id	sid	tid	token	lemma	pos
epaa-363	1	1	epaa	epaa	ADJ
epaa-363	1	2	vol	vol	NOUN
epaa-363	1	3	.	.	PROPN
epaa-363	2	1	9	9	NUM
epaa-363	2	2	no	no	NOUN
epaa-363	2	3	.	.	PROPN
epaa-363	3	1	34	34	NUM
epaa-363	3	2	koretz	koretz	PROPN
epaa-363	3	3	,	,	PUNCT
epaa-363	3	4	mccaffrey	mccaffrey	PROPN
epaa-363	3	5	and	and	CCONJ
epaa-363	3	6	sullivan	sullivan	PROPN
epaa-363	3	7	:	:	PUNCT
epaa-363	3	8	predicting	predict	VERB
epaa-363	3	9	...	...	PUNCT
epaa-363	3	10	1	1	NUM
epaa-363	3	11	of	of	ADP
epaa-363	3	12	28	28	NUM
epaa-363	3	13	education	education	NOUN
epaa-363	3	14	policy	policy	NOUN
epaa-363	3	15	analysis	analysis	NOUN
epaa-363	3	16	archives	archive	NOUN
epaa-363	3	17	volume	volume	VERB
epaa-363	3	18	9	9	NUM
epaa-363	3	19	number	number	NOUN
epaa-363	3	20	34	34	NUM
epaa-363	3	21	september	september	PROPN
epaa-363	3	22	14	14	NUM
epaa-363	3	23	,	,	PUNCT
epaa-363	3	24	2001	2001	NUM
epaa-363	3	25	issn	issn	PROPN
epaa-363	3	26	1068	1068	NUM
epaa-363	3	27	-	-	SYM
epaa-363	3	28	2341	2341	NUM
epaa-363	3	29	a	a	DET
epaa-363	3	30	peer	peer	NOUN
epaa-363	3	31	-	-	PUNCT
epaa-363	3	32	reviewed	review	VERB
epaa-363	3	33	scholarly	scholarly	ADJ
epaa-363	3	34	journal	journal	NOUN
epaa-363	3	35	editor	editor	NOUN
epaa-363	3	36	:	:	PUNCT
epaa-363	3	37	gene	gene	NOUN
epaa-363	3	38	v	v	NOUN
epaa-363	3	39	glass	glass	NOUN
epaa-363	3	40	,	,	PUNCT
epaa-363	3	41	college	college	NOUN
epaa-363	3	42	of	of	ADP
epaa-363	3	43	education	education	PROPN
epaa-363	3	44	arizona	arizona	PROPN
epaa-363	3	45	state	state	PROPN
epaa-363	3	46	university	university	PROPN
epaa-363	3	47	copyright	copyright	NOUN
epaa-363	3	48	2001	2001	NUM
epaa-363	3	49	,	,	PUNCT
epaa-363	3	50	the	the	DET
epaa-363	3	51	education	education	NOUN
epaa-363	3	52	policy	policy	NOUN
epaa-363	3	53	analysis	analysis	NOUN
epaa-363	3	54	archives	archive	NOUN
epaa-363	3	55	.	.	PUNCT
epaa-363	4	1	permission	permission	NOUN
epaa-363	4	2	is	be	AUX
epaa-363	4	3	hereby	hereby	ADV
epaa-363	4	4	granted	grant	VERB
epaa-363	4	5	to	to	PART
epaa-363	4	6	copy	copy	VERB
epaa-363	4	7	any	any	DET
epaa-363	4	8	article	article	NOUN
epaa-363	4	9	if	if	SCONJ
epaa-363	4	10	epaa	epaa	NOUN
epaa-363	4	11	is	be	AUX
epaa-363	4	12	credited	credit	VERB
epaa-363	4	13	and	and	CCONJ
epaa-363	4	14	copies	copy	NOUN
epaa-363	4	15	are	be	AUX
epaa-363	4	16	not	not	PART
epaa-363	4	17	sold	sell	VERB
epaa-363	4	18	.	.	PUNCT
epaa-363	5	1	articles	article	NOUN
epaa-363	5	2	appearing	appear	VERB
epaa-363	5	3	in	in	ADP
epaa-363	5	4	epaa	epaa	NOUN
epaa-363	5	5	are	be	AUX
epaa-363	5	6	abstracted	abstract	VERB
epaa-363	5	7	in	in	ADP
epaa-363	5	8	the	the	DET
epaa-363	5	9	current	current	ADJ
epaa-363	5	10	index	index	NOUN
epaa-363	5	11	to	to	ADP
epaa-363	5	12	journals	journal	NOUN
epaa-363	5	13	in	in	ADP
epaa-363	5	14	education	education	NOUN
epaa-363	5	15	by	by	ADP
epaa-363	5	16	the	the	DET
epaa-363	5	17	eric	eric	PROPN
epaa-363	5	18	clearinghouse	clearinghouse	PROPN
epaa-363	5	19	on	on	ADP
epaa-363	5	20	assessment	assessment	NOUN
epaa-363	5	21	and	and	CCONJ
epaa-363	5	22	evaluation	evaluation	NOUN
epaa-363	5	23	and	and	CCONJ
epaa-363	5	24	are	be	AUX
epaa-363	5	25	permanently	permanently	ADV
epaa-363	5	26	archived	archive	VERB
epaa-363	5	27	in	in	ADP
epaa-363	5	28	resources	resource	NOUN
epaa-363	5	29	in	in	ADP
epaa-363	5	30	education	education	NOUN
epaa-363	5	31	.	.	PUNCT
epaa-363	6	1	predicting	predict	VERB
epaa-363	6	2	variations	variation	NOUN
epaa-363	6	3	in	in	ADP
epaa-363	6	4	mathematics	mathematic	NOUN
epaa-363	6	5	performance	performance	NOUN
epaa-363	6	6	in	in	ADP
epaa-363	6	7	four	four	NUM
epaa-363	6	8	countries	country	NOUN
epaa-363	6	9	using	use	VERB
epaa-363	6	10	timss	timss	PROPN
epaa-363	6	11	daniel	daniel	PROPN
epaa-363	6	12	koretz	koretz	PROPN
epaa-363	6	13	harvard	harvard	PROPN
epaa-363	6	14	university	university	PROPN
epaa-363	6	15	daniel	daniel	PROPN
epaa-363	6	16	mccaffrey	mccaffrey	PROPN
epaa-363	6	17	rand	rand	PROPN
epaa-363	6	18	education	education	PROPN
epaa-363	6	19	thomas	thomas	PROPN
epaa-363	6	20	sullivan	sullivan	PROPN
epaa-363	6	21	rand	rand	PROPN
epaa-363	6	22	education	education	NOUN
epaa-363	6	23	citation	citation	NOUN
epaa-363	6	24	:	:	PUNCT
epaa-363	6	25	koretz	koretz	PROPN
epaa-363	6	26	,	,	PUNCT
epaa-363	6	27	d.	d.	PROPN
epaa-363	6	28	,	,	PUNCT
epaa-363	6	29	mccaffrey	mccaffrey	PROPN
epaa-363	6	30	,	,	PUNCT
epaa-363	6	31	d.	d.	PROPN
epaa-363	6	32	,	,	PUNCT
epaa-363	6	33	and	and	CCONJ
epaa-363	6	34	sullivan	sullivan	PROPN
epaa-363	6	35	,	,	PUNCT
epaa-363	6	36	t.	t.	PROPN
epaa-363	6	37	(	(	PUNCT
epaa-363	6	38	2001	2001	NUM
epaa-363	6	39	,	,	PUNCT
epaa-363	6	40	september	september	PROPN
epaa-363	6	41	14	14	NUM
epaa-363	6	42	)	)	PUNCT
epaa-363	6	43	.	.	PUNCT
epaa-363	7	1	predicting	predict	VERB
epaa-363	7	2	variations	variation	NOUN
epaa-363	7	3	in	in	ADP
epaa-363	7	4	mathematics	mathematic	NOUN
epaa-363	7	5	performance	performance	NOUN
epaa-363	7	6	in	in	ADP
epaa-363	7	7	four	four	NUM
epaa-363	7	8	countries	country	NOUN
epaa-363	7	9	using	use	VERB
epaa-363	7	10	timss	timss	PROPN
epaa-363	7	11	.	.	PUNCT
epaa-363	8	1	education	education	NOUN
epaa-363	8	2	policy	policy	NOUN
epaa-363	8	3	analysis	analysis	NOUN
epaa-363	8	4	archives	archive	NOUN
epaa-363	8	5	,	,	PUNCT
epaa-363	8	6	9(34	9(34	NUM
epaa-363	8	7	)	)	PUNCT
epaa-363	8	8	.	.	PUNCT
epaa-363	9	1	retrieved	retrieve	VERB
epaa-363	9	2	[	[	PUNCT
epaa-363	9	3	date	date	NOUN
epaa-363	9	4	]	]	PUNCT
epaa-363	9	5	from	from	ADP
epaa-363	9	6	http://epaa.asu.edu/epaa/v9n34/.	http://epaa.asu.edu/epaa/v9n34/.	PROPN
epaa-363	9	7	abstract	abstract	ADV
epaa-363	9	8	although	although	SCONJ
epaa-363	9	9	international	international	ADJ
epaa-363	9	10	comparisons	comparison	NOUN
epaa-363	9	11	of	of	ADP
epaa-363	9	12	average	average	ADJ
epaa-363	9	13	student	student	NOUN
epaa-363	9	14	performance	performance	NOUN
epaa-363	9	15	are	be	AUX
epaa-363	9	16	a	a	DET
epaa-363	9	17	staple	staple	NOUN
epaa-363	9	18	of	of	ADP
epaa-363	9	19	u.s	u.s	PROPN
epaa-363	9	20	.	.	PROPN
epaa-363	9	21	educational	educational	ADJ
epaa-363	9	22	debate	debate	NOUN
epaa-363	9	23	,	,	PUNCT
epaa-363	9	24	little	little	ADJ
epaa-363	9	25	attention	attention	NOUN
epaa-363	9	26	has	have	AUX
epaa-363	9	27	been	be	AUX
epaa-363	9	28	paid	pay	VERB
epaa-363	9	29	to	to	ADP
epaa-363	9	30	cross	cross	ADJ
epaa-363	9	31	-	-	ADJ
epaa-363	9	32	national	national	ADJ
epaa-363	9	33	differences	difference	NOUN
epaa-363	9	34	in	in	ADP
epaa-363	9	35	the	the	DET
epaa-363	9	36	variability	variability	NOUN
epaa-363	9	37	of	of	ADP
epaa-363	9	38	performance	performance	NOUN
epaa-363	9	39	.	.	PUNCT
epaa-363	10	1	it	it	PRON
epaa-363	10	2	is	be	AUX
epaa-363	10	3	often	often	ADV
epaa-363	10	4	assumed	assume	VERB
epaa-363	10	5	that	that	SCONJ
epaa-363	10	6	the	the	DET
epaa-363	10	7	performance	performance	NOUN
epaa-363	10	8	of	of	ADP
epaa-363	10	9	u.s	u.s	PROPN
epaa-363	10	10	.	.	PROPN
epaa-363	10	11	students	student	NOUN
epaa-363	10	12	is	be	AUX
epaa-363	10	13	unusually	unusually	ADV
epaa-363	10	14	variable	variable	ADJ
epaa-363	10	15	or	or	CCONJ
epaa-363	10	16	that	that	SCONJ
epaa-363	10	17	the	the	DET
epaa-363	10	18	distribution	distribution	NOUN
epaa-363	10	19	of	of	ADP
epaa-363	10	20	u.s	u.s	PROPN
epaa-363	10	21	.	.	PROPN
epaa-363	10	22	scores	score	NOUN
epaa-363	10	23	is	be	AUX
epaa-363	10	24	left	leave	VERB
epaa-363	10	25	-	-	PUNCT
epaa-363	10	26	skewed	skewed	ADJ
epaa-363	10	27	–	–	PUNCT
epaa-363	10	28	that	that	ADV
epaa-363	10	29	is	is	ADV
epaa-363	10	30	,	,	PUNCT
epaa-363	10	31	that	that	SCONJ
epaa-363	10	32	it	it	PRON
epaa-363	10	33	has	have	VERB
epaa-363	10	34	an	an	DET
epaa-363	10	35	2	2	NUM
epaa-363	10	36	of	of	ADP
epaa-363	10	37	28	28	NUM
epaa-363	10	38	unusually	unusually	ADV
epaa-363	10	39	long	long	ADJ
epaa-363	10	40	‘	'	PUNCT
epaa-363	10	41	tail	tail	NOUN
epaa-363	10	42	'	'	PUNCT
epaa-363	10	43	of	of	ADP
epaa-363	10	44	low	low	ADJ
epaa-363	10	45	-	-	PUNCT
epaa-363	10	46	scoring	score	VERB
epaa-363	10	47	students	student	NOUN
epaa-363	10	48	–	–	PUNCT
epaa-363	10	49	but	but	CCONJ
epaa-363	10	50	data	datum	NOUN
epaa-363	10	51	from	from	ADP
epaa-363	10	52	international	international	ADJ
epaa-363	10	53	studies	study	NOUN
epaa-363	10	54	are	be	AUX
epaa-363	10	55	rarely	rarely	ADV
epaa-363	10	56	brought	bring	VERB
epaa-363	10	57	to	to	PART
epaa-363	10	58	bear	bear	VERB
epaa-363	10	59	on	on	ADP
epaa-363	10	60	these	these	DET
epaa-363	10	61	questions	question	NOUN
epaa-363	10	62	.	.	PUNCT
epaa-363	11	1	this	this	DET
epaa-363	11	2	study	study	NOUN
epaa-363	11	3	used	use	VERB
epaa-363	11	4	data	datum	NOUN
epaa-363	11	5	from	from	ADP
epaa-363	11	6	the	the	DET
epaa-363	11	7	third	third	ADJ
epaa-363	11	8	international	international	ADJ
epaa-363	11	9	mathematics	mathematic	NOUN
epaa-363	11	10	and	and	CCONJ
epaa-363	11	11	science	science	NOUN
epaa-363	11	12	study	study	NOUN
epaa-363	11	13	(	(	PUNCT
epaa-363	11	14	timss	timss	PROPN
epaa-363	11	15	)	)	PUNCT
epaa-363	11	16	to	to	PART
epaa-363	11	17	compare	compare	VERB
epaa-363	11	18	the	the	DET
epaa-363	11	19	variability	variability	NOUN
epaa-363	11	20	of	of	ADP
epaa-363	11	21	performance	performance	NOUN
epaa-363	11	22	in	in	ADP
epaa-363	11	23	the	the	DET
epaa-363	11	24	u.s	u.s	PROPN
epaa-363	11	25	.	.	PROPN
epaa-363	11	26	,	,	PUNCT
epaa-363	11	27	australia	australia	PROPN
epaa-363	11	28	,	,	PUNCT
epaa-363	11	29	france	france	PROPN
epaa-363	11	30	,	,	PUNCT
epaa-363	11	31	germany	germany	PROPN
epaa-363	11	32	,	,	PUNCT
epaa-363	11	33	hong	hong	PROPN
epaa-363	11	34	kong	kong	PROPN
epaa-363	11	35	,	,	PUNCT
epaa-363	11	36	korea	korea	PROPN
epaa-363	11	37	,	,	PUNCT
epaa-363	11	38	and	and	CCONJ
epaa-363	11	39	japan	japan	PROPN
epaa-363	11	40	;	;	PUNCT
epaa-363	11	41	investigate	investigate	VERB
epaa-363	11	42	how	how	SCONJ
epaa-363	11	43	this	this	DET
epaa-363	11	44	performance	performance	NOUN
epaa-363	11	45	variation	variation	NOUN
epaa-363	11	46	is	be	AUX
epaa-363	11	47	distributed	distribute	VERB
epaa-363	11	48	within	within	ADP
epaa-363	11	49	and	and	CCONJ
epaa-363	11	50	between	between	ADP
epaa-363	11	51	classrooms	classroom	NOUN
epaa-363	11	52	;	;	PUNCT
epaa-363	11	53	and	and	CCONJ
epaa-363	11	54	explore	explore	VERB
epaa-363	11	55	how	how	SCONJ
epaa-363	11	56	well	well	ADV
epaa-363	11	57	background	background	NOUN
epaa-363	11	58	variables	variable	NOUN
epaa-363	11	59	predict	predict	VERB
epaa-363	11	60	performance	performance	NOUN
epaa-363	11	61	at	at	ADP
epaa-363	11	62	both	both	DET
epaa-363	11	63	levels	level	NOUN
epaa-363	11	64	.	.	PUNCT
epaa-363	12	1	timss	timss	PROPN
epaa-363	12	2	shows	show	VERB
epaa-363	12	3	that	that	SCONJ
epaa-363	12	4	the	the	DET
epaa-363	12	5	u.s	u.s	PROPN
epaa-363	12	6	.	.	PROPN
epaa-363	12	7	is	be	AUX
epaa-363	12	8	not	not	PART
epaa-363	12	9	anomalous	anomalous	ADJ
epaa-363	12	10	in	in	ADP
epaa-363	12	11	terms	term	NOUN
epaa-363	12	12	of	of	ADP
epaa-363	12	13	the	the	DET
epaa-363	12	14	amount	amount	NOUN
epaa-363	12	15	,	,	PUNCT
epaa-363	12	16	distribution	distribution	NOUN
epaa-363	12	17	,	,	PUNCT
epaa-363	12	18	or	or	CCONJ
epaa-363	12	19	prediction	prediction	NOUN
epaa-363	12	20	of	of	ADP
epaa-363	12	21	performance	performance	NOUN
epaa-363	12	22	variation	variation	NOUN
epaa-363	12	23	.	.	PUNCT
epaa-363	13	1	nonetheless	nonetheless	ADV
epaa-363	13	2	,	,	PUNCT
epaa-363	13	3	some	some	DET
epaa-363	13	4	striking	striking	ADJ
epaa-363	13	5	differences	difference	NOUN
epaa-363	13	6	appear	appear	VERB
epaa-363	13	7	between	between	ADP
epaa-363	13	8	countries	country	NOUN
epaa-363	13	9	that	that	PRON
epaa-363	13	10	are	be	AUX
epaa-363	13	11	potentially	potentially	ADV
epaa-363	13	12	important	important	ADJ
epaa-363	13	13	for	for	ADP
epaa-363	13	14	both	both	CCONJ
epaa-363	13	15	research	research	NOUN
epaa-363	13	16	and	and	CCONJ
epaa-363	13	17	policy	policy	NOUN
epaa-363	13	18	.	.	PUNCT
epaa-363	14	1	in	in	ADP
epaa-363	14	2	the	the	DET
epaa-363	14	3	u.s	u.s	PROPN
epaa-363	14	4	.	.	PROPN
epaa-363	14	5	,	,	PUNCT
epaa-363	14	6	germany	germany	PROPN
epaa-363	14	7	,	,	PUNCT
epaa-363	14	8	hong	hong	PROPN
epaa-363	14	9	kong	kong	PROPN
epaa-363	14	10	,	,	PUNCT
epaa-363	14	11	and	and	CCONJ
epaa-363	14	12	australia	australia	PROPN
epaa-363	14	13	,	,	PUNCT
epaa-363	14	14	between	between	ADP
epaa-363	14	15	42	42	NUM
epaa-363	14	16	and	and	CCONJ
epaa-363	14	17	47	47	NUM
epaa-363	14	18	percent	percent	NOUN
epaa-363	14	19	of	of	ADP
epaa-363	14	20	score	score	NOUN
epaa-363	14	21	variance	variance	NOUN
epaa-363	14	22	was	be	AUX
epaa-363	14	23	between	between	ADP
epaa-363	14	24	classrooms	classroom	NOUN
epaa-363	14	25	.	.	PUNCT
epaa-363	15	1	at	at	ADP
epaa-363	15	2	the	the	DET
epaa-363	15	3	other	other	ADJ
epaa-363	15	4	extreme	extreme	NOUN
epaa-363	15	5	,	,	PUNCT
epaa-363	15	6	japan	japan	PROPN
epaa-363	15	7	and	and	CCONJ
epaa-363	15	8	korea	korea	PROPN
epaa-363	15	9	both	both	PRON
epaa-363	15	10	had	have	VERB
epaa-363	15	11	less	less	ADJ
epaa-363	15	12	than	than	ADP
epaa-363	15	13	10	10	NUM
epaa-363	15	14	percent	percent	NOUN
epaa-363	15	15	of	of	ADP
epaa-363	15	16	score	score	NOUN
epaa-363	15	17	variance	variance	NOUN
epaa-363	15	18	between	between	ADP
epaa-363	15	19	classrooms	classroom	NOUN
epaa-363	15	20	.	.	PUNCT
epaa-363	16	1	two	two	NUM
epaa-363	16	2	-	-	PUNCT
epaa-363	16	3	level	level	NOUN
epaa-363	16	4	models	model	NOUN
epaa-363	16	5	(	(	PUNCT
epaa-363	16	6	student	student	NOUN
epaa-363	16	7	and	and	CCONJ
epaa-363	16	8	classroom	classroom	NOUN
epaa-363	16	9	)	)	PUNCT
epaa-363	16	10	were	be	AUX
epaa-363	16	11	used	use	VERB
epaa-363	16	12	to	to	PART
epaa-363	16	13	explore	explore	VERB
epaa-363	16	14	the	the	DET
epaa-363	16	15	prediction	prediction	NOUN
epaa-363	16	16	of	of	ADP
epaa-363	16	17	performance	performance	NOUN
epaa-363	16	18	by	by	ADP
epaa-363	16	19	social	social	ADJ
epaa-363	16	20	background	background	NOUN
epaa-363	16	21	variables	variable	NOUN
epaa-363	16	22	in	in	ADP
epaa-363	16	23	four	four	NUM
epaa-363	16	24	of	of	ADP
epaa-363	16	25	these	these	DET
epaa-363	16	26	countries	country	NOUN
epaa-363	16	27	(	(	PUNCT
epaa-363	16	28	the	the	DET
epaa-363	16	29	u.s	u.s	PROPN
epaa-363	16	30	.	.	PROPN
epaa-363	16	31	,	,	PUNCT
epaa-363	16	32	hong	hong	PROPN
epaa-363	16	33	kong	kong	PROPN
epaa-363	16	34	,	,	PUNCT
epaa-363	16	35	france	france	PROPN
epaa-363	16	36	,	,	PUNCT
epaa-363	16	37	and	and	CCONJ
epaa-363	16	38	korea	korea	PROPN
epaa-363	16	39	)	)	PUNCT
epaa-363	16	40	.	.	PUNCT
epaa-363	17	1	the	the	DET
epaa-363	17	2	final	final	ADJ
epaa-363	17	3	models	model	NOUN
epaa-363	17	4	included	include	VERB
epaa-363	17	5	only	only	ADV
epaa-363	17	6	a	a	DET
epaa-363	17	7	few	few	ADJ
epaa-363	17	8	variables	variable	NOUN
epaa-363	17	9	;	;	PUNCT
epaa-363	17	10	timss	timss	PROPN
epaa-363	17	11	lacked	lack	VERB
epaa-363	17	12	some	some	DET
epaa-363	17	13	important	important	ADJ
epaa-363	17	14	background	background	NOUN
epaa-363	17	15	variables	variable	NOUN
epaa-363	17	16	,	,	PUNCT
epaa-363	17	17	such	such	ADJ
epaa-363	17	18	as	as	ADP
epaa-363	17	19	income	income	NOUN
epaa-363	17	20	,	,	PUNCT
epaa-363	17	21	and	and	CCONJ
epaa-363	17	22	other	other	ADJ
epaa-363	17	23	variables	variable	NOUN
epaa-363	17	24	were	be	AUX
epaa-363	17	25	dropped	drop	VERB
epaa-363	17	26	either	either	CCONJ
epaa-363	17	27	because	because	SCONJ
epaa-363	17	28	of	of	ADP
epaa-363	17	29	problems	problem	NOUN
epaa-363	17	30	revealed	reveal	VERB
epaa-363	17	31	by	by	ADP
epaa-363	17	32	exploratory	exploratory	ADJ
epaa-363	17	33	data	datum	NOUN
epaa-363	17	34	analysis	analysis	NOUN
epaa-363	17	35	or	or	CCONJ
epaa-363	17	36	because	because	SCONJ
epaa-363	17	37	of	of	ADP
epaa-363	17	38	a	a	DET
epaa-363	17	39	lack	lack	NOUN
epaa-363	17	40	of	of	ADP
epaa-363	17	41	significance	significance	NOUN
epaa-363	17	42	in	in	ADP
epaa-363	17	43	the	the	DET
epaa-363	17	44	models	model	NOUN
epaa-363	17	45	.	.	PUNCT
epaa-363	18	1	in	in	ADP
epaa-363	18	2	all	all	DET
epaa-363	18	3	four	four	NUM
epaa-363	18	4	countries	country	NOUN
epaa-363	18	5	,	,	PUNCT
epaa-363	18	6	these	these	DET
epaa-363	18	7	sparse	sparse	ADJ
epaa-363	18	8	models	model	NOUN
epaa-363	18	9	predicted	predict	VERB
epaa-363	18	10	most	most	ADJ
epaa-363	18	11	of	of	ADP
epaa-363	18	12	the	the	DET
epaa-363	18	13	between	between	ADP
epaa-363	18	14	-	-	PUNCT
epaa-363	18	15	classroom	classroom	NOUN
epaa-363	18	16	score	score	NOUN
epaa-363	18	17	variance	variance	NOUN
epaa-363	18	18	(	(	PUNCT
epaa-363	18	19	from	from	ADP
epaa-363	18	20	59	59	NUM
epaa-363	18	21	to	to	PART
epaa-363	18	22	94	94	NUM
epaa-363	18	23	percent	percent	NOUN
epaa-363	18	24	)	)	PUNCT
epaa-363	18	25	but	but	CCONJ
epaa-363	18	26	very	very	ADV
epaa-363	18	27	little	little	ADJ
epaa-363	18	28	of	of	ADP
epaa-363	18	29	the	the	DET
epaa-363	18	30	within	within	ADP
epaa-363	18	31	-	-	PUNCT
epaa-363	18	32	classroom	classroom	NOUN
epaa-363	18	33	variance	variance	NOUN
epaa-363	18	34	.	.	PUNCT
epaa-363	19	1	korea	korea	PROPN
epaa-363	19	2	was	be	AUX
epaa-363	19	3	the	the	DET
epaa-363	19	4	only	only	ADJ
epaa-363	19	5	country	country	NOUN
epaa-363	19	6	in	in	ADP
epaa-363	19	7	which	which	PRON
epaa-363	19	8	the	the	DET
epaa-363	19	9	models	model	NOUN
epaa-363	19	10	predicted	predict	VERB
epaa-363	19	11	more	more	ADJ
epaa-363	19	12	than	than	ADP
epaa-363	19	13	5	5	NUM
epaa-363	19	14	percent	percent	NOUN
epaa-363	19	15	of	of	ADP
epaa-363	19	16	the	the	DET
epaa-363	19	17	within	within	ADP
epaa-363	19	18	-	-	PUNCT
epaa-363	19	19	classroom	classroom	NOUN
epaa-363	19	20	variance	variance	NOUN
epaa-363	19	21	in	in	ADP
epaa-363	19	22	scores	score	NOUN
epaa-363	19	23	.	.	PUNCT
epaa-363	20	1	in	in	ADP
epaa-363	20	2	the	the	DET
epaa-363	20	3	u.s	u.s	PROPN
epaa-363	20	4	.	.	PROPN
epaa-363	20	5	and	and	CCONJ
epaa-363	20	6	hong	hong	PROPN
epaa-363	20	7	kong	kong	PROPN
epaa-363	20	8	,	,	PUNCT
epaa-363	20	9	the	the	DET
epaa-363	20	10	models	model	NOUN
epaa-363	20	11	predicted	predict	VERB
epaa-363	20	12	about	about	ADV
epaa-363	20	13	one	one	NUM
epaa-363	20	14	-	-	PUNCT
epaa-363	20	15	third	third	NOUN
epaa-363	20	16	of	of	ADP
epaa-363	20	17	the	the	DET
epaa-363	20	18	total	total	ADJ
epaa-363	20	19	score	score	NOUN
epaa-363	20	20	variance	variance	NOUN
epaa-363	20	21	,	,	PUNCT
epaa-363	20	22	and	and	CCONJ
epaa-363	20	23	almost	almost	ADV
epaa-363	20	24	all	all	PRON
epaa-363	20	25	of	of	ADP
epaa-363	20	26	this	this	DET
epaa-363	20	27	prediction	prediction	NOUN
epaa-363	20	28	was	be	AUX
epaa-363	20	29	attributable	attributable	ADJ
epaa-363	20	30	to	to	ADP
epaa-363	20	31	between	between	ADP
epaa-363	20	32	-	-	PUNCT
epaa-363	20	33	classroom	classroom	NOUN
epaa-363	20	34	differences	difference	NOUN
epaa-363	20	35	in	in	ADP
epaa-363	20	36	background	background	NOUN
epaa-363	20	37	variables	variable	NOUN
epaa-363	20	38	.	.	PUNCT
epaa-363	21	1	in	in	ADP
epaa-363	21	2	korea	korea	PROPN
epaa-363	21	3	,	,	PUNCT
epaa-363	21	4	only	only	ADV
epaa-363	21	5	19	19	NUM
epaa-363	21	6	percent	percent	NOUN
epaa-363	21	7	of	of	ADP
epaa-363	21	8	total	total	ADJ
epaa-363	21	9	score	score	NOUN
epaa-363	21	10	variance	variance	NOUN
epaa-363	21	11	was	be	AUX
epaa-363	21	12	predicted	predict	VERB
epaa-363	21	13	by	by	ADP
epaa-363	21	14	the	the	DET
epaa-363	21	15	model	model	NOUN
epaa-363	21	16	,	,	PUNCT
epaa-363	21	17	and	and	CCONJ
epaa-363	21	18	most	most	ADJ
epaa-363	21	19	of	of	ADP
epaa-363	21	20	this	this	DET
epaa-363	21	21	most	most	ADJ
epaa-363	21	22	of	of	ADP
epaa-363	21	23	this	this	PRON
epaa-363	21	24	was	be	AUX
epaa-363	21	25	attributable	attributable	ADJ
epaa-363	21	26	to	to	ADP
epaa-363	21	27	within	within	ADP
epaa-363	21	28	-	-	PUNCT
epaa-363	21	29	classroom	classroom	NOUN
epaa-363	21	30	variables	variable	NOUN
epaa-363	21	31	.	.	PUNCT
epaa-363	22	1	thus	thus	ADV
epaa-363	22	2	,	,	PUNCT
epaa-363	22	3	in	in	ADP
epaa-363	22	4	some	some	DET
epaa-363	22	5	instances	instance	NOUN
epaa-363	22	6	,	,	PUNCT
epaa-363	22	7	countries	country	NOUN
epaa-363	22	8	differ	differ	VERB
epaa-363	22	9	more	more	ADV
epaa-363	22	10	in	in	ADP
epaa-363	22	11	terms	term	NOUN
epaa-363	22	12	of	of	ADP
epaa-363	22	13	the	the	DET
epaa-363	22	14	structure	structure	NOUN
epaa-363	22	15	and	and	CCONJ
epaa-363	22	16	prediction	prediction	NOUN
epaa-363	22	17	of	of	ADP
epaa-363	22	18	performance	performance	NOUN
epaa-363	22	19	variance	variance	NOUN
epaa-363	22	20	than	than	ADP
epaa-363	22	21	in	in	ADP
epaa-363	22	22	the	the	DET
epaa-363	22	23	simple	simple	ADJ
epaa-363	22	24	amount	amount	NOUN
epaa-363	22	25	of	of	ADP
epaa-363	22	26	variance	variance	NOUN
epaa-363	22	27	.	.	PUNCT
epaa-363	23	1	timss	timss	PROPN
epaa-363	23	2	does	do	AUX
epaa-363	23	3	not	not	PART
epaa-363	23	4	provide	provide	VERB
epaa-363	23	5	a	a	DET
epaa-363	23	6	clear	clear	ADJ
epaa-363	23	7	explanation	explanation	NOUN
epaa-363	23	8	of	of	ADP
epaa-363	23	9	these	these	DET
epaa-363	23	10	differences	difference	NOUN
epaa-363	23	11	,	,	PUNCT
epaa-363	23	12	but	but	CCONJ
epaa-363	23	13	this	this	DET
epaa-363	23	14	paper	paper	NOUN
epaa-363	23	15	suggests	suggest	VERB
epaa-363	23	16	hypotheses	hypothesis	NOUN
epaa-363	23	17	that	that	PRON
epaa-363	23	18	warrant	warrant	VERB
epaa-363	23	19	further	further	ADJ
epaa-363	23	20	investigation	investigation	NOUN
epaa-363	23	21	.	.	PUNCT
epaa-363	24	1	introduction	introduction	NOUN
epaa-363	24	2	international	international	ADJ
epaa-363	24	3	comparisons	comparison	NOUN
epaa-363	24	4	of	of	ADP
epaa-363	24	5	average	average	ADJ
epaa-363	24	6	student	student	NOUN
epaa-363	24	7	performance	performance	NOUN
epaa-363	24	8	are	be	AUX
epaa-363	24	9	widely	widely	ADV
epaa-363	24	10	discussed	discuss	VERB
epaa-363	24	11	by	by	ADP
epaa-363	24	12	policymakers	policymaker	NOUN
epaa-363	24	13	and	and	CCONJ
epaa-363	24	14	the	the	DET
epaa-363	24	15	press	press	NOUN
epaa-363	24	16	and	and	CCONJ
epaa-363	24	17	have	have	AUX
epaa-363	24	18	had	have	VERB
epaa-363	24	19	a	a	DET
epaa-363	24	20	powerful	powerful	ADJ
epaa-363	24	21	influence	influence	NOUN
epaa-363	24	22	on	on	ADP
epaa-363	24	23	educational	educational	ADJ
epaa-363	24	24	debate	debate	NOUN
epaa-363	24	25	and	and	CCONJ
epaa-363	24	26	policy	policy	NOUN
epaa-363	24	27	in	in	ADP
epaa-363	24	28	the	the	DET
epaa-363	24	29	us	us	PROPN
epaa-363	24	30	.	.	PUNCT
epaa-363	25	1	in	in	ADP
epaa-363	25	2	an	an	DET
epaa-363	25	3	era	era	NOUN
epaa-363	25	4	when	when	SCONJ
epaa-363	25	5	traditional	traditional	ADJ
epaa-363	25	6	norm	norm	NOUN
epaa-363	25	7	-	-	PUNCT
epaa-363	25	8	referenced	reference	VERB
epaa-363	25	9	reporting	reporting	NOUN
epaa-363	25	10	of	of	ADP
epaa-363	25	11	student	student	NOUN
epaa-363	25	12	performance	performance	NOUN
epaa-363	25	13	ostensibly	ostensibly	ADV
epaa-363	25	14	has	have	AUX
epaa-363	25	15	gone	go	VERB
epaa-363	25	16	out	out	ADP
epaa-363	25	17	of	of	ADP
epaa-363	25	18	favor	favor	NOUN
epaa-363	25	19	,	,	PUNCT
epaa-363	25	20	"	"	PUNCT
epaa-363	25	21	country	country	NOUN
epaa-363	25	22	norms	norm	NOUN
epaa-363	25	23	"	"	PUNCT
epaa-363	25	24	have	have	AUX
epaa-363	25	25	become	become	VERB
epaa-363	25	26	an	an	DET
epaa-363	25	27	increasingly	increasingly	ADV
epaa-363	25	28	important	important	ADJ
epaa-363	25	29	indicator	indicator	NOUN
epaa-363	25	30	of	of	ADP
epaa-363	25	31	the	the	DET
epaa-363	25	32	success	success	NOUN
epaa-363	25	33	of	of	ADP
epaa-363	25	34	us	us	PROPN
epaa-363	25	35	education	education	NOUN
epaa-363	25	36	and	and	CCONJ
epaa-363	25	37	the	the	DET
epaa-363	25	38	levels	level	NOUN
epaa-363	25	39	of	of	ADP
epaa-363	25	40	performance	performance	NOUN
epaa-363	25	41	to	to	PART
epaa-363	25	42	which	which	PRON
epaa-363	25	43	this	this	DET
epaa-363	25	44	country	country	NOUN
epaa-363	25	45	should	should	AUX
epaa-363	25	46	aspire	aspire	VERB
epaa-363	25	47	.	.	PUNCT
epaa-363	26	1	the	the	DET
epaa-363	26	2	publication	publication	NOUN
epaa-363	26	3	of	of	ADP
epaa-363	26	4	the	the	DET
epaa-363	26	5	results	result	NOUN
epaa-363	26	6	of	of	ADP
epaa-363	26	7	the	the	DET
epaa-363	26	8	third	third	ADJ
epaa-363	26	9	international	international	ADJ
epaa-363	26	10	mathematics	mathematic	NOUN
epaa-363	26	11	and	and	CCONJ
epaa-363	26	12	science	science	NOUN
epaa-363	26	13	study	study	NOUN
epaa-363	26	14	(	(	PUNCT
epaa-363	26	15	timss	timss	PROPN
epaa-363	26	16	)	)	PUNCT
epaa-363	26	17	over	over	ADP
epaa-363	26	18	the	the	DET
epaa-363	26	19	past	past	ADJ
epaa-363	26	20	several	several	ADJ
epaa-363	26	21	years	year	NOUN
epaa-363	26	22	(	(	PUNCT
epaa-363	26	23	beaton	beaton	PROPN
epaa-363	26	24	et	et	PROPN
epaa-363	26	25	al	al	PROPN
epaa-363	26	26	.	.	PROPN
epaa-363	26	27	,	,	PUNCT
epaa-363	26	28	1996a	1996a	NUM
epaa-363	26	29	,	,	PUNCT
epaa-363	26	30	1996b	1996b	NUM
epaa-363	26	31	;	;	PUNCT
epaa-363	26	32	mullis	mullis	PROPN
epaa-363	26	33	et	et	PROPN
epaa-363	26	34	al	al	PROPN
epaa-363	26	35	.	.	PROPN
epaa-363	26	36	,	,	PUNCT
epaa-363	26	37	1997	1997	NUM
epaa-363	26	38	,	,	PUNCT
epaa-363	26	39	1998	1998	NUM
epaa-363	26	40	)	)	PUNCT
epaa-363	26	41	has	have	AUX
epaa-363	26	42	increased	increase	VERB
epaa-363	26	43	further	far	ADV
epaa-363	26	44	the	the	DET
epaa-363	26	45	prominence	prominence	NOUN
epaa-363	26	46	of	of	ADP
epaa-363	26	47	international	international	ADJ
epaa-363	26	48	comparisons	comparison	NOUN
epaa-363	26	49	in	in	ADP
epaa-363	26	50	the	the	DET
epaa-363	26	51	us	us	PROPN
epaa-363	26	52	debate	debate	NOUN
epaa-363	26	53	.	.	PUNCT
epaa-363	27	1	much	much	ADJ
epaa-363	27	2	of	of	ADP
epaa-363	27	3	the	the	DET
epaa-363	27	4	discussion	discussion	NOUN
epaa-363	27	5	of	of	ADP
epaa-363	27	6	international	international	ADJ
epaa-363	27	7	comparisons	comparison	NOUN
epaa-363	27	8	has	have	AUX
epaa-363	27	9	focused	focus	VERB
epaa-363	27	10	on	on	ADP
epaa-363	27	11	horse	horse	NOUN
epaa-363	27	12	-	-	PUNCT
epaa-363	27	13	race	race	NOUN
epaa-363	27	14	3	3	NUM
epaa-363	27	15	of	of	ADP
epaa-363	27	16	28	28	NUM
epaa-363	27	17	comparisons	comparison	NOUN
epaa-363	27	18	of	of	ADP
epaa-363	27	19	means	mean	NOUN
epaa-363	27	20	or	or	CCONJ
epaa-363	27	21	medians	median	NOUN
epaa-363	27	22	.	.	PUNCT
epaa-363	28	1	although	although	SCONJ
epaa-363	28	2	presented	present	VERB
epaa-363	28	3	in	in	ADP
epaa-363	28	4	timss	timss	PROPN
epaa-363	28	5	reports	report	NOUN
epaa-363	28	6	,	,	PUNCT
epaa-363	28	7	information	information	NOUN
epaa-363	28	8	on	on	ADP
epaa-363	28	9	the	the	DET
epaa-363	28	10	variability	variability	NOUN
epaa-363	28	11	of	of	ADP
epaa-363	28	12	student	student	NOUN
epaa-363	28	13	performance	performance	NOUN
epaa-363	28	14	has	have	AUX
epaa-363	28	15	usually	usually	ADV
epaa-363	28	16	been	be	AUX
epaa-363	28	17	ignored	ignore	VERB
epaa-363	28	18	in	in	ADP
epaa-363	28	19	the	the	DET
epaa-363	28	20	us	us	PROPN
epaa-363	28	21	debate	debate	NOUN
epaa-363	28	22	or	or	CCONJ
epaa-363	28	23	has	have	AUX
epaa-363	28	24	been	be	AUX
epaa-363	28	25	used	use	VERB
epaa-363	28	26	in	in	ADP
epaa-363	28	27	a	a	DET
epaa-363	28	28	lopsided	lopsided	ADJ
epaa-363	28	29	and	and	CCONJ
epaa-363	28	30	potentially	potentially	ADV
epaa-363	28	31	misleading	mislead	VERB
epaa-363	28	32	fashion	fashion	NOUN
epaa-363	28	33	.	.	PUNCT
epaa-363	29	1	typically	typically	ADV
epaa-363	29	2	,	,	PUNCT
epaa-363	29	3	the	the	DET
epaa-363	29	4	variability	variability	NOUN
epaa-363	29	5	in	in	ADP
epaa-363	29	6	the	the	DET
epaa-363	29	7	us	us	PROPN
epaa-363	29	8	has	have	AUX
epaa-363	29	9	been	be	AUX
epaa-363	29	10	considered	consider	VERB
epaa-363	29	11	,	,	PUNCT
epaa-363	29	12	while	while	SCONJ
epaa-363	29	13	the	the	DET
epaa-363	29	14	variability	variability	NOUN
epaa-363	29	15	in	in	ADP
epaa-363	29	16	the	the	DET
epaa-363	29	17	countries	country	NOUN
epaa-363	29	18	to	to	PART
epaa-363	29	19	which	which	PRON
epaa-363	29	20	the	the	DET
epaa-363	29	21	us	we	PRON
epaa-363	29	22	is	be	AUX
epaa-363	29	23	compared	compare	VERB
epaa-363	29	24	has	have	AUX
epaa-363	29	25	been	be	AUX
epaa-363	29	26	ignored	ignore	VERB
epaa-363	29	27	.	.	PUNCT
epaa-363	30	1	for	for	ADP
epaa-363	30	2	example	example	NOUN
epaa-363	30	3	,	,	PUNCT
epaa-363	30	4	earlier	early	ADV
epaa-363	30	5	this	this	DET
epaa-363	30	6	decade	decade	NOUN
epaa-363	30	7	,	,	PUNCT
epaa-363	30	8	the	the	DET
epaa-363	30	9	results	result	NOUN
epaa-363	30	10	of	of	ADP
epaa-363	30	11	the	the	DET
epaa-363	30	12	1991	1991	NUM
epaa-363	30	13	international	international	ADJ
epaa-363	30	14	assessment	assessment	NOUN
epaa-363	30	15	of	of	ADP
epaa-363	30	16	educational	educational	ADJ
epaa-363	30	17	progress	progress	NOUN
epaa-363	30	18	(	(	PUNCT
epaa-363	30	19	iaep	iaep	VERB
epaa-363	30	20	)	)	PUNCT
epaa-363	30	21	were	be	AUX
epaa-363	30	22	projected	project	VERB
epaa-363	30	23	onto	onto	ADP
epaa-363	30	24	the	the	DET
epaa-363	30	25	national	national	ADJ
epaa-363	30	26	assessment	assessment	NOUN
epaa-363	30	27	of	of	ADP
epaa-363	30	28	educational	educational	ADJ
epaa-363	30	29	progress	progress	NOUN
epaa-363	30	30	(	(	PUNCT
epaa-363	30	31	naep	naep	ADJ
epaa-363	30	32	)	)	PUNCT
epaa-363	30	33	scale	scale	NOUN
epaa-363	30	34	,	,	PUNCT
epaa-363	30	35	permitting	permit	VERB
epaa-363	30	36	comparison	comparison	NOUN
epaa-363	30	37	of	of	ADP
epaa-363	30	38	countries	country	NOUN
epaa-363	30	39	participating	participate	VERB
epaa-363	30	40	in	in	ADP
epaa-363	30	41	iaep	iaep	ADJ
epaa-363	30	42	to	to	ADP
epaa-363	30	43	states	state	NOUN
epaa-363	30	44	participating	participate	VERB
epaa-363	30	45	in	in	ADP
epaa-363	30	46	the	the	DET
epaa-363	30	47	1992	1992	NUM
epaa-363	30	48	naep	naep	ADJ
epaa-363	30	49	trial	trial	NOUN
epaa-363	30	50	state	state	NOUN
epaa-363	30	51	assessment	assessment	NOUN
epaa-363	30	52	in	in	ADP
epaa-363	30	53	mathematics	mathematic	NOUN
epaa-363	30	54	.	.	PUNCT
epaa-363	31	1	these	these	DET
epaa-363	31	2	comparisons	comparison	NOUN
epaa-363	31	3	,	,	PUNCT
epaa-363	31	4	which	which	PRON
epaa-363	31	5	have	have	AUX
epaa-363	31	6	been	be	AUX
epaa-363	31	7	widely	widely	ADV
epaa-363	31	8	cited	cite	VERB
epaa-363	31	9	,	,	PUNCT
epaa-363	31	10	showed	show	VERB
epaa-363	31	11	that	that	SCONJ
epaa-363	31	12	the	the	DET
epaa-363	31	13	highest	highest	ADV
epaa-363	31	14	-	-	PUNCT
epaa-363	31	15	scoring	score	VERB
epaa-363	31	16	us	us	PROPN
epaa-363	31	17	states	state	NOUN
epaa-363	31	18	,	,	PUNCT
epaa-363	31	19	such	such	ADJ
epaa-363	31	20	as	as	ADP
epaa-363	31	21	iowa	iowa	PROPN
epaa-363	31	22	and	and	CCONJ
epaa-363	31	23	north	north	PROPN
epaa-363	31	24	dakota	dakota	PROPN
epaa-363	31	25	,	,	PUNCT
epaa-363	31	26	had	have	AUX
epaa-363	31	27	mean	mean	VERB
epaa-363	31	28	scores	score	NOUN
epaa-363	31	29	similar	similar	ADJ
epaa-363	31	30	to	to	ADP
epaa-363	31	31	those	those	PRON
epaa-363	31	32	of	of	ADP
epaa-363	31	33	the	the	DET
epaa-363	31	34	highest	highest	ADV
epaa-363	31	35	-	-	PUNCT
epaa-363	31	36	scoring	scoring	NOUN
epaa-363	31	37	countries	country	NOUN
epaa-363	31	38	,	,	PUNCT
epaa-363	31	39	such	such	ADJ
epaa-363	31	40	as	as	ADP
epaa-363	31	41	taiwan	taiwan	PROPN
epaa-363	31	42	and	and	CCONJ
epaa-363	31	43	korea	korea	PROPN
epaa-363	31	44	(	(	PUNCT
epaa-363	31	45	national	national	ADJ
epaa-363	31	46	center	center	NOUN
epaa-363	31	47	for	for	ADP
epaa-363	31	48	education	education	NOUN
epaa-363	31	49	statistics	statistic	NOUN
epaa-363	31	50	,	,	PUNCT
epaa-363	31	51	1996	1996	NUM
epaa-363	31	52	,	,	PUNCT
epaa-363	31	53	figure	figure	NOUN
epaa-363	31	54	25	25	NUM
epaa-363	31	55	)	)	PUNCT
epaa-363	31	56	.	.	PUNCT
epaa-363	32	1	high	high	ADJ
epaa-363	32	2	-	-	PUNCT
epaa-363	32	3	scoring	scoring	NOUN
epaa-363	32	4	regions	region	NOUN
epaa-363	32	5	in	in	ADP
epaa-363	32	6	taiwan	taiwan	PROPN
epaa-363	32	7	and	and	CCONJ
epaa-363	32	8	korea	korea	PROPN
epaa-363	32	9	,	,	PUNCT
epaa-363	32	10	however	however	ADV
epaa-363	32	11	,	,	PUNCT
epaa-363	32	12	were	be	AUX
epaa-363	32	13	not	not	PART
epaa-363	32	14	compared	compare	VERB
epaa-363	32	15	to	to	ADP
epaa-363	32	16	the	the	DET
epaa-363	32	17	us	us	PROPN
epaa-363	32	18	mean	mean	VERB
epaa-363	32	19	.	.	PUNCT
epaa-363	33	1	underlying	underlie	VERB
epaa-363	33	2	some	some	PRON
epaa-363	33	3	of	of	ADP
epaa-363	33	4	these	these	DET
epaa-363	33	5	comparisons	comparison	NOUN
epaa-363	33	6	appears	appear	VERB
epaa-363	33	7	to	to	PART
epaa-363	33	8	be	be	AUX
epaa-363	33	9	an	an	DET
epaa-363	33	10	expectation	expectation	NOUN
epaa-363	33	11	that	that	SCONJ
epaa-363	33	12	the	the	DET
epaa-363	33	13	variability	variability	NOUN
epaa-363	33	14	of	of	ADP
epaa-363	33	15	student	student	NOUN
epaa-363	33	16	performance	performance	NOUN
epaa-363	33	17	is	be	AUX
epaa-363	33	18	atypically	atypically	ADV
epaa-363	33	19	large	large	ADJ
epaa-363	33	20	in	in	ADP
epaa-363	33	21	the	the	DET
epaa-363	33	22	us	us	PROPN
epaa-363	33	23	.	.	PUNCT
epaa-363	34	1	indeed	indeed	ADV
epaa-363	34	2	,	,	PUNCT
epaa-363	34	3	some	some	DET
epaa-363	34	4	observers	observer	NOUN
epaa-363	34	5	have	have	AUX
epaa-363	34	6	made	make	VERB
epaa-363	34	7	this	this	DET
epaa-363	34	8	expectation	expectation	NOUN
epaa-363	34	9	explicit	explicit	ADJ
epaa-363	34	10	.	.	PUNCT
epaa-363	35	1	for	for	ADP
epaa-363	35	2	example	example	NOUN
epaa-363	35	3	,	,	PUNCT
epaa-363	35	4	berliner	berliner	NOUN
epaa-363	35	5	and	and	CCONJ
epaa-363	35	6	biddle	biddle	PROPN
epaa-363	35	7	,	,	PUNCT
epaa-363	35	8	in	in	ADP
epaa-363	35	9	disparaging	disparage	VERB
epaa-363	35	10	the	the	DET
epaa-363	35	11	utility	utility	NOUN
epaa-363	35	12	of	of	ADP
epaa-363	35	13	international	international	ADJ
epaa-363	35	14	comparisons	comparison	NOUN
epaa-363	35	15	of	of	ADP
epaa-363	35	16	mean	mean	ADJ
epaa-363	35	17	performance	performance	NOUN
epaa-363	35	18	,	,	PUNCT
epaa-363	35	19	wrote	write	VERB
epaa-363	35	20	:	:	PUNCT
epaa-363	35	21	the	the	DET
epaa-363	35	22	achievement	achievement	NOUN
epaa-363	35	23	of	of	ADP
epaa-363	35	24	american	american	PROPN
epaa-363	35	25	schools	school	NOUN
epaa-363	35	26	is	be	AUX
epaa-363	35	27	a	a	DET
epaa-363	35	28	lot	lot	NOUN
epaa-363	35	29	more	more	ADJ
epaa-363	35	30	variable	variable	ADJ
epaa-363	35	31	than	than	SCONJ
epaa-363	35	32	is	be	AUX
epaa-363	35	33	student	student	NOUN
epaa-363	35	34	achievement	achievement	NOUN
epaa-363	35	35	from	from	ADP
epaa-363	35	36	elsewhere….to	elsewhere….to	PROPN
epaa-363	35	37	put	put	VERB
epaa-363	35	38	it	it	PRON
epaa-363	35	39	baldly	baldly	ADV
epaa-363	35	40	,	,	PUNCT
epaa-363	35	41	american	american	PROPN
epaa-363	35	42	now	now	ADV
epaa-363	35	43	has	have	VERB
epaa-363	35	44	some	some	PRON
epaa-363	35	45	of	of	ADP
epaa-363	35	46	the	the	DET
epaa-363	35	47	finest	fine	ADJ
epaa-363	35	48	,	,	PUNCT
epaa-363	35	49	highest	highest	ADV
epaa-363	35	50	-	-	PUNCT
epaa-363	35	51	achieving	achieve	VERB
epaa-363	35	52	schools	school	NOUN
epaa-363	35	53	in	in	ADP
epaa-363	35	54	the	the	DET
epaa-363	35	55	world	world	NOUN
epaa-363	35	56	—	—	PUNCT
epaa-363	35	57	and	and	CCONJ
epaa-363	35	58	some	some	PRON
epaa-363	35	59	of	of	ADP
epaa-363	35	60	the	the	DET
epaa-363	35	61	most	most	ADV
epaa-363	35	62	miserable	miserable	ADJ
epaa-363	35	63	,	,	PUNCT
epaa-363	35	64	threatened	threaten	VERB
epaa-363	35	65	,	,	PUNCT
epaa-363	35	66	underfunded	underfunded	ADJ
epaa-363	35	67	educational	educational	ADJ
epaa-363	35	68	travesties	travesty	NOUN
epaa-363	35	69	,	,	PUNCT
epaa-363	35	70	which	which	PRON
epaa-363	35	71	would	would	AUX
epaa-363	35	72	fail	fail	VERB
epaa-363	35	73	by	by	ADP
epaa-363	35	74	any	any	DET
epaa-363	35	75	achievement	achievement	NOUN
epaa-363	35	76	standard	standard	NOUN
epaa-363	35	77	(	(	PUNCT
epaa-363	35	78	1995	1995	NUM
epaa-363	35	79	,	,	PUNCT
epaa-363	35	80	p.	p.	NOUN
epaa-363	35	81	58	58	NUM
epaa-363	35	82	,	,	PUNCT
epaa-363	35	83	emphasis	emphasis	NOUN
epaa-363	35	84	in	in	ADP
epaa-363	35	85	the	the	DET
epaa-363	35	86	original	original	NOUN
epaa-363	35	87	)	)	PUNCT
epaa-363	35	88	.	.	PUNCT
epaa-363	36	1	to	to	PART
epaa-363	36	2	buttress	buttress	VERB
epaa-363	36	3	this	this	DET
epaa-363	36	4	assertion	assertion	NOUN
epaa-363	36	5	,	,	PUNCT
epaa-363	36	6	they	they	PRON
epaa-363	36	7	cited	cite	VERB
epaa-363	36	8	the	the	DET
epaa-363	36	9	nces	nce	NOUN
epaa-363	36	10	comparisons	comparison	NOUN
epaa-363	36	11	of	of	ADP
epaa-363	36	12	us	us	PROPN
epaa-363	36	13	states	state	NOUN
epaa-363	36	14	and	and	CCONJ
epaa-363	36	15	foreign	foreign	ADJ
epaa-363	36	16	nations	nation	NOUN
epaa-363	36	17	noted	note	VERB
epaa-363	36	18	above	above	ADP
epaa-363	36	19	,	,	PUNCT
epaa-363	36	20	which	which	PRON
epaa-363	36	21	displayed	display	VERB
epaa-363	36	22	no	no	DET
epaa-363	36	23	information	information	NOUN
epaa-363	36	24	about	about	ADP
epaa-363	36	25	the	the	DET
epaa-363	36	26	variation	variation	NOUN
epaa-363	36	27	of	of	ADP
epaa-363	36	28	performance	performance	NOUN
epaa-363	36	29	in	in	ADP
epaa-363	36	30	other	other	ADJ
epaa-363	36	31	countries	country	NOUN
epaa-363	36	32	and	and	CCONJ
epaa-363	36	33	included	include	VERB
epaa-363	36	34	no	no	DET
epaa-363	36	35	information	information	NOUN
epaa-363	36	36	about	about	ADP
epaa-363	36	37	the	the	DET
epaa-363	36	38	variation	variation	NOUN
epaa-363	36	39	of	of	ADP
epaa-363	36	40	performance	performance	NOUN
epaa-363	36	41	among	among	ADP
epaa-363	36	42	schools	school	NOUN
epaa-363	36	43	within	within	ADP
epaa-363	36	44	any	any	DET
epaa-363	36	45	country	country	NOUN
epaa-363	36	46	.	.	PUNCT
epaa-363	37	1	research	research	NOUN
epaa-363	37	2	questions	question	NOUN
epaa-363	37	3	this	this	DET
epaa-363	37	4	study	study	NOUN
epaa-363	37	5	was	be	AUX
epaa-363	37	6	undertaken	undertake	VERB
epaa-363	37	7	to	to	PART
epaa-363	37	8	explore	explore	VERB
epaa-363	37	9	the	the	DET
epaa-363	37	10	variability	variability	NOUN
epaa-363	37	11	of	of	ADP
epaa-363	37	12	performance	performance	NOUN
epaa-363	37	13	in	in	ADP
epaa-363	37	14	the	the	DET
epaa-363	37	15	us	us	PROPN
epaa-363	37	16	and	and	CCONJ
epaa-363	37	17	several	several	ADJ
epaa-363	37	18	other	other	ADJ
epaa-363	37	19	countries	country	NOUN
epaa-363	37	20	using	use	VERB
epaa-363	37	21	timss	timss	PROPN
epaa-363	37	22	data	datum	NOUN
epaa-363	37	23	.	.	PUNCT
epaa-363	38	1	specifically	specifically	ADV
epaa-363	38	2	,	,	PUNCT
epaa-363	38	3	the	the	DET
epaa-363	38	4	study	study	NOUN
epaa-363	38	5	explored	explore	VERB
epaa-363	38	6	two	two	NUM
epaa-363	38	7	primary	primary	ADJ
epaa-363	38	8	questions	question	NOUN
epaa-363	38	9	:	:	PUNCT
epaa-363	38	10	how	how	SCONJ
epaa-363	38	11	large	large	ADJ
epaa-363	38	12	is	be	AUX
epaa-363	38	13	the	the	DET
epaa-363	38	14	performance	performance	NOUN
epaa-363	38	15	variation	variation	NOUN
epaa-363	38	16	in	in	ADP
epaa-363	38	17	our	our	PRON
epaa-363	38	18	sample	sample	NOUN
epaa-363	38	19	countries	country	NOUN
epaa-363	38	20	,	,	PUNCT
epaa-363	38	21	and	and	CCONJ
epaa-363	38	22	how	how	SCONJ
epaa-363	38	23	is	be	AUX
epaa-363	38	24	this	this	DET
epaa-363	38	25	variation	variation	NOUN
epaa-363	38	26	distributed	distribute	VERB
epaa-363	38	27	between	between	ADP
epaa-363	38	28	and	and	CCONJ
epaa-363	38	29	within	within	ADP
epaa-363	38	30	classrooms	classroom	NOUN
epaa-363	38	31	?	?	PUNCT
epaa-363	39	1	1	1	X
epaa-363	39	2	.	.	X
epaa-363	40	1	how	how	SCONJ
epaa-363	40	2	well	well	ADV
epaa-363	40	3	do	do	AUX
epaa-363	40	4	background	background	NOUN
epaa-363	40	5	variables	variable	NOUN
epaa-363	40	6	predict	predict	VERB
epaa-363	40	7	performance	performance	NOUN
epaa-363	40	8	variation	variation	NOUN
epaa-363	40	9	in	in	ADP
epaa-363	40	10	our	our	PRON
epaa-363	40	11	countries	country	NOUN
epaa-363	40	12	,	,	PUNCT
epaa-363	40	13	both	both	CCONJ
epaa-363	40	14	within	within	ADP
epaa-363	40	15	and	and	CCONJ
epaa-363	40	16	between	between	ADP
epaa-363	40	17	classrooms	classroom	NOUN
epaa-363	40	18	?	?	PUNCT
epaa-363	41	1	2	2	X
epaa-363	41	2	.	.	X
epaa-363	41	3	the	the	DET
epaa-363	41	4	results	result	NOUN
epaa-363	41	5	reported	report	VERB
epaa-363	41	6	here	here	ADV
epaa-363	41	7	are	be	AUX
epaa-363	41	8	limited	limit	VERB
epaa-363	41	9	to	to	ADP
epaa-363	41	10	mathematics	mathematic	NOUN
epaa-363	41	11	in	in	ADP
epaa-363	41	12	the	the	DET
epaa-363	41	13	higher	high	ADJ
epaa-363	41	14	grade	grade	NOUN
epaa-363	41	15	in	in	ADP
epaa-363	41	16	population	population	NOUN
epaa-363	41	17	2	2	NUM
epaa-363	41	18	(	(	PUNCT
epaa-363	41	19	grade	grade	NOUN
epaa-363	41	20	8)	8)	NUM
epaa-363	41	21	.	.	PUNCT
epaa-363	42	1	we	we	PRON
epaa-363	42	2	focused	focus	VERB
epaa-363	42	3	on	on	ADP
epaa-363	42	4	population	population	NOUN
epaa-363	42	5	2	2	NUM
epaa-363	42	6	rather	rather	ADV
epaa-363	42	7	than	than	ADP
epaa-363	42	8	population	population	NOUN
epaa-363	42	9	1	1	NUM
epaa-363	42	10	(	(	PUNCT
epaa-363	42	11	elementary	elementary	ADJ
epaa-363	42	12	grades	grade	NOUN
epaa-363	42	13	)	)	PUNCT
epaa-363	42	14	because	because	SCONJ
epaa-363	42	15	of	of	ADP
epaa-363	42	16	doubts	doubt	NOUN
epaa-363	42	17	about	about	ADP
epaa-363	42	18	the	the	DET
epaa-363	42	19	validity	validity	NOUN
epaa-363	42	20	and	and	CCONJ
epaa-363	42	21	utility	utility	NOUN
epaa-363	42	22	of	of	ADP
epaa-363	42	23	self	self	NOUN
epaa-363	42	24	-	-	PUNCT
epaa-363	42	25	report	report	NOUN
epaa-363	42	26	data	datum	NOUN
epaa-363	42	27	from	from	ADP
epaa-363	42	28	elementary	elementary	ADJ
epaa-363	42	29	school	school	NOUN
epaa-363	42	30	students.(note	students.(note	NUM
epaa-363	42	31	1	1	NUM
epaa-363	42	32	)	)	PUNCT
epaa-363	42	33	population	population	NOUN
epaa-363	42	34	3	3	NUM
epaa-363	42	35	(	(	PUNCT
epaa-363	42	36	end	end	NOUN
epaa-363	42	37	of	of	ADP
epaa-363	42	38	high	high	ADJ
epaa-363	42	39	school	school	NOUN
epaa-363	42	40	)	)	PUNCT
epaa-363	42	41	presented	present	VERB
epaa-363	42	42	formidable	formidable	ADJ
epaa-363	42	43	difficulties	difficulty	NOUN
epaa-363	42	44	of	of	ADP
epaa-363	42	45	sample	sample	NOUN
epaa-363	42	46	non	non	NOUN
epaa-363	42	47	-	-	NOUN
epaa-363	42	48	equivalence	equivalence	NOUN
epaa-363	42	49	.	.	PUNCT
epaa-363	43	1	the	the	DET
epaa-363	43	2	analyses	analysis	NOUN
epaa-363	43	3	focused	focus	VERB
epaa-363	43	4	on	on	ADP
epaa-363	43	5	mathematics	mathematic	NOUN
epaa-363	43	6	because	because	SCONJ
epaa-363	43	7	the	the	DET
epaa-363	43	8	timss	timss	PROPN
epaa-363	43	9	sample	sample	NOUN
epaa-363	43	10	design	design	NOUN
epaa-363	43	11	which	which	PRON
epaa-363	43	12	selected	select	VERB
epaa-363	43	13	students	student	NOUN
epaa-363	43	14	based	base	VERB
epaa-363	43	15	on	on	ADP
epaa-363	43	16	the	the	DET
epaa-363	43	17	mathematics	mathematics	NOUN
epaa-363	43	18	classes	class	NOUN
epaa-363	43	19	they	they	PRON
epaa-363	43	20	attended	attend	VERB
epaa-363	43	21	rather	rather	ADV
epaa-363	43	22	than	than	ADP
epaa-363	43	23	the	the	DET
epaa-363	43	24	science	science	NOUN
epaa-363	43	25	classes	class	NOUN
epaa-363	43	26	(	(	PUNCT
epaa-363	43	27	foy	foy	PROPN
epaa-363	43	28	,	,	PUNCT
epaa-363	43	29	rust	rust	NOUN
epaa-363	43	30	,	,	PUNCT
epaa-363	43	31	and	and	CCONJ
epaa-363	43	32	shleicher	shleicher	ADV
epaa-363	43	33	,	,	PUNCT
epaa-363	43	34	1996	1996	NUM
epaa-363	43	35	,	,	PUNCT
epaa-363	43	36	p.	p.	NOUN
epaa-363	43	37	4	4	NUM
epaa-363	43	38	-	-	SYM
epaa-363	43	39	7	7	NUM
epaa-363	43	40	)	)	PUNCT
epaa-363	43	41	.	.	PUNCT
epaa-363	44	1	this	this	DET
epaa-363	44	2	precluded	precluded	ADJ
epaa-363	44	3	decomposition	decomposition	NOUN
epaa-363	44	4	of	of	ADP
epaa-363	44	5	score	score	NOUN
epaa-363	44	6	variation	variation	NOUN
epaa-363	44	7	and	and	CCONJ
epaa-363	44	8	hierarchical	hierarchical	ADJ
epaa-363	44	9	modeling	modeling	NOUN
epaa-363	44	10	in	in	ADP
epaa-363	44	11	science	science	NOUN
epaa-363	44	12	.	.	PUNCT
epaa-363	45	1	4	4	NUM
epaa-363	45	2	of	of	ADP
epaa-363	45	3	28	28	NUM
epaa-363	45	4	methods	method	NOUN
epaa-363	45	5	to	to	PART
epaa-363	45	6	answer	answer	VERB
epaa-363	45	7	these	these	DET
epaa-363	45	8	research	research	NOUN
epaa-363	45	9	questions	question	NOUN
epaa-363	45	10	,	,	PUNCT
epaa-363	45	11	our	our	PRON
epaa-363	45	12	analyses	analysis	NOUN
epaa-363	45	13	proceeded	proceed	VERB
epaa-363	45	14	in	in	ADP
epaa-363	45	15	two	two	NUM
epaa-363	45	16	steps	step	NOUN
epaa-363	45	17	:	:	PUNCT
epaa-363	45	18	we	we	PRON
epaa-363	45	19	compared	compare	VERB
epaa-363	45	20	the	the	DET
epaa-363	45	21	distributions	distribution	NOUN
epaa-363	45	22	of	of	ADP
epaa-363	45	23	student	student	NOUN
epaa-363	45	24	-	-	PUNCT
epaa-363	45	25	level	level	NOUN
epaa-363	45	26	performance	performance	NOUN
epaa-363	45	27	across	across	ADP
epaa-363	45	28	all	all	DET
epaa-363	45	29	the	the	DET
epaa-363	45	30	countries	country	NOUN
epaa-363	45	31	in	in	ADP
epaa-363	45	32	the	the	DET
epaa-363	45	33	population	population	NOUN
epaa-363	45	34	2	2	NUM
epaa-363	45	35	sample	sample	NOUN
epaa-363	45	36	.	.	PUNCT
epaa-363	46	1	1	1	X
epaa-363	46	2	.	.	X
epaa-363	46	3	we	we	PRON
epaa-363	46	4	used	use	VERB
epaa-363	46	5	a	a	DET
epaa-363	46	6	smaller	small	ADJ
epaa-363	46	7	,	,	PUNCT
epaa-363	46	8	purposive	purposive	ADJ
epaa-363	46	9	subsample	subsample	NOUN
epaa-363	46	10	of	of	ADP
epaa-363	46	11	countries	country	NOUN
epaa-363	46	12	to	to	PART
epaa-363	46	13	analyze	analyze	VERB
epaa-363	46	14	the	the	DET
epaa-363	46	15	variability	variability	NOUN
epaa-363	46	16	in	in	ADP
epaa-363	46	17	student	student	NOUN
epaa-363	46	18	performance	performance	NOUN
epaa-363	46	19	between	between	ADP
epaa-363	46	20	and	and	CCONJ
epaa-363	46	21	within	within	ADP
epaa-363	46	22	classrooms	classroom	NOUN
epaa-363	46	23	and	and	CCONJ
epaa-363	46	24	to	to	PART
epaa-363	46	25	explore	explore	VERB
epaa-363	46	26	the	the	DET
epaa-363	46	27	contributions	contribution	NOUN
epaa-363	46	28	of	of	ADP
epaa-363	46	29	student	student	NOUN
epaa-363	46	30	background	background	NOUN
epaa-363	46	31	characteristics	characteristic	NOUN
epaa-363	46	32	to	to	ADP
epaa-363	46	33	both	both	PRON
epaa-363	46	34	of	of	ADP
epaa-363	46	35	these	these	DET
epaa-363	46	36	sources	source	NOUN
epaa-363	46	37	of	of	ADP
epaa-363	46	38	variability	variability	NOUN
epaa-363	46	39	.	.	PUNCT
epaa-363	47	1	2	2	X
epaa-363	47	2	.	.	X
epaa-363	47	3	the	the	DET
epaa-363	47	4	performance	performance	NOUN
epaa-363	47	5	measure	measure	NOUN
epaa-363	47	6	used	use	VERB
epaa-363	47	7	in	in	ADP
epaa-363	47	8	all	all	DET
epaa-363	47	9	analyses	analysis	NOUN
epaa-363	47	10	was	be	AUX
epaa-363	47	11	bimatscr	bimatscr	NOUN
epaa-363	47	12	,	,	PUNCT
epaa-363	47	13	the	the	DET
epaa-363	47	14	"	"	PUNCT
epaa-363	47	15	international	international	ADJ
epaa-363	47	16	mathematics	mathematic	NOUN
epaa-363	47	17	achievement	achievement	NOUN
epaa-363	47	18	score	score	NOUN
epaa-363	47	19	"	"	PUNCT
epaa-363	47	20	(	(	PUNCT
epaa-363	47	21	gonzalez	gonzalez	PROPN
epaa-363	47	22	,	,	PUNCT
epaa-363	47	23	smith	smith	PROPN
epaa-363	47	24	et	et	PROPN
epaa-363	47	25	al	al	PROPN
epaa-363	47	26	.	.	PROPN
epaa-363	47	27	,	,	PUNCT
epaa-363	47	28	1997	1997	NUM
epaa-363	47	29	)	)	PUNCT
epaa-363	47	30	used	use	VERB
epaa-363	47	31	in	in	ADP
epaa-363	47	32	timss	timss	NOUN
epaa-363	47	33	published	publish	VERB
epaa-363	47	34	reports	report	NOUN
epaa-363	47	35	for	for	ADP
epaa-363	47	36	population	population	NOUN
epaa-363	47	37	2	2	NUM
epaa-363	47	38	.	.	PUNCT
epaa-363	47	39	technically	technically	ADV
epaa-363	47	40	,	,	PUNCT
epaa-363	47	41	bimatscr	bimatscr	NOUN
epaa-363	47	42	is	be	AUX
epaa-363	47	43	not	not	PART
epaa-363	47	44	a	a	DET
epaa-363	47	45	score	score	NOUN
epaa-363	47	46	in	in	ADP
epaa-363	47	47	the	the	DET
epaa-363	47	48	traditional	traditional	ADJ
epaa-363	47	49	sense	sense	NOUN
epaa-363	47	50	,	,	PUNCT
epaa-363	47	51	but	but	CCONJ
epaa-363	47	52	it	it	PRON
epaa-363	47	53	is	be	AUX
epaa-363	47	54	labeled	label	VERB
epaa-363	47	55	a	a	DET
epaa-363	47	56	score	score	NOUN
epaa-363	47	57	here	here	ADV
epaa-363	47	58	for	for	ADP
epaa-363	47	59	simplicity	simplicity	NOUN
epaa-363	47	60	.	.	PUNCT
epaa-363	48	1	timss	timss	PROPN
epaa-363	48	2	was	be	AUX
epaa-363	48	3	designed	design	VERB
epaa-363	48	4	to	to	PART
epaa-363	48	5	provide	provide	VERB
epaa-363	48	6	aggregate	aggregate	ADJ
epaa-363	48	7	estimates	estimate	NOUN
epaa-363	48	8	but	but	CCONJ
epaa-363	48	9	not	not	PART
epaa-363	48	10	scores	score	NOUN
epaa-363	48	11	for	for	ADP
epaa-363	48	12	individual	individual	ADJ
epaa-363	48	13	students	student	NOUN
epaa-363	48	14	.	.	PUNCT
epaa-363	49	1	in	in	ADP
epaa-363	49	2	lieu	lieu	NOUN
epaa-363	49	3	of	of	ADP
epaa-363	49	4	scores	score	NOUN
epaa-363	49	5	,	,	PUNCT
epaa-363	49	6	timss	timss	NOUN
epaa-363	49	7	provides	provide	VERB
epaa-363	49	8	for	for	ADP
epaa-363	49	9	each	each	DET
epaa-363	49	10	student	student	NOUN
epaa-363	49	11	five	five	NUM
epaa-363	49	12	plausible	plausible	ADJ
epaa-363	49	13	values	value	NOUN
epaa-363	49	14	,	,	PUNCT
epaa-363	49	15	which	which	PRON
epaa-363	49	16	are	be	AUX
epaa-363	49	17	"	"	PUNCT
epaa-363	49	18	random	random	ADJ
epaa-363	49	19	draws	draw	NOUN
epaa-363	49	20	from	from	ADP
epaa-363	49	21	the	the	DET
epaa-363	49	22	estimated	estimate	VERB
epaa-363	49	23	ability	ability	NOUN
epaa-363	49	24	distribution	distribution	NOUN
epaa-363	49	25	of	of	ADP
epaa-363	49	26	students	student	NOUN
epaa-363	49	27	with	with	ADP
epaa-363	49	28	similar	similar	ADJ
epaa-363	49	29	item	item	NOUN
epaa-363	49	30	response	response	NOUN
epaa-363	49	31	patterns	pattern	NOUN
epaa-363	49	32	and	and	CCONJ
epaa-363	49	33	background	background	NOUN
epaa-363	49	34	characteristics	characteristic	NOUN
epaa-363	49	35	"	"	PUNCT
epaa-363	49	36	(	(	PUNCT
epaa-363	49	37	gonzalez	gonzalez	PROPN
epaa-363	49	38	,	,	PUNCT
epaa-363	49	39	smith	smith	PROPN
epaa-363	49	40	et	et	PROPN
epaa-363	49	41	al	al	PROPN
epaa-363	49	42	.	.	PROPN
epaa-363	49	43	,	,	PUNCT
epaa-363	49	44	1997	1997	NUM
epaa-363	49	45	,	,	PUNCT
epaa-363	49	46	p.	p.	NOUN
epaa-363	49	47	5	5	NUM
epaa-363	49	48	-	-	SYM
epaa-363	49	49	1	1	NUM
epaa-363	49	50	)	)	PUNCT
epaa-363	49	51	.	.	PUNCT
epaa-363	50	1	in	in	ADP
epaa-363	50	2	this	this	DET
epaa-363	50	3	respect	respect	NOUN
epaa-363	50	4	,	,	PUNCT
epaa-363	50	5	timss	timss	PROPN
epaa-363	50	6	followed	follow	VERB
epaa-363	50	7	a	a	DET
epaa-363	50	8	variant	variant	NOUN
epaa-363	50	9	of	of	ADP
epaa-363	50	10	the	the	DET
epaa-363	50	11	procedures	procedure	NOUN
epaa-363	50	12	naep	naep	ADJ
epaa-363	50	13	has	have	AUX
epaa-363	50	14	used	use	VERB
epaa-363	50	15	since	since	SCONJ
epaa-363	50	16	1984	1984	NUM
epaa-363	50	17	.	.	PUNCT
epaa-363	51	1	in	in	ADP
epaa-363	51	2	the	the	DET
epaa-363	51	3	case	case	NOUN
epaa-363	51	4	of	of	ADP
epaa-363	51	5	population	population	NOUN
epaa-363	51	6	2	2	NUM
epaa-363	51	7	,	,	PUNCT
epaa-363	51	8	however	however	ADV
epaa-363	51	9	,	,	PUNCT
epaa-363	51	10	scores	score	NOUN
epaa-363	51	11	were	be	AUX
epaa-363	51	12	conditioned	condition	VERB
epaa-363	51	13	only	only	ADV
epaa-363	51	14	on	on	ADP
epaa-363	51	15	country	country	NOUN
epaa-363	51	16	,	,	PUNCT
epaa-363	51	17	gender	gender	NOUN
epaa-363	51	18	,	,	PUNCT
epaa-363	51	19	and	and	CCONJ
epaa-363	51	20	class	class	NOUN
epaa-363	51	21	mean	mean	NOUN
epaa-363	51	22	,	,	PUNCT
epaa-363	51	23	not	not	PART
epaa-363	51	24	on	on	ADP
epaa-363	51	25	background	background	NOUN
epaa-363	51	26	variables	variable	NOUN
epaa-363	51	27	(	(	PUNCT
epaa-363	51	28	gonzalez	gonzalez	PROPN
epaa-363	51	29	,	,	PUNCT
epaa-363	51	30	1998	1998	NUM
epaa-363	51	31	)	)	PUNCT
epaa-363	51	32	.	.	PUNCT
epaa-363	52	1	in	in	ADP
epaa-363	52	2	theory	theory	NOUN
epaa-363	52	3	,	,	PUNCT
epaa-363	52	4	the	the	DET
epaa-363	52	5	variance	variance	NOUN
epaa-363	52	6	of	of	ADP
epaa-363	52	7	repeated	repeat	VERB
epaa-363	52	8	estimates	estimate	NOUN
epaa-363	52	9	using	use	VERB
epaa-363	52	10	different	different	ADJ
epaa-363	52	11	plausible	plausible	ADJ
epaa-363	52	12	values	value	NOUN
epaa-363	52	13	should	should	AUX
epaa-363	52	14	be	be	AUX
epaa-363	52	15	added	add	VERB
epaa-363	52	16	to	to	ADP
epaa-363	52	17	the	the	DET
epaa-363	52	18	sampling	sample	VERB
epaa-363	52	19	variance	variance	NOUN
epaa-363	52	20	to	to	PART
epaa-363	52	21	obtain	obtain	VERB
epaa-363	52	22	an	an	DET
epaa-363	52	23	estimate	estimate	NOUN
epaa-363	52	24	of	of	ADP
epaa-363	52	25	error	error	NOUN
epaa-363	52	26	variance	variance	NOUN
epaa-363	52	27	for	for	ADP
epaa-363	52	28	statistics	statistic	NOUN
epaa-363	52	29	calculated	calculate	VERB
epaa-363	52	30	with	with	ADP
epaa-363	52	31	plausible	plausible	ADJ
epaa-363	52	32	values	value	NOUN
epaa-363	52	33	.	.	PUNCT
epaa-363	53	1	however	however	ADV
epaa-363	53	2	,	,	PUNCT
epaa-363	53	3	gonzalez	gonzalez	PROPN
epaa-363	53	4	,	,	PUNCT
epaa-363	53	5	smith	smith	PROPN
epaa-363	53	6	et	et	PROPN
epaa-363	53	7	al	al	PROPN
epaa-363	53	8	.	.	PROPN
epaa-363	54	1	(	(	PUNCT
epaa-363	54	2	1997	1997	NUM
epaa-363	54	3	,	,	PUNCT
epaa-363	54	4	p.	p.	NOUN
epaa-363	54	5	5	5	NUM
epaa-363	54	6	-	-	SYM
epaa-363	54	7	8)	8)	NUM
epaa-363	54	8	report	report	NOUN
epaa-363	54	9	that	that	SCONJ
epaa-363	54	10	the	the	DET
epaa-363	54	11	intercorrelations	intercorrelation	NOUN
epaa-363	54	12	among	among	ADP
epaa-363	54	13	timss	timss	PROPN
epaa-363	54	14	plausible	plausible	ADJ
epaa-363	54	15	values	value	NOUN
epaa-363	54	16	are	be	AUX
epaa-363	54	17	so	so	ADV
epaa-363	54	18	high	high	ADJ
epaa-363	54	19	that	that	SCONJ
epaa-363	54	20	this	this	DET
epaa-363	54	21	error	error	NOUN
epaa-363	54	22	component	component	NOUN
epaa-363	54	23	can	can	AUX
epaa-363	54	24	be	be	AUX
epaa-363	54	25	ignored	ignore	VERB
epaa-363	54	26	.	.	PUNCT
epaa-363	55	1	it	it	PRON
epaa-363	55	2	was	be	AUX
epaa-363	55	3	not	not	PART
epaa-363	55	4	calculated	calculate	VERB
epaa-363	55	5	for	for	ADP
epaa-363	55	6	statistics	statistic	NOUN
epaa-363	55	7	reported	report	VERB
epaa-363	55	8	in	in	ADP
epaa-363	55	9	this	this	DET
epaa-363	55	10	paper	paper	NOUN
epaa-363	55	11	.	.	PUNCT
epaa-363	56	1	the	the	DET
epaa-363	56	2	step	step	NOUN
epaa-363	56	3	1	1	NUM
epaa-363	56	4	analyses	analysis	NOUN
epaa-363	56	5	are	be	AUX
epaa-363	56	6	purely	purely	ADV
epaa-363	56	7	descriptive	descriptive	ADJ
epaa-363	56	8	and	and	CCONJ
epaa-363	56	9	use	use	VERB
epaa-363	56	10	data	datum	NOUN
epaa-363	56	11	available	available	ADJ
epaa-363	56	12	in	in	ADP
epaa-363	56	13	timss	timss	PROPN
epaa-363	56	14	publications	publication	NOUN
epaa-363	56	15	(	(	PUNCT
epaa-363	56	16	beaton	beaton	PROPN
epaa-363	56	17	et	et	PROPN
epaa-363	56	18	al	al	PROPN
epaa-363	56	19	.	.	PROPN
epaa-363	56	20	,	,	PUNCT
epaa-363	56	21	1996a	1996a	NUM
epaa-363	56	22	and	and	CCONJ
epaa-363	56	23	1996b	1996b	NUM
epaa-363	56	24	;	;	PUNCT
epaa-363	56	25	mullis	mullis	PROPN
epaa-363	56	26	,	,	PUNCT
epaa-363	56	27	et	et	PROPN
epaa-363	56	28	al	al	PROPN
epaa-363	56	29	.	.	PROPN
epaa-363	56	30	,	,	PUNCT
epaa-363	56	31	1997	1997	NUM
epaa-363	56	32	,	,	PUNCT
epaa-363	56	33	martin	martin	PROPN
epaa-363	56	34	et	et	PROPN
epaa-363	56	35	al	al	PROPN
epaa-363	56	36	.	.	PROPN
epaa-363	56	37	,	,	PUNCT
epaa-363	56	38	1997	1997	NUM
epaa-363	56	39	)	)	PUNCT
epaa-363	56	40	.	.	PUNCT
epaa-363	57	1	our	our	PRON
epaa-363	57	2	initial	initial	ADJ
epaa-363	57	3	purposive	purposive	ADJ
epaa-363	57	4	subsample	subsample	NOUN
epaa-363	57	5	for	for	ADP
epaa-363	57	6	the	the	DET
epaa-363	57	7	more	more	ADV
epaa-363	57	8	detailed	detailed	ADJ
epaa-363	57	9	analyses	analysis	NOUN
epaa-363	57	10	in	in	ADP
epaa-363	57	11	step	step	NOUN
epaa-363	57	12	2	2	NUM
epaa-363	57	13	included	include	VERB
epaa-363	57	14	seven	seven	NUM
epaa-363	57	15	counties	county	NOUN
epaa-363	57	16	:	:	PUNCT
epaa-363	57	17	australia	australia	PROPN
epaa-363	57	18	,	,	PUNCT
epaa-363	57	19	france	france	PROPN
epaa-363	57	20	,	,	PUNCT
epaa-363	57	21	germany	germany	PROPN
epaa-363	57	22	,	,	PUNCT
epaa-363	57	23	japan	japan	PROPN
epaa-363	57	24	,	,	PUNCT
epaa-363	57	25	hong	hong	PROPN
epaa-363	57	26	kong	kong	PROPN
epaa-363	57	27	,	,	PUNCT
epaa-363	57	28	korea	korea	PROPN
epaa-363	57	29	,	,	PUNCT
epaa-363	57	30	and	and	CCONJ
epaa-363	57	31	the	the	DET
epaa-363	57	32	us	us	PROPN
epaa-363	57	33	.	.	PUNCT
epaa-363	58	1	japan	japan	PROPN
epaa-363	58	2	and	and	CCONJ
epaa-363	58	3	korea	korea	PROPN
epaa-363	58	4	were	be	AUX
epaa-363	58	5	selected	select	VERB
epaa-363	58	6	because	because	SCONJ
epaa-363	58	7	they	they	PRON
epaa-363	58	8	are	be	AUX
epaa-363	58	9	often	often	ADV
epaa-363	58	10	used	use	VERB
epaa-363	58	11	as	as	ADP
epaa-363	58	12	examples	example	NOUN
epaa-363	58	13	of	of	ADP
epaa-363	58	14	high	high	ADV
epaa-363	58	15	-	-	PUNCT
epaa-363	58	16	performing	perform	VERB
epaa-363	58	17	countries	country	NOUN
epaa-363	58	18	in	in	ADP
epaa-363	58	19	comparisons	comparison	NOUN
epaa-363	58	20	with	with	ADP
epaa-363	58	21	the	the	DET
epaa-363	58	22	us	us	PROPN
epaa-363	58	23	.	.	PUNCT
epaa-363	59	1	germany	germany	PROPN
epaa-363	59	2	was	be	AUX
epaa-363	59	3	included	include	VERB
epaa-363	59	4	because	because	SCONJ
epaa-363	59	5	it	it	PRON
epaa-363	59	6	is	be	AUX
epaa-363	59	7	often	often	ADV
epaa-363	59	8	noted	note	VERB
epaa-363	59	9	in	in	ADP
epaa-363	59	10	discussions	discussion	NOUN
epaa-363	59	11	of	of	ADP
