id	sid	tid	token	lemma	pos
bece-75	1	1	research	research	NOUN
bece-75	1	2	on	on	ADP
bece-75	1	3	the	the	DET
bece-75	1	4	influence	influence	NOUN
bece-75	1	5	of	of	ADP
bece-75	1	6	teacher	teacher	NOUN
bece-75	1	7	variables	variable	NOUN
bece-75	1	8	on	on	ADP
bece-75	1	9	students	student	NOUN
bece-75	1	10	’	'	PUNCT
bece-75	1	11	mathematical	mathematical	ADJ
bece-75	1	12	achievements	achievement	NOUN
bece-75	1	13	shengnan	shengnan	PROPN
bece-75	1	14	bai	bai	PROPN
bece-75	1	15	,	,	PUNCT
bece-75	1	16	jiwei	jiwei	PROPN
bece-75	1	17	han	han	PROPN
bece-75	1	18	,	,	PUNCT
bece-75	1	19	canhui	canhui	PROPN
bece-75	1	20	li	li	PROPN
bece-75	1	21	northeast	northeast	PROPN
bece-75	1	22	normal	normal	ADJ
bece-75	1	23	university	university	NOUN
bece-75	1	24	,	,	PUNCT
bece-75	1	25	changchun	changchun	PROPN
bece-75	1	26	,	,	PUNCT
bece-75	1	27	china	china	PROPN
bece-75	1	28	abstract	abstract	PROPN
bece-75	1	29	.	.	PUNCT
bece-75	2	1	based	base	VERB
bece-75	2	2	on	on	ADP
bece-75	2	3	the	the	DET
bece-75	2	4	timss2015	timss2015	PROPN
bece-75	2	5	data	data	PROPN
bece-75	2	6	,	,	PUNCT
bece-75	2	7	this	this	DET
bece-75	2	8	study	study	NOUN
bece-75	2	9	applied	apply	VERB
bece-75	2	10	a	a	DET
bece-75	2	11	hierarchical	hierarchical	ADJ
bece-75	2	12	linear	linear	NOUN
bece-75	2	13	model	model	NOUN
bece-75	2	14	to	to	PART
bece-75	2	15	explore	explore	VERB
bece-75	2	16	the	the	DET
bece-75	2	17	influence	influence	NOUN
bece-75	2	18	of	of	ADP
bece-75	2	19	teacher	teacher	NOUN
bece-75	2	20	variables	variable	NOUN
bece-75	2	21	on	on	ADP
bece-75	2	22	students	student	NOUN
bece-75	2	23	’	’	PART
bece-75	2	24	mathematics	mathematic	NOUN
bece-75	2	25	scores	score	NOUN
bece-75	2	26	.	.	PUNCT
bece-75	3	1	teacher	teacher	NOUN
bece-75	3	2	variables	variable	NOUN
bece-75	3	3	were	be	AUX
bece-75	3	4	composed	compose	VERB
bece-75	3	5	of	of	ADP
bece-75	3	6	teacher	teacher	NOUN
bece-75	3	7	characteristic	characteristic	ADJ
bece-75	3	8	variables	variable	NOUN
bece-75	3	9	,	,	PUNCT
bece-75	3	10	teacher	teacher	NOUN
bece-75	3	11	teaching	teaching	NOUN
bece-75	3	12	variables	variable	NOUN
bece-75	3	13	,	,	PUNCT
bece-75	3	14	and	and	CCONJ
bece-75	3	15	teacher	teacher	NOUN
bece-75	3	16	professional	professional	ADJ
bece-75	3	17	development	development	NOUN
bece-75	3	18	variables	variable	NOUN
bece-75	3	19	.	.	PUNCT
bece-75	4	1	the	the	DET
bece-75	4	2	teacher	teacher	NOUN
bece-75	4	3	’s	’s	PART
bece-75	4	4	characteristic	characteristic	ADJ
bece-75	4	5	variables	variable	NOUN
bece-75	4	6	were	be	AUX
bece-75	4	7	teaching	teach	VERB
bece-75	4	8	age	age	NOUN
bece-75	4	9	,	,	PUNCT
bece-75	4	10	gender	gender	NOUN
bece-75	4	11	,	,	PUNCT
bece-75	4	12	education	education	NOUN
bece-75	4	13	,	,	PUNCT
bece-75	4	14	mathematics	mathematics	NOUN
bece-75	4	15	major	major	NOUN
bece-75	4	16	,	,	PUNCT
bece-75	4	17	and	and	CCONJ
bece-75	4	18	mathematics	mathematic	NOUN
bece-75	4	19	education	education	NOUN
bece-75	4	20	.	.	PUNCT
bece-75	5	1	teachers	teacher	NOUN
bece-75	5	2	’	’	PART
