summer	NOUN
epaa-251	329	26	,	,	PUNCT
epaa-251	329	27	etc	etc	X
epaa-251	329	28	.	.	X
epaa-251	330	1	the	the	DET
epaa-251	330	2	final	final	ADJ
epaa-251	330	3	question	question	NOUN
epaa-251	330	4	in	in	ADP
epaa-251	330	5	this	this	DET
epaa-251	330	6	series	series	NOUN
epaa-251	330	7	asks	ask	VERB
epaa-251	330	8	how	how	SCONJ
epaa-251	330	9	many	many	ADJ
epaa-251	330	10	were	be	AUX
epaa-251	330	11	hired	hire	VERB
epaa-251	330	12	after	after	ADP
epaa-251	330	13	the	the	DET
epaa-251	330	14	beginning	beginning	NOUN
epaa-251	330	15	of	of	ADP
epaa-251	330	16	the	the	DET
epaa-251	330	17	school	school	NOUN
epaa-251	330	18	year	year	NOUN
epaa-251	330	19	.	.	PUNCT
epaa-251	331	1	it	it	PRON
epaa-251	331	2	is	be	AUX
epaa-251	331	3	this	this	DET
epaa-251	331	4	figure	figure	NOUN
epaa-251	331	5	that	that	PRON
epaa-251	331	6	serves	serve	VERB
epaa-251	331	7	as	as	ADP
epaa-251	331	8	the	the	DET
epaa-251	331	9	numerator	numerator	NOUN
epaa-251	331	10	for	for	ADP
epaa-251	331	11	the	the	DET
epaa-251	331	12	late	late	ADJ
epaa-251	331	13	-	-	PUNCT
epaa-251	331	14	fill	fill	NOUN
epaa-251	331	15	rate	rate	NOUN
epaa-251	331	16	estimate	estimate	NOUN
epaa-251	331	17	.	.	PUNCT
epaa-251	332	1	the	the	DET
epaa-251	332	2	reported	report	VERB
epaa-251	332	3	total	total	ADJ
epaa-251	332	4	number	number	NOUN
epaa-251	332	5	of	of	ADP
epaa-251	332	6	teachers	teacher	NOUN
epaa-251	332	7	in	in	ADP
epaa-251	332	8	the	the	DET
epaa-251	332	9	district	district	NOUN
epaa-251	332	10	(	(	PUNCT
epaa-251	332	11	head	head	NOUN
epaa-251	332	12	counts	count	NOUN
epaa-251	332	13	,	,	PUNCT
epaa-251	332	14	not	not	PART
epaa-251	332	15	fte	fte	NOUN
epaa-251	332	16	)	)	PUNCT
epaa-251	332	17	is	be	AUX
epaa-251	332	18	the	the	DET
epaa-251	332	19	denominator	denominator	NOUN
epaa-251	332	20	.	.	PUNCT
epaa-251	333	1	not	not	PART
epaa-251	333	2	captured	capture	VERB
epaa-251	333	3	in	in	ADP
epaa-251	333	4	these	these	DET
epaa-251	333	5	figures	figure	NOUN
epaa-251	333	6	are	be	AUX
epaa-251	333	7	those	those	DET
epaa-251	333	8	teaching	teach	VERB
epaa-251	333	9	positions	position	NOUN
epaa-251	333	10	that	that	PRON
epaa-251	333	11	went	go	VERB
epaa-251	333	12	unfilled	unfilled	ADJ
epaa-251	333	13	during	during	ADP
epaa-251	333	14	the	the	DET
epaa-251	333	15	school	school	NOUN
epaa-251	333	16	year	year	NOUN
epaa-251	333	17	.	.	PUNCT
epaa-251	334	1	therefore	therefore	ADV
epaa-251	334	2	,	,	PUNCT
epaa-251	334	3	the	the	DET
epaa-251	334	4	late	late	ADJ
epaa-251	334	5	-	-	PUNCT
epaa-251	334	6	fill	fill	NOUN
epaa-251	334	7	rate	rate	NOUN
epaa-251	334	8	provides	provide	VERB
epaa-251	334	9	a	a	DET
epaa-251	334	10	relative	relative	ADJ
epaa-251	334	11	measure	measure	NOUN
epaa-251	334	12	of	of	ADP
epaa-251	334	13	the	the	DET
epaa-251	334	14	depth	depth	NOUN
epaa-251	334	15	of	of	ADP
epaa-251	334	16	the	the	DET
epaa-251	334	17	10	10	NUM
epaa-251	334	18	.	.	PUNCT
epaa-251	335	1	16	16	NUM
epaa-251	335	2	of	of	ADP
epaa-251	335	3	18	18	NUM
epaa-251	335	4	shortage	shortage	NOUN
epaa-251	336	1	but	but	CCONJ
epaa-251	336	2	it	it	PRON
epaa-251	336	3	is	be	AUX
epaa-251	336	4	likely	likely	ADJ
epaa-251	336	5	to	to	PART
epaa-251	336	6	understate	understate	VERB
epaa-251	336	7	in	in	ADP
epaa-251	336	8	absolute	absolute	ADJ
epaa-251	336	9	terms	term	NOUN
epaa-251	336	10	the	the	DET
epaa-251	336	11	total	total	ADJ
epaa-251	336	12	number	number	NOUN
epaa-251	336	13	of	of	ADP
epaa-251	336	14	teachers	teacher	NOUN
epaa-251	336	15	that	that	PRON
epaa-251	336	16	districts	district	NOUN
epaa-251	336	17	had	have	AUX
epaa-251	336	18	hoped	hope	VERB
epaa-251	336	19	to	to	PART
epaa-251	336	20	hire	hire	VERB
epaa-251	336	21	.	.	PUNCT
epaa-251	337	1	all	all	DET
epaa-251	337	2	estimates	estimate	NOUN
epaa-251	337	3	presented	present	VERB
epaa-251	337	4	here	here	ADV
epaa-251	337	5	were	be	AUX
epaa-251	337	6	derived	derive	VERB
epaa-251	337	7	using	use	VERB
epaa-251	337	8	the	the	DET
epaa-251	337	9	brr	brr	NOUN
epaa-251	337	10	weighting	weighting	NOUN
epaa-251	337	11	procedure	procedure	NOUN
epaa-251	337	12	utilized	utilize	VERB
epaa-251	337	13	by	by	ADP
epaa-251	337	14	the	the	DET
epaa-251	337	15	wesvar	wesvar	NOUN
epaa-251	337	16	4.0	4.0	NUM
epaa-251	337	17	statistical	statistical	ADJ