epaa-363	59	12	the	the	DET
epaa-363	59	13	competitiveness	competitiveness	NOUN
epaa-363	59	14	of	of	ADP
epaa-363	59	15	the	the	DET
epaa-363	59	16	us	us	PROPN
epaa-363	59	17	workforce	workforce	NOUN
epaa-363	59	18	.	.	PUNCT
epaa-363	60	1	hong	hong	PROPN
epaa-363	60	2	kong	kong	PROPN
epaa-363	60	3	was	be	AUX
epaa-363	60	4	included	include	VERB
epaa-363	60	5	because	because	SCONJ
epaa-363	60	6	it	it	PRON
epaa-363	60	7	has	have	AUX
epaa-363	60	8	both	both	DET
epaa-363	60	9	parallels	parallel	NOUN
epaa-363	60	10	with	with	ADP
epaa-363	60	11	and	and	CCONJ
epaa-363	60	12	interesting	interesting	ADJ
epaa-363	60	13	differences	difference	NOUN
epaa-363	60	14	from	from	ADP
epaa-363	60	15	japan	japan	PROPN
epaa-363	60	16	and	and	CCONJ
epaa-363	60	17	korea	korea	PROPN
epaa-363	60	18	.	.	PUNCT
epaa-363	61	1	france	france	PROPN
epaa-363	61	2	was	be	AUX
epaa-363	61	3	included	include	VERB
epaa-363	61	4	because	because	SCONJ
epaa-363	61	5	in	in	ADP
epaa-363	61	6	eighth	eighth	ADJ
epaa-363	61	7	-	-	PUNCT
epaa-363	61	8	grade	grade	NOUN
epaa-363	61	9	mathematics	mathematic	NOUN
epaa-363	61	10	,	,	PUNCT
epaa-363	61	11	it	it	PRON
epaa-363	61	12	showed	show	VERB
epaa-363	61	13	an	an	DET
epaa-363	61	14	unusually	unusually	ADV
epaa-363	61	15	small	small	ADJ
epaa-363	61	16	variance	variance	NOUN
epaa-363	61	17	of	of	ADP
epaa-363	61	18	performance	performance	NOUN
epaa-363	61	19	.	.	PUNCT
epaa-363	62	1	australia	australia	PROPN
epaa-363	62	2	was	be	AUX
epaa-363	62	3	considered	consider	VERB
epaa-363	62	4	primarily	primarily	ADV
epaa-363	62	5	for	for	ADP
epaa-363	62	6	methodological	methodological	ADJ
epaa-363	62	7	reasons	reason	NOUN
epaa-363	62	8	.	.	PUNCT
epaa-363	63	1	although	although	SCONJ
epaa-363	63	2	we	we	PRON
epaa-363	63	3	present	present	VERB
epaa-363	63	4	some	some	DET
epaa-363	63	5	results	result	NOUN
epaa-363	63	6	for	for	ADP
epaa-363	63	7	all	all	DET
epaa-363	63	8	seven	seven	NUM
epaa-363	63	9	countries	country	NOUN
epaa-363	63	10	,	,	PUNCT
epaa-363	63	11	we	we	PRON
epaa-363	63	12	limited	limit	VERB
epaa-363	63	13	modeling	modeling	NOUN
epaa-363	63	14	of	of	ADP
epaa-363	63	15	the	the	DET
epaa-363	63	16	predictors	predictor	NOUN
epaa-363	63	17	of	of	ADP
epaa-363	63	18	variance	variance	NOUN
epaa-363	63	19	to	to	ADP
epaa-363	63	20	four	four	NUM
epaa-363	63	21	:	:	PUNCT
epaa-363	63	22	the	the	DET
epaa-363	63	23	us	us	PROPN
epaa-363	63	24	,	,	PUNCT
epaa-363	63	25	france	france	PROPN
epaa-363	63	26	,	,	PUNCT
epaa-363	63	27	hong	hong	PROPN
epaa-363	63	28	kong	kong	PROPN
epaa-363	63	29	,	,	PUNCT
epaa-363	63	30	and	and	CCONJ
epaa-363	63	31	korea	korea	PROPN
epaa-363	63	32	.	.	PUNCT
epaa-363	64	1	students	student	NOUN
epaa-363	64	2	in	in	ADP
epaa-363	64	3	japan	japan	PROPN
epaa-363	64	4	did	do	AUX
epaa-363	64	5	not	not	PART
epaa-363	64	6	complete	complete	VERB
epaa-363	64	7	the	the	DET
epaa-363	64	8	survey	survey	NOUN
epaa-363	64	9	items	item	NOUN
epaa-363	64	10	used	use	VERB
epaa-363	64	11	in	in	ADP
epaa-363	64	12	the	the	DET
epaa-363	64	13	modeling	modeling	NOUN
epaa-363	64	14	.	.	PUNCT
epaa-363	65	1	response	response	NOUN
epaa-363	65	2	patterns	pattern	NOUN
epaa-363	65	3	for	for	ADP
epaa-363	65	4	students	student	NOUN
epaa-363	65	5	in	in	ADP
epaa-363	65	6	germany	germany	PROPN
epaa-363	65	7	made	make	VERB
epaa-363	65	8	us	we	PRON
epaa-363	65	9	suspicious	suspicious	ADJ
epaa-363	65	10	of	of	ADP
epaa-363	65	11	that	that	DET
epaa-363	65	12	country	country	NOUN
epaa-363	65	13	's	's	PART
epaa-363	65	14	data	datum	NOUN
epaa-363	65	15	.	.	PUNCT
epaa-363	66	1	since	since	SCONJ
epaa-363	66	2	australia	australia	PROPN
epaa-363	66	3	was	be	AUX
epaa-363	66	4	included	include	VERB
epaa-363	66	5	more	more	ADJ
epaa-363	66	6	for	for	ADP
epaa-363	66	7	methodological	methodological	ADJ
epaa-363	66	8	than	than	ADP
epaa-363	66	9	for	for	ADP
epaa-363	66	10	substantive	substantive	ADJ
epaa-363	66	11	reasons	reason	NOUN
epaa-363	66	12	,	,	PUNCT
epaa-363	66	13	we	we	PRON
epaa-363	66	14	dropped	drop	VERB
epaa-363	66	15	it	it	PRON
epaa-363	66	16	from	from	ADP
epaa-363	66	17	the	the	DET
epaa-363	66	18	modeling	modeling	NOUN
epaa-363	66	19	because	because	SCONJ
epaa-363	66	20	of	of	ADP
epaa-363	66	21	similarities	similarity	NOUN
epaa-363	66	22	in	in	ADP
epaa-363	66	23	the	the	DET
epaa-363	66	24	preliminary	preliminary	ADJ
epaa-363	66	25	results	result	NOUN
epaa-363	66	26	from	from	ADP
epaa-363	66	27	australia	australia	PROPN
epaa-363	66	28	and	and	CCONJ
epaa-363	66	29	other	other	ADJ
epaa-363	66	30	countries	country	NOUN
epaa-363	66	31	.	.	PUNCT
epaa-363	67	1	in	in	ADP
epaa-363	67	2	our	our	PRON
epaa-363	67	3	second	second	ADJ
epaa-363	67	4	stage	stage	NOUN
epaa-363	67	5	analyses	analysis	NOUN
epaa-363	67	6	we	we	PRON
epaa-363	67	7	decomposed	decompose	VERB
epaa-363	67	8	the	the	DET
epaa-363	67	9	variance	variance	NOUN
epaa-363	67	10	among	among	ADP
epaa-363	67	11	students	student	NOUN
epaa-363	67	12	scores	score	NOUN
epaa-363	67	13	from	from	ADP
epaa-363	67	14	each	each	PRON
epaa-363	67	15	of	of	ADP
epaa-363	67	16	the	the	DET
epaa-363	67	17	countries	country	NOUN
epaa-363	67	18	into	into	ADP
epaa-363	67	19	the	the	DET
epaa-363	67	20	variance	variance	NOUN
epaa-363	67	21	within	within	ADP
epaa-363	67	22	classrooms	classroom	NOUN
epaa-363	67	23	and	and	CCONJ
epaa-363	67	24	the	the	DET
epaa-363	67	25	variance	variance	NOUN
epaa-363	67	26	between	between	ADP
epaa-363	67	27	classrooms	classroom	NOUN
epaa-363	67	28	,	,	PUNCT
epaa-363	67	29	and	and	CCONJ
epaa-363	67	30	in	in	ADP
epaa-363	67	31	the	the	DET
epaa-363	67	32	four	four	NUM
epaa-363	67	33	primary	primary	ADJ
epaa-363	67	34	countries	country	NOUN
epaa-363	67	35	,	,	PUNCT
epaa-363	67	36	we	we	PRON
epaa-363	67	37	explored	explore	VERB
epaa-363	67	38	the	the	DET
epaa-363	67	39	predictors	predictor	NOUN
epaa-363	67	40	of	of	ADP
epaa-363	67	41	variance	variance	NOUN
epaa-363	67	42	at	at	ADP
epaa-363	67	43	each	each	PRON
epaa-363	67	44	of	of	ADP
epaa-363	67	45	these	these	DET
epaa-363	67	46	levels	level	NOUN
epaa-363	67	47	.	.	PUNCT
epaa-363	68	1	ideally	ideally	ADV
epaa-363	68	2	one	one	PRON
epaa-363	68	3	would	would	AUX
epaa-363	68	4	want	want	VERB
epaa-363	68	5	to	to	PART
epaa-363	68	6	decompose	decompose	VERB
epaa-363	68	7	the	the	DET
epaa-363	68	8	variance	variance	NOUN
epaa-363	68	9	into	into	ADP
epaa-363	68	10	at	at	ADV
epaa-363	68	11	least	least	ADV
epaa-363	68	12	three	three	NUM
epaa-363	68	13	levels	level	NOUN
epaa-363	68	14	:	:	PUNCT
epaa-363	68	15	within	within	ADP
epaa-363	68	16	classrooms	classroom	NOUN
epaa-363	68	17	,	,	PUNCT
epaa-363	68	18	between	between	ADP
epaa-363	68	19	classrooms	classroom	NOUN
epaa-363	68	20	within	within	ADP
epaa-363	68	21	schools	school	NOUN
epaa-363	68	22	,	,	PUNCT
epaa-363	68	23	and	and	CCONJ
epaa-363	68	24	between	between	ADP
epaa-363	68	25	5	5	NUM
epaa-363	68	26	of	of	ADP
epaa-363	68	27	28	28	NUM
epaa-363	68	28	schools	school	NOUN
epaa-363	68	29	.	.	PUNCT
epaa-363	69	1	the	the	DET
epaa-363	69	2	school	school	NOUN
epaa-363	69	3	and	and	CCONJ
epaa-363	69	4	classroom	classroom	NOUN
epaa-363	69	5	levels	level	NOUN
epaa-363	69	6	of	of	ADP
epaa-363	69	7	aggregation	aggregation	NOUN
epaa-363	69	8	are	be	AUX
epaa-363	69	9	not	not	PART
epaa-363	69	10	exchangeable	exchangeable	ADJ
epaa-363	69	11	.	.	PUNCT
epaa-363	70	1	for	for	ADP
epaa-363	70	2	example	example	NOUN
epaa-363	70	3	,	,	PUNCT
epaa-363	70	4	a	a	DET
epaa-363	70	5	decision	decision	NOUN
epaa-363	70	6	to	to	PART
epaa-363	70	7	track	track	VERB
epaa-363	70	8	students	student	NOUN
epaa-363	70	9	on	on	ADP
epaa-363	70	10	the	the	DET
epaa-363	70	11	basis	basis	NOUN
epaa-363	70	12	of	of	ADP
epaa-363	70	13	ability	ability	NOUN
epaa-363	70	14	would	would	AUX
epaa-363	70	15	increase	increase	VERB
epaa-363	70	16	the	the	DET
epaa-363	70	17	variance	variance	NOUN
epaa-363	70	18	between	between	ADP
epaa-363	70	19	classrooms	classroom	NOUN
epaa-363	70	20	within	within	ADP
epaa-363	70	21	schools	school	NOUN
epaa-363	70	22	while	while	SCONJ
epaa-363	70	23	decreasing	decrease	VERB
epaa-363	70	24	the	the	DET
epaa-363	70	25	variance	variance	NOUN
epaa-363	70	26	within	within	ADP
epaa-363	70	27	classrooms	classroom	NOUN
epaa-363	70	28	,	,	PUNCT
epaa-363	70	29	but	but	CCONJ
epaa-363	70	30	it	it	PRON
epaa-363	70	31	would	would	AUX
epaa-363	70	32	not	not	PART
epaa-363	70	33	directly	directly	ADV
epaa-363	70	34	affect	affect	VERB
epaa-363	70	35	the	the	DET
epaa-363	70	36	variance	variance	NOUN
epaa-363	70	37	between	between	ADP
epaa-363	70	38	schools	school	NOUN
epaa-363	70	39	.	.	PUNCT
epaa-363	71	1	conversely	conversely	ADV
epaa-363	71	2	,	,	PUNCT
epaa-363	71	3	residential	residential	ADJ
epaa-363	71	4	segregation	segregation	NOUN
epaa-363	71	5	on	on	ADP
epaa-363	71	6	the	the	DET
epaa-363	71	7	basis	basis	NOUN
epaa-363	71	8	of	of	ADP
epaa-363	71	9	social	social	ADJ
epaa-363	71	10	class	class	NOUN
epaa-363	71	11	would	would	AUX
epaa-363	71	12	increase	increase	VERB
epaa-363	71	13	performance	performance	NOUN
epaa-363	71	14	variance	variance	NOUN
epaa-363	71	15	between	between	ADP
epaa-363	71	16	schools	school	NOUN
epaa-363	71	17	,	,	PUNCT
epaa-363	71	18	but	but	CCONJ
epaa-363	71	19	it	it	PRON
epaa-363	71	20	could	could	AUX
epaa-363	71	21	decrease	decrease	VERB
epaa-363	71	22	the	the	DET
epaa-363	71	23	variance	variance	NOUN
epaa-363	71	24	between	between	ADP
epaa-363	71	25	classrooms	classroom	NOUN
epaa-363	71	26	within	within	ADP
epaa-363	71	27	schools	school	NOUN
epaa-363	71	28	by	by	ADP
epaa-363	71	29	making	make	VERB
epaa-363	71	30	schools	school	NOUN
epaa-363	71	31	more	more	ADV
epaa-363	71	32	homogeneous	homogeneous	ADJ
epaa-363	71	33	with	with	ADP
epaa-363	71	34	respect	respect	NOUN
epaa-363	71	35	to	to	ADP
epaa-363	71	36	achievement	achievement	NOUN
epaa-363	71	37	.	.	PUNCT
epaa-363	72	1	in	in	ADP
epaa-363	72	2	all	all	DET
epaa-363	72	3	countries	country	NOUN
epaa-363	72	4	other	other	ADJ
epaa-363	72	5	than	than	ADP
epaa-363	72	6	the	the	DET
epaa-363	72	7	us	us	PROPN
epaa-363	72	8	,	,	PUNCT
epaa-363	72	9	australia	australia	PROPN
epaa-363	72	10	,	,	PUNCT
epaa-363	72	11	and	and	CCONJ
epaa-363	72	12	cyprus	cyprus	PROPN
epaa-363	72	13	,	,	PUNCT
epaa-363	72	14	however	however	ADV
epaa-363	72	15	,	,	PUNCT
epaa-363	72	16	the	the	DET
epaa-363	72	17	timss	timss	PROPN
epaa-363	72	18	population	population	NOUN
epaa-363	72	19	2	2	NUM
epaa-363	72	20	sample	sample	NOUN
epaa-363	72	21	consisted	consist	VERB
epaa-363	72	22	of	of	ADP
epaa-363	72	23	a	a	DET
epaa-363	72	24	single	single	ADJ
epaa-363	72	25	classroom	classroom	NOUN
epaa-363	72	26	per	per	ADP
epaa-363	72	27	school	school	NOUN
epaa-363	72	28	.	.	PUNCT
epaa-363	73	1	therefore	therefore	ADV
epaa-363	73	2	,	,	PUNCT
epaa-363	73	3	in	in	ADP
epaa-363	73	4	most	most	ADJ
epaa-363	73	5	countries	country	NOUN
epaa-363	73	6	,	,	PUNCT
epaa-363	73	7	one	one	PRON
epaa-363	73	8	can	can	AUX
epaa-363	73	9	only	only	ADV
epaa-363	73	10	specify	specify	VERB
epaa-363	73	11	a	a	DET
epaa-363	73	12	two	two	NUM
epaa-363	73	13	-	-	PUNCT
epaa-363	73	14	level	level	NOUN
epaa-363	73	15	model	model	NOUN
epaa-363	73	16	in	in	ADP
epaa-363	73	17	which	which	PRON
epaa-363	73	18	variations	variation	NOUN
epaa-363	73	19	in	in	ADP
epaa-363	73	20	performance	performance	NOUN
epaa-363	73	21	between	between	ADP
epaa-363	73	22	schools	school	NOUN
epaa-363	73	23	and	and	CCONJ
epaa-363	73	24	between	between	ADP
epaa-363	73	25	classrooms	classroom	NOUN
epaa-363	73	26	within	within	ADP
epaa-363	73	27	schools	school	NOUN
epaa-363	73	28	are	be	AUX
epaa-363	73	29	completely	completely	ADV
epaa-363	73	30	confounded	confound	VERB
epaa-363	73	31	.	.	PUNCT
epaa-363	74	1	accordingly	accordingly	ADV
epaa-363	74	2	,	,	PUNCT
epaa-363	74	3	we	we	PRON
epaa-363	74	4	decomposed	decompose	VERB
epaa-363	74	5	the	the	DET
epaa-363	74	6	variability	variability	NOUN
epaa-363	74	7	in	in	ADP
epaa-363	74	8	math	math	NOUN
epaa-363	74	9	scores	score	NOUN
epaa-363	74	10	from	from	ADP
epaa-363	74	11	each	each	PRON
epaa-363	74	12	of	of	ADP
epaa-363	74	13	the	the	DET
epaa-363	74	14	four	four	NUM
epaa-363	74	15	countries	country	NOUN
epaa-363	74	16	into	into	ADP
epaa-363	74	17	within	within	ADP
epaa-363	74	18	classroom	classroom	NOUN
epaa-363	74	19	variability	variability	NOUN
epaa-363	74	20	and	and	CCONJ
epaa-363	74	21	between	between	ADP
epaa-363	74	22	classroom	classroom	NOUN
epaa-363	74	23	variability	variability	NOUN
epaa-363	74	24	.	.	PUNCT
epaa-363	75	1	the	the	PRON
epaa-363	75	2	between	between	ADP
epaa-363	75	3	classroom	classroom	NOUN
epaa-363	75	4	variability	variability	NOUN
epaa-363	75	5	includes	include	VERB
epaa-363	75	6	contributions	contribution	NOUN
epaa-363	75	7	from	from	ADP
epaa-363	75	8	both	both	CCONJ
epaa-363	75	9	the	the	DET
epaa-363	75	10	variation	variation	NOUN
epaa-363	75	11	of	of	ADP
epaa-363	75	12	classrooms	classroom	NOUN
epaa-363	75	13	within	within	ADP
epaa-363	75	14	schools	school	NOUN
epaa-363	75	15	and	and	CCONJ
epaa-363	75	16	the	the	DET
epaa-363	75	17	variation	variation	NOUN
epaa-363	75	18	between	between	ADP
epaa-363	75	19	schools	school	NOUN
epaa-363	75	20	.	.	PUNCT
epaa-363	76	1	to	to	PART
epaa-363	76	2	fit	fit	VERB
epaa-363	76	3	these	these	DET
epaa-363	76	4	models	model	NOUN
epaa-363	76	5	we	we	PRON
epaa-363	76	6	sacrificed	sacrifice	VERB
epaa-363	76	7	some	some	PRON
epaa-363	76	8	of	of	ADP
epaa-363	76	9	the	the	DET
epaa-363	76	10	richness	richness	NOUN
epaa-363	76	11	of	of	ADP
epaa-363	76	12	the	the	DET
epaa-363	76	13	us	us	PROPN
epaa-363	76	14	data	datum	NOUN
epaa-363	76	15	in	in	ADP
epaa-363	76	16	order	order	NOUN
epaa-363	76	17	to	to	PART
epaa-363	76	18	obtain	obtain	VERB
epaa-363	76	19	comparable	comparable	ADJ
epaa-363	76	20	to	to	ADP
epaa-363	76	21	the	the	DET
epaa-363	76	22	results	result	NOUN
epaa-363	76	23	from	from	ADP
epaa-363	76	24	all	all	DET
epaa-363	76	25	four	four	NUM
epaa-363	76	26	countries	country	NOUN
epaa-363	76	27	.	.	PUNCT
epaa-363	77	1	we	we	PRON
epaa-363	77	2	did	do	VERB
epaa-363	77	3	this	this	PRON
epaa-363	77	4	by	by	ADP
epaa-363	77	5	creating	create	VERB
epaa-363	77	6	a	a	DET
epaa-363	77	7	subsample	subsample	NOUN
epaa-363	77	8	of	of	ADP
epaa-363	77	9	the	the	DET
epaa-363	77	10	us	us	PROPN
epaa-363	77	11	samples	sample	NOUN
epaa-363	77	12	that	that	PRON
epaa-363	77	13	consisted	consist	VERB
epaa-363	77	14	of	of	ADP
epaa-363	77	15	a	a	DET
epaa-363	77	16	single	single	ADJ
epaa-363	77	17	classroom	classroom	NOUN
epaa-363	77	18	per	per	ADP
epaa-363	77	19	school	school	NOUN
epaa-363	77	20	,	,	PUNCT
epaa-363	77	21	randomly	randomly	ADV
epaa-363	77	22	selected	select	VERB
epaa-363	77	23	from	from	ADP
epaa-363	77	24	the	the	DET
epaa-363	77	25	multiple	multiple	ADJ
epaa-363	77	26	classrooms	classroom	NOUN
epaa-363	77	27	in	in	ADP
epaa-363	77	28	the	the	DET
epaa-363	77	29	original	original	ADJ
epaa-363	77	30	sample	sample	NOUN
epaa-363	77	31	.	.	PUNCT
epaa-363	78	1	we	we	PRON
epaa-363	78	2	modified	modify	VERB
epaa-363	78	3	the	the	DET
epaa-363	78	4	sample	sample	NOUN
epaa-363	78	5	weights	weight	NOUN
epaa-363	78	6	and	and	CCONJ
epaa-363	78	7	jackknife	jackknife	NOUN
epaa-363	78	8	replicates	replicate	NOUN
epaa-363	78	9	used	use	VERB
epaa-363	78	10	in	in	ADP
epaa-363	78	11	variance	variance	NOUN
epaa-363	78	12	estimation	estimation	NOUN
epaa-363	78	13	accordingly	accordingly	ADV
epaa-363	78	14	.	.	PUNCT
epaa-363	79	1	our	our	PRON
epaa-363	79	2	step	step	NOUN
epaa-363	79	3	2	2	NUM
epaa-363	79	4	analyses	analysis	NOUN
epaa-363	79	5	followed	follow	VERB
epaa-363	79	6	the	the	DET
epaa-363	79	7	same	same	ADJ
epaa-363	79	8	course	course	NOUN
epaa-363	79	9	in	in	ADP
epaa-363	79	10	each	each	DET
epaa-363	79	11	country	country	NOUN
epaa-363	79	12	and	and	CCONJ
epaa-363	79	13	extended	extend	VERB
epaa-363	79	14	from	from	ADP
epaa-363	79	15	simple	simple	ADJ
epaa-363	79	16	exploratory	exploratory	ADJ
epaa-363	79	17	data	datum	NOUN
epaa-363	79	18	analysis	analysis	NOUN
epaa-363	79	19	(	(	PUNCT
epaa-363	79	20	eda	eda	X
epaa-363	79	21	)	)	PUNCT
epaa-363	79	22	to	to	ADP
epaa-363	79	23	hierarchical	hierarchical	ADJ
epaa-363	79	24	modeling	modeling	NOUN
epaa-363	79	25	.	.	PUNCT
epaa-363	80	1	extensive	extensive	ADJ
epaa-363	80	2	eda	eda	PROPN
epaa-363	80	3	was	be	AUX
epaa-363	80	4	used	use	VERB
epaa-363	80	5	to	to	PART
epaa-363	80	6	explore	explore	VERB
epaa-363	80	7	individual	individual	ADJ
epaa-363	80	8	-	-	PUNCT
epaa-363	80	9	level	level	NOUN
epaa-363	80	10	and	and	CCONJ
epaa-363	80	11	classroom	classroom	NOUN
epaa-363	80	12	-	-	PUNCT
epaa-363	80	13	level	level	NOUN
epaa-363	80	14	variations	variation	NOUN
epaa-363	80	15	in	in	ADP
epaa-363	80	16	performance	performance	NOUN
epaa-363	80	17	and	and	CCONJ
epaa-363	80	18	background	background	NOUN
epaa-363	80	19	variables	variable	NOUN
epaa-363	80	20	,	,	PUNCT
epaa-363	80	21	to	to	PART
epaa-363	80	22	determine	determine	VERB
epaa-363	80	23	whether	whether	SCONJ
epaa-363	80	24	background	background	NOUN
epaa-363	80	25	variables	variable	NOUN
epaa-363	80	26	showed	show	VERB
epaa-363	80	27	sufficient	sufficient	ADJ
epaa-363	80	28	variability	variability	NOUN
epaa-363	80	29	to	to	PART
epaa-363	80	30	be	be	AUX
epaa-363	80	31	usable	usable	ADJ
epaa-363	80	32	in	in	ADP
epaa-363	80	33	analysis	analysis	NOUN
epaa-363	80	34	,	,	PUNCT
epaa-363	80	35	to	to	PART
epaa-363	80	36	determine	determine	VERB
epaa-363	80	37	whether	whether	SCONJ
epaa-363	80	38	the	the	DET
epaa-363	80	39	relationships	relationship	NOUN
epaa-363	80	40	between	between	ADP
epaa-363	80	41	background	background	NOUN
epaa-363	80	42	variables	variable	NOUN
epaa-363	80	43	and	and	CCONJ
epaa-363	80	44	performance	performance	NOUN
epaa-363	80	45	appeared	appear	VERB
epaa-363	80	46	sensible	sensible	ADJ
epaa-363	80	47	,	,	PUNCT
epaa-363	80	48	and	and	CCONJ
epaa-363	80	49	to	to	PART
epaa-363	80	50	decide	decide	VERB
epaa-363	80	51	whether	whether	SCONJ
epaa-363	80	52	and	and	CCONJ
epaa-363	80	53	how	how	SCONJ
epaa-363	80	54	to	to	PART
epaa-363	80	55	categorize	categorize	VERB
epaa-363	80	56	variables	variable	NOUN
epaa-363	80	57	.	.	PUNCT
epaa-363	81	1	the	the	DET
epaa-363	81	2	patterns	pattern	NOUN
epaa-363	81	3	uncovered	uncover	VERB
epaa-363	81	4	by	by	ADP
epaa-363	81	5	this	this	DET
epaa-363	81	6	eda	eda	PROPN
epaa-363	81	7	substantially	substantially	ADV
epaa-363	81	8	constrained	constrain	VERB
epaa-363	81	9	our	our	PRON
epaa-363	81	10	analyses	analysis	NOUN
epaa-363	81	11	in	in	ADP
epaa-363	81	12	several	several	ADJ
epaa-363	81	13	instances	instance	NOUN
epaa-363	81	14	.	.	PUNCT
epaa-363	82	1	simple	simple	ADJ
epaa-363	82	2	bivariate	bivariate	ADJ
epaa-363	82	3	relationships	relationship	NOUN
epaa-363	82	4	between	between	ADP
epaa-363	82	5	performance	performance	NOUN
epaa-363	82	6	and	and	CCONJ
epaa-363	82	7	background	background	NOUN
epaa-363	82	8	variables	variable	NOUN
epaa-363	82	9	were	be	AUX
epaa-363	82	10	examined	examine	VERB
epaa-363	82	11	for	for	ADP
epaa-363	82	12	all	all	PRON
epaa-363	82	13	of	of	ADP
epaa-363	82	14	the	the	DET
epaa-363	82	15	variables	variable	NOUN
epaa-363	82	16	considered	consider	VERB
epaa-363	82	17	for	for	ADP
epaa-363	82	18	the	the	DET
epaa-363	82	19	hierarchical	hierarchical	ADJ
epaa-363	82	20	models	model	NOUN
epaa-363	82	21	.	.	PUNCT
epaa-363	83	1	when	when	SCONJ
epaa-363	83	2	necessary	necessary	ADJ
epaa-363	83	3	,	,	PUNCT
epaa-363	83	4	variables	variable	NOUN
epaa-363	83	5	were	be	AUX
epaa-363	83	6	recoded	recode	VERB
epaa-363	83	7	so	so	SCONJ
epaa-363	83	8	that	that	SCONJ
epaa-363	83	9	a	a	DET
epaa-363	83	10	positive	positive	ADJ
epaa-363	83	11	relationship	relationship	NOUN
epaa-363	83	12	with	with	ADP
epaa-363	83	13	scores	score	NOUN
epaa-363	83	14	would	would	AUX
epaa-363	83	15	be	be	AUX
epaa-363	83	16	expressed	express	VERB
epaa-363	83	17	as	as	ADP
epaa-363	83	18	a	a	DET
epaa-363	83	19	positive	positive	ADJ
epaa-363	83	20	correlation	correlation	NOUN
epaa-363	83	21	.	.	PUNCT
epaa-363	84	1	the	the	DET
epaa-363	84	2	bivariate	bivariate	ADJ
epaa-363	84	3	analyses	analysis	NOUN
epaa-363	84	4	were	be	AUX
epaa-363	84	5	carried	carry	VERB
epaa-363	84	6	out	out	ADP
epaa-363	84	7	three	three	NUM
epaa-363	84	8	ways	way	NOUN
epaa-363	84	9	because	because	SCONJ
epaa-363	84	10	of	of	ADP
epaa-363	84	11	the	the	DET
epaa-363	84	12	inherently	inherently	ADV
epaa-363	84	13	hierarchical	hierarchical	ADJ
epaa-363	84	14	nature	nature	NOUN
epaa-363	84	15	of	of	ADP
epaa-363	84	16	the	the	DET
epaa-363	84	17	data	datum	NOUN
epaa-363	84	18	:	:	PUNCT
epaa-363	84	19	(	(	PUNCT
epaa-363	84	20	1	1	X
epaa-363	84	21	)	)	PUNCT
epaa-363	84	22	student	student	NOUN
epaa-363	84	23	-	-	PUNCT
epaa-363	84	24	level	level	NOUN
epaa-363	84	25	uncentered	uncentered	ADJ
epaa-363	84	26	(	(	PUNCT
epaa-363	84	27	i.e.	i.e.	X
epaa-363	84	28	,	,	PUNCT
epaa-363	84	29	simple	simple	ADJ
epaa-363	84	30	student	student	NOUN
epaa-363	84	31	-	-	PUNCT
epaa-363	84	32	level	level	NOUN
epaa-363	84	33	analyses	analysis	NOUN
epaa-363	84	34	without	without	ADP
epaa-363	84	35	regard	regard	NOUN
epaa-363	84	36	to	to	ADP
epaa-363	84	37	classrooms	classroom	NOUN
epaa-363	84	38	)	)	PUNCT
epaa-363	84	39	;	;	PUNCT
epaa-363	84	40	(	(	PUNCT
epaa-363	84	41	2	2	X
epaa-363	84	42	)	)	PUNCT
epaa-363	84	43	student	student	NOUN
epaa-363	84	44	-	-	PUNCT
epaa-363	84	45	level	level	NOUN
epaa-363	84	46	,	,	PUNCT
epaa-363	84	47	centered	center	VERB
epaa-363	84	48	on	on	ADP
epaa-363	84	49	classroom	classroom	NOUN
epaa-363	84	50	means	mean	NOUN
epaa-363	84	51	(	(	PUNCT
epaa-363	84	52	corresponding	correspond	VERB
epaa-363	84	53	to	to	ADP
epaa-363	84	54	the	the	DET
epaa-363	84	55	within	within	ADP
epaa-363	84	56	-	-	PUNCT
epaa-363	84	57	classroom	classroom	NOUN
epaa-363	84	58	component	component	NOUN
epaa-363	84	59	of	of	ADP
epaa-363	84	60	variance	variance	NOUN
epaa-363	84	61	)	)	PUNCT
epaa-363	84	62	;	;	PUNCT
epaa-363	84	63	and	and	CCONJ
epaa-363	84	64	(	(	PUNCT
epaa-363	84	65	3	3	X
epaa-363	84	66	)	)	PUNCT
epaa-363	84	67	classroom	classroom	NOUN
epaa-363	84	68	-	-	PUNCT
epaa-363	84	69	level	level	NOUN
epaa-363	84	70	(	(	PUNCT
epaa-363	84	71	corresponding	correspond	VERB
epaa-363	84	72	to	to	ADP
epaa-363	84	73	the	the	DET
epaa-363	84	74	between	between	ADP
epaa-363	84	75	-	-	PUNCT
epaa-363	84	76	classroom	classroom	NOUN
epaa-363	84	77	component	component	NOUN
epaa-363	84	78	of	of	ADP
epaa-363	84	79	variance	variance	NOUN
epaa-363	84	80	)	)	PUNCT
epaa-363	84	81	.	.	PUNCT
epaa-363	85	1	hierarchical	hierarchical	ADJ
epaa-363	85	2	modeling	modeling	NOUN
epaa-363	85	3	using	use	VERB
epaa-363	85	4	multiple	multiple	ADJ
epaa-363	85	5	background	background	NOUN
epaa-363	85	6	variables	variable	NOUN
epaa-363	85	7	followed	follow	VERB
epaa-363	85	8	bivariate	bivariate	ADJ
epaa-363	85	9	analyses	analysis	NOUN
epaa-363	85	10	.	.	PUNCT
epaa-363	86	1	the	the	DET
epaa-363	86	2	models	model	NOUN
epaa-363	86	3	include	include	VERB
epaa-363	86	4	the	the	DET
epaa-363	86	5	classroom	classroom	NOUN
epaa-363	86	6	mean	mean	VERB
epaa-363	86	7	for	for	ADP
epaa-363	86	8	each	each	DET
epaa-363	86	9	background	background	NOUN
epaa-363	86	10	variable	variable	NOUN
epaa-363	86	11	and	and	CCONJ
epaa-363	86	12	the	the	DET
epaa-363	86	13	individual	individual	ADJ
epaa-363	86	14	student	student	NOUN
epaa-363	86	15	-	-	PUNCT
epaa-363	86	16	level	level	NOUN
epaa-363	86	17	values	value	NOUN
epaa-363	86	18	,	,	PUNCT
epaa-363	86	19	centered	center	VERB
epaa-363	86	20	on	on	ADP
epaa-363	86	21	classroom	classroom	NOUN
epaa-363	86	22	means	mean	NOUN
epaa-363	86	23	.	.	PUNCT
epaa-363	87	1	with	with	ADP
epaa-363	87	2	centering	centering	NOUN
epaa-363	87	3	,	,	PUNCT
epaa-363	87	4	the	the	DET
epaa-363	87	5	coefficients	coefficient	NOUN
epaa-363	87	6	produced	produce	VERB
epaa-363	87	7	by	by	ADP
epaa-363	87	8	the	the	DET
epaa-363	87	9	model	model	NOUN
epaa-363	87	10	separately	separately	ADV
epaa-363	87	11	measure	measure	VERB
epaa-363	87	12	each	each	DET
epaa-363	87	13	variable	variable	NOUN
epaa-363	87	14	's	's	PART
epaa-363	87	15	contribution	contribution	NOUN
epaa-363	87	16	to	to	ADP
epaa-363	87	17	both	both	DET
epaa-363	87	18	the	the	DET
epaa-363	87	19	betweenand	betweenand	NOUN
epaa-363	87	20	within	within	ADP
epaa-363	87	21	-	-	PUNCT
epaa-363	87	22	classroom	classroom	NOUN
epaa-363	87	23	variability	variability	NOUN
epaa-363	87	24	.	.	PUNCT
epaa-363	88	1	timss	timss	PROPN
epaa-363	88	2	used	use	VERB
epaa-363	88	3	a	a	DET
epaa-363	88	4	complex	complex	ADJ
epaa-363	88	5	sampling	sampling	NOUN
epaa-363	88	6	plan	plan	NOUN
epaa-363	88	7	with	with	ADP
epaa-363	88	8	unequal	unequal	ADJ
epaa-363	88	9	probability	probability	NOUN
epaa-363	88	10	of	of	ADP
epaa-363	88	11	selection	selection	NOUN
epaa-363	88	12	among	among	ADP
epaa-363	88	13	schools	school	NOUN
epaa-363	88	14	from	from	ADP
epaa-363	88	15	each	each	DET
epaa-363	88	16	country	country	NOUN
epaa-363	88	17	's	's	PART
epaa-363	88	18	sample	sample	NOUN
epaa-363	88	19	.	.	PUNCT
epaa-363	89	1	to	to	PART
epaa-363	89	2	account	account	VERB
epaa-363	89	3	for	for	ADP
epaa-363	89	4	this	this	DET
epaa-363	89	5	disproportionate	disproportionate	ADJ
epaa-363	89	6	sampling	sampling	NOUN
epaa-363	89	7	,	,	PUNCT
epaa-363	89	8	all	all	DET
epaa-363	89	9	analyses	analysis	NOUN
epaa-363	89	10	reported	report	VERB
epaa-363	89	11	here	here	ADV
epaa-363	89	12	are	be	AUX
epaa-363	89	13	weighted	weight	VERB
epaa-363	89	14	unless	unless	SCONJ
epaa-363	89	15	noted	note	VERB
epaa-363	89	16	.	.	PUNCT
epaa-363	90	1	weighted	weight	VERB
epaa-363	90	2	analyses	analysis	NOUN
epaa-363	90	3	produce	produce	VERB
epaa-363	90	4	consistent	consistent	ADJ
epaa-363	90	5	estimates	estimate	NOUN
epaa-363	90	6	of	of	ADP
epaa-363	90	7	model	model	NOUN
epaa-363	90	8	parameters	parameter	NOUN
epaa-363	90	9	even	even	ADV
epaa-363	90	10	if	if	SCONJ
epaa-363	90	11	the	the	DET
epaa-363	90	12	sample	sample	NOUN
epaa-363	90	13	design	design	NOUN
epaa-363	90	14	is	be	AUX
epaa-363	90	15	disproportionate	disproportionate	ADJ
epaa-363	90	16	or	or	CCONJ
epaa-363	90	17	more	more	ADV
epaa-363	90	18	technically	technically	ADV
epaa-363	90	19	nonignorable	nonignorable	ADJ
epaa-363	90	20	(	(	PUNCT
epaa-363	90	21	see	see	VERB
epaa-363	90	22	,	,	PUNCT
epaa-363	90	23	e.g.	e.g.	ADV
epaa-363	90	24	,	,	PUNCT
epaa-363	90	25	pfefferman	pfefferman	NOUN
epaa-363	90	26	,	,	PUNCT
epaa-363	90	27	1996	1996	NUM
epaa-363	90	28	for	for	ADP
epaa-363	90	29	discussion	discussion	NOUN
epaa-363	90	30	on	on	ADP
epaa-363	90	31	the	the	DET
epaa-363	90	32	use	use	NOUN
epaa-363	90	33	of	of	ADP
epaa-363	90	34	weights	weight	NOUN
epaa-363	90	35	in	in	ADP
epaa-363	90	36	model	model	NOUN
epaa-363	90	37	fitting	fit	VERB
epaa-363	90	38	)	)	PUNCT
epaa-363	90	39	.	.	PUNCT
epaa-363	91	1	we	we	PRON
epaa-363	91	2	used	use	VERB
epaa-363	91	3	the	the	DET
epaa-363	91	4	methods	method	NOUN
epaa-363	91	5	of	of	ADP
epaa-363	91	6	pfefferman	pfefferman	NOUN
epaa-363	91	7	et	et	PROPN
epaa-363	91	8	al	al	PROPN
epaa-363	91	9	.	.	PUNCT
epaa-363	92	1	(	(	PUNCT
epaa-363	92	2	1998	1998	NUM
epaa-363	92	3	)	)	PUNCT
epaa-363	93	1	to	to	PART
epaa-363	93	2	fit	fit	VERB
epaa-363	93	3	our	our	PRON
epaa-363	93	4	weighted	weight	VERB
epaa-363	93	5	hierarchical	hierarchical	ADJ
epaa-363	93	6	models	model	NOUN
epaa-363	93	7	using	use	VERB
epaa-363	93	8	specially	specially	ADV
epaa-363	93	9	written	write	VERB
epaa-363	93	10	sas	sas	PROPN
epaa-363	93	11	macros	macros	PROPN
epaa-363	93	12	.	.	PUNCT
epaa-363	94	1	(	(	PUNCT
epaa-363	94	2	for	for	ADP
epaa-363	94	3	the	the	DET
epaa-363	94	4	macro	macro	NOUN
epaa-363	94	5	and	and	CCONJ
epaa-363	94	6	more	more	ADJ
epaa-363	94	7	detail	detail	NOUN
epaa-363	94	8	on	on	ADP
epaa-363	94	9	methods	method	NOUN
epaa-363	94	10	,	,	PUNCT
epaa-363	94	11	see	see	VERB
epaa-363	94	12	koretz	koretz	PROPN
epaa-363	94	13	,	,	PUNCT
epaa-363	94	14	mccaffrey	mccaffrey	PROPN
epaa-363	94	15	,	,	PUNCT
epaa-363	94	16	and	and	CCONJ
epaa-363	94	17	sullivan	sullivan	PROPN
epaa-363	94	18	,	,	PUNCT
epaa-363	94	19	2000	2000	NUM
epaa-363	94	20	.	.	PUNCT
epaa-363	94	21	)	)	PUNCT
epaa-363	95	1	6	6	NUM
epaa-363	95	2	of	of	ADP
epaa-363	95	3	28	28	NUM
epaa-363	95	4	distributions	distribution	NOUN
epaa-363	95	5	of	of	ADP
epaa-363	95	6	student	student	NOUN
epaa-363	95	7	-	-	PUNCT
epaa-363	95	8	level	level	NOUN
epaa-363	95	9	performance	performance	NOUN
epaa-363	95	10	in	in	ADP
epaa-363	95	11	timss	timss	PROPN
epaa-363	95	12	basic	basic	ADJ
epaa-363	95	13	information	information	NOUN
epaa-363	95	14	about	about	ADP
epaa-363	95	15	the	the	DET
epaa-363	95	16	size	size	NOUN
epaa-363	95	17	of	of	ADP
epaa-363	95	18	the	the	DET
epaa-363	95	19	performance	performance	NOUN
epaa-363	95	20	variation	variation	NOUN
epaa-363	95	21	in	in	ADP
epaa-363	95	22	participating	participate	VERB
epaa-363	95	23	countries	country	NOUN
epaa-363	95	24	,	,	PUNCT
epaa-363	95	25	analyzed	analyze	VERB
epaa-363	95	26	at	at	ADP
epaa-363	95	27	the	the	DET
epaa-363	95	28	level	level	NOUN
epaa-363	95	29	of	of	ADP
epaa-363	95	30	students	student	NOUN
epaa-363	95	31	without	without	ADP
epaa-363	95	32	regard	regard	NOUN
epaa-363	95	33	to	to	ADP
epaa-363	95	34	aggregation	aggregation	NOUN
epaa-363	95	35	,	,	PUNCT
epaa-363	95	36	is	be	AUX
epaa-363	95	37	provided	provide	VERB
epaa-363	95	38	in	in	ADP
epaa-363	95	39	timss	timss	PROPN
epaa-363	95	40	publications	publication	NOUN
epaa-363	95	41	.	.	PUNCT
epaa-363	96	1	appendices	appendix	NOUN
epaa-363	96	2	to	to	ADP
epaa-363	96	3	the	the	DET
epaa-363	96	4	reports	report	NOUN
epaa-363	96	5	provide	provide	VERB
epaa-363	96	6	standard	standard	ADJ
epaa-363	96	7	deviations	deviation	NOUN
epaa-363	96	8	and	and	CCONJ
epaa-363	96	9	selected	select	VERB
epaa-363	96	10	percentiles	percentile	NOUN
epaa-363	96	11	(	(	PUNCT
epaa-363	96	12	5th	5th	ADJ
epaa-363	96	13	,	,	PUNCT
epaa-363	96	14	25th	25th	ADJ
epaa-363	96	15	,	,	PUNCT
epaa-363	96	16	50th	50th	ADJ
epaa-363	96	17	,	,	PUNCT
epaa-363	96	18	75th	75th	ADJ
epaa-363	96	19	,	,	PUNCT
epaa-363	96	20	and	and	CCONJ
epaa-363	96	21	95th	95th	X
epaa-363	96	22	)	)	PUNCT
epaa-363	96	23	of	of	ADP
epaa-363	96	24	the	the	DET
epaa-363	96	25	performance	performance	NOUN
epaa-363	96	26	distributions	distribution	NOUN
epaa-363	96	27	(	(	PUNCT
epaa-363	96	28	beaton	beaton	PROPN
epaa-363	96	29	et	et	PROPN
epaa-363	96	30	al	al	PROPN
epaa-363	96	31	.	.	PROPN
epaa-363	96	32	,	,	PUNCT
epaa-363	96	33	1996a	1996a	NUM
epaa-363	96	34	and	and	CCONJ
epaa-363	96	35	1996b	1996b	NUM
epaa-363	96	36	,	,	PUNCT
epaa-363	96	37	appendix	appendix	X
epaa-363	96	38	e	e	NOUN
epaa-363	96	39	;	;	PUNCT
epaa-363	96	40	mullis	mullis	PROPN
epaa-363	96	41	et	et	PROPN
epaa-363	96	42	al	al	PROPN
epaa-363	96	43	.	.	PROPN
epaa-363	96	44	,	,	PUNCT
epaa-363	96	45	1997	1997	NUM
epaa-363	96	46	,	,	PUNCT
epaa-363	96	47	appendix	appendix	VERB
epaa-363	96	48	c	c	NOUN
epaa-363	96	49	;	;	PUNCT
epaa-363	96	50	martin	martin	PROPN
epaa-363	96	51	et	et	PROPN
epaa-363	96	52	al	al	PROPN
epaa-363	96	53	.	.	PROPN
epaa-363	96	54	,	,	PUNCT
epaa-363	96	55	1997	1997	NUM
epaa-363	96	56	,	,	PUNCT
epaa-363	96	57	appendix	appendix	VERB
epaa-363	96	58	c	c	NOUN
epaa-363	96	59	)	)	PUNCT
epaa-363	96	60	.	.	PUNCT
epaa-363	97	1	at	at	ADP
epaa-363	97	2	the	the	DET
epaa-363	97	3	level	level	NOUN
epaa-363	97	4	of	of	ADP
epaa-363	97	5	individual	individual	ADJ
epaa-363	97	6	students	student	NOUN
epaa-363	97	7	,	,	PUNCT
epaa-363	97	8	the	the	DET
epaa-363	97	9	eighth	eighth	ADJ
epaa-363	97	10	-	-	PUNCT
epaa-363	97	11	grade	grade	NOUN
epaa-363	97	12	mathematics	mathematic	NOUN
epaa-363	97	13	performance	performance	NOUN
epaa-363	97	14	of	of	ADP
epaa-363	97	15	us	us	PROPN
epaa-363	97	16	students	student	NOUN
epaa-363	97	17	was	be	AUX
epaa-363	97	18	near	near	ADP
epaa-363	97	19	the	the	DET
epaa-363	97	20	median	median	NOUN
epaa-363	97	21	of	of	ADP
epaa-363	97	22	the	the	DET
epaa-363	97	23	31	31	NUM
epaa-363	97	24	countries	country	NOUN
epaa-363	97	25	that	that	PRON
epaa-363	97	26	met	meet	VERB
epaa-363	97	27	the	the	DET
epaa-363	97	28	timss	timss	NOUN
epaa-363	97	29	sampling	sample	VERB
epaa-363	97	30	requirements	requirement	NOUN
epaa-363	97	31	for	for	ADP
epaa-363	97	32	the	the	DET
epaa-363	97	33	eighth	eighth	ADJ
epaa-363	97	34	grade	grade	NOUN
epaa-363	97	35	(	(	PUNCT
epaa-363	97	36	see	see	VERB
epaa-363	97	37	beaton	beaton	PROPN
epaa-363	97	38	,	,	PUNCT
epaa-363	97	39	et	et	PROPN
epaa-363	97	40	al	al	PROPN
epaa-363	97	41	.	.	PROPN
epaa-363	97	42	,	,	PUNCT
epaa-363	97	43	1996a	1996a	NUM
epaa-363	97	44	,	,	PUNCT
epaa-363	97	45	tables	table	VERB
epaa-363	97	46	2.1	2.1	NUM
epaa-363	97	47	and	and	CCONJ
epaa-363	97	48	e.3	e.3	NOUN
epaa-363	97	49	)	)	PUNCT
epaa-363	97	50	.	.	PUNCT
epaa-363	98	1	the	the	DET
epaa-363	98	2	country	country	NOUN
epaa-363	98	3	-	-	PUNCT
epaa-363	98	4	level	level	NOUN
epaa-363	98	5	standard	standard	ADJ
epaa-363	98	6	deviations	deviation	NOUN
epaa-363	98	7	varied	vary	VERB
epaa-363	98	8	greatly	greatly	ADV
epaa-363	98	9	,	,	PUNCT
epaa-363	98	10	from	from	ADP
epaa-363	98	11	58	58	NUM
epaa-363	98	12	to	to	ADP
epaa-363	98	13	110	110	NUM
epaa-363	98	14	,	,	PUNCT
epaa-363	98	15	but	but	CCONJ
epaa-363	98	16	half	half	NOUN
epaa-363	98	17	were	be	AUX
epaa-363	98	18	clustered	cluster	VERB
epaa-363	98	19	in	in	ADP
epaa-363	98	20	the	the	DET
epaa-363	98	21	narrow	narrow	ADJ
epaa-363	98	22	range	range	NOUN
epaa-363	98	23	from	from	ADP
epaa-363	98	24	84	84	NUM
epaa-363	98	25	to	to	ADP
epaa-363	98	26	92	92	NUM
epaa-363	98	27	.	.	PUNCT
epaa-363	99	1	the	the	DET
epaa-363	99	2	median	median	ADJ
epaa-363	99	3	standard	standard	ADJ
epaa-363	99	4	deviation	deviation	NOUN
epaa-363	99	5	across	across	ADP
epaa-363	99	6	the	the	DET
epaa-363	99	7	31	31	NUM
epaa-363	99	8	countries	country	NOUN
epaa-363	99	9	was	be	AUX
epaa-363	99	10	88	88	NUM
epaa-363	99	11	.	.	PUNCT
epaa-363	100	1	the	the	DET
epaa-363	100	2	standard	standard	ADJ
epaa-363	100	3	deviation	deviation	NOUN
epaa-363	100	4	of	of	ADP
epaa-363	100	5	the	the	DET
epaa-363	100	6	us	us	PROPN
epaa-363	100	7	sample	sample	NOUN
epaa-363	100	8	was	be	AUX
epaa-363	100	9	91	91	NUM
epaa-363	100	10	,	,	PUNCT
epaa-363	100	11	only	only	ADV
epaa-363	100	12	slightly	slightly	ADV
epaa-363	100	13	above	above	ADP
epaa-363	100	14	the	the	DET
epaa-363	100	15	international	international	ADJ
epaa-363	100	16	median	median	NOUN
epaa-363	100	17	.	.	PUNCT
epaa-363	101	1	among	among	ADP
epaa-363	101	2	these	these	DET
epaa-363	101	3	31	31	NUM
epaa-363	101	4	countries	country	NOUN
epaa-363	101	5	,	,	PUNCT
epaa-363	101	6	the	the	DET
epaa-363	101	7	country	country	NOUN
epaa-363	101	8	-	-	PUNCT
epaa-363	101	9	level	level	NOUN
epaa-363	101	10	standard	standard	ADJ
epaa-363	101	11	deviation	deviation	NOUN
epaa-363	101	12	of	of	ADP
epaa-363	101	13	eighth	eighth	ADJ
epaa-363	101	14	-	-	PUNCT
epaa-363	101	15	grade	grade	NOUN
epaa-363	101	16	mathematics	mathematic	NOUN
epaa-363	101	17	performance	performance	NOUN
epaa-363	101	18	was	be	AUX
epaa-363	101	19	strongly	strongly	ADV
epaa-363	101	20	predicted	predict	VERB
epaa-363	101	21	by	by	ADP
epaa-363	101	22	country	country	NOUN
epaa-363	101	23	means	mean	VERB
epaa-363	101	24	:	:	PUNCT
epaa-363	101	25	the	the	PRON
epaa-363	101	26	higher	high	ADJ
epaa-363	101	27	the	the	DET
epaa-363	101	28	mean	mean	NOUN
epaa-363	101	29	,	,	PUNCT
epaa-363	101	30	the	the	PRON
epaa-363	101	31	larger	large	ADJ
epaa-363	101	32	the	the	DET
epaa-363	101	33	standard	standard	ADJ
epaa-363	101	34	deviation	deviation	NOUN
epaa-363	101	35	(	(	PUNCT
epaa-363	101	36	r=.71	r=.71	VERB
epaa-363	101	37	;	;	PUNCT
epaa-363	101	38	see	see	VERB
epaa-363	101	39	figure	figure	NOUN
epaa-363	101	40	1	1	NUM
epaa-363	101	41	)	)	PUNCT
epaa-363	101	42	.	.	PUNCT
epaa-363	102	1	seen	see	VERB
epaa-363	102	2	this	this	DET
epaa-363	102	3	way	way	NOUN
epaa-363	102	4	,	,	PUNCT
epaa-363	102	5	the	the	DET
epaa-363	102	6	standard	standard	ADJ
epaa-363	102	7	deviation	deviation	NOUN
epaa-363	102	8	of	of	ADP
epaa-363	102	9	mathematics	mathematic	NOUN
epaa-363	102	10	performance	performance	NOUN
epaa-363	102	11	in	in	ADP
epaa-363	102	12	the	the	DET
epaa-363	102	13	us	us	PROPN
epaa-363	102	14	was	be	AUX
epaa-363	102	15	about	about	ADV
epaa-363	102	16	nine	nine	NUM
epaa-363	102	17	percent	percent	NOUN
epaa-363	102	18	higher	high	ADJ
epaa-363	102	19	than	than	ADP
epaa-363	102	20	the	the	DET
epaa-363	102	21	value	value	NOUN
epaa-363	102	22	that	that	PRON
epaa-363	102	23	would	would	AUX
epaa-363	102	24	be	be	AUX
epaa-363	102	25	predicted	predict	VERB
epaa-363	102	26	from	from	ADP
epaa-363	102	27	the	the	DET
epaa-363	102	28	us	us	PROPN
epaa-363	102	29	mean	mean	NOUN
epaa-363	102	30	.	.	PUNCT
epaa-363	103	1	numerous	numerous	ADJ
epaa-363	103	2	other	other	ADJ
epaa-363	103	3	countries	country	NOUN
epaa-363	103	4	,	,	PUNCT
epaa-363	103	5	however	however	ADV
epaa-363	103	6	,	,	PUNCT
epaa-363	103	7	had	have	VERB
epaa-363	103	8	standard	standard	ADJ
epaa-363	103	9	deviations	deviation	NOUN
epaa-363	103	10	that	that	PRON
epaa-363	103	11	deviated	deviate	VERB
epaa-363	103	12	comparably	comparably	ADV
epaa-363	103	13	from	from	ADP
epaa-363	103	14	those	those	PRON
epaa-363	103	15	predicted	predict	VERB
epaa-363	103	16	by	by	ADP
epaa-363	103	17	their	their	PRON
epaa-363	103	18	means	mean	NOUN
epaa-363	103	19	.	.	PUNCT
epaa-363	104	1	for	for	ADP
epaa-363	104	2	example	example	NOUN
epaa-363	104	3	,	,	PUNCT
epaa-363	104	4	clustered	cluster	VERB
epaa-363	104	5	tightly	tightly	ADV
epaa-363	104	6	around	around	ADP
epaa-363	104	7	the	the	DET
epaa-363	104	8	us	us	PROPN
epaa-363	104	9	in	in	ADP
epaa-363	104	10	figure	figure	NOUN
epaa-363	104	11	1	1	NUM
epaa-363	104	12	are	be	AUX
epaa-363	104	13	england	england	PROPN
epaa-363	104	14	and	and	CCONJ
epaa-363	104	15	new	new	PROPN
epaa-363	104	16	zealand	zealand	PROPN
epaa-363	104	17	,	,	PUNCT
epaa-363	104	18	and	and	CCONJ
epaa-363	104	19	germany	germany	PROPN
epaa-363	104	20	would	would	AUX
epaa-363	104	21	be	be	AUX
epaa-363	104	22	as	as	ADV
epaa-363	104	23	well	well	ADV
epaa-363	104	24	if	if	SCONJ
epaa-363	104	25	it	it	PRON
epaa-363	104	26	were	be	AUX
epaa-363	104	27	included	include	VERB
epaa-363	104	28	in	in	ADP
epaa-363	104	29	figure	figure	NOUN
epaa-363	104	30	1	1	NUM
epaa-363	104	31	.	.	PUNCT
epaa-363	104	32	germany	germany	PROPN
epaa-363	104	33	does	do	AUX
epaa-363	104	34	not	not	PART
epaa-363	104	35	appear	appear	VERB
epaa-363	104	36	in	in	ADP
epaa-363	104	37	figure	figure	NOUN
epaa-363	104	38	1	1	NUM
epaa-363	104	39	because	because	SCONJ
epaa-363	104	40	it	it	PRON
epaa-363	104	41	did	do	AUX
epaa-363	104	42	not	not	PART
epaa-363	104	43	meet	meet	VERB
epaa-363	104	44	all	all	DET
epaa-363	104	45	sampling	sample	VERB
epaa-363	104	46	requirements	requirement	NOUN
epaa-363	104	47	.	.	PUNCT
epaa-363	105	1	(	(	PUNCT
epaa-363	105	2	in	in	ADP
epaa-363	105	3	eighth	eighth	ADJ
epaa-363	105	4	-	-	PUNCT
epaa-363	105	5	grade	grade	NOUN
epaa-363	105	6	science	science	NOUN
epaa-363	105	7	,	,	PUNCT
epaa-363	105	8	the	the	DET
epaa-363	105	9	standard	standard	ADJ
epaa-363	105	10	deviation	deviation	NOUN
epaa-363	105	11	in	in	ADP
epaa-363	105	12	the	the	DET
epaa-363	105	13	us	us	PROPN
epaa-363	105	14	was	be	AUX
epaa-363	105	15	indeed	indeed	ADV
epaa-363	105	16	one	one	NUM
epaa-363	105	17	of	of	ADP
epaa-363	105	18	the	the	DET
epaa-363	105	19	largest	large	ADJ
epaa-363	105	20	,	,	PUNCT
epaa-363	105	21	but	but	CCONJ
epaa-363	105	22	it	it	PRON
epaa-363	105	23	is	be	AUX
epaa-363	105	24	not	not	PART
epaa-363	105	25	an	an	DET
epaa-363	105	26	outlier	outlier	NOUN
epaa-363	105	27	;	;	PUNCT
epaa-363	105	28	see	see	VERB
epaa-363	105	29	koretz	koretz	PROPN
epaa-363	105	30	,	,	PUNCT
epaa-363	105	31	mccaffrey	mccaffrey	PROPN
epaa-363	105	32	,	,	PUNCT
epaa-363	105	33	and	and	CCONJ
epaa-363	105	34	sullivan	sullivan	PROPN
epaa-363	105	35	,	,	PUNCT
epaa-363	105	36	2000	2000	NUM
epaa-363	105	37	.	.	PUNCT
epaa-363	105	38	)	)	PUNCT
epaa-363	105	39	figure	figure	NOUN
epaa-363	105	40	1	1	NUM
epaa-363	105	41	.	.	PUNCT
epaa-363	105	42	plot	plot	NOUN
epaa-363	105	43	of	of	ADP
epaa-363	105	44	mathematics	mathematic	NOUN
epaa-363	105	45	standard	standard	ADJ
epaa-363	105	46	deviation	deviation	NOUN
epaa-363	105	47	by	by	ADP
epaa-363	105	48	mathematics	mathematic	NOUN
epaa-363	105	49	mean	mean	VERB
epaa-363	105	50	,	,	PUNCT
epaa-363	105	51	grade	grade	NOUN
epaa-363	105	52	8	8	NUM
epaa-363	105	53	,	,	PUNCT
epaa-363	105	54	31	31	NUM
epaa-363	105	55	countries	country	NOUN
epaa-363	105	56	meeting	meet	VERB
epaa-363	105	57	sampling	sample	VERB
epaa-363	105	58	requirements	requirement	NOUN
epaa-363	105	59	(	(	PUNCT
epaa-363	105	60	based	base	VERB
epaa-363	105	61	on	on	ADP
epaa-363	105	62	beaton	beaton	PROPN
epaa-363	105	63	et	et	PROPN
epaa-363	105	64	al	al	PROPN
epaa-363	105	65	.	.	PROPN
epaa-363	105	66	,	,	PUNCT
epaa-363	105	67	1996a	1996a	NUM
epaa-363	105	68	)	)	PUNCT
epaa-363	105	69	figure	figure	NOUN
epaa-363	105	70	1	1	NUM
epaa-363	105	71	rebuts	rebut	VERB
epaa-363	105	72	the	the	DET
epaa-363	105	73	common	common	ADJ
epaa-363	105	74	notion	notion	NOUN
epaa-363	105	75	that	that	SCONJ
epaa-363	105	76	high	high	ADJ
epaa-363	105	77	-	-	PUNCT
epaa-363	105	78	scoring	score	VERB
epaa-363	105	79	asian	asian	ADJ
epaa-363	105	80	countries	country	NOUN
epaa-363	105	81	have	have	AUX
epaa-363	105	82	a	a	DET
epaa-363	105	83	more	more	ADV
epaa-363	105	84	equitable	equitable	ADJ
epaa-363	105	85	(	(	PUNCT
epaa-363	105	86	i.e.	i.e.	X
epaa-363	105	87	,	,	PUNCT
epaa-363	105	88	narrower	narrower	ADJ
epaa-363	105	89	)	)	PUNCT
epaa-363	105	90	dispersion	dispersion	NOUN
epaa-363	105	91	of	of	ADP
epaa-363	105	92	performance	performance	NOUN
epaa-363	105	93	,	,	PUNCT
epaa-363	105	94	at	at	ADP
epaa-363	105	95	least	least	ADJ
epaa-363	105	96	in	in	ADP
epaa-363	105	97	eighth	eighth	ADJ
epaa-363	105	98	-	-	PUNCT
epaa-363	105	99	grade	grade	NOUN
epaa-363	105	100	7	7	NUM
epaa-363	105	101	of	of	ADP
epaa-363	105	102	28	28	NUM
epaa-363	105	103	mathematics	mathematic	NOUN
epaa-363	105	104	.	.	PUNCT
epaa-363	106	1	all	all	DET
epaa-363	106	2	three	three	NUM
epaa-363	106	3	of	of	ADP
epaa-363	106	4	the	the	DET
epaa-363	106	5	asian	asian	ADJ
epaa-363	106	6	countries	country	NOUN
epaa-363	106	7	in	in	ADP
epaa-363	106	8	our	our	PRON
epaa-363	106	9	sample	sample	NOUN
epaa-363	106	10	have	have	VERB
epaa-363	106	11	larger	large	ADJ
epaa-363	106	12	standard	standard	ADJ
epaa-363	106	13	deviations	deviation	NOUN
epaa-363	106	14	than	than	SCONJ
epaa-363	106	15	does	do	VERB
epaa-363	106	16	the	the	DET
epaa-363	106	17	us	we	PRON
epaa-363	106	18	:	:	PUNCT
epaa-363	106	19	hong	hong	PROPN
epaa-363	106	20	kong	kong	PROPN
epaa-363	106	21	's	's	PART
epaa-363	106	22	and	and	CCONJ
epaa-363	106	23	japan	japan	PROPN
epaa-363	106	24	's	's	PART
epaa-363	106	25	standard	standard	ADJ
epaa-363	106	26	deviations	deviation	NOUN
epaa-363	106	27	are	be	AUX
epaa-363	106	28	roughly	roughly	ADV
epaa-363	106	29	10	10	NUM
epaa-363	106	30	%	%	NOUN
epaa-363	106	31	larger	large	ADJ
epaa-363	106	32	than	than	ADP
epaa-363	106	33	that	that	PRON
epaa-363	106	34	in	in	ADP
epaa-363	106	35	the	the	DET
epaa-363	106	36	us	us	PROPN
epaa-363	106	37	,	,	PUNCT
epaa-363	106	38	and	and	CCONJ
epaa-363	106	39	korea	korea	PROPN
epaa-363	106	40	's	's	PART
epaa-363	106	41	is	be	AUX
epaa-363	106	42	approximately	approximately	ADV
epaa-363	106	43	20	20	NUM
epaa-363	106	44	%	%	NOUN
epaa-363	106	45	larger	large	ADJ
epaa-363	106	46	.	.	PUNCT
epaa-363	107	1	among	among	ADP
epaa-363	107	2	our	our	PRON
epaa-363	107	3	sample	sample	NOUN
epaa-363	107	4	of	of	ADP
epaa-363	107	5	seven	seven	NUM
epaa-363	107	6	countries	country	NOUN
epaa-363	107	7	,	,	PUNCT
epaa-363	107	8	only	only	ADV
epaa-363	107	9	france	france	PROPN
epaa-363	107	10	has	have	VERB
epaa-363	107	11	an	an	DET
epaa-363	107	12	unusually	unusually	ADV
epaa-363	107	13	small	small	ADJ
epaa-363	107	14	standard	standard	ADJ
epaa-363	107	15	deviation	deviation	NOUN
epaa-363	107	16	of	of	ADP
epaa-363	107	17	eighth	eighth	ADJ
epaa-363	107	18	grade	grade	NOUN
epaa-363	107	19	mathematics	mathematic	NOUN
epaa-363	107	20	performance	performance	NOUN
epaa-363	107	21	,	,	PUNCT
epaa-363	107	22	either	either	CCONJ
epaa-363	107	23	in	in	ADP
epaa-363	107	24	absolute	absolute	ADJ
epaa-363	107	25	terms	term	NOUN
epaa-363	107	26	or	or	CCONJ
epaa-363	107	27	relative	relative	ADJ
epaa-363	107	28	to	to	ADP
epaa-363	107	29	its	its	PRON
epaa-363	107	30	mean	mean	NOUN
epaa-363	107	31	.	.	PUNCT
epaa-363	108	1	in	in	ADP
epaa-363	108	2	grade	grade	NOUN
epaa-363	108	3	8	8	NUM
epaa-363	108	4	mathematics	mathematic	NOUN
epaa-363	108	5	,	,	PUNCT
epaa-363	108	6	timss	timss	PROPN
epaa-363	108	7	also	also	ADV
epaa-363	108	8	calls	call	VERB
epaa-363	108	9	into	into	ADP
epaa-363	108	10	question	question	NOUN
epaa-363	108	11	the	the	DET
epaa-363	108	12	view	view	NOUN
epaa-363	108	13	that	that	SCONJ
epaa-363	108	14	the	the	DET
epaa-363	108	15	us	us	PROPN
epaa-363	108	16	mean	mean	VERB
epaa-363	108	17	is	be	AUX
epaa-363	108	18	pulled	pull	VERB
epaa-363	108	19	downward	downward	ADV
epaa-363	108	20	by	by	ADP
epaa-363	108	21	a	a	DET
epaa-363	108	22	distribution	distribution	NOUN
epaa-363	108	23	with	with	ADP
epaa-363	108	24	an	an	DET
epaa-363	108	25	unusually	unusually	ADV
epaa-363	108	26	long	long	ADJ
epaa-363	108	27	left	left	ADJ
epaa-363	108	28	-	-	PUNCT
epaa-363	108	29	hand	hand	NOUN
epaa-363	108	30	(	(	PUNCT
epaa-363	108	31	low	low	ADJ
epaa-363	108	32	-	-	PUNCT
epaa-363	108	33	scoring	scoring	NOUN
epaa-363	108	34	)	)	PUNCT
epaa-363	108	35	tail	tail	NOUN
epaa-363	108	36	.	.	PUNCT
epaa-363	109	1	as	as	SCONJ
epaa-363	109	2	shown	show	VERB
epaa-363	109	3	in	in	ADP
epaa-363	109	4	figure	figure	NOUN
epaa-363	109	5	2	2	NUM
epaa-363	109	6	,	,	PUNCT
epaa-363	109	7	the	the	DET
epaa-363	109	8	us	us	PROPN
epaa-363	109	9	distribution	distribution	NOUN
epaa-363	109	10	shows	show	VERB
epaa-363	109	11	a	a	DET
epaa-363	109	12	slight	slight	ADJ
epaa-363	109	13	right	right	ADJ
epaa-363	109	14	-	-	PUNCT
epaa-363	109	15	hand	hand	NOUN
epaa-363	109	16	skew	skew	NOUN
epaa-363	109	17	rather	rather	ADV
epaa-363	109	18	than	than	ADP
epaa-363	109	19	a	a	DET
epaa-363	109	20	left	left	ADJ
epaa-363	109	21	-	-	PUNCT
epaa-363	109	22	hand	hand	NOUN
epaa-363	109	23	skew	skew	NOUN
epaa-363	109	24	.	.	PUNCT
epaa-363	110	1	the	the	DET
epaa-363	110	2	us	us	PROPN
epaa-363	110	3	mean	mean	VERB
epaa-363	110	4	is	be	AUX
epaa-363	110	5	not	not	PART
epaa-363	110	6	pulled	pull	VERB
epaa-363	110	7	downward	downward	ADV
epaa-363	110	8	because	because	SCONJ
epaa-363	110	9	of	of	ADP
epaa-363	110	10	a	a	DET
epaa-363	110	11	small	small	ADJ
epaa-363	110	12	number	number	NOUN
epaa-363	110	13	of	of	ADP
epaa-363	110	14	low	low	ADJ
epaa-363	110	15	scoring	scoring	NOUN
epaa-363	110	16	students	student	NOUN
epaa-363	110	17	.	.	PUNCT
epaa-363	111	1	figure	figure	NOUN
epaa-363	111	2	2	2	NUM
epaa-363	111	3	compares	compare	VERB
epaa-363	111	4	the	the	DET
epaa-363	111	5	us	us	PROPN
epaa-363	111	6	distribution	distribution	NOUN
epaa-363	111	7	to	to	ADP
epaa-363	111	8	the	the	DET
epaa-363	111	9	data	datum	NOUN
epaa-363	111	10	from	from	ADP
epaa-363	111	11	korea	korea	PROPN
epaa-363	111	12	.	.	PUNCT
epaa-363	112	1	the	the	DET
epaa-363	112	2	korean	korean	ADJ
epaa-363	112	3	distribution	distribution	NOUN
epaa-363	112	4	is	be	AUX
epaa-363	112	5	substantially	substantially	ADV
epaa-363	112	6	wider	wide	ADJ
epaa-363	112	7	,	,	PUNCT
epaa-363	112	8	as	as	SCONJ
epaa-363	112	9	its	its	PRON
epaa-363	112	10	larger	large	ADJ
epaa-363	112	11	standard	standard	ADJ
epaa-363	112	12	deviation	deviation	NOUN
epaa-363	112	13	indicates	indicate	VERB
epaa-363	112	14	.	.	PUNCT
epaa-363	113	1	the	the	DET
epaa-363	113	2	right	right	ADJ
epaa-363	113	3	-	-	PUNCT
epaa-363	113	4	hand	hand	NOUN
epaa-363	113	5	tails	tail	NOUN
epaa-363	113	6	of	of	ADP
epaa-363	113	7	the	the	DET
epaa-363	113	8	distributions	distribution	NOUN
epaa-363	113	9	in	in	ADP
epaa-363	113	10	the	the	DET
epaa-363	113	11	two	two	NUM
epaa-363	113	12	countries	country	NOUN
epaa-363	113	13	are	be	AUX
epaa-363	113	14	nearly	nearly	ADV
epaa-363	113	15	parallel	parallel	ADJ
epaa-363	113	16	.	.	PUNCT
epaa-363	114	1	the	the	DET
epaa-363	114	2	left	left	ADJ
epaa-363	114	3	-	-	PUNCT
epaa-363	114	4	hand	hand	NOUN
epaa-363	114	5	side	side	NOUN
epaa-363	114	6	of	of	ADP
epaa-363	114	7	the	the	DET
epaa-363	114	8	distribution	distribution	NOUN
epaa-363	114	9	is	be	AUX
epaa-363	114	10	much	much	ADV
epaa-363	114	11	shorter	short	ADJ
epaa-363	114	12	in	in	ADP
epaa-363	114	13	the	the	DET
epaa-363	114	14	us	us	PROPN
epaa-363	114	15	,	,	PUNCT
epaa-363	114	16	however	however	ADV
epaa-363	114	17	,	,	PUNCT
epaa-363	114	18	pulling	pull	VERB
epaa-363	114	19	the	the	DET
epaa-363	114	20	us	us	PROPN
epaa-363	114	21	tail	tail	NOUN
epaa-363	114	22	closer	close	ADV
epaa-363	114	23	to	to	ADP
epaa-363	114	24	the	the	DET
epaa-363	114	25	korean	korean	ADJ
epaa-363	114	26	tail	tail	NOUN
epaa-363	114	27	.	.	PUNCT
epaa-363	115	1	(	(	PUNCT
epaa-363	115	2	note	note	NOUN
epaa-363	115	3	2	2	NUM
epaa-363	115	4	)	)	PUNCT
epaa-363	115	5	figure	figure	NOUN
epaa-363	115	6	2	2	NUM
epaa-363	115	7	.	.	PUNCT
epaa-363	116	1	distributions	distribution	NOUN
epaa-363	116	2	of	of	ADP
epaa-363	116	3	mathematics	mathematics	NOUN
epaa-363	116	4	scores	score	NOUN
epaa-363	116	5	,	,	PUNCT
epaa-363	116	6	grade	grade	NOUN
epaa-363	116	7	8	8	NUM
epaa-363	116	8	,	,	PUNCT
epaa-363	116	9	korea	korea	PROPN
epaa-363	116	10	and	and	CCONJ
epaa-363	116	11	us	we	PRON
epaa-363	116	12	.	.	PUNCT
epaa-363	117	1	this	this	DET
epaa-363	117	2	plot	plot	NOUN
epaa-363	117	3	is	be	AUX
epaa-363	117	4	unweighted	unweighte	VERB
epaa-363	117	5	.	.	PUNCT
epaa-363	118	1	weighting	weighting	NOUN
epaa-363	118	2	has	have	VERB
epaa-363	118	3	virtually	virtually	ADV
epaa-363	118	4	no	no	DET
epaa-363	118	5	effect	effect	NOUN
epaa-363	118	6	on	on	ADP
epaa-363	118	7	the	the	DET
epaa-363	118	8	distribution	distribution	NOUN
epaa-363	118	9	of	of	ADP
epaa-363	118	10	scores	score	NOUN
epaa-363	118	11	in	in	ADP
epaa-363	118	12	korea	korea	PROPN
epaa-363	118	13	and	and	CCONJ
epaa-363	118	14	only	only	ADV
epaa-363	118	15	a	a	DET
epaa-363	118	16	trivial	trivial	ADJ
epaa-363	118	17	effect	effect	NOUN
epaa-363	118	18	on	on	ADP
epaa-363	118	19	the	the	DET
epaa-363	118	20	distribution	distribution	NOUN
epaa-363	118	21	in	in	ADP
epaa-363	118	22	the	the	DET
epaa-363	118	23	us	us	PROPN
epaa-363	118	24	.	.	PUNCT
epaa-363	119	1	simple	simple	ADJ
epaa-363	119	2	decomposition	decomposition	NOUN
epaa-363	119	3	of	of	ADP
epaa-363	119	4	performance	performance	NOUN
epaa-363	119	5	variance	variance	NOUN
epaa-363	119	6	in	in	ADP
epaa-363	119	7	four	four	NUM
epaa-363	119	8	countries	country	NOUN
epaa-363	119	9	the	the	DET
epaa-363	119	10	previous	previous	ADJ
epaa-363	119	11	discussion	discussion	NOUN
epaa-363	119	12	demonstrates	demonstrate	VERB
epaa-363	119	13	that	that	SCONJ
epaa-363	119	14	the	the	DET
epaa-363	119	15	overall	overall	ADJ
epaa-363	119	16	distribution	distribution	NOUN
epaa-363	119	17	of	of	ADP
epaa-363	119	18	student	student	NOUN
epaa-363	119	19	level	level	NOUN
epaa-363	119	20	performance	performance	NOUN
epaa-363	119	21	in	in	ADP
epaa-363	119	22	the	the	DET
epaa-363	119	23	us	us	PROPN
epaa-363	119	24	is	be	AUX
epaa-363	119	25	not	not	PART
epaa-363	119	26	anomalous	anomalous	ADJ
epaa-363	119	27	.	.	PUNCT
epaa-363	120	1	however	however	ADV
epaa-363	120	2	,	,	PUNCT
epaa-363	120	3	looking	look	VERB
epaa-363	120	4	only	only	ADV
epaa-363	120	5	at	at	ADP
epaa-363	120	6	the	the	DET
epaa-363	120	7	overall	overall	ADJ
epaa-363	120	8	variability	variability	NOUN
epaa-363	120	9	might	might	AUX
epaa-363	120	10	miss	miss	VERB
epaa-363	120	11	important	important	ADJ
epaa-363	120	12	differences	difference	NOUN
epaa-363	120	13	between	between	ADP
epaa-363	120	14	performance	performance	NOUN
epaa-363	120	15	in	in	ADP
epaa-363	120	16	the	the	DET
epaa-363	120	17	us	us	PROPN
epaa-363	120	18	population	population	NOUN
epaa-363	120	19	compared	compare	VERB
epaa-363	120	20	to	to	ADP
epaa-363	120	21	that	that	PRON
epaa-363	120	22	of	of	ADP
epaa-363	120	23	other	other	ADJ
epaa-363	120	24	countries	country	NOUN
epaa-363	120	25	.	.	PUNCT
epaa-363	121	1	for	for	ADP
epaa-363	121	2	example	example	NOUN
epaa-363	121	3	,	,	PUNCT
epaa-363	121	4	the	the	DET
epaa-363	121	5	extent	extent	NOUN
epaa-363	121	6	to	to	PART
epaa-363	121	7	which	which	PRON
epaa-363	121	8	the	the	DET
epaa-363	121	9	variability	variability	NOUN
epaa-363	121	10	is	be	AUX
epaa-363	121	11	clustered	cluster	VERB
epaa-363	121	12	,	,	PUNCT
epaa-363	121	13	e.g.	e.g.	ADV
epaa-363	121	14	,	,	PUNCT
epaa-363	121	15	within	within	ADP
epaa-363	121	16	classrooms	classroom	NOUN
epaa-363	121	17	or	or	CCONJ
epaa-363	121	18	schools	school	NOUN
epaa-363	121	19	,	,	PUNCT
epaa-363	121	20	might	might	AUX
epaa-363	121	21	vary	vary	VERB
epaa-363	121	22	across	across	ADP
epaa-363	121	23	countries	country	NOUN
epaa-363	121	24	.	.	PUNCT
epaa-363	122	1	in	in	ADP
epaa-363	122	2	addition	addition	NOUN
epaa-363	122	3	,	,	PUNCT
epaa-363	122	4	the	the	DET
epaa-363	122	5	possible	possible	ADJ
epaa-363	122	6	sources	source	NOUN
epaa-363	122	7	of	of	ADP
epaa-363	122	8	the	the	DET
epaa-363	122	9	variance	variance	NOUN
epaa-363	122	10	might	might	AUX
epaa-363	122	11	also	also	ADV
epaa-363	122	12	differ	differ	VERB
epaa-363	122	13	across	across	ADP
epaa-363	122	14	countries	country	NOUN
epaa-363	122	15	,	,	PUNCT
epaa-363	122	16	which	which	PRON
epaa-363	122	17	would	would	AUX
epaa-363	122	18	suggest	suggest	VERB
epaa-363	122	19	different	different	ADJ
epaa-363	122	20	interpretations	interpretation	NOUN
epaa-363	122	21	of	of	ADP
epaa-363	122	22	the	the	DET
epaa-363	122	23	variability	variability	NOUN
epaa-363	122	24	of	of	ADP
epaa-363	122	25	performance	performance	NOUN
epaa-363	122	26	and	and	CCONJ
epaa-363	122	27	different	different	ADJ
epaa-363	122	28	policy	policy	NOUN
epaa-363	122	29	responses	response	NOUN
epaa-363	122	30	to	to	ADP
epaa-363	122	31	low	low	ADJ
epaa-363	122	32	mean	mean	NOUN
epaa-363	122	33	performance	performance	NOUN
epaa-363	122	34	in	in	ADP
epaa-363	122	35	the	the	DET
epaa-363	122	36	us	us	PROPN
epaa-363	122	37	.	.	PUNCT
epaa-363	123	1	we	we	PRON
epaa-363	123	2	used	use	VERB
epaa-363	123	3	data	datum	NOUN
epaa-363	123	4	from	from	ADP
epaa-363	123	5	all	all	DET
epaa-363	123	6	seven	seven	NUM
epaa-363	123	7	countries	country	NOUN
epaa-363	123	8	to	to	PART
epaa-363	123	9	determine	determine	VERB
epaa-363	123	10	the	the	DET
epaa-363	123	11	clustering	clustering	NOUN
epaa-363	123	12	of	of	ADP
epaa-363	123	13	variability	variability	NOUN
epaa-363	123	14	within	within	ADP
epaa-363	123	15	and	and	CCONJ
epaa-363	123	16	between	between	ADP
epaa-363	123	17	classrooms	classroom	NOUN
epaa-363	123	18	.	.	PUNCT
epaa-363	124	1	as	as	SCONJ
epaa-363	124	2	noted	note	VERB
epaa-363	124	3	above	above	ADV
epaa-363	124	4	,	,	PUNCT
epaa-363	124	5	8	8	NUM
epaa-363	124	6	of	of	ADP
epaa-363	124	7	28	28	NUM
epaa-363	124	8	we	we	PRON
epaa-363	124	9	focus	focus	VERB
epaa-363	124	10	on	on	ADP
epaa-363	124	11	the	the	DET
epaa-363	124	12	classroom	classroom	NOUN
epaa-363	124	13	rather	rather	ADV
epaa-363	124	14	than	than	ADP
epaa-363	124	15	the	the	DET
epaa-363	124	16	school	school	NOUN
epaa-363	124	17	because	because	SCONJ
epaa-363	124	18	the	the	DET
epaa-363	124	19	timss	timss	PROPN
epaa-363	124	20	sample	sample	NOUN
epaa-363	124	21	makes	make	VERB
epaa-363	124	22	it	it	PRON
epaa-363	124	23	impossible	impossible	ADJ
epaa-363	124	24	to	to	PART
epaa-363	124	25	distinguish	distinguish	VERB
epaa-363	124	26	clustering	clustering	NOUN
epaa-363	124	27	within	within	ADP
epaa-363	124	28	schools	school	NOUN
epaa-363	124	29	from	from	ADP
epaa-363	124	30	clustering	cluster	VERB
epaa-363	124	31	within	within	ADP
epaa-363	124	32	classrooms	classroom	NOUN
epaa-363	124	33	.	.	PUNCT
epaa-363	125	1	the	the	DET
epaa-363	125	2	decomposition	decomposition	NOUN
epaa-363	125	3	of	of	ADP
epaa-363	125	4	mathematics	mathematic	NOUN
epaa-363	125	5	score	score	NOUN
epaa-363	125	6	variance	variance	NOUN
epaa-363	125	7	into	into	ADP
epaa-363	125	8	withinand	withinand	NOUN
epaa-363	125	9	between	between	ADP
epaa-363	125	10	-	-	PUNCT
epaa-363	125	11	classroom	classroom	NOUN
epaa-363	125	12	components	component	NOUN
epaa-363	125	13	is	be	AUX
epaa-363	125	14	sufficient	sufficient	ADJ
epaa-363	125	15	to	to	PART
epaa-363	125	16	reveal	reveal	VERB
epaa-363	125	17	striking	striking	ADJ
epaa-363	125	18	differences	difference	NOUN
epaa-363	125	19	among	among	ADP
epaa-363	125	20	the	the	DET
epaa-363	125	21	seven	seven	NUM
epaa-363	125	22	countries	country	NOUN
epaa-363	125	23	in	in	ADP
epaa-363	125	24	our	our	PRON
epaa-363	125	25	sample	sample	NOUN
epaa-363	125	26	.	.	PUNCT
epaa-363	126	1	in	in	ADP
epaa-363	126	2	the	the	DET
epaa-363	126	3	us	us	PROPN