bece-75	5	3	teaching	teaching	NOUN
bece-75	5	4	variables	variable	NOUN
bece-75	5	5	were	be	AUX
bece-75	5	6	teaching	teach	VERB
bece-75	5	7	expectations	expectation	NOUN
bece-75	5	8	,	,	PUNCT
bece-75	5	9	teaching	teach	VERB
bece-75	5	10	cooperation	cooperation	NOUN
bece-75	5	11	,	,	PUNCT
bece-75	5	12	teaching	teaching	NOUN
bece-75	5	13	enthusiasm	enthusiasm	NOUN
bece-75	5	14	,	,	PUNCT
bece-75	5	15	classroom	classroom	NOUN
bece-75	5	16	discussion	discussion	NOUN
bece-75	5	17	,	,	PUNCT
bece-75	5	18	multimedia	multimedia	NOUN
bece-75	5	19	use	use	NOUN
bece-75	5	20	,	,	PUNCT
bece-75	5	21	attention	attention	NOUN
bece-75	5	22	to	to	ADP
bece-75	5	23	homework	homework	NOUN
bece-75	5	24	,	,	PUNCT
bece-75	5	25	and	and	CCONJ
bece-75	5	26	emphasis	emphasis	NOUN
bece-75	5	27	on	on	ADP
bece-75	5	28	exams	exam	NOUN
bece-75	5	29	.	.	PUNCT
bece-75	6	1	teacher	teacher	NOUN
bece-75	6	2	professional	professional	ADJ
bece-75	6	3	development	development	NOUN
bece-75	6	4	variables	variable	NOUN
bece-75	6	5	had	have	VERB
bece-75	6	6	mathematics	mathematics	NOUN
bece-75	6	7	knowledge	knowledge	NOUN
bece-75	6	8	training	training	NOUN
bece-75	6	9	,	,	PUNCT
bece-75	6	10	mathematics	mathematic	NOUN
bece-75	6	11	education	education	NOUN
bece-75	6	12	training	training	NOUN
bece-75	6	13	,	,	PUNCT
bece-75	6	14	and	and	CCONJ
bece-75	6	15	mathematics	mathematics	NOUN
bece-75	6	16	curriculum	curriculum	NOUN
bece-75	6	17	training	training	NOUN
bece-75	6	18	.	.	PUNCT
bece-75	7	1	multi	multi	ADJ
bece-75	7	2	-	-	ADJ
bece-75	7	3	layer	layer	ADJ
bece-75	7	4	linear	linear	ADJ
bece-75	7	5	analysis	analysis	NOUN
bece-75	7	6	found	find	VERB
bece-75	7	7	that	that	SCONJ
bece-75	7	8	in	in	ADP
bece-75	7	9	the	the	DET
bece-75	7	10	teacher	teacher	NOUN
bece-75	7	11	’s	’s	PART
bece-75	7	12	characteristic	characteristic	ADJ
bece-75	7	13	variables	variable	NOUN
bece-75	7	14	,	,	PUNCT
bece-75	7	15	the	the	DET
bece-75	7	16	teacher	teacher	NOUN
bece-75	7	17	’s	’s	PART
bece-75	7	18	teaching	teaching	NOUN
bece-75	7	19	age	age	NOUN
bece-75	7	20	,	,	PUNCT
bece-75	7	21	gender	gender	NOUN
bece-75	7	22	,	,	PUNCT
bece-75	7	23	education	education	NOUN
bece-75	7	24	,	,	PUNCT
bece-75	7	25	and	and	CCONJ
bece-75	7	26	mathematics	mathematic	NOUN
bece-75	7	27	major	major	ADJ
bece-75	7	28	have	have	VERB
bece-75	7	29	a	a	DET
bece-75	7	30	significant	significant	ADJ
bece-75	7	31	effect	effect	NOUN
bece-75	7	32	on	on	ADP
bece-75	7	33	the	the	DET
bece-75	7	34	students	student	NOUN
bece-75	7	35	’	’	PART
bece-75	7	36	mathematics	mathematic	NOUN
bece-75	7	37	scores	score	NOUN
bece-75	7	38	;	;	PUNCT
bece-75	7	39	in	in	ADP
bece-75	7	40	the	the	DET
bece-75	7	41	teacher	teacher	NOUN
bece-75	7	42	’s	’s	PART
bece-75	7	43	teaching	teaching	NOUN
bece-75	7	44	variables	variable	NOUN
bece-75	7	45	,	,	PUNCT
bece-75	7	46	teachers	teacher	NOUN
bece-75	7	47	’	’	PART
bece-75	7	48	teaching	teaching	NOUN
bece-75	7	49	expectations	expectation	NOUN
bece-75	7	50	,	,	PUNCT
bece-75	7	51	teaching	teaching	NOUN