epaa-251	337	18	analysis	analysis	NOUN
epaa-251	337	19	software	software	NOUN
epaa-251	337	20	as	as	SCONJ
epaa-251	337	21	recommended	recommend	VERB
epaa-251	337	22	by	by	ADP
epaa-251	337	23	nces	nce	NOUN
epaa-251	337	24	.	.	PUNCT
epaa-251	338	1	this	this	DET
epaa-251	338	2	method	method	NOUN
epaa-251	338	3	produced	produce	VERB
epaa-251	338	4	an	an	DET
epaa-251	338	5	estimate	estimate	NOUN
epaa-251	338	6	of	of	ADP
epaa-251	338	7	45,088	45,088	NUM
epaa-251	338	8	positions	position	NOUN
epaa-251	338	9	that	that	PRON
epaa-251	338	10	were	be	AUX
epaa-251	338	11	filled	fill	VERB
epaa-251	338	12	after	after	ADP
epaa-251	338	13	the	the	DET
epaa-251	338	14	start	start	NOUN
epaa-251	338	15	of	of	ADP
epaa-251	338	16	the	the	DET
epaa-251	338	17	school	school	NOUN
epaa-251	338	18	year	year	NOUN
epaa-251	338	19	,	,	PUNCT
epaa-251	338	20	with	with	ADP
epaa-251	338	21	a	a	DET
epaa-251	338	22	standard	standard	ADJ
epaa-251	338	23	error	error	NOUN
epaa-251	338	24	of	of	ADP
epaa-251	338	25	529	529	NUM
epaa-251	338	26	and	and	CCONJ
epaa-251	338	27	a	a	DET
epaa-251	338	28	coefficient	coefficient	NOUN
epaa-251	338	29	of	of	ADP
epaa-251	338	30	variation	variation	NOUN
epaa-251	338	31	of	of	ADP
epaa-251	338	32	1.173	1.173	NUM
epaa-251	338	33	percent	percent	NOUN
epaa-251	338	34	.	.	PUNCT
epaa-251	339	1	11	11	NUM
epaa-251	339	2	.	.	PUNCT
epaa-251	340	1	estimates	estimate	NOUN
epaa-251	340	2	are	be	AUX
epaa-251	340	3	based	base	VERB
epaa-251	340	4	on	on	ADP
epaa-251	340	5	the	the	DET
epaa-251	340	6	public	public	ADJ
epaa-251	340	7	school	school	NOUN
epaa-251	340	8	district	district	NOUN
epaa-251	340	9	data	datum	NOUN
epaa-251	340	10	set	set	VERB
epaa-251	340	11	and	and	CCONJ
epaa-251	340	12	do	do	AUX
epaa-251	340	13	not	not	PART
epaa-251	340	14	include	include	VERB
epaa-251	340	15	the	the	DET
epaa-251	340	16	responses	response	NOUN
epaa-251	340	17	from	from	ADP
epaa-251	340	18	public	public	ADJ
epaa-251	340	19	charter	charter	NOUN
epaa-251	340	20	schools	school	NOUN
epaa-251	340	21	.	.	PUNCT
epaa-251	341	1	12	12	NUM
epaa-251	341	2	.	.	PUNCT
epaa-251	342	1	in	in	ADP
epaa-251	342	2	an	an	DET
epaa-251	342	3	ideal	ideal	ADJ
epaa-251	342	4	world	world	NOUN
epaa-251	342	5	,	,	PUNCT
epaa-251	342	6	it	it	PRON
epaa-251	342	7	would	would	AUX
epaa-251	342	8	be	be	AUX
epaa-251	342	9	possible	possible	ADJ
epaa-251	342	10	to	to	PART
epaa-251	342	11	use	use	VERB
epaa-251	342	12	the	the	DET
epaa-251	342	13	sass	sass	NOUN
epaa-251	342	14	data	datum	NOUN
epaa-251	342	15	to	to	PART
epaa-251	342	16	estimate	estimate	VERB
epaa-251	342	17	vacancies	vacancy	NOUN
epaa-251	342	18	.	.	PUNCT
epaa-251	343	1	in	in	ADP
epaa-251	343	2	the	the	DET
epaa-251	343	3	school	school	NOUN
epaa-251	343	4	questionnaire	questionnaire	NOUN
epaa-251	343	5	,	,	PUNCT
epaa-251	343	6	administrators	administrator	NOUN
epaa-251	343	7	were	be	AUX
epaa-251	343	8	asked	ask	VERB
epaa-251	343	9	how	how	SCONJ
epaa-251	343	10	difficult	difficult	ADJ
epaa-251	343	11	it	it	PRON
epaa-251	343	12	was	be	AUX
epaa-251	343	13	to	to	PART
epaa-251	343	14	fill	fill	VERB
epaa-251	343	15	vacancies	vacancy	NOUN
epaa-251	343	16	across	across	ADP
epaa-251	343	17	subject	subject	ADJ
epaa-251	343	18	areas	area	NOUN
epaa-251	343	19	.	.	PUNCT
epaa-251	344	1	unfortunately	unfortunately	ADV
epaa-251	344	2	,	,	PUNCT
epaa-251	344	3	sass	sass	PROPN
epaa-251	344	4	did	do	AUX
epaa-251	344	5	not	not	PART
epaa-251	344	6	ask	ask	VERB
epaa-251	344	7	how	how	SCONJ
epaa-251	344	8	many	many	ADJ
epaa-251	344	9	positions	position	NOUN
epaa-251	344	10	schools	school	NOUN
epaa-251	344	11	were	be	AUX
epaa-251	344	12	unable	unable	ADJ
epaa-251	344	13	to	to	PART
epaa-251	344	14	fill	fill	VERB
epaa-251	344	15	,	,	PUNCT
epaa-251	344	16	and	and	CCONJ
epaa-251	344	17	it	it	PRON
epaa-251	344	18	is	be	AUX
epaa-251	344	19	not	not	PART
epaa-251	344	20	possible	possible	ADJ
epaa-251	344	21	to	to	PART
epaa-251	344	22	estimate	estimate	VERB
epaa-251	344	23	the	the	DET
epaa-251	344	24	difference	difference	NOUN
epaa-251	344	25	between	between	ADP
epaa-251	344	26	the	the	DET
epaa-251	344	27	number	number	NOUN
epaa-251	344	28	of	of	ADP
epaa-251	344	29	teachers	teacher	NOUN
epaa-251	344	30	being	be	AUX