epaa-363	126	4	,	,	PUNCT
epaa-363	126	5	hong	hong	PROPN
epaa-363	126	6	kong	kong	PROPN
epaa-363	126	7	,	,	PUNCT
epaa-363	126	8	germany	germany	PROPN
epaa-363	126	9	,	,	PUNCT
epaa-363	126	10	and	and	CCONJ
epaa-363	126	11	australia	australia	PROPN
epaa-363	126	12	,	,	PUNCT
epaa-363	126	13	a	a	DET
epaa-363	126	14	bit	bit	NOUN
epaa-363	126	15	over	over	ADP
epaa-363	126	16	half	half	NOUN
epaa-363	126	17	of	of	ADP
epaa-363	126	18	the	the	DET
epaa-363	126	19	total	total	ADJ
epaa-363	126	20	variance	variance	NOUN
epaa-363	126	21	in	in	ADP
epaa-363	126	22	eighth	eighth	ADJ
epaa-363	126	23	-	-	PUNCT
epaa-363	126	24	grade	grade	NOUN
epaa-363	126	25	mathematics	mathematic	NOUN
epaa-363	126	26	scores	score	NOUN
epaa-363	126	27	lies	lie	VERB
epaa-363	126	28	within	within	ADP
epaa-363	126	29	classrooms	classroom	NOUN
epaa-363	126	30	(	(	PUNCT
epaa-363	126	31	table	table	NOUN
epaa-363	126	32	1	1	NUM
epaa-363	126	33	)	)	PUNCT
epaa-363	126	34	.	.	PUNCT
epaa-363	127	1	in	in	ADP
epaa-363	127	2	contrast	contrast	NOUN
epaa-363	127	3	,	,	PUNCT
epaa-363	127	4	in	in	ADP
epaa-363	127	5	japan	japan	PROPN
epaa-363	127	6	and	and	CCONJ
epaa-363	127	7	korea	korea	PROPN
epaa-363	127	8	,	,	PUNCT
epaa-363	127	9	over	over	ADP
epaa-363	127	10	90	90	NUM
epaa-363	127	11	percent	percent	NOUN
epaa-363	127	12	of	of	ADP
epaa-363	127	13	the	the	DET
epaa-363	127	14	variance	variance	NOUN
epaa-363	127	15	lies	lie	VERB
epaa-363	127	16	within	within	ADP
epaa-363	127	17	classrooms	classroom	NOUN
epaa-363	127	18	.	.	PUNCT
epaa-363	128	1	france	france	PROPN
epaa-363	128	2	is	be	AUX
epaa-363	128	3	intermediate	intermediate	ADJ
epaa-363	128	4	,	,	PUNCT
epaa-363	128	5	with	with	ADP
epaa-363	128	6	about	about	ADV
epaa-363	128	7	three	three	NUM
epaa-363	128	8	-	-	PUNCT
epaa-363	128	9	fourths	fourth	NOUN
epaa-363	128	10	of	of	ADP
epaa-363	128	11	the	the	DET
epaa-363	128	12	total	total	ADJ
epaa-363	128	13	variance	variance	NOUN
epaa-363	128	14	lying	lie	VERB
epaa-363	128	15	within	within	ADP
epaa-363	128	16	classrooms	classroom	NOUN
epaa-363	128	17	.	.	PUNCT
epaa-363	129	1	table	table	NOUN
epaa-363	129	2	1	1	NUM
epaa-363	129	3	percent	percent	NOUN
epaa-363	129	4	of	of	ADP
epaa-363	129	5	score	score	NOUN
epaa-363	129	6	variance	variance	NOUN
epaa-363	129	7	within	within	ADP
epaa-363	129	8	and	and	CCONJ
epaa-363	129	9	between	between	ADP
epaa-363	129	10	classrooms	classroom	NOUN
epaa-363	129	11	country	country	NOUN
epaa-363	129	12	percent	percent	NOUN
epaa-363	129	13	between	between	ADP
epaa-363	129	14	percent	percent	NOUN
epaa-363	129	15	within	within	ADP
epaa-363	129	16	australia	australia	PROPN
epaa-363	130	1	47	47	NUM
epaa-363	130	2	%	%	NOUN
epaa-363	130	3	53	53	NUM
epaa-363	130	4	%	%	NOUN
epaa-363	130	5	france	france	PROPN
epaa-363	130	6	27	27	NUM
epaa-363	130	7	73	73	NUM
epaa-363	130	8	germany	germany	PROPN
epaa-363	130	9	45	45	NUM
epaa-363	130	10	55	55	NUM
epaa-363	130	11	hong	hong	PROPN
epaa-363	130	12	kong	kong	PROPN
epaa-363	130	13	46	46	NUM
epaa-363	130	14	54	54	NUM
epaa-363	130	15	japan	japan	PROPN
epaa-363	130	16	8	8	NUM
epaa-363	130	17	92	92	NUM
epaa-363	130	18	korea	korea	NOUN
epaa-363	130	19	6	6	NUM
epaa-363	130	20	94	94	NUM
epaa-363	130	21	us	we	PRON
epaa-363	130	22	42	42	NUM
epaa-363	130	23	58	58	NUM
epaa-363	130	24	similarities	similarity	NOUN
epaa-363	130	25	among	among	ADP
epaa-363	130	26	some	some	DET
epaa-363	130	27	countries	country	NOUN
epaa-363	130	28	in	in	ADP
epaa-363	130	29	this	this	DET
epaa-363	130	30	decomposition	decomposition	NOUN
epaa-363	130	31	of	of	ADP
epaa-363	130	32	variance	variance	NOUN
epaa-363	130	33	,	,	PUNCT
epaa-363	130	34	however	however	ADV
epaa-363	130	35	,	,	PUNCT
epaa-363	130	36	might	might	AUX
epaa-363	130	37	mask	mask	VERB
epaa-363	130	38	important	important	ADJ
epaa-363	130	39	differences	difference	NOUN
epaa-363	130	40	that	that	PRON
epaa-363	130	41	would	would	AUX
epaa-363	130	42	be	be	AUX
epaa-363	130	43	come	come	VERB
epaa-363	130	44	apparent	apparent	ADJ
epaa-363	130	45	if	if	SCONJ
epaa-363	130	46	timss	timss	PROPN
epaa-363	130	47	made	make	VERB
epaa-363	130	48	it	it	PRON
epaa-363	130	49	possible	possible	ADJ
epaa-363	130	50	to	to	PART
epaa-363	130	51	distinguish	distinguish	VERB
epaa-363	130	52	between	between	ADP
epaa-363	130	53	-	-	PUNCT
epaa-363	130	54	school	school	NOUN
epaa-363	130	55	from	from	ADP
epaa-363	130	56	between	between	ADP
epaa-363	130	57	-	-	PUNCT
epaa-363	130	58	classroom	classroom	NOUN
epaa-363	130	59	variance	variance	NOUN
epaa-363	130	60	.	.	PUNCT
epaa-363	131	1	for	for	ADP
epaa-363	131	2	example	example	NOUN
epaa-363	131	3	,	,	PUNCT
epaa-363	131	4	schmidt	schmidt	PROPN
epaa-363	131	5	,	,	PUNCT
epaa-363	131	6	wolfe	wolfe	PROPN
epaa-363	131	7	,	,	PUNCT
epaa-363	131	8	and	and	CCONJ
epaa-363	131	9	kifer	kifer	X
epaa-363	131	10	(	(	PUNCT
epaa-363	131	11	1993	1993	NUM
epaa-363	131	12	)	)	PUNCT
epaa-363	131	13	partitioned	partition	VERB
epaa-363	131	14	the	the	DET
epaa-363	131	15	variance	variance	NOUN
epaa-363	131	16	of	of	ADP
epaa-363	131	17	eighth	eighth	ADJ
epaa-363	131	18	grade	grade	NOUN
epaa-363	131	19	mathematics	mathematic	NOUN
epaa-363	131	20	scores	score	NOUN
epaa-363	131	21	in	in	ADP
epaa-363	131	22	six	six	NUM
epaa-363	131	23	countries	country	NOUN
epaa-363	131	24	using	use	VERB
epaa-363	131	25	data	datum	NOUN
epaa-363	131	26	from	from	ADP
epaa-363	131	27	the	the	DET
epaa-363	131	28	second	second	ADJ
epaa-363	131	29	international	international	ADJ
epaa-363	131	30	mathematics	mathematic	NOUN
epaa-363	131	31	study	study	NOUN
epaa-363	131	32	,	,	PUNCT
epaa-363	131	33	which	which	PRON
epaa-363	131	34	had	have	VERB
epaa-363	131	35	two	two	NUM
epaa-363	131	36	classrooms	classroom	NOUN
epaa-363	131	37	per	per	ADP
epaa-363	131	38	school	school	NOUN
epaa-363	131	39	in	in	ADP
epaa-363	131	40	a	a	DET
epaa-363	131	41	number	number	NOUN
epaa-363	131	42	of	of	ADP
epaa-363	131	43	countries	country	NOUN
epaa-363	131	44	.	.	PUNCT
epaa-363	132	1	they	they	PRON
epaa-363	132	2	found	find	VERB
epaa-363	132	3	striking	striking	ADJ
epaa-363	132	4	differences	difference	NOUN
epaa-363	132	5	among	among	ADP
epaa-363	132	6	countries	country	NOUN
epaa-363	132	7	in	in	ADP
epaa-363	132	8	the	the	DET
epaa-363	132	9	partitioning	partitioning	NOUN
epaa-363	132	10	of	of	ADP
epaa-363	132	11	aggregate	aggregate	ADJ
epaa-363	132	12	variance	variance	NOUN
epaa-363	132	13	.	.	PUNCT
epaa-363	133	1	in	in	ADP
epaa-363	133	2	france	france	PROPN
epaa-363	133	3	,	,	PUNCT
epaa-363	133	4	for	for	ADP
epaa-363	133	5	example	example	NOUN
epaa-363	133	6	,	,	PUNCT
epaa-363	133	7	they	they	PRON
epaa-363	133	8	found	find	VERB
epaa-363	133	9	that	that	SCONJ
epaa-363	133	10	two	two	NUM
epaa-363	133	11	-	-	PUNCT
epaa-363	133	12	thirds	third	NOUN
epaa-363	133	13	of	of	ADP
epaa-363	133	14	the	the	DET
epaa-363	133	15	aggregate	aggregate	ADJ
epaa-363	133	16	variance	variance	NOUN
epaa-363	133	17	lay	lie	VERB
epaa-363	133	18	between	between	ADP
epaa-363	133	19	schools	school	NOUN
epaa-363	133	20	,	,	PUNCT
epaa-363	133	21	while	while	SCONJ
epaa-363	133	22	in	in	ADP
epaa-363	133	23	the	the	DET
epaa-363	133	24	us	us	PROPN
epaa-363	133	25	,	,	PUNCT
epaa-363	133	26	only	only	ADV
epaa-363	133	27	9	9	NUM
epaa-363	133	28	percent	percent	NOUN
epaa-363	133	29	of	of	ADP
epaa-363	133	30	the	the	DET
epaa-363	133	31	aggregate	aggregate	ADJ
epaa-363	133	32	variance	variance	NOUN
epaa-363	133	33	lay	lie	VERB
epaa-363	133	34	between	between	ADP
epaa-363	133	35	schools	school	NOUN
epaa-363	133	36	(	(	PUNCT
epaa-363	133	37	with	with	ADP
epaa-363	133	38	the	the	DET
epaa-363	133	39	remainder	remainder	NOUN
epaa-363	133	40	lying	lying	NOUN
epaa-363	133	41	between	between	ADP
epaa-363	133	42	classrooms	classroom	NOUN
epaa-363	133	43	within	within	ADP
epaa-363	133	44	schools	school	NOUN
epaa-363	133	45	)	)	PUNCT
epaa-363	133	46	.	.	PUNCT
epaa-363	134	1	the	the	DET
epaa-363	134	2	average	average	ADJ
epaa-363	134	3	classrooms	classroom	NOUN
epaa-363	134	4	in	in	ADP
epaa-363	134	5	our	our	PRON
epaa-363	134	6	sample	sample	NOUN
epaa-363	134	7	of	of	ADP
epaa-363	134	8	seven	seven	NUM
epaa-363	134	9	countries	country	NOUN
epaa-363	134	10	differ	differ	VERB
epaa-363	134	11	strikingly	strikingly	ADV
epaa-363	134	12	in	in	ADP
epaa-363	134	13	their	their	PRON
epaa-363	134	14	heterogeneity	heterogeneity	NOUN
epaa-363	134	15	of	of	ADP
epaa-363	134	16	performance	performance	NOUN
epaa-363	134	17	,	,	PUNCT
epaa-363	134	18	with	with	ADP
epaa-363	134	19	the	the	DET
epaa-363	134	20	us	we	PRON
epaa-363	134	21	showing	show	VERB
epaa-363	134	22	relatively	relatively	ADV
epaa-363	134	23	little	little	ADJ
epaa-363	134	24	variability	variability	NOUN
epaa-363	134	25	within	within	ADP
epaa-363	134	26	classrooms	classroom	NOUN
epaa-363	134	27	.	.	PUNCT
epaa-363	135	1	the	the	DET
epaa-363	135	2	heterogeneity	heterogeneity	NOUN
epaa-363	135	3	of	of	ADP
epaa-363	135	4	performance	performance	NOUN
epaa-363	135	5	within	within	ADP
epaa-363	135	6	classrooms	classroom	NOUN
epaa-363	135	7	depends	depend	VERB
epaa-363	135	8	on	on	ADP
epaa-363	135	9	both	both	CCONJ
epaa-363	135	10	the	the	DET
epaa-363	135	11	total	total	ADJ
epaa-363	135	12	variance	variance	NOUN
epaa-363	135	13	of	of	ADP
epaa-363	135	14	performance	performance	NOUN
epaa-363	135	15	in	in	ADP
epaa-363	135	16	each	each	DET
epaa-363	135	17	nation	nation	NOUN
epaa-363	135	18	and	and	CCONJ
epaa-363	135	19	the	the	DET
epaa-363	135	20	breakdown	breakdown	NOUN
epaa-363	135	21	of	of	ADP
epaa-363	135	22	this	this	DET
epaa-363	135	23	variance	variance	NOUN
epaa-363	135	24	into	into	ADP
epaa-363	135	25	withinand	withinand	NOUN
epaa-363	135	26	between	between	ADP
epaa-363	135	27	-	-	PUNCT
epaa-363	135	28	classroom	classroom	NOUN
epaa-363	135	29	components	component	NOUN
epaa-363	135	30	.	.	PUNCT
epaa-363	136	1	japan	japan	PROPN
epaa-363	136	2	and	and	CCONJ
epaa-363	136	3	korea	korea	PROPN
epaa-363	136	4	have	have	VERB
epaa-363	136	5	slightly	slightly	ADV
epaa-363	136	6	larger	large	ADJ
epaa-363	136	7	national	national	ADJ
epaa-363	136	8	standard	standard	ADJ
epaa-363	136	9	deviations	deviation	NOUN
epaa-363	136	10	than	than	ADP
epaa-363	136	11	the	the	DET
epaa-363	136	12	us	us	PROPN
epaa-363	136	13	in	in	ADP
epaa-363	136	14	population	population	NOUN
epaa-363	136	15	2	2	NUM
epaa-363	136	16	mathematics	mathematic	NOUN
epaa-363	136	17	and	and	CCONJ
epaa-363	136	18	also	also	ADV
epaa-363	136	19	have	have	VERB
epaa-363	136	20	a	a	DET
epaa-363	136	21	much	much	ADV
epaa-363	136	22	larger	large	ADJ
epaa-363	136	23	share	share	NOUN
epaa-363	136	24	of	of	ADP
epaa-363	136	25	their	their	PRON
epaa-363	136	26	total	total	ADJ
epaa-363	136	27	variance	variance	NOUN
epaa-363	136	28	lying	lie	VERB
epaa-363	136	29	within	within	ADP
epaa-363	136	30	classrooms	classroom	NOUN
epaa-363	136	31	than	than	SCONJ
epaa-363	136	32	does	do	VERB
epaa-363	136	33	the	the	DET
epaa-363	136	34	us	us	PROPN
epaa-363	136	35	.	.	PUNCT
epaa-363	137	1	therefore	therefore	ADV
epaa-363	137	2	,	,	PUNCT
epaa-363	137	3	the	the	DET
epaa-363	137	4	typical	typical	ADJ
epaa-363	137	5	within	within	ADP
epaa-363	137	6	-	-	PUNCT
epaa-363	137	7	classroom	classroom	NOUN
epaa-363	137	8	standard	standard	ADJ
epaa-363	137	9	deviation	deviation	NOUN
epaa-363	137	10	in	in	ADP
epaa-363	137	11	mathematics	mathematics	NOUN
epaa-363	137	12	is	be	AUX
epaa-363	137	13	considerably	considerably	ADV
epaa-363	137	14	larger	large	ADJ
epaa-363	137	15	in	in	ADP
epaa-363	137	16	japan	japan	PROPN
epaa-363	137	17	(	(	PUNCT
epaa-363	137	18	96	96	NUM
epaa-363	137	19	)	)	PUNCT
epaa-363	137	20	and	and	CCONJ
epaa-363	137	21	korea	korea	PROPN
epaa-363	137	22	(	(	PUNCT
epaa-363	137	23	102	102	NUM
epaa-363	137	24	)	)	PUNCT
epaa-363	137	25	than	than	ADP
epaa-363	137	26	in	in	ADP
epaa-363	137	27	the	the	DET
epaa-363	137	28	us	us	PROPN
epaa-363	137	29	(	(	PUNCT
epaa-363	137	30	74	74	NUM
epaa-363	137	31	)	)	PUNCT
epaa-363	137	32	.	.	PUNCT
epaa-363	138	1	(	(	PUNCT
epaa-363	138	2	see	see	VERB
epaa-363	138	3	table	table	NOUN
epaa-363	138	4	2	2	NUM
epaa-363	138	5	.	.	PUNCT
epaa-363	138	6	)	)	PUNCT
epaa-363	139	1	the	the	DET
epaa-363	139	2	average	average	ADJ
epaa-363	139	3	classrooms	classroom	NOUN
epaa-363	139	4	in	in	ADP
epaa-363	139	5	france	france	PROPN
epaa-363	139	6	,	,	PUNCT
epaa-363	139	7	germany	germany	PROPN
epaa-363	139	8	,	,	PUNCT
epaa-363	139	9	hong	hong	PROPN
epaa-363	139	10	kong	kong	PROPN
epaa-363	139	11	,	,	PUNCT
epaa-363	139	12	and	and	CCONJ
epaa-363	139	13	australia	australia	PROPN
epaa-363	139	14	are	be	AUX
epaa-363	139	15	more	more	ADV
epaa-363	139	16	similar	similar	ADJ
epaa-363	139	17	to	to	ADP
epaa-363	139	18	that	that	PRON
epaa-363	139	19	in	in	ADP
epaa-363	139	20	the	the	DET
epaa-363	139	21	us	us	PROPN
epaa-363	139	22	in	in	ADP
epaa-363	139	23	heterogeneity	heterogeneity	NOUN
epaa-363	139	24	.	.	PUNCT
epaa-363	140	1	table	table	NOUN
epaa-363	140	2	2	2	NUM
epaa-363	140	3	within	within	ADP
epaa-363	140	4	-	-	PUNCT
epaa-363	140	5	classroom	classroom	NOUN
epaa-363	140	6	standard	standard	ADJ
epaa-363	140	7	deviations	deviation	NOUN
epaa-363	140	8	9	9	NUM
epaa-363	140	9	of	of	ADP
epaa-363	140	10	28	28	NUM
epaa-363	140	11	country	country	NOUN
epaa-363	140	12	standard	standard	ADJ
epaa-363	140	13	deviation	deviation	NOUN
epaa-363	140	14	australia	australia	PROPN
epaa-363	140	15	83	83	NUM
epaa-363	140	16	france	france	PROPN
epaa-363	140	17	63	63	NUM
epaa-363	140	18	germany	germany	PROPN
epaa-363	140	19	64	64	NUM
epaa-363	140	20	hong	hong	PROPN
epaa-363	140	21	kong	kong	PROPN
epaa-363	140	22	73	73	NUM
epaa-363	140	23	japan	japan	PROPN
epaa-363	140	24	96	96	PROPN
epaa-363	140	25	korea	korea	PROPN
epaa-363	140	26	102	102	NUM
epaa-363	141	1	us	we	PRON
epaa-363	141	2	74	74	NUM
epaa-363	141	3	multilevel	multilevel	NOUN
epaa-363	141	4	models	model	NOUN
epaa-363	141	5	of	of	ADP
epaa-363	141	6	performance	performance	NOUN
epaa-363	141	7	variation	variation	NOUN
epaa-363	141	8	as	as	SCONJ
epaa-363	141	9	noted	note	VERB
epaa-363	141	10	,	,	PUNCT
epaa-363	141	11	we	we	PRON
epaa-363	141	12	used	use	VERB
epaa-363	141	13	data	datum	NOUN
epaa-363	141	14	from	from	ADP
epaa-363	141	15	four	four	NUM
epaa-363	141	16	countries	country	NOUN
epaa-363	141	17	,	,	PUNCT
epaa-363	141	18	the	the	DET
epaa-363	141	19	us	us	PROPN
epaa-363	141	20	,	,	PUNCT
epaa-363	141	21	france	france	PROPN
epaa-363	141	22	,	,	PUNCT
epaa-363	141	23	hong	hong	PROPN
epaa-363	141	24	kong	kong	PROPN
epaa-363	141	25	,	,	PUNCT
epaa-363	141	26	and	and	CCONJ
epaa-363	141	27	korea	korea	PROPN
epaa-363	141	28	,	,	PUNCT
epaa-363	141	29	to	to	PART
epaa-363	141	30	explore	explore	VERB
epaa-363	141	31	the	the	DET
epaa-363	141	32	relationships	relationship	NOUN
epaa-363	141	33	between	between	ADP
epaa-363	141	34	performance	performance	NOUN
epaa-363	141	35	variation	variation	NOUN
epaa-363	141	36	and	and	CCONJ
epaa-363	141	37	background	background	NOUN
epaa-363	141	38	variables	variable	NOUN
epaa-363	141	39	.	.	PUNCT
epaa-363	142	1	based	base	VERB
epaa-363	142	2	on	on	ADP
epaa-363	142	3	research	research	NOUN
epaa-363	142	4	showing	show	VERB
epaa-363	142	5	which	which	DET
epaa-363	142	6	background	background	NOUN
epaa-363	142	7	characteristics	characteristic	NOUN
epaa-363	142	8	predict	predict	VERB
epaa-363	142	9	student	student	NOUN
epaa-363	142	10	performance	performance	NOUN
epaa-363	142	11	in	in	ADP
epaa-363	142	12	the	the	DET
epaa-363	142	13	us	us	PROPN
epaa-363	142	14	,	,	PUNCT
epaa-363	142	15	we	we	PRON
epaa-363	142	16	chose	choose	VERB
epaa-363	142	17	to	to	PART
epaa-363	142	18	examine	examine	VERB
epaa-363	142	19	parental	parental	ADJ
epaa-363	142	20	education	education	NOUN
epaa-363	142	21	,	,	PUNCT
epaa-363	142	22	other	other	ADJ
epaa-363	142	23	measures	measure	NOUN
epaa-363	142	24	of	of	ADP
epaa-363	142	25	socioeconomic	socioeconomic	ADJ
epaa-363	142	26	status	status	NOUN
epaa-363	142	27	and	and	CCONJ
epaa-363	142	28	family	family	NOUN
epaa-363	142	29	composition	composition	NOUN
epaa-363	142	30	,	,	PUNCT
epaa-363	142	31	measures	measure	NOUN
epaa-363	142	32	of	of	ADP
epaa-363	142	33	academic	academic	ADJ
epaa-363	142	34	press	press	NOUN
epaa-363	142	35	in	in	ADP
epaa-363	142	36	the	the	DET
epaa-363	142	37	family	family	NOUN
epaa-363	142	38	and	and	CCONJ
epaa-363	142	39	community	community	NOUN
epaa-363	142	40	,	,	PUNCT
epaa-363	142	41	and	and	CCONJ
epaa-363	142	42	a	a	DET
epaa-363	142	43	few	few	ADJ
epaa-363	142	44	measures	measure	NOUN
epaa-363	142	45	of	of	ADP
epaa-363	142	46	student	student	NOUN
epaa-363	142	47	attitudes	attitude	NOUN
epaa-363	142	48	.	.	PUNCT
epaa-363	143	1	we	we	PRON
epaa-363	143	2	also	also	ADV
epaa-363	143	3	examined	examine	VERB
epaa-363	143	4	the	the	DET
epaa-363	143	5	effect	effect	NOUN
epaa-363	143	6	of	of	ADP
epaa-363	143	7	student	student	NOUN
epaa-363	143	8	age	age	NOUN
epaa-363	143	9	,	,	PUNCT
epaa-363	143	10	which	which	PRON
epaa-363	143	11	could	could	AUX
epaa-363	143	12	predict	predict	VERB
epaa-363	143	13	performance	performance	NOUN
epaa-363	143	14	in	in	ADP
epaa-363	143	15	at	at	ADV
epaa-363	143	16	least	least	ADV
epaa-363	143	17	two	two	NUM
epaa-363	143	18	ways	way	NOUN
epaa-363	143	19	.	.	PUNCT
epaa-363	144	1	through	through	ADP
epaa-363	144	2	maturational	maturational	ADJ
epaa-363	144	3	effects	effect	NOUN
epaa-363	144	4	,	,	PUNCT
epaa-363	144	5	older	old	ADJ
epaa-363	144	6	students	student	NOUN
epaa-363	144	7	might	might	AUX
epaa-363	144	8	be	be	AUX
epaa-363	144	9	expected	expect	VERB
epaa-363	144	10	to	to	PART
epaa-363	144	11	perform	perform	VERB
epaa-363	144	12	better	well	ADV
epaa-363	144	13	than	than	SCONJ
epaa-363	144	14	others	other	NOUN
epaa-363	144	15	do	do	VERB
epaa-363	144	16	.	.	PUNCT
epaa-363	145	1	on	on	ADP
epaa-363	145	2	the	the	DET
epaa-363	145	3	other	other	ADJ
epaa-363	145	4	hand	hand	NOUN
epaa-363	145	5	,	,	PUNCT
epaa-363	145	6	to	to	ADP
epaa-363	145	7	the	the	DET
epaa-363	145	8	extent	extent	NOUN
epaa-363	145	9	that	that	SCONJ
epaa-363	145	10	students	student	NOUN
epaa-363	145	11	who	who	PRON
epaa-363	145	12	do	do	VERB
epaa-363	145	13	poorly	poorly	ADV
epaa-363	145	14	in	in	ADP
epaa-363	145	15	school	school	NOUN
epaa-363	145	16	are	be	AUX
epaa-363	145	17	held	hold	VERB
epaa-363	145	18	back	back	ADV
epaa-363	145	19	in	in	ADP
epaa-363	145	20	grade	grade	NOUN
epaa-363	145	21	,	,	PUNCT
epaa-363	145	22	older	old	ADJ
epaa-363	145	23	students	student	NOUN
epaa-363	145	24	in	in	ADP
epaa-363	145	25	a	a	DET
epaa-363	145	26	given	give	VERB
epaa-363	145	27	grade	grade	NOUN
epaa-363	145	28	might	might	AUX
epaa-363	145	29	be	be	AUX
epaa-363	145	30	expected	expect	VERB
epaa-363	145	31	to	to	PART
epaa-363	145	32	perform	perform	VERB
epaa-363	145	33	more	more	ADV
epaa-363	145	34	poorly	poorly	ADV
epaa-363	145	35	than	than	ADP
epaa-363	145	36	others	other	NOUN
epaa-363	145	37	,	,	PUNCT
epaa-363	145	38	particularly	particularly	ADV
epaa-363	145	39	in	in	ADP
epaa-363	145	40	the	the	DET
epaa-363	145	41	higher	high	ADJ
epaa-363	145	42	grades	grade	NOUN
epaa-363	145	43	.	.	PUNCT
epaa-363	146	1	variations	variation	NOUN
epaa-363	146	2	in	in	ADP
epaa-363	146	3	age	age	NOUN
epaa-363	146	4	at	at	ADP
epaa-363	146	5	entry	entry	NOUN
epaa-363	146	6	could	could	AUX
epaa-363	146	7	also	also	ADV
epaa-363	146	8	affect	affect	VERB
epaa-363	146	9	later	later	ADJ
epaa-363	146	10	scores	score	NOUN
epaa-363	146	11	in	in	ADP
epaa-363	146	12	several	several	ADJ
epaa-363	146	13	ways	way	NOUN
epaa-363	146	14	.	.	PUNCT
epaa-363	147	1	we	we	PRON
epaa-363	147	2	did	do	AUX
epaa-363	147	3	not	not	PART
epaa-363	147	4	examine	examine	VERB
epaa-363	147	5	curricular	curricular	ADJ
epaa-363	147	6	variables	variable	NOUN
epaa-363	147	7	.	.	PUNCT
epaa-363	148	1	as	as	SCONJ
epaa-363	148	2	measured	measure	VERB
epaa-363	148	3	,	,	PUNCT
epaa-363	148	4	these	these	PRON
epaa-363	148	5	will	will	AUX
epaa-363	148	6	not	not	PART
epaa-363	148	7	predict	predict	VERB
epaa-363	148	8	variation	variation	NOUN
epaa-363	148	9	within	within	ADP
epaa-363	148	10	classrooms	classroom	NOUN
epaa-363	148	11	,	,	PUNCT
epaa-363	148	12	and	and	CCONJ
epaa-363	148	13	research	research	NOUN
epaa-363	148	14	in	in	ADP
epaa-363	148	15	the	the	DET
epaa-363	148	16	us	us	PROPN
epaa-363	148	17	has	have	AUX
epaa-363	148	18	generally	generally	ADV
epaa-363	148	19	shown	show	VERB
epaa-363	148	20	variations	variation	NOUN
epaa-363	148	21	in	in	ADP
epaa-363	148	22	schooling	school	VERB
epaa-363	148	23	to	to	PART
epaa-363	148	24	be	be	AUX
epaa-363	148	25	less	less	ADV
epaa-363	148	26	powerful	powerful	ADJ
epaa-363	148	27	predictors	predictor	NOUN
epaa-363	148	28	of	of	ADP
epaa-363	148	29	performance	performance	NOUN
epaa-363	148	30	than	than	ADP
epaa-363	148	31	background	background	NOUN
epaa-363	148	32	factors	factor	NOUN
epaa-363	148	33	.	.	PUNCT
epaa-363	149	1	however	however	ADV
epaa-363	149	2	,	,	PUNCT
epaa-363	149	3	curricular	curricular	ADJ
epaa-363	149	4	differences	difference	NOUN
epaa-363	149	5	may	may	AUX
epaa-363	149	6	be	be	AUX
epaa-363	149	7	important	important	ADJ
epaa-363	149	8	predictors	predictor	NOUN
epaa-363	149	9	of	of	ADP
epaa-363	149	10	performance	performance	NOUN
epaa-363	149	11	variation	variation	NOUN
epaa-363	149	12	between	between	ADP
epaa-363	149	13	classrooms	classroom	NOUN
epaa-363	149	14	within	within	ADP
epaa-363	149	15	schools	school	NOUN
epaa-363	149	16	(	(	PUNCT
epaa-363	149	17	for	for	ADP
epaa-363	149	18	example	example	NOUN
epaa-363	149	19	,	,	PUNCT
epaa-363	149	20	when	when	SCONJ
epaa-363	149	21	students	student	NOUN
epaa-363	149	22	are	be	AUX
epaa-363	149	23	tracked	track	VERB
epaa-363	149	24	by	by	ADP
epaa-363	149	25	ability	ability	NOUN
epaa-363	149	26	)	)	PUNCT
epaa-363	149	27	and	and	CCONJ
epaa-363	149	28	between	between	ADP
epaa-363	149	29	schools	school	NOUN
epaa-363	149	30	(	(	PUNCT
epaa-363	149	31	when	when	SCONJ
epaa-363	149	32	schools	school	NOUN
epaa-363	149	33	differ	differ	VERB
epaa-363	149	34	substantially	substantially	ADV
epaa-363	149	35	in	in	ADP
epaa-363	149	36	curriculum	curriculum	NOUN
epaa-363	149	37	)	)	PUNCT
epaa-363	149	38	.	.	PUNCT
epaa-363	150	1	moreover	moreover	ADV
epaa-363	150	2	,	,	PUNCT
epaa-363	150	3	important	important	ADJ
epaa-363	150	4	curricular	curricular	ADJ
epaa-363	150	5	variables	variable	NOUN
epaa-363	150	6	are	be	AUX
epaa-363	150	7	likely	likely	ADJ
epaa-363	150	8	to	to	PART
epaa-363	150	9	be	be	AUX
epaa-363	150	10	correlated	correlate	VERB
epaa-363	150	11	with	with	ADP
epaa-363	150	12	background	background	NOUN
epaa-363	150	13	variables	variable	NOUN
epaa-363	150	14	.	.	PUNCT
epaa-363	151	1	thus	thus	ADV
epaa-363	151	2	,	,	PUNCT
epaa-363	151	3	the	the	DET
epaa-363	151	4	results	result	NOUN
epaa-363	151	5	we	we	PRON
epaa-363	151	6	report	report	VERB
epaa-363	151	7	here	here	ADV
epaa-363	151	8	should	should	AUX
epaa-363	151	9	not	not	PART
epaa-363	151	10	be	be	AUX
epaa-363	151	11	interpreted	interpret	VERB
epaa-363	151	12	as	as	ADP
epaa-363	151	13	clear	clear	ADJ
epaa-363	151	14	effects	effect	NOUN
epaa-363	151	15	of	of	ADP
epaa-363	151	16	background	background	NOUN
epaa-363	151	17	variables	variable	NOUN
epaa-363	151	18	.	.	PUNCT
epaa-363	152	1	rather	rather	ADV
epaa-363	152	2	,	,	PUNCT
epaa-363	152	3	they	they	PRON
epaa-363	152	4	are	be	AUX
epaa-363	152	5	likely	likely	ADJ
epaa-363	152	6	joint	joint	ADJ
epaa-363	152	7	effects	effect	NOUN
epaa-363	152	8	of	of	ADP
epaa-363	152	9	the	the	DET
epaa-363	152	10	measured	measured	ADJ
epaa-363	152	11	background	background	NOUN
epaa-363	152	12	factors	factor	NOUN
epaa-363	152	13	,	,	PUNCT
epaa-363	152	14	educational	educational	ADJ
epaa-363	152	15	factors	factor	NOUN
epaa-363	152	16	collinear	collinear	VERB
epaa-363	152	17	with	with	ADP
epaa-363	152	18	them	they	PRON
epaa-363	152	19	,	,	PUNCT
epaa-363	152	20	and	and	CCONJ
epaa-363	152	21	other	other	ADJ
epaa-363	152	22	omitted	omit	VERB
epaa-363	152	23	variables	variable	NOUN
epaa-363	152	24	correlated	correlate	VERB
epaa-363	152	25	with	with	ADP
epaa-363	152	26	the	the	DET
epaa-363	152	27	measured	measure	VERB
epaa-363	152	28	variables	variable	NOUN
epaa-363	152	29	.	.	PUNCT
epaa-363	153	1	selecting	select	VERB
epaa-363	153	2	variables	variable	NOUN
epaa-363	153	3	for	for	ADP
epaa-363	153	4	inclusion	inclusion	NOUN
epaa-363	153	5	as	as	SCONJ
epaa-363	153	6	noted	note	VERB
epaa-363	153	7	,	,	PUNCT
epaa-363	153	8	exploratory	exploratory	ADJ
epaa-363	153	9	data	datum	NOUN
epaa-363	153	10	analysis	analysis	NOUN
epaa-363	153	11	revealed	reveal	VERB
epaa-363	153	12	limitations	limitation	NOUN
epaa-363	153	13	in	in	ADP
epaa-363	153	14	some	some	DET
epaa-363	153	15	variables	variable	NOUN
epaa-363	153	16	that	that	PRON
epaa-363	153	17	constrained	constrain	VERB
epaa-363	153	18	their	their	PRON
epaa-363	153	19	use	use	NOUN
epaa-363	153	20	in	in	ADP
epaa-363	153	21	formal	formal	ADJ
epaa-363	153	22	models	model	NOUN
epaa-363	153	23	.	.	PUNCT
epaa-363	154	1	the	the	DET
epaa-363	154	2	few	few	ADJ
epaa-363	154	3	examples	example	NOUN
epaa-363	154	4	presented	present	VERB
epaa-363	154	5	here	here	ADV
epaa-363	154	6	illustrate	illustrate	VERB
epaa-363	154	7	that	that	SCONJ
epaa-363	154	8	eda	eda	PROPN
epaa-363	154	9	has	have	VERB
epaa-363	154	10	particular	particular	ADJ
epaa-363	154	11	importance	importance	NOUN
epaa-363	154	12	in	in	ADP
epaa-363	154	13	comparative	comparative	ADJ
epaa-363	154	14	,	,	PUNCT
epaa-363	154	15	international	international	ADJ
epaa-363	154	16	studies	study	NOUN
epaa-363	154	17	because	because	SCONJ
epaa-363	154	18	variables	variable	NOUN
epaa-363	154	19	may	may	AUX
epaa-363	154	20	behave	behave	VERB
epaa-363	154	21	differently	differently	ADV
epaa-363	154	22	in	in	ADP
epaa-363	154	23	different	different	ADJ
epaa-363	154	24	countries	country	NOUN
epaa-363	154	25	.	.	PUNCT
epaa-363	155	1	although	although	SCONJ
epaa-363	155	2	timss	timss	NOUN
epaa-363	155	3	includes	include	VERB
epaa-363	155	4	numerous	numerous	ADJ
epaa-363	155	5	attitude	attitude	NOUN
epaa-363	155	6	and	and	CCONJ
epaa-363	155	7	press	press	NOUN
epaa-363	155	8	variables	variable	NOUN
epaa-363	155	9	,	,	PUNCT
epaa-363	155	10	we	we	PRON
epaa-363	155	11	focused	focus	VERB
epaa-363	155	12	on	on	ADP
epaa-363	155	13	a	a	DET
epaa-363	155	14	set	set	NOUN
epaa-363	155	15	of	of	ADP
epaa-363	155	16	15	15	NUM
epaa-363	155	17	likert	likert	ADJ
epaa-363	155	18	variables	variable	NOUN
epaa-363	155	19	that	that	PRON
epaa-363	155	20	asked	ask	VERB
epaa-363	155	21	students	student	NOUN
epaa-363	155	22	how	how	SCONJ
epaa-363	155	23	strongly	strongly	ADV
epaa-363	155	24	they	they	PRON
epaa-363	155	25	disagreed	disagree	VERB
epaa-363	155	26	or	or	CCONJ
epaa-363	155	27	agree	agree	VERB
epaa-363	155	28	with	with	ADP
epaa-363	155	29	statements	statement	NOUN
epaa-363	155	30	that	that	SCONJ
epaa-363	155	31	the	the	DET
epaa-363	155	32	student	student	NOUN
epaa-363	155	33	's	's	PART
epaa-363	155	34	mother	mother	NOUN
epaa-363	155	35	,	,	PUNCT
epaa-363	155	36	the	the	DET
epaa-363	155	37	student	student	NOUN
epaa-363	155	38	's	's	PART
epaa-363	155	39	friends	friend	NOUN
epaa-363	155	40	,	,	PUNCT
epaa-363	155	41	and	and	CCONJ
epaa-363	155	42	the	the	DET
epaa-363	155	43	student	student	NOUN
epaa-363	155	44	herself	herself	PRON
epaa-363	155	45	considered	consider	VERB
epaa-363	155	46	it	it	PRON
epaa-363	155	47	important	important	ADJ
epaa-363	155	48	to	to	PART
epaa-363	155	49	do	do	VERB
epaa-363	155	50	well	well	ADV
epaa-363	155	51	in	in	ADP
epaa-363	155	52	mathematics	mathematic	NOUN
epaa-363	155	53	,	,	PUNCT
epaa-363	155	54	do	do	VERB
epaa-363	155	55	well	well	ADV
epaa-363	155	56	in	in	ADP
epaa-363	155	57	the	the	DET
epaa-363	155	58	language	language	NOUN
epaa-363	155	59	of	of	ADP
epaa-363	155	60	the	the	DET
epaa-363	155	61	test	test	NOUN
epaa-363	155	62	,	,	PUNCT
epaa-363	155	63	do	do	VERB
epaa-363	155	64	10	10	NUM
epaa-363	155	65	of	of	ADP
epaa-363	155	66	28	28	NUM
epaa-363	156	1	well	well	ADV
epaa-363	156	2	in	in	ADP
epaa-363	156	3	sports	sport	NOUN
epaa-363	156	4	,	,	PUNCT
epaa-363	156	5	be	be	AUX
epaa-363	156	6	in	in	ADP
epaa-363	156	7	a	a	DET
epaa-363	156	8	high	high	ADV
epaa-363	156	9	-	-	PUNCT
epaa-363	156	10	achieving	achieve	VERB
epaa-363	156	11	class	class	NOUN
epaa-363	156	12	,	,	PUNCT
epaa-363	156	13	and	and	CCONJ
epaa-363	156	14	have	have	VERB
epaa-363	156	15	time	time	NOUN
epaa-363	156	16	to	to	PART
epaa-363	156	17	have	have	VERB
epaa-363	156	18	fun	fun	NOUN
epaa-363	156	19	.	.	PUNCT
epaa-363	157	1	eda	eda	PROPN
epaa-363	157	2	showed	show	VERB
epaa-363	157	3	these	these	DET
epaa-363	157	4	press	press	NOUN
epaa-363	157	5	and	and	CCONJ
epaa-363	157	6	attitude	attitude	NOUN
epaa-363	157	7	variables	variable	NOUN
epaa-363	157	8	to	to	PART
epaa-363	157	9	be	be	AUX
epaa-363	157	10	problematic	problematic	ADJ
epaa-363	157	11	in	in	ADP
epaa-363	157	12	several	several	ADJ
epaa-363	157	13	respects	respect	NOUN
epaa-363	157	14	.	.	PUNCT
epaa-363	158	1	in	in	ADP
epaa-363	158	2	some	some	DET
epaa-363	158	3	instances	instance	NOUN
epaa-363	158	4	,	,	PUNCT
epaa-363	158	5	responses	response	NOUN
epaa-363	158	6	showed	show	VERB
epaa-363	158	7	little	little	ADJ
epaa-363	158	8	variation	variation	NOUN
epaa-363	158	9	.	.	PUNCT
epaa-363	159	1	some	some	DET
epaa-363	159	2	relationships	relationship	NOUN
epaa-363	159	3	with	with	ADP
epaa-363	159	4	scores	score	NOUN
epaa-363	159	5	were	be	AUX
epaa-363	159	6	not	not	PART
epaa-363	159	7	what	what	PRON
epaa-363	159	8	one	one	PRON
epaa-363	159	9	would	would	AUX
epaa-363	159	10	anticipate	anticipate	VERB
epaa-363	159	11	if	if	SCONJ
epaa-363	159	12	the	the	DET
epaa-363	159	13	variables	variable	NOUN
epaa-363	159	14	were	be	AUX
epaa-363	159	15	measuring	measure	VERB
epaa-363	159	16	the	the	DET
epaa-363	159	17	intended	intend	VERB
epaa-363	159	18	constructs	construct	NOUN
epaa-363	159	19	.	.	PUNCT
epaa-363	160	1	in	in	ADP
epaa-363	160	2	several	several	ADJ
epaa-363	160	3	instances	instance	NOUN
epaa-363	160	4	,	,	PUNCT
epaa-363	160	5	data	datum	NOUN
epaa-363	160	6	showed	show	VERB
epaa-363	160	7	suggestions	suggestion	NOUN
epaa-363	160	8	of	of	ADP
epaa-363	160	9	response	response	NOUN
epaa-363	160	10	bias	bias	NOUN
epaa-363	160	11	.	.	PUNCT
epaa-363	161	1	for	for	ADP
epaa-363	161	2	example	example	NOUN
epaa-363	161	3	,	,	PUNCT
epaa-363	161	4	several	several	ADJ
epaa-363	161	5	problems	problem	NOUN
epaa-363	161	6	can	can	AUX
epaa-363	161	7	be	be	AUX
epaa-363	161	8	seen	see	VERB
epaa-363	161	9	in	in	ADP
epaa-363	161	10	the	the	DET
epaa-363	161	11	responses	response	NOUN
epaa-363	161	12	of	of	ADP
epaa-363	161	13	eighth	eighth	ADJ
epaa-363	161	14	-	-	PUNCT
epaa-363	161	15	grade	grade	NOUN
epaa-363	161	16	students	student	NOUN
epaa-363	161	17	to	to	ADP
epaa-363	161	18	the	the	DET
epaa-363	161	19	bsbmmip2	bsbmmip2	NOUN
epaa-363	161	20	press	press	NOUN
epaa-363	161	21	for	for	ADP
epaa-363	161	22	achievement	achievement	NOUN
epaa-363	161	23	variable	variable	NOUN
epaa-363	161	24	,	,	PUNCT
epaa-363	161	25	"	"	PUNCT
epaa-363	161	26	my	my	PRON
epaa-363	161	27	mother	mother	NOUN
epaa-363	161	28	thinks	think	VERB
epaa-363	161	29	it	it	PRON
epaa-363	161	30	is	be	AUX
epaa-363	161	31	important	important	ADJ
epaa-363	161	32	for	for	SCONJ
epaa-363	161	33	me	i	PRON
epaa-363	161	34	to	to	PART
epaa-363	161	35	do	do	VERB
epaa-363	161	36	well	well	ADV
epaa-363	161	37	in	in	ADP
epaa-363	161	38	mathematics	mathematic	NOUN
epaa-363	161	39	at	at	ADP
epaa-363	161	40	school	school	NOUN
epaa-363	161	41	"	"	PUNCT
epaa-363	161	42	(	(	PUNCT
epaa-363	161	43	figure	figure	NOUN
epaa-363	161	44	3	3	NUM
epaa-363	161	45	)	)	PUNCT
epaa-363	161	46	.	.	PUNCT
epaa-363	162	1	each	each	PRON
epaa-363	162	2	of	of	ADP
epaa-363	162	3	the	the	DET
epaa-363	162	4	six	six	NUM
epaa-363	162	5	panels	panel	NOUN
epaa-363	162	6	arrayed	array	VERB
epaa-363	162	7	across	across	ADP
epaa-363	162	8	figure	figure	NOUN
epaa-363	162	9	3	3	NUM
epaa-363	162	10	represents	represent	VERB
epaa-363	162	11	the	the	DET
epaa-363	162	12	results	result	NOUN
epaa-363	162	13	from	from	ADP
epaa-363	162	14	a	a	DET
epaa-363	162	15	different	different	ADJ
epaa-363	162	16	country	country	NOUN
epaa-363	162	17	.	.	PUNCT
epaa-363	163	1	in	in	ADP
epaa-363	163	2	the	the	DET
epaa-363	163	3	figure	figure	NOUN
epaa-363	163	4	we	we	PRON
epaa-363	163	5	include	include	VERB
epaa-363	163	6	the	the	DET
epaa-363	163	7	four	four	NUM
epaa-363	163	8	countries	country	NOUN
epaa-363	163	9	in	in	ADP
epaa-363	163	10	our	our	PRON
epaa-363	163	11	analysis	analysis	NOUN
epaa-363	163	12	sample	sample	NOUN
epaa-363	163	13	as	as	ADV
epaa-363	163	14	well	well	ADV
epaa-363	163	15	as	as	ADP
epaa-363	163	16	australia	australia	PROPN
epaa-363	163	17	and	and	CCONJ
epaa-363	163	18	germany	germany	PROPN
epaa-363	163	19	;	;	PUNCT
epaa-363	163	20	this	this	DET
epaa-363	163	21	item	item	NOUN
epaa-363	163	22	was	be	AUX
epaa-363	163	23	not	not	PART
epaa-363	163	24	administered	administer	VERB
epaa-363	163	25	in	in	ADP
epaa-363	163	26	japan	japan	PROPN
epaa-363	163	27	.	.	PUNCT
epaa-363	164	1	the	the	DET
epaa-363	164	2	common	common	ADJ
epaa-363	164	3	vertical	vertical	ADJ
epaa-363	164	4	axis	axis	NOUN
epaa-363	164	5	,	,	PUNCT
epaa-363	164	6	labeled	label	VERB
epaa-363	164	7	bimatscr	bimatscr	NOUN
epaa-363	164	8	,	,	PUNCT
epaa-363	164	9	is	be	AUX
epaa-363	164	10	the	the	DET
epaa-363	164	11	final	final	ADJ
epaa-363	164	12	timss	timss	NOUN
epaa-363	164	13	mathematics	mathematic	NOUN
epaa-363	164	14	score	score	NOUN
epaa-363	164	15	.	.	PUNCT
epaa-363	165	1	the	the	DET
epaa-363	165	2	four	four	NUM
epaa-363	165	3	categories	category	NOUN
epaa-363	165	4	of	of	ADP
epaa-363	165	5	responses	response	NOUN
epaa-363	165	6	to	to	ADP
epaa-363	165	7	the	the	DET
epaa-363	165	8	survey	survey	NOUN
epaa-363	165	9	question	question	NOUN
epaa-363	165	10	are	be	AUX
epaa-363	165	11	arrayed	array	VERB
epaa-363	165	12	on	on	ADP
epaa-363	165	13	the	the	DET
epaa-363	165	14	x	x	NOUN
epaa-363	165	15	-	-	NOUN
epaa-363	165	16	axis	axis	NOUN
epaa-363	165	17	of	of	ADP
epaa-363	165	18	each	each	DET
epaa-363	165	19	panel	panel	NOUN
epaa-363	165	20	:	:	PUNCT
epaa-363	165	21	sd	sd	NOUN
epaa-363	165	22	=	=	PUNCT
epaa-363	165	23	strongly	strongly	ADV
epaa-363	165	24	disagree	disagree	VERB
epaa-363	165	25	,	,	PUNCT
epaa-363	165	26	d	d	X
epaa-363	165	27	=	=	PUNCT
epaa-363	165	28	disagree	disagree	PROPN
epaa-363	165	29	,	,	PUNCT
epaa-363	165	30	a	a	DET
epaa-363	165	31	=	=	X
epaa-363	165	32	agree	agree	NOUN
epaa-363	165	33	,	,	PUNCT
epaa-363	165	34	and	and	CCONJ
epaa-363	165	35	sa	sa	X
epaa-363	165	36	=	=	NOUN
epaa-363	165	37	strongly	strongly	ADV
epaa-363	165	38	agree	agree	VERB
epaa-363	165	39	.	.	PUNCT
epaa-363	166	1	the	the	DET
epaa-363	166	2	vertical	vertical	ADJ
epaa-363	166	3	position	position	NOUN
epaa-363	166	4	of	of	ADP
epaa-363	166	5	each	each	DET
epaa-363	166	6	plotted	plot	VERB
epaa-363	166	7	circle	circle	NOUN
epaa-363	166	8	indicates	indicate	VERB
epaa-363	166	9	the	the	DET
epaa-363	166	10	mean	mean	ADJ
epaa-363	166	11	score	score	NOUN
epaa-363	166	12	of	of	ADP
epaa-363	166	13	the	the	DET
epaa-363	166	14	students	student	NOUN
epaa-363	166	15	in	in	ADP
epaa-363	166	16	that	that	DET
epaa-363	166	17	country	country	NOUN
epaa-363	166	18	who	who	PRON
epaa-363	166	19	gave	give	VERB
epaa-363	166	20	that	that	DET
epaa-363	166	21	particular	particular	ADJ
epaa-363	166	22	response	response	NOUN
epaa-363	166	23	to	to	ADP
epaa-363	166	24	the	the	DET
epaa-363	166	25	background	background	NOUN
epaa-363	166	26	question	question	NOUN
epaa-363	166	27	.	.	PUNCT
epaa-363	167	1	the	the	DET
epaa-363	167	2	radius	radius	NOUN
epaa-363	167	3	of	of	ADP
epaa-363	167	4	each	each	DET
epaa-363	167	5	circle	circle	NOUN
epaa-363	167	6	is	be	AUX
epaa-363	167	7	proportional	proportional	ADJ
epaa-363	167	8	to	to	ADP
epaa-363	167	9	the	the	DET
epaa-363	167	10	percent	percent	NOUN
epaa-363	167	11	of	of	ADP
epaa-363	167	12	students	student	NOUN
epaa-363	167	13	within	within	ADP
epaa-363	167	14	each	each	DET
epaa-363	167	15	country	country	NOUN
epaa-363	167	16	who	who	PRON
epaa-363	167	17	provided	provide	VERB
epaa-363	167	18	that	that	DET
epaa-363	167	19	particular	particular	ADJ
epaa-363	167	20	response	response	NOUN
epaa-363	167	21	.	.	PUNCT
epaa-363	168	1	the	the	DET
epaa-363	168	2	range	range	NOUN
epaa-363	168	3	of	of	ADP
epaa-363	168	4	sizes	size	NOUN
epaa-363	168	5	is	be	AUX
epaa-363	168	6	constrained	constrain	VERB
epaa-363	168	7	to	to	PART
epaa-363	168	8	make	make	VERB
epaa-363	168	9	the	the	DET
epaa-363	168	10	graphic	graphic	ADJ
epaa-363	168	11	intelligible	intelligible	ADJ
epaa-363	168	12	,	,	PUNCT
epaa-363	168	13	however	however	ADV
epaa-363	168	14	,	,	PUNCT
epaa-363	168	15	and	and	CCONJ
epaa-363	168	16	in	in	ADP
epaa-363	168	17	the	the	DET
epaa-363	168	18	case	case	NOUN
epaa-363	168	19	of	of	ADP
epaa-363	168	20	variables	variable	NOUN
epaa-363	168	21	with	with	ADP
epaa-363	168	22	extreme	extreme	ADJ
epaa-363	168	23	differences	difference	NOUN
epaa-363	168	24	in	in	ADP
epaa-363	168	25	cell	cell	NOUN
epaa-363	168	26	counts	count	NOUN
epaa-363	168	27	,	,	PUNCT
epaa-363	168	28	including	include	VERB
epaa-363	168	29	some	some	DET
epaa-363	168	30	cells	cell	NOUN
epaa-363	168	31	in	in	ADP
epaa-363	168	32	figure	figure	NOUN
epaa-363	168	33	3	3	NUM
epaa-363	168	34	,	,	PUNCT
epaa-363	168	35	the	the	DET
epaa-363	168	36	relative	relative	ADJ
epaa-363	168	37	sizes	size	NOUN
epaa-363	168	38	of	of	ADP
epaa-363	168	39	the	the	DET
epaa-363	168	40	circles	circle	NOUN
epaa-363	168	41	understate	understate	VERB
epaa-363	168	42	the	the	DET
epaa-363	168	43	actual	actual	ADJ
epaa-363	168	44	differences	difference	NOUN
epaa-363	168	45	in	in	ADP
epaa-363	168	46	cell	cell	NOUN
epaa-363	168	47	counts	count	NOUN
epaa-363	168	48	.	.	PUNCT
epaa-363	169	1	figure	figure	VERB
epaa-363	169	2	3	3	NUM
epaa-363	169	3	.	.	PUNCT
epaa-363	170	1	mathematics	mathematic	NOUN
epaa-363	170	2	scores	score	NOUN
epaa-363	170	3	and	and	CCONJ
epaa-363	170	4	responses	response	NOUN
epaa-363	170	5	to	to	PART
epaa-363	170	6	bsbmmip2	bsbmmip2	VERB
epaa-363	170	7	press	press	NOUN
epaa-363	170	8	variable	variable	NOUN
epaa-363	170	9	in	in	ADP
epaa-363	170	10	all	all	DET
epaa-363	170	11	the	the	DET
epaa-363	170	12	six	six	NUM
epaa-363	170	13	countries	country	NOUN
epaa-363	170	14	other	other	ADJ
epaa-363	170	15	than	than	ADP
epaa-363	170	16	germany	germany	PROPN
epaa-363	170	17	,	,	PUNCT
epaa-363	170	18	the	the	DET
epaa-363	170	19	relationship	relationship	NOUN
epaa-363	170	20	between	between	ADP
epaa-363	170	21	scores	score	NOUN
epaa-363	170	22	and	and	CCONJ
epaa-363	170	23	responses	response	NOUN
epaa-363	170	24	to	to	ADP
epaa-363	170	25	the	the	PRON
epaa-363	170	26	"	"	PUNCT
epaa-363	170	27	my	my	PRON
epaa-363	170	28	mother	mother	NOUN
epaa-363	170	29	thinks	think	VERB
epaa-363	170	30	it	it	PRON
epaa-363	170	31	is	be	AUX
epaa-363	170	32	important	important	ADJ
epaa-363	170	33	for	for	SCONJ
epaa-363	170	34	me	i	PRON
epaa-363	170	35	to	to	PART
epaa-363	170	36	do	do	VERB
epaa-363	170	37	well	well	ADV
epaa-363	170	38	in	in	ADP
epaa-363	170	39	mathematics	mathematic	NOUN
epaa-363	170	40	at	at	ADP
epaa-363	170	41	school	school	NOUN
epaa-363	170	42	"	"	PUNCT
epaa-363	170	43	variable	variable	NOUN
epaa-363	170	44	was	be	AUX
epaa-363	170	45	in	in	ADP
epaa-363	170	46	the	the	DET
epaa-363	170	47	anticipated	anticipated	ADJ
epaa-363	170	48	direction	direction	NOUN
epaa-363	170	49	:	:	PUNCT
epaa-363	170	50	the	the	PRON
epaa-363	170	51	more	more	ADV
epaa-363	170	52	strongly	strongly	ADV
epaa-363	170	53	students	student	NOUN
epaa-363	170	54	agreed	agree	VERB
epaa-363	170	55	with	with	ADP
epaa-363	170	56	this	this	DET
epaa-363	170	57	statement	statement	NOUN
epaa-363	170	58	,	,	PUNCT
epaa-363	170	59	the	the	PRON
epaa-363	170	60	higher	high	ADJ
epaa-363	170	61	their	their	PRON
epaa-363	170	62	average	average	ADJ
epaa-363	170	63	scores	score	NOUN
epaa-363	170	64	.	.	PUNCT
epaa-363	171	1	in	in	ADP
epaa-363	171	2	most	most	ADJ
epaa-363	171	3	countries	country	NOUN
epaa-363	171	4	,	,	PUNCT
epaa-363	171	5	however	however	ADV
epaa-363	171	6	,	,	PUNCT
epaa-363	171	7	this	this	DET
epaa-363	171	8	relationship	relationship	NOUN
epaa-363	171	9	stemmed	stem	VERB
epaa-363	171	10	in	in	ADP
epaa-363	171	11	large	large	ADJ
epaa-363	171	12	measure	measure	NOUN
epaa-363	171	13	from	from	ADP
epaa-363	171	14	very	very	ADV
epaa-363	171	15	small	small	ADJ
epaa-363	171	16	groups	group	NOUN
epaa-363	171	17	of	of	ADP
epaa-363	171	18	students	student	NOUN
epaa-363	171	19	who	who	PRON
epaa-363	171	20	"	"	PUNCT
epaa-363	171	21	disagree	disagree	VERB
epaa-363	171	22	"	"	PUNCT
epaa-363	171	23	or	or	CCONJ
epaa-363	171	24	"	"	PUNCT
epaa-363	171	25	strongly	strongly	ADV
epaa-363	171	26	disagree	disagree	VERB
epaa-363	171	27	"	"	PUNCT
epaa-363	171	28	with	with	ADP
epaa-363	171	29	this	this	DET
epaa-363	171	30	statement	statement	NOUN
epaa-363	171	31	,	,	PUNCT
epaa-363	171	32	and	and	CCONJ
epaa-363	171	33	the	the	DET
epaa-363	171	34	group	group	NOUN
epaa-363	171	35	that	that	PRON
epaa-363	171	36	included	include	VERB
epaa-363	171	37	most	most	ADJ
epaa-363	171	38	students	student	NOUN
epaa-363	171	39	showed	show	VERB
epaa-363	171	40	only	only	ADV
epaa-363	171	41	weak	weak	ADJ
epaa-363	171	42	relationships	relationship	NOUN
epaa-363	171	43	.	.	PUNCT
epaa-363	172	1	in	in	ADP
epaa-363	172	2	the	the	DET
epaa-363	172	3	us	us	PROPN
epaa-363	172	4	,	,	PUNCT
epaa-363	172	5	for	for	ADP
epaa-363	172	6	example	example	NOUN
epaa-363	172	7	,	,	PUNCT
epaa-363	172	8	97	97	NUM
epaa-363	172	9	percent	percent	NOUN
epaa-363	172	10	of	of	ADP
epaa-363	172	11	all	all	DET
epaa-363	172	12	students	student	NOUN
epaa-363	172	13	are	be	AUX
epaa-363	172	14	in	in	ADP
epaa-363	172	15	the	the	DET
epaa-363	172	16	"	"	PUNCT
epaa-363	172	17	strongly	strongly	ADV
epaa-363	172	18	agree	agree	VERB
epaa-363	172	19	"	"	PUNCT
epaa-363	172	20	and	and	CCONJ
epaa-363	172	21	"	"	PUNCT
epaa-363	172	22	agree	agree	VERB
epaa-363	172	23	"	"	PUNCT
epaa-363	172	24	categories	category	NOUN
epaa-363	172	25	,	,	PUNCT
epaa-363	172	26	the	the	DET
epaa-363	172	27	mean	mean	ADJ
epaa-363	172	28	mathematics	mathematics	NOUN
epaa-363	172	29	scores	score	NOUN
epaa-363	172	30	11	11	NUM
epaa-363	172	31	of	of	ADP
epaa-363	172	32	28	28	NUM
epaa-363	172	33	of	of	ADP
epaa-363	172	34	which	which	PRON
epaa-363	172	35	differed	differ	VERB
epaa-363	172	36	by	by	ADP
epaa-363	172	37	only	only	ADV
epaa-363	172	38	10	10	NUM
epaa-363	172	39	points	point	NOUN
epaa-363	172	40	.	.	PUNCT
epaa-363	173	1	the	the	DET
epaa-363	173	2	"	"	PUNCT
epaa-363	173	3	disagree	disagree	NOUN
epaa-363	173	4	"	"	PUNCT
epaa-363	173	5	and	and	CCONJ
epaa-363	173	6	"	"	PUNCT
epaa-363	173	7	strongly	strongly	ADV
epaa-363	173	8	disagree	disagree	VERB
epaa-363	173	9	"	"	PUNCT
epaa-363	173	10	categories	category	NOUN
epaa-363	173	11	had	have	VERB
epaa-363	173	12	markedly	markedly	ADV
epaa-363	173	13	different	different	ADJ
epaa-363	173	14	score	score	NOUN
epaa-363	173	15	means	mean	NOUN
epaa-363	173	16	but	but	CCONJ
epaa-363	173	17	contained	contain	VERB
epaa-363	173	18	only	only	ADV
epaa-363	173	19	2	2	NUM
epaa-363	173	20	and	and	CCONJ
epaa-363	173	21	1	1	NUM
epaa-363	173	22	percent	percent	NOUN
epaa-363	173	23	of	of	ADP
epaa-363	173	24	students	student	NOUN
epaa-363	173	25	,	,	PUNCT
epaa-363	173	26	respectively	respectively	ADV
epaa-363	173	27	.	.	PUNCT
epaa-363	174	1	this	this	DET
epaa-363	174	2	variable	variable	NOUN
epaa-363	174	3	is	be	AUX
epaa-363	174	4	likely	likely	ADJ
epaa-363	174	5	to	to	PART
epaa-363	174	6	have	have	VERB
epaa-363	174	7	relatively	relatively	ADV
epaa-363	174	8	little	little	ADJ
epaa-363	174	9	utility	utility	NOUN
epaa-363	174	10	in	in	ADP
epaa-363	174	11	predicting	predict	VERB
epaa-363	174	12	score	score	NOUN
epaa-363	174	13	variability	variability	NOUN
epaa-363	174	14	in	in	ADP
epaa-363	174	15	the	the	DET
epaa-363	174	16	sampled	sample	VERB
epaa-363	174	17	countries	country	NOUN
epaa-363	174	18	,	,	PUNCT
epaa-363	174	19	even	even	ADV
epaa-363	174	20	if	if	SCONJ
epaa-363	174	21	maternal	maternal	ADJ
epaa-363	174	22	press	press	NOUN
epaa-363	174	23	for	for	ADP
epaa-363	174	24	achievement	achievement	NOUN
epaa-363	174	25	is	be	AUX
epaa-363	174	26	an	an	DET
epaa-363	174	27	important	important	ADJ
epaa-363	174	28	influence	influence	NOUN
epaa-363	174	29	.	.	PUNCT
epaa-363	175	1	the	the	DET
epaa-363	175	2	data	datum	NOUN
epaa-363	175	3	from	from	ADP
epaa-363	175	4	germany	germany	PROPN
epaa-363	175	5	in	in	ADP
epaa-363	175	6	figure	figure	NOUN
epaa-363	175	7	3	3	NUM
epaa-363	175	8	show	show	VERB
epaa-363	175	9	an	an	DET
epaa-363	175	10	unusual	unusual	ADJ
epaa-363	175	11	pattern	pattern	NOUN
epaa-363	175	12	and	and	CCONJ
epaa-363	175	13	demonstrate	demonstrate	VERB
epaa-363	175	14	the	the	DET
epaa-363	175	15	value	value	NOUN
epaa-363	175	16	of	of	ADP
epaa-363	175	17	eda	eda	PROPN
epaa-363	175	18	.	.	PUNCT
epaa-363	176	1	the	the	DET
epaa-363	176	2	relationship	relationship	NOUN
epaa-363	176	3	between	between	ADP
epaa-363	176	4	this	this	DET
epaa-363	176	5	press	press	NOUN
epaa-363	176	6	variable	variable	NOUN
epaa-363	176	7	and	and	CCONJ
epaa-363	176	8	scores	score	NOUN
epaa-363	176	9	is	be	AUX
epaa-363	176	10	not	not	PART
epaa-363	176	11	monotonically	monotonically	ADV
epaa-363	176	12	positive	positive	ADJ
epaa-363	176	13	in	in	ADP
epaa-363	176	14	germany	germany	PROPN
epaa-363	176	15	;	;	PUNCT
epaa-363	176	16	the	the	DET
epaa-363	176	17	strongly	strongly	ADV
epaa-363	176	18	agree	agree	VERB
epaa-363	176	19	and	and	CCONJ
epaa-363	176	20	strongly	strongly	ADV
epaa-363	176	21	disagree	disagree	VERB
epaa-363	176	22	groups	group	NOUN
epaa-363	176	23	had	have	VERB
epaa-363	176	24	approximately	approximately	ADV
epaa-363	176	25	the	the	DET
epaa-363	176	26	same	same	ADJ
epaa-363	176	27	mean	mean	NOUN
epaa-363	176	28	scores	score	NOUN
epaa-363	176	29	.	.	PUNCT
epaa-363	177	1	this	this	DET
epaa-363	177	2	pattern	pattern	NOUN
epaa-363	177	3	,	,	PUNCT
epaa-363	177	4	which	which	PRON
epaa-363	177	5	appeared	appear	VERB
epaa-363	177	6	repeatedly	repeatedly	ADV
epaa-363	177	7	across	across	ADP
epaa-363	177	8	the	the	DET
epaa-363	177	9	timss	timss	PROPN
epaa-363	177	10	press	press	NOUN
epaa-363	177	11	and	and	CCONJ
epaa-363	177	12	attitude	attitude	NOUN
epaa-363	177	13	variables	variable	NOUN
epaa-363	177	14	in	in	ADP
epaa-363	177	15	the	the	DET
epaa-363	177	16	german	german	ADJ
epaa-363	177	17	data	datum	NOUN
epaa-363	177	18	,	,	PUNCT
epaa-363	177	19	calls	call	VERB
epaa-363	177	20	the	the	DET
epaa-363	177	21	validity	validity	NOUN
epaa-363	177	22	of	of	ADP
epaa-363	177	23	the	the	DET
epaa-363	177	24	responses	response	NOUN
epaa-363	177	25	into	into	ADP
epaa-363	177	26	question	question	NOUN
epaa-363	177	27	.	.	PUNCT
epaa-363	178	1	because	because	SCONJ
epaa-363	178	2	of	of	ADP
epaa-363	178	3	patterns	pattern	NOUN
epaa-363	178	4	such	such	ADJ
epaa-363	178	5	as	as	ADP
epaa-363	178	6	these	these	PRON
epaa-363	178	7	and	and	CCONJ
epaa-363	178	8	the	the	DET
epaa-363	178	9	less	less	ADJ
epaa-363	178	10	than	than	ADP
epaa-363	178	11	optimal	optimal	ADJ
epaa-363	178	12	sampling	sampling	NOUN
epaa-363	178	13	in	in	ADP
epaa-363	178	14	germany	germany	PROPN
epaa-363	178	15	,	,	PUNCT
epaa-363	178	16	we	we	PRON
epaa-363	178	17	did	do	AUX
epaa-363	178	18	not	not	PART
epaa-363	178	19	model	model	VERB
epaa-363	178	20	the	the	DET
epaa-363	178	21	relationships	relationship	NOUN
epaa-363	178	22	between	between	ADP
epaa-363	178	23	background	background	NOUN
epaa-363	178	24	variables	variable	NOUN
epaa-363	178	25	and	and	CCONJ
epaa-363	178	26	scores	score	NOUN
epaa-363	178	27	in	in	ADP
epaa-363	178	28	germany	germany	PROPN
epaa-363	178	29	.	.	PUNCT
epaa-363	179	1	the	the	DET
epaa-363	179	2	extremely	extremely	ADV
epaa-363	179	3	strong	strong	ADJ
epaa-363	179	4	positive	positive	ADJ
epaa-363	179	5	relationship	relationship	NOUN
epaa-363	179	6	in	in	ADP
epaa-363	179	7	korea	korea	PROPN
epaa-363	179	8	,	,	PUNCT
epaa-363	179	9	which	which	PRON
epaa-363	179	10	also	also	ADV
epaa-363	179	11	appeared	appear	VERB
epaa-363	179	12	repeatedly	repeatedly	ADV
epaa-363	179	13	,	,	PUNCT
epaa-363	179	14	was	be	AUX
epaa-363	179	15	also	also	ADV
epaa-363	179	16	grounds	ground	NOUN
epaa-363	179	17	for	for	ADP
epaa-363	179	18	concern	concern	NOUN
epaa-363	179	19	.	.	PUNCT
epaa-363	180	1	for	for	ADP
epaa-363	180	2	example	example	NOUN
epaa-363	180	3	,	,	PUNCT
epaa-363	180	4	the	the	DET
epaa-363	180	5	strong	strong	ADJ
epaa-363	180	6	very	very	ADV
epaa-363	180	7	strong	strong	ADJ
epaa-363	180	8	positive	positive	ADJ
epaa-363	180	9	relationship	relationship	NOUN
epaa-363	180	10	appearing	appear	VERB
epaa-363	180	11	in	in	ADP
epaa-363	180	12	korea	korea	PROPN
epaa-363	180	13	extended	extend	VERB
epaa-363	180	14	to	to	ADP
epaa-363	180	15	"	"	PUNCT
epaa-363	180	16	i	i	PRON
epaa-363	180	17	think	think	VERB
epaa-363	180	18	it	it	PRON
epaa-363	180	19	is	be	AUX
epaa-363	180	20	important	important	ADJ
epaa-363	180	21	be	be	AUX
epaa-363	180	22	placed	place	VERB
epaa-363	180	23	in	in	ADP
epaa-363	180	24	the	the	DET
epaa-363	180	25	high	high	ADJ
epaa-363	180	26	achieving	achieve	VERB
epaa-363	180	27	class	class	NOUN
epaa-363	180	28	,	,	PUNCT
epaa-363	180	29	"	"	PUNCT
epaa-363	180	30	even	even	ADV
epaa-363	180	31	though	though	SCONJ
epaa-363	180	32	eighth	eighth	ADJ
epaa-363	180	33	-	-	PUNCT
epaa-363	180	34	grade	grade	NOUN
epaa-363	180	35	classes	class	NOUN
epaa-363	180	36	are	be	AUX
epaa-363	180	37	not	not	PART
epaa-363	180	38	tracked	track	VERB
epaa-363	180	39	by	by	ADP
epaa-363	180	40	achievement	achievement	NOUN
epaa-363	180	41	in	in	ADP
epaa-363	180	42	korea	korea	PROPN
epaa-363	180	43	(	(	PUNCT
epaa-363	180	44	hyung	hyung	PROPN
epaa-363	180	45	i	i	PROPN
epaa-363	180	46	m	m	PROPN
epaa-363	180	47	,	,	PUNCT
epaa-363	180	48	1998	1998	NUM
epaa-363	180	49	)	)	PUNCT
epaa-363	180	50	.	.	PUNCT
epaa-363	181	1	however	however	ADV
epaa-363	181	2	,	,	PUNCT
epaa-363	181	3	the	the	DET
epaa-363	181	4	response	response	NOUN
epaa-363	181	5	patterns	pattern	NOUN
epaa-363	181	6	in	in	ADP
epaa-363	181	7	korea	korea	PROPN
epaa-363	181	8	to	to	ADP
epaa-363	181	9	the	the	DET
epaa-363	181	10	variables	variable	NOUN
epaa-363	181	11	we	we	PRON
epaa-363	181	12	used	use	VERB
epaa-363	181	13	in	in	ADP
epaa-363	181	14	modeling	modeling	NOUN
epaa-363	181	15	were	be	AUX
epaa-363	181	16	not	not	PART
epaa-363	181	17	sufficiently	sufficiently	ADV
epaa-363	181	18	suspect	suspect	ADJ
epaa-363	181	19	in	in	ADP
epaa-363	181	20	our	our	PRON
epaa-363	181	21	judgment	judgment	NOUN
epaa-363	181	22	to	to	PART
epaa-363	181	23	warrant	warrant	VERB
epaa-363	181	24	excluding	exclude	VERB
epaa-363	181	25	korea	korea	PROPN
epaa-363	181	26	from	from	ADP
epaa-363	181	27	modeling	modeling	NOUN
epaa-363	181	28	.	.	PUNCT
epaa-363	182	1	the	the	DET
epaa-363	182	2	relationships	relationship	NOUN
epaa-363	182	3	between	between	ADP
epaa-363	182	4	some	some	DET
epaa-363	182	5	other	other	ADJ
epaa-363	182	6	press	press	NOUN
epaa-363	182	7	variables	variable	NOUN
epaa-363	182	8	and	and	CCONJ
epaa-363	182	9	student	student	NOUN
epaa-363	182	10	performance	performance	NOUN
epaa-363	182	11	varied	vary	VERB
epaa-363	182	12	markedly	markedly	ADV
epaa-363	182	13	,	,	PUNCT
epaa-363	182	14	sometimes	sometimes	ADV
epaa-363	182	15	dramatically	dramatically	ADV
epaa-363	182	16	,	,	PUNCT
epaa-363	182	17	among	among	ADP
epaa-363	182	18	countries	country	NOUN
epaa-363	182	19	.	.	PUNCT
epaa-363	183	1	these	these	DET
epaa-363	183	2	differences	difference	NOUN
epaa-363	183	3	among	among	ADP
epaa-363	183	4	countries	country	NOUN
epaa-363	183	5	could	could	AUX
epaa-363	183	6	have	have	VERB
epaa-363	183	7	several	several	ADJ
epaa-363	183	8	causes	cause	NOUN
epaa-363	183	9	.	.	PUNCT
epaa-363	184	1	there	there	PRON
epaa-363	184	2	might	might	AUX
epaa-363	184	3	be	be	AUX
epaa-363	184	4	response	response	NOUN
epaa-363	184	5	biases	bias	NOUN
epaa-363	184	6	,	,	PUNCT
epaa-363	184	7	either	either	CCONJ
epaa-363	184	8	consistent	consistent	ADJ
epaa-363	184	9	or	or	CCONJ
epaa-363	184	10	item	item	NOUN
epaa-363	184	11	-	-	PUNCT
epaa-363	184	12	specific	specific	NOUN
epaa-363	184	13	,	,	PUNCT
epaa-363	184	14	that	that	PRON
epaa-363	184	15	vary	vary	VERB
epaa-363	184	16	among	among	ADP
epaa-363	184	17	countries	country	NOUN
epaa-363	184	18	.	.	PUNCT
epaa-363	185	1	translation	translation	NOUN
epaa-363	185	2	problems	problem	NOUN
epaa-363	185	3	could	could	AUX
epaa-363	185	4	engender	engender	VERB
epaa-363	185	5	misleading	misleading	ADJ
epaa-363	185	6	response	response	NOUN
epaa-363	185	7	differences	difference	NOUN
epaa-363	185	8	.	.	PUNCT
epaa-363	186	1	there	there	PRON
epaa-363	186	2	might	might	AUX
epaa-363	186	3	be	be	AUX
epaa-363	186	4	substantive	substantive	ADJ
epaa-363	186	5	reasons	reason	NOUN
epaa-363	186	6	for	for	ADP
epaa-363	186	7	these	these	DET
epaa-363	186	8	differences	difference	NOUN
epaa-363	186	9	as	as	ADV
epaa-363	186	10	well	well	ADV
epaa-363	186	11	;	;	PUNCT
epaa-363	186	12	for	for	ADP
epaa-363	186	13	example	example	NOUN
epaa-363	186	14	,	,	PUNCT
epaa-363	186	15	press	press	NOUN
epaa-363	186	16	variables	variable	NOUN
epaa-363	186	17	might	might	AUX
epaa-363	186	18	in	in	ADP
epaa-363	186	19	fact	fact	NOUN
epaa-363	186	20	have	have	VERB
epaa-363	186	21	stronger	strong	ADJ
epaa-363	186	22	relationships	relationship	NOUN
epaa-363	186	23	with	with	ADP
epaa-363	186	24	student	student	NOUN
epaa-363	186	25	performance	performance	NOUN
epaa-363	186	26	in	in	ADP
epaa-363	186	27	some	some	DET
epaa-363	186	28	countries	country	NOUN
epaa-363	186	29	than	than	ADP
epaa-363	186	30	in	in	ADP
epaa-363	186	31	others	other	NOUN
epaa-363	186	32	,	,	PUNCT
epaa-363	186	33	perhaps	perhaps	ADV
epaa-363	186	34	because	because	SCONJ
epaa-363	186	35	of	of	ADP
epaa-363	186	36	differences	difference	NOUN
epaa-363	186	37	in	in	ADP
epaa-363	186	38	the	the	DET
epaa-363	186	39	correlations	correlation	NOUN
epaa-363	186	40	between	between	ADP
epaa-363	186	41	press	press	NOUN
epaa-363	186	42	variables	variable	NOUN
epaa-363	186	43	and	and	CCONJ
epaa-363	186	44	school	school	NOUN
epaa-363	186	45	characteristics	characteristic	NOUN
epaa-363	186	46	or	or	CCONJ
epaa-363	186	47	between	between	ADP
epaa-363	186	48	press	press	NOUN
epaa-363	186	49	variables	variable	NOUN
epaa-363	186	50	and	and	CCONJ
epaa-363	186	51	ethnicity	ethnicity	NOUN
epaa-363	186	52	.	.	PUNCT
epaa-363	187	1	timss	timss	PROPN
epaa-363	187	2	also	also	ADV
epaa-363	187	3	includes	include	VERB
epaa-363	187	4	press	press	NOUN
epaa-363	187	5	variables	variable	NOUN
epaa-363	187	6	that	that	SCONJ
epaa-363	187	7	one	one	PRON
epaa-363	187	8	would	would	AUX
epaa-363	187	9	expect	expect	VERB
epaa-363	187	10	to	to	PART
epaa-363	187	11	show	show	VERB
epaa-363	187	12	weak	weak	ADJ
epaa-363	187	13	or	or	CCONJ
epaa-363	187	14	even	even	ADV
epaa-363	187	15	negative	negative	ADJ
epaa-363	187	16	relationships	relationship	NOUN
epaa-363	187	17	with	with	ADP
epaa-363	187	18	scores	score	NOUN
epaa-363	187	19	.	.	PUNCT
epaa-363	188	1	one	one	NUM
epaa-363	188	2	set	set	NOUN
epaa-363	188	3	,	,	PUNCT
epaa-363	188	4	for	for	ADP
epaa-363	188	5	example	example	NOUN
epaa-363	188	6	,	,	PUNCT
epaa-363	188	7	asks	ask	VERB
epaa-363	188	8	students	student	NOUN
epaa-363	188	9	how	how	SCONJ
epaa-363	188	10	strongly	strongly	ADV
epaa-363	188	11	they	they	PRON
epaa-363	188	12	agree	agree	VERB
epaa-363	188	13	with	with	ADP
epaa-363	188	14	the	the	DET
epaa-363	188	15	statements	statement	NOUN
epaa-363	188	16	that	that	DET
epaa-363	188	17	mother	mother	NOUN
epaa-363	188	18	,	,	PUNCT
epaa-363	188	19	friends	friend	NOUN
epaa-363	188	20	,	,	PUNCT
epaa-363	188	21	and	and	CCONJ
epaa-363	188	22	the	the	DET
epaa-363	188	23	student	student	NOUN
epaa-363	188	24	herself	herself	PRON
epaa-363	188	25	think	think	VERB
epaa-363	188	26	it	it	PRON
epaa-363	188	27	is	be	AUX
epaa-363	188	28	important	important	ADJ
epaa-363	188	29	to	to	PART
epaa-363	188	30	have	have	VERB
epaa-363	188	31	time	time	NOUN
epaa-363	188	32	to	to	PART
epaa-363	188	33	have	have	VERB
epaa-363	188	34	fun	fun	NOUN
epaa-363	188	35	.	.	PUNCT
epaa-363	189	1	one	one	PRON
epaa-363	189	2	might	might	AUX
epaa-363	189	3	expect	expect	VERB
epaa-363	189	4	that	that	SCONJ
epaa-363	189	5	students	student	NOUN
epaa-363	189	6	who	who	PRON
epaa-363	189	7	think	think	VERB
epaa-363	189	8	it	it	PRON
epaa-363	189	9	particularly	particularly	ADV
epaa-363	189	10	important	important	ADJ
epaa-363	189	11	to	to	PART
epaa-363	189	12	save	save	VERB
epaa-363	189	13	time	time	NOUN
epaa-363	189	14	for	for	ADP
epaa-363	189	15	fun	fun	NOUN
epaa-363	189	16	might	might	AUX
epaa-363	189	17	be	be	AUX
epaa-363	189	18	less	less	ADV
epaa-363	189	19	willing	willing	ADJ
epaa-363	189	20	to	to	PART