bece-75	7	52	enthusiasm	enthusiasm	NOUN
bece-75	7	53	,	,	PUNCT
bece-75	7	54	class	class	NOUN
bece-75	7	55	discussion	discussion	NOUN
bece-75	7	56	,	,	PUNCT
bece-75	7	57	and	and	CCONJ
bece-75	7	58	multimedia	multimedia	NOUN
bece-75	7	59	use	use	NOUN
bece-75	7	60	have	have	VERB
bece-75	7	61	a	a	DET
bece-75	7	62	significant	significant	ADJ
bece-75	7	63	impact	impact	NOUN
bece-75	7	64	on	on	ADP
bece-75	7	65	students	student	NOUN
bece-75	7	66	’	’	PART
bece-75	7	67	mathematics	mathematic	NOUN
bece-75	7	68	scores	score	NOUN
bece-75	7	69	.	.	PUNCT
bece-75	8	1	in	in	ADP
bece-75	8	2	the	the	DET
bece-75	8	3	teacher	teacher	NOUN
bece-75	8	4	professional	professional	PROPN
bece-75	8	5	development	development	NOUN
bece-75	8	6	variables	variable	NOUN
bece-75	8	7	,	,	PUNCT
bece-75	8	8	participation	participation	NOUN
bece-75	8	9	in	in	ADP
bece-75	8	10	mathematics	mathematics	NOUN
bece-75	8	11	knowledge	knowledge	NOUN
bece-75	8	12	training	training	NOUN
bece-75	8	13	and	and	CCONJ
bece-75	8	14	mathematics	mathematics	NOUN
bece-75	8	15	education	education	NOUN
bece-75	8	16	training	training	NOUN
bece-75	8	17	had	have	VERB
bece-75	8	18	a	a	DET
bece-75	8	19	significant	significant	ADJ
bece-75	8	20	positive	positive	ADJ
bece-75	8	21	impact	impact	NOUN
bece-75	8	22	on	on	ADP
bece-75	8	23	students	student	NOUN
bece-75	8	24	’	’	PART
bece-75	8	25	mathematics	mathematic	NOUN
bece-75	8	26	scores	score	NOUN
bece-75	8	27	.	.	PUNCT
bece-75	9	1	best	good	ADJ
bece-75	9	2	evid	evid	PROPN
bece-75	9	3	chin	chin	PROPN
bece-75	9	4	edu	edu	PROPN
bece-75	9	5	2019	2019	NUM
bece-75	9	6	;	;	PUNCT
bece-75	9	7	3(2):347	3(2):347	NUM
bece-75	9	8	-	-	SYM
bece-75	9	9	360	360	NUM
bece-75	9	10	.	.	PUNCT
bece-75	10	1	doi	doi	NOUN
bece-75	10	2	:	:	PUNCT
bece-75	10	3	10.15354	10.15354	NUM
bece-75	10	4	/	/	SYM
bece-75	10	5	bece.19.ar1266	bece.19.ar1266	PROPN
bece-75	10	6	.	.	PUNCT
bece-75	11	1	keywords	keyword	NOUN
bece-75	11	2	:	:	PUNCT
bece-75	11	3	teacher	teacher	NOUN
bece-75	11	4	characteristic	characteristic	ADJ
bece-75	11	5	variables	variable	NOUN
bece-75	11	6	;	;	PUNCT
bece-75	11	7	teacher	teacher	NOUN
bece-75	11	8	teaching	teaching	NOUN
bece-75	11	9	variables	variable	NOUN
bece-75	11	10	;	;	PUNCT
bece-75	11	11	teacher	teacher	NOUN
bece-75	11	12	professional	professional	ADJ
bece-75	11	13	development	development	NOUN
bece-75	11	14	variables	variable	NOUN
bece-75	11	15	;	;	PUNCT
bece-75	11	16	mathematics	mathematics	NOUN
bece-75	11	17	scores	score	NOUN
bece-75	11	18	correspondence	correspondence	NOUN
bece-75	11	19	to	to	ADP
bece-75	11	20	:	:	PUNCT
bece-75	11	21	jiwei	jiwei	PROPN
bece-75	11	22	han	han	PROPN
bece-75	11	23	,	,	PUNCT
bece-75	11	24	ph.d	ph.d	PROPN
bece-75	11	25	.	.	PROPN
bece-75	11	26	,	,	PUNCT
bece-75	11	27	professor	professor	NOUN
bece-75	11	28	,	,	PUNCT
bece-75	11	29	school	school	NOUN
bece-75	11	30	of	of	ADP
bece-75	11	31	mathematics	mathematic	NOUN
bece-75	11	32	and	and	CCONJ
bece-75	11	33	statistics	statistic	NOUN
bece-75	11	34	,	,	PUNCT