epaa-251	344	31	sought	seek	VERB
epaa-251	344	32	at	at	ADP
epaa-251	344	33	the	the	DET
epaa-251	344	34	start	start	NOUN
epaa-251	344	35	of	of	ADP
epaa-251	344	36	the	the	DET
epaa-251	344	37	school	school	NOUN
epaa-251	344	38	year	year	NOUN
epaa-251	344	39	and	and	CCONJ
epaa-251	344	40	the	the	DET
epaa-251	344	41	total	total	NOUN
epaa-251	344	42	hired	hire	VERB
epaa-251	344	43	after	after	SCONJ
epaa-251	344	44	the	the	DET
epaa-251	344	45	year	year	NOUN
epaa-251	344	46	began	begin	VERB
epaa-251	344	47	.	.	PUNCT
epaa-251	345	1	since	since	SCONJ
epaa-251	345	2	we	we	PRON
epaa-251	345	3	are	be	AUX
epaa-251	345	4	unable	unable	ADJ
epaa-251	345	5	to	to	PART
epaa-251	345	6	calculate	calculate	VERB
epaa-251	345	7	a	a	DET
epaa-251	345	8	vacancy	vacancy	NOUN
epaa-251	345	9	rate	rate	NOUN
epaa-251	345	10	,	,	PUNCT
epaa-251	345	11	the	the	DET
epaa-251	345	12	analysis	analysis	NOUN
epaa-251	345	13	uses	use	VERB
epaa-251	345	14	the	the	DET
epaa-251	345	15	late	late	ADJ
epaa-251	345	16	-	-	PUNCT
epaa-251	345	17	fill	fill	NOUN
epaa-251	345	18	rate	rate	NOUN
epaa-251	345	19	as	as	ADP
epaa-251	345	20	a	a	DET
epaa-251	345	21	proxy	proxy	NOUN
epaa-251	345	22	for	for	ADP
epaa-251	345	23	the	the	DET
epaa-251	345	24	vacancy	vacancy	NOUN
epaa-251	345	25	rate	rate	NOUN
epaa-251	345	26	.	.	PUNCT
epaa-251	346	1	using	use	VERB
epaa-251	346	2	this	this	DET
epaa-251	346	3	proxy	proxy	NOUN
epaa-251	346	4	assumes	assume	VERB
epaa-251	346	5	that	that	SCONJ
epaa-251	346	6	there	there	PRON
epaa-251	346	7	is	be	VERB
epaa-251	346	8	a	a	DET
epaa-251	346	9	positive	positive	ADJ
epaa-251	346	10	relationship	relationship	NOUN
epaa-251	346	11	between	between	ADP
epaa-251	346	12	district	district	NOUN
epaa-251	346	13	late	late	ADJ
epaa-251	346	14	-	-	PUNCT
epaa-251	346	15	fill	fill	NOUN
epaa-251	346	16	rates	rate	NOUN
epaa-251	346	17	and	and	CCONJ
epaa-251	346	18	the	the	DET
epaa-251	346	19	likelihood	likelihood	NOUN
epaa-251	346	20	that	that	SCONJ
epaa-251	346	21	schools	school	NOUN
epaa-251	346	22	reported	report	VERB
epaa-251	346	23	unfilled	unfilled	ADJ
epaa-251	346	24	positions	position	NOUN
epaa-251	346	25	.	.	PUNCT
epaa-251	347	1	this	this	DET
epaa-251	347	2	relationship	relationship	NOUN
epaa-251	347	3	was	be	AUX
epaa-251	347	4	tested	test	VERB
epaa-251	347	5	by	by	ADP
epaa-251	347	6	regressing	regress	VERB
epaa-251	347	7	whether	whether	SCONJ
epaa-251	347	8	a	a	DET
epaa-251	347	9	school	school	NOUN
epaa-251	347	10	reported	report	VERB
epaa-251	347	11	unfilled	unfilled	ADJ
epaa-251	347	12	positions	position	NOUN
epaa-251	347	13	during	during	ADP
epaa-251	347	14	the	the	DET
epaa-251	347	15	year	year	NOUN
epaa-251	347	16	(	(	PUNCT
epaa-251	347	17	sass	sass	NOUN
epaa-251	347	18	school	school	NOUN
epaa-251	347	19	respondents	respondent	NOUN
epaa-251	347	20	,	,	PUNCT
epaa-251	347	21	question	question	NOUN
epaa-251	347	22	36	36	NUM
epaa-251	347	23	)	)	PUNCT
epaa-251	347	24	against	against	ADP
epaa-251	347	25	the	the	DET
epaa-251	347	26	district	district	NOUN
epaa-251	347	27	late	late	ADJ
epaa-251	347	28	-	-	PUNCT
epaa-251	347	29	fill	fill	NOUN
epaa-251	347	30	rate	rate	NOUN
epaa-251	347	31	,	,	PUNCT
epaa-251	347	32	and	and	CCONJ
epaa-251	347	33	yielded	yield	VERB
epaa-251	347	34	a	a	DET
epaa-251	347	35	positive	positive	ADJ
epaa-251	347	36	,	,	PUNCT
epaa-251	347	37	significant	significant	ADJ
epaa-251	347	38	correlation	correlation	NOUN
epaa-251	347	39	between	between	ADP
epaa-251	347	40	the	the	DET
epaa-251	347	41	two	two	NUM
epaa-251	347	42	variables	variable	NOUN
epaa-251	347	43	.	.	PUNCT
epaa-251	348	1	there	there	PRON
epaa-251	348	2	is	be	VERB
epaa-251	348	3	some	some	DET
epaa-251	348	4	evidence	evidence	NOUN
epaa-251	348	5	,	,	PUNCT
epaa-251	348	6	therefore	therefore	ADV
epaa-251	348	7	,	,	PUNCT
epaa-251	348	8	supporting	support	VERB
epaa-251	348	9	the	the	DET
epaa-251	348	10	use	use	NOUN
epaa-251	348	11	of	of	ADP
epaa-251	348	12	the	the	DET
epaa-251	348	13	late	late	ADJ
epaa-251	348	14	-	-	PUNCT
epaa-251	348	15	fill	fill	NOUN
epaa-251	348	16	rate	rate	NOUN
epaa-251	348	17	as	as	ADP
epaa-251	348	18	a	a	DET
epaa-251	348	19	proxy	proxy	NOUN
epaa-251	348	20	.	.	PUNCT
epaa-251	349	1	13	13	NUM
epaa-251	349	2	.	.	PUNCT