epaa-363	189	21	put	put	VERB
epaa-363	189	22	long	long	ADJ
epaa-363	189	23	hours	hour	NOUN
epaa-363	189	24	into	into	ADP
epaa-363	189	25	study	study	NOUN
epaa-363	189	26	and	and	CCONJ
epaa-363	189	27	would	would	AUX
epaa-363	189	28	therefore	therefore	ADV
epaa-363	189	29	score	score	VERB
epaa-363	189	30	lower	lower	ADV
epaa-363	189	31	.	.	PUNCT
epaa-363	190	1	t	t	X
epaa-363	190	2	>	>	X
epaa-363	190	3	wo	wo	NOUN
epaa-363	190	4	of	of	ADP
epaa-363	190	5	the	the	DET
epaa-363	190	6	strongest	strong	ADJ
epaa-363	190	7	positive	positive	ADJ
epaa-363	190	8	predictors	predictor	NOUN
epaa-363	190	9	of	of	ADP
epaa-363	190	10	mean	mean	ADJ
epaa-363	190	11	scores	score	NOUN
epaa-363	190	12	from	from	ADP
epaa-363	190	13	this	this	DET
epaa-363	190	14	set	set	NOUN
epaa-363	190	15	of	of	ADP
epaa-363	190	16	variables	variable	NOUN
epaa-363	190	17	,	,	PUNCT
epaa-363	190	18	however	however	ADV
epaa-363	190	19	,	,	PUNCT
epaa-363	190	20	are	be	AUX
epaa-363	190	21	the	the	DET
epaa-363	190	22	strength	strength	NOUN
epaa-363	190	23	of	of	ADP
epaa-363	190	24	agreement	agreement	NOUN
epaa-363	190	25	with	with	ADP
epaa-363	190	26	the	the	DET
epaa-363	190	27	statements	statement	NOUN
epaa-363	190	28	"	"	PUNCT
epaa-363	190	29	i	i	PRON
epaa-363	190	30	think	think	VERB
epaa-363	190	31	it	it	PRON
epaa-363	190	32	is	be	AUX
epaa-363	190	33	important	important	ADJ
epaa-363	190	34	to	to	PART
epaa-363	190	35	have	have	VERB
epaa-363	190	36	time	time	NOUN
epaa-363	190	37	to	to	PART
epaa-363	190	38	have	have	VERB
epaa-363	190	39	fun	fun	NOUN
epaa-363	190	40	"	"	PUNCT
epaa-363	190	41	(	(	PUNCT
epaa-363	190	42	bsbgsip4	bsbgsip4	NOUN
epaa-363	190	43	)	)	PUNCT
epaa-363	190	44	and	and	CCONJ
epaa-363	190	45	"	"	PUNCT
epaa-363	190	46	my	my	PRON
epaa-363	190	47	friends	friend	NOUN
epaa-363	190	48	think	think	VERB
epaa-363	190	49	it	it	PRON
epaa-363	190	50	is	be	AUX
epaa-363	190	51	important	important	ADJ
epaa-363	190	52	for	for	SCONJ
epaa-363	190	53	me	i	PRON
epaa-363	190	54	to	to	PART
epaa-363	190	55	have	have	VERB
epaa-363	190	56	time	time	NOUN
epaa-363	190	57	to	to	PART
epaa-363	190	58	have	have	VERB
epaa-363	190	59	fun	fun	NOUN
epaa-363	190	60	"	"	PUNCT
epaa-363	190	61	(	(	PUNCT
epaa-363	190	62	bsbgfip4	bsbgfip4	NOUN
epaa-363	190	63	)	)	PUNCT
epaa-363	190	64	.	.	PUNCT
epaa-363	191	1	in	in	ADP
epaa-363	191	2	response	response	NOUN
epaa-363	191	3	to	to	ADP
epaa-363	191	4	these	these	DET
epaa-363	191	5	findings	finding	NOUN
epaa-363	191	6	,	,	PUNCT
epaa-363	191	7	we	we	PRON
epaa-363	191	8	used	use	VERB
epaa-363	191	9	only	only	ADV
epaa-363	191	10	two	two	NUM
epaa-363	191	11	of	of	ADP
epaa-363	191	12	these	these	DET
epaa-363	191	13	15	15	NUM
epaa-363	191	14	press	press	NOUN
epaa-363	191	15	variables	variable	NOUN
epaa-363	191	16	in	in	ADP
epaa-363	191	17	our	our	PRON
epaa-363	191	18	models	model	NOUN
epaa-363	191	19	:	:	PUNCT
epaa-363	191	20	the	the	DET
epaa-363	191	21	strength	strength	NOUN
epaa-363	191	22	with	with	ADP
epaa-363	191	23	which	which	PRON
epaa-363	191	24	the	the	DET
epaa-363	191	25	student	student	NOUN
epaa-363	191	26	agreed	agree	VERB
epaa-363	191	27	that	that	SCONJ
epaa-363	191	28	the	the	DET
epaa-363	191	29	mother	mother	NOUN
epaa-363	191	30	and	and	CCONJ
epaa-363	191	31	the	the	DET
epaa-363	191	32	student	student	NOUN
epaa-363	191	33	herself	herself	PRON
epaa-363	191	34	consider	consider	VERB
epaa-363	191	35	it	it	PRON
epaa-363	191	36	important	important	ADJ
epaa-363	191	37	to	to	PART
epaa-363	191	38	do	do	VERB
epaa-363	191	39	well	well	ADV
epaa-363	191	40	in	in	ADP
epaa-363	191	41	mathematics	mathematic	NOUN
epaa-363	191	42	.	.	PUNCT
epaa-363	192	1	we	we	PRON
epaa-363	192	2	pooled	pool	VERB
epaa-363	192	3	these	these	DET
epaa-363	192	4	two	two	NUM
epaa-363	192	5	variables	variable	NOUN
epaa-363	192	6	for	for	ADP
epaa-363	192	7	each	each	DET
epaa-363	192	8	subject	subject	NOUN
epaa-363	192	9	,	,	PUNCT
epaa-363	192	10	creating	create	VERB
epaa-363	192	11	a	a	DET
epaa-363	192	12	single	single	ADJ
epaa-363	192	13	"	"	PUNCT
epaa-363	192	14	press	press	NOUN
epaa-363	192	15	for	for	ADP
epaa-363	192	16	mathematics	mathematics	NOUN
epaa-363	192	17	variable	variable	NOUN
epaa-363	192	18	"	"	PUNCT
epaa-363	192	19	variable	variable	NOUN
epaa-363	192	20	from	from	ADP
epaa-363	192	21	the	the	DET
epaa-363	192	22	students	student	NOUN
epaa-363	192	23	'	'	PART
epaa-363	192	24	responses	response	NOUN
epaa-363	192	25	pertaining	pertain	VERB
epaa-363	192	26	to	to	ADP
epaa-363	192	27	themselves	themselves	PRON
epaa-363	192	28	and	and	CCONJ
epaa-363	192	29	their	their	PRON
epaa-363	192	30	mothers	mother	NOUN
epaa-363	192	31	.	.	PUNCT
epaa-363	193	1	these	these	DET
epaa-363	193	2	composites	composite	NOUN
epaa-363	193	3	were	be	AUX
epaa-363	193	4	the	the	DET
epaa-363	193	5	mean	mean	NOUN
epaa-363	193	6	of	of	ADP
epaa-363	193	7	the	the	DET
epaa-363	193	8	two	two	NUM
epaa-363	193	9	variables	variable	NOUN
epaa-363	193	10	for	for	ADP
epaa-363	193	11	the	the	DET
epaa-363	193	12	subject	subject	NOUN
epaa-363	193	13	when	when	SCONJ
epaa-363	193	14	both	both	PRON
epaa-363	193	15	were	be	AUX
epaa-363	193	16	present	present	ADJ
epaa-363	193	17	and	and	CCONJ
epaa-363	193	18	whichever	whichever	PRON
epaa-363	193	19	was	be	AUX
epaa-363	193	20	present	present	ADJ
epaa-363	193	21	when	when	SCONJ
epaa-363	193	22	one	one	PRON
epaa-363	193	23	was	be	AUX
epaa-363	193	24	missing	missing	ADJ
epaa-363	193	25	.	.	PUNCT
epaa-363	194	1	the	the	DET
epaa-363	194	2	decision	decision	NOUN
epaa-363	194	3	to	to	PART
epaa-363	194	4	pool	pool	VERB
epaa-363	194	5	these	these	DET
epaa-363	194	6	two	two	NUM
epaa-363	194	7	variables	variable	NOUN
epaa-363	194	8	,	,	PUNCT
epaa-363	194	9	which	which	PRON
epaa-363	194	10	is	be	AUX
epaa-363	194	11	consistent	consistent	ADJ
epaa-363	194	12	with	with	ADP
epaa-363	194	13	the	the	DET
epaa-363	194	14	logic	logic	NOUN
epaa-363	194	15	of	of	ADP
epaa-363	194	16	likert	likert	NOUN
epaa-363	194	17	scales	scale	NOUN
epaa-363	194	18	,	,	PUNCT
epaa-363	194	19	was	be	AUX
epaa-363	194	20	made	make	VERB
epaa-363	194	21	because	because	SCONJ
epaa-363	194	22	the	the	DET
epaa-363	194	23	two	two	NUM
epaa-363	194	24	press	press	NOUN
epaa-363	194	25	variables	variable	NOUN
epaa-363	194	26	taken	take	VERB
epaa-363	194	27	individually	individually	ADV
epaa-363	194	28	had	have	VERB
epaa-363	194	29	only	only	ADJ
epaa-363	194	30	insubstantial	insubstantial	ADJ
epaa-363	194	31	relationships	relationship	NOUN
epaa-363	194	32	with	with	ADP
epaa-363	194	33	scores	score	NOUN
epaa-363	194	34	,	,	PUNCT
epaa-363	194	35	while	while	SCONJ
epaa-363	194	36	the	the	DET
epaa-363	194	37	composite	composite	NOUN
epaa-363	194	38	showed	show	VERB
epaa-363	194	39	stronger	strong	ADJ
epaa-363	194	40	relationships	relationship	NOUN
epaa-363	194	41	with	with	ADP
epaa-363	194	42	scores	score	NOUN
epaa-363	194	43	.	.	PUNCT
epaa-363	195	1	we	we	PRON
epaa-363	195	2	also	also	ADV
epaa-363	195	3	examined	examine	VERB
epaa-363	195	4	the	the	DET
epaa-363	195	5	quality	quality	NOUN
epaa-363	195	6	of	of	ADP
epaa-363	195	7	data	datum	NOUN
epaa-363	195	8	for	for	ADP
epaa-363	195	9	10	10	NUM
epaa-363	195	10	student	student	NOUN
epaa-363	195	11	and	and	CCONJ
epaa-363	195	12	family	family	NOUN
epaa-363	195	13	background	background	NOUN
epaa-363	195	14	variables	variable	NOUN
epaa-363	195	15	:	:	PUNCT
epaa-363	195	16	whether	whether	SCONJ
epaa-363	195	17	the	the	DET
epaa-363	195	18	student	student	NOUN
epaa-363	195	19	was	be	AUX
epaa-363	195	20	born	bear	VERB
epaa-363	195	21	in	in	ADP
epaa-363	195	22	the	the	DET
epaa-363	195	23	country	country	NOUN
epaa-363	195	24	of	of	ADP
epaa-363	195	25	testing	testing	NOUN
epaa-363	195	26	;	;	PUNCT
epaa-363	195	27	mother	mother	NOUN
epaa-363	195	28	's	's	PART
epaa-363	195	29	and	and	CCONJ
epaa-363	195	30	father	father	NOUN
epaa-363	195	31	's	's	PART
epaa-363	195	32	educational	educational	ADJ
epaa-363	195	33	attainment	attainment	NOUN
epaa-363	195	34	;	;	PUNCT
epaa-363	195	35	number	number	NOUN
epaa-363	195	36	of	of	ADP
epaa-363	195	37	people	people	NOUN
epaa-363	195	38	in	in	ADP
epaa-363	195	39	the	the	DET
epaa-363	195	40	home	home	NOUN
epaa-363	195	41	;	;	PUNCT
epaa-363	195	42	whether	whether	SCONJ
epaa-363	195	43	the	the	DET
epaa-363	195	44	father	father	NOUN
epaa-363	195	45	,	,	PUNCT
epaa-363	195	46	mother	mother	NOUN
epaa-363	195	47	,	,	PUNCT
epaa-363	195	48	and	and	CCONJ
epaa-363	195	49	12	12	NUM
epaa-363	195	50	of	of	ADP
epaa-363	195	51	28	28	NUM
epaa-363	195	52	any	any	DET
epaa-363	195	53	grandparents	grandparent	NOUN
epaa-363	195	54	lived	live	VERB
epaa-363	195	55	with	with	ADP
epaa-363	195	56	the	the	DET
epaa-363	195	57	student	student	NOUN
epaa-363	195	58	;	;	PUNCT
epaa-363	195	59	how	how	SCONJ
epaa-363	195	60	many	many	ADJ
epaa-363	195	61	books	book	NOUN
epaa-363	195	62	were	be	AUX
epaa-363	195	63	in	in	ADP
epaa-363	195	64	the	the	DET
epaa-363	195	65	home	home	NOUN
epaa-363	195	66	;	;	PUNCT
epaa-363	195	67	and	and	CCONJ
epaa-363	195	68	whether	whether	SCONJ
epaa-363	195	69	the	the	DET
epaa-363	195	70	home	home	NOUN
epaa-363	195	71	had	have	VERB
epaa-363	195	72	a	a	DET
epaa-363	195	73	study	study	NOUN
epaa-363	195	74	desk	desk	NOUN
epaa-363	195	75	and	and	CCONJ
epaa-363	195	76	a	a	DET
epaa-363	195	77	computer	computer	NOUN
epaa-363	195	78	.	.	PUNCT
epaa-363	196	1	fewer	few	ADJ
epaa-363	196	2	problems	problem	NOUN
epaa-363	196	3	appeared	appear	VERB
epaa-363	196	4	with	with	ADP
epaa-363	196	5	background	background	NOUN
epaa-363	196	6	variables	variable	NOUN
epaa-363	196	7	than	than	ADP
epaa-363	196	8	with	with	ADP
epaa-363	196	9	press	press	NOUN
epaa-363	196	10	and	and	CCONJ
epaa-363	196	11	attitude	attitude	NOUN
epaa-363	196	12	variables	variable	NOUN
epaa-363	196	13	.	.	PUNCT
epaa-363	197	1	missing	miss	VERB
epaa-363	197	2	data	datum	NOUN
epaa-363	197	3	and	and	CCONJ
epaa-363	197	4	"	"	PUNCT
epaa-363	197	5	i	i	PRON
epaa-363	197	6	do	do	AUX
epaa-363	197	7	n't	not	PART
epaa-363	197	8	know	know	VERB
epaa-363	197	9	"	"	PUNCT
epaa-363	197	10	responses	response	NOUN
epaa-363	197	11	,	,	PUNCT
epaa-363	197	12	however	however	ADV
epaa-363	197	13	,	,	PUNCT
epaa-363	197	14	posed	pose	VERB
epaa-363	197	15	serious	serious	ADJ
epaa-363	197	16	difficulties	difficulty	NOUN
epaa-363	197	17	,	,	PUNCT
epaa-363	197	18	particularly	particularly	ADV
epaa-363	197	19	in	in	ADP
epaa-363	197	20	france	france	PROPN
epaa-363	197	21	.	.	PUNCT
epaa-363	198	1	in	in	ADP
epaa-363	198	2	all	all	PRON
epaa-363	198	3	of	of	ADP
epaa-363	198	4	our	our	PRON
epaa-363	198	5	countries	country	NOUN
epaa-363	198	6	,	,	PUNCT
epaa-363	198	7	responses	response	NOUN
epaa-363	198	8	to	to	ADP
epaa-363	198	9	the	the	DET
epaa-363	198	10	questions	question	NOUN
epaa-363	198	11	about	about	ADP
epaa-363	198	12	parents	parent	NOUN
epaa-363	198	13	'	'	PART
epaa-363	198	14	educational	educational	ADJ
epaa-363	198	15	attainment	attainment	NOUN
epaa-363	198	16	were	be	AUX
epaa-363	198	17	missing	miss	VERB
epaa-363	198	18	for	for	ADP
epaa-363	198	19	a	a	DET
epaa-363	198	20	substantial	substantial	ADJ
epaa-363	198	21	percentage	percentage	NOUN
epaa-363	198	22	of	of	ADP
epaa-363	198	23	students	student	NOUN
epaa-363	198	24	.	.	PUNCT
epaa-363	199	1	this	this	DET
epaa-363	199	2	problem	problem	NOUN
epaa-363	199	3	was	be	AUX
epaa-363	199	4	particularly	particularly	ADV
epaa-363	199	5	severe	severe	ADJ
epaa-363	199	6	in	in	ADP
epaa-363	199	7	france	france	PROPN
epaa-363	199	8	(	(	PUNCT
epaa-363	199	9	where	where	SCONJ
epaa-363	199	10	17	17	NUM
epaa-363	199	11	percent	percent	NOUN
epaa-363	199	12	were	be	AUX
epaa-363	199	13	missing	miss	VERB
epaa-363	199	14	for	for	ADP
epaa-363	199	15	fathers	father	NOUN
epaa-363	199	16	and	and	CCONJ
epaa-363	199	17	16	16	NUM
epaa-363	199	18	percent	percent	NOUN
epaa-363	199	19	for	for	ADP
epaa-363	199	20	mothers	mother	NOUN
epaa-363	199	21	)	)	PUNCT
epaa-363	199	22	.	.	PUNCT
epaa-363	200	1	more	more	ADV
epaa-363	200	2	important	important	ADJ
epaa-363	200	3	,	,	PUNCT
epaa-363	200	4	of	of	ADP
epaa-363	200	5	the	the	DET
epaa-363	200	6	students	student	NOUN
epaa-363	200	7	who	who	PRON
epaa-363	200	8	responded	respond	VERB
epaa-363	200	9	to	to	ADP
epaa-363	200	10	these	these	DET
epaa-363	200	11	question	question	NOUN
epaa-363	200	12	,	,	PUNCT
epaa-363	200	13	many	many	ADJ
epaa-363	200	14	answered	answer	VERB
epaa-363	200	15	"	"	PUNCT
epaa-363	200	16	i	i	PRON
epaa-363	200	17	do	do	AUX
epaa-363	200	18	n't	not	PART
epaa-363	200	19	know	know	VERB
epaa-363	200	20	.	.	PUNCT
epaa-363	200	21	"	"	PUNCT
epaa-363	201	1	this	this	DET
epaa-363	201	2	problem	problem	NOUN
epaa-363	201	3	was	be	AUX
epaa-363	201	4	particularly	particularly	ADV
epaa-363	201	5	severe	severe	ADJ
epaa-363	201	6	in	in	ADP
epaa-363	201	7	france	france	PROPN
epaa-363	201	8	,	,	PUNCT
epaa-363	201	9	where	where	SCONJ
epaa-363	201	10	34	34	NUM
epaa-363	201	11	percent	percent	NOUN
epaa-363	201	12	responded	respond	VERB
epaa-363	201	13	"	"	PUNCT
epaa-363	201	14	i	i	PRON
epaa-363	201	15	do	do	AUX
epaa-363	201	16	n't	not	PART
epaa-363	201	17	know	know	VERB
epaa-363	201	18	,	,	PUNCT
epaa-363	201	19	"	"	PUNCT
epaa-363	201	20	so	so	SCONJ
epaa-363	201	21	that	that	SCONJ
epaa-363	201	22	a	a	DET
epaa-363	201	23	total	total	NOUN
epaa-363	201	24	of	of	ADP
epaa-363	201	25	50	50	NUM
epaa-363	201	26	percent	percent	NOUN
epaa-363	201	27	of	of	ADP
epaa-363	201	28	respondents	respondent	NOUN
epaa-363	201	29	provided	provide	VERB
epaa-363	201	30	no	no	DET
epaa-363	201	31	informative	informative	ADJ
epaa-363	201	32	answer	answer	NOUN
epaa-363	201	33	(	(	PUNCT
epaa-363	201	34	table	table	NOUN
epaa-363	201	35	3	3	NUM
epaa-363	201	36	)	)	PUNCT
epaa-363	201	37	.	.	PUNCT
epaa-363	202	1	efforts	effort	NOUN
epaa-363	202	2	to	to	PART
epaa-363	202	3	impute	impute	VERB
epaa-363	202	4	values	value	NOUN
epaa-363	202	5	were	be	AUX
epaa-363	202	6	unsuccessful	unsuccessful	ADJ
epaa-363	202	7	.	.	PUNCT
epaa-363	203	1	thus	thus	ADV
epaa-363	203	2	,	,	PUNCT
epaa-363	203	3	we	we	PRON
epaa-363	203	4	had	have	VERB
epaa-363	203	5	to	to	PART
epaa-363	203	6	choose	choose	VERB
epaa-363	203	7	between	between	ADP
epaa-363	203	8	omitting	omit	VERB
epaa-363	203	9	parental	parental	ADJ
epaa-363	203	10	educational	educational	ADJ
epaa-363	203	11	attainment	attainment	NOUN
epaa-363	203	12	from	from	ADP
epaa-363	203	13	models	model	NOUN
epaa-363	203	14	in	in	ADP
epaa-363	203	15	france	france	PROPN
epaa-363	203	16	in	in	ADP
epaa-363	203	17	order	order	NOUN
epaa-363	203	18	to	to	PART
epaa-363	203	19	use	use	VERB
epaa-363	203	20	most	most	ADJ
epaa-363	203	21	of	of	ADP
epaa-363	203	22	the	the	DET
epaa-363	203	23	sample	sample	NOUN
epaa-363	203	24	,	,	PUNCT
epaa-363	203	25	or	or	CCONJ
epaa-363	203	26	including	include	VERB
epaa-363	203	27	parental	parental	ADJ
epaa-363	203	28	education	education	NOUN
epaa-363	203	29	and	and	CCONJ
epaa-363	203	30	using	use	VERB
epaa-363	203	31	a	a	DET
epaa-363	203	32	substantially	substantially	ADV
epaa-363	203	33	reduced	reduce	VERB
epaa-363	203	34	sample	sample	NOUN
epaa-363	203	35	.	.	PUNCT
epaa-363	204	1	we	we	PRON
epaa-363	204	2	opted	opt	VERB
epaa-363	204	3	to	to	PART
epaa-363	204	4	include	include	VERB
epaa-363	204	5	mother	mother	NOUN
epaa-363	204	6	's	's	PART
epaa-363	204	7	education	education	NOUN
epaa-363	204	8	at	at	ADP
epaa-363	204	9	the	the	DET
epaa-363	204	10	cost	cost	NOUN
epaa-363	204	11	of	of	ADP
epaa-363	204	12	using	use	VERB
epaa-363	204	13	a	a	DET
epaa-363	204	14	reduced	reduced	ADJ
epaa-363	204	15	sample	sample	NOUN
epaa-363	204	16	.	.	PUNCT
epaa-363	205	1	comparisons	comparison	NOUN
epaa-363	205	2	of	of	ADP
epaa-363	205	3	preliminary	preliminary	ADJ
epaa-363	205	4	models	model	NOUN
epaa-363	205	5	indicated	indicate	VERB
epaa-363	205	6	that	that	SCONJ
epaa-363	205	7	the	the	DET
epaa-363	205	8	choice	choice	NOUN
epaa-363	205	9	between	between	ADP
epaa-363	205	10	these	these	DET
epaa-363	205	11	options	option	NOUN
epaa-363	205	12	probably	probably	ADV
epaa-363	205	13	affected	affect	VERB
epaa-363	205	14	parameter	parameter	NOUN
epaa-363	205	15	estimates	estimate	NOUN
epaa-363	205	16	but	but	CCONJ
epaa-363	205	17	did	do	AUX
epaa-363	205	18	not	not	PART
epaa-363	205	19	to	to	PART
epaa-363	205	20	have	have	VERB
epaa-363	205	21	a	a	DET
epaa-363	205	22	major	major	NOUN
epaa-363	205	23	on	on	ADP
epaa-363	205	24	the	the	DET
epaa-363	205	25	overall	overall	ADJ
epaa-363	205	26	prediction	prediction	NOUN
epaa-363	205	27	of	of	ADP
epaa-363	205	28	score	score	NOUN
epaa-363	205	29	variance	variance	NOUN
epaa-363	205	30	.	.	PUNCT
epaa-363	206	1	although	although	SCONJ
epaa-363	206	2	our	our	PRON
epaa-363	206	3	interpretation	interpretation	NOUN
epaa-363	206	4	focuses	focus	VERB
epaa-363	206	5	on	on	ADP
epaa-363	206	6	the	the	DET
epaa-363	206	7	latter	latter	ADJ
epaa-363	206	8	,	,	PUNCT
epaa-363	206	9	any	any	DET
epaa-363	206	10	interpretation	interpretation	NOUN
epaa-363	206	11	of	of	ADP
epaa-363	206	12	the	the	DET
epaa-363	206	13	results	result	NOUN
epaa-363	206	14	from	from	ADP
epaa-363	206	15	france	france	PROPN
epaa-363	206	16	should	should	AUX
epaa-363	206	17	be	be	AUX
epaa-363	206	18	taken	take	VERB
epaa-363	206	19	with	with	ADP
epaa-363	206	20	caution	caution	NOUN
epaa-363	206	21	because	because	SCONJ
epaa-363	206	22	of	of	ADP
epaa-363	206	23	this	this	DET
epaa-363	206	24	limitation	limitation	NOUN
epaa-363	206	25	of	of	ADP
epaa-363	206	26	the	the	DET
epaa-363	206	27	data	datum	NOUN
epaa-363	206	28	.	.	PUNCT
epaa-363	207	1	table	table	NOUN
epaa-363	207	2	3	3	NUM
epaa-363	207	3	percent	percent	NOUN
epaa-363	207	4	of	of	ADP
epaa-363	207	5	students	student	NOUN
epaa-363	207	6	with	with	ADP
epaa-363	207	7	no	no	DET
epaa-363	207	8	response	response	NOUN
epaa-363	207	9	or	or	CCONJ
epaa-363	207	10	response	response	NOUN
epaa-363	207	11	of	of	ADP
epaa-363	207	12	"	"	PUNCT
epaa-363	207	13	i	i	PRON
epaa-363	207	14	do	do	AUX
epaa-363	207	15	n't	not	PART
epaa-363	207	16	know	know	VERB
epaa-363	207	17	"	"	PUNCT
epaa-363	207	18	to	to	PART
epaa-363	207	19	question	question	VERB
epaa-363	207	20	about	about	ADP
epaa-363	207	21	mother	mother	NOUN
epaa-363	207	22	's	's	PART
epaa-363	207	23	educational	educational	ADJ
epaa-363	207	24	attainment	attainment	NOUN
epaa-363	207	25	missing	miss	VERB
epaa-363	207	26	i	i	PRON
epaa-363	207	27	do	do	AUX
epaa-363	207	28	n't	not	PART
epaa-363	207	29	know	know	VERB
epaa-363	207	30	total	total	ADJ
epaa-363	207	31	australia	australia	NOUN
epaa-363	207	32	4	4	NUM
epaa-363	207	33	%	%	NOUN
epaa-363	207	34	15	15	NUM
epaa-363	207	35	%	%	NOUN
epaa-363	207	36	18	18	NUM
epaa-363	207	37	%	%	NOUN
epaa-363	207	38	france	france	PROPN
epaa-363	207	39	13	13	NUM
epaa-363	207	40	34	34	NUM
epaa-363	207	41	47	47	NUM
epaa-363	207	42	germany	germany	NOUN
epaa-363	207	43	9	9	NUM
epaa-363	207	44	21	21	NUM
epaa-363	207	45	30	30	NUM
epaa-363	207	46	hong	hong	PROPN
epaa-363	207	47	kong	kong	PROPN
epaa-363	207	48	5	5	NUM
epaa-363	207	49	9	9	NUM
epaa-363	207	50	14	14	NUM
epaa-363	207	51	korea	korea	NOUN
epaa-363	207	52	0	0	NUM
epaa-363	207	53	9	9	NUM
epaa-363	207	54	9	9	NUM
epaa-363	207	55	usa	usa	PROPN
epaa-363	207	56	3	3	NUM
epaa-363	207	57	7	7	NUM
epaa-363	207	58	11	11	NUM
epaa-363	207	59	two	two	NUM
epaa-363	207	60	variables	variable	NOUN
epaa-363	207	61	,	,	PUNCT
epaa-363	207	62	mother	mother	NOUN
epaa-363	207	63	's	's	PART
epaa-363	207	64	educational	educational	ADJ
epaa-363	207	65	attainment	attainment	NOUN
epaa-363	207	66	and	and	CCONJ
epaa-363	207	67	number	number	NOUN
epaa-363	207	68	of	of	ADP
epaa-363	207	69	books	book	NOUN
epaa-363	207	70	in	in	ADP
epaa-363	207	71	the	the	DET
epaa-363	207	72	home	home	NOUN
epaa-363	207	73	,	,	PUNCT
epaa-363	207	74	illustrate	illustrate	VERB
epaa-363	207	75	another	another	DET
epaa-363	207	76	issue	issue	NOUN
epaa-363	207	77	that	that	PRON
epaa-363	207	78	can	can	AUX
epaa-363	207	79	arise	arise	VERB
epaa-363	207	80	in	in	ADP
epaa-363	207	81	comparative	comparative	ADJ
epaa-363	207	82	studies	study	NOUN
epaa-363	207	83	–	–	PUNCT
epaa-363	207	84	that	that	ADV
epaa-363	207	85	is	is	ADV
epaa-363	207	86	,	,	PUNCT
epaa-363	207	87	it	it	PRON
epaa-363	207	88	may	may	AUX
epaa-363	207	89	be	be	AUX
epaa-363	207	90	desirable	desirable	ADJ
epaa-363	207	91	or	or	CCONJ
epaa-363	207	92	necessary	necessary	ADJ
epaa-363	207	93	to	to	PART
epaa-363	207	94	treat	treat	VERB
epaa-363	207	95	variables	variable	NOUN
epaa-363	207	96	differently	differently	ADV
epaa-363	207	97	in	in	ADP
epaa-363	207	98	different	different	ADJ
epaa-363	207	99	countries	country	NOUN
epaa-363	207	100	.	.	PUNCT
epaa-363	208	1	both	both	DET
epaa-363	208	2	variables	variable	NOUN
epaa-363	208	3	showed	show	VERB
epaa-363	208	4	substantial	substantial	ADJ
epaa-363	208	5	but	but	CCONJ
epaa-363	208	6	not	not	PART
epaa-363	208	7	always	always	ADV
epaa-363	208	8	monotonic	monotonic	VERB
epaa-363	208	9	positive	positive	ADJ
epaa-363	208	10	relationships	relationship	NOUN
epaa-363	208	11	with	with	ADP
epaa-363	208	12	achievement	achievement	NOUN
epaa-363	208	13	.	.	PUNCT
epaa-363	209	1	for	for	ADP
epaa-363	209	2	example	example	NOUN
epaa-363	209	3	,	,	PUNCT
epaa-363	209	4	the	the	DET
epaa-363	209	5	mean	mean	ADJ
epaa-363	209	6	mathematics	mathematics	NOUN
epaa-363	209	7	scores	score	NOUN
epaa-363	209	8	of	of	ADP
epaa-363	209	9	students	student	NOUN
epaa-363	209	10	whose	whose	DET
epaa-363	209	11	mothers	mother	NOUN
epaa-363	209	12	were	be	AUX
epaa-363	209	13	in	in	ADP
epaa-363	209	14	the	the	DET
epaa-363	209	15	"	"	PUNCT
epaa-363	209	16	finished	finished	ADJ
epaa-363	209	17	secondary	secondary	ADJ
epaa-363	209	18	"	"	PUNCT
epaa-363	209	19	and	and	CCONJ
epaa-363	209	20	"	"	PUNCT
epaa-363	209	21	some	some	DET
epaa-363	209	22	vocational	vocational	ADJ
epaa-363	209	23	"	"	PUNCT
epaa-363	209	24	categories	category	NOUN
epaa-363	209	25	were	be	AUX
epaa-363	209	26	not	not	PART
epaa-363	209	27	in	in	ADP
epaa-363	209	28	the	the	DET
epaa-363	209	29	same	same	ADJ
epaa-363	209	30	order	order	NOUN
epaa-363	209	31	in	in	ADP
epaa-363	209	32	all	all	DET
epaa-363	209	33	countries	country	NOUN
epaa-363	209	34	.	.	PUNCT
epaa-363	210	1	we	we	PRON
epaa-363	210	2	combined	combine	VERB
epaa-363	210	3	these	these	DET
epaa-363	210	4	categories	category	NOUN
epaa-363	210	5	in	in	ADP
epaa-363	210	6	all	all	DET
epaa-363	210	7	countries	country	NOUN
epaa-363	210	8	except	except	SCONJ
epaa-363	210	9	hong	hong	PROPN
epaa-363	210	10	kong	kong	PROPN
epaa-363	210	11	.	.	PUNCT
epaa-363	211	1	in	in	ADP
epaa-363	211	2	hong	hong	PROPN
epaa-363	211	3	kong	kong	PROPN
epaa-363	211	4	,	,	PUNCT
epaa-363	211	5	small	small	ADJ
epaa-363	211	6	samples	sample	NOUN
epaa-363	211	7	and	and	CCONJ
epaa-363	211	8	a	a	DET
epaa-363	211	9	different	different	ADJ
epaa-363	211	10	pattern	pattern	NOUN
epaa-363	211	11	of	of	ADP
epaa-363	211	12	means	mean	NOUN
epaa-363	211	13	suggested	suggest	VERB
epaa-363	211	14	collapsing	collapse	VERB
epaa-363	211	15	the	the	DET
epaa-363	211	16	"	"	PUNCT
epaa-363	211	17	some	some	DET
epaa-363	211	18	vocational	vocational	ADJ
epaa-363	211	19	"	"	PUNCT
epaa-363	211	20	category	category	NOUN
epaa-363	211	21	of	of	ADP
epaa-363	211	22	maternal	maternal	ADJ
epaa-363	211	23	education	education	NOUN
epaa-363	211	24	with	with	ADP
epaa-363	211	25	"	"	PUNCT
epaa-363	211	26	finished	finished	ADJ
epaa-363	211	27	university	university	NOUN
epaa-363	211	28	.	.	PUNCT
epaa-363	211	29	"	"	PUNCT
epaa-363	212	1	similarly	similarly	ADV
epaa-363	212	2	,	,	PUNCT
epaa-363	212	3	in	in	ADP
epaa-363	212	4	france	france	PROPN
epaa-363	212	5	only	only	ADV
epaa-363	212	6	,	,	PUNCT
epaa-363	212	7	the	the	DET
epaa-363	212	8	mean	mean	ADJ
epaa-363	212	9	scores	score	NOUN
epaa-363	212	10	of	of	ADP
epaa-363	212	11	the	the	DET
epaa-363	212	12	students	student	NOUN
epaa-363	212	13	reporting	report	VERB
epaa-363	212	14	the	the	DET
epaa-363	212	15	largest	large	ADJ
epaa-363	212	16	number	number	NOUN
epaa-363	212	17	of	of	ADP
epaa-363	212	18	books	book	NOUN
epaa-363	212	19	was	be	AUX
epaa-363	212	20	lower	low	ADJ
epaa-363	212	21	than	than	ADP
epaa-363	212	22	that	that	PRON
epaa-363	212	23	of	of	ADP
epaa-363	212	24	the	the	DET
epaa-363	212	25	category	category	NOUN
epaa-363	212	26	below	below	ADV
epaa-363	212	27	,	,	PUNCT
epaa-363	212	28	so	so	ADV
epaa-363	212	29	we	we	PRON
epaa-363	212	30	collapsed	collapse	VERB
epaa-363	212	31	those	those	DET
epaa-363	212	32	two	two	NUM
epaa-363	212	33	categories	category	NOUN
epaa-363	212	34	into	into	ADP
epaa-363	212	35	a	a	DET
epaa-363	212	36	single	single	ADJ
epaa-363	212	37	category	category	NOUN
epaa-363	212	38	for	for	ADP
epaa-363	212	39	the	the	DET
epaa-363	212	40	french	french	ADJ
epaa-363	212	41	model	model	NOUN
epaa-363	212	42	.	.	PUNCT
epaa-363	213	1	we	we	PRON
epaa-363	213	2	did	do	AUX
epaa-363	213	3	not	not	PART
epaa-363	213	4	collapse	collapse	VERB
epaa-363	213	5	these	these	DET
epaa-363	213	6	groups	group	NOUN
epaa-363	213	7	for	for	ADP
epaa-363	213	8	other	other	ADJ
epaa-363	213	9	countries	country	NOUN
epaa-363	213	10	.	.	PUNCT
epaa-363	214	1	the	the	DET
epaa-363	214	2	variables	variable	NOUN
epaa-363	214	3	used	use	VERB
epaa-363	214	4	in	in	ADP
epaa-363	214	5	the	the	DET
epaa-363	214	6	final	final	ADJ
epaa-363	214	7	modeling	modeling	NOUN
epaa-363	214	8	are	be	AUX
epaa-363	214	9	noted	note	VERB
epaa-363	214	10	in	in	ADP
epaa-363	214	11	appendix	appendix	ADJ
epaa-363	214	12	a.	a.	NOUN
epaa-363	214	13	13	13	NUM
epaa-363	214	14	of	of	ADP
epaa-363	214	15	28	28	NUM
epaa-363	214	16	specifying	specify	VERB
epaa-363	214	17	multilevel	multilevel	NOUN
epaa-363	214	18	models	model	NOUN
epaa-363	214	19	the	the	DET
epaa-363	214	20	multilevel	multilevel	NOUN
epaa-363	214	21	models	model	NOUN
epaa-363	214	22	reported	report	VERB
epaa-363	214	23	here	here	ADV
epaa-363	214	24	are	be	AUX
epaa-363	214	25	simple	simple	ADJ
epaa-363	214	26	"	"	PUNCT
epaa-363	214	27	fixed	fix	VERB
epaa-363	214	28	coefficients	coefficient	NOUN
epaa-363	214	29	"	"	PUNCT
epaa-363	214	30	models	model	NOUN
epaa-363	214	31	(	(	PUNCT
epaa-363	214	32	kreft	kreft	NOUN
epaa-363	214	33	and	and	CCONJ
epaa-363	214	34	deleeuw	deleeuw	PROPN
epaa-363	214	35	,	,	PUNCT
epaa-363	214	36	1998	1998	NUM
epaa-363	214	37	)	)	PUNCT
epaa-363	214	38	.	.	PUNCT
epaa-363	215	1	that	that	PRON
epaa-363	215	2	is	be	AUX
epaa-363	215	3	,	,	PUNCT
epaa-363	215	4	the	the	DET
epaa-363	215	5	coefficients	coefficient	NOUN
epaa-363	215	6	estimating	estimate	VERB
epaa-363	215	7	the	the	DET
epaa-363	215	8	level	level	NOUN
epaa-363	215	9	-	-	PUNCT
epaa-363	215	10	one	one	NUM
epaa-363	215	11	relationships	relationship	NOUN
epaa-363	215	12	between	between	ADP
epaa-363	215	13	background	background	NOUN
epaa-363	215	14	factors	factor	NOUN
epaa-363	215	15	and	and	CCONJ
epaa-363	215	16	achievement	achievement	NOUN
epaa-363	215	17	(	(	PUNCT
epaa-363	215	18	student	student	NOUN
epaa-363	215	19	-	-	PUNCT
epaa-363	215	20	level	level	NOUN
epaa-363	215	21	relationships	relationship	NOUN
epaa-363	215	22	within	within	ADP
epaa-363	215	23	classrooms	classroom	NOUN
epaa-363	215	24	)	)	PUNCT
epaa-363	215	25	are	be	AUX
epaa-363	215	26	held	hold	VERB
epaa-363	215	27	constant	constant	ADJ
epaa-363	215	28	across	across	ADP
epaa-363	215	29	classrooms	classroom	NOUN
epaa-363	215	30	within	within	ADP
epaa-363	215	31	countries	country	NOUN
epaa-363	215	32	.	.	PUNCT
epaa-363	216	1	between	between	ADP
epaa-363	216	2	-	-	PUNCT
epaa-363	216	3	classroom	classroom	NOUN
epaa-363	216	4	effects	effect	NOUN
epaa-363	216	5	were	be	AUX
epaa-363	216	6	thus	thus	ADV
epaa-363	216	7	limited	limit	VERB
epaa-363	216	8	to	to	ADP
epaa-363	216	9	differences	difference	NOUN
epaa-363	216	10	in	in	ADP
epaa-363	216	11	intercepts	intercept	NOUN
epaa-363	216	12	.	.	PUNCT
epaa-363	217	1	in	in	ADP
epaa-363	217	2	general	general	ADJ
epaa-363	217	3	form	form	NOUN
epaa-363	217	4	,	,	PUNCT
epaa-363	217	5	this	this	DET
epaa-363	217	6	model	model	NOUN
epaa-363	217	7	is	be	AUX
epaa-363	217	8	:	:	PUNCT
epaa-363	217	9	...	...	PUNCT
epaa-363	217	10	where	where	SCONJ
epaa-363	217	11	the	the	DET
epaa-363	217	12	subscript	subscript	NOUN
epaa-363	217	13	i	i	PRON
epaa-363	217	14	indicates	indicate	VERB
epaa-363	217	15	individuals	individual	NOUN
epaa-363	217	16	,	,	PUNCT
epaa-363	217	17	j	j	PROPN
epaa-363	217	18	indicates	indicate	VERB
epaa-363	217	19	classrooms	classroom	NOUN
epaa-363	217	20	,	,	PUNCT
epaa-363	217	21	an	an	DET
epaa-363	217	22	underscore	underscore	NOUN
epaa-363	217	23	indicates	indicate	VERB
epaa-363	217	24	a	a	DET
epaa-363	217	25	vector	vector	NOUN
epaa-363	217	26	,	,	PUNCT
epaa-363	217	27	and	and	CCONJ
epaa-363	217	28	a	a	DET
epaa-363	217	29	bar	bar	NOUN
epaa-363	217	30	over	over	ADP
epaa-363	217	31	a	a	DET
epaa-363	217	32	variable	variable	NOUN
epaa-363	217	33	indicates	indicate	VERB
epaa-363	217	34	a	a	DET
epaa-363	217	35	mean	mean	NOUN
epaa-363	217	36	.	.	PUNCT
epaa-363	218	1	that	that	PRON
epaa-363	218	2	is	is	ADV
epaa-363	218	3	,	,	PUNCT
epaa-363	218	4	a	a	DET
epaa-363	218	5	student	student	NOUN
epaa-363	218	6	's	's	PART
epaa-363	218	7	score	score	NOUN
epaa-363	218	8	reflects	reflect	VERB
epaa-363	218	9	a	a	DET
epaa-363	218	10	vector	vector	NOUN
epaa-363	218	11	of	of	ADP
epaa-363	218	12	background	background	NOUN
epaa-363	218	13	variables	variable	NOUN
epaa-363	218	14	weighted	weight	VERB
epaa-363	218	15	by	by	ADP
epaa-363	218	16	a	a	DET
epaa-363	218	17	vector	vector	NOUN
epaa-363	218	18	of	of	ADP
epaa-363	218	19	regression	regression	NOUN
epaa-363	218	20	coefficients	coefficient	NOUN
epaa-363	218	21	,	,	PUNCT
epaa-363	218	22	a	a	DET
epaa-363	218	23	vector	vector	NOUN
epaa-363	218	24	of	of	ADP
epaa-363	218	25	classroom	classroom	NOUN
epaa-363	218	26	means	mean	NOUN
epaa-363	218	27	of	of	ADP
epaa-363	218	28	those	those	DET
epaa-363	218	29	same	same	ADJ
epaa-363	218	30	background	background	NOUN
epaa-363	218	31	characteristics	characteristic	NOUN
epaa-363	218	32	weighted	weight	VERB
epaa-363	218	33	by	by	ADP
epaa-363	218	34	a	a	DET
epaa-363	218	35	second	second	ADJ
epaa-363	218	36	vector	vector	NOUN
epaa-363	218	37	of	of	ADP
epaa-363	218	38	coefficients	coefficient	NOUN
epaa-363	218	39	,	,	PUNCT
epaa-363	218	40	and	and	CCONJ
epaa-363	218	41	random	random	ADJ
epaa-363	218	42	error	error	NOUN
epaa-363	218	43	.	.	PUNCT
epaa-363	219	1	the	the	DET
epaa-363	219	2	coefficients	coefficient	NOUN
epaa-363	219	3	applied	apply	VERB
epaa-363	219	4	to	to	ADP
epaa-363	219	5	individual	individual	ADJ
epaa-363	219	6	characteristics	characteristic	NOUN
epaa-363	219	7	are	be	AUX
epaa-363	219	8	unaffected	unaffected	ADJ
epaa-363	219	9	by	by	ADP
epaa-363	219	10	classroom	classroom	NOUN
epaa-363	219	11	characteristics	characteristic	NOUN
epaa-363	219	12	.	.	PUNCT
epaa-363	220	1	(	(	PUNCT
epaa-363	220	2	that	that	PRON
epaa-363	220	3	is	is	ADV
epaa-363	220	4	,	,	PUNCT
epaa-363	220	5	there	there	PRON
epaa-363	220	6	are	be	VERB
epaa-363	220	7	no	no	DET
epaa-363	220	8	cross	cross	ADJ
epaa-363	220	9	-	-	ADJ
epaa-363	220	10	level	level	ADJ
epaa-363	220	11	interactions	interaction	NOUN
epaa-363	220	12	.	.	PUNCT
epaa-363	220	13	)	)	PUNCT
epaa-363	221	1	equivalently	equivalently	ADV
epaa-363	221	2	,	,	PUNCT
epaa-363	221	3	this	this	PRON
epaa-363	221	4	can	can	AUX
epaa-363	221	5	be	be	AUX
epaa-363	221	6	expressed	express	VERB
epaa-363	221	7	in	in	ADP
epaa-363	221	8	terms	term	NOUN
epaa-363	221	9	of	of	ADP
epaa-363	221	10	two	two	NUM
epaa-363	221	11	levels	level	NOUN
epaa-363	221	12	as	as	SCONJ
epaa-363	221	13	follows	follow	VERB
epaa-363	221	14	:	:	PUNCT
epaa-363	221	15	in	in	ADP
epaa-363	221	16	other	other	ADJ
epaa-363	221	17	words	word	NOUN
epaa-363	221	18	,	,	PUNCT
epaa-363	221	19	the	the	DET
epaa-363	221	20	intercept	intercept	NOUN
epaa-363	221	21	in	in	ADP
epaa-363	221	22	each	each	DET
epaa-363	221	23	classroom	classroom	NOUN
epaa-363	221	24	is	be	AUX
epaa-363	221	25	the	the	DET
epaa-363	221	26	sum	sum	NOUN
epaa-363	221	27	of	of	ADP
epaa-363	221	28	the	the	DET
epaa-363	221	29	overall	overall	ADJ
epaa-363	221	30	intercept	intercept	NOUN
epaa-363	221	31	and	and	CCONJ
epaa-363	221	32	the	the	DET
epaa-363	221	33	sums	sum	NOUN
epaa-363	221	34	of	of	ADP
epaa-363	221	35	the	the	DET
epaa-363	221	36	classroom	classroom	NOUN
epaa-363	221	37	aggregate	aggregate	NOUN
epaa-363	221	38	variables	variable	NOUN
epaa-363	221	39	weighted	weight	VERB
epaa-363	221	40	by	by	ADP
epaa-363	221	41	the	the	DET
epaa-363	221	42	classroom	classroom	NOUN
epaa-363	221	43	-	-	PUNCT
epaa-363	221	44	level	level	NOUN
epaa-363	221	45	regression	regression	NOUN
epaa-363	221	46	coefficients	coefficient	NOUN
epaa-363	221	47	,	,	PUNCT
epaa-363	221	48	plus	plus	CCONJ
epaa-363	221	49	error	error	NOUN
epaa-363	221	50	.	.	PUNCT
epaa-363	222	1	the	the	DET
epaa-363	222	2	score	score	NOUN
epaa-363	222	3	of	of	ADP
epaa-363	222	4	each	each	DET
epaa-363	222	5	individual	individual	ADJ
epaa-363	222	6	student	student	NOUN
epaa-363	222	7	is	be	AUX
epaa-363	222	8	then	then	ADV
epaa-363	222	9	the	the	DET
epaa-363	222	10	sum	sum	NOUN
epaa-363	222	11	of	of	ADP
epaa-363	222	12	that	that	DET
epaa-363	222	13	student	student	NOUN
epaa-363	222	14	's	's	PART
epaa-363	222	15	classroom	classroom	NOUN
epaa-363	222	16	intercept	intercept	NOUN
epaa-363	222	17	and	and	CCONJ
epaa-363	222	18	the	the	DET
epaa-363	222	19	sum	sum	NOUN
epaa-363	222	20	of	of	ADP
epaa-363	222	21	the	the	DET
epaa-363	222	22	student	student	NOUN
epaa-363	222	23	-	-	PUNCT
epaa-363	222	24	level	level	NOUN
epaa-363	222	25	background	background	NOUN
epaa-363	222	26	variables	variable	NOUN
epaa-363	222	27	weighted	weight	VERB
epaa-363	222	28	by	by	ADP
epaa-363	222	29	the	the	DET
epaa-363	222	30	student	student	NOUN
epaa-363	222	31	-	-	PUNCT
epaa-363	222	32	level	level	NOUN
epaa-363	222	33	regression	regression	NOUN
epaa-363	222	34	coefficients	coefficient	NOUN
epaa-363	222	35	,	,	PUNCT
epaa-363	222	36	plus	plus	CCONJ
epaa-363	222	37	error	error	NOUN
epaa-363	222	38	.	.	PUNCT
epaa-363	223	1	preliminary	preliminary	ADJ
epaa-363	223	2	analysis	analysis	NOUN
epaa-363	223	3	indicated	indicate	VERB
epaa-363	223	4	that	that	SCONJ
epaa-363	223	5	little	little	ADJ
epaa-363	223	6	would	would	AUX
epaa-363	223	7	be	be	AUX
epaa-363	223	8	gained	gain	VERB
epaa-363	223	9	by	by	ADP
epaa-363	223	10	allowing	allow	VERB
epaa-363	223	11	the	the	DET
epaa-363	223	12	within	within	ADP
epaa-363	223	13	-	-	PUNCT
epaa-363	223	14	classroom	classroom	NOUN
epaa-363	223	15	slopes	slope	NOUN
epaa-363	223	16	to	to	PART
epaa-363	223	17	vary	vary	VERB
epaa-363	223	18	randomly	randomly	ADV
epaa-363	223	19	or	or	CCONJ
epaa-363	223	20	by	by	ADP
epaa-363	223	21	modeling	model	VERB
epaa-363	223	22	their	their	PRON
epaa-363	223	23	variation	variation	NOUN
epaa-363	223	24	.	.	PUNCT
epaa-363	224	1	these	these	DET
epaa-363	224	2	models	model	NOUN
epaa-363	224	3	center	center	VERB
epaa-363	224	4	observations	observation	NOUN
epaa-363	224	5	around	around	ADP
epaa-363	224	6	classroom	classroom	NOUN
epaa-363	224	7	means	mean	NOUN
epaa-363	224	8	.	.	PUNCT
epaa-363	225	1	without	without	ADP
epaa-363	225	2	group	group	NOUN
epaa-363	225	3	-	-	PUNCT
epaa-363	225	4	mean	mean	NOUN
epaa-363	225	5	centering	centering	NOUN
epaa-363	225	6	,	,	PUNCT
epaa-363	225	7	the	the	DET
epaa-363	225	8	predictor	predictor	NOUN
epaa-363	225	9	variance	variance	NOUN
epaa-363	225	10	within	within	ADP
epaa-363	225	11	and	and	CCONJ
epaa-363	225	12	between	between	ADP
epaa-363	225	13	classrooms	classroom	NOUN
epaa-363	225	14	would	would	AUX
epaa-363	225	15	be	be	AUX
epaa-363	225	16	confounded	confound	VERB
epaa-363	225	17	.	.	PUNCT
epaa-363	226	1	centering	center	VERB
epaa-363	226	2	eliminates	eliminate	NOUN
epaa-363	226	3	confounding	confound	VERB
epaa-363	226	4	of	of	ADP
epaa-363	226	5	the	the	DET
epaa-363	226	6	predictor	predictor	NOUN
epaa-363	226	7	variance	variance	NOUN
epaa-363	226	8	between	between	ADP
epaa-363	226	9	and	and	CCONJ
epaa-363	226	10	within	within	ADP
epaa-363	226	11	classrooms	classroom	NOUN
epaa-363	226	12	.	.	PUNCT
epaa-363	227	1	centering	center	VERB
epaa-363	227	2	also	also	ADV
epaa-363	227	3	makes	make	VERB
epaa-363	227	4	the	the	DET
epaa-363	227	5	model	model	NOUN
epaa-363	227	6	's	's	PART
epaa-363	227	7	coefficients	coefficient	NOUN
epaa-363	227	8	straightforward	straightforward	ADJ
epaa-363	227	9	estimates	estimate	NOUN
epaa-363	227	10	of	of	ADP
epaa-363	227	11	the	the	DET
epaa-363	227	12	within	within	NOUN
epaa-363	227	13	-	-	PUNCT
epaa-363	227	14	classroom	classroom	NOUN
epaa-363	227	15	and	and	CCONJ
epaa-363	227	16	between	between	ADP
epaa-363	227	17	-	-	PUNCT
epaa-363	227	18	classroom	classroom	NOUN
epaa-363	227	19	effects	effect	NOUN
epaa-363	227	20	(	(	PUNCT
epaa-363	227	21	e.g.	e.g.	ADV
epaa-363	227	22	,	,	PUNCT
epaa-363	227	23	bryk	bryk	NOUN
epaa-363	227	24	and	and	CCONJ
epaa-363	227	25	raudenbush	raudenbush	NOUN
epaa-363	227	26	,	,	PUNCT
epaa-363	227	27	1992	1992	NUM
epaa-363	227	28	)	)	PUNCT
epaa-363	227	29	.	.	PUNCT
epaa-363	228	1	we	we	PRON
epaa-363	228	2	began	begin	VERB
epaa-363	228	3	with	with	ADP
epaa-363	228	4	the	the	DET
epaa-363	228	5	assumption	assumption	NOUN
epaa-363	228	6	that	that	SCONJ
epaa-363	228	7	all	all	DET
epaa-363	228	8	variables	variable	NOUN
epaa-363	228	9	that	that	PRON
epaa-363	228	10	survived	survive	VERB
epaa-363	228	11	screening	screen	VERB
epaa-363	228	12	by	by	ADP
epaa-363	228	13	eda	eda	PROPN
epaa-363	228	14	would	would	AUX
epaa-363	228	15	be	be	AUX
epaa-363	228	16	included	include	VERB
epaa-363	228	17	in	in	ADP
epaa-363	228	18	the	the	DET
epaa-363	228	19	models	model	NOUN
epaa-363	228	20	.	.	PUNCT
epaa-363	229	1	including	include	VERB
epaa-363	229	2	some	some	PRON
epaa-363	229	3	that	that	PRON
epaa-363	229	4	survived	survive	VERB
epaa-363	229	5	the	the	DET
epaa-363	229	6	eda	eda	PROPN
epaa-363	229	7	,	,	PUNCT
epaa-363	229	8	however	however	ADV
epaa-363	229	9	,	,	PUNCT
epaa-363	229	10	resulted	result	VERB
epaa-363	229	11	in	in	ADP
epaa-363	229	12	numerous	numerous	ADJ
epaa-363	229	13	small	small	ADJ
epaa-363	229	14	and	and	CCONJ
epaa-363	229	15	statistically	statistically	ADV
epaa-363	229	16	non	non	ADJ
epaa-363	229	17	-	-	ADJ
epaa-363	229	18	significant	significant	ADJ
epaa-363	229	19	parameter	parameter	NOUN
epaa-363	229	20	estimates	estimate	NOUN
epaa-363	229	21	.	.	PUNCT
epaa-363	230	1	we	we	PRON
epaa-363	230	2	therefore	therefore	ADV
epaa-363	230	3	constructed	construct	VERB
epaa-363	230	4	models	model	NOUN
epaa-363	230	5	based	base	VERB
epaa-363	230	6	on	on	ADP
epaa-363	230	7	what	what	PRON
epaa-363	230	8	could	could	AUX
epaa-363	230	9	be	be	AUX
epaa-363	230	10	called	call	VERB
epaa-363	230	11	a	a	DET
epaa-363	230	12	‘	'	PUNCT
epaa-363	230	13	judgmental	judgmental	ADJ
epaa-363	230	14	stepwise	stepwise	NOUN
epaa-363	230	15	'	'	PUNCT
epaa-363	230	16	procedure	procedure	NOUN
epaa-363	230	17	,	,	PUNCT
epaa-363	230	18	in	in	ADP
epaa-363	230	19	which	which	PRON
epaa-363	230	20	we	we	PRON
epaa-363	230	21	began	begin	VERB
epaa-363	230	22	with	with	ADP
epaa-363	230	23	a	a	DET
epaa-363	230	24	null	null	ADJ
epaa-363	230	25	model	model	NOUN
epaa-363	230	26	(	(	PUNCT
epaa-363	230	27	i.e.	i.e.	X
epaa-363	230	28	,	,	PUNCT
epaa-363	230	29	a	a	DET
epaa-363	230	30	model	model	NOUN
epaa-363	230	31	including	include	VERB
epaa-363	230	32	nothing	nothing	PRON
epaa-363	230	33	but	but	SCONJ
epaa-363	230	34	an	an	DET
epaa-363	230	35	intercept	intercept	NOUN
epaa-363	230	36	)	)	PUNCT
epaa-363	230	37	,	,	PUNCT
epaa-363	230	38	built	build	VERB
epaa-363	230	39	up	up	ADP
epaa-363	230	40	to	to	ADP
epaa-363	230	41	a	a	DET
epaa-363	230	42	more	more	ADV
epaa-363	230	43	complex	complex	ADJ
epaa-363	230	44	model	model	NOUN
epaa-363	230	45	,	,	PUNCT
epaa-363	230	46	and	and	CCONJ
epaa-363	230	47	then	then	ADV
epaa-363	230	48	pared	pare	VERB
epaa-363	230	49	back	back	ADV
epaa-363	230	50	to	to	ADP
epaa-363	230	51	a	a	DET
epaa-363	230	52	more	more	ADV
epaa-363	230	53	parsimonious	parsimonious	ADJ
epaa-363	230	54	model	model	NOUN
epaa-363	230	55	based	base	VERB
epaa-363	230	56	on	on	ADP
epaa-363	230	57	the	the	DET
epaa-363	230	58	size	size	NOUN
epaa-363	230	59	and	and	CCONJ
epaa-363	230	60	significance	significance	NOUN
epaa-363	230	61	of	of	ADP
epaa-363	230	62	coefficients.(note	coefficients.(note	NOUN
epaa-363	230	63	3	3	NUM
epaa-363	230	64	)	)	PUNCT
epaa-363	230	65	in	in	ADP
epaa-363	230	66	general	general	ADJ
epaa-363	230	67	,	,	PUNCT
epaa-363	230	68	we	we	PRON
epaa-363	230	69	opted	opt	VERB
epaa-363	230	70	to	to	PART
epaa-363	230	71	include	include	VERB
epaa-363	230	72	variables	variable	NOUN
epaa-363	230	73	that	that	PRON
epaa-363	230	74	were	be	AUX
epaa-363	230	75	only	only	ADV
epaa-363	230	76	marginally	marginally	ADV
epaa-363	230	77	significant	significant	ADJ
epaa-363	230	78	or	or	CCONJ
epaa-363	230	79	that	that	PRON
epaa-363	230	80	failed	fail	VERB
epaa-363	230	81	to	to	PART
epaa-363	230	82	reach	reach	VERB
epaa-363	230	83	significance	significance	NOUN
epaa-363	230	84	by	by	ADP
epaa-363	230	85	a	a	DET
epaa-363	230	86	modest	modest	ADJ
epaa-363	230	87	amount	amount	NOUN
epaa-363	230	88	,	,	PUNCT
epaa-363	230	89	leaving	leave	VERB
epaa-363	230	90	it	it	PRON
epaa-363	230	91	to	to	ADP
epaa-363	230	92	the	the	DET
epaa-363	230	93	reader	reader	NOUN
epaa-363	230	94	to	to	PART
epaa-363	230	95	discount	discount	VERB
epaa-363	230	96	them	they	PRON
epaa-363	230	97	,	,	PUNCT
epaa-363	230	98	provided	provide	VERB
epaa-363	230	99	that	that	SCONJ
epaa-363	230	100	their	their	PRON
epaa-363	230	101	inclusion	inclusion	NOUN
epaa-363	230	102	did	do	AUX
epaa-363	230	103	not	not	PART
epaa-363	230	104	markedly	markedly	ADV
epaa-363	230	105	change	change	VERB
epaa-363	230	106	the	the	DET
epaa-363	230	107	coefficients	coefficient	NOUN
epaa-363	230	108	of	of	ADP
epaa-363	230	109	other	other	ADJ
epaa-363	230	110	variables	variable	NOUN
epaa-363	230	111	.	.	PUNCT
epaa-363	231	1	in	in	ADP
epaa-363	231	2	addition	addition	NOUN
epaa-363	231	3	,	,	PUNCT
epaa-363	231	4	because	because	SCONJ
epaa-363	231	5	our	our	PRON
epaa-363	231	6	classroom	classroom	NOUN
epaa-363	231	7	-	-	PUNCT
epaa-363	231	8	level	level	NOUN
epaa-363	231	9	variables	variable	NOUN
epaa-363	231	10	are	be	AUX
epaa-363	231	11	aggregates	aggregate	NOUN
epaa-363	231	12	of	of	ADP
epaa-363	231	13	student	student	NOUN
epaa-363	231	14	-	-	PUNCT
epaa-363	231	15	level	level	NOUN
epaa-363	231	16	14	14	NUM
epaa-363	231	17	of	of	ADP
epaa-363	231	18	28	28	NUM
epaa-363	231	19	variables	variable	NOUN
epaa-363	231	20	,	,	PUNCT
epaa-363	231	21	we	we	PRON
epaa-363	231	22	included	include	VERB
epaa-363	231	23	at	at	ADP
epaa-363	231	24	both	both	DET
epaa-363	231	25	levels	level	NOUN
epaa-363	231	26	any	any	DET
epaa-363	231	27	variable	variable	NOUN
epaa-363	231	28	that	that	PRON
epaa-363	231	29	was	be	AUX
epaa-363	231	30	significant	significant	ADJ
epaa-363	231	31	at	at	ADP
epaa-363	231	32	either	either	DET
epaa-363	231	33	level	level	NOUN
epaa-363	231	34	.	.	PUNCT
epaa-363	232	1	the	the	DET
epaa-363	232	2	statistics	statistic	NOUN
epaa-363	232	3	normally	normally	ADV
epaa-363	232	4	reported	report	VERB
epaa-363	232	5	from	from	ADP
epaa-363	232	6	hierarchical	hierarchical	ADJ
epaa-363	232	7	models	model	NOUN
epaa-363	232	8	—	—	PUNCT
epaa-363	232	9	intercepts	intercept	NOUN
epaa-363	232	10	and	and	CCONJ
epaa-363	232	11	regression	regression	NOUN
epaa-363	232	12	coefficients	coefficient	NOUN
epaa-363	232	13	at	at	ADP
epaa-363	232	14	each	each	DET
epaa-363	232	15	level	level	NOUN
epaa-363	232	16	of	of	ADP
epaa-363	232	17	aggregation	aggregation	NOUN
epaa-363	232	18	—	—	PUNCT
epaa-363	232	19	are	be	AUX
epaa-363	232	20	sufficient	sufficient	ADJ
epaa-363	232	21	for	for	ADP
epaa-363	232	22	predicting	predict	VERB
epaa-363	232	23	means	mean	NOUN
epaa-363	232	24	but	but	CCONJ
epaa-363	232	25	not	not	PART
epaa-363	232	26	for	for	ADP
epaa-363	232	27	comparing	compare	VERB
epaa-363	232	28	variance	variance	NOUN
epaa-363	232	29	of	of	ADP
epaa-363	232	30	performance	performance	NOUN
epaa-363	232	31	across	across	ADP
epaa-363	232	32	countries	country	NOUN
epaa-363	232	33	.	.	PUNCT
epaa-363	233	1	for	for	ADP
epaa-363	233	2	example	example	NOUN
epaa-363	233	3	,	,	PUNCT
epaa-363	233	4	at	at	ADP
epaa-363	233	5	the	the	DET
epaa-363	233	6	classroom	classroom	NOUN
epaa-363	233	7	level	level	NOUN
epaa-363	233	8	,	,	PUNCT
epaa-363	233	9	the	the	DET
epaa-363	233	10	estimated	estimate	VERB
epaa-363	233	11	effect	effect	NOUN
epaa-363	233	12	of	of	ADP
epaa-363	233	13	the	the	DET
epaa-363	233	14	proportion	proportion	NOUN
epaa-363	233	15	of	of	ADP
epaa-363	233	16	students	student	NOUN
epaa-363	233	17	living	live	VERB
epaa-363	233	18	with	with	ADP
epaa-363	233	19	their	their	PRON
epaa-363	233	20	fathers	father	NOUN
epaa-363	233	21	indicates	indicate	VERB
epaa-363	233	22	how	how	SCONJ
epaa-363	233	23	much	much	ADJ
epaa-363	233	24	,	,	PUNCT
epaa-363	233	25	on	on	ADP
epaa-363	233	26	average	average	ADJ
epaa-363	233	27	,	,	PUNCT
epaa-363	233	28	the	the	DET
epaa-363	233	29	classroom	classroom	NOUN
epaa-363	233	30	mean	mean	VERB
epaa-363	233	31	score	score	NOUN
epaa-363	233	32	would	would	AUX
epaa-363	233	33	increase	increase	VERB
epaa-363	233	34	if	if	SCONJ
epaa-363	233	35	the	the	DET
epaa-363	233	36	proportion	proportion	NOUN
epaa-363	233	37	increased	increase	VERB
epaa-363	233	38	from	from	ADP
epaa-363	233	39	0	0	NUM
epaa-363	233	40	to	to	ADP
epaa-363	233	41	1	1	NUM
epaa-363	233	42	,	,	PUNCT
epaa-363	233	43	but	but	CCONJ
epaa-363	233	44	it	it	PRON
epaa-363	233	45	does	do	AUX
epaa-363	233	46	not	not	PART
epaa-363	233	47	indicate	indicate	VERB
epaa-363	233	48	how	how	SCONJ
epaa-363	233	49	much	much	ADJ
epaa-363	233	50	of	of	ADP
epaa-363	233	51	the	the	DET
epaa-363	233	52	variability	variability	NOUN
epaa-363	233	53	among	among	ADP
epaa-363	233	54	classroom	classroom	NOUN
epaa-363	233	55	mean	mean	NOUN
epaa-363	233	56	scores	score	NOUN
epaa-363	233	57	is	be	AUX
epaa-363	233	58	attributable	attributable	ADJ
epaa-363	233	59	to	to	ADP
epaa-363	233	60	this	this	DET
epaa-363	233	61	factor	factor	NOUN
epaa-363	233	62	.	.	PUNCT
epaa-363	234	1	therefore	therefore	ADV
epaa-363	234	2	,	,	PUNCT
epaa-363	234	3	we	we	PRON
epaa-363	234	4	also	also	ADV
epaa-363	234	5	present	present	VERB
epaa-363	234	6	a	a	DET
epaa-363	234	7	summary	summary	NOUN
epaa-363	234	8	of	of	ADP
epaa-363	234	9	the	the	DET
epaa-363	234	10	variance	variance	NOUN
epaa-363	234	11	accounted	account	VERB
epaa-363	234	12	for	for	ADP
epaa-363	234	13	by	by	ADP
epaa-363	234	14	the	the	DET
epaa-363	234	15	predictors	predictor	NOUN
epaa-363	234	16	at	at	ADP
epaa-363	234	17	each	each	DET
epaa-363	234	18	level	level	NOUN
epaa-363	234	19	,	,	PUNCT
epaa-363	234	20	expressed	express	VERB
epaa-363	234	21	as	as	ADP
epaa-363	234	22	the	the	DET
epaa-363	234	23	absolute	absolute	ADJ
epaa-363	234	24	value	value	NOUN
epaa-363	234	25	of	of	ADP
epaa-363	234	26	the	the	DET
epaa-363	234	27	predicted	predict	VERB
epaa-363	234	28	variance	variance	NOUN
epaa-363	234	29	,	,	PUNCT
epaa-363	234	30	the	the	DET
epaa-363	234	31	percentage	percentage	NOUN
epaa-363	234	32	of	of	ADP
epaa-363	234	33	variance	variance	NOUN
epaa-363	234	34	predicted	predict	VERB
epaa-363	234	35	within	within	ADP
epaa-363	234	36	level	level	NOUN
epaa-363	234	37	,	,	PUNCT
epaa-363	234	38	and	and	CCONJ
epaa-363	234	39	the	the	DET
epaa-363	234	40	percentage	percentage	NOUN
epaa-363	234	41	of	of	ADP
epaa-363	234	42	total	total	ADJ
epaa-363	234	43	variance	variance	NOUN
epaa-363	234	44	predicted	predict	VERB
epaa-363	234	45	.	.	PUNCT
epaa-363	235	1	decomposing	decompose	VERB
epaa-363	235	2	performance	performance	NOUN
epaa-363	235	3	variation	variation	NOUN
epaa-363	235	4	we	we	PRON
epaa-363	235	5	first	first	ADV
epaa-363	235	6	give	give	VERB
epaa-363	235	7	a	a	DET
epaa-363	235	8	detailed	detailed	ADJ
epaa-363	235	9	discussion	discussion	NOUN
epaa-363	235	10	of	of	ADP
epaa-363	235	11	the	the	DET
epaa-363	235	12	models	model	NOUN
epaa-363	235	13	for	for	ADP
epaa-363	235	14	the	the	DET
epaa-363	235	15	us	us	PROPN
epaa-363	235	16	.	.	PUNCT
epaa-363	236	1	this	this	DET
epaa-363	236	2	discussion	discussion	NOUN
epaa-363	236	3	serves	serve	VERB
epaa-363	236	4	as	as	ADP
epaa-363	236	5	a	a	DET
epaa-363	236	6	template	template	NOUN
epaa-363	236	7	for	for	ADP
epaa-363	236	8	evaluating	evaluate	VERB
epaa-363	236	9	the	the	DET
epaa-363	236	10	results	result	NOUN
epaa-363	236	11	of	of	ADP
epaa-363	236	12	the	the	DET
epaa-363	236	13	other	other	ADJ
epaa-363	236	14	models	model	NOUN
epaa-363	236	15	.	.	PUNCT
epaa-363	237	1	we	we	PRON
epaa-363	237	2	then	then	ADV
epaa-363	237	3	compare	compare	VERB
epaa-363	237	4	the	the	DET
epaa-363	237	5	results	result	NOUN
epaa-363	237	6	from	from	ADP
epaa-363	237	7	the	the	DET
epaa-363	237	8	four	four	NUM
epaa-363	237	9	countries	country	NOUN
epaa-363	237	10	.	.	PUNCT
epaa-363	238	1	the	the	DET
epaa-363	238	2	final	final	ADJ
epaa-363	238	3	two	two	NUM
epaa-363	238	4	-	-	PUNCT
epaa-363	238	5	level	level	NOUN
epaa-363	238	6	model	model	NOUN
epaa-363	238	7	of	of	ADP
epaa-363	238	8	mathematics	mathematics	NOUN
epaa-363	238	9	scores	score	NOUN
epaa-363	238	10	in	in	ADP
epaa-363	238	11	the	the	DET
epaa-363	238	12	us	us	PROPN
epaa-363	238	13	contained	contain	VERB
epaa-363	238	14	only	only	ADV
epaa-363	238	15	five	five	NUM
epaa-363	238	16	variables	variable	NOUN
epaa-363	238	17	at	at	ADP
epaa-363	238	18	each	each	DET
epaa-363	238	19	level	level	NOUN
epaa-363	238	20	:	:	PUNCT
epaa-363	238	21	the	the	DET
epaa-363	238	22	number	number	NOUN
epaa-363	238	23	of	of	ADP
epaa-363	238	24	books	book	NOUN
epaa-363	238	25	in	in	ADP
epaa-363	238	26	the	the	DET
epaa-363	238	27	home	home	NOUN
epaa-363	238	28	,	,	PUNCT
epaa-363	238	29	the	the	DET
epaa-363	238	30	presence	presence	NOUN
epaa-363	238	31	of	of	ADP
epaa-363	238	32	a	a	DET
epaa-363	238	33	computer	computer	NOUN
epaa-363	238	34	in	in	ADP
epaa-363	238	35	the	the	DET
epaa-363	238	36	home	home	NOUN
epaa-363	238	37	,	,	PUNCT
epaa-363	238	38	the	the	DET
epaa-363	238	39	presence	presence	NOUN
epaa-363	238	40	of	of	ADP
epaa-363	238	41	the	the	DET
epaa-363	238	42	father	father	NOUN
epaa-363	238	43	in	in	ADP
epaa-363	238	44	the	the	DET
epaa-363	238	45	home	home	NOUN
epaa-363	238	46	,	,	PUNCT
epaa-363	238	47	the	the	DET
epaa-363	238	48	academic	academic	ADJ
epaa-363	238	49	press	press	NOUN
epaa-363	238	50	variable	variable	NOUN
epaa-363	238	51	,	,	PUNCT
epaa-363	238	52	and	and	CCONJ
epaa-363	238	53	student	student	NOUN
epaa-363	238	54	age	age	NOUN
epaa-363	238	55	.	.	PUNCT
epaa-363	239	1	the	the	DET
epaa-363	239	2	square	square	NOUN
epaa-363	239	3	of	of	ADP
epaa-363	239	4	age	age	NOUN
epaa-363	239	5	was	be	AUX
epaa-363	239	6	included	include	VERB
epaa-363	239	7	because	because	SCONJ
epaa-363	239	8	of	of	ADP
epaa-363	239	9	nonlinearities	nonlinearitie	NOUN
epaa-363	239	10	in	in	ADP
epaa-363	239	11	the	the	DET
epaa-363	239	12	relationships	relationship	NOUN
epaa-363	239	13	between	between	ADP
epaa-363	239	14	age	age	NOUN
epaa-363	239	15	and	and	CCONJ
epaa-363	239	16	scores	score	NOUN
epaa-363	239	17	that	that	PRON
epaa-363	239	18	became	become	VERB
epaa-363	239	19	apparent	apparent	ADJ
epaa-363	239	20	in	in	ADP
epaa-363	239	21	the	the	DET
epaa-363	239	22	exploratory	exploratory	ADJ
epaa-363	239	23	data	datum	NOUN
epaa-363	239	24	analysis	analysis	NOUN
epaa-363	239	25	.	.	PUNCT
epaa-363	240	1	each	each	PRON
epaa-363	240	2	of	of	ADP
epaa-363	240	3	these	these	DET
epaa-363	240	4	variables	variable	NOUN
epaa-363	240	5	was	be	AUX
epaa-363	240	6	at	at	ADP
epaa-363	240	7	least	least	ADJ
epaa-363	240	8	marginally	marginally	ADV
epaa-363	240	9	significant	significant	ADJ
epaa-363	240	10	at	at	ADP
epaa-363	240	11	one	one	NUM
epaa-363	240	12	of	of	ADP
epaa-363	240	13	the	the	DET
epaa-363	240	14	two	two	NUM
epaa-363	240	15	levels	level	NOUN
epaa-363	240	16	.	.	PUNCT
epaa-363	241	1	the	the	DET
epaa-363	241	2	importance	importance	NOUN
epaa-363	241	3	of	of	ADP
epaa-363	241	4	these	these	DET
epaa-363	241	5	predictors	predictor	NOUN
epaa-363	241	6	can	can	AUX
epaa-363	241	7	be	be	AUX
epaa-363	241	8	evaluated	evaluate	VERB
epaa-363	241	9	several	several	ADJ
epaa-363	241	10	ways	way	NOUN
epaa-363	241	11	.	.	PUNCT
epaa-363	242	1	one	one	PRON
epaa-363	242	2	can	can	AUX
epaa-363	242	3	look	look	VERB
epaa-363	242	4	at	at	ADP
epaa-363	242	5	the	the	DET
epaa-363	242	6	significance	significance	NOUN
epaa-363	242	7	and	and	CCONJ
epaa-363	242	8	impact	impact	NOUN
epaa-363	242	9	of	of	ADP
epaa-363	242	10	the	the	DET
epaa-363	242	11	individual	individual	ADJ
epaa-363	242	12	coefficients	coefficient	NOUN
epaa-363	242	13	within	within	ADP
epaa-363	242	14	each	each	DET
epaa-363	242	15	level	level	NOUN
epaa-363	242	16	,	,	PUNCT
epaa-363	242	17	the	the	DET
epaa-363	242	18	relative	relative	ADJ
epaa-363	242	19	significance	significance	NOUN
epaa-363	242	20	or	or	CCONJ
epaa-363	242	21	impact	impact	NOUN
epaa-363	242	22	of	of	ADP
epaa-363	242	23	the	the	DET
epaa-363	242	24	coefficients	coefficient	NOUN
epaa-363	242	25	across	across	ADP
epaa-363	242	26	levels	level	NOUN
epaa-363	242	27	,	,	PUNCT
epaa-363	242	28	and	and	CCONJ
epaa-363	242	29	the	the	DET
epaa-363	242	30	total	total	ADJ
epaa-363	242	31	predictive	predictive	ADJ
epaa-363	242	32	power	power	NOUN
epaa-363	242	33	of	of	ADP
epaa-363	242	34	the	the	DET
epaa-363	242	35	coefficients	coefficient	NOUN
epaa-363	242	36	at	at	ADP
epaa-363	242	37	each	each	DET
epaa-363	242	38	level	level	NOUN
epaa-363	242	39	.	.	PUNCT
epaa-363	243	1	these	these	DET
epaa-363	243	2	three	three	NUM
epaa-363	243	3	views	view	NOUN
epaa-363	243	4	are	be	AUX
epaa-363	243	5	each	each	PRON
epaa-363	243	6	described	describe	VERB
epaa-363	243	7	in	in	ADP
epaa-363	243	8	turn	turn	NOUN
epaa-363	243	9	.	.	PUNCT
epaa-363	244	1	within	within	ADP
epaa-363	244	2	classrooms	classroom	NOUN
epaa-363	244	3	in	in	ADP
epaa-363	244	4	the	the	DET
epaa-363	244	5	us	us	PROPN
epaa-363	244	6	,	,	PUNCT
epaa-363	244	7	the	the	DET
epaa-363	244	8	strongest	strong	ADJ
epaa-363	244	9	effects	effect	NOUN
epaa-363	244	10	were	be	AUX
epaa-363	244	11	those	those	PRON
epaa-363	244	12	of	of	ADP
epaa-363	244	13	the	the	DET
epaa-363	244	14	number	number	NOUN
epaa-363	244	15	of	of	ADP
epaa-363	244	16	books	book	NOUN
epaa-363	244	17	,	,	PUNCT
epaa-363	244	18	the	the	DET
epaa-363	244	19	academic	academic	ADJ
epaa-363	244	20	press	press	NOUN
epaa-363	244	21	variable	variable	NOUN
epaa-363	244	22	,	,	PUNCT
epaa-363	244	23	and	and	CCONJ
epaa-363	244	24	students	student	NOUN
epaa-363	244	25	'	'	PART
epaa-363	244	26	age	age	NOUN
epaa-363	244	27	(	(	PUNCT
epaa-363	244	28	table	table	NOUN
epaa-363	244	29	4	4	NUM
epaa-363	244	30	)	)	PUNCT
epaa-363	244	31	.	.	PUNCT
epaa-363	245	1	the	the	DET
epaa-363	245	2	effects	effect	NOUN
epaa-363	245	3	of	of	ADP
epaa-363	245	4	having	have	VERB
epaa-363	245	5	a	a	DET
epaa-363	245	6	computer	computer	NOUN
epaa-363	245	7	and	and	CCONJ
epaa-363	245	8	the	the	DET
epaa-363	245	9	father	father	NOUN
epaa-363	245	10	living	live	VERB
epaa-363	245	11	at	at	ADP
epaa-363	245	12	home	home	NOUN
epaa-363	245	13	were	be	AUX
epaa-363	245	14	both	both	CCONJ
epaa-363	245	15	smaller	small	ADJ
epaa-363	245	16	and	and	CCONJ
epaa-363	245	17	non	non	ADJ
epaa-363	245	18	-	-	ADJ
epaa-363	245	19	significant	significant	ADJ
epaa-363	245	20	.	.	PUNCT
epaa-363	246	1	comparisons	comparison	NOUN
epaa-363	246	2	of	of	ADP
epaa-363	246	3	these	these	DET
epaa-363	246	4	parameter	parameter	NOUN
epaa-363	246	5	estimates	estimate	NOUN
epaa-363	246	6	,	,	PUNCT
epaa-363	246	7	however	however	ADV
epaa-363	246	8	,	,	PUNCT
epaa-363	246	9	is	be	AUX
epaa-363	246	10	clouded	cloud	VERB
epaa-363	246	11	by	by	ADP
epaa-363	246	12	their	their	PRON
epaa-363	246	13	imprecision	imprecision	NOUN
epaa-363	246	14	.	.	PUNCT
epaa-363	247	1	confidence	confidence	NOUN
epaa-363	247	2	bands	band	NOUN
epaa-363	247	3	around	around	ADP
epaa-363	247	4	most	most	ADJ
epaa-363	247	5	of	of	ADP
epaa-363	247	6	these	these	DET
epaa-363	247	7	estimates	estimate	NOUN
epaa-363	247	8	were	be	AUX
epaa-363	247	9	wide	wide	ADJ
epaa-363	247	10	(	(	PUNCT
epaa-363	247	11	see	see	VERB
epaa-363	247	12	appendix	appendix	NOUN
epaa-363	247	13	b	b	NOUN
epaa-363	247	14	)	)	PUNCT
epaa-363	247	15	.	.	PUNCT
epaa-363	248	1	table	table	NOUN
epaa-363	248	2	4	4	NUM
epaa-363	248	3	two	two	NUM
epaa-363	248	4	-	-	PUNCT
epaa-363	248	5	level	level	NOUN
epaa-363	248	6	models	model	NOUN
epaa-363	248	7	of	of	ADP
epaa-363	248	8	mathematics	mathematics	PROPN
epaa-363	248	9	scores	score	NOUN
epaa-363	248	10	variable	variable	PROPN
epaa-363	248	11	united	united	PROPN
epaa-363	248	12	states	states	PROPN
epaa-363	248	13	france	france	PROPN
epaa-363	248	14	hong	hong	PROPN
epaa-363	248	15	kong	kong	PROPN
epaa-363	248	16	korea	korea	PROPN