bece-75	11	35	northeast	northeast	ADJ
bece-75	11	36	normal	normal	ADJ
bece-75	11	37	university	university	NOUN
bece-75	11	38	,	,	PUNCT
bece-75	11	39	changchun	changchun	PROPN
bece-75	11	40	,	,	PUNCT
bece-75	11	41	china	china	PROPN
bece-75	11	42	.	.	PUNCT
bece-75	12	1	email	email	NOUN
bece-75	12	2	:	:	PUNCT
bece-75	12	3	hanjw617@nenu.edu.cn	hanjw617@nenu.edu.cn	X
bece-75	12	4	.	.	PUNCT
bece-75	13	1	about	about	ADP
bece-75	13	2	the	the	DET
bece-75	13	3	author	author	NOUN
bece-75	13	4	:	:	PUNCT
bece-75	13	5	shengnan	shengnan	PROPN
bece-75	13	6	bai	bai	PROPN
bece-75	13	7	,	,	PUNCT
bece-75	13	8	ph.d	ph.d	PROPN
bece-75	13	9	.	.	PROPN
bece-75	13	10	,	,	PUNCT
bece-75	13	11	school	school	NOUN
bece-75	13	12	of	of	ADP
bece-75	13	13	mathematics	mathematic	NOUN
bece-75	13	14	and	and	CCONJ
bece-75	13	15	statistics	statistic	NOUN
bece-75	13	16	,	,	PUNCT
bece-75	13	17	northeast	northeast	ADJ
bece-75	13	18	normal	normal	ADJ
bece-75	13	19	university	university	NOUN
bece-75	13	20	,	,	PUNCT
bece-75	13	21	changchun	changchun	PROPN
bece-75	13	22	,	,	PUNCT
bece-75	13	23	china	china	PROPN
bece-75	13	24	.	.	PUNCT
bece-75	13	25	email	email	NOUN
bece-75	13	26	:	:	PUNCT
bece-75	13	27	baisn012@nenu.edu.cn	baisn012@nenu.edu.cn	X
bece-75	13	28	.	.	PUNCT
bece-75	14	1	bai	bai	PROPN
bece-75	14	2	,	,	PUNCT
bece-75	14	3	et	et	PROPN
bece-75	14	4	al	al	PROPN
bece-75	14	5	.	.	PROPN
bece-75	15	1	teacher	teacher	NOUN
bece-75	15	2	variables	variable	NOUN
bece-75	15	3	and	and	CCONJ
bece-75	15	4	students	student	NOUN
bece-75	15	5	’	'	PUNCT
bece-75	15	6	mathematical	mathematical	ADJ
bece-75	15	7	achievements	achievement	NOUN
bece-75	15	8	.	.	PUNCT
bece-75	16	1	vol.3	vol.3	PROPN
bece-75	16	2	,	,	PUNCT
bece-75	16	3	no	no	INTJ
bece-75	16	4	.	.	NOUN
bece-75	16	5	2	2	NUM
bece-75	16	6	,	,	PUNCT
bece-75	16	7	2019	2019	NUM
bece-75	16	8	348	348	NUM
bece-75	16	9	problem	problem	NOUN
bece-75	16	10	n	n	CCONJ
bece-75	16	11	the	the	DET
bece-75	16	12	evaluation	evaluation	NOUN
bece-75	16	13	of	of	ADP
bece-75	16	14	education	education	NOUN
bece-75	16	15	quality	quality	NOUN
bece-75	16	16	,	,	PUNCT
bece-75	16	17	the	the	DET
bece-75	16	18	learning	learning	NOUN
bece-75	16	19	effect	effect	NOUN
bece-75	16	20	of	of	ADP
bece-75	16	21	students	student	NOUN
bece-75	16	22	has	have	AUX
bece-75	16	23	always	always	ADV
bece-75	16	24	been	be	AUX
bece-75	16	25	regarded	regard	VERB
bece-75	16	26	as	as	ADP
bece-75	16	27	an	an	DET
bece-75	16	28	important	important	ADJ
bece-75	16	29	dimension	dimension	NOUN
bece-75	16	30	to	to	PART
bece-75	16	31	examine	examine	VERB
bece-75	16	32	the	the	DET
bece-75	16	33	effect	effect	NOUN
bece-75	16	34	of	of	ADP
bece-75	16	35	education	education	NOUN
bece-75	16	36	.	.	PUNCT
bece-75	17	1	among	among	ADP
bece-75	17	2	them	they	PRON
bece-75	17	3	,	,	PUNCT
bece-75	17	4	student	student	NOUN
bece-75	17	5	achievement	achievement	NOUN
bece-75	17	6	is	be	AUX
bece-75	17	7	one	one	NUM
bece-75	17	8	of	of	ADP
bece-75	17	9	the	the	DET
bece-75	17	10	main	main	ADJ