epaa-251	350	1	the	the	DET
epaa-251	350	2	calculated	calculate	VERB
epaa-251	350	3	estimates	estimate	NOUN
epaa-251	350	4	can	can	AUX
epaa-251	350	5	be	be	AUX
epaa-251	350	6	found	find	VERB
epaa-251	350	7	in	in	ADP
epaa-251	350	8	the	the	DET
epaa-251	350	9	appendix	appendix	NOUN
epaa-251	350	10	of	of	ADP
epaa-251	350	11	this	this	DET
epaa-251	350	12	article.14	article.14	NOUN
epaa-251	350	13	.	.	PUNCT
epaa-251	351	1	the	the	DET
epaa-251	351	2	precise	precise	ADJ
epaa-251	351	3	wording	wording	NOUN
epaa-251	351	4	of	of	ADP
epaa-251	351	5	the	the	DET
epaa-251	351	6	question	question	NOUN
epaa-251	351	7	was	be	AUX
epaa-251	351	8	,	,	PUNCT
epaa-251	351	9	“	"	PUNCT
epaa-251	351	10	how	how	SCONJ
epaa-251	351	11	difficult	difficult	ADJ
epaa-251	351	12	or	or	CCONJ
epaa-251	351	13	easy	easy	ADJ
epaa-251	351	14	was	be	AUX
epaa-251	351	15	it	it	PRON
epaa-251	351	16	to	to	PART
epaa-251	351	17	fill	fill	VERB
epaa-251	351	18	the	the	DET
epaa-251	351	19	vacancies	vacancy	NOUN
epaa-251	351	20	for	for	ADP
epaa-251	351	21	this	this	DET
epaa-251	351	22	school	school	NOUN
epaa-251	351	23	year	year	NOUN
epaa-251	351	24	in	in	ADP
epaa-251	351	25	each	each	PRON
epaa-251	351	26	of	of	ADP
epaa-251	351	27	the	the	DET
epaa-251	351	28	following	follow	VERB
epaa-251	351	29	fields	field	NOUN
epaa-251	351	30	?	?	PUNCT
epaa-251	351	31	”	"	PUNCT
epaa-251	351	32	for	for	ADP
epaa-251	351	33	different	different	ADJ
epaa-251	351	34	subject	subject	ADJ
epaa-251	351	35	areas	area	NOUN
epaa-251	351	36	(	(	PUNCT
epaa-251	351	37	e.g.	e.g.	ADV
epaa-251	351	38	,	,	PUNCT
epaa-251	351	39	general	general	ADJ
epaa-251	351	40	elementary	elementary	NOUN
epaa-251	351	41	,	,	PUNCT
epaa-251	351	42	mathematics	mathematic	NOUN
epaa-251	351	43	,	,	PUNCT
epaa-251	351	44	special	special	ADJ
epaa-251	351	45	education	education	NOUN
epaa-251	351	46	,	,	PUNCT
epaa-251	351	47	etc	etc	X
epaa-251	351	48	.	.	X
epaa-251	351	49	)	)	PUNCT
epaa-251	351	50	,	,	PUNCT
epaa-251	351	51	schools	school	NOUN
epaa-251	351	52	that	that	PRON
epaa-251	351	53	had	have	VERB
epaa-251	351	54	open	open	ADJ
epaa-251	351	55	positions	position	NOUN
epaa-251	351	56	could	could	AUX
epaa-251	351	57	respond	respond	VERB
epaa-251	351	58	that	that	SCONJ
epaa-251	351	59	it	it	PRON
epaa-251	351	60	was	be	AUX
epaa-251	351	61	“	"	PUNCT
epaa-251	351	62	easy	easy	ADJ
epaa-251	351	63	,	,	PUNCT
epaa-251	351	64	”	"	PUNCT
epaa-251	351	65	“	"	PUNCT
epaa-251	351	66	somewhat	somewhat	ADV
epaa-251	351	67	difficult	difficult	ADJ
epaa-251	351	68	”	"	PUNCT
epaa-251	351	69	or	or	CCONJ
epaa-251	351	70	“	"	PUNCT
epaa-251	351	71	very	very	ADV
epaa-251	351	72	difficult	difficult	ADJ
epaa-251	351	73	”	"	PUNCT
epaa-251	351	74	to	to	PART
epaa-251	351	75	fill	fill	VERB
epaa-251	351	76	the	the	DET
epaa-251	351	77	position	position	NOUN
epaa-251	351	78	,	,	PUNCT
epaa-251	351	79	or	or	CCONJ
epaa-251	351	80	that	that	SCONJ
epaa-251	351	81	the	the	DET
epaa-251	351	82	vacancy	vacancy	NOUN
epaa-251	351	83	was	be	AUX
epaa-251	351	84	never	never	ADV
epaa-251	351	85	filled	fill	VERB
epaa-251	351	86	.	.	PUNCT
epaa-251	352	1	15	15	X
epaa-251	352	2	.	.	PUNCT
epaa-251	353	1	the	the	DET
epaa-251	353	2	world	world	NOUN
epaa-251	353	3	wide	wide	ADJ
epaa-251	353	4	web	web	NOUN
epaa-251	353	5	address	address	NOUN
epaa-251	353	6	for	for	ADP
epaa-251	353	7	the	the	DET
epaa-251	353	8	education	education	NOUN
epaa-251	353	9	policy	policy	NOUN
epaa-251	353	10	analysis	analysis	NOUN
epaa-251	353	11	archives	archive	NOUN
epaa-251	353	12	is	be	AUX
epaa-251	353	13	epaa.asu.edu	epaa.asu.edu	PROPN
epaa-251	353	14	editor	editor	NOUN
epaa-251	353	15	:	:	PUNCT
epaa-251	353	16	gene	gene	NOUN
epaa-251	353	17	v	v	ADP
epaa-251	353	18	glass	glass	NOUN
epaa-251	353	19	,	,	PUNCT
epaa-251	353	20	arizona	arizona	PROPN
epaa-251	353	21	state	state	PROPN
epaa-251	353	22	university	university	PROPN
epaa-251	353	23	production	production	NOUN
epaa-251	353	24	assistant	assistant	NOUN
epaa-251	353	25	:	:	PUNCT
epaa-251	353	26	chris	chris	PROPN
epaa-251	353	27	murrell	murrell	PROPN
epaa-251	353	28	,	,	PUNCT
epaa-251	353	29	arizona	arizona	PROPN
epaa-251	353	30	state	state	PROPN
epaa-251	353	31	university	university	PROPN
epaa-251	353	32	general	general	ADJ