epaa-363	248	17	intercept	intercept	PROPN
epaa-363	248	18	-351.7	-351.7	PROPN
epaa-363	248	19	592.6	592.6	NUM
epaa-363	249	1	-424.8	-424.8	VERB
epaa-363	249	2	27.9	27.9	NUM
epaa-363	249	3	within	within	ADP
epaa-363	249	4	class	class	NOUN
epaa-363	249	5	(	(	PUNCT
epaa-363	249	6	b	b	NOUN
epaa-363	249	7	)	)	PUNCT
epaa-363	249	8	number	number	NOUN
epaa-363	249	9	books	book	VERB
epaa-363	249	10	7.9	7.9	NUM
epaa-363	249	11	*	*	SYM
epaa-363	249	12	*	*	PUNCT
epaa-363	249	13	0.3	0.3	NUM
epaa-363	249	14	20.2	20.2	NUM
epaa-363	249	15	*	*	PUNCT
epaa-363	249	16	*	*	PUNCT
epaa-363	249	17	computer	computer	NOUN
epaa-363	249	18	present	present	VERB
epaa-363	249	19	4.4	4.4	NUM
epaa-363	249	20	-3.8	-3.8	PROPN
epaa-363	249	21	10.9	10.9	NUM
epaa-363	249	22	*	*	PUNCT
epaa-363	249	23	*	*	PROPN
epaa-363	249	24	father	father	PROPN
epaa-363	249	25	present	present	ADJ
epaa-363	249	26	1.7	1.7	NUM
epaa-363	249	27	8.9	8.9	NUM
epaa-363	249	28	*	*	SYM
epaa-363	249	29	-7.4	-7.4	DET
epaa-363	249	30	mother	mother	NOUN
epaa-363	249	31	's	's	PART
epaa-363	249	32	education	education	NOUN
epaa-363	249	33	4.6	4.6	NUM
epaa-363	249	34	father	father	NOUN
epaa-363	249	35	's	's	PART
epaa-363	249	36	education	education	NOUN
epaa-363	249	37	9.5	9.5	NUM
epaa-363	249	38	*	*	SYM
epaa-363	249	39	*	*	SYM
epaa-363	249	40	15	15	NUM
epaa-363	249	41	of	of	ADP
epaa-363	249	42	28	28	NUM
epaa-363	249	43	press	press	NOUN
epaa-363	249	44	9.6	9.6	NUM
epaa-363	249	45	*	*	SYM
epaa-363	249	46	*	*	PUNCT
epaa-363	249	47	8.6	8.6	NUM
epaa-363	249	48	*	*	SYM
epaa-363	249	49	10.3	10.3	NUM
epaa-363	249	50	*	*	PUNCT
epaa-363	249	51	*	*	PUNCT
epaa-363	250	1	36.2	36.2	NUM
epaa-363	250	2	*	*	NOUN
epaa-363	250	3	*	*	NOUN
epaa-363	250	4	age	age	NOUN
epaa-363	250	5	-14.4	-14.4	NOUN
epaa-363	250	6	*	*	PUNCT
epaa-363	250	7	*	*	PUNCT
epaa-363	250	8	-18.2	-18.2	PROPN
epaa-363	250	9	*	*	PROPN
epaa-363	250	10	*	*	PUNCT
epaa-363	250	11	-6.0	-6.0	PROPN
epaa-363	250	12	age	age	NOUN
epaa-363	250	13	2	2	NUM
epaa-363	250	14	-6.9	-6.9	PROPN
epaa-363	250	15	-0.6	-0.6	X
epaa-363	250	16	-14.8	-14.8	NOUN
epaa-363	250	17	*	*	PUNCT
epaa-363	250	18	*	*	VERB
epaa-363	250	19	born	bear	VERB
epaa-363	250	20	in	in	ADP
epaa-363	250	21	country	country	NOUN
epaa-363	250	22	-19.1	-19.1	PROPN
epaa-363	250	23	*	*	PUNCT
epaa-363	250	24	*	*	ADJ
epaa-363	250	25	between	between	ADP
epaa-363	250	26	-	-	PUNCT
epaa-363	250	27	class	class	NOUN
epaa-363	250	28	(	(	PUNCT
epaa-363	250	29	c	c	NOUN
epaa-363	250	30	)	)	PUNCT
epaa-363	250	31	m	m	VERB
epaa-363	250	32	books	book	VERB
epaa-363	250	33	45.5	45.5	NUM
epaa-363	250	34	*	*	NOUN
epaa-363	250	35	*	*	PUNCT
epaa-363	251	1	44.1	44.1	NUM
epaa-363	251	2	*	*	SYM
epaa-363	251	3	*	*	PROPN
epaa-363	251	4	16.2	16.2	NUM
epaa-363	251	5	*	*	PUNCT
epaa-363	251	6	m	m	PROPN
epaa-363	251	7	computer	computer	NOUN
epaa-363	251	8	37.2	37.2	NUM
epaa-363	251	9	*	*	NOUN
epaa-363	251	10	89.8	89.8	NUM
epaa-363	251	11	*	*	NOUN
epaa-363	251	12	44.5	44.5	NUM
epaa-363	251	13	*	*	PUNCT
epaa-363	251	14	*	*	PUNCT
epaa-363	251	15	m	m	PROPN
epaa-363	251	16	father	father	NOUN
epaa-363	251	17	present	present	ADJ
epaa-363	251	18	90.3	90.3	NUM
epaa-363	251	19	*	*	SYM
epaa-363	251	20	*	*	PUNCT
epaa-363	252	1	59.5	59.5	NUM
epaa-363	252	2	*	*	PUNCT
epaa-363	252	3	*	*	PUNCT
epaa-363	252	4	326.9	326.9	NUM
epaa-363	252	5	*	*	SYM
epaa-363	252	6	*	*	PUNCT
epaa-363	252	7	m	m	PROPN
epaa-363	252	8	mother	mother	NOUN
epaa-363	252	9	's	's	PART
epaa-363	252	10	education	education	NOUN
epaa-363	252	11	26.4	26.4	NUM
epaa-363	252	12	*	*	PUNCT
epaa-363	252	13	*	*	PUNCT
epaa-363	252	14	m	m	PROPN
epaa-363	252	15	father	father	NOUN
epaa-363	252	16	's	's	PART
epaa-363	252	17	education	education	NOUN
epaa-363	252	18	18.8	18.8	NUM
epaa-363	252	19	*	*	NOUN
epaa-363	252	20	*	*	PUNCT
epaa-363	252	21	m	m	PROPN
epaa-363	252	22	press	press	NOUN
epaa-363	252	23	43.2	43.2	NUM
epaa-363	252	24	*	*	NOUN
epaa-363	252	25	*	*	PUNCT
epaa-363	253	1	45.0	45.0	NUM
epaa-363	253	2	*	*	PUNCT
epaa-363	253	3	*	*	PUNCT
epaa-363	253	4	174.5	174.5	NUM
epaa-363	253	5	*	*	PUNCT
epaa-363	253	6	*	*	PUNCT
epaa-363	254	1	47.4	47.4	NUM
epaa-363	254	2	*	*	NOUN
epaa-363	254	3	*	*	PUNCT
epaa-363	254	4	m	m	VERB
epaa-363	254	5	age	age	NOUN
epaa-363	254	6	33.9	33.9	NUM
epaa-363	254	7	-23.0	-23.0	NUM
epaa-363	254	8	*	*	PROPN
epaa-363	254	9	20.5	20.5	NUM
epaa-363	254	10	m	m	NOUN
epaa-363	254	11	age	age	NOUN
epaa-363	254	12	2	2	NUM
epaa-363	254	13	-149.4	-149.4	PROPN
epaa-363	254	14	-23.3	-23.3	PUNCT
epaa-363	254	15	-26.2	-26.2	PROPN
epaa-363	254	16	*	*	PROPN
epaa-363	254	17	m	m	AUX
epaa-363	254	18	born	bear	VERB
epaa-363	254	19	in	in	ADP
epaa-363	254	20	country	country	NOUN
epaa-363	254	21	-44.7	-44.7	VERB
epaa-363	254	22	residual	residual	ADJ
epaa-363	254	23	variances	variance	NOUN
epaa-363	254	24	r	r	NOUN
epaa-363	254	25	2	2	NUM
epaa-363	254	26	(	(	PUNCT
epaa-363	254	27	within	within	ADP
epaa-363	254	28	)	)	PUNCT
epaa-363	254	29	4570.4	4570.4	NUM
epaa-363	254	30	4040.8	4040.8	NUM
epaa-363	254	31	5485.0	5485.0	NUM
epaa-363	254	32	9290.6	9290.6	NUM
epaa-363	254	33	t	t	NOUN
epaa-363	254	34	(	(	PUNCT
epaa-363	254	35	between	between	ADP
epaa-363	254	36	)	)	PUNCT
epaa-363	254	37	766.2	766.2	NUM
epaa-363	254	38	554.7	554.7	NUM
epaa-363	254	39	1406.2	1406.2	NUM
epaa-363	254	40	48.0	48.0	NUM
epaa-363	254	41	note	note	NOUN
epaa-363	254	42	.	.	PUNCT
epaa-363	255	1	all	all	DET
epaa-363	255	2	estimates	estimate	NOUN
epaa-363	255	3	of	of	ADP
epaa-363	255	4	significance	significance	NOUN
epaa-363	255	5	reflect	reflect	VERB
epaa-363	255	6	jackknifed	jackknifed	PROPN
epaa-363	255	7	estimates	estimate	NOUN
epaa-363	255	8	:	:	PUNCT
epaa-363	255	9	*	*	PUNCT
epaa-363	255	10	p<.05	p<.05	NOUN
epaa-363	255	11	*	*	PUNCT
epaa-363	255	12	*	*	PUNCT
epaa-363	255	13	p<.01	p<.01	VERB
epaa-363	255	14	the	the	DET
epaa-363	255	15	effects	effect	NOUN
epaa-363	255	16	of	of	ADP
epaa-363	255	17	these	these	DET
epaa-363	255	18	estimates	estimate	NOUN
epaa-363	255	19	can	can	AUX
epaa-363	255	20	be	be	AUX
epaa-363	255	21	compared	compare	VERB
epaa-363	255	22	to	to	ADP
epaa-363	255	23	the	the	DET
epaa-363	255	24	distribution	distribution	NOUN
epaa-363	255	25	of	of	ADP
epaa-363	255	26	scores	score	NOUN
epaa-363	255	27	to	to	PART
epaa-363	255	28	provide	provide	VERB
epaa-363	255	29	a	a	DET
epaa-363	255	30	concrete	concrete	ADJ
epaa-363	255	31	estimate	estimate	NOUN
epaa-363	255	32	of	of	ADP
epaa-363	255	33	their	their	PRON
epaa-363	255	34	size	size	NOUN
epaa-363	255	35	.	.	PUNCT
epaa-363	256	1	for	for	ADP
epaa-363	256	2	example	example	NOUN
epaa-363	256	3	,	,	PUNCT
epaa-363	256	4	in	in	ADP
epaa-363	256	5	the	the	DET
epaa-363	256	6	us	us	PROPN
epaa-363	256	7	,	,	PUNCT
epaa-363	256	8	the	the	DET
epaa-363	256	9	estimated	estimate	VERB
epaa-363	256	10	student	student	NOUN
epaa-363	256	11	-	-	PUNCT
epaa-363	256	12	level	level	NOUN
epaa-363	256	13	effect	effect	NOUN
epaa-363	256	14	of	of	ADP
epaa-363	256	15	the	the	DET
epaa-363	256	16	number	number	NOUN
epaa-363	256	17	of	of	ADP
epaa-363	256	18	books	book	NOUN
epaa-363	256	19	was	be	AUX
epaa-363	256	20	7.9	7.9	NUM
epaa-363	256	21	.	.	PUNCT
epaa-363	257	1	this	this	DET
epaa-363	257	2	variable	variable	NOUN
epaa-363	257	3	had	have	VERB
epaa-363	257	4	five	five	NUM
epaa-363	257	5	categories	category	NOUN
epaa-363	257	6	.	.	PUNCT
epaa-363	258	1	the	the	DET
epaa-363	258	2	model	model	NOUN
epaa-363	258	3	predicts	predict	VERB
epaa-363	258	4	that	that	SCONJ
epaa-363	258	5	holding	hold	VERB
epaa-363	258	6	constant	constant	ADJ
epaa-363	258	7	the	the	DET
epaa-363	258	8	other	other	ADJ
epaa-363	258	9	variables	variable	NOUN
epaa-363	258	10	,	,	PUNCT
epaa-363	258	11	the	the	DET
epaa-363	258	12	mean	mean	ADJ
epaa-363	258	13	difference	difference	NOUN
epaa-363	258	14	between	between	ADP
epaa-363	258	15	students	student	NOUN
epaa-363	258	16	in	in	ADP
epaa-363	258	17	the	the	DET
epaa-363	258	18	lowest	low	ADJ
epaa-363	258	19	and	and	CCONJ
epaa-363	258	20	highest	high	ADJ
epaa-363	258	21	categories	category	NOUN
epaa-363	258	22	would	would	AUX
epaa-363	258	23	be	be	AUX
epaa-363	258	24	32	32	NUM
epaa-363	258	25	points	point	NOUN
epaa-363	258	26	,	,	PUNCT
epaa-363	258	27	roughly	roughly	ADV
epaa-363	258	28	one	one	NUM
epaa-363	258	29	-	-	PUNCT
epaa-363	258	30	third	third	NOUN
epaa-363	258	31	of	of	ADP
epaa-363	258	32	the	the	DET
epaa-363	258	33	standard	standard	ADJ
epaa-363	258	34	deviation	deviation	NOUN
epaa-363	258	35	of	of	ADP
epaa-363	258	36	mathematics	mathematics	NOUN
epaa-363	258	37	scores	score	NOUN
epaa-363	258	38	,	,	PUNCT
epaa-363	258	39	which	which	PRON
epaa-363	258	40	was	be	AUX
epaa-363	258	41	89	89	NUM
epaa-363	258	42	points	point	NOUN
epaa-363	258	43	in	in	ADP
epaa-363	258	44	this	this	DET
epaa-363	258	45	subsample	subsample	NOUN
epaa-363	258	46	.	.	PUNCT
epaa-363	259	1	the	the	DET
epaa-363	259	2	press	press	NOUN
epaa-363	259	3	coefficient	coefficient	NOUN
epaa-363	259	4	was	be	AUX
epaa-363	259	5	larger	large	ADJ
epaa-363	259	6	,	,	PUNCT
epaa-363	259	7	but	but	CCONJ
epaa-363	259	8	most	most	ADJ
epaa-363	259	9	students	student	NOUN
epaa-363	259	10	were	be	AUX
epaa-363	259	11	concentrated	concentrate	VERB
epaa-363	259	12	within	within	ADP
epaa-363	259	13	two	two	NUM
epaa-363	259	14	categories	category	NOUN
epaa-363	259	15	of	of	ADP
epaa-363	259	16	either	either	PRON
epaa-363	259	17	of	of	ADP
epaa-363	259	18	the	the	DET
epaa-363	259	19	press	press	NOUN
epaa-363	259	20	variables	variable	NOUN
epaa-363	259	21	,	,	PUNCT
epaa-363	259	22	and	and	CCONJ
epaa-363	259	23	the	the	DET
epaa-363	259	24	effect	effect	NOUN
epaa-363	259	25	of	of	ADP
epaa-363	259	26	being	be	AUX
epaa-363	259	27	in	in	ADP
epaa-363	259	28	the	the	DET
epaa-363	259	29	higher	high	ADJ
epaa-363	259	30	of	of	ADP
epaa-363	259	31	these	these	DET
epaa-363	259	32	two	two	NUM
epaa-363	259	33	categories	category	NOUN
epaa-363	259	34	,	,	PUNCT
epaa-363	259	35	relative	relative	ADJ
epaa-363	259	36	to	to	ADP
epaa-363	259	37	the	the	DET
epaa-363	259	38	lower	low	ADJ
epaa-363	259	39	of	of	ADP
epaa-363	259	40	them	they	PRON
epaa-363	259	41	,	,	PUNCT
epaa-363	259	42	was	be	AUX
epaa-363	259	43	only	only	ADV
epaa-363	259	44	about	about	ADV
epaa-363	259	45	one	one	NUM
epaa-363	259	46	-	-	PUNCT
epaa-363	259	47	tenth	tenth	NOUN
epaa-363	259	48	of	of	ADP
epaa-363	259	49	a	a	DET
epaa-363	259	50	standard	standard	ADJ
epaa-363	259	51	deviation	deviation	NOUN
epaa-363	259	52	.	.	PUNCT
epaa-363	260	1	the	the	DET
epaa-363	260	2	age	age	NOUN
epaa-363	260	3	coefficient	coefficient	NOUN
epaa-363	260	4	was	be	AUX
epaa-363	260	5	significant	significant	ADJ
epaa-363	260	6	and	and	CCONJ
epaa-363	260	7	negative	negative	ADJ
epaa-363	260	8	,	,	PUNCT
epaa-363	260	9	suggesting	suggest	VERB
epaa-363	260	10	that	that	SCONJ
epaa-363	260	11	either	either	CCONJ
epaa-363	260	12	retention	retention	NOUN
epaa-363	260	13	or	or	CCONJ
epaa-363	260	14	late	late	ADJ
epaa-363	260	15	entry	entry	NOUN
epaa-363	260	16	of	of	ADP
epaa-363	260	17	slower	slow	ADJ
epaa-363	260	18	learners	learner	NOUN
epaa-363	260	19	have	have	VERB
epaa-363	260	20	a	a	DET
epaa-363	260	21	larger	large	ADJ
epaa-363	260	22	impact	impact	NOUN
epaa-363	260	23	than	than	ADP
epaa-363	260	24	maturational	maturational	ADJ
epaa-363	260	25	effects	effect	NOUN
epaa-363	260	26	.	.	PUNCT
epaa-363	261	1	at	at	ADP
epaa-363	261	2	first	first	ADJ
epaa-363	261	3	glance	glance	NOUN
epaa-363	261	4	,	,	PUNCT
epaa-363	261	5	the	the	DET
epaa-363	261	6	estimated	estimate	VERB
epaa-363	261	7	effects	effect	NOUN
epaa-363	261	8	at	at	ADP
epaa-363	261	9	the	the	DET
epaa-363	261	10	between	between	ADP
epaa-363	261	11	-	-	PUNCT
epaa-363	261	12	classroom	classroom	NOUN
epaa-363	261	13	level	level	NOUN
epaa-363	261	14	(	(	PUNCT
epaa-363	261	15	preceded	precede	VERB
epaa-363	261	16	by	by	ADP
epaa-363	261	17	an	an	DET
epaa-363	261	18	"	"	PUNCT
epaa-363	261	19	m	m	NOUN
epaa-363	261	20	,	,	PUNCT
epaa-363	261	21	"	"	PUNCT
epaa-363	261	22	for	for	ADP
epaa-363	261	23	"	"	PUNCT
epaa-363	261	24	mean	mean	VERB
epaa-363	261	25	,	,	PUNCT
epaa-363	261	26	"	"	PUNCT
epaa-363	261	27	in	in	ADP
epaa-363	261	28	all	all	DET
epaa-363	261	29	tables	table	NOUN
epaa-363	261	30	)	)	PUNCT
epaa-363	261	31	appear	appear	VERB
epaa-363	261	32	much	much	ADV
epaa-363	261	33	larger	large	ADJ
epaa-363	261	34	than	than	ADP
epaa-363	261	35	the	the	DET
epaa-363	261	36	coefficients	coefficient	NOUN
epaa-363	261	37	at	at	ADP
epaa-363	261	38	the	the	DET
epaa-363	261	39	within	within	ADP
epaa-363	261	40	-	-	PUNCT
epaa-363	261	41	classroom	classroom	NOUN
epaa-363	261	42	level	level	NOUN
epaa-363	261	43	.	.	PUNCT
epaa-363	262	1	however	however	ADV
epaa-363	262	2	,	,	PUNCT
epaa-363	262	3	the	the	DET
epaa-363	262	4	standard	standard	ADJ
epaa-363	262	5	errors	error	NOUN
epaa-363	262	6	of	of	ADP
epaa-363	262	7	the	the	DET
epaa-363	262	8	estimated	estimate	VERB
epaa-363	262	9	between	between	ADP
epaa-363	262	10	-	-	PUNCT
epaa-363	262	11	class	class	NOUN
epaa-363	262	12	coefficients	coefficient	NOUN
epaa-363	262	13	are	be	AUX
epaa-363	262	14	generally	generally	ADV
epaa-363	262	15	large	large	ADJ
epaa-363	262	16	,	,	PUNCT
epaa-363	262	17	and	and	CCONJ
epaa-363	262	18	the	the	DET
epaa-363	262	19	t	t	PROPN
epaa-363	262	20	statistics	statistic	NOUN
epaa-363	262	21	of	of	ADP
epaa-363	262	22	the	the	DET
epaa-363	262	23	between	between	ADP
epaa-363	262	24	-	-	PUNCT
epaa-363	262	25	class	class	NOUN
epaa-363	262	26	coefficients	coefficient	NOUN
epaa-363	262	27	are	be	AUX
epaa-363	262	28	on	on	ADP
epaa-363	262	29	average	average	ADJ
epaa-363	262	30	only	only	ADV
epaa-363	262	31	modestly	modestly	ADV
epaa-363	262	32	larger	large	ADJ
epaa-363	262	33	than	than	ADP
epaa-363	262	34	those	those	PRON
epaa-363	262	35	of	of	ADP
epaa-363	262	36	the	the	DET
epaa-363	262	37	within	within	ADJ
epaa-363	262	38	-	-	PUNCT
epaa-363	262	39	class	class	NOUN
epaa-363	262	40	estimates	estimate	NOUN
epaa-363	262	41	.	.	PUNCT
epaa-363	263	1	nonetheless	nonetheless	ADV
epaa-363	263	2	,	,	PUNCT
epaa-363	263	3	in	in	ADP
epaa-363	263	4	the	the	DET
epaa-363	263	5	us	us	PROPN
epaa-363	263	6	,	,	PUNCT
epaa-363	263	7	there	there	PRON
epaa-363	263	8	are	be	VERB
epaa-363	263	9	some	some	DET
epaa-363	263	10	striking	striking	ADJ
epaa-363	263	11	differences	difference	NOUN
epaa-363	263	12	between	between	ADP
epaa-363	263	13	the	the	DET
epaa-363	263	14	withinand	withinand	NOUN
epaa-363	263	15	between	between	ADP
epaa-363	263	16	-	-	PUNCT
epaa-363	263	17	class	class	NOUN
epaa-363	263	18	estimates	estimate	NOUN
epaa-363	263	19	.	.	PUNCT
epaa-363	264	1	the	the	DET
epaa-363	264	2	presence	presence	NOUN
epaa-363	264	3	of	of	ADP
epaa-363	264	4	the	the	DET
epaa-363	264	5	father	father	NOUN
epaa-363	264	6	in	in	ADP
epaa-363	264	7	the	the	DET
epaa-363	264	8	home	home	NOUN
epaa-363	264	9	had	have	VERB
epaa-363	264	10	a	a	DET
epaa-363	264	11	non	non	ADJ
epaa-363	264	12	-	-	ADJ
epaa-363	264	13	significant	significant	ADJ
epaa-363	264	14	and	and	CCONJ
epaa-363	264	15	near	near	ADV
epaa-363	264	16	-	-	PUNCT
epaa-363	264	17	zero	zero	NUM
epaa-363	264	18	relationship	relationship	NOUN
epaa-363	264	19	to	to	ADP
epaa-363	264	20	scores	score	NOUN
epaa-363	264	21	within	within	ADP
epaa-363	264	22	classrooms	classroom	NOUN
epaa-363	264	23	,	,	PUNCT
epaa-363	264	24	but	but	CCONJ
epaa-363	264	25	the	the	DET
epaa-363	264	26	percentage	percentage	NOUN
epaa-363	264	27	of	of	ADP
epaa-363	264	28	fathers	father	NOUN
epaa-363	264	29	in	in	ADP
epaa-363	264	30	the	the	DET
epaa-363	264	31	home	home	NOUN
epaa-363	264	32	showed	show	VERB
epaa-363	264	33	a	a	DET
epaa-363	264	34	substantial	substantial	ADJ
epaa-363	264	35	relationship	relationship	NOUN
epaa-363	264	36	to	to	PART
epaa-363	264	37	classroom	classroom	VERB
epaa-363	264	38	mean	mean	NOUN
epaa-363	264	39	scores	score	NOUN
epaa-363	264	40	.	.	PUNCT
epaa-363	265	1	on	on	ADP
epaa-363	265	2	average	average	ADJ
epaa-363	265	3	,	,	PUNCT
epaa-363	265	4	the	the	DET
epaa-363	265	5	estimated	estimate	VERB
epaa-363	265	6	within	within	ADP
epaa-363	265	7	-	-	PUNCT
epaa-363	265	8	classroom	classroom	NOUN
epaa-363	265	9	effect	effect	NOUN
epaa-363	265	10	of	of	ADP
epaa-363	265	11	having	have	VERB
epaa-363	265	12	the	the	DET
epaa-363	265	13	father	father	PROPN
epaa-363	265	14	present	present	VERB
epaa-363	265	15	16	16	NUM
epaa-363	265	16	of	of	ADP
epaa-363	265	17	28	28	NUM
epaa-363	265	18	was	be	AUX
epaa-363	265	19	less	less	ADJ
epaa-363	265	20	than	than	ADP
epaa-363	265	21	2	2	NUM
epaa-363	265	22	points	point	NOUN
epaa-363	265	23	,	,	PUNCT
epaa-363	265	24	roughly	roughly	ADV
epaa-363	265	25	2	2	NUM
epaa-363	265	26	percent	percent	NOUN
epaa-363	265	27	of	of	ADP
epaa-363	265	28	a	a	DET
epaa-363	265	29	standard	standard	ADJ
epaa-363	265	30	deviation	deviation	NOUN
epaa-363	265	31	.	.	PUNCT
epaa-363	266	1	classrooms	classroom	NOUN
epaa-363	266	2	in	in	ADP
epaa-363	266	3	our	our	PRON
epaa-363	266	4	grade	grade	NOUN
epaa-363	266	5	8	8	NUM
epaa-363	266	6	mathematics	mathematic	NOUN
epaa-363	266	7	model	model	NOUN
epaa-363	266	8	sample	sample	NOUN
epaa-363	266	9	ranged	range	VERB
epaa-363	266	10	from	from	ADP
epaa-363	266	11	15	15	NUM
epaa-363	266	12	to	to	PART
epaa-363	266	13	100	100	NUM
epaa-363	266	14	percent	percent	NOUN
epaa-363	266	15	of	of	ADP
epaa-363	266	16	fathers	father	NOUN
epaa-363	266	17	present	present	ADJ
epaa-363	266	18	.	.	PUNCT
epaa-363	267	1	holding	hold	VERB
epaa-363	267	2	other	other	ADJ
epaa-363	267	3	variables	variable	NOUN
epaa-363	267	4	constant	constant	ADJ
epaa-363	267	5	,	,	PUNCT
epaa-363	267	6	going	go	VERB
epaa-363	267	7	from	from	ADP
epaa-363	267	8	one	one	NUM
epaa-363	267	9	standard	standard	ADJ
epaa-363	267	10	deviation	deviation	NOUN
epaa-363	267	11	below	below	ADP
epaa-363	267	12	the	the	DET
epaa-363	267	13	mean	mean	NOUN
epaa-363	267	14	to	to	ADP
epaa-363	267	15	one	one	NUM
epaa-363	267	16	standard	standard	ADJ
epaa-363	267	17	deviation	deviation	NOUN
epaa-363	267	18	above	above	ADP
epaa-363	267	19	on	on	ADP
epaa-363	267	20	the	the	DET
epaa-363	267	21	scale	scale	NOUN
epaa-363	267	22	of	of	ADP
epaa-363	267	23	proportion	proportion	NOUN
epaa-363	267	24	of	of	ADP
epaa-363	267	25	fathers	father	NOUN
epaa-363	267	26	present	present	ADJ
epaa-363	267	27	(	(	PUNCT
epaa-363	267	28	from	from	ADP
epaa-363	267	29	.50	.50	NUM
epaa-363	267	30	to	to	ADP
epaa-363	267	31	.82	.82	NUM
epaa-363	267	32	)	)	PUNCT
epaa-363	267	33	would	would	AUX
epaa-363	267	34	predict	predict	VERB
epaa-363	267	35	an	an	DET
epaa-363	267	36	increase	increase	NOUN
epaa-363	267	37	in	in	ADP
epaa-363	267	38	mean	mean	ADJ
epaa-363	267	39	scores	score	NOUN
epaa-363	267	40	of	of	ADP
epaa-363	267	41	about	about	ADV
epaa-363	267	42	one	one	NUM
epaa-363	267	43	-	-	PUNCT
epaa-363	267	44	third	third	NOUN
epaa-363	267	45	of	of	ADP
epaa-363	267	46	a	a	DET
epaa-363	267	47	standard	standard	ADJ
epaa-363	267	48	deviation	deviation	NOUN
epaa-363	267	49	.	.	PUNCT
epaa-363	268	1	the	the	DET
epaa-363	268	2	difference	difference	NOUN
epaa-363	268	3	in	in	ADP
epaa-363	268	4	predictive	predictive	ADJ
epaa-363	268	5	power	power	NOUN
epaa-363	268	6	at	at	ADP
epaa-363	268	7	the	the	DET
epaa-363	268	8	withinand	withinand	NOUN
epaa-363	268	9	between	between	ADP
epaa-363	268	10	-	-	PUNCT
epaa-363	268	11	classroom	classroom	NOUN
epaa-363	268	12	levels	level	NOUN
epaa-363	268	13	in	in	ADP
epaa-363	268	14	the	the	DET
epaa-363	268	15	us	us	PROPN
epaa-363	268	16	becomes	become	VERB
epaa-363	268	17	clearer	clear	ADJ
epaa-363	268	18	if	if	SCONJ
epaa-363	268	19	one	one	PRON
epaa-363	268	20	compares	compare	VERB
epaa-363	268	21	the	the	DET
epaa-363	268	22	variance	variance	NOUN
epaa-363	268	23	accounted	account	VERB
epaa-363	268	24	for	for	ADP
epaa-363	268	25	by	by	ADP
epaa-363	268	26	variables	variable	NOUN
epaa-363	268	27	at	at	ADP
epaa-363	268	28	each	each	DET
epaa-363	268	29	level	level	NOUN
epaa-363	268	30	.	.	PUNCT
epaa-363	269	1	in	in	ADP
epaa-363	269	2	this	this	DET
epaa-363	269	3	model	model	NOUN
epaa-363	269	4	,	,	PUNCT
epaa-363	269	5	59	59	NUM
epaa-363	269	6	percent	percent	NOUN
epaa-363	269	7	of	of	ADP
epaa-363	269	8	the	the	DET
epaa-363	269	9	total	total	ADJ
epaa-363	269	10	variance	variance	NOUN
epaa-363	269	11	in	in	ADP
epaa-363	269	12	scores	score	NOUN
epaa-363	269	13	in	in	ADP
epaa-363	269	14	the	the	DET
epaa-363	269	15	us	us	PROPN
epaa-363	269	16	was	be	AUX
epaa-363	269	17	within	within	ADP
epaa-363	269	18	classrooms	classroom	NOUN
epaa-363	269	19	,	,	PUNCT
epaa-363	269	20	while	while	SCONJ
epaa-363	269	21	the	the	DET
epaa-363	269	22	remaining	remain	VERB
epaa-363	269	23	41	41	NUM
epaa-363	269	24	percent	percent	NOUN
epaa-363	269	25	was	be	AUX
epaa-363	269	26	between	between	ADP
epaa-363	269	27	classrooms	classroom	NOUN
epaa-363	269	28	(	(	PUNCT
epaa-363	269	29	table	table	NOUN
epaa-363	269	30	5	5	NUM
epaa-363	269	31	)	)	PUNCT
epaa-363	269	32	.	.	PUNCT
epaa-363	270	1	the	the	DET
epaa-363	270	2	five	five	NUM
epaa-363	270	3	variables	variable	NOUN
epaa-363	270	4	in	in	ADP
epaa-363	270	5	the	the	DET
epaa-363	270	6	model	model	NOUN
epaa-363	270	7	predicted	predict	VERB
epaa-363	270	8	about	about	ADV
epaa-363	270	9	77	77	NUM
epaa-363	270	10	percent	percent	NOUN
epaa-363	270	11	of	of	ADP
epaa-363	270	12	the	the	DET
epaa-363	270	13	between	between	ADP
epaa-363	270	14	-	-	PUNCT
epaa-363	270	15	classroom	classroom	NOUN
epaa-363	270	16	variance	variance	NOUN
epaa-363	270	17	but	but	CCONJ
epaa-363	270	18	only	only	ADV
epaa-363	270	19	4	4	NUM
epaa-363	270	20	percent	percent	NOUN
epaa-363	270	21	of	of	ADP
epaa-363	270	22	the	the	DET
epaa-363	270	23	within	within	NOUN
epaa-363	270	24	-	-	PUNCT
epaa-363	270	25	classroom	classroom	NOUN
epaa-363	270	26	variance	variance	NOUN
epaa-363	270	27	.	.	PUNCT
epaa-363	271	1	the	the	DET
epaa-363	271	2	predicted	predict	VERB
epaa-363	271	3	between	between	ADP
epaa-363	271	4	-	-	PUNCT
epaa-363	271	5	classroom	classroom	NOUN
epaa-363	271	6	variance	variance	NOUN
epaa-363	271	7	was	be	AUX
epaa-363	271	8	2,532	2,532	NUM
epaa-363	271	9	,	,	PUNCT
epaa-363	271	10	while	while	SCONJ
epaa-363	271	11	the	the	DET
epaa-363	271	12	predicted	predict	VERB
epaa-363	271	13	within	within	ADP
epaa-363	271	14	-	-	PUNCT
epaa-363	271	15	classroom	classroom	NOUN
epaa-363	271	16	variance	variance	NOUN
epaa-363	271	17	was	be	AUX
epaa-363	271	18	only	only	ADV
epaa-363	271	19	198	198	NUM
epaa-363	271	20	.	.	PUNCT
epaa-363	272	1	thus	thus	ADV
epaa-363	272	2	,	,	PUNCT
epaa-363	272	3	the	the	DET
epaa-363	272	4	five	five	NUM
epaa-363	272	5	between	between	ADP
epaa-363	272	6	-	-	PUNCT
epaa-363	272	7	classroom	classroom	NOUN
epaa-363	272	8	variables	variable	NOUN
epaa-363	272	9	accounted	account	VERB
epaa-363	272	10	for	for	ADP
epaa-363	272	11	31	31	NUM
epaa-363	272	12	percent	percent	NOUN
epaa-363	272	13	of	of	ADP
epaa-363	272	14	the	the	DET
epaa-363	272	15	total	total	ADJ
epaa-363	272	16	variance	variance	NOUN
epaa-363	272	17	of	of	ADP
epaa-363	272	18	mathematics	mathematics	NOUN
epaa-363	272	19	scores	score	NOUN
epaa-363	272	20	[	[	X
epaa-363	272	21	2532/(3299	2532/(3299	ADJ
epaa-363	272	22	+	+	NOUN
epaa-363	272	23	4769	4769	NUM
epaa-363	272	24	)	)	PUNCT
epaa-363	272	25	]	]	X
epaa-363	272	26	,	,	PUNCT
epaa-363	272	27	while	while	SCONJ
epaa-363	272	28	the	the	DET
epaa-363	272	29	five	five	NUM
epaa-363	272	30	within	within	ADP
epaa-363	272	31	-	-	PUNCT
epaa-363	272	32	classroom	classroom	NOUN
epaa-363	272	33	variables	variable	NOUN
epaa-363	272	34	accounted	account	VERB
epaa-363	272	35	for	for	ADP
epaa-363	272	36	only	only	ADV
epaa-363	272	37	2	2	NUM
epaa-363	272	38	percent	percent	NOUN
epaa-363	272	39	of	of	ADP
epaa-363	272	40	the	the	DET
epaa-363	272	41	total	total	ADJ
epaa-363	272	42	variance	variance	NOUN
epaa-363	272	43	.	.	PUNCT
epaa-363	273	1	table	table	NOUN
epaa-363	273	2	5	5	NUM
epaa-363	273	3	total	total	NOUN
epaa-363	273	4	and	and	CCONJ
epaa-363	273	5	predicted	predict	VERB
epaa-363	273	6	variance	variance	NOUN
epaa-363	273	7	in	in	ADP
epaa-363	273	8	mathematics	mathematics	NOUN
epaa-363	273	9	scores	score	NOUN
epaa-363	273	10	at	at	ADP
epaa-363	273	11	each	each	DET
epaa-363	273	12	level	level	NOUN
epaa-363	273	13	united	united	PROPN
epaa-363	273	14	states	states	PROPN
epaa-363	273	15	france	france	PROPN
epaa-363	273	16	hong	hong	PROPN
epaa-363	273	17	kong	kong	PROPN
epaa-363	273	18	korea	korea	PROPN
epaa-363	273	19	share	share	PROPN
epaa-363	273	20	of	of	ADP
epaa-363	273	21	variance	variance	NOUN
epaa-363	273	22	between	between	ADP
epaa-363	273	23	within	within	ADP
epaa-363	273	24	between	between	ADP
epaa-363	273	25	within	within	ADP
epaa-363	273	26	between	between	ADP
epaa-363	273	27	within	within	ADP
epaa-363	273	28	between	between	ADP
epaa-363	273	29	within	within	ADP
epaa-363	273	30	total	total	NOUN
epaa-363	273	31	at	at	ADP
epaa-363	273	32	level	level	NOUN
epaa-363	273	33	3299	3299	NUM
epaa-363	273	34	4769	4769	NUM
epaa-363	273	35	1356	1356	NUM
epaa-363	273	36	4232	4232	NUM
epaa-363	273	37	4543	4543	NUM
epaa-363	273	38	5557	5557	NUM
epaa-363	273	39	799	799	NUM
epaa-363	273	40	10722	10722	NUM
epaa-363	273	41	percent	percent	NOUN
epaa-363	273	42	at	at	ADP
epaa-363	273	43	level	level	NOUN
epaa-363	273	44	41	41	NUM
epaa-363	273	45	59	59	NUM
epaa-363	273	46	24	24	NUM
epaa-363	273	47	76	76	NUM
epaa-363	273	48	45	45	NUM
epaa-363	273	49	55	55	NUM
epaa-363	273	50	7	7	NUM
epaa-363	273	51	93	93	NUM
epaa-363	273	52	predicted	predict	VERB
epaa-363	273	53	by	by	ADP
epaa-363	273	54	variables	variable	NOUN
epaa-363	273	55	at	at	ADP
epaa-363	273	56	level	level	NOUN
epaa-363	273	57	2532	2532	NUM
epaa-363	273	58	198	198	NUM
epaa-363	273	59	801	801	NUM
epaa-363	273	60	191	191	NUM
epaa-363	273	61	3137	3137	NUM
epaa-363	273	62	73	73	NUM
epaa-363	273	63	751	751	NUM
epaa-363	273	64	1431	1431	NUM
epaa-363	273	65	percent	percent	NOUN
epaa-363	273	66	at	at	ADP
epaa-363	273	67	level	level	NOUN
epaa-363	273	68	predicted	predict	VERB
epaa-363	273	69	by	by	ADP
epaa-363	273	70	variables	variable	NOUN
epaa-363	273	71	at	at	ADP
epaa-363	273	72	level	level	NOUN
epaa-363	273	73	77	77	NUM
epaa-363	273	74	4	4	NUM
epaa-363	273	75	59	59	NUM
epaa-363	273	76	5	5	NUM
epaa-363	273	77	69	69	NUM
epaa-363	273	78	1	1	NUM
epaa-363	273	79	94	94	NUM
epaa-363	273	80	13	13	NUM
epaa-363	273	81	percent	percent	NOUN
epaa-363	273	82	of	of	ADP
epaa-363	273	83	total	total	NOUN
epaa-363	273	84	predicted	predict	VERB
epaa-363	273	85	by	by	ADP
epaa-363	273	86	variables	variable	NOUN
epaa-363	273	87	at	at	ADP
epaa-363	273	88	level	level	NOUN
epaa-363	273	89	31	31	NUM
epaa-363	273	90	2	2	NUM
epaa-363	273	91	19	19	NUM
epaa-363	273	92	3	3	NUM
epaa-363	273	93	31	31	NUM
epaa-363	273	94	1	1	NUM
epaa-363	273	95	7	7	NUM
epaa-363	273	96	12	12	NUM
epaa-363	273	97	one	one	NUM
epaa-363	273	98	surprising	surprising	ADJ
epaa-363	273	99	finding	finding	NOUN
epaa-363	273	100	in	in	ADP
epaa-363	273	101	the	the	DET
epaa-363	273	102	multilevel	multilevel	ADJ
epaa-363	273	103	model	model	NOUN
epaa-363	273	104	for	for	ADP
epaa-363	273	105	the	the	DET
epaa-363	273	106	us	us	PROPN
epaa-363	273	107	was	be	AUX
epaa-363	273	108	the	the	DET
epaa-363	273	109	lack	lack	NOUN
epaa-363	273	110	of	of	ADP
epaa-363	273	111	importance	importance	NOUN
epaa-363	273	112	of	of	ADP
epaa-363	273	113	mother	mother	NOUN
epaa-363	273	114	's	's	PART
epaa-363	273	115	and	and	CCONJ
epaa-363	273	116	father	father	NOUN
epaa-363	273	117	's	's	PART
epaa-363	273	118	education	education	NOUN
epaa-363	273	119	,	,	PUNCT
epaa-363	273	120	which	which	PRON
epaa-363	273	121	are	be	AUX
epaa-363	273	122	generally	generally	ADV
epaa-363	273	123	considered	consider	VERB
epaa-363	273	124	to	to	PART
epaa-363	273	125	be	be	AUX
epaa-363	273	126	among	among	ADP
epaa-363	273	127	the	the	DET
epaa-363	273	128	strongest	strong	ADJ
epaa-363	273	129	predictors	predictor	NOUN
epaa-363	273	130	of	of	ADP
epaa-363	273	131	student	student	NOUN
epaa-363	273	132	performance	performance	NOUN
epaa-363	273	133	in	in	ADP
epaa-363	273	134	the	the	DET
epaa-363	273	135	us	us	PROPN
epaa-363	273	136	.	.	PUNCT
epaa-363	274	1	parental	parental	ADJ
epaa-363	274	2	education	education	NOUN
epaa-363	274	3	did	do	AUX
epaa-363	274	4	not	not	PART
epaa-363	274	5	have	have	VERB
epaa-363	274	6	large	large	ADJ
epaa-363	274	7	enough	enough	ADJ
epaa-363	274	8	effects	effect	NOUN
epaa-363	274	9	to	to	PART
epaa-363	274	10	warrant	warrant	VERB
epaa-363	274	11	keeping	keep	VERB
epaa-363	274	12	either	either	CCONJ
epaa-363	274	13	variable	variable	NOUN
epaa-363	274	14	in	in	ADP
epaa-363	274	15	the	the	DET
epaa-363	274	16	model	model	NOUN
epaa-363	274	17	.	.	PUNCT
epaa-363	275	1	alternative	alternative	ADJ
epaa-363	275	2	models	model	NOUN
epaa-363	275	3	(	(	PUNCT
epaa-363	275	4	for	for	ADP
epaa-363	275	5	example	example	NOUN
epaa-363	275	6	,	,	PUNCT
epaa-363	275	7	one	one	NUM
epaa-363	275	8	in	in	ADP
epaa-363	275	9	which	which	PRON
epaa-363	275	10	the	the	DET
epaa-363	275	11	timss	timss	PROPN
epaa-363	275	12	parental	parental	ADJ
epaa-363	275	13	education	education	NOUN
epaa-363	275	14	categories	category	NOUN
epaa-363	275	15	were	be	AUX
epaa-363	275	16	entered	enter	VERB
epaa-363	275	17	as	as	ADP
epaa-363	275	18	dummies	dummy	NOUN
epaa-363	275	19	)	)	PUNCT
epaa-363	275	20	produced	produce	VERB
epaa-363	275	21	the	the	DET
epaa-363	275	22	same	same	ADJ
epaa-363	275	23	result	result	NOUN
epaa-363	275	24	.	.	PUNCT
epaa-363	276	1	to	to	PART
epaa-363	276	2	explore	explore	VERB
epaa-363	276	3	this	this	PRON
epaa-363	276	4	,	,	PUNCT
epaa-363	276	5	we	we	PRON
epaa-363	276	6	conducted	conduct	VERB
epaa-363	276	7	additional	additional	ADJ
epaa-363	276	8	analyses	analysis	NOUN
epaa-363	276	9	of	of	ADP
epaa-363	276	10	timss	timss	NOUN
epaa-363	276	11	and	and	CCONJ
epaa-363	276	12	the	the	DET
epaa-363	276	13	base	base	ADJ
epaa-363	276	14	year	year	NOUN
epaa-363	276	15	of	of	ADP
epaa-363	276	16	the	the	DET
epaa-363	276	17	national	national	ADJ
epaa-363	276	18	education	education	PROPN
epaa-363	276	19	longitudinal	longitudinal	ADJ
epaa-363	276	20	study	study	NOUN
epaa-363	276	21	(	(	PUNCT
epaa-363	276	22	nels-88	nels-88	PROPN
epaa-363	276	23	)	)	PUNCT
epaa-363	276	24	,	,	PUNCT
epaa-363	276	25	modifying	modify	VERB
epaa-363	276	26	our	our	PRON
epaa-363	276	27	timss	timss	NOUN
epaa-363	276	28	model	model	NOUN
epaa-363	276	29	in	in	ADP
epaa-363	276	30	several	several	ADJ
epaa-363	276	31	ways	way	NOUN
epaa-363	276	32	to	to	PART
epaa-363	276	33	make	make	VERB
epaa-363	276	34	it	it	PRON
epaa-363	276	35	as	as	ADP
epaa-363	276	36	17	17	NUM
epaa-363	276	37	of	of	ADP
epaa-363	276	38	28	28	NUM
epaa-363	276	39	comparable	comparable	ADJ
epaa-363	276	40	as	as	ADP
epaa-363	276	41	possible	possible	ADJ
epaa-363	276	42	to	to	ADP
epaa-363	276	43	the	the	DET
epaa-363	276	44	model	model	NOUN
epaa-363	276	45	we	we	PRON
epaa-363	276	46	analyzed	analyze	VERB
epaa-363	276	47	in	in	ADP
epaa-363	276	48	nels	nel	NOUN
epaa-363	276	49	.	.	PUNCT
epaa-363	277	1	this	this	DET
epaa-363	277	2	comparison	comparison	NOUN
epaa-363	277	3	suggested	suggest	VERB
epaa-363	277	4	that	that	SCONJ
epaa-363	277	5	several	several	ADJ
epaa-363	277	6	factors	factor	NOUN
epaa-363	277	7	contributed	contribute	VERB
epaa-363	277	8	to	to	ADP
epaa-363	277	9	the	the	DET
epaa-363	277	10	unimportance	unimportance	NOUN
epaa-363	277	11	of	of	ADP
epaa-363	277	12	maternal	maternal	ADJ
epaa-363	277	13	education	education	NOUN
epaa-363	277	14	in	in	ADP
epaa-363	277	15	our	our	PRON
epaa-363	277	16	timss	timss	PROPN
epaa-363	277	17	model	model	NOUN
epaa-363	277	18	,	,	PUNCT
epaa-363	277	19	including	include	VERB
epaa-363	277	20	the	the	DET
epaa-363	277	21	use	use	NOUN
epaa-363	277	22	of	of	ADP
epaa-363	277	23	a	a	DET
epaa-363	277	24	single	single	ADJ
epaa-363	277	25	classroom	classroom	NOUN
epaa-363	277	26	per	per	ADP
epaa-363	277	27	school	school	NOUN
epaa-363	277	28	and	and	CCONJ
epaa-363	277	29	the	the	DET
epaa-363	277	30	inclusion	inclusion	NOUN
epaa-363	277	31	of	of	ADP
epaa-363	277	32	the	the	DET
epaa-363	277	33	academic	academic	ADJ
epaa-363	277	34	press	press	NOUN
epaa-363	277	35	variable	variable	NOUN
epaa-363	277	36	.	.	PUNCT
epaa-363	278	1	however	however	ADV
epaa-363	278	2	,	,	PUNCT
epaa-363	278	3	much	much	ADJ
epaa-363	278	4	of	of	ADP
epaa-363	278	5	the	the	DET
epaa-363	278	6	difference	difference	NOUN
epaa-363	278	7	remained	remain	VERB
epaa-363	278	8	unexplained	unexplained	ADJ
epaa-363	278	9	and	and	CCONJ
epaa-363	278	10	appears	appear	VERB
epaa-363	278	11	to	to	PART
epaa-363	278	12	be	be	AUX
epaa-363	278	13	a	a	DET
epaa-363	278	14	result	result	NOUN
epaa-363	278	15	of	of	ADP
epaa-363	278	16	unknown	unknown	ADJ
epaa-363	278	17	characteristics	characteristic	NOUN
epaa-363	278	18	of	of	ADP
epaa-363	278	19	the	the	DET
epaa-363	278	20	timss	timss	PROPN
epaa-363	278	21	database	database	NOUN
epaa-363	278	22	.	.	PUNCT
epaa-363	279	1	when	when	SCONJ
epaa-363	279	2	nearly	nearly	ADV
epaa-363	279	3	identical	identical	ADJ
epaa-363	279	4	models	model	NOUN
epaa-363	279	5	were	be	AUX
epaa-363	279	6	analyzed	analyze	VERB
epaa-363	279	7	in	in	ADP
epaa-363	279	8	timss	timss	PROPN
epaa-363	279	9	and	and	CCONJ
epaa-363	279	10	nels	nel	NOUN
epaa-363	279	11	,	,	PUNCT
epaa-363	279	12	in	in	ADP
epaa-363	279	13	both	both	DET
epaa-363	279	14	cases	case	NOUN
epaa-363	279	15	using	use	VERB
epaa-363	279	16	schools	school	NOUN
epaa-363	279	17	rather	rather	ADV
epaa-363	279	18	than	than	ADP
epaa-363	279	19	classrooms	classroom	NOUN
epaa-363	279	20	as	as	ADP
epaa-363	279	21	the	the	DET
epaa-363	279	22	level	level	NOUN
epaa-363	279	23	2	2	NUM
epaa-363	279	24	unit	unit	NOUN
epaa-363	279	25	,	,	PUNCT
epaa-363	279	26	the	the	DET
epaa-363	279	27	level	level	NOUN
epaa-363	279	28	1	1	NUM
epaa-363	279	29	and	and	CCONJ
epaa-363	279	30	level	level	NOUN
epaa-363	279	31	2	2	NUM
epaa-363	279	32	parameters	parameter	NOUN
epaa-363	279	33	for	for	ADP
epaa-363	279	34	maternal	maternal	ADJ
epaa-363	279	35	education	education	NOUN
epaa-363	279	36	were	be	AUX
epaa-363	279	37	both	both	CCONJ
epaa-363	279	38	less	less	ADJ
epaa-363	279	39	than	than	ADP
epaa-363	279	40	half	half	DET
epaa-363	279	41	the	the	DET
epaa-363	279	42	size	size	NOUN
epaa-363	279	43	in	in	ADP
epaa-363	279	44	timss	timss	NOUN
epaa-363	279	45	as	as	ADP
epaa-363	279	46	in	in	ADP
epaa-363	279	47	nels	nel	NOUN
epaa-363	279	48	.	.	PUNCT
epaa-363	280	1	none	none	NOUN
epaa-363	280	2	of	of	ADP
epaa-363	280	3	the	the	DET
epaa-363	280	4	final	final	ADJ
epaa-363	280	5	models	model	NOUN
epaa-363	280	6	fully	fully	ADV
epaa-363	280	7	matched	match	VERB
epaa-363	280	8	any	any	DET
epaa-363	280	9	other	other	ADJ
epaa-363	280	10	in	in	ADP
epaa-363	280	11	terms	term	NOUN
epaa-363	280	12	of	of	ADP
epaa-363	280	13	the	the	DET
epaa-363	280	14	variables	variable	NOUN
epaa-363	280	15	included	include	VERB
epaa-363	280	16	(	(	PUNCT
epaa-363	280	17	table	table	NOUN
epaa-363	280	18	4	4	NUM
epaa-363	280	19	)	)	PUNCT
epaa-363	280	20	.	.	PUNCT
epaa-363	281	1	only	only	ADV
epaa-363	281	2	a	a	DET
epaa-363	281	3	single	single	ADJ
epaa-363	281	4	variable	variable	NOUN
epaa-363	281	5	,	,	PUNCT
epaa-363	281	6	academic	academic	ADJ
epaa-363	281	7	press	press	NOUN
epaa-363	281	8	,	,	PUNCT
epaa-363	281	9	appeared	appear	VERB
epaa-363	281	10	in	in	ADP
epaa-363	281	11	the	the	DET
epaa-363	281	12	final	final	ADJ
epaa-363	281	13	models	model	NOUN
epaa-363	281	14	for	for	ADP
epaa-363	281	15	all	all	DET
epaa-363	281	16	countries	country	NOUN
epaa-363	281	17	.	.	PUNCT
epaa-363	282	1	the	the	DET
epaa-363	282	2	final	final	ADJ
epaa-363	282	3	models	model	NOUN
epaa-363	282	4	for	for	ADP
epaa-363	282	5	hong	hong	PROPN
epaa-363	282	6	kong	kong	PROPN
epaa-363	282	7	,	,	PUNCT
epaa-363	282	8	korea	korea	PROPN
epaa-363	282	9	,	,	PUNCT
epaa-363	282	10	and	and	CCONJ
epaa-363	282	11	the	the	DET
epaa-363	282	12	us	us	PROPN
epaa-363	282	13	all	all	PRON
epaa-363	282	14	included	include	VERB
epaa-363	282	15	variables	variable	NOUN
epaa-363	282	16	for	for	ADP
epaa-363	282	17	number	number	NOUN
epaa-363	282	18	books	book	NOUN
epaa-363	282	19	in	in	ADP
epaa-363	282	20	the	the	DET
epaa-363	282	21	home	home	NOUN
epaa-363	282	22	,	,	PUNCT
epaa-363	282	23	a	a	DET
epaa-363	282	24	computer	computer	NOUN
epaa-363	282	25	in	in	ADP
epaa-363	282	26	the	the	DET
epaa-363	282	27	home	home	NOUN
epaa-363	282	28	,	,	PUNCT
epaa-363	282	29	and	and	CCONJ
epaa-363	282	30	academic	academic	ADJ
epaa-363	282	31	press	press	NOUN
epaa-363	282	32	.	.	PUNCT
epaa-363	283	1	the	the	DET
epaa-363	283	2	model	model	NOUN
epaa-363	283	3	for	for	ADP
epaa-363	283	4	hong	hong	PROPN
epaa-363	283	5	kong	kong	PROPN
epaa-363	283	6	,	,	PUNCT
epaa-363	283	7	however	however	ADV
epaa-363	283	8	,	,	PUNCT
epaa-363	283	9	included	include	VERB
epaa-363	283	10	a	a	DET
epaa-363	283	11	variable	variable	NOUN
epaa-363	283	12	for	for	ADP
epaa-363	283	13	father	father	NOUN
epaa-363	283	14	present	present	ADJ
epaa-363	283	15	in	in	ADP
epaa-363	283	16	the	the	DET
epaa-363	283	17	home	home	NOUN
epaa-363	283	18	but	but	CCONJ
epaa-363	283	19	excluded	exclude	VERB
epaa-363	283	20	age	age	NOUN
epaa-363	283	21	,	,	PUNCT
epaa-363	283	22	which	which	PRON
epaa-363	283	23	was	be	AUX
epaa-363	283	24	included	include	VERB
epaa-363	283	25	in	in	ADP
epaa-363	283	26	both	both	CCONJ
epaa-363	283	27	the	the	DET
epaa-363	283	28	us	us	PROPN
epaa-363	283	29	and	and	CCONJ
epaa-363	283	30	korea	korea	PROPN
epaa-363	283	31	.	.	PUNCT
epaa-363	284	1	the	the	DET
epaa-363	284	2	model	model	NOUN
epaa-363	284	3	for	for	ADP
epaa-363	284	4	korea	korea	PROPN
epaa-363	284	5	included	include	VERB
epaa-363	284	6	age	age	NOUN
epaa-363	284	7	but	but	CCONJ
epaa-363	284	8	excluded	exclude	VERB
epaa-363	284	9	presence	presence	NOUN
epaa-363	284	10	of	of	ADP
epaa-363	284	11	a	a	DET
epaa-363	284	12	father	father	NOUN
epaa-363	284	13	,	,	PUNCT
epaa-363	284	14	which	which	PRON
epaa-363	284	15	was	be	AUX
epaa-363	284	16	included	include	VERB
epaa-363	284	17	in	in	ADP
epaa-363	284	18	the	the	DET
epaa-363	284	19	other	other	ADJ
epaa-363	284	20	two	two	NUM
epaa-363	284	21	countries	country	NOUN
epaa-363	284	22	.	.	PUNCT
epaa-363	285	1	the	the	DET
epaa-363	285	2	model	model	NOUN
epaa-363	285	3	for	for	ADP
epaa-363	285	4	hong	hong	PROPN
epaa-363	285	5	kong	kong	PROPN
epaa-363	285	6	included	include	VERB
epaa-363	285	7	a	a	DET
epaa-363	285	8	variable	variable	NOUN
epaa-363	285	9	for	for	ADP
epaa-363	285	10	born	bear	VERB
epaa-363	285	11	in	in	ADP
epaa-363	285	12	country	country	NOUN
epaa-363	285	13	,	,	PUNCT
epaa-363	285	14	and	and	CCONJ
epaa-363	285	15	the	the	DET
epaa-363	285	16	model	model	NOUN
epaa-363	285	17	for	for	ADP
epaa-363	285	18	korea	korea	PROPN
epaa-363	285	19	included	include	VERB
epaa-363	285	20	a	a	DET
epaa-363	285	21	variable	variable	NOUN
epaa-363	285	22	for	for	ADP
epaa-363	285	23	father	father	NOUN
epaa-363	285	24	's	's	PART
epaa-363	285	25	education	education	NOUN
epaa-363	285	26	;	;	PUNCT
epaa-363	285	27	neither	neither	PRON
epaa-363	285	28	of	of	ADP
epaa-363	285	29	these	these	DET
epaa-363	285	30	variables	variable	NOUN
epaa-363	285	31	was	be	AUX
epaa-363	285	32	included	include	VERB
epaa-363	285	33	in	in	ADP
epaa-363	285	34	the	the	DET
epaa-363	285	35	models	model	NOUN
epaa-363	285	36	for	for	ADP
epaa-363	285	37	any	any	DET
epaa-363	285	38	other	other	ADJ
epaa-363	285	39	countries	country	NOUN
epaa-363	285	40	.	.	PUNCT
epaa-363	286	1	the	the	DET
epaa-363	286	2	model	model	NOUN
epaa-363	286	3	for	for	ADP
epaa-363	286	4	france	france	PROPN
epaa-363	286	5	was	be	AUX
epaa-363	286	6	was	be	AUX
epaa-363	286	7	the	the	DET
epaa-363	286	8	only	only	ADJ
epaa-363	286	9	model	model	NOUN
epaa-363	286	10	that	that	PRON
epaa-363	286	11	excluded	exclude	VERB
epaa-363	286	12	variables	variable	NOUN
epaa-363	286	13	for	for	ADP
epaa-363	286	14	the	the	DET
epaa-363	286	15	number	number	NOUN
epaa-363	286	16	of	of	ADP
epaa-363	286	17	books	book	NOUN
epaa-363	286	18	or	or	CCONJ
epaa-363	286	19	computer	computer	NOUN
epaa-363	286	20	present	present	ADJ
epaa-363	286	21	and	and	CCONJ
epaa-363	286	22	was	be	AUX
epaa-363	286	23	the	the	DET
epaa-363	286	24	only	only	ADJ
epaa-363	286	25	one	one	NUM
epaa-363	286	26	to	to	PART
epaa-363	286	27	include	include	VERB
epaa-363	286	28	mother	mother	NOUN
epaa-363	286	29	's	's	PART
epaa-363	286	30	education	education	NOUN
epaa-363	286	31	.	.	PUNCT
epaa-363	287	1	although	although	SCONJ
epaa-363	287	2	some	some	PRON
epaa-363	287	3	of	of	ADP
epaa-363	287	4	the	the	DET
epaa-363	287	5	coefficients	coefficient	NOUN
epaa-363	287	6	were	be	AUX
epaa-363	287	7	similar	similar	ADJ
epaa-363	287	8	in	in	ADP
epaa-363	287	9	magnitude	magnitude	NOUN
epaa-363	287	10	across	across	ADP
epaa-363	287	11	countries	country	NOUN
epaa-363	287	12	,	,	PUNCT
epaa-363	287	13	others	other	NOUN
epaa-363	287	14	differed	differ	VERB
epaa-363	287	15	markedly	markedly	ADV
epaa-363	287	16	.	.	PUNCT
epaa-363	288	1	for	for	ADP
epaa-363	288	2	example	example	NOUN
epaa-363	288	3	,	,	PUNCT
epaa-363	288	4	the	the	DET
epaa-363	288	5	student	student	NOUN
epaa-363	288	6	-	-	PUNCT
epaa-363	288	7	level	level	NOUN
epaa-363	288	8	(	(	PUNCT
epaa-363	288	9	within	within	ADP
epaa-363	288	10	-	-	PUNCT
epaa-363	288	11	classroom	classroom	NOUN
epaa-363	288	12	)	)	PUNCT
epaa-363	288	13	coefficients	coefficient	NOUN
epaa-363	288	14	for	for	ADP
epaa-363	288	15	press	press	NOUN
epaa-363	288	16	were	be	AUX
epaa-363	288	17	similar	similar	ADJ
epaa-363	288	18	in	in	ADP
epaa-363	288	19	the	the	DET
epaa-363	288	20	us	us	PROPN
epaa-363	288	21	,	,	PUNCT
epaa-363	288	22	france	france	PROPN
epaa-363	288	23	and	and	CCONJ
epaa-363	288	24	hong	hong	PROPN
epaa-363	288	25	kong	kong	PROPN
epaa-363	288	26	:	:	PUNCT
epaa-363	288	27	9.6	9.6	NUM
epaa-363	288	28	,	,	PUNCT
epaa-363	288	29	8.6	8.6	NUM
epaa-363	288	30	and	and	CCONJ
epaa-363	288	31	10.3	10.3	NUM
epaa-363	288	32	,	,	PUNCT
epaa-363	288	33	respectively	respectively	ADV
epaa-363	288	34	.	.	PUNCT
epaa-363	289	1	the	the	DET
epaa-363	289	2	between	between	ADP
epaa-363	289	3	-	-	PUNCT
epaa-363	289	4	classroom	classroom	NOUN
epaa-363	289	5	coefficients	coefficient	NOUN
epaa-363	289	6	for	for	ADP
epaa-363	289	7	this	this	DET
epaa-363	289	8	variable	variable	NOUN
epaa-363	289	9	were	be	AUX
epaa-363	289	10	43.2	43.2	NUM
epaa-363	289	11	,	,	PUNCT
epaa-363	289	12	45.0	45.0	NUM
epaa-363	289	13	and	and	CCONJ
epaa-363	289	14	47.4	47.4	NUM
epaa-363	289	15	for	for	ADP
epaa-363	289	16	the	the	DET
epaa-363	289	17	us	us	PROPN
epaa-363	289	18	,	,	PUNCT
epaa-363	289	19	france	france	PROPN
epaa-363	289	20	and	and	CCONJ
epaa-363	289	21	korea	korea	PROPN
epaa-363	289	22	.	.	PUNCT
epaa-363	290	1	in	in	ADP
epaa-363	290	2	contrast	contrast	NOUN
epaa-363	290	3	,	,	PUNCT
epaa-363	290	4	the	the	DET
epaa-363	290	5	between	between	NOUN
epaa-363	290	6	-	-	PUNCT
epaa-363	290	7	classroom	classroom	NOUN
epaa-363	290	8	coefficient	coefficient	NOUN
epaa-363	290	9	for	for	ADP
epaa-363	290	10	the	the	DET
epaa-363	290	11	press	press	NOUN
epaa-363	290	12	variable	variable	NOUN
epaa-363	290	13	in	in	ADP
epaa-363	290	14	hong	hong	PROPN
epaa-363	290	15	kong	kong	PROPN
epaa-363	290	16	was	be	AUX
epaa-363	290	17	174.5	174.5	NUM
epaa-363	290	18	,	,	PUNCT
epaa-363	290	19	several	several	ADJ
epaa-363	290	20	times	time	NOUN
epaa-363	290	21	as	as	ADV
epaa-363	290	22	large	large	ADJ
epaa-363	290	23	as	as	ADP
epaa-363	290	24	the	the	DET
epaa-363	290	25	coefficients	coefficient	NOUN
epaa-363	290	26	for	for	ADP
epaa-363	290	27	the	the	DET
epaa-363	290	28	same	same	ADJ
epaa-363	290	29	variable	variable	NOUN
epaa-363	290	30	in	in	ADP
epaa-363	290	31	the	the	DET
epaa-363	290	32	other	other	ADJ
epaa-363	290	33	models	model	NOUN
epaa-363	290	34	.	.	PUNCT
epaa-363	291	1	however	however	ADV
epaa-363	291	2	,	,	PUNCT
epaa-363	291	3	as	as	SCONJ
epaa-363	291	4	explained	explain	VERB
epaa-363	291	5	below	below	ADV
epaa-363	291	6	,	,	PUNCT
epaa-363	291	7	we	we	PRON
epaa-363	291	8	do	do	AUX
epaa-363	291	9	not	not	PART
epaa-363	291	10	place	place	VERB
epaa-363	291	11	great	great	ADJ
epaa-363	291	12	confidence	confidence	NOUN
epaa-363	291	13	on	on	ADP
epaa-363	291	14	specific	specific	ADJ
epaa-363	291	15	parameter	parameter	NOUN
epaa-363	291	16	estimates	estimate	NOUN
epaa-363	291	17	,	,	PUNCT
epaa-363	291	18	and	and	CCONJ
epaa-363	291	19	this	this	DET
epaa-363	291	20	estimate	estimate	NOUN
epaa-363	291	21	in	in	ADP
epaa-363	291	22	hong	hong	PROPN
epaa-363	291	23	kong	kong	PROPN
epaa-363	291	24	may	may	AUX
epaa-363	291	25	be	be	AUX
epaa-363	291	26	seen	see	VERB
epaa-363	291	27	as	as	ADP
epaa-363	291	28	implausible	implausible	ADJ
epaa-363	291	29	.	.	PUNCT
epaa-363	292	1	although	although	SCONJ
epaa-363	292	2	the	the	DET
epaa-363	292	3	variables	variable	NOUN
epaa-363	292	4	in	in	ADP
epaa-363	292	5	the	the	DET
epaa-363	292	6	models	model	NOUN
epaa-363	292	7	and	and	CCONJ
epaa-363	292	8	the	the	DET
epaa-363	292	9	effects	effect	NOUN
epaa-363	292	10	of	of	ADP
epaa-363	292	11	those	those	DET
epaa-363	292	12	variables	variable	NOUN
epaa-363	292	13	differed	differ	VERB
epaa-363	292	14	across	across	ADP
epaa-363	292	15	countries	country	NOUN
epaa-363	292	16	,	,	PUNCT
epaa-363	292	17	the	the	DET
epaa-363	292	18	models	model	NOUN
epaa-363	292	19	in	in	ADP
epaa-363	292	20	all	all	DET
epaa-363	292	21	countries	country	NOUN
epaa-363	292	22	were	be	AUX
epaa-363	292	23	consistent	consistent	ADJ
epaa-363	292	24	in	in	ADP
epaa-363	292	25	predicting	predict	VERB
epaa-363	292	26	most	most	ADJ
epaa-363	292	27	of	of	ADP
epaa-363	292	28	the	the	DET
epaa-363	292	29	variance	variance	NOUN
epaa-363	292	30	between	between	ADP
epaa-363	292	31	classrooms	classroom	NOUN
epaa-363	292	32	but	but	CCONJ
epaa-363	292	33	little	little	ADJ
epaa-363	292	34	of	of	ADP
epaa-363	292	35	the	the	DET
epaa-363	292	36	variance	variance	NOUN
epaa-363	292	37	within	within	ADP
epaa-363	292	38	classrooms	classroom	NOUN
epaa-363	292	39	(	(	PUNCT
epaa-363	292	40	table	table	NOUN
epaa-363	292	41	5	5	NUM
epaa-363	292	42	)	)	PUNCT
epaa-363	292	43	.	.	PUNCT
epaa-363	293	1	this	this	DET
epaa-363	293	2	prediction	prediction	NOUN
epaa-363	293	3	of	of	ADP
epaa-363	293	4	between	between	ADP
epaa-363	293	5	-	-	PUNCT
epaa-363	293	6	classroom	classroom	NOUN
epaa-363	293	7	variance	variance	NOUN
epaa-363	293	8	ranged	range	VERB
epaa-363	293	9	from	from	ADP
epaa-363	293	10	59	59	NUM
epaa-363	293	11	percent	percent	NOUN
epaa-363	293	12	in	in	ADP
epaa-363	293	13	france	france	PROPN
epaa-363	293	14	to	to	ADP
epaa-363	293	15	94	94	NUM
epaa-363	293	16	percent	percent	NOUN
epaa-363	293	17	in	in	ADP
epaa-363	293	18	the	the	DET
epaa-363	293	19	korea	korea	PROPN
epaa-363	293	20	,	,	PUNCT
epaa-363	293	21	and	and	CCONJ
epaa-363	293	22	the	the	DET
epaa-363	293	23	prediction	prediction	NOUN
epaa-363	293	24	of	of	ADP
epaa-363	293	25	within	within	ADP
epaa-363	293	26	-	-	PUNCT
epaa-363	293	27	classroom	classroom	NOUN
epaa-363	293	28	variance	variance	NOUN
epaa-363	293	29	ranged	range	VERB
epaa-363	293	30	from	from	ADP
epaa-363	293	31	1	1	NUM
epaa-363	293	32	percent	percent	NOUN
epaa-363	293	33	in	in	ADP
epaa-363	293	34	hong	hong	PROPN
epaa-363	293	35	kong	kong	PROPN
epaa-363	293	36	to	to	ADP
epaa-363	293	37	13	13	NUM
epaa-363	293	38	percent	percent	NOUN
epaa-363	293	39	in	in	ADP
epaa-363	293	40	korea	korea	PROPN
epaa-363	293	41	.	.	PUNCT
epaa-363	294	1	the	the	DET
epaa-363	294	2	prediction	prediction	NOUN
epaa-363	294	3	of	of	ADP
epaa-363	294	4	within	within	ADP
epaa-363	294	5	-	-	PUNCT
epaa-363	294	6	classroom	classroom	NOUN
epaa-363	294	7	variance	variance	NOUN
epaa-363	294	8	in	in	ADP
epaa-363	294	9	korea	korea	PROPN
epaa-363	294	10	,	,	PUNCT
epaa-363	294	11	while	while	SCONJ
epaa-363	294	12	a	a	DET
epaa-363	294	13	modest	modest	ADJ
epaa-363	294	14	13	13	NUM
epaa-363	294	15	percent	percent	NOUN
epaa-363	294	16	,	,	PUNCT
epaa-363	294	17	is	be	AUX
epaa-363	294	18	several	several	ADJ
epaa-363	294	19	times	time	NOUN
epaa-363	294	20	as	as	ADV
epaa-363	294	21	strong	strong	ADJ
epaa-363	294	22	as	as	ADP
epaa-363	294	23	in	in	ADP
epaa-363	294	24	any	any	DET
epaa-363	294	25	other	other	ADJ
epaa-363	294	26	country	country	NOUN
epaa-363	294	27	;	;	PUNCT
epaa-363	294	28	the	the	DET
epaa-363	294	29	next	next	ADJ
epaa-363	294	30	strongest	strong	ADJ
epaa-363	294	31	prediction	prediction	NOUN
epaa-363	294	32	was	be	AUX
epaa-363	294	33	5	5	NUM
epaa-363	294	34	percent	percent	NOUN
epaa-363	294	35	of	of	ADP
epaa-363	294	36	the	the	DET
epaa-363	294	37	within	within	ADP
epaa-363	294	38	-	-	PUNCT
epaa-363	294	39	classroom	classroom	NOUN
epaa-363	294	40	variance	variance	NOUN
epaa-363	294	41	in	in	ADP
epaa-363	294	42	france	france	PROPN
epaa-363	294	43	.	.	PUNCT
epaa-363	295	1	the	the	DET
epaa-363	295	2	consistency	consistency	NOUN
epaa-363	295	3	of	of	ADP
epaa-363	295	4	this	this	DET
epaa-363	295	5	strong	strong	ADJ
epaa-363	295	6	prediction	prediction	NOUN
epaa-363	295	7	of	of	ADP
epaa-363	295	8	between	between	ADP
epaa-363	295	9	-	-	PUNCT
epaa-363	295	10	classroom	classroom	NOUN
epaa-363	295	11	variance	variance	NOUN
epaa-363	295	12	is	be	AUX
epaa-363	295	13	all	all	DET
epaa-363	295	14	the	the	DET
epaa-363	295	15	more	more	ADV
epaa-363	295	16	striking	striking	ADJ
epaa-363	295	17	in	in	ADP
epaa-363	295	18	the	the	DET
epaa-363	295	19	light	light	NOUN
epaa-363	295	20	of	of	ADP
epaa-363	295	21	the	the	DET
epaa-363	295	22	sparseness	sparseness	ADJ
epaa-363	295	23	of	of	ADP
epaa-363	295	24	the	the	DET
epaa-363	295	25	models	model	NOUN
epaa-363	295	26	and	and	CCONJ
epaa-363	295	27	the	the	DET
epaa-363	295	28	weak	weak	ADJ
epaa-363	295	29	measurement	measurement	NOUN
epaa-363	295	30	of	of	ADP
epaa-363	295	31	social	social	ADJ
epaa-363	295	32	background	background	NOUN
epaa-363	295	33	.	.	PUNCT
epaa-363	296	1	our	our	PRON
epaa-363	296	2	models	model	NOUN
epaa-363	296	3	included	include	VERB
epaa-363	296	4	few	few	ADJ
epaa-363	296	5	predictors	predictor	NOUN
epaa-363	296	6	.	.	PUNCT
epaa-363	297	1	the	the	DET
epaa-363	297	2	variables	variable	NOUN
epaa-363	297	3	available	available	ADJ
epaa-363	297	4	in	in	ADP
epaa-363	297	5	timss	timss	NOUN
epaa-363	297	6	do	do	AUX
epaa-363	297	7	not	not	PART
epaa-363	297	8	necessarily	necessarily	ADV
epaa-363	297	9	include	include	VERB
epaa-363	297	10	those	those	PRON
epaa-363	297	11	that	that	PRON
epaa-363	297	12	researchers	researcher	NOUN
epaa-363	297	13	in	in	ADP
epaa-363	297	14	participating	participate	VERB
epaa-363	297	15	countries	country	NOUN
epaa-363	297	16	would	would	AUX
epaa-363	297	17	suggest	suggest	VERB
epaa-363	297	18	are	be	AUX
epaa-363	297	19	the	the	DET
epaa-363	297	20	most	most	ADV
epaa-363	297	21	important	important	ADJ
epaa-363	297	22	predictors	predictor	NOUN
epaa-363	297	23	of	of	ADP
epaa-363	297	24	achievement	achievement	NOUN
epaa-363	297	25	.	.	PUNCT
epaa-363	298	1	for	for	ADP
epaa-363	298	2	example	example	NOUN
epaa-363	298	3	,	,	PUNCT
epaa-363	298	4	timss	timss	PROPN
epaa-363	298	5	does	do	AUX
epaa-363	298	6	not	not	PART
epaa-363	298	7	include	include	VERB
epaa-363	298	8	income	income	NOUN
epaa-363	298	9	,	,	PUNCT
epaa-363	298	10	race	race	NOUN
epaa-363	298	11	/	/	SYM
epaa-363	298	12	ethnicity	ethnicity	NOUN
epaa-363	298	13	,	,	PUNCT
epaa-363	298	14	or	or	CCONJ
epaa-363	298	15	inner	inner	ADJ
epaa-363	298	16	-	-	PUNCT
epaa-363	298	17	city	city	NOUN
epaa-363	298	18	location	location	NOUN
epaa-363	298	19	,	,	PUNCT
epaa-363	298	20	all	all	PRON
epaa-363	298	21	three	three	NUM
epaa-363	298	22	of	of	ADP
epaa-363	298	23	which	which	PRON
epaa-363	298	24	are	be	AUX
epaa-363	298	25	known	know	VERB
epaa-363	298	26	to	to	PART
epaa-363	298	27	be	be	AUX
epaa-363	298	28	important	important	ADJ
epaa-363	298	29	predictors	predictor	NOUN
epaa-363	298	30	of	of	ADP
epaa-363	298	31	performance	performance	NOUN
epaa-363	298	32	in	in	ADP
epaa-363	298	33	the	the	DET
epaa-363	298	34	us	us	PROPN
epaa-363	298	35	.	.	PUNCT
epaa-363	299	1	similarly	similarly	ADV
epaa-363	299	2	,	,	PUNCT
epaa-363	299	3	the	the	DET
epaa-363	299	4	national	national	ADJ
epaa-363	299	5	research	research	NOUN
epaa-363	299	6	coordinator	coordinator	NOUN
epaa-363	299	7	for	for	ADP
epaa-363	299	8	korea	korea	PROPN
epaa-363	299	9	indicated	indicate	VERB
epaa-363	299	10	that	that	SCONJ
epaa-363	299	11	income	income	NOUN
epaa-363	299	12	,	,	PUNCT
epaa-363	299	13	type	type	NOUN
epaa-363	299	14	of	of	ADP
epaa-363	299	15	community	community	NOUN
epaa-363	299	16	(	(	PUNCT
epaa-363	299	17	urban	urban	ADJ
epaa-363	299	18	,	,	PUNCT
epaa-363	299	19	suburban	suburban	ADJ
epaa-363	299	20	,	,	PUNCT
epaa-363	299	21	rural	rural	ADJ
epaa-363	299	22	)	)	PUNCT
epaa-363	299	23	and	and	CCONJ
epaa-363	299	24	geographic	geographic	ADJ
epaa-363	299	25	region	region	NOUN
epaa-363	299	26	are	be	AUX
epaa-363	299	27	all	all	ADV
epaa-363	299	28	somewhat	somewhat	ADV
epaa-363	299	29	correlated	correlate	VERB
epaa-363	299	30	with	with	ADP
epaa-363	299	31	performance	performance	NOUN
epaa-363	299	32	in	in	ADP
epaa-363	299	33	korea	korea	PROPN
epaa-363	299	34	(	(	PUNCT
epaa-363	299	35	i	i	NOUN
epaa-363	299	36	m	m	PROPN
epaa-363	299	37	,	,	PUNCT
epaa-363	299	38	1998	1998	NUM
epaa-363	299	39	)	)	PUNCT
epaa-363	299	40	.	.	PUNCT
epaa-363	300	1	in	in	ADP
epaa-363	300	2	addition	addition	NOUN
epaa-363	300	3	,	,	PUNCT
epaa-363	300	4	the	the	DET
epaa-363	300	5	selection	selection	NOUN
epaa-363	300	6	of	of	ADP
epaa-363	300	7	variables	variable	NOUN
epaa-363	300	8	for	for	ADP
epaa-363	300	9	use	use	NOUN
epaa-363	300	10	in	in	ADP
epaa-363	300	11	the	the	DET
epaa-363	300	12	models	model	NOUN
epaa-363	300	13	was	be	AUX
epaa-363	300	14	constrained	constrain	VERB
epaa-363	300	15	in	in	ADP
epaa-363	300	16	some	some	DET
epaa-363	300	17	instances	instance	NOUN
epaa-363	300	18	by	by	ADP
epaa-363	300	19	problems	problem	NOUN
epaa-363	300	20	with	with	ADP
epaa-363	300	21	the	the	DET
epaa-363	300	22	data	datum	NOUN
epaa-363	300	23	.	.	PUNCT
epaa-363	301	1	thus	thus	ADV
epaa-363	301	2	,	,	PUNCT
epaa-363	301	3	the	the	DET
epaa-363	301	4	variables	variable	NOUN
epaa-363	301	5	included	include	VERB
epaa-363	301	6	in	in	ADP
epaa-363	301	7	the	the	DET
epaa-363	301	8	models	model	NOUN
epaa-363	301	9	were	be	AUX
epaa-363	301	10	a	a	DET
epaa-363	301	11	potentially	potentially	ADV
epaa-363	301	12	weak	weak	ADJ
epaa-363	301	13	proxy	proxy	NOUN
epaa-363	301	14	for	for	ADP
epaa-363	301	15	those	those	DET
epaa-363	301	16	18	18	NUM
epaa-363	301	17	of	of	ADP
epaa-363	301	18	28	28	NUM
epaa-363	301	19	that	that	PRON
epaa-363	301	20	would	would	AUX
epaa-363	301	21	best	well	ADV
epaa-363	301	22	show	show	VERB
epaa-363	301	23	the	the	DET
epaa-363	301	24	relationships	relationship	NOUN
epaa-363	301	25	between	between	ADP
epaa-363	301	26	score	score	NOUN
epaa-363	301	27	variance	variance	NOUN
epaa-363	301	28	and	and	CCONJ
epaa-363	301	29	background	background	NOUN
epaa-363	301	30	variables	variable	NOUN
epaa-363	301	31	in	in	ADP
epaa-363	301	32	each	each	DET
epaa-363	301	33	country	country	NOUN
epaa-363	301	34	.	.	PUNCT
epaa-363	302	1	it	it	PRON
epaa-363	302	2	is	be	AUX
epaa-363	302	3	possible	possible	ADJ
epaa-363	302	4	that	that	SCONJ
epaa-363	302	5	the	the	DET
epaa-363	302	6	use	use	NOUN
epaa-363	302	7	of	of	ADP
epaa-363	302	8	a	a	DET
epaa-363	302	9	stronger	strong	ADJ
epaa-363	302	10	set	set	NOUN
epaa-363	302	11	of	of	ADP
epaa-363	302	12	predictors	predictor	NOUN
epaa-363	302	13	would	would	AUX
epaa-363	302	14	have	have	AUX
epaa-363	302	15	substantially	substantially	ADV
epaa-363	302	16	increased	increase	VERB
epaa-363	302	17	the	the	DET
epaa-363	302	18	percentage	percentage	NOUN
epaa-363	302	19	of	of	ADP
epaa-363	302	20	variance	variance	NOUN
epaa-363	302	21	predicted	predict	VERB
epaa-363	302	22	at	at	ADP
epaa-363	302	23	one	one	NUM
epaa-363	302	24	or	or	CCONJ
epaa-363	302	25	both	both	PRON
epaa-363	302	26	levels	level	NOUN
epaa-363	302	27	,	,	PUNCT
epaa-363	302	28	particularly	particularly	ADV
epaa-363	302	29	the	the	DET
epaa-363	302	30	within	within	ADP
epaa-363	302	31	-	-	PUNCT
epaa-363	302	32	classroom	classroom	NOUN
epaa-363	302	33	level	level	NOUN
epaa-363	302	34	,	,	PUNCT
epaa-363	302	35	at	at	ADP
epaa-363	302	36	which	which	PRON
epaa-363	302	37	our	our	PRON
epaa-363	302	38	prediction	prediction	NOUN
epaa-363	302	39	was	be	AUX
epaa-363	302	40	very	very	ADV
epaa-363	302	41	weak	weak	ADJ
epaa-363	302	42	.	.	PUNCT
epaa-363	303	1	we	we	PRON
epaa-363	303	2	can	can	AUX
epaa-363	303	3	not	not	PART
epaa-363	303	4	determine	determine	VERB
epaa-363	303	5	whether	whether	SCONJ
epaa-363	303	6	this	this	PRON
epaa-363	303	7	is	be	AUX
epaa-363	303	8	the	the	DET
epaa-363	303	9	case	case	NOUN
epaa-363	303	10	,	,	PUNCT
epaa-363	303	11	however	however	ADV
epaa-363	303	12	.	.	PUNCT
epaa-363	304	1	in	in	ADP
epaa-363	304	2	the	the	DET
epaa-363	304	3	general	general	ADJ
epaa-363	304	4	case	case	NOUN
epaa-363	304	5	,	,	PUNCT