bece-75	17	11	indicators	indicator	NOUN
bece-75	17	12	reflecting	reflect	VERB
bece-75	17	13	the	the	DET
bece-75	17	14	effect	effect	NOUN
bece-75	17	15	of	of	ADP
bece-75	17	16	learning	learn	VERB
bece-75	17	17	.	.	PUNCT
bece-75	18	1	teachers	teacher	NOUN
bece-75	18	2	are	be	AUX
bece-75	18	3	often	often	ADV
bece-75	18	4	considered	consider	VERB
bece-75	18	5	to	to	PART
bece-75	18	6	be	be	AUX
bece-75	18	7	the	the	DET
bece-75	18	8	main	main	ADJ
bece-75	18	9	factor	factor	NOUN
bece-75	18	10	affecting	affect	VERB
bece-75	18	11	students	student	NOUN
bece-75	18	12	’	'	PUNCT
bece-75	18	13	academic	academic	ADJ
bece-75	18	14	performance	performance	NOUN
bece-75	18	15	.	.	PUNCT
bece-75	19	1	therefore	therefore	ADV
bece-75	19	2	,	,	PUNCT
bece-75	19	3	exploring	explore	VERB
bece-75	19	4	the	the	DET
bece-75	19	5	influence	influence	NOUN
bece-75	19	6	of	of	ADP
bece-75	19	7	teacher	teacher	NOUN
bece-75	19	8	variables	variable	NOUN
bece-75	19	9	on	on	ADP
bece-75	19	10	students	student	NOUN
bece-75	19	11	’	'	PUNCT
bece-75	19	12	academic	academic	ADJ
bece-75	19	13	performance	performance	NOUN
bece-75	19	14	through	through	ADP
bece-75	19	15	research	research	NOUN
bece-75	19	16	has	have	AUX
bece-75	19	17	always	always	ADV
bece-75	19	18	been	be	AUX
bece-75	19	19	an	an	DET
bece-75	19	20	essential	essential	ADJ
bece-75	19	21	research	research	NOUN
bece-75	19	22	issue	issue	NOUN
bece-75	19	23	in	in	ADP
bece-75	19	24	educational	educational	ADJ
bece-75	19	25	research	research	NOUN
bece-75	19	26	.	.	PUNCT
bece-75	20	1	the	the	DET
bece-75	20	2	research	research	NOUN
bece-75	20	3	of	of	ADP
bece-75	20	4	this	this	DET
bece-75	20	5	problem	problem	NOUN
bece-75	20	6	can	can	AUX
bece-75	20	7	provide	provide	VERB
bece-75	20	8	theoretical	theoretical	ADJ
bece-75	20	9	basis	basis	NOUN
bece-75	20	10	for	for	ADP
bece-75	20	11	improving	improve	VERB
bece-75	20	12	students	student	NOUN
bece-75	20	13	’	'	PUNCT
bece-75	20	14	learning	learning	NOUN
bece-75	20	15	,	,	PUNCT
bece-75	20	16	promoting	promote	VERB
bece-75	20	17	the	the	DET
bece-75	20	18	fair	fair	ADJ
bece-75	20	19	distribution	distribution	NOUN
bece-75	20	20	of	of	ADP
bece-75	20	21	educational	educational	ADJ
bece-75	20	22	resources	resource	NOUN
bece-75	20	23	and	and	CCONJ
bece-75	20	24	the	the	DET
bece-75	20	25	effective	effective	ADJ
bece-75	20	26	training	training	NOUN
bece-75	20	27	of	of	ADP
bece-75	20	28	teacher	teacher	NOUN
bece-75	20	29	education	education	NOUN
bece-75	20	30	.	.	PUNCT
bece-75	21	1	it	it	PRON
bece-75	21	2	is	be	AUX
bece-75	21	3	a	a	DET
bece-75	21	4	critical	critical	ADJ
bece-75	21	5	problem	problem	NOUN
bece-75	21	6	that	that	PRON
bece-75	21	7	has	have	AUX
bece-75	21	8	been	be	AUX
bece-75	21	9	continuously	continuously	ADV
bece-75	21	10	explored	explore	VERB
bece-75	21	11	in	in	ADP
bece-75	21	12	the	the	DET
bece-75	21	13	field	field	NOUN
bece-75	21	14	of	of	ADP
bece-75	21	15	education	education	NOUN
bece-75	21	16	.	.	PUNCT
bece-75	22	1	throughout	throughout	ADP
bece-75	22	2	the	the	DET