epaa-251	353	33	questions	question	NOUN
epaa-251	353	34	about	about	ADP
epaa-251	353	35	appropriateness	appropriateness	NOUN
epaa-251	353	36	of	of	ADP
epaa-251	353	37	topics	topic	NOUN
epaa-251	353	38	or	or	CCONJ
epaa-251	353	39	particular	particular	ADJ
epaa-251	353	40	articles	article	NOUN
epaa-251	353	41	may	may	AUX
epaa-251	353	42	be	be	AUX
epaa-251	353	43	addressed	address	VERB
epaa-251	353	44	to	to	ADP
epaa-251	353	45	the	the	DET
epaa-251	353	46	editor	editor	NOUN
epaa-251	353	47	,	,	PUNCT
epaa-251	353	48	gene	gene	NOUN
epaa-251	353	49	v	v	NOUN
epaa-251	353	50	glass	glass	NOUN
epaa-251	353	51	,	,	PUNCT
epaa-251	353	52	glass@asu.edu	glass@asu.edu	NOUN
epaa-251	353	53	or	or	CCONJ
epaa-251	353	54	reach	reach	VERB
epaa-251	353	55	him	he	PRON
epaa-251	353	56	at	at	ADP
epaa-251	353	57	college	college	NOUN
epaa-251	353	58	of	of	ADP
epaa-251	353	59	education	education	NOUN
epaa-251	353	60	,	,	PUNCT
epaa-251	353	61	arizona	arizona	PROPN
epaa-251	353	62	state	state	PROPN
epaa-251	353	63	university	university	PROPN
epaa-251	353	64	,	,	PUNCT
epaa-251	353	65	tempe	tempe	PROPN
epaa-251	353	66	,	,	PUNCT
epaa-251	353	67	az	az	PROPN
epaa-251	353	68	85287	85287	NUM
epaa-251	353	69	-	-	SYM
epaa-251	353	70	2411	2411	NUM
epaa-251	353	71	.	.	PUNCT
epaa-251	354	1	the	the	DET
epaa-251	354	2	commentary	commentary	NOUN
epaa-251	354	3	editor	editor	NOUN
epaa-251	354	4	is	be	AUX
epaa-251	354	5	casey	casey	PROPN
epaa-251	354	6	d.	d.	PROPN
epaa-251	354	7	cobb	cobb	PROPN
epaa-251	354	8	:	:	PUNCT
epaa-251	354	9	casey.cobb@unh.edu	casey.cobb@unh.edu	PROPN
epaa-251	354	10	.	.	PUNCT
epaa-251	355	1	epaa	epaa	PROPN
epaa-251	355	2	editorial	editorial	PROPN
epaa-251	355	3	board	board	PROPN
epaa-251	355	4	michael	michael	PROPN
epaa-251	355	5	w.	w.	PROPN
epaa-251	355	6	apple	apple	PROPN
epaa-251	355	7	university	university	PROPN
epaa-251	355	8	of	of	ADP
epaa-251	355	9	wisconsin	wisconsin	PROPN
epaa-251	355	10	david	david	PROPN
epaa-251	355	11	c.	c.	PROPN
epaa-251	355	12	berliner	berliner	PROPN
epaa-251	355	13	arizona	arizona	PROPN
epaa-251	355	14	state	state	PROPN
epaa-251	355	15	university	university	PROPN
epaa-251	355	16	17	17	NUM
epaa-251	355	17	of	of	ADP
epaa-251	355	18	18	18	NUM
epaa-251	355	19	greg	greg	PROPN
epaa-251	355	20	camilli	camilli	PROPN
epaa-251	355	21	rutgers	rutgers	PROPN
epaa-251	355	22	university	university	PROPN
epaa-251	355	23	linda	linda	PROPN
epaa-251	355	24	darling	darling	PROPN
epaa-251	355	25	-	-	PUNCT
epaa-251	355	26	hammond	hammond	PROPN
epaa-251	355	27	stanford	stanford	PROPN
epaa-251	355	28	university	university	PROPN
epaa-251	355	29	sherman	sherman	PROPN
epaa-251	355	30	dorn	dorn	PROPN
epaa-251	355	31	university	university	PROPN
epaa-251	355	32	of	of	ADP
epaa-251	355	33	south	south	PROPN
epaa-251	355	34	florida	florida	PROPN
epaa-251	355	35	mark	mark	PROPN
epaa-251	355	36	e.	e.	PROPN
epaa-251	355	37	fetler	fetler	PROPN
epaa-251	355	38	california	california	PROPN
epaa-251	355	39	commission	commission	PROPN
epaa-251	355	40	on	on	ADP
epaa-251	355	41	teacher	teacher	NOUN
epaa-251	355	42	credentialing	credentiale	VERB
epaa-251	355	43	gustavo	gustavo	PROPN
epaa-251	355	44	e.	e.	PROPN
epaa-251	355	45	fischman	fischman	PROPN
epaa-251	355	46	california	california	PROPN
epaa-251	355	47	state	state	PROPN
epaa-251	355	48	univeristy	univeristy	PROPN
epaa-251	355	49	–	–	PUNCT
epaa-251	355	50	los	los	PROPN
epaa-251	355	51	angeles	angeles	PROPN
epaa-251	355	52	richard	richard	PROPN
epaa-251	355	53	garlikov	garlikov	PROPN
epaa-251	355	54	birmingham	birmingham	PROPN
epaa-251	355	55	,	,	PUNCT
epaa-251	355	56	alabama	alabama	PROPN
epaa-251	355	57	thomas	thomas	PROPN
epaa-251	355	58	f.	f.	PROPN
epaa-251	355	59	green	green	PROPN
epaa-251	355	60	syracuse	syracuse	PROPN
epaa-251	355	61	university	university	PROPN
epaa-251	355	62	aimee	aimee	PROPN
epaa-251	355	63	howley	howley	PROPN
epaa-251	355	64	ohio	ohio	PROPN
epaa-251	355	65	university	university	PROPN
epaa-251	355	66	craig	craig	PROPN
epaa-251	355	67	b.	b.	PROPN
epaa-251	355	68	howley	howley	PROPN
epaa-251	355	69	appalachia	appalachia	PROPN
epaa-251	355	70	educational	educational	PROPN
epaa-251	355	71	laboratory	laboratory	PROPN
epaa-251	355	72	william	william	PROPN