epaa-363	304	6	the	the	DET
epaa-363	304	7	degree	degree	NOUN
epaa-363	304	8	of	of	ADP
epaa-363	304	9	prediction	prediction	NOUN
epaa-363	304	10	may	may	AUX
epaa-363	304	11	not	not	PART
epaa-363	304	12	be	be	AUX
epaa-363	304	13	substantially	substantially	ADV
epaa-363	304	14	lessened	lessen	VERB
epaa-363	304	15	by	by	ADP
epaa-363	304	16	the	the	DET
epaa-363	304	17	weakness	weakness	NOUN
epaa-363	304	18	of	of	ADP
epaa-363	304	19	collinear	collinear	ADJ
epaa-363	304	20	predictors	predictor	NOUN
epaa-363	304	21	if	if	SCONJ
epaa-363	304	22	enough	enough	ADJ
epaa-363	304	23	of	of	ADP
epaa-363	304	24	them	they	PRON
epaa-363	304	25	are	be	AUX
epaa-363	304	26	used	use	VERB
epaa-363	304	27	in	in	ADP
epaa-363	304	28	the	the	DET
epaa-363	304	29	model	model	NOUN
epaa-363	304	30	(	(	PUNCT
epaa-363	304	31	e.g.	e.g.	ADV
epaa-363	304	32	,	,	PUNCT
epaa-363	304	33	berends	berend	NOUN
epaa-363	304	34	and	and	CCONJ
epaa-363	304	35	koretz	koretz	VERB
epaa-363	304	36	,	,	PUNCT
epaa-363	304	37	1996	1996	NUM
epaa-363	304	38	)	)	PUNCT
epaa-363	304	39	.	.	PUNCT
epaa-363	305	1	we	we	PRON
epaa-363	305	2	have	have	VERB
epaa-363	305	3	less	less	ADJ
epaa-363	305	4	confidence	confidence	NOUN
epaa-363	305	5	in	in	ADP
epaa-363	305	6	the	the	DET
epaa-363	305	7	specific	specific	ADJ
epaa-363	305	8	parameter	parameter	NOUN
epaa-363	305	9	estimates	estimate	NOUN
epaa-363	305	10	we	we	PRON
epaa-363	305	11	obtained	obtain	VERB
epaa-363	305	12	,	,	PUNCT
epaa-363	305	13	particularly	particularly	ADV
epaa-363	305	14	in	in	ADP
epaa-363	305	15	cases	case	NOUN
epaa-363	305	16	in	in	ADP
epaa-363	305	17	which	which	PRON
epaa-363	305	18	the	the	DET
epaa-363	305	19	estimates	estimate	NOUN
epaa-363	305	20	varied	vary	VERB
epaa-363	305	21	markedly	markedly	ADV
epaa-363	305	22	among	among	ADP
epaa-363	305	23	countries	country	NOUN
epaa-363	305	24	.	.	PUNCT
epaa-363	306	1	there	there	PRON
epaa-363	306	2	are	be	VERB
epaa-363	306	3	several	several	ADJ
epaa-363	306	4	reasons	reason	NOUN
epaa-363	306	5	for	for	ADP
epaa-363	306	6	this	this	DET
epaa-363	306	7	caution	caution	NOUN
epaa-363	306	8	.	.	PUNCT
epaa-363	307	1	first	first	ADV
epaa-363	307	2	,	,	PUNCT
epaa-363	307	3	as	as	SCONJ
epaa-363	307	4	noted	note	VERB
epaa-363	307	5	earlier	early	ADV
epaa-363	307	6	,	,	PUNCT
epaa-363	307	7	parameter	parameter	NOUN
epaa-363	307	8	estimates	estimate	NOUN
epaa-363	307	9	in	in	ADP
epaa-363	307	10	multi	multi	ADJ
epaa-363	307	11	-	-	ADJ
epaa-363	307	12	level	level	ADJ
epaa-363	307	13	models	model	NOUN
epaa-363	307	14	are	be	AUX
epaa-363	307	15	often	often	ADV
epaa-363	307	16	quite	quite	ADV
epaa-363	307	17	sensitive	sensitive	ADJ
epaa-363	307	18	to	to	ADP
epaa-363	307	19	specification	specification	NOUN
epaa-363	307	20	differences	difference	NOUN
epaa-363	307	21	(	(	PUNCT
epaa-363	307	22	kreft	kreft	NOUN
epaa-363	307	23	and	and	CCONJ
epaa-363	307	24	deleeuw	deleeuw	PROPN
epaa-363	307	25	,	,	PUNCT
epaa-363	307	26	1998	1998	NUM
epaa-363	307	27	)	)	PUNCT
epaa-363	307	28	,	,	PUNCT
epaa-363	307	29	and	and	CCONJ
epaa-363	307	30	our	our	PRON
epaa-363	307	31	selections	selection	NOUN
epaa-363	307	32	of	of	ADP
epaa-363	307	33	variables	variable	NOUN
epaa-363	307	34	were	be	AUX
epaa-363	307	35	necessarily	necessarily	ADV
epaa-363	307	36	somewhat	somewhat	ADV
epaa-363	307	37	happenstance	happenstance	NOUN
epaa-363	307	38	,	,	PUNCT
epaa-363	307	39	constrained	constrain	VERB
epaa-363	307	40	as	as	SCONJ
epaa-363	307	41	they	they	PRON
epaa-363	307	42	were	be	AUX
epaa-363	307	43	by	by	ADP
epaa-363	307	44	the	the	DET
epaa-363	307	45	limitations	limitation	NOUN
epaa-363	307	46	of	of	ADP
epaa-363	307	47	the	the	DET
epaa-363	307	48	timss	timss	PROPN
epaa-363	307	49	database	database	NOUN
epaa-363	307	50	.	.	PUNCT
epaa-363	307	51	models	model	NOUN
epaa-363	307	52	that	that	PRON
epaa-363	307	53	included	include	VERB
epaa-363	307	54	additional	additional	ADJ
epaa-363	307	55	variables	variable	NOUN
epaa-363	307	56	(	(	PUNCT
epaa-363	307	57	such	such	ADJ
epaa-363	307	58	as	as	ADP
epaa-363	307	59	family	family	NOUN
epaa-363	307	60	income	income	NOUN
epaa-363	307	61	)	)	PUNCT
epaa-363	307	62	or	or	CCONJ
epaa-363	307	63	better	well	ADV
epaa-363	307	64	-	-	PUNCT
epaa-363	307	65	measured	measure	VERB
epaa-363	307	66	constructs	construct	NOUN
epaa-363	307	67	might	might	AUX
epaa-363	307	68	have	have	AUX
epaa-363	307	69	yielded	yield	VERB
epaa-363	307	70	substantially	substantially	ADV
epaa-363	307	71	different	different	ADJ
epaa-363	307	72	estimates	estimate	NOUN
epaa-363	307	73	of	of	ADP
epaa-363	307	74	the	the	DET
epaa-363	307	75	parameters	parameter	NOUN
epaa-363	307	76	in	in	ADP
epaa-363	307	77	our	our	PRON
epaa-363	307	78	models	model	NOUN
epaa-363	307	79	.	.	PUNCT
epaa-363	308	1	second	second	ADV
epaa-363	308	2	,	,	PUNCT
epaa-363	308	3	eda	eda	PROPN
epaa-363	308	4	showed	show	VERB
epaa-363	308	5	that	that	SCONJ
epaa-363	308	6	some	some	DET
epaa-363	308	7	variables	variable	NOUN
epaa-363	308	8	behaved	behave	VERB
epaa-363	308	9	quite	quite	ADV
epaa-363	308	10	differently	differently	ADV
epaa-363	308	11	across	across	ADP
epaa-363	308	12	countries	country	NOUN
epaa-363	308	13	.	.	PUNCT
epaa-363	309	1	other	other	ADJ
epaa-363	309	2	operationalizations	operationalization	NOUN
epaa-363	309	3	of	of	ADP
epaa-363	309	4	these	these	DET
epaa-363	309	5	constructs	construct	NOUN
epaa-363	309	6	might	might	AUX
epaa-363	309	7	have	have	AUX
epaa-363	309	8	altered	alter	VERB
epaa-363	309	9	these	these	DET
epaa-363	309	10	differences	difference	NOUN
epaa-363	309	11	and	and	CCONJ
epaa-363	309	12	might	might	AUX
epaa-363	309	13	therefore	therefore	ADV
epaa-363	309	14	have	have	AUX
epaa-363	309	15	produced	produce	VERB
epaa-363	309	16	different	different	ADJ
epaa-363	309	17	parameter	parameter	NOUN
epaa-363	309	18	estimates	estimate	NOUN
epaa-363	309	19	.	.	PUNCT
epaa-363	310	1	to	to	PART
epaa-363	310	2	test	test	VERB
epaa-363	310	3	the	the	DET
epaa-363	310	4	importance	importance	NOUN
epaa-363	310	5	of	of	ADP
epaa-363	310	6	the	the	DET
epaa-363	310	7	particular	particular	ADJ
epaa-363	310	8	selections	selection	NOUN
epaa-363	310	9	of	of	ADP
epaa-363	310	10	variables	variable	NOUN
epaa-363	310	11	in	in	ADP
epaa-363	310	12	our	our	PRON
epaa-363	310	13	final	final	ADJ
epaa-363	310	14	models	model	NOUN
epaa-363	310	15	,	,	PUNCT
epaa-363	310	16	we	we	PRON
epaa-363	310	17	ran	run	VERB
epaa-363	310	18	a	a	DET
epaa-363	310	19	constant	constant	ADJ
epaa-363	310	20	,	,	PUNCT
epaa-363	310	21	minimal	minimal	ADJ
epaa-363	310	22	model	model	NOUN
epaa-363	310	23	in	in	ADP
epaa-363	310	24	each	each	PRON
epaa-363	310	25	of	of	ADP
epaa-363	310	26	the	the	DET
epaa-363	310	27	four	four	NUM
epaa-363	310	28	countries	country	NOUN
epaa-363	310	29	,	,	PUNCT
epaa-363	310	30	including	include	VERB
epaa-363	310	31	the	the	DET
epaa-363	310	32	individual	individual	ADJ
epaa-363	310	33	and	and	CCONJ
epaa-363	310	34	aggregate	aggregate	ADJ
epaa-363	310	35	values	value	NOUN
epaa-363	310	36	of	of	ADP
epaa-363	310	37	number	number	NOUN
epaa-363	310	38	of	of	ADP
epaa-363	310	39	books	book	NOUN
epaa-363	310	40	,	,	PUNCT
epaa-363	310	41	computer	computer	NOUN
epaa-363	310	42	present	present	NOUN
epaa-363	310	43	,	,	PUNCT
epaa-363	310	44	press	press	NOUN
epaa-363	310	45	,	,	PUNCT
epaa-363	310	46	age	age	NOUN
epaa-363	310	47	,	,	PUNCT
epaa-363	310	48	and	and	CCONJ
epaa-363	310	49	age	age	NOUN
epaa-363	310	50	squared	square	VERB
epaa-363	310	51	.	.	PUNCT
epaa-363	311	1	this	this	DET
epaa-363	311	2	fixed	fix	VERB
epaa-363	311	3	model	model	NOUN
epaa-363	311	4	predicted	predict	VERB
epaa-363	311	5	almost	almost	ADV
epaa-363	311	6	as	as	ADP
epaa-363	311	7	much	much	ADJ
epaa-363	311	8	of	of	ADP
epaa-363	311	9	the	the	DET
epaa-363	311	10	variance	variance	NOUN
epaa-363	311	11	in	in	ADP
epaa-363	311	12	performance	performance	NOUN
epaa-363	311	13	as	as	SCONJ
epaa-363	311	14	did	do	VERB
epaa-363	311	15	our	our	PRON
epaa-363	311	16	final	final	ADJ
epaa-363	311	17	models	model	NOUN
epaa-363	311	18	,	,	PUNCT
epaa-363	311	19	which	which	PRON
epaa-363	311	20	were	be	AUX
epaa-363	311	21	selected	select	VERB
epaa-363	311	22	to	to	PART
epaa-363	311	23	optimize	optimize	VERB
epaa-363	311	24	prediction	prediction	NOUN
epaa-363	311	25	in	in	ADP
epaa-363	311	26	each	each	DET
epaa-363	311	27	country	country	NOUN
epaa-363	311	28	and	and	CCONJ
epaa-363	311	29	subject	subject	NOUN
epaa-363	311	30	(	(	PUNCT
epaa-363	311	31	table	table	NOUN
epaa-363	311	32	6	6	NUM
epaa-363	311	33	;	;	PUNCT
epaa-363	311	34	compare	compare	VERB
epaa-363	311	35	table	table	NOUN
epaa-363	311	36	5	5	NUM
epaa-363	311	37	)	)	PUNCT
epaa-363	311	38	.	.	PUNCT
epaa-363	312	1	this	this	PRON
epaa-363	312	2	suggests	suggest	VERB
epaa-363	312	3	that	that	SCONJ
epaa-363	312	4	predicted	predict	VERB
epaa-363	312	5	variability	variability	NOUN
epaa-363	312	6	is	be	AUX
epaa-363	312	7	somewhat	somewhat	ADV
epaa-363	312	8	invariant	invariant	ADJ
epaa-363	312	9	to	to	ADP
epaa-363	312	10	the	the	DET
epaa-363	312	11	variables	variable	NOUN
epaa-363	312	12	included	include	VERB
epaa-363	312	13	in	in	ADP
epaa-363	312	14	the	the	DET
epaa-363	312	15	model	model	NOUN
epaa-363	312	16	.	.	PUNCT
epaa-363	313	1	table	table	NOUN
epaa-363	313	2	6	6	NUM
epaa-363	313	3	percent	percent	NOUN
epaa-363	313	4	of	of	ADP
epaa-363	313	5	variance	variance	NOUN
epaa-363	313	6	at	at	ADP
epaa-363	313	7	each	each	DET
epaa-363	313	8	level	level	NOUN
epaa-363	313	9	predicted	predict	VERB
epaa-363	313	10	by	by	ADP
epaa-363	313	11	fixed	fix	VERB
epaa-363	313	12	model	model	NOUN
epaa-363	313	13	mathematics	mathematic	NOUN
epaa-363	313	14	between	between	ADP
epaa-363	313	15	classroom	classroom	NOUN
epaa-363	313	16	within	within	ADP
epaa-363	313	17	classroom	classroom	NOUN
epaa-363	313	18	united	united	PROPN
epaa-363	313	19	states	states	PROPN
epaa-363	313	20	72	72	NUM
epaa-363	313	21	%	%	NOUN
epaa-363	313	22	4	4	NUM
epaa-363	313	23	%	%	NOUN
epaa-363	313	24	france	france	NOUN
epaa-363	313	25	54	54	NUM
epaa-363	313	26	4	4	NUM
epaa-363	313	27	hong	hong	PROPN
epaa-363	313	28	kong	kong	PROPN
epaa-363	313	29	67	67	NUM
epaa-363	313	30	1	1	NUM
epaa-363	313	31	korea	korea	PROPN
epaa-363	313	32	86	86	NUM
epaa-363	313	33	12	12	NUM
epaa-363	313	34	differences	difference	NOUN
epaa-363	313	35	in	in	ADP
epaa-363	313	36	the	the	DET
epaa-363	313	37	strength	strength	NOUN
epaa-363	313	38	of	of	ADP
epaa-363	313	39	prediction	prediction	NOUN
epaa-363	313	40	across	across	ADP
epaa-363	313	41	the	the	DET
epaa-363	313	42	four	four	NUM
epaa-363	313	43	countries	country	NOUN
epaa-363	313	44	therefore	therefore	ADV
epaa-363	313	45	may	may	AUX
epaa-363	313	46	be	be	AUX
epaa-363	313	47	substantively	substantively	ADV
epaa-363	313	48	more	more	ADV
epaa-363	313	49	important	important	ADJ
epaa-363	313	50	than	than	ADP
epaa-363	313	51	differences	difference	NOUN
epaa-363	313	52	in	in	ADP
epaa-363	313	53	parameter	parameter	NOUN
epaa-363	313	54	estimates	estimate	NOUN
epaa-363	313	55	.	.	PUNCT
epaa-363	314	1	one	one	NUM
epaa-363	314	2	striking	striking	ADJ
epaa-363	314	3	difference	difference	NOUN
epaa-363	314	4	in	in	ADP
epaa-363	314	5	prediction	prediction	NOUN
epaa-363	314	6	becomes	become	VERB
epaa-363	314	7	apparent	apparent	ADJ
epaa-363	314	8	when	when	SCONJ
epaa-363	314	9	one	one	PRON
epaa-363	314	10	looks	look	VERB
epaa-363	314	11	at	at	ADP
epaa-363	314	12	the	the	DET
epaa-363	314	13	prediction	prediction	NOUN
epaa-363	314	14	of	of	ADP
epaa-363	314	15	total	total	ADJ
epaa-363	314	16	variance	variance	NOUN
epaa-363	314	17	rather	rather	ADV
epaa-363	314	18	than	than	ADP
epaa-363	314	19	within	within	ADP
epaa-363	314	20	-	-	PUNCT
epaa-363	314	21	level	level	NOUN
epaa-363	314	22	variance	variance	NOUN
epaa-363	314	23	.	.	PUNCT
epaa-363	315	1	in	in	ADP
epaa-363	315	2	the	the	DET
epaa-363	315	3	us	us	PROPN
epaa-363	315	4	and	and	CCONJ
epaa-363	315	5	hong	hong	PROPN
epaa-363	315	6	kong	kong	PROPN
epaa-363	315	7	,	,	PUNCT
epaa-363	315	8	roughly	roughly	ADV
epaa-363	315	9	one	one	NUM
epaa-363	315	10	third	third	NOUN
epaa-363	315	11	of	of	ADP
epaa-363	315	12	the	the	DET
epaa-363	315	13	total	total	ADJ
epaa-363	315	14	variance	variance	NOUN
epaa-363	315	15	is	be	AUX
epaa-363	315	16	predicted	predict	VERB
epaa-363	315	17	by	by	ADP
epaa-363	315	18	the	the	DET
epaa-363	315	19	models	model	NOUN
epaa-363	315	20	,	,	PUNCT
epaa-363	315	21	in	in	ADP
epaa-363	315	22	both	both	DET
epaa-363	315	23	cases	case	NOUN
epaa-363	315	24	largely	largely	ADV
epaa-363	315	25	because	because	SCONJ
epaa-363	315	26	of	of	ADP
epaa-363	315	27	variation	variation	NOUN
epaa-363	315	28	in	in	ADP
epaa-363	315	29	between	between	ADP
epaa-363	315	30	-	-	PUNCT
epaa-363	315	31	classroom	classroom	NOUN
epaa-363	315	32	predictors	predictor	NOUN
epaa-363	315	33	(	(	PUNCT
epaa-363	315	34	table	table	NOUN
epaa-363	315	35	7	7	NUM
epaa-363	315	36	)	)	PUNCT
epaa-363	315	37	.	.	PUNCT
epaa-363	316	1	the	the	DET
epaa-363	316	2	models	model	NOUN
epaa-363	316	3	predict	predict	VERB
epaa-363	316	4	much	much	ADV
epaa-363	316	5	less	less	ADJ
epaa-363	316	6	of	of	ADP
epaa-363	316	7	the	the	DET
epaa-363	316	8	variance	variance	NOUN
epaa-363	316	9	in	in	ADP
epaa-363	316	10	france	france	PROPN
epaa-363	316	11	(	(	PUNCT
epaa-363	316	12	18	18	NUM
epaa-363	316	13	percent	percent	NOUN
epaa-363	316	14	)	)	PUNCT
epaa-363	316	15	and	and	CCONJ
epaa-363	316	16	korea	korea	PROPN
epaa-363	316	17	(	(	PUNCT
epaa-363	316	18	19	19	NUM
epaa-363	316	19	percent	percent	NOUN
epaa-363	316	20	)	)	PUNCT
epaa-363	316	21	.	.	PUNCT
epaa-363	317	1	table	table	NOUN
epaa-363	317	2	7	7	NUM
epaa-363	317	3	percent	percent	NOUN
epaa-363	317	4	of	of	ADP
epaa-363	317	5	total	total	ADJ
epaa-363	317	6	variance	variance	NOUN
epaa-363	317	7	predicted	predict	VERB
epaa-363	317	8	by	by	ADP
epaa-363	317	9	predictors	predictor	NOUN
epaa-363	317	10	at	at	ADP
epaa-363	317	11	each	each	DET
epaa-363	317	12	level	level	NOUN
epaa-363	317	13	,	,	PUNCT
epaa-363	317	14	final	final	ADJ
epaa-363	317	15	models	model	NOUN
epaa-363	317	16	19	19	NUM
epaa-363	317	17	of	of	ADP
epaa-363	317	18	28	28	NUM
epaa-363	317	19	between	between	ADP
epaa-363	317	20	classroom	classroom	NOUN
epaa-363	317	21	within	within	ADP
epaa-363	317	22	classroom	classroom	NOUN
epaa-363	317	23	both	both	DET
epaa-363	317	24	levels	level	NOUN
epaa-363	317	25	united	unite	VERB
epaa-363	317	26	states	states	PROPN
epaa-363	317	27	31	31	NUM
epaa-363	317	28	%	%	NOUN
epaa-363	317	29	2	2	NUM
epaa-363	317	30	%	%	NOUN
epaa-363	317	31	34	34	NUM
epaa-363	317	32	%	%	NOUN
epaa-363	317	33	france	france	PROPN
epaa-363	317	34	14	14	NUM
epaa-363	317	35	3	3	NUM
epaa-363	317	36	18	18	NUM
epaa-363	317	37	hong	hong	PROPN
epaa-363	317	38	kong	kong	PROPN
epaa-363	317	39	31	31	NUM
epaa-363	317	40	1	1	NUM
epaa-363	317	41	32	32	NUM
epaa-363	317	42	korea	korea	NOUN
epaa-363	317	43	7	7	NUM
epaa-363	317	44	12	12	NUM
epaa-363	317	45	19	19	NUM
epaa-363	317	46	note	note	NOUN
epaa-363	317	47	:	:	PUNCT
epaa-363	317	48	entries	entry	NOUN
epaa-363	317	49	may	may	AUX
epaa-363	317	50	not	not	PART
epaa-363	317	51	sum	sum	VERB
epaa-363	317	52	to	to	ADP
epaa-363	317	53	totals	total	NOUN
epaa-363	317	54	because	because	SCONJ
epaa-363	317	55	of	of	ADP
epaa-363	317	56	rounding	round	VERB
epaa-363	317	57	.	.	PUNCT
epaa-363	318	1	the	the	DET
epaa-363	318	2	four	four	NUM
epaa-363	318	3	countries	country	NOUN
epaa-363	318	4	also	also	ADV
epaa-363	318	5	differ	differ	VERB
epaa-363	318	6	in	in	ADP
epaa-363	318	7	terms	term	NOUN
epaa-363	318	8	of	of	ADP
epaa-363	318	9	the	the	DET
epaa-363	318	10	relative	relative	ADJ
epaa-363	318	11	predictive	predictive	ADJ
epaa-363	318	12	power	power	NOUN
epaa-363	318	13	of	of	ADP
epaa-363	318	14	the	the	DET
epaa-363	318	15	models	model	NOUN
epaa-363	318	16	between	between	ADP
epaa-363	318	17	the	the	DET
epaa-363	318	18	student	student	NOUN
epaa-363	318	19	and	and	CCONJ
epaa-363	318	20	classroom	classroom	NOUN
epaa-363	318	21	levels	level	NOUN
epaa-363	318	22	.	.	PUNCT
epaa-363	319	1	again	again	ADV
epaa-363	319	2	,	,	PUNCT
epaa-363	319	3	the	the	DET
epaa-363	319	4	us	us	PROPN
epaa-363	319	5	and	and	CCONJ
epaa-363	319	6	hong	hong	PROPN
epaa-363	319	7	kong	kong	PROPN
epaa-363	319	8	are	be	AUX
epaa-363	319	9	very	very	ADV
epaa-363	319	10	similar	similar	ADJ
epaa-363	319	11	:	:	PUNCT
epaa-363	319	12	almost	almost	ADV
epaa-363	319	13	all	all	PRON
epaa-363	319	14	of	of	ADP
epaa-363	319	15	the	the	DET
epaa-363	319	16	predicted	predict	VERB
epaa-363	319	17	variance	variance	NOUN
epaa-363	319	18	in	in	ADP
epaa-363	319	19	each	each	DET
epaa-363	319	20	country	country	NOUN
epaa-363	319	21	is	be	AUX
epaa-363	319	22	attributable	attributable	ADJ
epaa-363	319	23	to	to	ADP
epaa-363	319	24	between	between	ADP
epaa-363	319	25	-	-	PUNCT
epaa-363	319	26	classroom	classroom	NOUN
epaa-363	319	27	variation	variation	NOUN
epaa-363	319	28	in	in	ADP
epaa-363	319	29	the	the	DET
epaa-363	319	30	predictors	predictor	NOUN
epaa-363	319	31	(	(	PUNCT
epaa-363	319	32	table	table	NOUN
epaa-363	319	33	7	7	NUM
epaa-363	319	34	)	)	PUNCT
epaa-363	319	35	.	.	PUNCT
epaa-363	320	1	france	france	PROPN
epaa-363	320	2	and	and	CCONJ
epaa-363	320	3	korea	korea	PROPN
epaa-363	320	4	,	,	PUNCT
epaa-363	320	5	however	however	ADV
epaa-363	320	6	,	,	PUNCT
epaa-363	320	7	differ	differ	VERB
epaa-363	320	8	in	in	ADP
epaa-363	320	9	this	this	DET
epaa-363	320	10	respect	respect	NOUN
epaa-363	320	11	,	,	PUNCT
epaa-363	320	12	even	even	ADV
epaa-363	320	13	though	though	SCONJ
epaa-363	320	14	the	the	DET
epaa-363	320	15	percentage	percentage	NOUN
epaa-363	320	16	of	of	ADP
epaa-363	320	17	total	total	ADJ
epaa-363	320	18	variance	variance	NOUN
epaa-363	320	19	predicted	predict	VERB
epaa-363	320	20	at	at	ADP
epaa-363	320	21	both	both	DET
epaa-363	320	22	levels	level	NOUN
epaa-363	320	23	is	be	AUX
epaa-363	320	24	nearly	nearly	ADV
epaa-363	320	25	identical	identical	ADJ
epaa-363	320	26	in	in	ADP
epaa-363	320	27	the	the	DET
epaa-363	320	28	two	two	NUM
epaa-363	320	29	countries	country	NOUN
epaa-363	320	30	.	.	PUNCT
epaa-363	321	1	in	in	ADP
epaa-363	321	2	france	france	PROPN
epaa-363	321	3	,	,	PUNCT
epaa-363	321	4	most	most	ADJ
epaa-363	321	5	of	of	ADP
epaa-363	321	6	the	the	DET
epaa-363	321	7	predicted	predict	VERB
epaa-363	321	8	variance	variance	NOUN
epaa-363	321	9	is	be	AUX
epaa-363	321	10	attributable	attributable	ADJ
epaa-363	321	11	to	to	ADP
epaa-363	321	12	the	the	DET
epaa-363	321	13	classroom	classroom	NOUN
epaa-363	321	14	-	-	PUNCT
epaa-363	321	15	level	level	NOUN
epaa-363	321	16	predictors	predictor	NOUN
epaa-363	321	17	,	,	PUNCT
epaa-363	321	18	and	and	CCONJ
epaa-363	321	19	france	france	PROPN
epaa-363	321	20	differs	differ	VERB
epaa-363	321	21	from	from	ADP
epaa-363	321	22	the	the	DET
epaa-363	321	23	us	us	PROPN
epaa-363	321	24	and	and	CCONJ
epaa-363	321	25	hong	hong	PROPN
epaa-363	321	26	kong	kong	PROPN
epaa-363	321	27	in	in	SCONJ
epaa-363	321	28	that	that	SCONJ
epaa-363	321	29	the	the	DET
epaa-363	321	30	prediction	prediction	NOUN
epaa-363	321	31	is	be	AUX
epaa-363	321	32	much	much	ADV
epaa-363	321	33	weaker	weak	ADJ
epaa-363	321	34	at	at	ADP
epaa-363	321	35	the	the	DET
epaa-363	321	36	classroom	classroom	NOUN
epaa-363	321	37	level	level	NOUN
epaa-363	321	38	.	.	PUNCT
epaa-363	322	1	in	in	ADP
epaa-363	322	2	korea	korea	PROPN
epaa-363	322	3	,	,	PUNCT
epaa-363	322	4	in	in	ADP
epaa-363	322	5	contrast	contrast	NOUN
epaa-363	322	6	to	to	ADP
epaa-363	322	7	all	all	DET
epaa-363	322	8	three	three	NUM
epaa-363	322	9	other	other	ADJ
epaa-363	322	10	countries	country	NOUN
epaa-363	322	11	,	,	PUNCT
epaa-363	322	12	more	more	ADJ
epaa-363	322	13	of	of	ADP
epaa-363	322	14	the	the	DET
epaa-363	322	15	total	total	ADJ
epaa-363	322	16	prediction	prediction	NOUN
epaa-363	322	17	is	be	AUX
epaa-363	322	18	due	due	ADJ
epaa-363	322	19	to	to	ADP
epaa-363	322	20	within	within	ADP
epaa-363	322	21	-	-	PUNCT
epaa-363	322	22	classroom	classroom	NOUN
epaa-363	322	23	variation	variation	NOUN
epaa-363	322	24	in	in	ADP
epaa-363	322	25	predictors	predictor	NOUN
epaa-363	322	26	.	.	PUNCT
epaa-363	323	1	this	this	PRON
epaa-363	323	2	can	can	AUX
epaa-363	323	3	be	be	AUX
epaa-363	323	4	seen	see	VERB
epaa-363	323	5	as	as	ADP
epaa-363	323	6	a	a	DET
epaa-363	323	7	reflection	reflection	NOUN
epaa-363	323	8	of	of	ADP
epaa-363	323	9	two	two	NUM
epaa-363	323	10	factors	factor	NOUN
epaa-363	323	11	.	.	PUNCT
epaa-363	324	1	first	first	ADV
epaa-363	324	2	,	,	PUNCT
epaa-363	324	3	even	even	ADV
epaa-363	324	4	though	though	SCONJ
epaa-363	324	5	the	the	DET
epaa-363	324	6	model	model	NOUN
epaa-363	324	7	predicted	predict	VERB
epaa-363	324	8	only	only	ADV
epaa-363	324	9	a	a	DET
epaa-363	324	10	modest	modest	ADJ
epaa-363	324	11	percentage	percentage	NOUN
epaa-363	324	12	of	of	ADP
epaa-363	324	13	the	the	DET
epaa-363	324	14	within	within	ADP
epaa-363	324	15	-	-	PUNCT
epaa-363	324	16	classroom	classroom	NOUN
epaa-363	324	17	variance	variance	NOUN
epaa-363	324	18	in	in	ADP
epaa-363	324	19	korea	korea	PROPN
epaa-363	324	20	,	,	PUNCT
epaa-363	324	21	the	the	DET
epaa-363	324	22	predicted	predict	VERB
epaa-363	324	23	percentage	percentage	NOUN
epaa-363	324	24	was	be	AUX
epaa-363	324	25	considerably	considerably	ADV
epaa-363	324	26	larger	large	ADJ
epaa-363	324	27	than	than	ADP
epaa-363	324	28	in	in	ADP
epaa-363	324	29	the	the	DET
epaa-363	324	30	other	other	ADJ
epaa-363	324	31	three	three	NUM
epaa-363	324	32	countries	country	NOUN
epaa-363	324	33	.	.	PUNCT
epaa-363	325	1	second	second	ADJ
epaa-363	325	2	,	,	PUNCT
epaa-363	325	3	a	a	DET
epaa-363	325	4	larger	large	ADJ
epaa-363	325	5	percentage	percentage	NOUN
epaa-363	325	6	of	of	ADP
epaa-363	325	7	the	the	DET
epaa-363	325	8	total	total	ADJ
epaa-363	325	9	variance	variance	NOUN
epaa-363	325	10	lies	lie	VERB
epaa-363	325	11	within	within	ADP
epaa-363	325	12	classrooms	classroom	NOUN
epaa-363	325	13	in	in	ADP
epaa-363	325	14	korea	korea	PROPN
epaa-363	325	15	(	(	PUNCT
epaa-363	325	16	93	93	NUM
epaa-363	325	17	percent	percent	NOUN
epaa-363	325	18	)	)	PUNCT
epaa-363	325	19	than	than	ADP
epaa-363	325	20	in	in	ADP
epaa-363	325	21	france	france	PROPN
epaa-363	325	22	(	(	PUNCT
epaa-363	325	23	76	76	NUM
epaa-363	325	24	percent	percent	NOUN
epaa-363	325	25	)	)	PUNCT
epaa-363	325	26	,	,	PUNCT
epaa-363	325	27	the	the	DET
epaa-363	325	28	us	us	PROPN
epaa-363	325	29	(	(	PUNCT
epaa-363	325	30	59	59	NUM
epaa-363	325	31	percent	percent	NOUN
epaa-363	325	32	)	)	PUNCT
epaa-363	325	33	,	,	PUNCT
epaa-363	325	34	or	or	CCONJ
epaa-363	325	35	hong	hong	PROPN
epaa-363	325	36	kong	kong	PROPN
epaa-363	325	37	(	(	PUNCT
epaa-363	325	38	55	55	NUM
epaa-363	325	39	percent	percent	NOUN
epaa-363	325	40	)	)	PUNCT
epaa-363	325	41	.	.	PUNCT
epaa-363	326	1	the	the	DET
epaa-363	326	2	product	product	NOUN
epaa-363	326	3	of	of	ADP
epaa-363	326	4	these	these	DET
epaa-363	326	5	two	two	NUM
epaa-363	326	6	percentages	percentage	NOUN
epaa-363	326	7	,	,	PUNCT
epaa-363	326	8	which	which	PRON
epaa-363	326	9	is	be	AUX
epaa-363	326	10	the	the	DET
epaa-363	326	11	percent	percent	NOUN
epaa-363	326	12	of	of	ADP
epaa-363	326	13	total	total	ADJ
epaa-363	326	14	variance	variance	NOUN
epaa-363	326	15	predicted	predict	VERB
epaa-363	326	16	by	by	ADP
epaa-363	326	17	within	within	ADP
epaa-363	326	18	-	-	PUNCT
epaa-363	326	19	classroom	classroom	NOUN
epaa-363	326	20	predictors	predictor	NOUN
epaa-363	326	21	,	,	PUNCT
epaa-363	326	22	is	be	AUX
epaa-363	326	23	therefore	therefore	ADV
epaa-363	326	24	much	much	ADV
epaa-363	326	25	larger	large	ADJ
epaa-363	326	26	in	in	ADP
epaa-363	326	27	korea	korea	PROPN
epaa-363	326	28	than	than	ADP
epaa-363	326	29	in	in	ADP
epaa-363	326	30	the	the	DET
epaa-363	326	31	other	other	ADJ
epaa-363	326	32	countries	country	NOUN
epaa-363	326	33	.	.	PUNCT
epaa-363	327	1	there	there	PRON
epaa-363	327	2	are	be	VERB
epaa-363	327	3	several	several	ADJ
epaa-363	327	4	possible	possible	ADJ
epaa-363	327	5	non	non	ADJ
epaa-363	327	6	-	-	ADJ
epaa-363	327	7	exclusive	exclusive	ADJ
epaa-363	327	8	explanations	explanation	NOUN
epaa-363	327	9	for	for	ADP
epaa-363	327	10	these	these	DET
epaa-363	327	11	cross	cross	ADJ
epaa-363	327	12	-	-	ADJ
epaa-363	327	13	national	national	ADJ
epaa-363	327	14	differences	difference	NOUN
epaa-363	327	15	in	in	ADP
epaa-363	327	16	predicted	predict	VERB
epaa-363	327	17	variance	variance	NOUN
epaa-363	327	18	.	.	PUNCT
epaa-363	328	1	first	first	ADV
epaa-363	328	2	,	,	PUNCT
epaa-363	328	3	the	the	DET
epaa-363	328	4	fixed	fix	VERB
epaa-363	328	5	model	model	NOUN
epaa-363	328	6	and	and	CCONJ
epaa-363	328	7	our	our	PRON
epaa-363	328	8	final	final	ADJ
epaa-363	328	9	models	model	NOUN
epaa-363	328	10	may	may	AUX
epaa-363	328	11	be	be	AUX
epaa-363	328	12	a	a	DET
epaa-363	328	13	better	well	ADJ
epaa-363	328	14	selection	selection	NOUN
epaa-363	328	15	of	of	ADP
epaa-363	328	16	variables	variable	NOUN
epaa-363	328	17	for	for	ADP
epaa-363	328	18	some	some	DET
epaa-363	328	19	countries	country	NOUN
epaa-363	328	20	than	than	ADP
epaa-363	328	21	for	for	ADP
epaa-363	328	22	others	other	NOUN
epaa-363	328	23	.	.	PUNCT
epaa-363	329	1	changing	change	VERB
epaa-363	329	2	to	to	ADP
epaa-363	329	3	a	a	DET
epaa-363	329	4	fixed	fix	VERB
epaa-363	329	5	set	set	NOUN
epaa-363	329	6	of	of	ADP
epaa-363	329	7	variables	variable	NOUN
epaa-363	329	8	drawing	draw	VERB
epaa-363	329	9	from	from	ADP
epaa-363	329	10	the	the	DET
epaa-363	329	11	variables	variable	NOUN
epaa-363	329	12	in	in	ADP
epaa-363	329	13	our	our	PRON
epaa-363	329	14	set	set	NOUN
epaa-363	329	15	did	do	AUX
epaa-363	329	16	not	not	PART
epaa-363	329	17	have	have	VERB
epaa-363	329	18	much	much	ADJ
epaa-363	329	19	of	of	ADP
epaa-363	329	20	an	an	DET
epaa-363	329	21	impact	impact	NOUN
epaa-363	329	22	,	,	PUNCT
epaa-363	329	23	but	but	CCONJ
epaa-363	329	24	it	it	PRON
epaa-363	329	25	is	be	AUX
epaa-363	329	26	possible	possible	ADJ
epaa-363	329	27	that	that	SCONJ
epaa-363	329	28	including	include	VERB
epaa-363	329	29	other	other	ADJ
epaa-363	329	30	variables	variable	NOUN
epaa-363	329	31	would	would	AUX
epaa-363	329	32	have	have	VERB
epaa-363	329	33	.	.	PUNCT
epaa-363	330	1	second	second	ADV
epaa-363	330	2	,	,	PUNCT
epaa-363	330	3	taking	take	VERB
epaa-363	330	4	our	our	PRON
epaa-363	330	5	models	model	NOUN
epaa-363	330	6	as	as	ADP
epaa-363	330	7	a	a	DET
epaa-363	330	8	given	give	VERB
epaa-363	330	9	,	,	PUNCT
epaa-363	330	10	stronger	strong	ADJ
epaa-363	330	11	prediction	prediction	NOUN
epaa-363	330	12	in	in	ADP
epaa-363	330	13	one	one	NUM
epaa-363	330	14	country	country	NOUN
epaa-363	330	15	than	than	ADP
epaa-363	330	16	in	in	ADP
epaa-363	330	17	another	another	PRON
epaa-363	330	18	could	could	AUX
epaa-363	330	19	stem	stem	VERB
epaa-363	330	20	from	from	ADP
epaa-363	330	21	larger	large	ADJ
epaa-363	330	22	estimated	estimate	VERB
epaa-363	330	23	effects	effect	NOUN
epaa-363	330	24	of	of	ADP
epaa-363	330	25	some	some	DET
epaa-363	330	26	variables	variable	NOUN
epaa-363	330	27	in	in	ADP
epaa-363	330	28	the	the	DET
epaa-363	330	29	model	model	NOUN
epaa-363	330	30	,	,	PUNCT
epaa-363	330	31	greater	great	ADJ
epaa-363	330	32	variability	variability	NOUN
epaa-363	330	33	in	in	ADP
epaa-363	330	34	the	the	DET
epaa-363	330	35	predictors	predictor	NOUN
epaa-363	330	36	themselves	themselves	PRON
epaa-363	330	37	,	,	PUNCT
epaa-363	330	38	or	or	CCONJ
epaa-363	330	39	both	both	PRON
epaa-363	330	40	.	.	PUNCT
epaa-363	331	1	stronger	strong	ADJ
epaa-363	331	2	prediction	prediction	NOUN
epaa-363	331	3	of	of	ADP
epaa-363	331	4	scores	score	NOUN
epaa-363	331	5	could	could	AUX
epaa-363	331	6	reflect	reflect	VERB
epaa-363	331	7	stronger	strong	ADJ
epaa-363	331	8	partial	partial	ADJ
epaa-363	331	9	relationships	relationship	NOUN
epaa-363	331	10	,	,	PUNCT
epaa-363	331	11	greater	great	ADJ
epaa-363	331	12	variance	variance	NOUN
epaa-363	331	13	in	in	ADP
epaa-363	331	14	the	the	DET
epaa-363	331	15	predictors	predictor	NOUN
epaa-363	331	16	themselves	themselves	PRON
epaa-363	331	17	,	,	PUNCT
epaa-363	331	18	or	or	CCONJ
epaa-363	331	19	both	both	PRON
epaa-363	331	20	.	.	PUNCT
epaa-363	332	1	to	to	PART
epaa-363	332	2	explore	explore	VERB
epaa-363	332	3	this	this	PRON
epaa-363	332	4	,	,	PUNCT
epaa-363	332	5	we	we	PRON
epaa-363	332	6	partitioned	partition	VERB
epaa-363	332	7	the	the	DET
epaa-363	332	8	variance	variance	NOUN
epaa-363	332	9	in	in	ADP
epaa-363	332	10	the	the	DET
epaa-363	332	11	predictors	predictor	NOUN
epaa-363	332	12	themselves	themselves	PRON
epaa-363	332	13	into	into	ADP
epaa-363	332	14	withinand	withinand	NOUN
epaa-363	332	15	between	between	ADP
epaa-363	332	16	classroom	classroom	NOUN
epaa-363	332	17	components	component	NOUN
epaa-363	332	18	.	.	PUNCT
epaa-363	333	1	we	we	PRON
epaa-363	333	2	then	then	ADV
epaa-363	333	3	compared	compare	VERB
epaa-363	333	4	the	the	DET
epaa-363	333	5	amount	amount	NOUN
epaa-363	333	6	of	of	ADP
epaa-363	333	7	variance	variance	NOUN
epaa-363	333	8	in	in	ADP
epaa-363	333	9	the	the	DET
epaa-363	333	10	predictors	predictor	NOUN
epaa-363	333	11	to	to	ADP
epaa-363	333	12	the	the	DET
epaa-363	333	13	amount	amount	NOUN
epaa-363	333	14	of	of	ADP
epaa-363	333	15	predicted	predict	VERB
epaa-363	333	16	variance	variance	NOUN
epaa-363	333	17	in	in	ADP
epaa-363	333	18	scores	score	NOUN
epaa-363	333	19	.	.	PUNCT
epaa-363	334	1	the	the	DET
epaa-363	334	2	greater	great	ADJ
epaa-363	334	3	prediction	prediction	NOUN
epaa-363	334	4	of	of	ADP
epaa-363	334	5	score	score	NOUN
epaa-363	334	6	variance	variance	NOUN
epaa-363	334	7	within	within	ADP
epaa-363	334	8	classrooms	classroom	NOUN
epaa-363	334	9	in	in	ADP
epaa-363	334	10	korea	korea	PROPN
epaa-363	334	11	compared	compare	VERB
epaa-363	334	12	to	to	ADP
epaa-363	334	13	the	the	DET
epaa-363	334	14	us	us	PROPN
epaa-363	334	15	appears	appear	VERB
epaa-363	334	16	not	not	PART
epaa-363	334	17	to	to	PART
epaa-363	334	18	stem	stem	VERB
epaa-363	334	19	from	from	ADP
epaa-363	334	20	differences	difference	NOUN
epaa-363	334	21	in	in	ADP
epaa-363	334	22	the	the	DET
epaa-363	334	23	variability	variability	NOUN
epaa-363	334	24	of	of	ADP
epaa-363	334	25	predictors	predictor	NOUN
epaa-363	334	26	.	.	PUNCT
epaa-363	335	1	within	within	ADP
epaa-363	335	2	classrooms	classroom	NOUN
epaa-363	335	3	,	,	PUNCT
epaa-363	335	4	all	all	PRON
epaa-363	335	5	of	of	ADP
epaa-363	335	6	the	the	DET
epaa-363	335	7	predictors	predictor	NOUN
epaa-363	335	8	other	other	ADJ
epaa-363	335	9	than	than	ADP
epaa-363	335	10	age	age	NOUN
epaa-363	335	11	(	(	PUNCT
epaa-363	335	12	which	which	PRON
epaa-363	335	13	matters	matter	VERB
epaa-363	335	14	less	less	ADV
epaa-363	335	15	because	because	SCONJ
epaa-363	335	16	it	it	PRON
epaa-363	335	17	is	be	AUX
epaa-363	335	18	a	a	DET
epaa-363	335	19	weak	weak	ADJ
epaa-363	335	20	predictor	predictor	NOUN
epaa-363	335	21	of	of	ADP
epaa-363	335	22	scores	score	NOUN
epaa-363	335	23	)	)	PUNCT
epaa-363	335	24	showed	show	VERB
epaa-363	335	25	roughly	roughly	ADV
epaa-363	335	26	similar	similar	ADJ
epaa-363	335	27	variance	variance	NOUN
epaa-363	335	28	in	in	ADP
epaa-363	335	29	the	the	DET
epaa-363	335	30	us	us	PROPN
epaa-363	335	31	and	and	CCONJ
epaa-363	335	32	korea	korea	PROPN
epaa-363	335	33	.	.	PUNCT
epaa-363	336	1	this	this	PRON
epaa-363	336	2	,	,	PUNCT
epaa-363	336	3	in	in	ADP
epaa-363	336	4	conjunction	conjunction	NOUN
epaa-363	336	5	with	with	ADP
epaa-363	336	6	the	the	DET
epaa-363	336	7	larger	large	ADJ
epaa-363	336	8	parameter	parameter	NOUN
epaa-363	336	9	estimates	estimate	NOUN
epaa-363	336	10	reported	report	VERB
epaa-363	336	11	for	for	ADP
epaa-363	336	12	korea	korea	PROPN
epaa-363	336	13	earlier	early	ADV
epaa-363	336	14	,	,	PUNCT
epaa-363	336	15	indicate	indicate	VERB
epaa-363	336	16	that	that	SCONJ
epaa-363	336	17	the	the	DET
epaa-363	336	18	stronger	strong	ADJ
epaa-363	336	19	within	within	ADP
epaa-363	336	20	-	-	PUNCT
epaa-363	336	21	classroom	classroom	NOUN
epaa-363	336	22	prediction	prediction	NOUN
epaa-363	336	23	in	in	ADP
epaa-363	336	24	korea	korea	PROPN
epaa-363	336	25	stems	stem	VERB
epaa-363	336	26	from	from	ADP
epaa-363	336	27	stronger	strong	ADJ
epaa-363	336	28	partial	partial	ADJ
epaa-363	336	29	relationships	relationship	NOUN
epaa-363	336	30	within	within	ADP
epaa-363	336	31	classrooms	classroom	NOUN
epaa-363	336	32	between	between	ADP
epaa-363	336	33	background	background	NOUN
epaa-363	336	34	variables	variable	NOUN
epaa-363	336	35	and	and	CCONJ
epaa-363	336	36	scores	score	NOUN
epaa-363	336	37	.	.	PUNCT
epaa-363	337	1	the	the	DET
epaa-363	337	2	contribution	contribution	NOUN
epaa-363	337	3	of	of	ADP
epaa-363	337	4	predictor	predictor	NOUN
epaa-363	337	5	variance	variance	NOUN
epaa-363	337	6	to	to	ADP
epaa-363	337	7	the	the	DET
epaa-363	337	8	difference	difference	NOUN
epaa-363	337	9	between	between	ADP
epaa-363	337	10	france	france	PROPN
epaa-363	337	11	and	and	CCONJ
epaa-363	337	12	the	the	DET
epaa-363	337	13	us	us	PROPN
epaa-363	337	14	in	in	ADP
epaa-363	337	15	the	the	DET
epaa-363	337	16	prediction	prediction	NOUN
epaa-363	337	17	of	of	ADP
epaa-363	337	18	between	between	ADP
epaa-363	337	19	-	-	PUNCT
epaa-363	337	20	classroom	classroom	NOUN
epaa-363	337	21	score	score	NOUN
epaa-363	337	22	variance	variance	NOUN
epaa-363	337	23	,	,	PUNCT
epaa-363	337	24	however	however	ADV
epaa-363	337	25	,	,	PUNCT
epaa-363	337	26	is	be	AUX
epaa-363	337	27	ambiguous	ambiguous	ADJ
epaa-363	337	28	.	.	PUNCT
epaa-363	338	1	france	france	PROPN
epaa-363	338	2	shows	show	VERB
epaa-363	338	3	less	less	ADJ
epaa-363	338	4	between	between	ADP
epaa-363	338	5	-	-	PUNCT
epaa-363	338	6	classroom	classroom	NOUN
epaa-363	338	7	variance	variance	NOUN
epaa-363	338	8	in	in	ADP
epaa-363	338	9	two	two	NUM
epaa-363	338	10	predictors	predictor	NOUN
epaa-363	338	11	,	,	PUNCT
epaa-363	338	12	number	number	NOUN
epaa-363	338	13	of	of	ADP
epaa-363	338	14	books	book	NOUN
epaa-363	338	15	and	and	CCONJ
epaa-363	338	16	20	20	NUM
epaa-363	338	17	of	of	ADP
epaa-363	338	18	28	28	NUM
epaa-363	338	19	computer	computer	NOUN
epaa-363	338	20	present	present	ADJ
epaa-363	338	21	,	,	PUNCT
epaa-363	338	22	and	and	CCONJ
epaa-363	338	23	the	the	DET
epaa-363	338	24	former	former	ADJ
epaa-363	338	25	is	be	AUX
epaa-363	338	26	a	a	DET
epaa-363	338	27	relatively	relatively	ADV
epaa-363	338	28	powerful	powerful	ADJ
epaa-363	338	29	predictor	predictor	NOUN
epaa-363	338	30	of	of	ADP
epaa-363	338	31	score	score	NOUN
epaa-363	338	32	variance	variance	NOUN
epaa-363	338	33	in	in	ADP
epaa-363	338	34	france	france	PROPN
epaa-363	338	35	.	.	PUNCT
epaa-363	339	1	on	on	ADP
epaa-363	339	2	the	the	DET
epaa-363	339	3	other	other	ADJ
epaa-363	339	4	hand	hand	NOUN
epaa-363	339	5	,	,	PUNCT
epaa-363	339	6	france	france	PROPN
epaa-363	339	7	shows	show	VERB
epaa-363	339	8	much	much	ADV
epaa-363	339	9	more	more	ADJ
epaa-363	339	10	between	between	ADP
epaa-363	339	11	-	-	PUNCT
epaa-363	339	12	classroom	classroom	NOUN
epaa-363	339	13	variance	variance	NOUN
epaa-363	339	14	in	in	ADP
epaa-363	339	15	age	age	NOUN
epaa-363	339	16	,	,	PUNCT
epaa-363	339	17	and	and	CCONJ
epaa-363	339	18	age	age	NOUN
epaa-363	339	19	is	be	AUX
epaa-363	339	20	also	also	ADV
epaa-363	339	21	a	a	DET
epaa-363	339	22	strong	strong	ADJ
epaa-363	339	23	predictor	predictor	NOUN
epaa-363	339	24	of	of	ADP
epaa-363	339	25	score	score	NOUN
epaa-363	339	26	variance	variance	NOUN
epaa-363	339	27	.	.	PUNCT
epaa-363	340	1	recall	recall	VERB
epaa-363	340	2	that	that	SCONJ
epaa-363	340	3	although	although	SCONJ
epaa-363	340	4	hong	hong	PROPN
epaa-363	340	5	kong	kong	PROPN
epaa-363	340	6	is	be	AUX
epaa-363	340	7	similar	similar	ADJ
epaa-363	340	8	to	to	ADP
epaa-363	340	9	japan	japan	PROPN
epaa-363	340	10	and	and	CCONJ
epaa-363	340	11	korea	korea	PROPN
epaa-363	340	12	in	in	ADP
epaa-363	340	13	terms	term	NOUN
epaa-363	340	14	of	of	ADP
epaa-363	340	15	its	its	PRON
epaa-363	340	16	overall	overall	ADJ
epaa-363	340	17	mean	mean	NOUN
epaa-363	340	18	and	and	CCONJ
epaa-363	340	19	standard	standard	ADJ
epaa-363	340	20	deviation	deviation	NOUN
epaa-363	340	21	,	,	PUNCT
epaa-363	340	22	it	it	PRON
epaa-363	340	23	is	be	AUX
epaa-363	340	24	similar	similar	ADJ
epaa-363	340	25	to	to	ADP
epaa-363	340	26	the	the	DET
epaa-363	340	27	us	us	PROPN
epaa-363	340	28	–	–	PUNCT
epaa-363	340	29	and	and	CCONJ
epaa-363	340	30	strikingly	strikingly	ADV
epaa-363	340	31	different	different	ADJ
epaa-363	340	32	from	from	ADP
epaa-363	340	33	japan	japan	PROPN
epaa-363	340	34	and	and	CCONJ
epaa-363	340	35	korea	korea	PROPN
epaa-363	340	36	–	–	PUNCT
epaa-363	340	37	in	in	ADP
epaa-363	340	38	terms	term	NOUN
epaa-363	340	39	of	of	ADP
epaa-363	340	40	the	the	DET
epaa-363	340	41	decomposition	decomposition	NOUN
epaa-363	340	42	of	of	ADP
epaa-363	340	43	variance	variance	NOUN
epaa-363	340	44	into	into	ADP
epaa-363	340	45	withinand	withinand	NOUN
epaa-363	340	46	between	between	ADP
epaa-363	340	47	-	-	PUNCT
epaa-363	340	48	school	school	NOUN
epaa-363	340	49	components	component	NOUN
epaa-363	340	50	.	.	PUNCT
epaa-363	341	1	hong	hong	PROPN
epaa-363	341	2	kong	kong	PROPN
epaa-363	341	3	is	be	AUX
epaa-363	341	4	also	also	ADV
epaa-363	341	5	very	very	ADV
epaa-363	341	6	similar	similar	ADJ
epaa-363	341	7	to	to	ADP
epaa-363	341	8	the	the	DET
epaa-363	341	9	us	us	PROPN
epaa-363	341	10	in	in	ADP
epaa-363	341	11	terms	term	NOUN
epaa-363	341	12	of	of	ADP
epaa-363	341	13	the	the	DET
epaa-363	341	14	predictive	predictive	ADJ
epaa-363	341	15	power	power	NOUN
epaa-363	341	16	of	of	ADP
epaa-363	341	17	the	the	DET
epaa-363	341	18	models	model	NOUN
epaa-363	341	19	both	both	CCONJ
epaa-363	341	20	within	within	ADP
epaa-363	341	21	and	and	CCONJ
epaa-363	341	22	between	between	ADP
epaa-363	341	23	classrooms	classroom	NOUN
epaa-363	341	24	.	.	PUNCT
epaa-363	342	1	hong	hong	PROPN
epaa-363	342	2	kong	kong	PROPN
epaa-363	342	3	and	and	CCONJ
epaa-363	342	4	the	the	DET
epaa-363	342	5	us	us	PROPN
epaa-363	342	6	are	be	AUX
epaa-363	342	7	also	also	ADV
epaa-363	342	8	similar	similar	ADJ
epaa-363	342	9	in	in	ADP
epaa-363	342	10	terms	term	NOUN
epaa-363	342	11	of	of	ADP
epaa-363	342	12	the	the	DET
epaa-363	342	13	withinand	withinand	NOUN
epaa-363	342	14	between	between	ADP
epaa-363	342	15	-	-	PUNCT
epaa-363	342	16	classroom	classroom	NOUN
epaa-363	342	17	variance	variance	NOUN
epaa-363	342	18	of	of	ADP
epaa-363	342	19	the	the	DET
epaa-363	342	20	predictors	predictor	NOUN
epaa-363	342	21	themselves	themselves	PRON
epaa-363	342	22	,	,	PUNCT
epaa-363	342	23	with	with	ADP
epaa-363	342	24	the	the	DET
epaa-363	342	25	exception	exception	NOUN
epaa-363	342	26	of	of	ADP
epaa-363	342	27	age	age	NOUN
epaa-363	342	28	.	.	PUNCT
epaa-363	343	1	conclusions	conclusion	NOUN
epaa-363	343	2	this	this	DET
epaa-363	343	3	study	study	NOUN
epaa-363	343	4	was	be	AUX
epaa-363	343	5	prompted	prompt	VERB
epaa-363	343	6	in	in	ADP
epaa-363	343	7	part	part	NOUN
epaa-363	343	8	by	by	ADP
epaa-363	343	9	a	a	DET
epaa-363	343	10	widespread	widespread	ADJ
epaa-363	343	11	view	view	NOUN
epaa-363	343	12	that	that	SCONJ
epaa-363	343	13	performance	performance	NOUN
epaa-363	343	14	variance	variance	NOUN
epaa-363	343	15	in	in	ADP
epaa-363	343	16	the	the	DET
epaa-363	343	17	us	us	PROPN
epaa-363	343	18	is	be	AUX
epaa-363	343	19	unusual	unusual	ADJ
epaa-363	343	20	.	.	PUNCT
epaa-363	344	1	this	this	DET
epaa-363	344	2	view	view	NOUN
epaa-363	344	3	has	have	AUX
epaa-363	344	4	sometimes	sometimes	ADV
epaa-363	344	5	been	be	AUX
epaa-363	344	6	made	make	VERB
epaa-363	344	7	explicit	explicit	ADJ
epaa-363	344	8	–	–	PUNCT
epaa-363	344	9	for	for	ADP
epaa-363	344	10	example	example	NOUN
epaa-363	344	11	,	,	PUNCT
epaa-363	344	12	in	in	ADP
epaa-363	344	13	berliner	berliner	NOUN
epaa-363	344	14	and	and	CCONJ
epaa-363	344	15	biddle	biddle	PROPN
epaa-363	344	16	's	's	PART
epaa-363	344	17	assertion	assertion	NOUN
epaa-363	344	18	that	that	SCONJ
epaa-363	344	19	"	"	PUNCT
epaa-363	344	20	the	the	DET
epaa-363	344	21	achievement	achievement	NOUN
epaa-363	344	22	of	of	ADP
epaa-363	344	23	american	american	PROPN
epaa-363	344	24	schools	school	NOUN
epaa-363	344	25	is	be	AUX
epaa-363	344	26	a	a	DET
epaa-363	344	27	lot	lot	NOUN
epaa-363	344	28	more	more	ADJ
epaa-363	344	29	variable	variable	ADJ
epaa-363	344	30	than	than	SCONJ
epaa-363	344	31	is	be	AUX
epaa-363	344	32	student	student	NOUN
epaa-363	344	33	achievement	achievement	NOUN
epaa-363	344	34	from	from	ADP
epaa-363	344	35	elsewhere	elsewhere	ADV
epaa-363	344	36	"	"	PUNCT
epaa-363	344	37	(	(	PUNCT
epaa-363	344	38	1995	1995	NUM
epaa-363	344	39	,	,	PUNCT
epaa-363	344	40	p.	p.	NOUN
epaa-363	344	41	58	58	NUM
epaa-363	344	42	)	)	PUNCT
epaa-363	344	43	.	.	PUNCT
epaa-363	345	1	in	in	ADP
epaa-363	345	2	other	other	ADJ
epaa-363	345	3	instances	instance	NOUN
epaa-363	345	4	,	,	PUNCT
epaa-363	345	5	this	this	DET
epaa-363	345	6	view	view	NOUN
epaa-363	345	7	of	of	ADP
epaa-363	345	8	variability	variability	NOUN
epaa-363	345	9	is	be	AUX
epaa-363	345	10	implicit	implicit	ADJ
epaa-363	345	11	,	,	PUNCT
epaa-363	345	12	as	as	ADP
epaa-363	345	13	when	when	SCONJ
epaa-363	345	14	the	the	DET
epaa-363	345	15	scores	score	NOUN
epaa-363	345	16	for	for	ADP
epaa-363	345	17	us	us	PROPN
epaa-363	345	18	states	state	NOUN
epaa-363	345	19	or	or	CCONJ
epaa-363	345	20	districts	district	NOUN
epaa-363	345	21	are	be	AUX
epaa-363	345	22	compared	compare	VERB
epaa-363	345	23	to	to	ADP
epaa-363	345	24	national	national	ADJ
epaa-363	345	25	averages	average	NOUN
epaa-363	345	26	from	from	ADP
epaa-363	345	27	other	other	ADJ
epaa-363	345	28	countries	country	NOUN
epaa-363	345	29	.	.	PUNCT
epaa-363	346	1	in	in	ADP
epaa-363	346	2	response	response	NOUN
epaa-363	346	3	,	,	PUNCT
epaa-363	346	4	we	we	PRON
epaa-363	346	5	asked	ask	VERB
epaa-363	346	6	whether	whether	SCONJ
epaa-363	346	7	the	the	DET
epaa-363	346	8	distribution	distribution	NOUN
epaa-363	346	9	of	of	ADP
epaa-363	346	10	performance	performance	NOUN
epaa-363	346	11	in	in	ADP
epaa-363	346	12	the	the	DET
epaa-363	346	13	us	us	PROPN
epaa-363	346	14	is	be	AUX
epaa-363	346	15	anomalous	anomalous	ADJ
epaa-363	346	16	,	,	PUNCT
epaa-363	346	17	how	how	SCONJ
epaa-363	346	18	the	the	DET
epaa-363	346	19	variance	variance	NOUN
epaa-363	346	20	in	in	ADP
epaa-363	346	21	performance	performance	NOUN
epaa-363	346	22	is	be	AUX
epaa-363	346	23	distributed	distribute	VERB
epaa-363	346	24	in	in	ADP
epaa-363	346	25	the	the	DET
epaa-363	346	26	us	us	PROPN
epaa-363	346	27	and	and	CCONJ
epaa-363	346	28	other	other	ADJ
epaa-363	346	29	countries	country	NOUN
epaa-363	346	30	,	,	PUNCT
epaa-363	346	31	and	and	CCONJ
epaa-363	346	32	how	how	SCONJ
epaa-363	346	33	well	well	ADV
epaa-363	346	34	background	background	NOUN
epaa-363	346	35	factors	factor	NOUN
epaa-363	346	36	can	can	AUX
epaa-363	346	37	predict	predict	VERB
epaa-363	346	38	that	that	DET
epaa-363	346	39	variation	variation	NOUN
epaa-363	346	40	.	.	PUNCT
epaa-363	347	1	timss	timss	PROPN
epaa-363	347	2	suggests	suggest	VERB
epaa-363	347	3	strongly	strongly	ADV
epaa-363	347	4	that	that	SCONJ
epaa-363	347	5	the	the	DET
epaa-363	347	6	variation	variation	NOUN
epaa-363	347	7	in	in	ADP
epaa-363	347	8	performance	performance	NOUN
epaa-363	347	9	in	in	ADP
epaa-363	347	10	the	the	DET
epaa-363	347	11	us	us	PROPN
epaa-363	347	12	is	be	AUX
epaa-363	347	13	not	not	PART
epaa-363	347	14	anomalous	anomalous	ADJ
epaa-363	347	15	.	.	PUNCT
epaa-363	348	1	in	in	ADP
epaa-363	348	2	population	population	NOUN
epaa-363	348	3	2	2	NUM
epaa-363	348	4	,	,	PUNCT
epaa-363	348	5	the	the	DET
epaa-363	348	6	us	us	PROPN
epaa-363	348	7	variance	variance	NOUN
epaa-363	348	8	is	be	AUX
epaa-363	348	9	large	large	ADJ
epaa-363	348	10	but	but	CCONJ
epaa-363	348	11	not	not	PART
epaa-363	348	12	exceptional	exceptional	ADJ
epaa-363	348	13	in	in	ADP
epaa-363	348	14	science	science	NOUN
epaa-363	348	15	and	and	CCONJ
epaa-363	348	16	more	more	ADJ
epaa-363	348	17	nearly	nearly	ADV
epaa-363	348	18	average	average	ADJ
epaa-363	348	19	in	in	ADP
epaa-363	348	20	mathematics	mathematic	NOUN
epaa-363	348	21	.	.	PUNCT
epaa-363	349	1	contrary	contrary	ADJ
epaa-363	349	2	to	to	ADP
epaa-363	349	3	some	some	DET
epaa-363	349	4	expectations	expectation	NOUN
epaa-363	349	5	,	,	PUNCT
epaa-363	349	6	the	the	DET
epaa-363	349	7	distribution	distribution	NOUN
epaa-363	349	8	of	of	ADP
epaa-363	349	9	scores	score	NOUN
epaa-363	349	10	is	be	AUX
epaa-363	349	11	not	not	PART
epaa-363	349	12	particularly	particularly	ADV
epaa-363	349	13	skewed	skewed	ADJ
epaa-363	349	14	in	in	ADP
epaa-363	349	15	the	the	DET
epaa-363	349	16	us	us	PROPN
epaa-363	349	17	,	,	PUNCT
epaa-363	349	18	and	and	CCONJ
epaa-363	349	19	in	in	ADP
epaa-363	349	20	eighth	eighth	ADJ
epaa-363	349	21	-	-	PUNCT
epaa-363	349	22	grade	grade	NOUN
epaa-363	349	23	mathematics	mathematic	NOUN
epaa-363	349	24	,	,	PUNCT
epaa-363	349	25	it	it	PRON
epaa-363	349	26	is	be	AUX
epaa-363	349	27	rightrather	rightrather	ADJ
epaa-363	349	28	than	than	ADP
epaa-363	349	29	left	left	ADJ
epaa-363	349	30	-	-	PUNCT
epaa-363	349	31	skewed	skewed	ADJ
epaa-363	349	32	.	.	PUNCT
epaa-363	350	1	moreover	moreover	ADV
epaa-363	350	2	,	,	PUNCT
epaa-363	350	3	differences	difference	NOUN
epaa-363	350	4	among	among	ADP
epaa-363	350	5	countries	country	NOUN
epaa-363	350	6	in	in	ADP
epaa-363	350	7	the	the	DET
epaa-363	350	8	variance	variance	NOUN
epaa-363	350	9	of	of	ADP
epaa-363	350	10	performance	performance	NOUN
epaa-363	350	11	do	do	AUX
epaa-363	350	12	not	not	PART
epaa-363	350	13	clearly	clearly	ADV
epaa-363	350	14	follow	follow	VERB
epaa-363	350	15	stereotypes	stereotype	NOUN
epaa-363	350	16	about	about	ADP
epaa-363	350	17	their	their	PRON
epaa-363	350	18	homogeneity	homogeneity	NOUN
epaa-363	350	19	.	.	PUNCT
epaa-363	351	1	socially	socially	ADV
epaa-363	351	2	homogeneous	homogeneous	ADJ
epaa-363	351	3	japan	japan	PROPN
epaa-363	351	4	,	,	PUNCT
epaa-363	351	5	for	for	ADP
epaa-363	351	6	example	example	NOUN
epaa-363	351	7	,	,	PUNCT
epaa-363	351	8	shows	show	VERB
epaa-363	351	9	a	a	DET
epaa-363	351	10	bit	bit	NOUN
epaa-363	351	11	more	more	ADJ
epaa-363	351	12	variation	variation	NOUN
epaa-363	351	13	than	than	ADP
epaa-363	351	14	the	the	DET
epaa-363	351	15	us	us	PROPN
epaa-363	351	16	in	in	ADP
epaa-363	351	17	mathematics	mathematic	NOUN
epaa-363	351	18	,	,	PUNCT
epaa-363	351	19	while	while	SCONJ
epaa-363	351	20	socially	socially	ADV
epaa-363	351	21	heterogeneous	heterogeneous	ADJ
epaa-363	351	22	france	france	PROPN
epaa-363	351	23	shows	show	VERB
epaa-363	351	24	considerably	considerably	ADV
epaa-363	351	25	less	less	ADJ
epaa-363	351	26	.	.	PUNCT
epaa-363	352	1	when	when	SCONJ
epaa-363	352	2	performance	performance	NOUN
epaa-363	352	3	variance	variance	NOUN
epaa-363	352	4	is	be	AUX
epaa-363	352	5	broken	break	VERB
epaa-363	352	6	into	into	ADP
epaa-363	352	7	withinand	withinand	NOUN
epaa-363	352	8	between	between	ADP
epaa-363	352	9	-	-	PUNCT
epaa-363	352	10	classroom	classroom	NOUN
epaa-363	352	11	components	component	NOUN
epaa-363	352	12	,	,	PUNCT
epaa-363	352	13	however	however	ADV
epaa-363	352	14	,	,	PUNCT
epaa-363	352	15	the	the	DET
epaa-363	352	16	story	story	NOUN
epaa-363	352	17	becomes	become	VERB
epaa-363	352	18	more	more	ADV
epaa-363	352	19	complex	complex	ADJ
epaa-363	352	20	.	.	PUNCT
epaa-363	353	1	the	the	DET
epaa-363	353	2	us	us	PROPN
epaa-363	353	3	,	,	PUNCT
epaa-363	353	4	australia	australia	PROPN
epaa-363	353	5	,	,	PUNCT
epaa-363	353	6	germany	germany	PROPN
epaa-363	353	7	and	and	CCONJ
epaa-363	353	8	hong	hong	PROPN
epaa-363	353	9	kong	kong	PROPN
epaa-363	353	10	show	show	VERB
epaa-363	353	11	one	one	NUM
epaa-363	353	12	pattern	pattern	NOUN
epaa-363	353	13	,	,	PUNCT
epaa-363	353	14	in	in	ADP
epaa-363	353	15	which	which	PRON
epaa-363	353	16	nearly	nearly	ADV
epaa-363	353	17	half	half	NOUN
epaa-363	353	18	of	of	ADP
epaa-363	353	19	the	the	DET
epaa-363	353	20	variance	variance	NOUN
epaa-363	353	21	lies	lie	VERB
epaa-363	353	22	between	between	ADP
epaa-363	353	23	classrooms	classroom	NOUN
epaa-363	353	24	.	.	PUNCT
epaa-363	354	1	japan	japan	PROPN
epaa-363	354	2	and	and	CCONJ
epaa-363	354	3	korea	korea	PROPN
epaa-363	354	4	lie	lie	VERB
epaa-363	354	5	at	at	ADP
epaa-363	354	6	the	the	DET
epaa-363	354	7	other	other	ADJ
epaa-363	354	8	extreme	extreme	NOUN
epaa-363	354	9	;	;	PUNCT
epaa-363	354	10	most	most	ADJ
epaa-363	354	11	of	of	ADP
epaa-363	354	12	their	their	PRON
epaa-363	354	13	variance	variance	NOUN
epaa-363	354	14	lies	lie	VERB
epaa-363	354	15	within	within	ADP
epaa-363	354	16	classrooms	classroom	NOUN
epaa-363	354	17	,	,	PUNCT
epaa-363	354	18	while	while	SCONJ
epaa-363	354	19	very	very	ADV
epaa-363	354	20	little	little	ADJ
epaa-363	354	21	lies	lie	NOUN
epaa-363	354	22	between	between	ADP
epaa-363	354	23	.	.	PUNCT
epaa-363	355	1	the	the	DET
epaa-363	355	2	result	result	NOUN
epaa-363	355	3	is	be	AUX
epaa-363	355	4	that	that	SCONJ
epaa-363	355	5	classrooms	classroom	NOUN
epaa-363	355	6	in	in	ADP
epaa-363	355	7	japan	japan	PROPN
epaa-363	355	8	and	and	CCONJ
epaa-363	355	9	korea	korea	PROPN
epaa-363	355	10	resemble	resemble	VERB
epaa-363	355	11	each	each	DET
epaa-363	355	12	other	other	ADJ
epaa-363	355	13	in	in	ADP
epaa-363	355	14	terms	term	NOUN
epaa-363	355	15	of	of	ADP
epaa-363	355	16	mean	mean	ADJ
epaa-363	355	17	performance	performance	NOUN
epaa-363	355	18	much	much	ADV
epaa-363	355	19	more	more	ADJ
epaa-363	355	20	than	than	SCONJ
epaa-363	355	21	do	do	VERB
epaa-363	355	22	classrooms	classroom	NOUN
epaa-363	355	23	in	in	ADP
epaa-363	355	24	the	the	DET
epaa-363	355	25	us	us	PROPN
epaa-363	355	26	,	,	PUNCT
epaa-363	355	27	germany	germany	PROPN
epaa-363	355	28	,	,	PUNCT
epaa-363	355	29	hong	hong	PROPN
epaa-363	355	30	kong	kong	PROPN
epaa-363	355	31	,	,	PUNCT
epaa-363	355	32	and	and	CCONJ
epaa-363	355	33	australia	australia	PROPN
epaa-363	355	34	.	.	PUNCT
epaa-363	356	1	france	france	PROPN
epaa-363	356	2	falls	fall	VERB
epaa-363	356	3	between	between	ADP
epaa-363	356	4	these	these	DET
epaa-363	356	5	two	two	NUM
epaa-363	356	6	poles	pole	NOUN
epaa-363	356	7	.	.	PUNCT
epaa-363	357	1	by	by	ADP
epaa-363	357	2	the	the	DET
epaa-363	357	3	same	same	ADJ
epaa-363	357	4	token	token	NOUN
epaa-363	357	5	,	,	PUNCT
epaa-363	357	6	students	student	NOUN
epaa-363	357	7	in	in	ADP
epaa-363	357	8	the	the	DET
epaa-363	357	9	typical	typical	ADJ
epaa-363	357	10	classrooms	classroom	NOUN
epaa-363	357	11	in	in	ADP
epaa-363	357	12	japan	japan	PROPN
epaa-363	357	13	and	and	CCONJ
epaa-363	357	14	korea	korea	PROPN
epaa-363	357	15	show	show	VERB
epaa-363	357	16	much	much	ADV
epaa-363	357	17	greater	great	ADJ
epaa-363	357	18	variability	variability	NOUN
epaa-363	357	19	in	in	ADP
epaa-363	357	20	performance	performance	NOUN
epaa-363	357	21	than	than	SCONJ
epaa-363	357	22	do	do	VERB
epaa-363	357	23	their	their	PRON
epaa-363	357	24	counterparts	counterpart	NOUN
epaa-363	357	25	in	in	ADP
epaa-363	357	26	the	the	DET
epaa-363	357	27	us	us	PROPN
epaa-363	357	28	,	,	PUNCT
epaa-363	357	29	germany	germany	PROPN
epaa-363	357	30	,	,	PUNCT
epaa-363	357	31	hong	hong	PROPN
epaa-363	357	32	kong	kong	PROPN
epaa-363	357	33	,	,	PUNCT
epaa-363	357	34	and	and	CCONJ
epaa-363	357	35	australia	australia	PROPN
epaa-363	357	36	.	.	PUNCT
epaa-363	358	1	while	while	SCONJ
epaa-363	358	2	the	the	DET
epaa-363	358	3	us	us	PROPN
epaa-363	358	4	is	be	AUX
epaa-363	358	5	similar	similar	ADJ
epaa-363	358	6	to	to	ADP
epaa-363	358	7	many	many	ADJ
epaa-363	358	8	other	other	ADJ
epaa-363	358	9	countries	country	NOUN
epaa-363	358	10	in	in	ADP
epaa-363	358	11	the	the	DET
epaa-363	358	12	overall	overall	ADJ
epaa-363	358	13	variability	variability	NOUN
epaa-363	358	14	of	of	ADP
epaa-363	358	15	student	student	NOUN
epaa-363	358	16	performance	performance	NOUN
epaa-363	358	17	in	in	ADP
epaa-363	358	18	mathematics	mathematic	NOUN
epaa-363	358	19	and	and	CCONJ
epaa-363	358	20	is	be	AUX
epaa-363	358	21	similar	similar	ADJ
epaa-363	358	22	to	to	ADP
epaa-363	358	23	several	several	ADJ
epaa-363	358	24	others	other	NOUN
epaa-363	358	25	we	we	PRON
epaa-363	358	26	investigated	investigate	VERB
epaa-363	358	27	in	in	ADP
epaa-363	358	28	the	the	DET
epaa-363	358	29	decomposition	decomposition	NOUN
epaa-363	358	30	of	of	ADP
epaa-363	358	31	performance	performance	NOUN
epaa-363	358	32	variation	variation	NOUN
epaa-363	358	33	within	within	ADP
epaa-363	358	34	and	and	CCONJ
epaa-363	358	35	between	between	ADP
epaa-363	358	36	classrooms	classroom	NOUN
epaa-363	358	37	,	,	PUNCT
epaa-363	358	38	timss	timss	PROPN
epaa-363	358	39	does	do	AUX
epaa-363	358	40	not	not	PART
epaa-363	358	41	fully	fully	ADV
epaa-363	358	42	address	address	VERB
epaa-363	358	43	the	the	DET
epaa-363	358	44	reasonableness	reasonableness	NOUN
epaa-363	358	45	of	of	ADP
epaa-363	358	46	berliner	berliner	NOUN
epaa-363	358	47	and	and	CCONJ
epaa-363	358	48	biddle	biddle	PROPN
epaa-363	358	49	's	's	PART
epaa-363	358	50	(	(	PUNCT
epaa-363	358	51	1995	1995	NUM
epaa-363	358	52	)	)	PUNCT
epaa-363	358	53	assertion	assertion	NOUN
epaa-363	358	54	that	that	SCONJ
epaa-363	358	55	us	us	PROPN
epaa-363	358	56	schools	school	NOUN
epaa-363	358	57	are	be	AUX
epaa-363	358	58	far	far	ADV
epaa-363	358	59	more	more	ADV
epaa-363	358	60	variable	variable	ADJ
epaa-363	358	61	than	than	SCONJ
epaa-363	358	62	are	be	AUX
epaa-363	358	63	schools	school	NOUN
epaa-363	358	64	elsewhere	elsewhere	ADV
epaa-363	358	65	.	.	PUNCT
epaa-363	359	1	of	of	ADP
epaa-363	359	2	the	the	DET
epaa-363	359	3	countries	country	NOUN
epaa-363	359	4	we	we	PRON
epaa-363	359	5	considered	consider	VERB
epaa-363	359	6	,	,	PUNCT
epaa-363	359	7	only	only	ADV
epaa-363	359	8	the	the	DET
epaa-363	359	9	us	us	PROPN
epaa-363	359	10	and	and	CCONJ
epaa-363	359	11	australia	australia	PROPN
epaa-363	359	12	provided	provide	VERB
epaa-363	359	13	samples	sample	NOUN
epaa-363	359	14	that	that	PRON
epaa-363	359	15	allow	allow	VERB
epaa-363	359	16	one	one	PRON
epaa-363	359	17	to	to	PART
epaa-363	359	18	separate	separate	VERB
epaa-363	359	19	between	between	ADP
epaa-363	359	20	-	-	PUNCT
epaa-363	359	21	classroom	classroom	NOUN
epaa-363	359	22	and	and	CCONJ
epaa-363	359	23	between	between	ADP
epaa-363	359	24	-	-	PUNCT
epaa-363	359	25	school	school	NOUN
epaa-363	359	26	variance	variance	NOUN
epaa-363	359	27	.	.	PUNCT
epaa-363	360	1	for	for	ADP
epaa-363	360	2	example	example	NOUN
epaa-363	360	3	,	,	PUNCT
epaa-363	360	4	if	if	SCONJ
epaa-363	360	5	tracking	tracking	NOUN
epaa-363	360	6	is	be	AUX
epaa-363	360	7	entirely	entirely	ADV
epaa-363	360	8	absent	absent	ADJ
epaa-363	360	9	in	in	ADP
epaa-363	360	10	japan	japan	PROPN
epaa-363	360	11	and	and	CCONJ
epaa-363	360	12	korea	korea	PROPN
epaa-363	360	13	,	,	PUNCT
epaa-363	360	14	classrooms	classroom	NOUN
epaa-363	360	15	within	within	ADP
epaa-363	360	16	schools	school	NOUN
epaa-363	360	17	should	should	AUX
epaa-363	360	18	be	be	AUX
epaa-363	360	19	randomly	randomly	ADV
epaa-363	360	20	equivalent	equivalent	ADJ
epaa-363	360	21	.	.	PUNCT
epaa-363	361	1	in	in	ADP
epaa-363	361	2	this	this	DET
epaa-363	361	3	case	case	NOUN
epaa-363	361	4	,	,	PUNCT
epaa-363	361	5	much	much	ADJ
epaa-363	361	6	of	of	ADP
epaa-363	361	7	the	the	DET
epaa-363	361	8	between	between	ADP
epaa-363	361	9	-	-	PUNCT
epaa-363	361	10	classroom	classroom	NOUN
epaa-363	361	11	variance	variance	NOUN
epaa-363	361	12	in	in	ADP
epaa-363	361	13	these	these	DET
epaa-363	361	14	countries	country	NOUN
epaa-363	361	15	might	might	AUX
epaa-363	361	16	lie	lie	VERB
epaa-363	361	17	between	between	ADP
epaa-363	361	18	schools	school	NOUN
epaa-363	361	19	–	–	PUNCT
epaa-363	361	20	in	in	ADP
epaa-363	361	21	comparison	comparison	NOUN
epaa-363	361	22	to	to	ADP
epaa-363	361	23	the	the	DET
epaa-363	361	24	us	us	PROPN
epaa-363	361	25	and	and	CCONJ
epaa-363	361	26	australia	australia	PROPN
epaa-363	361	27	,	,	PUNCT
epaa-363	361	28	where	where	SCONJ
epaa-363	361	29	our	our	PRON
epaa-363	361	30	preliminary	preliminary	ADJ
epaa-363	361	31	analysis	analysis	NOUN
epaa-363	361	32	found	find	VERB
epaa-363	361	33	21	21	NUM
epaa-363	361	34	of	of	ADP
epaa-363	361	35	28	28	NUM
epaa-363	361	36	that	that	SCONJ
epaa-363	361	37	most	most	ADJ
epaa-363	361	38	of	of	ADP
epaa-363	361	39	the	the	DET
epaa-363	361	40	between	between	ADP
epaa-363	361	41	-	-	PUNCT
epaa-363	361	42	classroom	classroom	NOUN
epaa-363	361	43	variance	variance	NOUN
epaa-363	361	44	lies	lie	VERB
epaa-363	361	45	within	within	ADP
epaa-363	361	46	schools	school	NOUN
epaa-363	361	47	.	.	PUNCT
epaa-363	362	1	however	however	ADV
epaa-363	362	2	,	,	PUNCT
epaa-363	362	3	only	only	ADV
epaa-363	362	4	a	a	DET
epaa-363	362	5	sample	sample	NOUN
epaa-363	362	6	that	that	PRON
epaa-363	362	7	includes	include	VERB
epaa-363	362	8	multiple	multiple	ADJ
epaa-363	362	9	classrooms	classroom	NOUN
epaa-363	362	10	per	per	ADP
epaa-363	362	11	school	school	NOUN
epaa-363	362	12	would	would	AUX
epaa-363	362	13	permit	permit	VERB
epaa-363	362	14	testing	test	VERB
epaa-363	362	15	this	this	DET