bece-75	22	3	study	study	NOUN
bece-75	22	4	of	of	ADP
bece-75	22	5	the	the	DET
bece-75	22	6	influence	influence	NOUN
bece-75	22	7	of	of	ADP
bece-75	22	8	teacher	teacher	NOUN
bece-75	22	9	variables	variable	NOUN
bece-75	22	10	on	on	ADP
bece-75	22	11	students	student	NOUN
bece-75	22	12	’	'	PUNCT
bece-75	22	13	academic	academic	ADJ
bece-75	22	14	performance	performance	NOUN
bece-75	22	15	,	,	PUNCT
bece-75	22	16	it	it	PRON
bece-75	22	17	can	can	AUX
bece-75	22	18	be	be	AUX
bece-75	22	19	roughly	roughly	ADV
bece-75	22	20	divided	divide	VERB
bece-75	22	21	into	into	ADP
bece-75	22	22	three	three	NUM
bece-75	22	23	categories	category	NOUN
bece-75	22	24	.	.	PUNCT
bece-75	23	1	the	the	DET
bece-75	23	2	first	first	ADJ
bece-75	23	3	category	category	NOUN
bece-75	23	4	was	be	AUX
bece-75	23	5	to	to	PART
bece-75	23	6	study	study	VERB
bece-75	23	7	the	the	DET
bece-75	23	8	influence	influence	NOUN
bece-75	23	9	of	of	ADP
bece-75	23	10	teacher	teacher	NOUN
bece-75	23	11	characteristic	characteristic	ADJ
bece-75	23	12	variables	variable	NOUN
bece-75	23	13	on	on	ADP
bece-75	23	14	students	student	NOUN
bece-75	23	15	’	'	PUNCT
bece-75	23	16	academic	academic	ADJ
bece-75	23	17	performance	performance	NOUN
bece-75	23	18	.	.	PUNCT
bece-75	24	1	the	the	DET
bece-75	24	2	conclusions	conclusion	NOUN
bece-75	24	3	from	from	ADP
bece-75	24	4	this	this	DET
bece-75	24	5	problem	problem	NOUN
bece-75	24	6	study	study	NOUN
bece-75	24	7	are	be	AUX
bece-75	24	8	not	not	PART
bece-75	24	9	the	the	DET
bece-75	24	10	same	same	ADJ
bece-75	24	11	.	.	PUNCT
bece-75	25	1	huang	huang	PROPN
bece-75	25	2	and	and	CCONJ
bece-75	25	3	xin	xin	PROPN
bece-75	25	4	found	find	VERB
bece-75	25	5	that	that	SCONJ
bece-75	25	6	teachers	teacher	NOUN
bece-75	25	7	’	'	PUNCT
bece-75	25	8	gender	gender	NOUN
bece-75	25	9	,	,	PUNCT
bece-75	25	10	teaching	teach	VERB
bece-75	25	11	age	age	NOUN
bece-75	25	12	,	,	PUNCT
bece-75	25	13	education	education	NOUN
bece-75	25	14	,	,	PUNCT
bece-75	25	15	and	and	CCONJ
bece-75	25	16	majors	major	NOUN
bece-75	25	17	had	have	VERB
bece-75	25	18	no	no	DET
bece-75	25	19	significant	significant	ADJ
bece-75	25	20	influence	influence	NOUN
bece-75	25	21	on	on	ADP
bece-75	25	22	students	student	NOUN
bece-75	25	23	’	'	PUNCT
bece-75	25	24	academic	academic	ADJ
bece-75	25	25	performance	performance	NOUN
bece-75	25	26	(	(	PUNCT
bece-75	25	27	huang	huang	PROPN
bece-75	25	28	&	&	CCONJ
bece-75	25	29	xin	xin	PROPN
bece-75	25	30	,	,	PUNCT
bece-75	25	31	2007	2007	NUM
bece-75	25	32	)	)	PUNCT
bece-75	25	33	;	;	PUNCT
bece-75	25	34	whereas	whereas	SCONJ
bece-75	25	35	zhang	zhang	PROPN
bece-75	25	36	found	find	VERB
bece-75	25	37	that	that	SCONJ
bece-75	25	38	teachers	teacher	NOUN
bece-75	25	39	’	'	PUNCT
bece-75	25	40	gender	gender	NOUN
bece-75	25	41	,	,	PUNCT
bece-75	25	42	teaching	teaching	NOUN
bece-75	25	43	age	age	NOUN
bece-75	25	44	,	,	PUNCT
bece-75	25	45	and	and	CCONJ
bece-75	25	46	majors	major	NOUN
bece-75	25	47	had	have	VERB
bece-75	25	48	a	a	DET