epaa-251	355	73	hunter	hunter	PROPN
epaa-251	355	74	university	university	PROPN
epaa-251	355	75	of	of	ADP
epaa-251	355	76	ontario	ontario	PROPN
epaa-251	355	77	institute	institute	PROPN
epaa-251	355	78	of	of	ADP
epaa-251	355	79	technology	technology	PROPN
epaa-251	355	80	patricia	patricia	PROPN
epaa-251	355	81	fey	fey	PROPN
epaa-251	355	82	jarvis	jarvis	PROPN
epaa-251	355	83	seattle	seattle	PROPN
epaa-251	355	84	,	,	PUNCT
epaa-251	355	85	washington	washington	PROPN
epaa-251	355	86	daniel	daniel	PROPN
epaa-251	355	87	kallós	kallós	PROPN
epaa-251	355	88	umeå	umeå	PROPN
epaa-251	355	89	university	university	PROPN
epaa-251	355	90	benjamin	benjamin	PROPN
epaa-251	355	91	levin	levin	PROPN
epaa-251	355	92	university	university	PROPN
epaa-251	355	93	of	of	ADP
epaa-251	355	94	manitoba	manitoba	PROPN
epaa-251	355	95	thomas	thomas	PROPN
epaa-251	355	96	mauhs	mauhs	PROPN
epaa-251	355	97	-	-	PUNCT
epaa-251	355	98	pugh	pugh	PROPN
epaa-251	355	99	green	green	PROPN
epaa-251	355	100	mountain	mountain	PROPN
epaa-251	355	101	college	college	PROPN
epaa-251	355	102	les	les	PROPN
epaa-251	355	103	mclean	mclean	PROPN
epaa-251	355	104	university	university	PROPN
epaa-251	355	105	of	of	ADP
epaa-251	355	106	toronto	toronto	PROPN
epaa-251	355	107	heinrich	heinrich	PROPN
epaa-251	355	108	mintrop	mintrop	PROPN
epaa-251	355	109	university	university	PROPN
epaa-251	355	110	of	of	ADP
epaa-251	355	111	california	california	PROPN
epaa-251	355	112	,	,	PUNCT
epaa-251	355	113	los	los	PROPN
epaa-251	355	114	angeles	angeles	PROPN
epaa-251	355	115	michele	michele	PROPN
epaa-251	355	116	moses	moses	PROPN
epaa-251	355	117	arizona	arizona	PROPN
epaa-251	355	118	state	state	PROPN
epaa-251	355	119	university	university	PROPN
epaa-251	355	120	gary	gary	PROPN
epaa-251	355	121	orfield	orfield	PROPN
epaa-251	355	122	harvard	harvard	PROPN
epaa-251	355	123	university	university	PROPN
epaa-251	355	124	anthony	anthony	PROPN
epaa-251	355	125	g.	g.	PROPN
epaa-251	355	126	rud	rud	PROPN
epaa-251	355	127	jr	jr	PROPN
epaa-251	355	128	.	.	PROPN
epaa-251	355	129	purdue	purdue	PROPN
epaa-251	355	130	university	university	PROPN
epaa-251	355	131	jay	jay	PROPN
epaa-251	355	132	paredes	paredes	PROPN
epaa-251	355	133	scribner	scribner	PROPN
epaa-251	355	134	university	university	PROPN
epaa-251	355	135	of	of	ADP
epaa-251	355	136	missouri	missouri	PROPN
epaa-251	355	137	michael	michael	PROPN
epaa-251	355	138	scriven	scriven	PROPN
epaa-251	355	139	university	university	PROPN
epaa-251	355	140	of	of	ADP
epaa-251	355	141	auckland	auckland	PROPN
epaa-251	355	142	lorrie	lorrie	PROPN
epaa-251	355	143	a.	a.	PROPN
epaa-251	355	144	shepard	shepard	PROPN
epaa-251	355	145	university	university	PROPN
epaa-251	355	146	of	of	ADP
epaa-251	355	147	colorado	colorado	PROPN
epaa-251	355	148	,	,	PUNCT
epaa-251	355	149	boulder	boulder	PROPN
epaa-251	355	150	robert	robert	PROPN
epaa-251	355	151	e.	e.	PROPN
epaa-251	355	152	stake	stake	PROPN
epaa-251	355	153	university	university	PROPN
epaa-251	355	154	of	of	ADP
epaa-251	355	155	illinois	illinois	PROPN
epaa-251	355	156	—	—	PUNCT
epaa-251	355	157	uc	uc	PROPN
epaa-251	355	158	kevin	kevin	PROPN
epaa-251	355	159	welner	welner	PROPN
epaa-251	355	160	university	university	PROPN
epaa-251	355	161	of	of	ADP
epaa-251	355	162	colorado	colorado	PROPN
epaa-251	355	163	,	,	PUNCT
epaa-251	355	164	boulder	boulder	PROPN
epaa-251	355	165	terrence	terrence	PROPN
epaa-251	355	166	g.	g.	PROPN
epaa-251	355	167	wiley	wiley	PROPN
epaa-251	355	168	arizona	arizona	PROPN
epaa-251	355	169	state	state	PROPN
epaa-251	355	170	university	university	PROPN
epaa-251	355	171	john	john	PROPN
epaa-251	355	172	willinsky	willinsky	PROPN
epaa-251	355	173	university	university	PROPN
epaa-251	355	174	of	of	ADP
epaa-251	355	175	british	british	PROPN
epaa-251	355	176	columbia	columbia	PROPN
epaa-251	355	177	epaa	epaa	PROPN
epaa-251	355	178	spanish	spanish	ADJ
epaa-251	355	179	language	language	NOUN
epaa-251	355	180	editorial	editorial	NOUN
epaa-251	355	181	board	board	NOUN
epaa-251	355	182	associate	associate	NOUN
epaa-251	355	183	editor	editor	NOUN
epaa-251	355	184	for	for	ADP
epaa-251	355	185	spanish	spanish	ADJ
epaa-251	355	186	language	language	NOUN