epaa-363	362	16	hypothesis	hypothesis	NOUN
epaa-363	362	17	.	.	PUNCT
epaa-363	363	1	what	what	PRON
epaa-363	363	2	do	do	AUX
epaa-363	363	3	the	the	DET
epaa-363	363	4	present	present	ADJ
epaa-363	363	5	findings	finding	NOUN
epaa-363	363	6	imply	imply	VERB
epaa-363	363	7	about	about	ADP
epaa-363	363	8	the	the	DET
epaa-363	363	9	reasonableness	reasonableness	NOUN
epaa-363	363	10	of	of	ADP
epaa-363	363	11	comparing	compare	VERB
epaa-363	363	12	means	mean	NOUN
epaa-363	363	13	for	for	ADP
epaa-363	363	14	us	us	PROPN
epaa-363	363	15	states	state	NOUN
epaa-363	363	16	and	and	CCONJ
epaa-363	363	17	districts	district	NOUN
epaa-363	363	18	to	to	ADP
epaa-363	363	19	averages	average	NOUN
epaa-363	363	20	for	for	ADP
epaa-363	363	21	other	other	ADJ
epaa-363	363	22	nations	nation	NOUN
epaa-363	363	23	?	?	PUNCT
epaa-363	364	1	we	we	PRON
epaa-363	364	2	can	can	AUX
epaa-363	364	3	not	not	PART
epaa-363	364	4	fully	fully	ADV
epaa-363	364	5	answer	answer	VERB
epaa-363	364	6	that	that	DET
epaa-363	364	7	question	question	NOUN
epaa-363	364	8	because	because	SCONJ
epaa-363	364	9	the	the	DET
epaa-363	364	10	timss	timss	PROPN
epaa-363	364	11	design	design	NOUN
epaa-363	364	12	does	do	AUX
epaa-363	364	13	not	not	PART
epaa-363	364	14	yield	yield	VERB
epaa-363	364	15	evidence	evidence	NOUN
epaa-363	364	16	pertaining	pertain	VERB
epaa-363	364	17	to	to	ADP
epaa-363	364	18	districts	district	NOUN
epaa-363	364	19	or	or	CCONJ
epaa-363	364	20	states	state	NOUN
epaa-363	364	21	in	in	ADP
epaa-363	364	22	the	the	DET
epaa-363	364	23	us	us	PROPN
epaa-363	364	24	or	or	CCONJ
epaa-363	364	25	about	about	ADP
epaa-363	364	26	similar	similar	ADJ
epaa-363	364	27	units	unit	NOUN
epaa-363	364	28	in	in	ADP
epaa-363	364	29	other	other	ADJ
epaa-363	364	30	countries	country	NOUN
epaa-363	364	31	,	,	PUNCT
epaa-363	364	32	such	such	ADJ
epaa-363	364	33	as	as	ADP
epaa-363	364	34	german	german	ADJ
epaa-363	364	35	länder	länder	NOUN
epaa-363	364	36	.	.	PUNCT
epaa-363	365	1	however	however	ADV
epaa-363	365	2	,	,	PUNCT
epaa-363	365	3	the	the	DET
epaa-363	365	4	wide	wide	ADJ
epaa-363	365	5	dispersion	dispersion	NOUN
epaa-363	365	6	of	of	ADP
epaa-363	365	7	classroom	classroom	NOUN
epaa-363	365	8	means	mean	NOUN
epaa-363	365	9	in	in	ADP
epaa-363	365	10	australia	australia	PROPN
epaa-363	365	11	and	and	CCONJ
epaa-363	365	12	germany	germany	PROPN
epaa-363	365	13	,	,	PUNCT
epaa-363	365	14	and	and	CCONJ
epaa-363	365	15	the	the	DET
epaa-363	365	16	smaller	small	ADJ
epaa-363	365	17	but	but	CCONJ
epaa-363	365	18	still	still	ADV
epaa-363	365	19	substantial	substantial	ADJ
epaa-363	365	20	dispersion	dispersion	NOUN
epaa-363	365	21	of	of	ADP
epaa-363	365	22	means	mean	NOUN
epaa-363	365	23	in	in	ADP
epaa-363	365	24	france	france	PROPN
epaa-363	365	25	,	,	PUNCT
epaa-363	365	26	suggests	suggest	VERB
epaa-363	365	27	that	that	SCONJ
epaa-363	365	28	these	these	DET
epaa-363	365	29	comparisons	comparison	NOUN
epaa-363	365	30	may	may	AUX
epaa-363	365	31	be	be	AUX
epaa-363	365	32	misleading	misleading	ADJ
epaa-363	365	33	.	.	PUNCT
epaa-363	366	1	just	just	ADV
epaa-363	366	2	as	as	SCONJ
epaa-363	366	3	some	some	DET
epaa-363	366	4	states	state	NOUN
epaa-363	366	5	in	in	ADP
epaa-363	366	6	the	the	DET
epaa-363	366	7	us	us	PROPN
epaa-363	366	8	compare	compare	VERB
epaa-363	366	9	more	more	ADV
epaa-363	366	10	favorably	favorably	ADV
epaa-363	366	11	than	than	SCONJ
epaa-363	366	12	do	do	VERB
epaa-363	366	13	others	other	NOUN
epaa-363	366	14	to	to	PART
epaa-363	366	15	means	mean	NOUN
epaa-363	366	16	of	of	ADP
epaa-363	366	17	other	other	ADJ
epaa-363	366	18	countries	country	NOUN
epaa-363	366	19	,	,	PUNCT
epaa-363	366	20	some	some	DET
epaa-363	366	21	areas	area	NOUN
epaa-363	366	22	in	in	ADP
epaa-363	366	23	those	those	DET
epaa-363	366	24	other	other	ADJ
epaa-363	366	25	countries	country	NOUN
epaa-363	366	26	are	be	AUX
epaa-363	366	27	likely	likely	ADJ
epaa-363	366	28	to	to	PART
epaa-363	366	29	score	score	VERB
epaa-363	366	30	markedly	markedly	ADV
epaa-363	366	31	better	well	ADJ
epaa-363	366	32	than	than	ADP
epaa-363	366	33	the	the	DET
epaa-363	366	34	averages	average	NOUN
epaa-363	366	35	for	for	ADP
epaa-363	366	36	those	those	DET
epaa-363	366	37	countries	country	NOUN
epaa-363	366	38	.	.	PUNCT
epaa-363	367	1	in	in	ADP
epaa-363	367	2	contrast	contrast	NOUN
epaa-363	367	3	,	,	PUNCT
epaa-363	367	4	classrooms	classroom	NOUN
epaa-363	367	5	in	in	ADP
epaa-363	367	6	japan	japan	PROPN
epaa-363	367	7	and	and	CCONJ
epaa-363	367	8	korea	korea	PROPN
epaa-363	367	9	vary	vary	VERB
epaa-363	367	10	much	much	ADV
epaa-363	367	11	less	less	ADJ
epaa-363	367	12	in	in	ADP
epaa-363	367	13	average	average	ADJ
epaa-363	367	14	performance	performance	NOUN
epaa-363	367	15	,	,	PUNCT
epaa-363	367	16	so	so	SCONJ
epaa-363	367	17	comparisons	comparison	NOUN
epaa-363	367	18	between	between	ADP
epaa-363	367	19	us	us	PROPN
epaa-363	367	20	states	state	NOUN
epaa-363	367	21	and	and	CCONJ
epaa-363	367	22	the	the	DET
epaa-363	367	23	means	mean	NOUN
epaa-363	367	24	in	in	ADP
epaa-363	367	25	japan	japan	PROPN
epaa-363	367	26	and	and	CCONJ
epaa-363	367	27	korea	korea	PROPN
epaa-363	367	28	may	may	AUX
epaa-363	367	29	be	be	AUX
epaa-363	367	30	more	more	ADV
epaa-363	367	31	meaningful	meaningful	ADJ
epaa-363	367	32	.	.	PUNCT
epaa-363	368	1	however	however	ADV
epaa-363	368	2	,	,	PUNCT
epaa-363	368	3	even	even	ADV
epaa-363	368	4	in	in	ADP
epaa-363	368	5	korea	korea	PROPN
epaa-363	368	6	and	and	CCONJ
epaa-363	368	7	japan	japan	PROPN
epaa-363	368	8	,	,	PUNCT
epaa-363	368	9	the	the	DET
epaa-363	368	10	standard	standard	ADJ
epaa-363	368	11	deviations	deviation	NOUN
epaa-363	368	12	of	of	ADP
epaa-363	368	13	classroom	classroom	NOUN
epaa-363	368	14	means	mean	NOUN
epaa-363	368	15	are	be	AUX
epaa-363	368	16	substantial	substantial	ADJ
epaa-363	368	17	,	,	PUNCT
epaa-363	368	18	and	and	CCONJ
epaa-363	368	19	the	the	DET
epaa-363	368	20	standard	standard	ADJ
epaa-363	368	21	deviation	deviation	NOUN
epaa-363	368	22	of	of	ADP
epaa-363	368	23	school	school	NOUN
epaa-363	368	24	means	mean	NOUN
epaa-363	368	25	,	,	PUNCT
epaa-363	368	26	which	which	PRON
epaa-363	368	27	can	can	AUX
epaa-363	368	28	not	not	PART
epaa-363	368	29	be	be	AUX
epaa-363	368	30	estimated	estimate	VERB
epaa-363	368	31	from	from	ADP
epaa-363	368	32	timss	timss	PROPN
epaa-363	368	33	,	,	PUNCT
epaa-363	368	34	may	may	AUX
epaa-363	368	35	be	be	AUX
epaa-363	368	36	sizable	sizable	ADJ
epaa-363	368	37	as	as	ADV
epaa-363	368	38	well	well	ADV
epaa-363	368	39	.	.	PUNCT
epaa-363	369	1	our	our	PRON
epaa-363	369	2	analyses	analysis	NOUN
epaa-363	369	3	can	can	AUX
epaa-363	369	4	not	not	PART
epaa-363	369	5	identify	identify	VERB
epaa-363	369	6	causes	cause	NOUN
epaa-363	369	7	of	of	ADP
epaa-363	369	8	the	the	DET
epaa-363	369	9	cross	cross	ADJ
epaa-363	369	10	-	-	ADJ
epaa-363	369	11	national	national	ADJ
epaa-363	369	12	differences	difference	NOUN
epaa-363	369	13	we	we	PRON
epaa-363	369	14	found	find	VERB
epaa-363	369	15	,	,	PUNCT
epaa-363	369	16	but	but	CCONJ
epaa-363	369	17	they	they	PRON
epaa-363	369	18	raise	raise	VERB
epaa-363	369	19	a	a	DET
epaa-363	369	20	number	number	NOUN
epaa-363	369	21	of	of	ADP
epaa-363	369	22	intriguing	intriguing	ADJ
epaa-363	369	23	possibilities	possibility	NOUN
epaa-363	369	24	that	that	PRON
epaa-363	369	25	warrant	warrant	VERB
epaa-363	369	26	further	further	ADJ
epaa-363	369	27	investigation	investigation	NOUN
epaa-363	369	28	.	.	PUNCT
epaa-363	370	1	one	one	NUM
epaa-363	370	2	question	question	NOUN
epaa-363	370	3	is	be	AUX
epaa-363	370	4	what	what	DET
epaa-363	370	5	factors	factor	NOUN
epaa-363	370	6	might	might	AUX
epaa-363	370	7	underlie	underlie	VERB
epaa-363	370	8	the	the	DET
epaa-363	370	9	patterns	pattern	NOUN
epaa-363	370	10	in	in	ADP
epaa-363	370	11	korea	korea	PROPN
epaa-363	370	12	:	:	PUNCT
epaa-363	370	13	little	little	ADJ
epaa-363	370	14	total	total	ADJ
epaa-363	370	15	variance	variance	NOUN
epaa-363	370	16	between	between	ADP
epaa-363	370	17	classrooms	classroom	NOUN
epaa-363	370	18	and	and	CCONJ
epaa-363	370	19	an	an	DET
epaa-363	370	20	unusually	unusually	ADV
epaa-363	370	21	large	large	ADJ
epaa-363	370	22	amount	amount	NOUN
epaa-363	370	23	of	of	ADP
epaa-363	370	24	predicted	predict	VERB
epaa-363	370	25	variance	variance	NOUN
epaa-363	370	26	within	within	ADP
epaa-363	370	27	classrooms	classroom	NOUN
epaa-363	370	28	.	.	PUNCT
epaa-363	371	1	one	one	NUM
epaa-363	371	2	possible	possible	ADJ
epaa-363	371	3	contributor	contributor	NOUN
epaa-363	371	4	to	to	ADP
epaa-363	371	5	the	the	DET
epaa-363	371	6	differences	difference	NOUN
epaa-363	371	7	between	between	ADP
epaa-363	371	8	the	the	DET
epaa-363	371	9	us	us	PROPN
epaa-363	371	10	and	and	CCONJ
epaa-363	371	11	korea	korea	PROPN
epaa-363	371	12	is	be	AUX
epaa-363	371	13	stratification	stratification	NOUN
epaa-363	371	14	of	of	ADP
epaa-363	371	15	students	student	NOUN
epaa-363	371	16	in	in	ADP
epaa-363	371	17	terms	term	NOUN
epaa-363	371	18	of	of	ADP
epaa-363	371	19	ability	ability	NOUN
epaa-363	371	20	.	.	PUNCT
epaa-363	372	1	this	this	DET
epaa-363	372	2	hypothesis	hypothesis	NOUN
epaa-363	372	3	is	be	AUX
epaa-363	372	4	consistent	consistent	ADJ
epaa-363	372	5	with	with	ADP
epaa-363	372	6	the	the	DET
epaa-363	372	7	differences	difference	NOUN
epaa-363	372	8	between	between	ADP
epaa-363	372	9	the	the	DET
epaa-363	372	10	us	us	PROPN
epaa-363	372	11	and	and	CCONJ
epaa-363	372	12	korea	korea	PROPN
epaa-363	372	13	in	in	ADP
epaa-363	372	14	terms	term	NOUN
epaa-363	372	15	of	of	ADP
epaa-363	372	16	both	both	CCONJ
epaa-363	372	17	the	the	DET
epaa-363	372	18	decomposition	decomposition	NOUN
epaa-363	372	19	of	of	ADP
epaa-363	372	20	variance	variance	NOUN
epaa-363	372	21	and	and	CCONJ
epaa-363	372	22	the	the	DET
epaa-363	372	23	ability	ability	NOUN
epaa-363	372	24	of	of	ADP
epaa-363	372	25	the	the	DET
epaa-363	372	26	models	model	NOUN
epaa-363	372	27	to	to	PART
epaa-363	372	28	predict	predict	VERB
epaa-363	372	29	the	the	DET
epaa-363	372	30	within	within	ADP
epaa-363	372	31	-	-	PUNCT
epaa-363	372	32	classroom	classroom	NOUN
epaa-363	372	33	variance	variance	NOUN
epaa-363	372	34	.	.	PUNCT
epaa-363	373	1	we	we	PRON
epaa-363	373	2	know	know	VERB
epaa-363	373	3	that	that	SCONJ
epaa-363	373	4	korea	korea	PROPN
epaa-363	373	5	's	's	PART
epaa-363	373	6	policy	policy	NOUN
epaa-363	373	7	is	be	AUX
epaa-363	373	8	not	not	PART
epaa-363	373	9	to	to	PART
epaa-363	373	10	track	track	VERB
epaa-363	373	11	students	student	NOUN
epaa-363	373	12	into	into	ADP
epaa-363	373	13	classes	class	NOUN
epaa-363	373	14	by	by	ADP
epaa-363	373	15	ability	ability	NOUN
epaa-363	373	16	in	in	ADP
epaa-363	373	17	eighth	eighth	ADJ
epaa-363	373	18	-	-	PUNCT
epaa-363	373	19	grade	grade	NOUN
epaa-363	373	20	mathematics	mathematic	NOUN
epaa-363	373	21	(	(	PUNCT
epaa-363	373	22	i	i	NOUN
epaa-363	373	23	m	m	PROPN
epaa-363	373	24	,	,	PUNCT
epaa-363	373	25	1998	1998	NUM
epaa-363	373	26	)	)	PUNCT
epaa-363	373	27	.	.	PUNCT
epaa-363	374	1	if	if	SCONJ
epaa-363	374	2	schools	school	NOUN
epaa-363	374	3	as	as	ADV
epaa-363	374	4	well	well	ADV
epaa-363	374	5	as	as	ADP
epaa-363	374	6	classrooms	classroom	NOUN
epaa-363	374	7	are	be	AUX
epaa-363	374	8	relatively	relatively	ADV
epaa-363	374	9	little	little	ADJ
epaa-363	374	10	stratified	stratified	ADJ
epaa-363	374	11	in	in	ADP
epaa-363	374	12	korea	korea	PROPN
epaa-363	374	13	in	in	ADP
epaa-363	374	14	terms	term	NOUN
epaa-363	374	15	of	of	ADP
epaa-363	374	16	background	background	NOUN
epaa-363	374	17	factors	factor	NOUN
epaa-363	374	18	associated	associate	VERB
epaa-363	374	19	with	with	ADP
epaa-363	374	20	student	student	NOUN
epaa-363	374	21	performance	performance	NOUN
epaa-363	374	22	,	,	PUNCT
epaa-363	374	23	then	then	ADV
epaa-363	374	24	more	more	ADJ
epaa-363	374	25	of	of	ADP
epaa-363	374	26	the	the	DET
epaa-363	374	27	relevant	relevant	ADJ
epaa-363	374	28	variance	variance	NOUN
epaa-363	374	29	of	of	ADP
epaa-363	374	30	these	these	DET
epaa-363	374	31	background	background	NOUN
epaa-363	374	32	variables	variable	NOUN
epaa-363	374	33	may	may	AUX
epaa-363	374	34	lie	lie	VERB
epaa-363	374	35	within	within	ADP
epaa-363	374	36	classrooms	classroom	NOUN
epaa-363	374	37	in	in	ADP
epaa-363	374	38	korea	korea	PROPN
epaa-363	374	39	than	than	ADP
epaa-363	374	40	in	in	ADP
epaa-363	374	41	france	france	PROPN
epaa-363	374	42	,	,	PUNCT
epaa-363	374	43	the	the	DET
epaa-363	374	44	us	us	PROPN
epaa-363	374	45	,	,	PUNCT
epaa-363	374	46	or	or	CCONJ
epaa-363	374	47	hong	hong	PROPN
epaa-363	374	48	kong	kong	PROPN
epaa-363	374	49	.	.	PUNCT
epaa-363	375	1	note	note	VERB
epaa-363	375	2	that	that	SCONJ
epaa-363	375	3	the	the	DET
epaa-363	375	4	total	total	ADJ
epaa-363	375	5	variance	variance	NOUN
epaa-363	375	6	in	in	ADP
epaa-363	375	7	the	the	DET
epaa-363	375	8	background	background	NOUN
epaa-363	375	9	factors	factor	NOUN
epaa-363	375	10	included	include	VERB
epaa-363	375	11	in	in	ADP
epaa-363	375	12	the	the	DET
epaa-363	375	13	fixed	fix	VERB
epaa-363	375	14	model	model	NOUN
epaa-363	375	15	is	be	AUX
epaa-363	375	16	not	not	PART
epaa-363	375	17	larger	large	ADJ
epaa-363	375	18	within	within	ADP
epaa-363	375	19	classrooms	classroom	NOUN
epaa-363	375	20	in	in	ADP
epaa-363	375	21	korea	korea	PROPN
epaa-363	375	22	than	than	ADP
epaa-363	375	23	in	in	ADP
epaa-363	375	24	the	the	DET
epaa-363	375	25	us	us	PROPN
epaa-363	375	26	.	.	PUNCT
epaa-363	376	1	however	however	ADV
epaa-363	376	2	,	,	PUNCT
epaa-363	376	3	more	more	ADJ
epaa-363	376	4	of	of	ADP
epaa-363	376	5	the	the	DET
epaa-363	376	6	variance	variance	NOUN
epaa-363	376	7	that	that	PRON
epaa-363	376	8	predicts	predict	VERB
epaa-363	376	9	student	student	NOUN
epaa-363	376	10	performance	performance	NOUN
epaa-363	376	11	may	may	AUX
epaa-363	376	12	lie	lie	VERB
epaa-363	376	13	within	within	ADP
epaa-363	376	14	classrooms	classroom	NOUN
epaa-363	376	15	in	in	ADP
epaa-363	376	16	korea	korea	PROPN
epaa-363	376	17	.	.	PUNCT
epaa-363	377	1	in	in	ADP
epaa-363	377	2	contrast	contrast	NOUN
epaa-363	377	3	,	,	PUNCT
epaa-363	377	4	in	in	ADP
epaa-363	377	5	countries	country	NOUN
epaa-363	377	6	like	like	ADP
epaa-363	377	7	the	the	DET
epaa-363	377	8	us	us	PROPN
epaa-363	377	9	,	,	PUNCT
epaa-363	377	10	the	the	DET
epaa-363	377	11	combination	combination	NOUN
epaa-363	377	12	of	of	ADP
epaa-363	377	13	residential	residential	ADJ
epaa-363	377	14	stratification	stratification	NOUN
epaa-363	377	15	and	and	CCONJ
epaa-363	377	16	tracking	tracking	NOUN
epaa-363	377	17	would	would	AUX
epaa-363	377	18	result	result	VERB
epaa-363	377	19	in	in	ADP
epaa-363	377	20	much	much	ADJ
epaa-363	377	21	of	of	ADP
epaa-363	377	22	the	the	DET
epaa-363	377	23	relevant	relevant	ADJ
epaa-363	377	24	variance	variance	NOUN
epaa-363	377	25	of	of	ADP
epaa-363	377	26	these	these	DET
epaa-363	377	27	background	background	NOUN
epaa-363	377	28	variables	variable	NOUN
epaa-363	377	29	lying	lie	VERB
epaa-363	377	30	between	between	ADP
epaa-363	377	31	classrooms	classroom	NOUN
epaa-363	377	32	rather	rather	ADV
epaa-363	377	33	than	than	ADP
epaa-363	377	34	within	within	ADP
epaa-363	377	35	them	they	PRON
epaa-363	377	36	.	.	PUNCT
epaa-363	378	1	however	however	ADV
epaa-363	378	2	,	,	PUNCT
epaa-363	378	3	other	other	ADJ
epaa-363	378	4	factors	factor	NOUN
epaa-363	378	5	,	,	PUNCT
epaa-363	378	6	such	such	ADJ
epaa-363	378	7	as	as	ADP
epaa-363	378	8	instructional	instructional	ADJ
epaa-363	378	9	differences	difference	NOUN
epaa-363	378	10	,	,	PUNCT
epaa-363	378	11	might	might	AUX
epaa-363	378	12	also	also	ADV
epaa-363	378	13	contribute	contribute	VERB
epaa-363	378	14	to	to	ADP
epaa-363	378	15	the	the	DET
epaa-363	378	16	differences	difference	NOUN
epaa-363	378	17	between	between	ADP
epaa-363	378	18	korea	korea	PROPN
epaa-363	378	19	and	and	CCONJ
epaa-363	378	20	the	the	DET
epaa-363	378	21	other	other	ADJ
epaa-363	378	22	countries	country	NOUN
epaa-363	378	23	examined	examine	VERB
epaa-363	378	24	.	.	PUNCT
epaa-363	379	1	for	for	ADP
epaa-363	379	2	example	example	NOUN
epaa-363	379	3	,	,	PUNCT
epaa-363	379	4	instruction	instruction	NOUN
epaa-363	379	5	might	might	AUX
epaa-363	379	6	vary	vary	VERB
epaa-363	379	7	less	less	ADV
epaa-363	379	8	among	among	ADP
epaa-363	379	9	classrooms	classroom	NOUN
epaa-363	379	10	in	in	ADP
epaa-363	379	11	korea	korea	PROPN
epaa-363	379	12	than	than	ADP
epaa-363	379	13	in	in	ADP
epaa-363	379	14	hong	hong	PROPN
epaa-363	379	15	kong	kong	PROPN
epaa-363	379	16	or	or	CCONJ
epaa-363	379	17	the	the	DET
epaa-363	379	18	us	us	PROPN
epaa-363	379	19	.	.	PUNCT
epaa-363	380	1	this	this	PRON
epaa-363	380	2	might	might	AUX
epaa-363	380	3	help	help	VERB
epaa-363	380	4	explain	explain	VERB
epaa-363	380	5	the	the	DET
epaa-363	380	6	lack	lack	NOUN
epaa-363	380	7	of	of	ADP
epaa-363	380	8	performance	performance	NOUN
epaa-363	380	9	variation	variation	NOUN
epaa-363	380	10	between	between	ADP
epaa-363	380	11	classrooms	classroom	NOUN
epaa-363	380	12	.	.	PUNCT
epaa-363	381	1	instructional	instructional	ADJ
epaa-363	381	2	factors	factor	NOUN
epaa-363	381	3	might	might	AUX
epaa-363	381	4	also	also	ADV
epaa-363	381	5	contribute	contribute	VERB
epaa-363	381	6	to	to	ADP
epaa-363	381	7	the	the	DET
epaa-363	381	8	greater	great	ADJ
epaa-363	381	9	within	within	ADP
epaa-363	381	10	-	-	PUNCT
epaa-363	381	11	classroom	classroom	NOUN
epaa-363	381	12	predictive	predictive	ADJ
epaa-363	381	13	power	power	NOUN
epaa-363	381	14	of	of	ADP
epaa-363	381	15	background	background	NOUN
epaa-363	381	16	factors	factor	NOUN
epaa-363	381	17	in	in	ADP
epaa-363	381	18	korea	korea	PROPN
epaa-363	381	19	.	.	PUNCT
epaa-363	382	1	although	although	SCONJ
epaa-363	382	2	many	many	ADJ
epaa-363	382	3	current	current	ADJ
epaa-363	382	4	us	us	PROPN
epaa-363	382	5	reform	reform	NOUN
epaa-363	382	6	efforts	effort	NOUN
epaa-363	382	7	aim	aim	VERB
epaa-363	382	8	for	for	ADP
epaa-363	382	9	both	both	CCONJ
epaa-363	382	10	higher	high	ADJ
epaa-363	382	11	standards	standard	NOUN
epaa-363	382	12	and	and	CCONJ
epaa-363	382	13	greater	great	ADJ
epaa-363	382	14	equity	equity	NOUN
epaa-363	382	15	of	of	ADP
epaa-363	382	16	outcomes	outcome	NOUN
epaa-363	382	17	,	,	PUNCT
epaa-363	382	18	it	it	PRON
epaa-363	382	19	is	be	AUX
epaa-363	382	20	possible	possible	ADJ
epaa-363	382	21	that	that	SCONJ
epaa-363	382	22	all	all	DET
epaa-363	382	23	other	other	ADJ
epaa-363	382	24	factors	factor	NOUN
epaa-363	382	25	being	be	AUX
epaa-363	382	26	equal	equal	ADJ
epaa-363	382	27	,	,	PUNCT
epaa-363	382	28	a	a	DET
epaa-363	382	29	very	very	ADV
epaa-363	382	30	high	high	ADJ
epaa-363	382	31	level	level	NOUN
epaa-363	382	32	of	of	ADP
epaa-363	382	33	standards	standard	NOUN
epaa-363	382	34	could	could	AUX
epaa-363	382	35	increase	increase	VERB
epaa-363	382	36	score	score	NOUN
epaa-363	382	37	variance	variance	NOUN
epaa-363	382	38	,	,	PUNCT
epaa-363	382	39	as	as	SCONJ
epaa-363	382	40	the	the	DET
epaa-363	382	41	more	more	ADV
epaa-363	382	42	able	able	ADJ
epaa-363	382	43	students	student	NOUN
epaa-363	382	44	might	might	AUX
epaa-363	382	45	be	be	AUX
epaa-363	382	46	better	well	ADV
epaa-363	382	47	able	able	ADJ
epaa-363	382	48	to	to	PART
epaa-363	382	49	take	take	VERB
epaa-363	382	50	advantage	advantage	NOUN
epaa-363	382	51	of	of	ADP
epaa-363	382	52	more	more	ADV
epaa-363	382	53	difficult	difficult	ADJ
epaa-363	382	54	material	material	NOUN
epaa-363	382	55	.	.	PUNCT
epaa-363	383	1	curriculum	curriculum	NOUN
epaa-363	383	2	differences	difference	NOUN
epaa-363	383	3	might	might	AUX
epaa-363	383	4	also	also	ADV
epaa-363	383	5	correlate	correlate	VERB
epaa-363	383	6	differently	differently	ADV
epaa-363	383	7	with	with	ADP
epaa-363	383	8	background	background	NOUN
epaa-363	383	9	factors	factor	NOUN
epaa-363	383	10	from	from	ADP
epaa-363	383	11	one	one	NUM
epaa-363	383	12	country	country	NOUN
epaa-363	383	13	to	to	ADP
epaa-363	383	14	another	another	PRON
epaa-363	383	15	.	.	PUNCT
epaa-363	384	1	if	if	SCONJ
epaa-363	384	2	curriculum	curriculum	NOUN
epaa-363	384	3	differences	difference	NOUN
epaa-363	384	4	are	be	AUX
epaa-363	384	5	less	less	ADV
epaa-363	384	6	highly	highly	ADV
epaa-363	384	7	correlated	correlate	VERB
epaa-363	384	8	with	with	ADP
epaa-363	384	9	background	background	NOUN
epaa-363	384	10	factors	factor	NOUN
epaa-363	384	11	in	in	ADP
epaa-363	384	12	korea	korea	PROPN
epaa-363	384	13	than	than	ADP
epaa-363	384	14	in	in	ADP
epaa-363	384	15	the	the	DET
epaa-363	384	16	us	us	PROPN
epaa-363	384	17	,	,	PUNCT
epaa-363	384	18	that	that	PRON
epaa-363	384	19	too	too	ADV
epaa-363	384	20	could	could	AUX
epaa-363	384	21	contribute	contribute	VERB
epaa-363	384	22	to	to	ADP
epaa-363	384	23	the	the	DET
epaa-363	384	24	patterns	pattern	NOUN
epaa-363	384	25	we	we	PRON
epaa-363	384	26	found	find	VERB
epaa-363	384	27	.	.	PUNCT
epaa-363	385	1	the	the	DET
epaa-363	385	2	results	result	NOUN
epaa-363	385	3	for	for	ADP
epaa-363	385	4	hong	hong	PROPN
epaa-363	385	5	kong	kong	PROPN
epaa-363	385	6	also	also	ADV
epaa-363	385	7	raise	raise	VERB
epaa-363	385	8	interesting	interesting	ADJ
epaa-363	385	9	questions	question	NOUN
epaa-363	385	10	.	.	PUNCT
epaa-363	386	1	four	four	NUM
epaa-363	386	2	asian	asian	ADJ
epaa-363	386	3	countries	country	NOUN
epaa-363	386	4	,	,	PUNCT
epaa-363	386	5	22	22	NUM
epaa-363	386	6	of	of	ADP
epaa-363	386	7	28	28	NUM
epaa-363	386	8	singapore	singapore	PROPN
epaa-363	386	9	,	,	PUNCT
epaa-363	386	10	korea	korea	PROPN
epaa-363	386	11	,	,	PUNCT
epaa-363	386	12	japan	japan	PROPN
epaa-363	386	13	,	,	PUNCT
epaa-363	386	14	and	and	CCONJ
epaa-363	386	15	hong	hong	PROPN
epaa-363	386	16	kong	kong	PROPN
epaa-363	386	17	,	,	PUNCT
epaa-363	386	18	ranked	rank	VERB
epaa-363	386	19	highest	high	ADJ
epaa-363	386	20	in	in	ADP
epaa-363	386	21	grade	grade	NOUN
epaa-363	386	22	8	8	NUM
epaa-363	386	23	mathematics	mathematic	NOUN
epaa-363	386	24	in	in	ADP
epaa-363	386	25	timss	timss	PROPN
epaa-363	386	26	.	.	PUNCT
epaa-363	387	1	hong	hong	PROPN
epaa-363	387	2	kong	kong	PROPN
epaa-363	387	3	is	be	AUX
epaa-363	387	4	also	also	ADV
epaa-363	387	5	similar	similar	ADJ
epaa-363	387	6	to	to	ADP
epaa-363	387	7	japan	japan	PROPN
epaa-363	387	8	and	and	CCONJ
epaa-363	387	9	korea	korea	PROPN
epaa-363	387	10	,	,	PUNCT
epaa-363	387	11	but	but	CCONJ
epaa-363	387	12	not	not	PART
epaa-363	387	13	singapore	singapore	NOUN
epaa-363	387	14	,	,	PUNCT
epaa-363	387	15	in	in	ADP
epaa-363	387	16	terms	term	NOUN
epaa-363	387	17	of	of	ADP
epaa-363	387	18	its	its	PRON
epaa-363	387	19	simple	simple	ADJ
epaa-363	387	20	standard	standard	ADJ
epaa-363	387	21	deviation	deviation	NOUN
epaa-363	387	22	of	of	ADP
epaa-363	387	23	scores	score	NOUN
epaa-363	387	24	.	.	PUNCT
epaa-363	388	1	our	our	PRON
epaa-363	388	2	results	result	NOUN
epaa-363	388	3	,	,	PUNCT
epaa-363	388	4	however	however	ADV
epaa-363	388	5	,	,	PUNCT
epaa-363	388	6	showed	show	VERB
epaa-363	388	7	that	that	SCONJ
epaa-363	388	8	in	in	ADP
epaa-363	388	9	both	both	CCONJ
epaa-363	388	10	the	the	DET
epaa-363	388	11	decomposition	decomposition	NOUN
epaa-363	388	12	and	and	CCONJ
epaa-363	388	13	prediction	prediction	NOUN
epaa-363	388	14	of	of	ADP
epaa-363	388	15	performance	performance	NOUN
epaa-363	388	16	variation	variation	NOUN
epaa-363	388	17	,	,	PUNCT
epaa-363	388	18	hong	hong	PROPN
epaa-363	388	19	kong	kong	PROPN
epaa-363	388	20	is	be	AUX
epaa-363	388	21	very	very	ADV
epaa-363	388	22	similar	similar	ADJ
epaa-363	388	23	to	to	ADP
epaa-363	388	24	the	the	DET
epaa-363	388	25	us	us	PROPN
epaa-363	388	26	and	and	CCONJ
epaa-363	388	27	strikingly	strikingly	ADV
epaa-363	388	28	different	different	ADJ
epaa-363	388	29	from	from	ADP
epaa-363	388	30	korea	korea	PROPN
epaa-363	388	31	and	and	CCONJ
epaa-363	388	32	japan	japan	PROPN
epaa-363	388	33	.	.	PUNCT
epaa-363	389	1	hong	hong	PROPN
epaa-363	389	2	kong	kong	PROPN
epaa-363	389	3	is	be	AUX
epaa-363	389	4	also	also	ADV
epaa-363	389	5	similar	similar	ADJ
epaa-363	389	6	to	to	ADP
epaa-363	389	7	the	the	DET
epaa-363	389	8	us	us	PROPN
epaa-363	389	9	in	in	ADP
epaa-363	389	10	terms	term	NOUN
epaa-363	389	11	of	of	ADP
epaa-363	389	12	the	the	DET
epaa-363	389	13	decomposition	decomposition	NOUN
epaa-363	389	14	of	of	ADP
epaa-363	389	15	the	the	DET
epaa-363	389	16	variance	variance	NOUN
epaa-363	389	17	of	of	ADP
epaa-363	389	18	predictor	predictor	NOUN
epaa-363	389	19	variables	variable	NOUN
epaa-363	389	20	.	.	PUNCT
epaa-363	390	1	further	further	ADJ
epaa-363	390	2	investigation	investigation	NOUN
epaa-363	390	3	of	of	ADP
epaa-363	390	4	factors	factor	NOUN
epaa-363	390	5	that	that	PRON
epaa-363	390	6	might	might	AUX
epaa-363	390	7	cause	cause	VERB
epaa-363	390	8	hong	hong	PROPN
epaa-363	390	9	kong	kong	PROPN
epaa-363	390	10	to	to	PART
epaa-363	390	11	resemble	resemble	VERB
epaa-363	390	12	other	other	ADJ
epaa-363	390	13	highly	highly	ADV
epaa-363	390	14	developed	develop	VERB
epaa-363	390	15	asian	asian	ADJ
epaa-363	390	16	countries	country	NOUN
epaa-363	390	17	in	in	ADP
epaa-363	390	18	some	some	DET
epaa-363	390	19	respects	respect	NOUN
epaa-363	390	20	but	but	CCONJ
epaa-363	390	21	the	the	DET
epaa-363	390	22	us	us	PROPN
epaa-363	390	23	in	in	ADP
epaa-363	390	24	other	other	ADJ
epaa-363	390	25	respects	respect	NOUN
epaa-363	390	26	could	could	AUX
epaa-363	390	27	help	help	VERB
epaa-363	390	28	avoid	avoid	VERB
epaa-363	390	29	simplistic	simplistic	ADJ
epaa-363	390	30	explanations	explanation	NOUN
epaa-363	390	31	of	of	ADP
epaa-363	390	32	cross	cross	ADJ
epaa-363	390	33	-	-	ADJ
epaa-363	390	34	national	national	ADJ
epaa-363	390	35	differences	difference	NOUN
epaa-363	390	36	in	in	ADP
epaa-363	390	37	performance	performance	NOUN
epaa-363	390	38	.	.	PUNCT
epaa-363	391	1	finally	finally	ADV
epaa-363	391	2	,	,	PUNCT
epaa-363	391	3	several	several	ADJ
epaa-363	391	4	aspects	aspect	NOUN
epaa-363	391	5	of	of	ADP
epaa-363	391	6	performance	performance	NOUN
epaa-363	391	7	variation	variation	NOUN
epaa-363	391	8	in	in	ADP
epaa-363	391	9	france	france	PROPN
epaa-363	391	10	–	–	PUNCT
epaa-363	391	11	the	the	DET
epaa-363	391	12	relatively	relatively	ADV
epaa-363	391	13	small	small	ADJ
epaa-363	391	14	overall	overall	ADJ
epaa-363	391	15	standard	standard	ADJ
epaa-363	391	16	deviation	deviation	NOUN
epaa-363	391	17	of	of	ADP
epaa-363	391	18	scores	score	NOUN
epaa-363	391	19	,	,	PUNCT
epaa-363	391	20	and	and	CCONJ
epaa-363	391	21	the	the	DET
epaa-363	391	22	small	small	ADJ
epaa-363	391	23	total	total	NOUN
epaa-363	391	24	and	and	CCONJ
epaa-363	391	25	predicted	predict	VERB
epaa-363	391	26	between	between	ADP
epaa-363	391	27	-	-	PUNCT
epaa-363	391	28	classroom	classroom	NOUN
epaa-363	391	29	variance	variance	NOUN
epaa-363	391	30	–	–	PUNCT
epaa-363	391	31	could	could	AUX
epaa-363	391	32	have	have	VERB
epaa-363	391	33	important	important	ADJ
epaa-363	391	34	implications	implication	NOUN
epaa-363	391	35	for	for	ADP
epaa-363	391	36	policy	policy	NOUN
epaa-363	391	37	.	.	PUNCT
epaa-363	392	1	as	as	SCONJ
epaa-363	392	2	noted	note	VERB
epaa-363	392	3	earlier	early	ADV
epaa-363	392	4	,	,	PUNCT
epaa-363	392	5	it	it	PRON
epaa-363	392	6	is	be	AUX
epaa-363	392	7	not	not	PART
epaa-363	392	8	clear	clear	ADJ
epaa-363	392	9	from	from	ADP
epaa-363	392	10	our	our	PRON
epaa-363	392	11	results	result	NOUN
epaa-363	392	12	whether	whether	SCONJ
epaa-363	392	13	lesser	less	ADJ
epaa-363	392	14	between	between	ADP
epaa-363	392	15	-	-	PUNCT
epaa-363	392	16	classroom	classroom	NOUN
epaa-363	392	17	variation	variation	NOUN
epaa-363	392	18	in	in	ADP
epaa-363	392	19	predictors	predictor	NOUN
epaa-363	392	20	contributed	contribute	VERB
epaa-363	392	21	to	to	ADP
epaa-363	392	22	this	this	PRON
epaa-363	392	23	,	,	PUNCT
epaa-363	392	24	but	but	CCONJ
epaa-363	392	25	decompositions	decomposition	NOUN
epaa-363	392	26	of	of	ADP
epaa-363	392	27	predictor	predictor	NOUN
epaa-363	392	28	variance	variance	NOUN
epaa-363	392	29	did	do	AUX
epaa-363	392	30	not	not	PART
epaa-363	392	31	suggest	suggest	VERB
epaa-363	392	32	that	that	SCONJ
epaa-363	392	33	this	this	PRON
epaa-363	392	34	was	be	AUX
epaa-363	392	35	a	a	DET
epaa-363	392	36	major	major	ADJ
epaa-363	392	37	factor	factor	NOUN
epaa-363	392	38	.	.	PUNCT
epaa-363	393	1	some	some	DET
epaa-363	393	2	observers	observer	NOUN
epaa-363	393	3	maintain	maintain	VERB
epaa-363	393	4	that	that	SCONJ
epaa-363	393	5	the	the	DET
epaa-363	393	6	french	french	ADJ
epaa-363	393	7	curriculum	curriculum	NOUN
epaa-363	393	8	is	be	AUX
epaa-363	393	9	highly	highly	ADV
epaa-363	393	10	standardized	standardized	ADJ
epaa-363	393	11	,	,	PUNCT
epaa-363	393	12	even	even	ADV
epaa-363	393	13	compared	compare	VERB
epaa-363	393	14	to	to	ADP
epaa-363	393	15	that	that	PRON
epaa-363	393	16	of	of	ADP
epaa-363	393	17	many	many	ADJ
epaa-363	393	18	other	other	ADJ
epaa-363	393	19	countries	country	NOUN
epaa-363	393	20	with	with	ADP
epaa-363	393	21	national	national	ADJ
epaa-363	393	22	curricula	curricula	NOUN
epaa-363	393	23	.	.	PUNCT
epaa-363	394	1	if	if	SCONJ
epaa-363	394	2	so	so	ADV
epaa-363	394	3	,	,	PUNCT
epaa-363	394	4	that	that	DET
epaa-363	394	5	uniformity	uniformity	NOUN
epaa-363	394	6	could	could	AUX
epaa-363	394	7	contribute	contribute	VERB
epaa-363	394	8	to	to	ADP
epaa-363	394	9	both	both	DET
epaa-363	394	10	a	a	DET
epaa-363	394	11	smaller	small	ADJ
epaa-363	394	12	between	between	ADP
epaa-363	394	13	-	-	PUNCT
epaa-363	394	14	classroom	classroom	NOUN
epaa-363	394	15	variance	variance	NOUN
epaa-363	394	16	.	.	PUNCT
epaa-363	395	1	in	in	ADP
epaa-363	395	2	addition	addition	NOUN
epaa-363	395	3	,	,	PUNCT
epaa-363	395	4	by	by	ADP
epaa-363	395	5	weakening	weaken	VERB
epaa-363	395	6	any	any	DET
epaa-363	395	7	correlations	correlation	NOUN
epaa-363	395	8	between	between	ADP
epaa-363	395	9	curricular	curricular	ADJ
epaa-363	395	10	variables	variable	NOUN
epaa-363	395	11	and	and	CCONJ
epaa-363	395	12	social	social	ADJ
epaa-363	395	13	background	background	NOUN
epaa-363	395	14	,	,	PUNCT
epaa-363	395	15	uniformity	uniformity	NOUN
epaa-363	395	16	of	of	ADP
epaa-363	395	17	curriculum	curriculum	NOUN
epaa-363	395	18	could	could	AUX
epaa-363	395	19	also	also	ADV
epaa-363	395	20	lessen	lessen	VERB
epaa-363	395	21	the	the	DET
epaa-363	395	22	prediction	prediction	NOUN
epaa-363	395	23	of	of	ADP
epaa-363	395	24	score	score	NOUN
epaa-363	395	25	variance	variance	NOUN
epaa-363	395	26	by	by	ADP
epaa-363	395	27	background	background	NOUN
epaa-363	395	28	factors	factor	NOUN
epaa-363	395	29	.	.	PUNCT
epaa-363	396	1	further	further	ADJ
epaa-363	396	2	analysis	analysis	NOUN
epaa-363	396	3	of	of	ADP
epaa-363	396	4	timss	timss	NOUN
epaa-363	396	5	data	datum	NOUN
epaa-363	396	6	may	may	AUX
epaa-363	396	7	help	help	VERB
epaa-363	396	8	shed	shed	VERB
epaa-363	396	9	light	light	NOUN
epaa-363	396	10	on	on	ADP
epaa-363	396	11	these	these	DET
epaa-363	396	12	questions	question	NOUN
epaa-363	396	13	.	.	PUNCT
epaa-363	397	1	for	for	ADP
epaa-363	397	2	example	example	NOUN
epaa-363	397	3	,	,	PUNCT
epaa-363	397	4	the	the	DET
epaa-363	397	5	present	present	ADJ
epaa-363	397	6	analysis	analysis	NOUN
epaa-363	397	7	could	could	AUX
epaa-363	397	8	be	be	AUX
epaa-363	397	9	expanded	expand	VERB
epaa-363	397	10	to	to	PART
epaa-363	397	11	incorporate	incorporate	VERB
epaa-363	397	12	instructional	instructional	ADJ
epaa-363	397	13	and	and	CCONJ
epaa-363	397	14	curriculum	curriculum	NOUN
epaa-363	397	15	variables	variable	NOUN
epaa-363	397	16	as	as	ADV
epaa-363	397	17	well	well	ADV
epaa-363	397	18	as	as	ADP
epaa-363	397	19	background	background	NOUN
epaa-363	397	20	factors	factor	NOUN
epaa-363	397	21	.	.	PUNCT
epaa-363	398	1	the	the	DET
epaa-363	398	2	timss	timss	PROPN
epaa-363	398	3	data	data	PROPN
epaa-363	398	4	,	,	PUNCT
epaa-363	398	5	however	however	ADV
epaa-363	398	6	,	,	PUNCT
epaa-363	398	7	will	will	AUX
epaa-363	398	8	not	not	PART
epaa-363	398	9	be	be	AUX
epaa-363	398	10	sufficient	sufficient	ADJ
epaa-363	398	11	to	to	PART
epaa-363	398	12	address	address	VERB
epaa-363	398	13	certain	certain	ADJ
epaa-363	398	14	key	key	ADJ
epaa-363	398	15	aspects	aspect	NOUN
epaa-363	398	16	of	of	ADP
epaa-363	398	17	these	these	DET
epaa-363	398	18	questions	question	NOUN
epaa-363	398	19	.	.	PUNCT
epaa-363	399	1	they	they	PRON
epaa-363	399	2	can	can	AUX
epaa-363	399	3	not	not	PART
epaa-363	399	4	provide	provide	VERB
epaa-363	399	5	useful	useful	ADJ
epaa-363	399	6	data	datum	NOUN
epaa-363	399	7	about	about	ADP
epaa-363	399	8	variations	variation	NOUN
epaa-363	399	9	in	in	ADP
epaa-363	399	10	larger	large	ADJ
epaa-363	399	11	aggregates	aggregate	NOUN
epaa-363	399	12	,	,	PUNCT
epaa-363	399	13	including	include	VERB
epaa-363	399	14	schools	school	NOUN
epaa-363	399	15	and	and	CCONJ
epaa-363	399	16	states	state	NOUN
epaa-363	399	17	(	(	PUNCT
epaa-363	399	18	and	and	CCONJ
epaa-363	399	19	their	their	PRON
epaa-363	399	20	equivalents	equivalent	NOUN
epaa-363	399	21	)	)	PUNCT
epaa-363	399	22	.	.	PUNCT
epaa-363	400	1	moreover	moreover	ADV
epaa-363	400	2	,	,	PUNCT
epaa-363	400	3	in	in	ADP
epaa-363	400	4	most	most	ADJ
epaa-363	400	5	countries	country	NOUN
epaa-363	400	6	,	,	PUNCT
epaa-363	400	7	timss	timss	PROPN
epaa-363	400	8	collected	collect	VERB
epaa-363	400	9	very	very	ADV
epaa-363	400	10	little	little	ADJ
epaa-363	400	11	information	information	NOUN
epaa-363	400	12	about	about	ADP
epaa-363	400	13	stratification	stratification	NOUN
epaa-363	400	14	,	,	PUNCT
epaa-363	400	15	either	either	CCONJ
epaa-363	400	16	within	within	ADP
epaa-363	400	17	or	or	CCONJ
epaa-363	400	18	between	between	ADP
epaa-363	400	19	schools	school	NOUN
epaa-363	400	20	.	.	PUNCT
epaa-363	401	1	these	these	DET
epaa-363	401	2	gaps	gap	NOUN
epaa-363	401	3	could	could	AUX
epaa-363	401	4	be	be	AUX
epaa-363	401	5	addressed	address	VERB
epaa-363	401	6	either	either	CCONJ
epaa-363	401	7	by	by	ADP
epaa-363	401	8	modifications	modification	NOUN
epaa-363	401	9	of	of	ADP
epaa-363	401	10	future	future	ADJ
epaa-363	401	11	international	international	ADJ
epaa-363	401	12	surveys	survey	NOUN
epaa-363	401	13	or	or	CCONJ
epaa-363	401	14	by	by	ADP
epaa-363	401	15	the	the	DET
epaa-363	401	16	use	use	NOUN
epaa-363	401	17	of	of	ADP
epaa-363	401	18	smaller	small	ADJ
epaa-363	401	19	,	,	PUNCT
epaa-363	401	20	more	more	ADV
epaa-363	401	21	focused	focused	ADJ
epaa-363	401	22	studies	study	NOUN
epaa-363	401	23	in	in	ADP
epaa-363	401	24	selected	select	VERB
epaa-363	401	25	countries	country	NOUN
epaa-363	401	26	.	.	PUNCT
epaa-363	402	1	notes	note	VERB
epaa-363	402	2	a	a	DET
epaa-363	402	3	number	number	NOUN
epaa-363	402	4	of	of	ADP
epaa-363	402	5	studies	study	NOUN
epaa-363	402	6	have	have	AUX
epaa-363	402	7	shown	show	VERB
epaa-363	402	8	that	that	SCONJ
epaa-363	402	9	even	even	ADV
epaa-363	402	10	older	old	ADJ
epaa-363	402	11	students	student	NOUN
epaa-363	402	12	often	often	ADV
epaa-363	402	13	provide	provide	VERB
epaa-363	402	14	reports	report	NOUN
epaa-363	402	15	of	of	ADP
epaa-363	402	16	background	background	NOUN
epaa-363	402	17	variables	variable	NOUN
epaa-363	402	18	that	that	PRON
epaa-363	402	19	are	be	AUX
epaa-363	402	20	inconsistent	inconsistent	ADJ
epaa-363	402	21	with	with	ADP
epaa-363	402	22	those	those	PRON
epaa-363	402	23	of	of	ADP
epaa-363	402	24	their	their	PRON
epaa-363	402	25	parents	parent	NOUN
epaa-363	402	26	.	.	PUNCT
epaa-363	403	1	for	for	ADP
epaa-363	403	2	example	example	NOUN
epaa-363	403	3	,	,	PUNCT
epaa-363	403	4	kaufman	kaufman	NOUN
epaa-363	403	5	and	and	CCONJ
epaa-363	403	6	rasinski	rasinski	ADJ
epaa-363	403	7	(	(	PUNCT
epaa-363	403	8	1991	1991	NUM
epaa-363	403	9	)	)	PUNCT
epaa-363	403	10	showed	show	VERB
epaa-363	403	11	that	that	SCONJ
epaa-363	403	12	only	only	ADV
epaa-363	403	13	roughly	roughly	ADV
epaa-363	403	14	60	60	NUM
epaa-363	403	15	percent	percent	NOUN
epaa-363	403	16	of	of	ADP
epaa-363	403	17	eighth	eighth	ADJ
epaa-363	403	18	-	-	PUNCT
epaa-363	403	19	grade	grade	NOUN
epaa-363	403	20	students	student	NOUN
epaa-363	403	21	in	in	ADP
epaa-363	403	22	the	the	DET
epaa-363	403	23	national	national	ADJ
epaa-363	403	24	education	education	PROPN
epaa-363	403	25	longitudinal	longitudinal	ADJ
epaa-363	403	26	study	study	NOUN
epaa-363	403	27	(	(	PUNCT
epaa-363	403	28	nels-88	nels-88	NOUN
epaa-363	403	29	)	)	PUNCT
epaa-363	403	30	agreed	agree	VERB
epaa-363	403	31	with	with	ADP
epaa-363	403	32	their	their	PRON
epaa-363	403	33	parents	parent	NOUN
epaa-363	403	34	about	about	ADP
epaa-363	403	35	their	their	PRON
epaa-363	403	36	parents	parent	NOUN
epaa-363	403	37	'	'	PART
epaa-363	403	38	educational	educational	ADJ
epaa-363	403	39	attainment	attainment	NOUN
epaa-363	403	40	(	(	PUNCT
epaa-363	403	41	kaufman	kaufman	NOUN
epaa-363	403	42	and	and	CCONJ
epaa-363	403	43	rasinski	rasinski	ADJ
epaa-363	403	44	,	,	PUNCT
epaa-363	403	45	1991	1991	NUM
epaa-363	403	46	,	,	PUNCT
epaa-363	403	47	table	table	NOUN
epaa-363	403	48	3.2	3.2	NUM
epaa-363	403	49	)	)	PUNCT
epaa-363	403	50	.	.	PUNCT
epaa-363	404	1	a	a	DET
epaa-363	404	2	study	study	NOUN
epaa-363	404	3	of	of	ADP
epaa-363	404	4	asian	asian	ADJ
epaa-363	404	5	and	and	CCONJ
epaa-363	404	6	hispanic	hispanic	ADJ
epaa-363	404	7	students	student	NOUN
epaa-363	404	8	in	in	ADP
epaa-363	404	9	naep	naep	ADJ
epaa-363	404	10	found	find	VERB
epaa-363	404	11	similar	similar	ADJ
epaa-363	404	12	results	result	NOUN
epaa-363	404	13	for	for	ADP
epaa-363	404	14	middle	middle	ADJ
epaa-363	404	15	-	-	PUNCT
epaa-363	404	16	school	school	NOUN
epaa-363	404	17	students	student	NOUN
epaa-363	404	18	but	but	CCONJ
epaa-363	404	19	found	find	VERB
epaa-363	404	20	that	that	SCONJ
epaa-363	404	21	fewer	few	ADJ
epaa-363	404	22	than	than	ADP
epaa-363	404	23	half	half	NOUN
epaa-363	404	24	of	of	ADP
epaa-363	404	25	third	third	ADJ
epaa-363	404	26	-	-	PUNCT
epaa-363	404	27	grade	grade	NOUN
epaa-363	404	28	students	student	NOUN
epaa-363	404	29	agreed	agree	VERB
epaa-363	404	30	with	with	ADP
epaa-363	404	31	their	their	PRON
epaa-363	404	32	parents	parent	NOUN
epaa-363	404	33	on	on	ADP
epaa-363	404	34	this	this	DET
epaa-363	404	35	variable	variable	NOUN
epaa-363	404	36	(	(	PUNCT
epaa-363	404	37	baratz	baratz	PROPN
epaa-363	404	38	-	-	PUNCT
epaa-363	404	39	snowden	snowden	PROPN
epaa-363	404	40	,	,	PUNCT
epaa-363	404	41	pollack	pollack	NOUN
epaa-363	404	42	,	,	PUNCT
epaa-363	404	43	and	and	CCONJ
epaa-363	404	44	rock	rock	NOUN
epaa-363	404	45	,	,	PUNCT
epaa-363	404	46	1988	1988	NUM
epaa-363	404	47	)	)	PUNCT
epaa-363	404	48	.	.	PUNCT
epaa-363	405	1	1	1	X
epaa-363	405	2	.	.	X
epaa-363	405	3	note	note	VERB
epaa-363	405	4	that	that	SCONJ
epaa-363	405	5	the	the	DET
epaa-363	405	6	shape	shape	NOUN
epaa-363	405	7	of	of	ADP
epaa-363	405	8	the	the	DET
epaa-363	405	9	distributions	distribution	NOUN
epaa-363	405	10	depend	depend	VERB
epaa-363	405	11	on	on	ADP
epaa-363	405	12	the	the	DET
epaa-363	405	13	mix	mix	NOUN
epaa-363	405	14	of	of	ADP
epaa-363	405	15	items	item	NOUN
epaa-363	405	16	included	include	VERB
epaa-363	405	17	in	in	ADP
epaa-363	405	18	the	the	DET
epaa-363	405	19	assessment	assessment	NOUN
epaa-363	405	20	.	.	PUNCT
epaa-363	406	1	for	for	ADP
epaa-363	406	2	example	example	NOUN
epaa-363	406	3	,	,	PUNCT
epaa-363	406	4	it	it	PRON
epaa-363	406	5	is	be	AUX
epaa-363	406	6	possible	possible	ADJ
epaa-363	406	7	that	that	SCONJ
epaa-363	406	8	including	include	VERB
epaa-363	406	9	a	a	DET
epaa-363	406	10	larger	large	ADJ
epaa-363	406	11	number	number	NOUN
epaa-363	406	12	of	of	ADP
epaa-363	406	13	easy	easy	ADJ
epaa-363	406	14	items	item	NOUN
epaa-363	406	15	in	in	ADP
epaa-363	406	16	the	the	DET
epaa-363	406	17	assessment	assessment	NOUN
epaa-363	406	18	would	would	AUX
epaa-363	406	19	have	have	AUX
epaa-363	406	20	stretched	stretch	VERB
epaa-363	406	21	the	the	DET
epaa-363	406	22	left	left	ADJ
epaa-363	406	23	-	-	PUNCT
epaa-363	406	24	hand	hand	NOUN
epaa-363	406	25	tails	tail	NOUN
epaa-363	406	26	of	of	ADP
epaa-363	406	27	these	these	DET
epaa-363	406	28	distributions	distribution	NOUN
epaa-363	406	29	,	,	PUNCT
epaa-363	406	30	particularly	particularly	ADV
epaa-363	406	31	the	the	DET
epaa-363	406	32	lower	low	ADJ
epaa-363	406	33	tail	tail	NOUN
epaa-363	406	34	of	of	ADP
epaa-363	406	35	the	the	DET
epaa-363	406	36	us	us	PROPN
epaa-363	406	37	distribution	distribution	NOUN
epaa-363	406	38	.	.	PUNCT
epaa-363	407	1	2	2	X
epaa-363	407	2	.	.	X
epaa-363	407	3	this	this	PRON
epaa-363	407	4	is	be	AUX
epaa-363	407	5	in	in	ADP
epaa-363	407	6	contrast	contrast	NOUN
epaa-363	407	7	to	to	ADP
epaa-363	407	8	traditional	traditional	ADJ
epaa-363	407	9	stepwise	stepwise	NOUN
epaa-363	407	10	or	or	CCONJ
epaa-363	407	11	other	other	ADJ
epaa-363	407	12	empirical	empirical	ADJ
epaa-363	407	13	subsets	subset	NOUN
epaa-363	407	14	procedures	procedure	NOUN
epaa-363	407	15	,	,	PUNCT
epaa-363	407	16	in	in	ADP
epaa-363	407	17	which	which	PRON
epaa-363	407	18	criteria	criterion	NOUN
epaa-363	407	19	specified	specify	VERB
epaa-363	407	20	a	a	DET
epaa-363	407	21	priori	priori	ADV
epaa-363	407	22	,	,	PUNCT
epaa-363	407	23	such	such	ADJ
epaa-363	407	24	as	as	ADP
epaa-363	407	25	f	f	NOUN
epaa-363	407	26	-	-	PUNCT
epaa-363	407	27	for	for	ADP
epaa-363	407	28	-	-	PUNCT
epaa-363	407	29	inclusion	inclusion	NOUN
epaa-363	407	30	,	,	PUNCT
epaa-363	407	31	are	be	AUX
epaa-363	407	32	applied	apply	VERB
epaa-363	407	33	algorithmically	algorithmically	ADV
epaa-363	407	34	.	.	PUNCT
epaa-363	408	1	3	3	X
epaa-363	408	2	.	.	X
epaa-363	408	3	acknowledgements	acknowledgement	NOUN
epaa-363	408	4	23	23	NUM
epaa-363	408	5	of	of	ADP
epaa-363	408	6	28	28	NUM
epaa-363	408	7	this	this	DET
epaa-363	408	8	work	work	NOUN
epaa-363	408	9	was	be	AUX
epaa-363	408	10	conducted	conduct	VERB
epaa-363	408	11	under	under	ADP
epaa-363	408	12	task	task	NOUN
epaa-363	408	13	order	order	NOUN
epaa-363	408	14	1.2.77.1	1.2.77.1	NUM
epaa-363	408	15	with	with	ADP
epaa-363	408	16	the	the	DET
epaa-363	408	17	education	education	NOUN
epaa-363	408	18	statistics	statistics	PROPN
epaa-363	408	19	services	services	PROPN
epaa-363	408	20	institute	institute	PROPN
epaa-363	408	21	,	,	PUNCT
epaa-363	408	22	funded	fund	VERB
epaa-363	408	23	by	by	ADP
epaa-363	408	24	contract	contract	NOUN
epaa-363	408	25	number	number	NOUN
epaa-363	408	26	rn95127001	rn95127001	NOUN
epaa-363	408	27	from	from	ADP
epaa-363	408	28	the	the	DET
epaa-363	408	29	national	national	ADJ
epaa-363	408	30	center	center	NOUN
epaa-363	408	31	for	for	ADP
epaa-363	408	32	education	education	NOUN
epaa-363	408	33	statistics	statistic	NOUN
epaa-363	408	34	.	.	PUNCT
epaa-363	409	1	the	the	DET
epaa-363	409	2	opinions	opinion	NOUN
epaa-363	409	3	expressed	express	VERB
epaa-363	409	4	here	here	ADV
epaa-363	409	5	are	be	AUX
epaa-363	409	6	solely	solely	ADV
epaa-363	409	7	those	those	PRON
epaa-363	409	8	of	of	ADP
epaa-363	409	9	the	the	DET
epaa-363	409	10	authors	author	NOUN
epaa-363	409	11	and	and	CCONJ
epaa-363	409	12	do	do	AUX
epaa-363	409	13	not	not	PART
epaa-363	409	14	necessarily	necessarily	ADV
epaa-363	409	15	represent	represent	VERB
epaa-363	409	16	the	the	DET
epaa-363	409	17	views	view	NOUN
epaa-363	409	18	of	of	ADP
epaa-363	409	19	the	the	DET
epaa-363	409	20	educational	educational	ADJ
epaa-363	409	21	statistics	statistics	PROPN
epaa-363	409	22	services	services	PROPN
epaa-363	409	23	institute	institute	PROPN
epaa-363	409	24	or	or	CCONJ
epaa-363	409	25	the	the	DET
epaa-363	409	26	national	national	ADJ
epaa-363	409	27	center	center	NOUN
epaa-363	409	28	for	for	ADP
epaa-363	409	29	education	education	NOUN
epaa-363	409	30	statistics	statistic	NOUN
epaa-363	409	31	.	.	PUNCT
epaa-363	410	1	the	the	DET
epaa-363	410	2	authors	author	NOUN
epaa-363	410	3	would	would	AUX
epaa-363	410	4	like	like	VERB
epaa-363	410	5	to	to	PART
epaa-363	410	6	acknowledge	acknowledge	VERB
epaa-363	410	7	the	the	DET
epaa-363	410	8	assistance	assistance	NOUN
epaa-363	410	9	of	of	ADP
epaa-363	410	10	several	several	ADJ
epaa-363	410	11	people	people	NOUN
epaa-363	410	12	who	who	PRON
epaa-363	410	13	contributed	contribute	VERB
epaa-363	410	14	to	to	ADP
epaa-363	410	15	this	this	DET
epaa-363	410	16	work	work	NOUN
epaa-363	410	17	.	.	PUNCT
epaa-363	411	1	eugene	eugene	PROPN
epaa-363	411	2	gonzalez	gonzalez	PROPN
epaa-363	411	3	of	of	ADP
epaa-363	411	4	boston	boston	PROPN
epaa-363	411	5	college	college	PROPN
epaa-363	411	6	and	and	CCONJ
epaa-363	411	7	timss	timss	PROPN
epaa-363	411	8	explained	explain	VERB
epaa-363	411	9	numerous	numerous	ADJ
epaa-363	411	10	aspects	aspect	NOUN
epaa-363	411	11	of	of	ADP
epaa-363	411	12	the	the	DET
epaa-363	411	13	timss	timss	PROPN
epaa-363	411	14	data	data	PROPN
epaa-363	411	15	.	.	PUNCT
epaa-363	412	1	al	al	PROPN
epaa-363	412	2	beaton	beaton	PROPN
epaa-363	412	3	and	and	CCONJ
epaa-363	412	4	laura	laura	PROPN
epaa-363	412	5	o'dwyer	o'dwyer	PROPN
epaa-363	412	6	of	of	ADP
epaa-363	412	7	boston	boston	PROPN
epaa-363	412	8	college	college	PROPN
epaa-363	412	9	and	and	CCONJ
epaa-363	412	10	laura	laura	NOUN
epaa-363	412	11	salganik	salganik	X
epaa-363	412	12	of	of	ADP
epaa-363	412	13	the	the	DET
epaa-363	412	14	educational	educational	ADJ
epaa-363	412	15	statistics	statistics	PROPN
epaa-363	412	16	services	services	PROPN
epaa-363	412	17	institute	institute	PROPN
epaa-363	412	18	reviewed	review	VERB
epaa-363	412	19	this	this	DET
epaa-363	412	20	report	report	NOUN
epaa-363	412	21	and	and	CCONJ
epaa-363	412	22	provided	provide	VERB
epaa-363	412	23	valuable	valuable	ADJ
epaa-363	412	24	comments	comment	NOUN
epaa-363	412	25	.	.	PUNCT
epaa-363	413	1	any	any	DET
epaa-363	413	2	errors	error	NOUN
epaa-363	413	3	of	of	ADP
epaa-363	413	4	fact	fact	NOUN
epaa-363	413	5	or	or	CCONJ
epaa-363	413	6	interpretation	interpretation	NOUN
epaa-363	413	7	that	that	PRON
epaa-363	413	8	remain	remain	VERB
epaa-363	413	9	are	be	AUX
epaa-363	413	10	solely	solely	ADV
epaa-363	413	11	the	the	DET
epaa-363	413	12	responsibility	responsibility	NOUN
epaa-363	413	13	of	of	ADP
epaa-363	413	14	the	the	DET
epaa-363	413	15	authors	author	NOUN
epaa-363	413	16	.	.	PUNCT
epaa-363	414	1	christel	christel	PROPN
epaa-363	414	2	osborn	osborn	PROPN
epaa-363	414	3	provided	provide	VERB
epaa-363	414	4	secretarial	secretarial	ADJ
epaa-363	414	5	support	support	NOUN
epaa-363	414	6	for	for	ADP
epaa-363	414	7	the	the	DET
epaa-363	414	8	project	project	NOUN
epaa-363	414	9	.	.	PUNCT
epaa-363	415	1	references	reference	NOUN
epaa-363	415	2	baratz	baratz	PROPN
epaa-363	415	3	-	-	PUNCT
epaa-363	415	4	snowden	snowden	PROPN
epaa-363	415	5	,	,	PUNCT
epaa-363	415	6	j.	j.	PROPN
epaa-363	415	7	,	,	PUNCT
epaa-363	415	8	j.	j.	PROPN
epaa-363	415	9	pollack	pollack	PROPN
epaa-363	415	10	,	,	PUNCT
epaa-363	415	11	and	and	CCONJ
epaa-363	415	12	d.	d.	PROPN
epaa-363	415	13	rock	rock	PROPN
epaa-363	415	14	(	(	PUNCT
epaa-363	415	15	1988	1988	NUM
epaa-363	415	16	)	)	PUNCT
epaa-363	415	17	.	.	PUNCT
epaa-363	416	1	quality	quality	NOUN
epaa-363	416	2	of	of	ADP
epaa-363	416	3	responses	response	NOUN
epaa-363	416	4	of	of	ADP
epaa-363	416	5	selected	select	VERB
epaa-363	416	6	items	item	NOUN
epaa-363	416	7	on	on	ADP
epaa-363	416	8	naep	naep	ADJ
epaa-363	416	9	special	special	ADJ
epaa-363	416	10	study	study	NOUN
epaa-363	416	11	student	student	NOUN
epaa-363	416	12	survey	survey	NOUN
epaa-363	416	13	.	.	PUNCT
epaa-363	417	1	princeton	princeton	PROPN
epaa-363	417	2	:	:	PUNCT
epaa-363	417	3	educational	educational	ADJ
epaa-363	417	4	testing	testing	NOUN
epaa-363	417	5	service	service	NOUN
epaa-363	417	6	,	,	PUNCT
epaa-363	417	7	unpublished	unpublished	ADJ
epaa-363	417	8	.	.	PUNCT
epaa-363	418	1	beaton	beaton	PROPN
epaa-363	418	2	,	,	PUNCT
epaa-363	418	3	a.	a.	PROPN
epaa-363	418	4	e.	e.	PROPN
epaa-363	418	5	,	,	PUNCT
epaa-363	418	6	mullis	mullis	PROPN
epaa-363	418	7	,	,	PUNCT
epaa-363	418	8	i.	i.	PROPN
epaa-363	418	9	v.	v.	PROPN
epaa-363	418	10	s.	s.	PROPN
epaa-363	418	11	,	,	PUNCT
epaa-363	418	12	martin	martin	PROPN
epaa-363	418	13	,	,	PUNCT
epaa-363	418	14	m.	m.	NOUN
epaa-363	418	15	o	o	NOUN
epaa-363	418	16	,	,	PUNCT
epaa-363	418	17	.	.	PUNCT
epaa-363	419	1	gonzalez	gonzalez	PROPN
epaa-363	419	2	,	,	PUNCT
epaa-363	419	3	e.	e.	PROPN
epaa-363	419	4	j.	j.	PROPN
epaa-363	419	5	,	,	PUNCT
epaa-363	419	6	kelly	kelly	PROPN
epaa-363	419	7	,	,	PUNCT
epaa-363	419	8	d.	d.	PROPN
epaa-363	419	9	l.	l.	PROPN
epaa-363	419	10	,	,	PUNCT
epaa-363	419	11	and	and	CCONJ
epaa-363	419	12	smith	smith	PROPN
epaa-363	419	13	,	,	PUNCT
epaa-363	419	14	t.	t.	NOUN
epaa-363	419	15	a.	a.	NOUN
epaa-363	419	16	(	(	PUNCT
epaa-363	419	17	1996a	1996a	NUM
epaa-363	419	18	)	)	PUNCT
epaa-363	419	19	.	.	PUNCT
epaa-363	420	1	mathematics	mathematic	NOUN
epaa-363	420	2	achievement	achievement	NOUN
epaa-363	420	3	in	in	ADP
epaa-363	420	4	the	the	DET
epaa-363	420	5	middle	middle	ADJ
epaa-363	420	6	school	school	NOUN
epaa-363	420	7	years	year	NOUN
epaa-363	420	8	.	.	PUNCT
epaa-363	421	1	chestnut	chestnut	PROPN
epaa-363	421	2	hill	hill	PROPN
epaa-363	421	3	,	,	PUNCT
epaa-363	421	4	ma	ma	PROPN
epaa-363	421	5	:	:	PUNCT
epaa-363	421	6	timss	timss	PROPN
epaa-363	421	7	international	international	ADJ
epaa-363	421	8	study	study	NOUN
epaa-363	421	9	center	center	PROPN
epaa-363	421	10	,	,	PUNCT
epaa-363	421	11	boston	boston	PROPN
epaa-363	421	12	college	college	PROPN
epaa-363	421	13	.	.	PUNCT
epaa-363	422	1	beaton	beaton	PROPN
epaa-363	422	2	,	,	PUNCT
epaa-363	422	3	a.	a.	PROPN
epaa-363	422	4	e.	e.	PROPN
epaa-363	422	5	,	,	PUNCT
epaa-363	422	6	martin	martin	PROPN
epaa-363	422	7	,	,	PUNCT
epaa-363	422	8	m.	m.	NOUN
epaa-363	422	9	o	o	NOUN
epaa-363	422	10	,	,	PUNCT
epaa-363	422	11	mullis	mullis	PROPN
epaa-363	422	12	,	,	PUNCT
epaa-363	422	13	i.	i.	PROPN
epaa-363	422	14	v.	v.	PROPN
epaa-363	422	15	s.	s.	PROPN
epaa-363	422	16	,	,	PUNCT
epaa-363	422	17	gonzalez	gonzalez	PROPN
epaa-363	422	18	,	,	PUNCT
epaa-363	422	19	e.	e.	PROPN
epaa-363	422	20	j.	j.	PROPN
epaa-363	422	21	,	,	PUNCT
epaa-363	422	22	smith	smith	PROPN
epaa-363	422	23	,	,	PUNCT
epaa-363	422	24	t.	t.	PROPN
epaa-363	422	25	a	a	NOUN
epaa-363	422	26	,	,	PUNCT
epaa-363	422	27	and	and	CCONJ
epaa-363	422	28	kelly	kelly	PROPN
epaa-363	422	29	,	,	PUNCT
epaa-363	422	30	d.	d.	PROPN
epaa-363	422	31	l.	l.	PROPN
epaa-363	422	32	(	(	PUNCT
epaa-363	422	33	1996b	1996b	NUM
epaa-363	422	34	)	)	PUNCT
epaa-363	422	35	.	.	PUNCT
epaa-363	423	1	science	science	NOUN
epaa-363	423	2	achievement	achievement	NOUN
epaa-363	423	3	in	in	ADP
epaa-363	423	4	the	the	DET
epaa-363	423	5	middle	middle	ADJ
epaa-363	423	6	school	school	NOUN
epaa-363	423	7	years	year	NOUN
epaa-363	423	8	.	.	PUNCT
epaa-363	424	1	chestnut	chestnut	PROPN
epaa-363	424	2	hill	hill	PROPN
epaa-363	424	3	,	,	PUNCT
epaa-363	424	4	ma	ma	PROPN
epaa-363	424	5	:	:	PUNCT
epaa-363	424	6	timss	timss	PROPN
epaa-363	424	7	international	international	ADJ
epaa-363	424	8	study	study	NOUN
epaa-363	424	9	center	center	PROPN
epaa-363	424	10	,	,	PUNCT
epaa-363	424	11	boston	boston	PROPN
epaa-363	424	12	college	college	PROPN
epaa-363	424	13	.	.	PUNCT
epaa-363	425	1	berends	berend	NOUN
epaa-363	425	2	,	,	PUNCT
epaa-363	425	3	m.	m.	NOUN
epaa-363	425	4	,	,	PUNCT
epaa-363	425	5	and	and	CCONJ
epaa-363	425	6	koretz	koretz	PROPN
epaa-363	425	7	,	,	PUNCT
epaa-363	425	8	d.	d.	PROPN
epaa-363	425	9	(	(	PUNCT
epaa-363	425	10	1996	1996	NUM
epaa-363	425	11	)	)	PUNCT
epaa-363	425	12	.	.	PUNCT
epaa-363	426	1	reporting	report	VERB
epaa-363	426	2	minority	minority	NOUN
epaa-363	426	3	students	student	NOUN
epaa-363	426	4	'	'	PART
epaa-363	426	5	test	test	NOUN
epaa-363	426	6	scores	score	NOUN
epaa-363	426	7	:	:	PUNCT
epaa-363	426	8	how	how	SCONJ
epaa-363	426	9	well	well	ADV
epaa-363	426	10	can	can	AUX
epaa-363	426	11	the	the	DET
epaa-363	426	12	national	national	ADJ
epaa-363	426	13	assessment	assessment	NOUN
epaa-363	426	14	of	of	ADP
epaa-363	426	15	educational	educational	ADJ
epaa-363	426	16	progress	progress	NOUN
epaa-363	426	17	account	account	VERB
epaa-363	426	18	for	for	ADP
epaa-363	426	19	differences	difference	NOUN
epaa-363	426	20	in	in	ADP
epaa-363	426	21	social	social	ADJ
epaa-363	426	22	context	context	NOUN
epaa-363	426	23	?	?	PUNCT
epaa-363	427	1	educational	educational	ADJ
epaa-363	427	2	assessment	assessment	NOUN
epaa-363	427	3	,	,	PUNCT
epaa-363	427	4	3(3	3(3	NUM
epaa-363	427	5	)	)	PUNCT
epaa-363	427	6	,	,	PUNCT
epaa-363	427	7	249	249	NUM
epaa-363	427	8	-	-	SYM
epaa-363	427	9	285	285	NUM
epaa-363	427	10	.	.	PUNCT
epaa-363	427	11	berliner	berliner	PROPN
epaa-363	427	12	,	,	PUNCT
epaa-363	427	13	d.	d.	PROPN
epaa-363	427	14	c.	c.	PROPN
epaa-363	427	15	,	,	PUNCT
epaa-363	427	16	and	and	CCONJ
epaa-363	427	17	biddle	biddle	PROPN
epaa-363	427	18	,	,	PUNCT
epaa-363	427	19	b.	b.	PROPN
epaa-363	427	20	j.	j.	PROPN
epaa-363	427	21	(	(	PUNCT
epaa-363	427	22	1995	1995	NUM
epaa-363	427	23	)	)	PUNCT
epaa-363	427	24	.	.	PUNCT
epaa-363	428	1	the	the	DET
epaa-363	428	2	manufactured	manufacture	VERB
epaa-363	428	3	crisis	crisis	NOUN
epaa-363	428	4	:	:	PUNCT
epaa-363	428	5	myths	myth	NOUN
epaa-363	428	6	,	,	PUNCT
epaa-363	428	7	fraud	fraud	NOUN
epaa-363	428	8	,	,	PUNCT
epaa-363	428	9	and	and	CCONJ
epaa-363	428	10	the	the	DET
epaa-363	428	11	attach	attach	NOUN
epaa-363	428	12	on	on	ADP
epaa-363	428	13	america	america	PROPN
epaa-363	428	14	's	's	PART
epaa-363	428	15	public	public	ADJ
epaa-363	428	16	schools	school	NOUN
epaa-363	428	17	.	.	PUNCT
epaa-363	429	1	reading	reading	NOUN
epaa-363	429	2	,	,	PUNCT
epaa-363	429	3	ma	ma	PROPN
epaa-363	429	4	:	:	PUNCT
epaa-363	429	5	addison	addison	PROPN
epaa-363	429	6	-	-	PUNCT
epaa-363	429	7	wesley	wesley	PROPN
epaa-363	429	8	.	.	PUNCT
epaa-363	430	1	bryk	bryk	PROPN
epaa-363	430	2	,	,	PUNCT
epaa-363	430	3	a.	a.	PROPN
epaa-363	430	4	s.	s.	PROPN
epaa-363	430	5	,	,	PUNCT
epaa-363	430	6	and	and	CCONJ
epaa-363	430	7	raudenbush	raudenbush	NOUN
epaa-363	430	8	,	,	PUNCT
epaa-363	430	9	s.	s.	PROPN
epaa-363	430	10	w.	w.	PROPN
epaa-363	430	11	(	(	PUNCT
epaa-363	430	12	1992	1992	NUM
epaa-363	430	13	)	)	PUNCT
epaa-363	430	14	.	.	PUNCT
epaa-363	431	1	hierarchical	hierarchical	ADJ
epaa-363	431	2	linear	linear	ADJ
epaa-363	431	3	models	model	NOUN
epaa-363	431	4	.	.	PUNCT
epaa-363	432	1	newbury	newbury	PROPN
epaa-363	432	2	park	park	PROPN
epaa-363	432	3	,	,	PUNCT
epaa-363	432	4	ca	can	AUX
epaa-363	432	5	:	:	PUNCT
epaa-363	432	6	sage	sage	VERB
epaa-363	432	7	.	.	PUNCT
epaa-363	433	1	bryk	bryk	PROPN
epaa-363	433	2	,	,	PUNCT
epaa-363	433	3	a.	a.	PROPN
epaa-363	433	4	s.	s.	PROPN
epaa-363	433	5	,	,	PUNCT
epaa-363	433	6	raudenbush	raudenbush	PROPN
epaa-363	433	7	,	,	PUNCT
epaa-363	433	8	s.	s.	PROPN
epaa-363	433	9	w.	w.	PROPN
epaa-363	433	10	,	,	PUNCT
epaa-363	433	11	and	and	CCONJ
epaa-363	433	12	congdon	congdon	PROPN
epaa-363	433	13	,	,	PUNCT
epaa-363	433	14	r.	r.	PROPN
epaa-363	433	15	t.	t.	PROPN
epaa-363	433	16	(	(	PUNCT
epaa-363	433	17	1996	1996	NUM
epaa-363	433	18	)	)	PUNCT
epaa-363	433	19	.	.	PUNCT
epaa-363	434	1	hlm	hlm	X
epaa-363	434	2	:	:	PUNCT
epaa-363	434	3	hierarchical	hierarchical	ADJ
epaa-363	434	4	linear	linear	NOUN
epaa-363	434	5	and	and	CCONJ
epaa-363	434	6	nonlinear	nonlinear	ADJ
epaa-363	434	7	modeling	modeling	NOUN
epaa-363	434	8	with	with	ADP
epaa-363	434	9	the	the	DET
epaa-363	434	10	hlm/2l	hlm/2l	PROPN
epaa-363	434	11	and	and	CCONJ
epaa-363	434	12	hlm/3l	hlm/3l	PROPN
epaa-363	434	13	programs	program	NOUN
epaa-363	434	14	.	.	PUNCT
epaa-363	435	1	chicago	chicago	PROPN
epaa-363	435	2	:	:	PUNCT
epaa-363	435	3	scientific	scientific	ADJ
epaa-363	435	4	software	software	NOUN
epaa-363	435	5	international	international	PROPN
epaa-363	435	6	.	.	PUNCT
epaa-363	436	1	foy	foy	PROPN
epaa-363	436	2	,	,	PUNCT
epaa-363	436	3	p.	p.	PROPN
epaa-363	436	4	rust	rust	PROPN
epaa-363	436	5	,	,	PUNCT
epaa-363	436	6	k.	k.	PROPN
epaa-363	436	7	,	,	PUNCT
epaa-363	436	8	and	and	CCONJ
epaa-363	436	9	schleicher	schleicher	ADJ
epaa-363	436	10	,	,	PUNCT
epaa-363	436	11	a.	a.	NOUN
epaa-363	436	12	(	(	PUNCT
epaa-363	436	13	1996	1996	NUM
epaa-363	436	14	)	)	PUNCT
epaa-363	436	15	.	.	PUNCT
epaa-363	437	1	sample	sample	NOUN
epaa-363	437	2	design	design	NOUN
epaa-363	437	3	.	.	PUNCT
epaa-363	438	1	in	in	ADP
epaa-363	438	2	m.	m.	NOUN
epaa-363	438	3	o.	o.	PROPN
epaa-363	438	4	martin	martin	PROPN
epaa-363	438	5	and	and	CCONJ
epaa-363	438	6	d.	d.	PROPN
epaa-363	438	7	l.	l.	PROPN
epaa-363	438	8	kelly	kelly	PROPN
epaa-363	438	9	(	(	PUNCT
epaa-363	438	10	eds	eds	PROPN
epaa-363	438	11	.	.	PUNCT
epaa-363	438	12	)	)	PUNCT
epaa-363	438	13	,	,	PUNCT
epaa-363	438	14	third	third	ADJ
epaa-363	438	15	international	international	ADJ
epaa-363	438	16	mathematics	mathematic	NOUN
epaa-363	438	17	and	and	CCONJ
epaa-363	438	18	science	science	NOUN
epaa-363	438	19	study	study	NOUN
epaa-363	438	20	(	(	PUNCT
epaa-363	438	21	timss	timss	NOUN
epaa-363	438	22	)	)	PUNCT
epaa-363	438	23	volume	volume	NOUN
epaa-363	438	24	i	i	PRON
epaa-363	438	25	:	:	PUNCT
epaa-363	438	26	design	design	NOUN
epaa-363	438	27	and	and	CCONJ
epaa-363	438	28	development	development	NOUN
epaa-363	438	29	.	.	PUNCT
epaa-363	439	1	chestnut	chestnut	PROPN
epaa-363	439	2	hill	hill	PROPN
epaa-363	439	3	,	,	PUNCT