bece-75	25	49	significant	significant	ADJ
bece-75	25	50	impact	impact	NOUN
bece-75	25	51	on	on	ADP
bece-75	25	52	student	student	NOUN
bece-75	25	53	achievement	achievement	NOUN
bece-75	25	54	(	(	PUNCT
bece-75	25	55	zhang	zhang	PROPN
bece-75	25	56	,	,	PUNCT
bece-75	25	57	2012	2012	NUM
bece-75	25	58	)	)	PUNCT
bece-75	25	59	.	.	PUNCT
bece-75	26	1	the	the	DET
bece-75	26	2	second	second	ADJ
bece-75	26	3	category	category	NOUN
bece-75	26	4	was	be	AUX
bece-75	26	5	to	to	PART
bece-75	26	6	study	study	VERB
bece-75	26	7	the	the	DET
bece-75	26	8	influence	influence	NOUN
bece-75	26	9	of	of	ADP
bece-75	26	10	teachers	teacher	NOUN
bece-75	26	11	’	'	PUNCT
bece-75	26	12	teaching	teaching	NOUN
bece-75	26	13	variables	variable	NOUN
bece-75	26	14	on	on	ADP
bece-75	26	15	students	student	NOUN
bece-75	26	16	’	'	PUNCT
bece-75	26	17	academic	academic	ADJ
bece-75	26	18	performance	performance	NOUN
bece-75	26	19	.	.	PUNCT
bece-75	27	1	teachers	teacher	NOUN
bece-75	27	2	’	'	PUNCT
bece-75	27	3	teaching	teach	VERB
bece-75	27	4	variables	variable	NOUN
bece-75	27	5	such	such	ADJ
bece-75	27	6	as	as	ADP
bece-75	27	7	teacher	teacher	NOUN
bece-75	27	8	’s	’s	PART
bece-75	27	9	teaching	teaching	NOUN
bece-75	27	10	plan	plan	NOUN
bece-75	27	11	,	,	PUNCT
bece-75	27	12	teaching	teach	VERB
bece-75	27	13	behavior	behavior	NOUN
bece-75	27	14	(	(	PUNCT
bece-75	27	15	peterson	peterson	PROPN
bece-75	27	16	,	,	PUNCT
bece-75	27	17	et	et	PROPN
bece-75	27	18	al	al	PROPN
bece-75	27	19	.	.	PROPN
bece-75	27	20	,	,	PUNCT
bece-75	27	21	1978	1978	NUM
bece-75	27	22	)	)	PUNCT
bece-75	27	23	(	(	PUNCT
bece-75	27	24	class	class	NOUN
bece-75	27	25	introduction	introduction	NOUN
bece-75	27	26	,	,	PUNCT
bece-75	27	27	classroom	classroom	NOUN
bece-75	27	28	language	language	NOUN
bece-75	27	29	,	,	PUNCT
bece-75	27	30	classroom	classroom	NOUN
bece-75	27	31	questions	question	NOUN
bece-75	27	32	,	,	PUNCT
bece-75	27	33	classroom	classroom	NOUN
bece-75	27	34	feedback	feedback	NOUN
bece-75	27	35	,	,	PUNCT
bece-75	27	36	class	class	NOUN
bece-75	27	37	waiting	waiting	NOUN
bece-75	27	38	,	,	PUNCT
bece-75	27	39	class	class	NOUN
bece-75	27	40	summary	summary	NOUN
bece-75	27	41	(	(	PUNCT
bece-75	27	42	huang	huang	PROPN
bece-75	27	43	,	,	PUNCT
bece-75	27	44	et	et	PROPN
bece-75	27	45	al	al	PROPN
bece-75	27	46	.	.	PROPN
bece-75	27	47	,	,	PUNCT
bece-75	27	48	2009	2009	NUM
bece-75	27	49	;	;	PUNCT
bece-75	27	50	zhou	zhou	PROPN
bece-75	27	51	&	&	CCONJ
bece-75	27	52	bao	bao	PROPN
bece-75	27	53	,	,	PUNCT
bece-75	27	54	2012	2012	NUM
bece-75	27	55	;	;	PUNCT
bece-75	27	56	huang	huang	PROPN
bece-75	27	57	,	,	PUNCT
bece-75	27	58	2016	2016	NUM
bece-75	27	59	;	;	PUNCT
bece-75	27	60	gao	gao	PROPN
bece-75	27	61	&	&	CCONJ
bece-75	27	62	zhang	zhang	PROPN
bece-75	27	63	,	,	PUNCT
bece-75	27	64	2016	2016	NUM
bece-75	27	65	;	;	PUNCT
bece-75	27	66	cao	cao	PROPN
bece-75	27	67	&	&	CCONJ
bece-75	27	68	yu	yu	PROPN
bece-75	27	69	,	,	PUNCT
bece-75	27	70	2017	2017	NUM
bece-75	27	71	)	)	PUNCT
bece-75	27	72	,	,	PUNCT
bece-75	27	73	teaching	teach	VERB