epaa-251	355	187	roberto	roberto	PROPN
epaa-251	355	188	rodríguez	rodríguez	NOUN
epaa-251	355	189	gómez	gómez	PROPN
epaa-251	355	190	universidad	universidad	PROPN
epaa-251	355	191	nacional	nacional	PROPN
epaa-251	355	192	autónoma	autónoma	PROPN
epaa-251	355	193	de	de	PROPN
epaa-251	355	194	méxico	méxico	PROPN
epaa-251	355	195	roberto@servidor.unam.mx	roberto@servidor.unam.mx	PROPN
epaa-251	355	196	adrián	adrián	PROPN
epaa-251	355	197	acosta	acosta	PROPN
epaa-251	355	198	(	(	PUNCT
epaa-251	355	199	méxico	méxico	PROPN
epaa-251	355	200	)	)	PUNCT
epaa-251	355	201	universidad	universidad	PROPN
epaa-251	355	202	de	de	PROPN
epaa-251	355	203	guadalajara	guadalajara	PROPN
epaa-251	355	204	adrianacosta@compuserve.com	adrianacosta@compuserve.com	X
epaa-251	356	1	j.	j.	PROPN
epaa-251	356	2	félix	félix	PROPN
epaa-251	356	3	angulo	angulo	PROPN
epaa-251	356	4	rasco	rasco	PROPN
epaa-251	356	5	(	(	PUNCT
epaa-251	356	6	spain	spain	PROPN
epaa-251	356	7	)	)	PUNCT
epaa-251	356	8	universidad	universidad	PROPN
epaa-251	356	9	de	de	PROPN
epaa-251	356	10	cádiz	cádiz	PROPN
epaa-251	356	11	felix.angulo@uca.es	felix.angulo@uca.es	PROPN
epaa-251	356	12	teresa	teresa	PROPN
epaa-251	356	13	bracho	bracho	PROPN
epaa-251	356	14	(	(	PUNCT
epaa-251	356	15	méxico	méxico	PROPN
epaa-251	356	16	)	)	PUNCT
epaa-251	356	17	centro	centro	PROPN
epaa-251	356	18	de	de	PROPN
epaa-251	356	19	investigación	investigación	PROPN
epaa-251	356	20	y	y	PROPN
epaa-251	356	21	docencia	docencia	PROPN
epaa-251	356	22	económica	económica	PROPN
epaa-251	356	23	-	-	PUNCT
epaa-251	356	24	cide	cide	NOUN
epaa-251	356	25	bracho	bracho	NOUN
epaa-251	356	26	dis1.cide.mx	dis1.cide.mx	PROPN
epaa-251	356	27	alejandro	alejandro	PROPN
epaa-251	356	28	canales	canales	PROPN
epaa-251	356	29	(	(	PUNCT
epaa-251	356	30	méxico	méxico	PROPN
epaa-251	356	31	)	)	PUNCT
epaa-251	356	32	universidad	universidad	PROPN
epaa-251	356	33	nacional	nacional	PROPN
epaa-251	356	34	autónoma	autónoma	PROPN
epaa-251	356	35	de	de	PROPN
epaa-251	356	36	méxico	méxico	PROPN
epaa-251	356	37	canalesa@servidor.unam.mx	canalesa@servidor.unam.mx	PROPN
epaa-251	356	38	18	18	NUM
epaa-251	356	39	of	of	ADP
epaa-251	356	40	18	18	NUM
epaa-251	356	41	ursula	ursula	PROPN
epaa-251	356	42	casanova	casanova	X
epaa-251	356	43	(	(	PUNCT
epaa-251	356	44	u.s.a	u.s.a	PROPN
epaa-251	356	45	.	.	PUNCT
epaa-251	356	46	)	)	PUNCT
epaa-251	357	1	arizona	arizona	PROPN
epaa-251	357	2	state	state	PROPN
epaa-251	357	3	university	university	PROPN
epaa-251	357	4	casanova@asu.edu	casanova@asu.edu	PROPN
epaa-251	357	5	josé	josé	PROPN
epaa-251	357	6	contreras	contreras	PROPN
epaa-251	357	7	domingo	domingo	PROPN
epaa-251	357	8	universitat	universitat	PROPN
epaa-251	357	9	de	de	PROPN
epaa-251	357	10	barcelona	barcelona	PROPN
epaa-251	357	11	jose.contreras@doe.d5.ub.es	jose.contreras@doe.d5.ub.es	PROPN
epaa-251	357	12	erwin	erwin	PROPN
epaa-251	357	13	epstein	epstein	PROPN
epaa-251	357	14	(	(	PUNCT
epaa-251	357	15	u.s.a	u.s.a	PROPN
epaa-251	357	16	.	.	PUNCT
epaa-251	357	17	)	)	PUNCT
epaa-251	358	1	loyola	loyola	PROPN
epaa-251	358	2	university	university	PROPN
epaa-251	358	3	of	of	ADP
epaa-251	358	4	chicago	chicago	PROPN
epaa-251	358	5	eepstein@luc.edu	eepstein@luc.edu	PROPN
epaa-251	359	1	josué	josué	PROPN
epaa-251	359	2	gonzález	gonzález	PROPN
epaa-251	359	3	(	(	PUNCT
epaa-251	359	4	u.s.a	u.s.a	PROPN
epaa-251	359	5	.	.	PUNCT
epaa-251	359	6	)	)	PUNCT
epaa-251	360	1	arizona	arizona	PROPN
epaa-251	360	2	state	state	PROPN
epaa-251	360	3	university	university	PROPN
epaa-251	360	4	josue@asu.edu	josue@asu.edu	PROPN
epaa-251	360	5	rollin	rollin	PROPN
epaa-251	360	6	kent	kent	PROPN
epaa-251	360	7	(	(	PUNCT
epaa-251	360	8	méxico	méxico	PROPN
epaa-251	360	9	)	)	PUNCT
epaa-251	360	10	universidad	universidad	PROPN
epaa-251	360	11	autónoma	autónoma	PROPN
epaa-251	360	12	de	de	X
epaa-251	360	13	puebla	puebla	PROPN
epaa-251	360	14	rkent@puebla.megared.net.mx	rkent@puebla.megared.net.mx	ADP
epaa-251	360	15	maría	maría	PROPN
epaa-251	360	16	beatriz	beatriz	PROPN
epaa-251	360	17	luce(brazil	luce(brazil	PROPN
epaa-251	360	18	)	)	PUNCT
epaa-251	361	1	universidad	universidad	PROPN
epaa-251	361	2	federal	federal	PROPN
epaa-251	361	3	de	de	PROPN