epaa-363	439	4	ma	ma	PROPN
epaa-363	439	5	:	:	PUNCT
epaa-363	439	6	timss	timss	PROPN
epaa-363	439	7	international	international	ADJ
epaa-363	439	8	study	study	NOUN
epaa-363	439	9	center	center	PROPN
epaa-363	439	10	,	,	PUNCT
epaa-363	439	11	boston	boston	PROPN
epaa-363	439	12	college	college	PROPN
epaa-363	439	13	.	.	PUNCT
epaa-363	440	1	i	i	PRON
epaa-363	440	2	m	m	PROPN
epaa-363	440	3	,	,	PUNCT
epaa-363	440	4	hyung	hyung	PROPN
epaa-363	440	5	(	(	PUNCT
epaa-363	440	6	1998	1998	NUM
epaa-363	440	7	)	)	PUNCT
epaa-363	440	8	.	.	PUNCT
epaa-363	441	1	personal	personal	ADJ
epaa-363	441	2	communication	communication	NOUN
epaa-363	441	3	,	,	PUNCT
epaa-363	441	4	june	june	PROPN
epaa-363	441	5	18	18	NUM
epaa-363	441	6	.	.	PUNCT
epaa-363	442	1	kaufman	kaufman	PROPN
epaa-363	442	2	,	,	PUNCT
epaa-363	442	3	p.	p.	NOUN
epaa-363	442	4	,	,	PUNCT
epaa-363	442	5	and	and	CCONJ
epaa-363	442	6	rasinski	rasinski	ADJ
epaa-363	442	7	,	,	PUNCT
epaa-363	442	8	k.	k.	PROPN
epaa-363	442	9	a.	a.	PROPN
epaa-363	442	10	(	(	PUNCT
epaa-363	442	11	1991	1991	NUM
epaa-363	442	12	)	)	PUNCT
epaa-363	442	13	.	.	PUNCT
epaa-363	443	1	quality	quality	NOUN
epaa-363	443	2	of	of	ADP
epaa-363	443	3	responses	response	NOUN
epaa-363	443	4	of	of	ADP
epaa-363	443	5	eighth	eighth	ADJ
epaa-363	443	6	-	-	PUNCT
epaa-363	443	7	grade	grade	NOUN
epaa-363	443	8	student	student	NOUN
epaa-363	443	9	in	in	ADP
epaa-363	443	10	nels-88	nels-88	PROPN
epaa-363	443	11	.	.	PROPN
epaa-363	443	12	washington	washington	PROPN
epaa-363	443	13	,	,	PUNCT
epaa-363	443	14	dc	dc	PROPN
epaa-363	443	15	:	:	PUNCT
epaa-363	443	16	us	us	PROPN
epaa-363	443	17	department	department	PROPN
epaa-363	443	18	of	of	ADP
epaa-363	443	19	education	education	NOUN
epaa-363	443	20	,	,	PUNCT
epaa-363	443	21	office	office	NOUN
epaa-363	443	22	of	of	ADP
epaa-363	443	23	educational	educational	ADJ
epaa-363	443	24	research	research	NOUN
epaa-363	443	25	and	and	CCONJ
epaa-363	443	26	improvement	improvement	NOUN
epaa-363	443	27	(	(	PUNCT
epaa-363	443	28	nces	nce	VERB
epaa-363	443	29	91	91	NUM
epaa-363	443	30	-	-	PUNCT
epaa-363	443	31	487	487	NUM
epaa-363	443	32	)	)	PUNCT
epaa-363	443	33	.	.	PUNCT
epaa-363	444	1	24	24	NUM
epaa-363	444	2	of	of	ADP
epaa-363	444	3	28	28	NUM
epaa-363	444	4	koretz	koretz	PROPN
epaa-363	444	5	,	,	PUNCT
epaa-363	444	6	d.	d.	PROPN
epaa-363	444	7	,	,	PUNCT
epaa-363	444	8	mccaffrey	mccaffrey	PROPN
epaa-363	444	9	,	,	PUNCT
epaa-363	444	10	d.	d.	PROPN
epaa-363	444	11	,	,	PUNCT
epaa-363	444	12	and	and	CCONJ
epaa-363	444	13	sullivan	sullivan	PROPN
epaa-363	444	14	,	,	PUNCT
epaa-363	444	15	t.	t.	PROPN
epaa-363	444	16	(	(	PUNCT
epaa-363	444	17	2000	2000	NUM
epaa-363	444	18	)	)	PUNCT
epaa-363	444	19	.	.	PUNCT
epaa-363	445	1	using	use	VERB
epaa-363	445	2	timss	timss	PROPN
epaa-363	445	3	to	to	PART
epaa-363	445	4	analyze	analyze	VERB
epaa-363	445	5	correlates	correlate	NOUN
epaa-363	445	6	of	of	ADP
epaa-363	445	7	performance	performance	NOUN
epaa-363	445	8	variation	variation	NOUN
epaa-363	445	9	in	in	ADP
epaa-363	445	10	mathematics	mathematic	NOUN
epaa-363	445	11	.	.	PUNCT
epaa-363	446	1	santa	santa	PROPN
epaa-363	446	2	monica	monica	PROPN
epaa-363	446	3	:	:	PUNCT
epaa-363	446	4	rand	rand	NOUN
epaa-363	446	5	,	,	PUNCT
epaa-363	446	6	working	working	NOUN
epaa-363	446	7	paper	paper	NOUN
epaa-363	446	8	(	(	PUNCT
epaa-363	446	9	february	february	PROPN
epaa-363	446	10	)	)	PUNCT
epaa-363	446	11	.	.	PUNCT
epaa-363	447	1	kreft	kreft	PROPN
epaa-363	447	2	,	,	PUNCT
epaa-363	447	3	i.	i.	PROPN
epaa-363	447	4	,	,	PUNCT
epaa-363	447	5	and	and	CCONJ
epaa-363	447	6	deleeuw	deleeuw	PROPN
epaa-363	447	7	,	,	PUNCT
epaa-363	447	8	j.	j.	PROPN
epaa-363	447	9	(	(	PUNCT
epaa-363	447	10	1998	1998	NUM
epaa-363	447	11	)	)	PUNCT
epaa-363	447	12	.	.	PUNCT
epaa-363	448	1	introducing	introduce	VERB
epaa-363	448	2	multilevel	multilevel	ADJ
epaa-363	448	3	modeling	modeling	NOUN
epaa-363	448	4	.	.	PUNCT
epaa-363	449	1	london	london	PROPN
epaa-363	449	2	:	:	PUNCT
epaa-363	449	3	sage	sage	NOUN
epaa-363	449	4	.	.	PUNCT
epaa-363	450	1	martin	martin	PROPN
epaa-363	450	2	,	,	PUNCT
epaa-363	450	3	m.	m.	NOUN
epaa-363	450	4	o.	o.	PROPN
epaa-363	450	5	,	,	PUNCT
epaa-363	450	6	mullis	mullis	PROPN
epaa-363	450	7	,	,	PUNCT
epaa-363	450	8	i.	i.	PROPN
epaa-363	450	9	v.	v.	PROPN
epaa-363	450	10	s.	s.	PROPN
epaa-363	450	11	,	,	PUNCT
epaa-363	450	12	beaton	beaton	PROPN
epaa-363	450	13	,	,	PUNCT
epaa-363	450	14	a.	a.	PROPN
epaa-363	450	15	e.	e.	PROPN
epaa-363	450	16	,	,	PUNCT
epaa-363	450	17	gonzalez	gonzalez	PROPN
epaa-363	450	18	,	,	PUNCT
epaa-363	450	19	e.	e.	PROPN
epaa-363	450	20	j.	j.	PROPN
epaa-363	450	21	,	,	PUNCT
epaa-363	450	22	smith	smith	PROPN
epaa-363	450	23	,	,	PUNCT
epaa-363	450	24	t.	t.	NOUN
epaa-363	450	25	a.	a.	NOUN
epaa-363	450	26	,	,	PUNCT
epaa-363	450	27	and	and	CCONJ
epaa-363	450	28	kelly	kelly	PROPN
epaa-363	450	29	,	,	PUNCT
epaa-363	450	30	d.	d.	PROPN
epaa-363	450	31	l.	l.	PROPN
epaa-363	450	32	(	(	PUNCT
epaa-363	450	33	1997	1997	NUM
epaa-363	450	34	)	)	PUNCT
epaa-363	450	35	.	.	PUNCT
epaa-363	451	1	science	science	NOUN
epaa-363	451	2	achievement	achievement	NOUN
epaa-363	451	3	in	in	ADP
epaa-363	451	4	the	the	DET
epaa-363	451	5	primary	primary	ADJ
epaa-363	451	6	school	school	NOUN
epaa-363	451	7	years	year	NOUN
epaa-363	451	8	:	:	PUNCT
epaa-363	451	9	iea	iea	NOUN
epaa-363	451	10	's	's	PART
epaa-363	451	11	third	third	ADJ
epaa-363	451	12	international	international	ADJ
epaa-363	451	13	science	science	NOUN
epaa-363	451	14	and	and	CCONJ
epaa-363	451	15	science	science	NOUN
epaa-363	451	16	study	study	NOUN
epaa-363	451	17	.	.	PUNCT
epaa-363	452	1	chestnut	chestnut	PROPN
epaa-363	452	2	hill	hill	PROPN
epaa-363	452	3	,	,	PUNCT
epaa-363	452	4	ma	ma	PROPN
epaa-363	452	5	:	:	PUNCT
epaa-363	452	6	timss	timss	PROPN
epaa-363	452	7	international	international	ADJ
epaa-363	452	8	study	study	NOUN
epaa-363	452	9	center	center	PROPN
epaa-363	452	10	,	,	PUNCT
epaa-363	452	11	boston	boston	PROPN
epaa-363	452	12	college	college	PROPN
epaa-363	452	13	.	.	PUNCT
epaa-363	453	1	mullis	mullis	PROPN
epaa-363	453	2	,	,	PUNCT
epaa-363	453	3	i.	i.	PROPN
epaa-363	453	4	v.	v.	PROPN
epaa-363	453	5	s.	s.	PROPN
epaa-363	453	6	,	,	PUNCT
epaa-363	453	7	martin	martin	PROPN
epaa-363	453	8	,	,	PUNCT
epaa-363	453	9	m.	m.	NOUN
epaa-363	453	10	o.	o.	PROPN
epaa-363	453	11	,	,	PUNCT
epaa-363	453	12	beaton	beaton	PROPN
epaa-363	453	13	,	,	PUNCT
epaa-363	453	14	a.	a.	PROPN
epaa-363	453	15	e.	e.	PROPN
epaa-363	453	16	,	,	PUNCT
epaa-363	453	17	gonzalez	gonzalez	PROPN
epaa-363	453	18	,	,	PUNCT
epaa-363	453	19	e.	e.	PROPN
epaa-363	453	20	j.	j.	PROPN
epaa-363	453	21	,	,	PUNCT
epaa-363	453	22	kelly	kelly	PROPN
epaa-363	453	23	,	,	PUNCT
epaa-363	453	24	d.	d.	PROPN
epaa-363	453	25	l.	l.	PROPN
epaa-363	453	26	,	,	PUNCT
epaa-363	453	27	and	and	CCONJ
epaa-363	453	28	smith	smith	PROPN
epaa-363	453	29	,	,	PUNCT
epaa-363	453	30	t.	t.	NOUN
epaa-363	453	31	a.	a.	NOUN
epaa-363	453	32	(	(	PUNCT
epaa-363	453	33	1997	1997	NUM
epaa-363	453	34	)	)	PUNCT
epaa-363	453	35	.	.	PUNCT
epaa-363	454	1	mathematics	mathematic	NOUN
epaa-363	454	2	achievement	achievement	NOUN
epaa-363	454	3	in	in	ADP
epaa-363	454	4	the	the	DET
epaa-363	454	5	primary	primary	ADJ
epaa-363	454	6	school	school	NOUN
epaa-363	454	7	years	year	NOUN
epaa-363	454	8	:	:	PUNCT
epaa-363	454	9	iea	iea	NOUN
epaa-363	454	10	's	's	PART
epaa-363	454	11	third	third	ADJ
epaa-363	454	12	international	international	ADJ
epaa-363	454	13	science	science	NOUN
epaa-363	454	14	and	and	CCONJ
epaa-363	454	15	science	science	NOUN
epaa-363	454	16	study	study	NOUN
epaa-363	454	17	.	.	PUNCT
epaa-363	455	1	chestnut	chestnut	PROPN
epaa-363	455	2	hill	hill	PROPN
epaa-363	455	3	,	,	PUNCT
epaa-363	455	4	ma	ma	PROPN
epaa-363	455	5	:	:	PUNCT
epaa-363	455	6	timss	timss	PROPN
epaa-363	455	7	international	international	ADJ
epaa-363	455	8	study	study	NOUN
epaa-363	455	9	center	center	PROPN
epaa-363	455	10	,	,	PUNCT
epaa-363	455	11	boston	boston	PROPN
epaa-363	455	12	college	college	PROPN
epaa-363	455	13	.	.	PUNCT
epaa-363	456	1	mullis	mullis	PROPN
epaa-363	456	2	,	,	PUNCT
epaa-363	456	3	i.	i.	PROPN
epaa-363	456	4	v.	v.	PROPN
epaa-363	456	5	s.	s.	PROPN
epaa-363	456	6	,	,	PUNCT
epaa-363	456	7	martin	martin	PROPN
epaa-363	456	8	,	,	PUNCT
epaa-363	456	9	m.	m.	NOUN
epaa-363	456	10	o.	o.	PROPN
epaa-363	456	11	,	,	PUNCT
epaa-363	456	12	beaton	beaton	PROPN
epaa-363	456	13	,	,	PUNCT
epaa-363	456	14	a.	a.	PROPN
epaa-363	456	15	e.	e.	PROPN
epaa-363	456	16	,	,	PUNCT
epaa-363	456	17	gonzalez	gonzalez	PROPN
epaa-363	456	18	,	,	PUNCT
epaa-363	456	19	e.	e.	PROPN
epaa-363	456	20	j.	j.	PROPN
epaa-363	456	21	,	,	PUNCT
epaa-363	456	22	kelly	kelly	PROPN
epaa-363	456	23	,	,	PUNCT
epaa-363	456	24	d.	d.	PROPN
epaa-363	456	25	l.	l.	PROPN
epaa-363	456	26	,	,	PUNCT
epaa-363	456	27	and	and	CCONJ
epaa-363	456	28	smith	smith	PROPN
epaa-363	456	29	,	,	PUNCT
epaa-363	456	30	t.	t.	NOUN
epaa-363	456	31	a.	a.	NOUN
epaa-363	456	32	(	(	PUNCT
epaa-363	456	33	1998	1998	NUM
epaa-363	456	34	)	)	PUNCT
epaa-363	456	35	.	.	PUNCT
epaa-363	457	1	mathematics	mathematic	NOUN
epaa-363	457	2	and	and	CCONJ
epaa-363	457	3	science	science	NOUN
epaa-363	457	4	in	in	ADP
epaa-363	457	5	the	the	DET
epaa-363	457	6	final	final	ADJ
epaa-363	457	7	year	year	NOUN
epaa-363	457	8	of	of	ADP
epaa-363	457	9	secondary	secondary	ADJ
epaa-363	457	10	school	school	NOUN
epaa-363	457	11	:	:	PUNCT
epaa-363	457	12	iea	iea	PROPN
epaa-363	457	13	's	's	PART
epaa-363	457	14	third	third	ADJ
epaa-363	457	15	international	international	ADJ
epaa-363	457	16	mathematics	mathematic	NOUN
epaa-363	457	17	and	and	CCONJ
epaa-363	457	18	science	science	NOUN
epaa-363	457	19	study	study	NOUN
epaa-363	457	20	(	(	PUNCT
epaa-363	457	21	timss	timss	PROPN
epaa-363	457	22	)	)	PUNCT
epaa-363	457	23	.	.	PUNCT
epaa-363	458	1	chestnut	chestnut	PROPN
epaa-363	458	2	hill	hill	PROPN
epaa-363	458	3	,	,	PUNCT
epaa-363	458	4	ma	ma	PROPN
epaa-363	458	5	:	:	PUNCT
epaa-363	458	6	timss	timss	PROPN
epaa-363	458	7	international	international	ADJ
epaa-363	458	8	study	study	NOUN
epaa-363	458	9	center	center	PROPN
epaa-363	458	10	,	,	PUNCT
epaa-363	458	11	boston	boston	PROPN
epaa-363	458	12	college	college	PROPN
epaa-363	458	13	.	.	PUNCT
epaa-363	459	1	national	national	ADJ
epaa-363	459	2	center	center	PROPN
epaa-363	459	3	for	for	ADP
epaa-363	459	4	education	education	NOUN
epaa-363	459	5	statistics	statistic	NOUN
epaa-363	459	6	(	(	PUNCT
epaa-363	459	7	1996	1996	NUM
epaa-363	459	8	)	)	PUNCT
epaa-363	459	9	.	.	PUNCT
epaa-363	460	1	education	education	NOUN
epaa-363	460	2	in	in	ADP
epaa-363	460	3	states	state	NOUN
epaa-363	460	4	and	and	CCONJ
epaa-363	460	5	nations	nation	NOUN
epaa-363	460	6	:	:	PUNCT
epaa-363	460	7	indicators	indicator	NOUN
epaa-363	460	8	comparing	compare	VERB
epaa-363	460	9	u.s	u.s	PROPN
epaa-363	460	10	.	.	PROPN
epaa-363	460	11	states	state	NOUN
epaa-363	460	12	with	with	ADP
epaa-363	460	13	other	other	ADJ
epaa-363	460	14	industrialized	industrialize	VERB
epaa-363	460	15	countries	country	NOUN
epaa-363	460	16	in	in	ADP
epaa-363	460	17	1991	1991	NUM
epaa-363	460	18	.	.	PUNCT
epaa-363	461	1	washington	washington	PROPN
epaa-363	461	2	:	:	PUNCT
epaa-363	461	3	author	author	NOUN
epaa-363	461	4	(	(	PUNCT
epaa-363	461	5	report	report	NOUN
epaa-363	461	6	nces	nce	VERB
epaa-363	461	7	96	96	NUM
epaa-363	461	8	-	-	SYM
epaa-363	461	9	160	160	NUM
epaa-363	461	10	)	)	PUNCT
epaa-363	461	11	.	.	PUNCT
epaa-363	462	1	pfeffermann	pfeffermann	PROPN
epaa-363	462	2	d.	d.	PROPN
epaa-363	462	3	(	(	PUNCT
epaa-363	462	4	1996	1996	NUM
epaa-363	462	5	)	)	PUNCT
epaa-363	462	6	.	.	PUNCT
epaa-363	463	1	the	the	DET
epaa-363	463	2	use	use	NOUN
epaa-363	463	3	of	of	ADP
epaa-363	463	4	sampling	sample	VERB
epaa-363	463	5	weights	weight	NOUN
epaa-363	463	6	for	for	ADP
epaa-363	463	7	survey	survey	NOUN
epaa-363	463	8	data	datum	NOUN
epaa-363	463	9	analysis	analysis	NOUN
epaa-363	463	10	.	.	PUNCT
epaa-363	464	1	statistical	statistical	ADJ
epaa-363	464	2	methods	method	NOUN
epaa-363	464	3	in	in	ADP
epaa-363	464	4	medical	medical	ADJ
epaa-363	464	5	research	research	NOUN
epaa-363	464	6	,	,	PUNCT
epaa-363	464	7	5	5	NUM
epaa-363	464	8	,	,	PUNCT
epaa-363	464	9	239	239	NUM
epaa-363	464	10	-	-	SYM
epaa-363	464	11	262	262	NUM
epaa-363	464	12	.	.	PUNCT
epaa-363	465	1	pfefferman	pfefferman	NOUN
epaa-363	465	2	,	,	PUNCT
epaa-363	465	3	d.	d.	PROPN
epaa-363	465	4	,	,	PUNCT
epaa-363	465	5	skinner	skinner	PROPN
epaa-363	465	6	,	,	PUNCT
epaa-363	465	7	c.	c.	PROPN
epaa-363	465	8	j.	j.	PROPN
epaa-363	465	9	,	,	PUNCT
epaa-363	465	10	holmes	holmes	PROPN
epaa-363	465	11	,	,	PUNCT
epaa-363	465	12	d	d	PROPN
epaa-363	465	13	.j	.j	PROPN
epaa-363	465	14	.	.	PROPN
epaa-363	465	15	,	,	PUNCT
epaa-363	465	16	goldstein	goldstein	PROPN
epaa-363	465	17	,	,	PUNCT
epaa-363	465	18	h.	h.	PROPN
epaa-363	465	19	,	,	PUNCT
epaa-363	465	20	and	and	CCONJ
epaa-363	465	21	rasbash	rasbash	VERB
epaa-363	465	22	,	,	PUNCT
epaa-363	465	23	j.	j.	PROPN
epaa-363	465	24	(	(	PUNCT
epaa-363	465	25	1998	1998	NUM
epaa-363	465	26	)	)	PUNCT
epaa-363	465	27	.	.	PUNCT
epaa-363	466	1	weighting	weight	VERB
epaa-363	466	2	for	for	ADP
epaa-363	466	3	unequal	unequal	ADJ
epaa-363	466	4	selection	selection	NOUN
epaa-363	466	5	probabilities	probability	NOUN
epaa-363	466	6	in	in	ADP
epaa-363	466	7	multilevel	multilevel	ADJ
epaa-363	466	8	models	model	NOUN
epaa-363	466	9	.	.	PUNCT
epaa-363	467	1	journal	journal	NOUN
epaa-363	467	2	of	of	ADP
epaa-363	467	3	the	the	DET
epaa-363	467	4	royal	royal	ADJ
epaa-363	467	5	statistical	statistical	ADJ
epaa-363	467	6	society	society	NOUN
epaa-363	467	7	,	,	PUNCT
epaa-363	467	8	b	b	NOUN
epaa-363	467	9	,	,	PUNCT
epaa-363	467	10	60	60	NUM
epaa-363	467	11	part	part	NOUN
epaa-363	467	12	1	1	NUM
epaa-363	467	13	,	,	PUNCT
epaa-363	467	14	23	23	NUM
epaa-363	467	15	-	-	SYM
epaa-363	467	16	40	40	NUM
epaa-363	467	17	.	.	PUNCT
epaa-363	468	1	schmidt	schmidt	PROPN
epaa-363	468	2	,	,	PUNCT
epaa-363	468	3	w.	w.	PROPN
epaa-363	468	4	h.	h.	PROPN
epaa-363	468	5	,	,	PUNCT
epaa-363	468	6	wolfe	wolfe	PROPN
epaa-363	468	7	,	,	PUNCT
epaa-363	468	8	r.	r.	PROPN
epaa-363	468	9	g.	g.	PROPN
epaa-363	468	10	,	,	PUNCT
epaa-363	468	11	and	and	CCONJ
epaa-363	468	12	kifer	kifer	VERB
epaa-363	468	13	,	,	PUNCT
epaa-363	468	14	e.	e.	PROPN
epaa-363	468	15	(	(	PUNCT
epaa-363	468	16	1993	1993	NUM
epaa-363	468	17	)	)	PUNCT
epaa-363	468	18	.	.	PUNCT
epaa-363	469	1	the	the	DET
epaa-363	469	2	identification	identification	NOUN
epaa-363	469	3	and	and	CCONJ
epaa-363	469	4	description	description	NOUN
epaa-363	469	5	of	of	ADP
epaa-363	469	6	student	student	NOUN
epaa-363	469	7	growth	growth	NOUN
epaa-363	469	8	in	in	ADP
epaa-363	469	9	mathematics	mathematic	NOUN
epaa-363	469	10	achievement	achievement	NOUN
epaa-363	469	11	.	.	PUNCT
epaa-363	470	1	in	in	ADP
epaa-363	470	2	l.	l.	PROPN
epaa-363	470	3	burstein	burstein	PROPN
epaa-363	470	4	(	(	PUNCT
epaa-363	470	5	ed	ed	NOUN
epaa-363	470	6	.	.	PUNCT
epaa-363	470	7	)	)	PUNCT
epaa-363	470	8	,	,	PUNCT
epaa-363	470	9	the	the	DET
epaa-363	470	10	iea	iea	NOUN
epaa-363	470	11	study	study	NOUN
epaa-363	470	12	of	of	ADP
epaa-363	470	13	mathematics	mathematics	PROPN
epaa-363	470	14	iii	iii	PROPN
epaa-363	470	15	:	:	PUNCT
epaa-363	470	16	student	student	NOUN
epaa-363	470	17	growth	growth	NOUN
epaa-363	470	18	and	and	CCONJ
epaa-363	470	19	classroom	classroom	NOUN
epaa-363	470	20	processes	process	NOUN
epaa-363	470	21	.	.	PUNCT
epaa-363	471	1	oxford	oxford	NOUN
epaa-363	471	2	:	:	PUNCT
epaa-363	471	3	pergamon	pergamon	NOUN
epaa-363	471	4	,	,	PUNCT
epaa-363	471	5	59	59	NUM
epaa-363	471	6	-	-	SYM
epaa-363	471	7	100	100	NUM
epaa-363	471	8	.	.	PUNCT
epaa-363	472	1	about	about	ADP
epaa-363	472	2	the	the	DET
epaa-363	472	3	authors	author	NOUN
epaa-363	472	4	daniel	daniel	PROPN
epaa-363	472	5	koretz	koretz	PROPN
epaa-363	472	6	is	be	AUX
epaa-363	472	7	a	a	DET
epaa-363	472	8	professor	professor	NOUN
epaa-363	472	9	at	at	ADP
epaa-363	472	10	the	the	DET
epaa-363	472	11	harvard	harvard	PROPN
epaa-363	472	12	graduate	graduate	PROPN
epaa-363	472	13	school	school	NOUN
epaa-363	472	14	of	of	ADP
epaa-363	472	15	education	education	NOUN
epaa-363	472	16	and	and	CCONJ
epaa-363	472	17	associate	associate	ADJ
epaa-363	472	18	director	director	NOUN
epaa-363	472	19	of	of	ADP
epaa-363	472	20	the	the	DET
epaa-363	472	21	center	center	NOUN
epaa-363	472	22	for	for	ADP
epaa-363	472	23	research	research	NOUN
epaa-363	472	24	on	on	ADP
epaa-363	472	25	evaluation	evaluation	NOUN
epaa-363	472	26	,	,	PUNCT
epaa-363	472	27	standards	standard	NOUN
epaa-363	472	28	,	,	PUNCT
epaa-363	472	29	and	and	CCONJ
epaa-363	472	30	student	student	NOUN
epaa-363	472	31	testing	testing	NOUN
epaa-363	472	32	(	(	PUNCT
epaa-363	472	33	cresst	cresst	NOUN
epaa-363	472	34	)	)	PUNCT
epaa-363	472	35	.	.	PUNCT
epaa-363	473	1	his	his	PRON
epaa-363	473	2	work	work	NOUN
epaa-363	473	3	focuses	focus	VERB
epaa-363	473	4	primarily	primarily	ADV
epaa-363	473	5	on	on	ADP
epaa-363	473	6	educational	educational	ADJ
epaa-363	473	7	assessment	assessment	NOUN
epaa-363	473	8	and	and	CCONJ
epaa-363	473	9	recently	recently	ADV
epaa-363	473	10	has	have	AUX
epaa-363	473	11	included	include	VERB
epaa-363	473	12	studies	study	NOUN
epaa-363	473	13	of	of	ADP
epaa-363	473	14	the	the	DET
epaa-363	473	15	validity	validity	NOUN
epaa-363	473	16	of	of	ADP
epaa-363	473	17	gains	gain	NOUN
epaa-363	473	18	in	in	ADP
epaa-363	473	19	high	high	ADJ
epaa-363	473	20	-	-	PUNCT
epaa-363	473	21	stakes	stake	NOUN
epaa-363	473	22	testing	testing	NOUN
epaa-363	473	23	programs	program	NOUN
epaa-363	473	24	,	,	PUNCT
epaa-363	473	25	the	the	DET
epaa-363	473	26	effects	effect	NOUN
epaa-363	473	27	of	of	ADP
epaa-363	473	28	testing	testing	NOUN
epaa-363	473	29	programs	program	NOUN
epaa-363	473	30	on	on	ADP
epaa-363	473	31	schooling	schooling	NOUN
epaa-363	473	32	,	,	PUNCT
epaa-363	473	33	the	the	DET
epaa-363	473	34	assessment	assessment	NOUN
epaa-363	473	35	of	of	ADP
epaa-363	473	36	students	student	NOUN
epaa-363	473	37	with	with	ADP
epaa-363	473	38	disabilities	disability	NOUN
epaa-363	473	39	,	,	PUNCT
epaa-363	473	40	and	and	CCONJ
epaa-363	473	41	the	the	DET
epaa-363	473	42	effects	effect	NOUN
epaa-363	473	43	of	of	ADP
epaa-363	473	44	alternative	alternative	ADJ
epaa-363	473	45	systems	system	NOUN
epaa-363	473	46	of	of	ADP
epaa-363	473	47	college	college	NOUN
epaa-363	473	48	admissions	admission	NOUN
epaa-363	473	49	.	.	PUNCT
epaa-363	474	1	e	e	X
epaa-363	474	2	-	-	NOUN
epaa-363	474	3	mail	mail	NOUN
epaa-363	474	4	:	:	PUNCT
epaa-363	474	5	daniel_koretz@harvard.edu	daniel_koretz@harvard.edu	PROPN
epaa-363	474	6	daniel	daniel	PROPN
epaa-363	474	7	mccaffrey	mccaffrey	PROPN
epaa-363	474	8	is	be	AUX
epaa-363	474	9	a	a	DET
epaa-363	474	10	statistician	statistician	NOUN
epaa-363	474	11	at	at	ADP
epaa-363	474	12	rand	rand	NOUN
epaa-363	474	13	.	.	PUNCT
epaa-363	475	1	his	his	PRON
epaa-363	475	2	areas	area	NOUN
epaa-363	475	3	of	of	ADP
epaa-363	475	4	concentration	concentration	NOUN
epaa-363	475	5	are	be	AUX
epaa-363	475	6	education	education	NOUN
epaa-363	475	7	policy	policy	NOUN
epaa-363	475	8	and	and	CCONJ
epaa-363	475	9	the	the	DET
epaa-363	475	10	analysis	analysis	NOUN
epaa-363	475	11	of	of	ADP
epaa-363	475	12	hierarchical	hierarchical	ADJ
epaa-363	475	13	data	datum	NOUN
epaa-363	475	14	and	and	CCONJ
epaa-363	475	15	data	datum	NOUN
epaa-363	475	16	from	from	ADP
epaa-363	475	17	complex	complex	ADJ
epaa-363	475	18	sample	sample	NOUN
epaa-363	475	19	designs	design	NOUN
epaa-363	475	20	.	.	PUNCT
epaa-363	476	1	e	e	X
epaa-363	476	2	-	-	NOUN
epaa-363	476	3	mail	mail	NOUN
epaa-363	476	4	:	:	PUNCT
epaa-363	476	5	daniel_mccaffrey@rand.org	daniel_mccaffrey@rand.org	PROPN
epaa-363	476	6	thomas	thomas	PROPN
epaa-363	476	7	j.	j.	PROPN
epaa-363	476	8	sullivan	sullivan	PROPN
epaa-363	476	9	is	be	AUX
epaa-363	476	10	a	a	DET
epaa-363	476	11	statistical	statistical	ADJ
epaa-363	476	12	programmer	programmer	NOUN
epaa-363	476	13	/	/	SYM
epaa-363	476	14	analyst	analyst	NOUN
epaa-363	476	15	with	with	ADP
epaa-363	476	16	rand	rand	NOUN
epaa-363	476	17	and	and	CCONJ
epaa-363	476	18	a	a	DET
epaa-363	476	19	doctoral	doctoral	ADJ
epaa-363	476	20	25	25	NUM
epaa-363	476	21	of	of	ADP
epaa-363	476	22	28	28	NUM
epaa-363	476	23	candidate	candidate	NOUN
epaa-363	476	24	in	in	ADP
epaa-363	476	25	computational	computational	ADJ
epaa-363	476	26	statistics	statistic	NOUN
epaa-363	476	27	at	at	ADP
epaa-363	476	28	george	george	PROPN
epaa-363	476	29	mason	mason	PROPN
epaa-363	476	30	university	university	PROPN
epaa-363	476	31	.	.	PUNCT
epaa-363	477	1	e	e	X
epaa-363	477	2	-	-	NOUN
epaa-363	477	3	mail	mail	NOUN
epaa-363	477	4	:	:	PUNCT
epaa-363	477	5	toms@rand.org	toms@rand.org	X
epaa-363	477	6	appendix	appendix	VERB
epaa-363	477	7	a	a	DET
epaa-363	477	8	description	description	NOUN
epaa-363	477	9	of	of	ADP
epaa-363	477	10	variables	variable	NOUN
epaa-363	477	11	this	this	DET
epaa-363	477	12	appendix	appendix	NOUN
epaa-363	477	13	describes	describe	VERB
epaa-363	477	14	the	the	DET
epaa-363	477	15	source	source	NOUN
epaa-363	477	16	of	of	ADP
epaa-363	477	17	the	the	DET
epaa-363	477	18	principal	principal	ADJ
epaa-363	477	19	variables	variable	NOUN
epaa-363	477	20	used	use	VERB
epaa-363	477	21	the	the	DET
epaa-363	477	22	models	model	NOUN
epaa-363	477	23	presented	present	VERB
epaa-363	477	24	in	in	ADP
epaa-363	477	25	this	this	DET
epaa-363	477	26	report	report	NOUN
epaa-363	477	27	.	.	PUNCT
epaa-363	478	1	name	name	NOUN
epaa-363	478	2	timss	timss	PROPN
epaa-363	478	3	name	name	PROPN
epaa-363	478	4	notes	note	VERB
epaa-363	478	5	math	math	NOUN
epaa-363	478	6	score	score	NOUN
epaa-363	478	7	bimatscr	bimatscr	NOUN
epaa-363	478	8	father	father	NOUN
epaa-363	478	9	present	present	ADJ
epaa-363	478	10	bsbgadu2	bsbgadu2	NOUN
epaa-363	478	11	age	age	NOUN
epaa-363	478	12	bsdage	bsdage	NOUN
epaa-363	478	13	books	book	NOUN
epaa-363	478	14	in	in	ADP
epaa-363	478	15	home	home	NOUN
epaa-363	478	16	bsbgbook	bsbgbook	NOUN
epaa-363	478	17	sometimes	sometimes	ADV
epaa-363	478	18	entered	enter	VERB
epaa-363	478	19	as	as	ADP
epaa-363	478	20	a	a	DET
epaa-363	478	21	single	single	ADJ
epaa-363	478	22	variable	variable	NOUN
epaa-363	478	23	,	,	PUNCT
epaa-363	478	24	if	if	SCONJ
epaa-363	478	25	test	test	NOUN
epaa-363	478	26	of	of	ADP
epaa-363	478	27	linearity	linearity	NOUN
epaa-363	478	28	warranted	warrant	VERB
epaa-363	478	29	.	.	PUNCT
epaa-363	479	1	computer	computer	NOUN
epaa-363	479	2	in	in	ADP
epaa-363	479	3	home	home	NOUN
epaa-363	479	4	bsbgps02	bsbgps02	PROPN
epaa-363	479	5	press	press	NOUN
epaa-363	479	6	composite	composite	ADJ
epaa-363	479	7	mean	mean	NOUN
epaa-363	479	8	of	of	ADP
epaa-363	479	9	bsbmsip2	bsbmsip2	NOUN
epaa-363	479	10	and	and	CCONJ
epaa-363	479	11	bsbmmip2	bsbmmip2	NOUN
epaa-363	479	12	when	when	SCONJ
epaa-363	479	13	both	both	PRON
epaa-363	479	14	were	be	AUX
epaa-363	479	15	present	present	ADJ
epaa-363	479	16	;	;	PUNCT
epaa-363	479	17	either	either	CCONJ
epaa-363	479	18	variable	variable	ADJ
epaa-363	479	19	if	if	SCONJ
epaa-363	479	20	only	only	ADV
epaa-363	479	21	one	one	NUM
epaa-363	479	22	present	present	ADJ
epaa-363	479	23	mother	mother	NOUN
epaa-363	479	24	's	's	PART
epaa-363	479	25	education	education	NOUN
epaa-363	479	26	bsbgedum	bsbgedum	NOUN
epaa-363	479	27	sometimes	sometimes	ADV
epaa-363	479	28	recoded	recode	VERB
epaa-363	479	29	as	as	SCONJ
epaa-363	479	30	noted	note	VERB
epaa-363	479	31	in	in	ADP
epaa-363	479	32	text	text	NOUN
epaa-363	479	33	;	;	PUNCT
epaa-363	479	34	sometimes	sometimes	ADV
epaa-363	479	35	entered	enter	VERB
epaa-363	479	36	as	as	ADP
epaa-363	479	37	a	a	DET
epaa-363	479	38	single	single	ADJ
epaa-363	479	39	variable	variable	NOUN
epaa-363	479	40	,	,	PUNCT
epaa-363	479	41	if	if	SCONJ
epaa-363	479	42	test	test	NOUN
epaa-363	479	43	of	of	ADP
epaa-363	479	44	linearity	linearity	NOUN
epaa-363	479	45	warranted	warrant	VERB
epaa-363	479	46	father	father	NOUN
epaa-363	479	47	's	's	PART
epaa-363	479	48	education	education	NOUN
epaa-363	479	49	bsbgeduf	bsbgeduf	NOUN
epaa-363	479	50	sometimes	sometimes	ADV
epaa-363	479	51	recoded	recode	VERB
epaa-363	479	52	as	as	SCONJ
epaa-363	479	53	noted	note	VERB
epaa-363	479	54	in	in	ADP
epaa-363	479	55	text	text	NOUN
epaa-363	479	56	;	;	PUNCT
epaa-363	479	57	sometimes	sometimes	ADV
epaa-363	479	58	entered	enter	VERB
epaa-363	479	59	as	as	ADP
epaa-363	479	60	a	a	DET
epaa-363	479	61	single	single	ADJ
epaa-363	479	62	variable	variable	NOUN
epaa-363	479	63	,	,	PUNCT
epaa-363	479	64	if	if	SCONJ
epaa-363	479	65	test	test	NOUN
epaa-363	479	66	of	of	ADP
epaa-363	479	67	linearity	linearity	NOUN
epaa-363	479	68	warranted	warrant	VERB
epaa-363	479	69	born	bear	VERB
epaa-363	479	70	in	in	ADP
epaa-363	479	71	country	country	NOUN
epaa-363	479	72	bsbgbrn1	bsbgbrn1	VERB
epaa-363	480	1	appendix	appendix	NOUN
epaa-363	480	2	b	b	NOUN
epaa-363	480	3	confidence	confidence	NOUN
epaa-363	480	4	limits	limit	NOUN
epaa-363	480	5	for	for	ADP
epaa-363	480	6	parameter	parameter	NOUN
epaa-363	480	7	estimates	estimate	NOUN
epaa-363	480	8	two	two	NUM
epaa-363	480	9	-	-	PUNCT
epaa-363	480	10	level	level	NOUN
epaa-363	480	11	models	model	NOUN
epaa-363	480	12	parameter	parameter	NOUN
epaa-363	480	13	estimates	estimate	NOUN
epaa-363	480	14	are	be	AUX
epaa-363	480	15	the	the	DET
epaa-363	480	16	same	same	ADJ
epaa-363	480	17	as	as	ADP
epaa-363	480	18	those	those	PRON
epaa-363	480	19	reported	report	VERB
epaa-363	480	20	in	in	ADP
epaa-363	480	21	the	the	DET
epaa-363	480	22	body	body	NOUN
epaa-363	480	23	of	of	ADP
epaa-363	480	24	the	the	DET
epaa-363	480	25	article	article	NOUN
epaa-363	480	26	.	.	PUNCT
epaa-363	481	1	jackknifed	jackknifed	PROPN
epaa-363	481	2	estimates	estimate	NOUN
epaa-363	481	3	of	of	ADP
epaa-363	481	4	lower	low	ADJ
epaa-363	481	5	and	and	CCONJ
epaa-363	481	6	upper	upper	ADJ
epaa-363	481	7	95	95	NUM
epaa-363	481	8	percent	percent	NOUN
epaa-363	481	9	confidence	confidence	NOUN
epaa-363	481	10	limits	limit	NOUN
epaa-363	481	11	are	be	AUX
epaa-363	481	12	in	in	ADP
epaa-363	481	13	parentheses	parenthesis	NOUN
epaa-363	481	14	under	under	ADP
epaa-363	481	15	each	each	DET
epaa-363	481	16	parameter	parameter	NOUN
epaa-363	481	17	estimate	estimate	NOUN
epaa-363	481	18	.	.	PUNCT
epaa-363	482	1	variable	variable	PROPN
epaa-363	482	2	united	united	PROPN
epaa-363	482	3	states	states	PROPN
epaa-363	482	4	france	france	PROPN
epaa-363	482	5	hong	hong	PROPN
epaa-363	482	6	kong	kong	PROPN
epaa-363	482	7	korea	korea	PROPN
epaa-363	482	8	intercept	intercept	PROPN
epaa-363	482	9	-351.7	-351.7	PROPN
epaa-363	482	10	592.6	592.6	NUM
epaa-363	482	11	-424.8	-424.8	VERB
epaa-363	482	12	27.9	27.9	NUM
epaa-363	482	13	(	(	PUNCT
epaa-363	482	14	-884.9	-884.9	PROPN
epaa-363	482	15	,	,	PUNCT
epaa-363	482	16	181.5	181.5	NUM
epaa-363	482	17	)	)	PUNCT
epaa-363	482	18	(	(	PUNCT
epaa-363	482	19	289.8	289.8	NUM
epaa-363	482	20	,	,	PUNCT
epaa-363	482	21	895.4	895.4	NUM
epaa-363	482	22	)	)	PUNCT
epaa-363	482	23	(	(	PUNCT
epaa-363	482	24	-708.6	-708.6	PROPN
epaa-363	482	25	,	,	PUNCT
epaa-363	482	26	-141.0	-141.0	PROPN
epaa-363	482	27	)	)	PUNCT
epaa-363	482	28	(	(	PUNCT
epaa-363	482	29	-660.5	-660.5	PROPN
epaa-363	482	30	,	,	PUNCT
epaa-363	482	31	716.3	716.3	NUM
epaa-363	482	32	)	)	PUNCT
epaa-363	482	33	within	within	ADP
epaa-363	482	34	class	class	NOUN
epaa-363	482	35	(	(	PUNCT
epaa-363	482	36	b	b	NOUN
epaa-363	482	37	)	)	PUNCT
epaa-363	482	38	number	number	NOUN
epaa-363	482	39	books	book	VERB
epaa-363	482	40	7.9	7.9	NUM
epaa-363	482	41	*	*	SYM
epaa-363	482	42	*	*	PUNCT
epaa-363	482	43	0.3	0.3	NUM
epaa-363	482	44	20.2	20.2	NUM
epaa-363	482	45	*	*	PUNCT
epaa-363	482	46	*	*	PUNCT
epaa-363	482	47	(	(	PUNCT
epaa-363	482	48	5.6	5.6	NUM
epaa-363	482	49	,	,	PUNCT
epaa-363	482	50	10.3	10.3	NUM
epaa-363	482	51	)	)	PUNCT
epaa-363	482	52	(	(	PUNCT
epaa-363	482	53	-2.0	-2.0	ADJ
epaa-363	482	54	,	,	PUNCT
epaa-363	482	55	2.7	2.7	NUM
epaa-363	482	56	)	)	PUNCT
epaa-363	482	57	(	(	PUNCT
epaa-363	482	58	16.7	16.7	NUM
epaa-363	482	59	,	,	PUNCT
epaa-363	482	60	23.7	23.7	NUM
epaa-363	482	61	)	)	PUNCT
epaa-363	482	62	computer	computer	NOUN
epaa-363	482	63	present	present	VERB
epaa-363	482	64	4.4	4.4	NUM
epaa-363	482	65	-3.8	-3.8	PROPN
epaa-363	482	66	10.9	10.9	NUM
epaa-363	482	67	*	*	PUNCT
epaa-363	482	68	*	*	PUNCT
epaa-363	482	69	(	(	PUNCT
epaa-363	482	70	-2.7	-2.7	PROPN
epaa-363	482	71	,	,	PUNCT
epaa-363	482	72	11.4	11.4	NUM
epaa-363	482	73	)	)	PUNCT
epaa-363	482	74	(	(	PUNCT
epaa-363	482	75	-10.0	-10.0	PROPN
epaa-363	482	76	,	,	PUNCT
epaa-363	482	77	2.5	2.5	NUM
epaa-363	482	78	)	)	PUNCT
epaa-363	482	79	(	(	PUNCT
epaa-363	482	80	3.2	3.2	NUM
epaa-363	482	81	,	,	PUNCT
epaa-363	482	82	18.7	18.7	NUM
epaa-363	482	83	)	)	PUNCT
epaa-363	482	84	father	father	NOUN
epaa-363	482	85	present	present	VERB
epaa-363	482	86	1.7	1.7	NUM
epaa-363	482	87	8.9	8.9	NUM
epaa-363	482	88	*	*	SYM
epaa-363	482	89	-7.4	-7.4	NUM
epaa-363	482	90	26	26	NUM
epaa-363	482	91	of	of	ADP
epaa-363	482	92	28	28	NUM
epaa-363	482	93	(	(	PUNCT
epaa-363	482	94	-4.9	-4.9	PROPN
epaa-363	482	95	,	,	PUNCT
epaa-363	482	96	8.3	8.3	NUM
epaa-363	482	97	)	)	PUNCT
epaa-363	482	98	(	(	PUNCT
epaa-363	482	99	0.9	0.9	NUM
epaa-363	482	100	,	,	PUNCT
epaa-363	482	101	17.0	17.0	NUM
epaa-363	482	102	)	)	PUNCT
epaa-363	482	103	(	(	PUNCT
epaa-363	482	104	-19.7	-19.7	SYM
epaa-363	482	105	,	,	PUNCT
epaa-363	482	106	5.0	5.0	NUM
epaa-363	482	107	)	)	PUNCT
epaa-363	482	108	mother	mother	NOUN
epaa-363	482	109	's	's	PART
epaa-363	482	110	education	education	NOUN
epaa-363	482	111	4.6	4.6	NUM
epaa-363	482	112	(	(	PUNCT
epaa-363	482	113	1.2	1.2	NUM
epaa-363	482	114	,	,	PUNCT
epaa-363	482	115	8.0	8.0	NUM
epaa-363	482	116	)	)	PUNCT
epaa-363	482	117	father	father	NOUN
epaa-363	482	118	's	's	PART
epaa-363	482	119	education	education	NOUN
epaa-363	482	120	9.5	9.5	NUM
epaa-363	482	121	*	*	PUNCT
epaa-363	482	122	*	*	PUNCT
epaa-363	482	123	(	(	PUNCT
epaa-363	482	124	5.5	5.5	NUM
epaa-363	482	125	,	,	PUNCT
epaa-363	482	126	13.5	13.5	NUM
epaa-363	482	127	)	)	PUNCT
epaa-363	482	128	press	press	NOUN
epaa-363	482	129	9.6	9.6	NUM
epaa-363	482	130	*	*	SYM
epaa-363	482	131	*	*	PUNCT
epaa-363	482	132	8.6	8.6	NUM
epaa-363	482	133	*	*	SYM
epaa-363	482	134	10.3	10.3	NUM
epaa-363	482	135	*	*	PUNCT
epaa-363	482	136	*	*	PUNCT
epaa-363	482	137	36.2	36.2	NUM
epaa-363	482	138	*	*	SYM
epaa-363	482	139	*	*	PUNCT
epaa-363	482	140	(	(	PUNCT
epaa-363	482	141	4.4	4.4	NUM
epaa-363	482	142	,	,	PUNCT
epaa-363	482	143	14.7	14.7	NUM
epaa-363	482	144	)	)	PUNCT
epaa-363	482	145	(	(	PUNCT
epaa-363	482	146	0.5	0.5	NUM
epaa-363	482	147	,	,	PUNCT
epaa-363	482	148	16.7	16.7	NUM
epaa-363	482	149	)	)	PUNCT
epaa-363	482	150	(	(	PUNCT
epaa-363	482	151	4.6	4.6	NUM
epaa-363	482	152	,	,	PUNCT
epaa-363	482	153	16.0	16.0	NUM
epaa-363	482	154	)	)	PUNCT
epaa-363	482	155	(	(	PUNCT
epaa-363	482	156	27.9	27.9	NUM
epaa-363	482	157	,	,	PUNCT
epaa-363	482	158	44.5	44.5	NUM
epaa-363	482	159	)	)	PUNCT
epaa-363	482	160	age	age	NOUN
epaa-363	483	1	-14.4	-14.4	NOUN
epaa-363	483	2	*	*	PUNCT
epaa-363	483	3	*	*	PUNCT
epaa-363	484	1	-18.2	-18.2	PROPN
epaa-363	484	2	*	*	PROPN
epaa-363	484	3	*	*	PROPN
epaa-363	484	4	-6.0	-6.0	X
epaa-363	484	5	(	(	PUNCT
epaa-363	484	6	-21.1	-21.1	NOUN
epaa-363	484	7	,	,	PUNCT
epaa-363	484	8	-7.7	-7.7	ADJ
epaa-363	484	9	)	)	PUNCT
epaa-363	484	10	(	(	PUNCT
epaa-363	484	11	-24.6	-24.6	NOUN
epaa-363	484	12	,	,	PUNCT
epaa-363	484	13	11.7	11.7	NUM
epaa-363	484	14	)	)	PUNCT
epaa-363	484	15	(	(	PUNCT
epaa-363	484	16	-18.4	-18.4	X
epaa-363	484	17	,	,	PUNCT
epaa-363	484	18	6.4	6.4	NUM
epaa-363	484	19	)	)	PUNCT
epaa-363	484	20	age	age	NOUN
epaa-363	484	21	2	2	NUM
epaa-363	484	22	-6.9	-6.9	PROPN
epaa-363	484	23	-0.6	-0.6	X
epaa-363	484	24	-14.8	-14.8	NOUN
epaa-363	484	25	*	*	PUNCT
epaa-363	484	26	*	*	PUNCT
epaa-363	484	27	(	(	PUNCT
epaa-363	484	28	-14.2	-14.2	NOUN
epaa-363	484	29	,	,	PUNCT
epaa-363	484	30	0.5	0.5	NUM
epaa-363	484	31	)	)	PUNCT
epaa-363	484	32	(	(	PUNCT
epaa-363	484	33	-6.0	-6.0	PROPN
epaa-363	484	34	,	,	PUNCT
epaa-363	484	35	4.7	4.7	NUM
epaa-363	484	36	)	)	PUNCT
epaa-363	484	37	(	(	PUNCT
epaa-363	484	38	-26.0	-26.0	INTJ
epaa-363	484	39	,	,	PUNCT
epaa-363	484	40	-3.7	-3.7	NOUN
epaa-363	484	41	)	)	PUNCT
epaa-363	484	42	born	bear	VERB
epaa-363	484	43	in	in	ADP
epaa-363	484	44	country	country	NOUN
epaa-363	484	45	-19.1	-19.1	PROPN
epaa-363	484	46	*	*	PUNCT
epaa-363	484	47	*	*	PUNCT
epaa-363	484	48	(	(	PUNCT
epaa-363	484	49	-30.1	-30.1	ADJ
epaa-363	484	50	,	,	PUNCT
epaa-363	484	51	-8.2	-8.2	PROPN
epaa-363	484	52	)	)	PUNCT
epaa-363	484	53	between	between	ADP
epaa-363	484	54	-	-	PUNCT
epaa-363	484	55	class	class	NOUN
epaa-363	484	56	(	(	PUNCT
epaa-363	484	57	c	c	NOUN
epaa-363	484	58	)	)	PUNCT
epaa-363	484	59	m	m	VERB
epaa-363	484	60	books	book	VERB
epaa-363	484	61	45.5	45.5	NUM
epaa-363	484	62	*	*	NOUN
epaa-363	484	63	*	*	PUNCT
epaa-363	484	64	44.1	44.1	NUM
epaa-363	484	65	*	*	SYM
epaa-363	484	66	*	*	PUNCT
epaa-363	484	67	16.2	16.2	NUM
epaa-363	484	68	*	*	SYM
epaa-363	484	69	(	(	PUNCT
epaa-363	484	70	30.7	30.7	NUM
epaa-363	484	71	,	,	PUNCT
epaa-363	484	72	60.2	60.2	NUM
epaa-363	484	73	)	)	PUNCT
epaa-363	484	74	(	(	PUNCT
epaa-363	484	75	11.7	11.7	NUM
epaa-363	484	76	,	,	PUNCT
epaa-363	484	77	76.6	76.6	NUM
epaa-363	484	78	)	)	PUNCT
epaa-363	484	79	(	(	PUNCT
epaa-363	484	80	1.7	1.7	NUM
epaa-363	484	81	,	,	PUNCT
epaa-363	484	82	30.7	30.7	NUM
epaa-363	484	83	)	)	PUNCT
epaa-363	485	1	m	m	VERB
epaa-363	485	2	computer	computer	NOUN
epaa-363	485	3	37.2	37.2	NUM
epaa-363	485	4	*	*	NUM
epaa-363	485	5	89.8	89.8	NUM
epaa-363	485	6	*	*	NOUN
epaa-363	485	7	44.5	44.5	NUM
epaa-363	485	8	*	*	PUNCT
epaa-363	485	9	*	*	PUNCT
epaa-363	485	10	(	(	PUNCT
epaa-363	485	11	3.6	3.6	NUM
epaa-363	485	12	,	,	PUNCT
epaa-363	485	13	70.9	70.9	NUM
epaa-363	485	14	)	)	PUNCT
epaa-363	485	15	(	(	PUNCT
epaa-363	485	16	5.4	5.4	NUM
epaa-363	485	17	,	,	PUNCT
epaa-363	485	18	174.1	174.1	NUM
epaa-363	485	19	)	)	PUNCT
epaa-363	485	20	(	(	PUNCT
epaa-363	485	21	12.5	12.5	NUM
epaa-363	485	22	,	,	PUNCT
epaa-363	485	23	76.4	76.4	NUM
epaa-363	485	24	)	)	PUNCT
epaa-363	486	1	m	m	PROPN
epaa-363	486	2	father	father	NOUN
epaa-363	486	3	present	present	ADJ
epaa-363	486	4	90.3	90.3	NUM
epaa-363	486	5	*	*	SYM
epaa-363	486	6	*	*	PUNCT
epaa-363	487	1	59.5	59.5	NUM
epaa-363	487	2	*	*	PUNCT
epaa-363	487	3	*	*	PUNCT
epaa-363	487	4	326.9	326.9	NUM
epaa-363	487	5	*	*	SYM
epaa-363	487	6	*	*	PUNCT
epaa-363	487	7	(	(	PUNCT
epaa-363	487	8	47.4	47.4	NUM
epaa-363	487	9	,	,	PUNCT
epaa-363	487	10	133.2	133.2	NUM
epaa-363	487	11	)	)	PUNCT
epaa-363	487	12	(	(	PUNCT
epaa-363	487	13	14.0	14.0	NUM
epaa-363	487	14	,	,	PUNCT
epaa-363	487	15	104.9	104.9	NUM
epaa-363	487	16	)	)	PUNCT
epaa-363	487	17	(	(	PUNCT
epaa-363	487	18	151.8	151.8	NUM
epaa-363	487	19	,	,	PUNCT
epaa-363	487	20	502.1	502.1	NUM
epaa-363	487	21	)	)	PUNCT
epaa-363	487	22	m	m	PROPN
epaa-363	487	23	mother	mother	NOUN
epaa-363	487	24	's	's	PART
epaa-363	487	25	education	education	NOUN
epaa-363	487	26	26.4	26.4	NUM
epaa-363	487	27	*	*	NOUN
epaa-363	487	28	*	*	PUNCT
epaa-363	487	29	(	(	PUNCT
epaa-363	487	30	16.2	16.2	NUM
epaa-363	487	31	,	,	PUNCT
epaa-363	487	32	36.7	36.7	NUM
epaa-363	487	33	)	)	PUNCT
epaa-363	487	34	m	m	PROPN
epaa-363	487	35	father	father	NOUN
epaa-363	487	36	's	's	PART
epaa-363	487	37	education	education	NOUN
epaa-363	487	38	18.8	18.8	NUM
epaa-363	487	39	*	*	SYM
epaa-363	487	40	*	*	PUNCT
epaa-363	487	41	(	(	PUNCT
epaa-363	487	42	7.7	7.7	NUM
epaa-363	487	43	,	,	PUNCT
epaa-363	487	44	30.0	30.0	NUM
epaa-363	487	45	)	)	PUNCT
epaa-363	487	46	m	m	PROPN
epaa-363	487	47	press	press	VERB
epaa-363	487	48	43.2	43.2	NUM
epaa-363	487	49	*	*	NOUN
epaa-363	487	50	*	*	PUNCT
epaa-363	488	1	45.0	45.0	NUM
epaa-363	488	2	*	*	PUNCT
epaa-363	488	3	*	*	PUNCT
epaa-363	488	4	174.5	174.5	NUM
epaa-363	488	5	*	*	PUNCT
epaa-363	488	6	*	*	PUNCT
epaa-363	488	7	47.4	47.4	NUM
epaa-363	488	8	*	*	NOUN
epaa-363	488	9	*	*	PUNCT
epaa-363	488	10	(	(	PUNCT
epaa-363	488	11	9.0	9.0	NUM
epaa-363	488	12	,	,	PUNCT
epaa-363	488	13	77.4	77.4	NUM
epaa-363	488	14	)	)	PUNCT
epaa-363	488	15	(	(	PUNCT
epaa-363	488	16	14.3	14.3	NUM
epaa-363	488	17	,	,	PUNCT
epaa-363	488	18	75.5	75.5	NUM
epaa-363	488	19	)	)	PUNCT
epaa-363	488	20	(	(	PUNCT
epaa-363	488	21	103.5	103.5	NUM
epaa-363	488	22	,	,	PUNCT
epaa-363	488	23	245.4	245.4	NUM
epaa-363	488	24	)	)	PUNCT
epaa-363	488	25	(	(	PUNCT
epaa-363	488	26	13.1	13.1	NUM
epaa-363	488	27	,	,	PUNCT
epaa-363	488	28	81.7	81.7	NUM
epaa-363	488	29	)	)	PUNCT
epaa-363	488	30	m	m	VERB
epaa-363	488	31	age	age	NOUN
epaa-363	488	32	33.9	33.9	NUM
epaa-363	488	33	-23.0	-23.0	NUM
epaa-363	488	34	*	*	PROPN
epaa-363	488	35	20.5	20.5	NUM
epaa-363	488	36	(	(	PUNCT
epaa-363	488	37	3.2	3.2	NUM
epaa-363	488	38	,	,	PUNCT
epaa-363	488	39	64.6	64.6	NUM
epaa-363	488	40	)	)	PUNCT
epaa-363	488	41	(	(	PUNCT
epaa-363	488	42	-43.1	-43.1	PROPN
epaa-363	488	43	,	,	PUNCT
epaa-363	488	44	-2.8	-2.8	ADJ
epaa-363	488	45	)	)	PUNCT
epaa-363	488	46	(	(	PUNCT
epaa-363	488	47	-27.6	-27.6	X
epaa-363	488	48	,	,	PUNCT
epaa-363	488	49	68.5	68.5	NUM
epaa-363	488	50	)	)	PUNCT
epaa-363	489	1	m	m	VERB
epaa-363	489	2	age	age	NOUN
epaa-363	489	3	2	2	NUM
epaa-363	489	4	-149.4	-149.4	PROPN
epaa-363	489	5	-23.3	-23.3	PUNCT
epaa-363	489	6	-26.2	-26.2	PROPN
epaa-363	489	7	*	*	PUNCT
epaa-363	489	8	(	(	PUNCT
epaa-363	489	9	-223.8	-223.8	ADJ
epaa-363	489	10	,	,	PUNCT
epaa-363	489	11	-75.0	-75.0	NUM
epaa-363	489	12	)	)	PUNCT
epaa-363	489	13	(	(	PUNCT
epaa-363	489	14	-54.7	-54.7	NOUN
epaa-363	489	15	,	,	PUNCT
epaa-363	489	16	8.0	8.0	NUM
epaa-363	489	17	)	)	PUNCT
epaa-363	489	18	(	(	PUNCT
epaa-363	489	19	-50.0	-50.0	NOUN
epaa-363	489	20	,	,	PUNCT
epaa-363	489	21	-2.4	-2.4	PROPN
epaa-363	489	22	)	)	PUNCT
epaa-363	489	23	m	m	AUX
epaa-363	489	24	born	bear	VERB
epaa-363	489	25	in	in	ADP
epaa-363	489	26	country	country	NOUN
epaa-363	489	27	-44.7	-44.7	PROPN
epaa-363	489	28	(	(	PUNCT
epaa-363	489	29	-119.9	-119.9	PROPN
epaa-363	489	30	,	,	PUNCT
epaa-363	489	31	30.4	30.4	NUM
epaa-363	489	32	)	)	PUNCT
epaa-363	489	33	residual	residual	ADJ
epaa-363	489	34	variances	variance	NOUN
epaa-363	489	35	r	r	NOUN
epaa-363	489	36	2	2	NUM
epaa-363	489	37	(	(	PUNCT
epaa-363	489	38	within	within	ADP
epaa-363	489	39	)	)	PUNCT
epaa-363	489	40	4570.4	4570.4	NUM
epaa-363	489	41	4040.8	4040.8	NUM
epaa-363	489	42	5485.0	5485.0	NUM
epaa-363	489	43	9290.6	9290.6	NUM
epaa-363	489	44	27	27	NUM
epaa-363	489	45	of	of	ADP
epaa-363	489	46	28	28	NUM
epaa-363	489	47	t	t	NOUN
epaa-363	489	48	(	(	PUNCT
epaa-363	489	49	between	between	ADP
epaa-363	489	50	)	)	PUNCT
epaa-363	489	51	766.2	766.2	NUM
epaa-363	489	52	554.7	554.7	NUM
epaa-363	489	53	1406.2	1406.2	NUM
epaa-363	489	54	48.0	48.0	NUM
epaa-363	489	55	copyright	copyright	NOUN
epaa-363	489	56	2001	2001	NUM
epaa-363	489	57	by	by	ADP
epaa-363	489	58	the	the	DET
epaa-363	489	59	education	education	NOUN
epaa-363	489	60	policy	policy	NOUN
epaa-363	489	61	analysis	analysis	NOUN
epaa-363	489	62	archives	archive	NOUN
epaa-363	489	63	the	the	DET
epaa-363	489	64	world	world	NOUN
epaa-363	489	65	wide	wide	ADJ
epaa-363	489	66	web	web	NOUN
epaa-363	489	67	address	address	NOUN
epaa-363	489	68	for	for	ADP
epaa-363	489	69	the	the	DET
epaa-363	489	70	education	education	NOUN
epaa-363	489	71	policy	policy	NOUN
epaa-363	489	72	analysis	analysis	NOUN
epaa-363	489	73	archives	archive	NOUN
epaa-363	489	74	is	be	AUX
epaa-363	489	75	epaa.asu.edu	epaa.asu.edu	PROPN
epaa-363	489	76	general	general	ADJ
epaa-363	489	77	questions	question	NOUN
epaa-363	489	78	about	about	ADP
epaa-363	489	79	appropriateness	appropriateness	NOUN
epaa-363	489	80	of	of	ADP
epaa-363	489	81	topics	topic	NOUN
epaa-363	489	82	or	or	CCONJ
epaa-363	489	83	particular	particular	ADJ
epaa-363	489	84	articles	article	NOUN
epaa-363	489	85	may	may	AUX
epaa-363	489	86	be	be	AUX
epaa-363	489	87	addressed	address	VERB
epaa-363	489	88	to	to	ADP
epaa-363	489	89	the	the	DET
epaa-363	489	90	editor	editor	NOUN
epaa-363	489	91	,	,	PUNCT
epaa-363	489	92	gene	gene	NOUN
epaa-363	489	93	v	v	NOUN
epaa-363	489	94	glass	glass	NOUN
epaa-363	489	95	,	,	PUNCT
epaa-363	489	96	glass@asu.edu	glass@asu.edu	NOUN
epaa-363	489	97	or	or	CCONJ
epaa-363	489	98	reach	reach	VERB
epaa-363	489	99	him	he	PRON
epaa-363	489	100	at	at	ADP
epaa-363	489	101	college	college	NOUN
epaa-363	489	102	of	of	ADP
epaa-363	489	103	education	education	NOUN
epaa-363	489	104	,	,	PUNCT
epaa-363	489	105	arizona	arizona	PROPN
epaa-363	489	106	state	state	PROPN
epaa-363	489	107	university	university	PROPN
epaa-363	489	108	,	,	PUNCT
epaa-363	489	109	tempe	tempe	PROPN
epaa-363	489	110	,	,	PUNCT
epaa-363	489	111	az	az	PROPN
epaa-363	489	112	85287	85287	NUM
epaa-363	489	113	-	-	SYM
epaa-363	489	114	0211	0211	NUM
epaa-363	489	115	.	.	PUNCT
epaa-363	490	1	(	(	PUNCT
epaa-363	490	2	602	602	NUM
epaa-363	490	3	-	-	SYM
epaa-363	490	4	965	965	NUM
epaa-363	490	5	-	-	PUNCT
epaa-363	490	6	9644	9644	NUM
epaa-363	490	7	)	)	PUNCT
epaa-363	490	8	.	.	PUNCT
epaa-363	491	1	the	the	DET
epaa-363	491	2	commentary	commentary	NOUN
epaa-363	491	3	editor	editor	NOUN
epaa-363	491	4	is	be	AUX
epaa-363	491	5	casey	casey	PROPN
epaa-363	491	6	d.	d.	PROPN
epaa-363	491	7	cobb	cobb	PROPN
epaa-363	491	8	:	:	PUNCT
epaa-363	491	9	casey.cobb@unh.edu	casey.cobb@unh.edu	PROPN
epaa-363	491	10	.	.	PUNCT
epaa-363	492	1	epaa	epaa	PROPN
epaa-363	492	2	editorial	editorial	PROPN
epaa-363	492	3	board	board	PROPN
epaa-363	492	4	michael	michael	PROPN
epaa-363	492	5	w.	w.	PROPN
epaa-363	492	6	apple	apple	PROPN
epaa-363	492	7	university	university	PROPN
epaa-363	492	8	of	of	ADP
epaa-363	492	9	wisconsin	wisconsin	PROPN
epaa-363	492	10	greg	greg	PROPN
epaa-363	492	11	camilli	camilli	PROPN
epaa-363	492	12	rutgers	rutgers	PROPN
epaa-363	492	13	university	university	PROPN
epaa-363	492	14	john	john	PROPN
epaa-363	492	15	covaleskie	covaleskie	PROPN
epaa-363	492	16	northern	northern	PROPN
epaa-363	492	17	michigan	michigan	PROPN
epaa-363	492	18	university	university	PROPN
epaa-363	492	19	alan	alan	PROPN
epaa-363	492	20	davis	davis	PROPN
epaa-363	492	21	university	university	PROPN
epaa-363	492	22	of	of	ADP
epaa-363	492	23	colorado	colorado	PROPN
epaa-363	492	24	,	,	PUNCT
epaa-363	492	25	denver	denver	PROPN
epaa-363	492	26	sherman	sherman	PROPN
epaa-363	492	27	dorn	dorn	PROPN
epaa-363	492	28	university	university	PROPN
epaa-363	492	29	of	of	ADP
epaa-363	492	30	south	south	PROPN
epaa-363	492	31	florida	florida	PROPN
epaa-363	492	32	mark	mark	PROPN
epaa-363	492	33	e.	e.	PROPN
epaa-363	492	34	fetler	fetler	PROPN
epaa-363	492	35	california	california	PROPN
epaa-363	492	36	commission	commission	PROPN
epaa-363	492	37	on	on	ADP
epaa-363	492	38	teacher	teacher	NOUN
epaa-363	492	39	credentialing	credentiale	VERB
epaa-363	492	40	richard	richard	PROPN
epaa-363	492	41	garlikov	garlikov	PROPN
epaa-363	493	1	hmwkhelp@scott.net	hmwkhelp@scott.net	PROPN
epaa-363	493	2	thomas	thomas	PROPN
epaa-363	493	3	f.	f.	PROPN
epaa-363	493	4	green	green	PROPN
epaa-363	493	5	syracuse	syracuse	PROPN
epaa-363	493	6	university	university	PROPN
epaa-363	493	7	alison	alison	PROPN
epaa-363	493	8	i.	i.	PROPN
epaa-363	493	9	griffith	griffith	PROPN
epaa-363	493	10	york	york	PROPN
epaa-363	493	11	university	university	PROPN
epaa-363	493	12	arlen	arlen	PROPN
epaa-363	493	13	gullickson	gullickson	PROPN
epaa-363	493	14	western	western	PROPN
epaa-363	493	15	michigan	michigan	PROPN
epaa-363	493	16	university	university	PROPN
epaa-363	493	17	ernest	ernest	PROPN
epaa-363	493	18	r.	r.	PROPN
epaa-363	493	19	house	house	PROPN
epaa-363	493	20	university	university	PROPN
epaa-363	493	21	of	of	ADP
epaa-363	493	22	colorado	colorado	PROPN
epaa-363	493	23	aimee	aimee	PROPN
epaa-363	493	24	howley	howley	PROPN
epaa-363	493	25	ohio	ohio	PROPN
epaa-363	493	26	university	university	PROPN
epaa-363	493	27	craig	craig	PROPN
epaa-363	493	28	b.	b.	PROPN
epaa-363	493	29	howley	howley	PROPN
epaa-363	493	30	appalachia	appalachia	PROPN
epaa-363	493	31	educational	educational	PROPN
epaa-363	493	32	laboratory	laboratory	PROPN
epaa-363	493	33	william	william	PROPN
epaa-363	493	34	hunter	hunter	PROPN
epaa-363	493	35	university	university	PROPN
epaa-363	493	36	of	of	ADP
epaa-363	493	37	calgary	calgary	PROPN
epaa-363	493	38	daniel	daniel	PROPN
epaa-363	493	39	kallós	kallós	PROPN
epaa-363	493	40	umeå	umeå	PROPN
epaa-363	493	41	university	university	PROPN
epaa-363	493	42	benjamin	benjamin	PROPN
epaa-363	493	43	levin	levin	PROPN
epaa-363	493	44	university	university	PROPN
epaa-363	493	45	of	of	ADP
epaa-363	493	46	manitoba	manitoba	PROPN
epaa-363	493	47	thomas	thomas	PROPN
epaa-363	493	48	mauhs	mauhs	PROPN
epaa-363	493	49	-	-	PUNCT
epaa-363	493	50	pugh	pugh	PROPN
epaa-363	493	51	green	green	PROPN
epaa-363	493	52	mountain	mountain	PROPN
epaa-363	493	53	college	college	PROPN
epaa-363	493	54	dewayne	dewayne	PROPN
epaa-363	493	55	matthews	matthews	PROPN
epaa-363	493	56	education	education	PROPN
epaa-363	493	57	commission	commission	PROPN
epaa-363	493	58	of	of	ADP
epaa-363	493	59	the	the	DET
epaa-363	493	60	states	states	PROPN
epaa-363	493	61	william	william	PROPN
epaa-363	493	62	mcinerney	mcinerney	PROPN
epaa-363	493	63	purdue	purdue	PROPN
epaa-363	493	64	university	university	PROPN
epaa-363	493	65	mary	mary	PROPN
epaa-363	493	66	mckeown	mckeown	PROPN
epaa-363	493	67	-	-	PUNCT
epaa-363	493	68	moak	moak	NOUN
epaa-363	493	69	mgt	mgt	NOUN
epaa-363	493	70	of	of	ADP
epaa-363	493	71	america	america	PROPN
epaa-363	493	72	(	(	PUNCT
epaa-363	493	73	austin	austin	PROPN
epaa-363	493	74	,	,	PUNCT
epaa-363	493	75	tx	tx	PROPN
epaa-363	493	76	)	)	PUNCT
epaa-363	493	77	les	les	PROPN
epaa-363	493	78	mclean	mclean	PROPN
epaa-363	493	79	university	university	PROPN
epaa-363	493	80	of	of	ADP
epaa-363	493	81	toronto	toronto	PROPN
epaa-363	493	82	susan	susan	PROPN
epaa-363	493	83	bobbitt	bobbitt	PROPN
epaa-363	493	84	nolen	nolen	PROPN
epaa-363	493	85	university	university	PROPN
epaa-363	493	86	of	of	ADP
epaa-363	493	87	washington	washington	PROPN
epaa-363	493	88	anne	anne	PROPN
epaa-363	493	89	l.	l.	PROPN
epaa-363	493	90	pemberton	pemberton	PROPN
epaa-363	494	1	apembert@pen.k12.va.us	apembert@pen.k12.va.us	PROPN
epaa-363	494	2	hugh	hugh	PROPN
epaa-363	494	3	g.	g.	PROPN
epaa-363	494	4	petrie	petrie	PROPN
epaa-363	494	5	suny	suny	PROPN
epaa-363	494	6	buffalo	buffalo	PROPN
epaa-363	494	7	richard	richard	PROPN
epaa-363	494	8	c.	c.	PROPN
epaa-363	494	9	richardson	richardson	PROPN
epaa-363	494	10	new	new	PROPN
epaa-363	494	11	york	york	PROPN
epaa-363	494	12	university	university	PROPN
epaa-363	494	13	anthony	anthony	PROPN
epaa-363	494	14	g.	g.	PROPN
epaa-363	494	15	rud	rud	PROPN
epaa-363	494	16	jr	jr	PROPN
epaa-363	494	17	.	.	PROPN
epaa-363	494	18	purdue	purdue	PROPN
epaa-363	494	19	university	university	PROPN
epaa-363	494	20	dennis	dennis	PROPN
epaa-363	494	21	sayers	sayers	PROPN
epaa-363	494	22	california	california	PROPN
epaa-363	494	23	state	state	PROPN
epaa-363	494	24	university	university	PROPN
epaa-363	494	25	—	—	PUNCT
epaa-363	494	26	stanislaus	stanislaus	PROPN
epaa-363	494	27	jay	jay	PROPN
epaa-363	494	28	d.	d.	PROPN
epaa-363	494	29	scribner	scribner	PROPN
epaa-363	494	30	university	university	PROPN
epaa-363	494	31	of	of	ADP
epaa-363	494	32	texas	texas	PROPN
epaa-363	494	33	at	at	ADP
epaa-363	494	34	austin	austin	PROPN
epaa-363	494	35	michael	michael	PROPN
epaa-363	494	36	scriven	scriven	PROPN
epaa-363	494	37	scriven@aol.com	scriven@aol.com	PROPN
epaa-363	495	1	robert	robert	PROPN
epaa-363	495	2	e.	e.	PROPN
epaa-363	495	3	stake	stake	PROPN
epaa-363	495	4	university	university	PROPN
epaa-363	495	5	of	of	ADP
epaa-363	495	6	illinois	illinois	PROPN
epaa-363	495	7	—	—	PUNCT
epaa-363	495	8	uc	uc	PROPN
epaa-363	495	9	28	28	NUM
epaa-363	495	10	of	of	ADP
epaa-363	495	11	28	28	NUM
epaa-363	495	12	robert	robert	PROPN
epaa-363	495	13	stonehill	stonehill	PROPN
epaa-363	495	14	u.s	u.s	PROPN
epaa-363	495	15	.	.	PROPN
epaa-363	495	16	department	department	PROPN
epaa-363	495	17	of	of	ADP
epaa-363	495	18	education	education	PROPN
epaa-363	495	19	david	david	PROPN
epaa-363	495	20	d.	d.	PROPN
epaa-363	495	21	williams	williams	PROPN
epaa-363	495	22	brigham	brigham	PROPN
epaa-363	495	23	young	young	PROPN
epaa-363	495	24	university	university	NOUN
epaa-363	495	25	epaa	epaa	NOUN
epaa-363	495	26	spanish	spanish	ADJ
epaa-363	495	27	language	language	NOUN
epaa-363	495	28	editorial	editorial	NOUN
epaa-363	495	29	board	board	NOUN
epaa-363	495	30	associate	associate	NOUN
epaa-363	495	31	editor	editor	NOUN
epaa-363	495	32	for	for	ADP
epaa-363	495	33	spanish	spanish	ADJ
epaa-363	495	34	language	language	NOUN
epaa-363	495	35	roberto	roberto	PROPN
epaa-363	495	36	rodríguez	rodríguez	NOUN
epaa-363	495	37	gómez	gómez	PROPN
epaa-363	495	38	universidad	universidad	PROPN
epaa-363	495	39	nacional	nacional	PROPN
epaa-363	495	40	autónoma	autónoma	PROPN
epaa-363	495	41	de	de	PROPN
epaa-363	495	42	méxico	méxico	PROPN
epaa-363	495	43	roberto@servidor.unam.mx	roberto@servidor.unam.mx	PROPN
epaa-363	495	44	adrián	adrián	PROPN
epaa-363	495	45	acosta	acosta	PROPN
epaa-363	495	46	(	(	PUNCT
epaa-363	495	47	méxico	méxico	PROPN
epaa-363	495	48	)	)	PUNCT
epaa-363	495	49	universidad	universidad	PROPN
epaa-363	495	50	de	de	PROPN
epaa-363	495	51	guadalajara	guadalajara	PROPN
epaa-363	495	52	adrianacosta@compuserve.com	adrianacosta@compuserve.com	X
epaa-363	496	1	j.	j.	PROPN
epaa-363	496	2	félix	félix	PROPN
epaa-363	496	3	angulo	angulo	PROPN
epaa-363	496	4	rasco	rasco	PROPN
epaa-363	496	5	(	(	PUNCT
epaa-363	496	6	spain	spain	PROPN
epaa-363	496	7	)	)	PUNCT
epaa-363	496	8	universidad	universidad	PROPN
epaa-363	496	9	de	de	PROPN
epaa-363	496	10	cádiz	cádiz	PROPN
epaa-363	496	11	felix.angulo@uca.es	felix.angulo@uca.es	PROPN
epaa-363	496	12	teresa	teresa	PROPN
epaa-363	496	13	bracho	bracho	PROPN
epaa-363	496	14	(	(	PUNCT
epaa-363	496	15	méxico	méxico	PROPN
epaa-363	496	16	)	)	PUNCT
epaa-363	496	17	centro	centro	PROPN
epaa-363	496	18	de	de	PROPN
epaa-363	496	19	investigación	investigación	PROPN
epaa-363	496	20	y	y	PROPN
epaa-363	496	21	docencia	docencia	PROPN
epaa-363	496	22	económica	económica	PROPN
epaa-363	496	23	-	-	PUNCT
epaa-363	496	24	cide	cide	NOUN
epaa-363	496	25	bracho	bracho	NOUN
epaa-363	496	26	dis1.cide.mx	dis1.cide.mx	PROPN
epaa-363	496	27	alejandro	alejandro	PROPN
epaa-363	496	28	canales	canales	PROPN
epaa-363	496	29	(	(	PUNCT
epaa-363	496	30	méxico	méxico	PROPN
epaa-363	496	31	)	)	PUNCT
epaa-363	496	32	universidad	universidad	PROPN
epaa-363	496	33	nacional	nacional	PROPN
epaa-363	497	1	autónoma	autónoma	PROPN
epaa-363	497	2	de	de	PROPN
epaa-363	497	3	méxico	méxico	PROPN
epaa-363	497	4	canalesa@servidor.unam.mx	canalesa@servidor.unam.mx	PROPN
epaa-363	497	5	ursula	ursula	PROPN
epaa-363	497	6	casanova	casanova	PROPN
epaa-363	497	7	(	(	PUNCT
epaa-363	497	8	u.s.a	u.s.a	PROPN
epaa-363	497	9	.	.	PUNCT
epaa-363	497	10	)	)	PUNCT
epaa-363	498	1	arizona	arizona	PROPN
epaa-363	498	2	state	state	PROPN
epaa-363	498	3	university	university	PROPN
epaa-363	498	4	casanova@asu.edu	casanova@asu.edu	PROPN
epaa-363	498	5	josé	josé	PROPN
epaa-363	498	6	contreras	contreras	PROPN
epaa-363	498	7	domingo	domingo	PROPN
epaa-363	498	8	universitat	universitat	PROPN
epaa-363	498	9	de	de	PROPN
epaa-363	498	10	barcelona	barcelona	PROPN
epaa-363	498	11	jose.contreras@doe.d5.ub.es	jose.contreras@doe.d5.ub.es	PROPN
epaa-363	498	12	erwin	erwin	PROPN
epaa-363	498	13	epstein	epstein	PROPN
epaa-363	498	14	(	(	PUNCT
epaa-363	498	15	u.s.a	u.s.a	PROPN
epaa-363	498	16	.	.	PUNCT
epaa-363	498	17	)	)	PUNCT
epaa-363	499	1	loyola	loyola	PROPN
epaa-363	499	2	university	university	PROPN
epaa-363	499	3	of	of	ADP
epaa-363	499	4	chicago	chicago	PROPN
epaa-363	499	5	eepstein@luc.edu	eepstein@luc.edu	PROPN
epaa-363	500	1	josué	josué	PROPN
epaa-363	500	2	gonzález	gonzález	PROPN
epaa-363	500	3	(	(	PUNCT
epaa-363	500	4	u.s.a	u.s.a	PROPN
epaa-363	500	5	.	.	PUNCT
epaa-363	500	6	)	)	PUNCT
epaa-363	501	1	arizona	arizona	PROPN
epaa-363	501	2	state	state	PROPN
epaa-363	501	3	university	university	PROPN
epaa-363	501	4	josue@asu.edu	josue@asu.edu	PROPN
epaa-363	501	5	rollin	rollin	PROPN
epaa-363	501	6	kent	kent	PROPN
epaa-363	501	7	(	(	PUNCT
epaa-363	501	8	méxico	méxico	PROPN
epaa-363	501	9	)	)	PUNCT
epaa-363	501	10	departamento	departamento	PROPN
epaa-363	501	11	de	de	PROPN
epaa-363	501	12	investigación	investigación	PROPN
epaa-363	501	13	educativa	educativa	PROPN
epaa-363	501	14	-	-	PUNCT
epaa-363	501	15	die	die	VERB
epaa-363	501	16	/	/	SYM
epaa-363	501	17	cinvestav	cinvestav	NOUN
epaa-363	501	18	rkent@gemtel.com.mx	rkent@gemtel.com.mx	PROPN
epaa-363	501	19	kentr@data.net.mx	kentr@data.net.mx	PROPN
epaa-363	501	20	maría	maría	PROPN
epaa-363	501	21	beatriz	beatriz	PROPN
epaa-363	501	22	luce	luce	PROPN
epaa-363	501	23	(	(	PUNCT
epaa-363	501	24	brazil	brazil	PROPN
epaa-363	501	25	)	)	PUNCT
epaa-363	501	26	universidad	universidad	PROPN
epaa-363	501	27	federal	federal	PROPN
epaa-363	501	28	de	de	PROPN
epaa-363	501	29	rio	rio	PROPN
epaa-363	501	30	grande	grande	PROPN
epaa-363	501	31	do	do	VERB
epaa-363	501	32	sul	sul	ADJ
epaa-363	501	33	-	-	ADJ
epaa-363	501	34	ufrgs	ufrgs	ADJ
epaa-363	501	35	lucemb@orion.ufrgs.br	lucemb@orion.ufrgs.br	PROPN
epaa-363	501	36	javier	javier	PROPN
epaa-363	501	37	mendoza	mendoza	PROPN
epaa-363	501	38	rojas	rojas	PROPN
epaa-363	501	39	(	(	PUNCT
epaa-363	501	40	méxico	méxico	PROPN
epaa-363	501	41	)	)	PUNCT
epaa-363	501	42	universidad	universidad	PROPN
epaa-363	501	43	nacional	nacional	PROPN
epaa-363	501	44	autónoma	autónoma	PROPN
epaa-363	501	45	de	de	PROPN
epaa-363	501	46	méxico	méxico	PROPN
epaa-363	501	47	javiermr@servidor.unam.mx	javiermr@servidor.unam.mx	PROPN
epaa-363	501	48	marcela	marcela	PROPN
epaa-363	501	49	mollis	mollis	PROPN
epaa-363	501	50	(	(	PUNCT
epaa-363	501	51	argentina	argentina	PROPN
epaa-363	501	52	)	)	PUNCT
epaa-363	501	53	universidad	universidad	PROPN
epaa-363	501	54	de	de	PROPN
epaa-363	501	55	buenos	buenos	PROPN
epaa-363	501	56	aires	aires	PROPN
epaa-363	501	57	mmollis@filo.uba.ar	mmollis@filo.uba.ar	PROPN
epaa-363	501	58	humberto	humberto	PROPN
epaa-363	501	59	muñoz	muñoz	PROPN
epaa-363	501	60	garcía	garcía	PROPN
epaa-363	501	61	(	(	PUNCT
epaa-363	501	62	méxico	méxico	PROPN
epaa-363	501	63	)	)	PUNCT
epaa-363	501	64	universidad	universidad	PROPN
epaa-363	501	65	nacional	nacional	PROPN
epaa-363	501	66	autónoma	autónoma	PROPN
epaa-363	501	67	de	de	PROPN
epaa-363	501	68	méxico	méxico	PROPN
epaa-363	501	69	humberto@servidor.unam.mx	humberto@servidor.unam.mx	PROPN
epaa-363	501	70	angel	angel	NOUN
epaa-363	501	71	ignacio	ignacio	PROPN
epaa-363	501	72	pérez	pérez	PROPN
epaa-363	501	73	gómez	gómez	PROPN
epaa-363	501	74	(	(	PUNCT
epaa-363	501	75	spain	spain	PROPN
epaa-363	501	76	)	)	PUNCT
epaa-363	501	77	universidad	universidad	PROPN
epaa-363	501	78	de	de	PROPN
epaa-363	501	79	málaga	málaga	PROPN
epaa-363	501	80	aiperez@uma.es	aiperez@uma.es	PROPN
epaa-363	501	81	daniel	daniel	PROPN
epaa-363	501	82	schugurensky	schugurensky	PROPN
epaa-363	501	83	(	(	PUNCT
epaa-363	501	84	argentina	argentina	PROPN
epaa-363	501	85	-	-	PUNCT
epaa-363	501	86	canadá	canadá	NOUN
epaa-363	501	87	)	)	PUNCT
epaa-363	501	88	oise	oise	PROPN
epaa-363	501	89	/	/	SYM
epaa-363	501	90	ut	ut	PROPN
epaa-363	501	91	,	,	PUNCT
epaa-363	502	1	canada	canada	PROPN
epaa-363	502	2	dschugurensky@oise.utoronto.ca	dschugurensky@oise.utoronto.ca	PROPN
epaa-363	502	3	simon	simon	PROPN
epaa-363	502	4	schwartzman	schwartzman	PROPN
epaa-363	502	5	(	(	PUNCT
epaa-363	502	6	brazil	brazil	PROPN
epaa-363	502	7	)	)	PUNCT
epaa-363	502	8	fundação	fundação	NOUN
epaa-363	502	9	instituto	instituto	PROPN
epaa-363	502	10	brasileiro	brasileiro	PROPN
epaa-363	502	11	e	e	PROPN
epaa-363	502	12	geografia	geografia	PROPN
epaa-363	502	13	e	e	PROPN
epaa-363	502	14	estatística	estatística	PROPN
epaa-363	502	15	simon@openlink.com.br	simon@openlink.com.br	PROPN
epaa-363	502	16	jurjo	jurjo	PROPN
epaa-363	502	17	torres	torre	VERB
epaa-363	502	18	santomé	santomé	NOUN
epaa-363	502	19	(	(	PUNCT
epaa-363	502	20	spain	spain	PROPN
epaa-363	502	21	)	)	PUNCT
epaa-363	502	22	universidad	universidad	PROPN
epaa-363	503	1	de	de	PROPN
epaa-363	503	2	a	a	DET
epaa-363	503	3	coruña	coruña	NOUN
epaa-363	503	4	jurjo@udc.es	jurjo@udc.es	PROPN
epaa-363	503	5	carlos	carlos	PROPN
epaa-363	503	6	alberto	alberto	PROPN
epaa-363	503	7	torres	torres	PROPN
epaa-363	503	8	(	(	PUNCT
epaa-363	503	9	u.s.a	u.s.a	NOUN
epaa-363	503	10	.	.	PUNCT
epaa-363	503	11	)	)	PUNCT
epaa-363	504	1	university	university	PROPN
epaa-363	504	2	of	of	ADP
epaa-363	504	3	california	california	PROPN
epaa-363	504	4	,	,	PUNCT
epaa-363	504	5	los	los	PROPN
epaa-363	504	6	angeles	angeles	PROPN
epaa-363	504	7	torres@gseisucla.edu	torres@gseisucla.edu	PUNCT