epaa-251	361	4	rio	rio	PROPN
epaa-251	361	5	grande	grande	PROPN
epaa-251	361	6	do	do	AUX
epaa-251	361	7	sul	sul	ADJ
epaa-251	361	8	-	-	ADJ
epaa-251	361	9	ufrgs	ufrgs	ADJ
epaa-251	361	10	lucemb@orion.ufrgs.br	lucemb@orion.ufrgs.br	PROPN
epaa-251	361	11	javier	javier	PROPN
epaa-251	361	12	mendoza	mendoza	PROPN
epaa-251	361	13	rojas	rojas	PROPN
epaa-251	361	14	(	(	PUNCT
epaa-251	361	15	méxico	méxico	PROPN
epaa-251	361	16	)	)	PUNCT
epaa-251	361	17	universidad	universidad	PROPN
epaa-251	361	18	nacional	nacional	PROPN
epaa-251	361	19	autónoma	autónoma	PROPN
epaa-251	361	20	de	de	PROPN
epaa-251	361	21	méxico	méxico	PROPN
epaa-251	361	22	javiermr@servidor.unam.mx	javiermr@servidor.unam.mx	PROPN
epaa-251	361	23	marcela	marcela	PROPN
epaa-251	361	24	mollis	mollis	PROPN
epaa-251	361	25	(	(	PUNCT
epaa-251	361	26	argentina	argentina	PROPN
epaa-251	361	27	)	)	PUNCT
epaa-251	361	28	universidad	universidad	PROPN
epaa-251	361	29	de	de	PROPN
epaa-251	361	30	buenos	buenos	PROPN
epaa-251	361	31	aires	aires	PROPN
epaa-251	361	32	mmollis@filo.uba.ar	mmollis@filo.uba.ar	PROPN
epaa-251	361	33	humberto	humberto	PROPN
epaa-251	361	34	muñoz	muñoz	PROPN
epaa-251	361	35	garcía	garcía	PROPN
epaa-251	361	36	(	(	PUNCT
epaa-251	361	37	méxico	méxico	PROPN
epaa-251	361	38	)	)	PUNCT
epaa-251	361	39	universidad	universidad	PROPN
epaa-251	361	40	nacional	nacional	PROPN
epaa-251	361	41	autónoma	autónoma	PROPN
epaa-251	361	42	de	de	PROPN
epaa-251	361	43	méxico	méxico	PROPN
epaa-251	361	44	humberto@servidor.unam.mx	humberto@servidor.unam.mx	PROPN
epaa-251	361	45	angel	angel	NOUN
epaa-251	361	46	ignacio	ignacio	PROPN
epaa-251	361	47	pérez	pérez	PROPN
epaa-251	361	48	gómez	gómez	PROPN
epaa-251	361	49	(	(	PUNCT
epaa-251	361	50	spain	spain	PROPN
epaa-251	361	51	)	)	PUNCT
epaa-251	361	52	universidad	universidad	PROPN
epaa-251	361	53	de	de	PROPN
epaa-251	361	54	málaga	málaga	PROPN
epaa-251	361	55	aiperez@uma.es	aiperez@uma.es	PROPN
epaa-251	361	56	daniel	daniel	PROPN
epaa-251	361	57	schugurensky(argentina	schugurensky(argentina	PROPN
epaa-251	361	58	-	-	PUNCT
epaa-251	361	59	canadá	canadá	NOUN
epaa-251	361	60	)	)	PUNCT
epaa-251	361	61	oise	oise	PROPN
epaa-251	361	62	/	/	SYM
epaa-251	361	63	ut	ut	PROPN
epaa-251	361	64	,	,	PUNCT
epaa-251	361	65	canada	canada	PROPN
epaa-251	361	66	dschugurensky@oise.utoronto.ca	dschugurensky@oise.utoronto.ca	PROPN
epaa-251	361	67	simon	simon	PROPN
epaa-251	361	68	schwartzman	schwartzman	PROPN
epaa-251	361	69	(	(	PUNCT
epaa-251	361	70	brazil	brazil	PROPN
epaa-251	361	71	)	)	PUNCT
epaa-251	361	72	american	american	PROPN
epaa-251	361	73	institutes	institutes	PROPN
epaa-251	361	74	for	for	ADP
epaa-251	361	75	resesarch	resesarch	PROPN
epaa-251	361	76	–	–	PUNCT
epaa-251	361	77	brazil	brazil	PROPN
epaa-251	361	78	(	(	PUNCT
epaa-251	361	79	airbrasil	airbrasil	PROPN
epaa-251	361	80	)	)	PUNCT
epaa-251	361	81	simon@sman.com.br	simon@sman.com.br	PROPN
epaa-251	361	82	jurjo	jurjo	PROPN
epaa-251	361	83	torres	torre	VERB
epaa-251	361	84	santomé	santomé	NOUN
epaa-251	361	85	(	(	PUNCT
epaa-251	361	86	spain	spain	PROPN
epaa-251	361	87	)	)	PUNCT
epaa-251	361	88	universidad	universidad	PROPN
epaa-251	362	1	de	de	PROPN
epaa-251	362	2	a	a	DET
epaa-251	362	3	coruña	coruña	NOUN
epaa-251	362	4	jurjo@udc.es	jurjo@udc.es	PROPN
epaa-251	362	5	carlos	carlos	PROPN
epaa-251	362	6	alberto	alberto	PROPN
epaa-251	362	7	torres	torres	PROPN
epaa-251	362	8	(	(	PUNCT
epaa-251	362	9	u.s.a	u.s.a	NOUN
epaa-251	362	10	.	.	PUNCT
epaa-251	362	11	)	)	PUNCT
epaa-251	363	1	university	university	PROPN
epaa-251	363	2	of	of	ADP
epaa-251	363	3	california	california	PROPN
epaa-251	363	4	,	,	PUNCT
epaa-251	363	5	los	los	PROPN
epaa-251	363	6	angeles	angeles	PROPN
epaa-251	363	7	torres@gseisucla.edu	torres@gseisucla.edu	PROPN
epaa-251	363	8	epaa	epaa	PROPN
epaa-251	363	9	is	be	AUX
epaa-251	363	10	published	publish	VERB
epaa-251	363	11	by	by	ADP
epaa-251	363	12	the	the	DET
epaa-251	363	13	education	education	NOUN
epaa-251	363	14	policy	policy	NOUN
epaa-251	363	15	studies	study	NOUN
epaa-251	363	16	laboratory	laboratory	NOUN
epaa-251	363	17	,	,	PUNCT
epaa-251	363	18	arizona	arizona	PROPN
epaa-251	363	19	state	state	PROPN
epaa-251	363	20	university	university	PROPN