bece-75	27	74	strategy	strategy	NOUN
bece-75	27	75	(	(	PUNCT
bece-75	27	76	walsh	walsh	NOUN
bece-75	27	77	-	-	PUNCT
bece-75	27	78	cavazos	cavazos	PROPN
bece-75	27	79	,	,	PUNCT
bece-75	27	80	1994	1994	NUM
bece-75	27	81	)	)	PUNCT
bece-75	27	82	,	,	PUNCT
bece-75	27	83	teaching	teach	VERB
bece-75	27	84	attitude	attitude	NOUN
bece-75	27	85	(	(	PUNCT
bece-75	27	86	bülent	bülent	NOUN
bece-75	27	87	&	&	CCONJ
bece-75	27	88	erden	erden	PROPN
bece-75	27	89	,	,	PUNCT
bece-75	27	90	2006	2006	NUM
bece-75	27	91	)	)	PUNCT
bece-75	27	92	were	be	AUX
bece-75	27	93	important	important	ADJ
bece-75	27	94	factors	factor	NOUN
bece-75	27	95	affecting	affect	VERB
bece-75	27	96	students	student	NOUN
bece-75	27	97	’	'	PUNCT
bece-75	27	98	academic	academic	ADJ
bece-75	27	99	performance	performance	NOUN
bece-75	27	100	,	,	PUNCT
bece-75	27	101	and	and	CCONJ
bece-75	27	102	some	some	DET
bece-75	27	103	teachers	teacher	NOUN
bece-75	27	104	’	'	PUNCT
bece-75	27	105	teaching	teaching	NOUN
bece-75	27	106	variables	variable	NOUN
bece-75	27	107	such	such	ADJ
bece-75	27	108	as	as	ADP
bece-75	27	109	teacher	teacher	NOUN
bece-75	27	110	’s	’s	PART
bece-75	27	111	teaching	teaching	NOUN
bece-75	27	112	cooperation	cooperation	NOUN
bece-75	27	113	and	and	CCONJ
bece-75	27	114	classroom	classroom	NOUN
bece-75	27	115	discussion	discussion	NOUN
bece-75	27	116	had	have	VERB
bece-75	27	117	no	no	DET
bece-75	27	118	significant	significant	ADJ
bece-75	27	119	influence	influence	NOUN
bece-75	27	120	on	on	ADP
bece-75	27	121	students	student	NOUN
bece-75	27	122	’	'	PUNCT
bece-75	27	123	academic	academic	ADJ
bece-75	27	124	performance	performance	NOUN
bece-75	27	125	(	(	PUNCT
bece-75	27	126	zhang	zhang	PROPN
bece-75	27	127	,	,	PUNCT
bece-75	27	128	2010	2010	NUM
bece-75	27	129	)	)	PUNCT
bece-75	27	130	.	.	PUNCT
bece-75	28	1	the	the	DET
bece-75	28	2	third	third	ADJ
bece-75	28	3	category	category	NOUN
bece-75	28	4	was	be	AUX
bece-75	28	5	to	to	PART
bece-75	28	6	study	study	VERB
bece-75	28	7	the	the	DET
bece-75	28	8	influence	influence	NOUN
bece-75	28	9	of	of	ADP
bece-75	28	10	teacher	teacher	NOUN
bece-75	28	11	professional	professional	ADJ
bece-75	28	12	development	development	NOUN
bece-75	28	13	variables	variable	NOUN
bece-75	28	14	on	on	ADP
bece-75	28	15	students	student	NOUN
bece-75	28	16	’	'	PUNCT
bece-75	28	17	academic	academic	ADJ
bece-75	28	18	performance	performance	NOUN
bece-75	28	19	.	.	PUNCT
bece-75	29	1	zhang	zhang	PROPN
bece-75	29	2	and	and	CCONJ
bece-75	29	3	xin	xin	PROPN
bece-75	29	4	found	find	VERB
bece-75	29	5	that	that	SCONJ
bece-75	29	6	teachers	teacher	NOUN
bece-75	29	7	’	’	PART
bece-75	29	8	preparation	preparation	NOUN
bece-75	29	9	methods	method	NOUN
bece-75	29	10	,	,	PUNCT
bece-75	29	11	peer	peer	NOUN
bece-75	29	12	listening	listening	NOUN
bece-75	29	13	courses	course	NOUN
bece-75	29	14	,	,	PUNCT
bece-75	29	15	and	and	CCONJ
bece-75	29	16	teaching	teaching	NOUN
bece-75	29	17	and	and	CCONJ
bece-75	29	18	research	research	NOUN
bece-75	29	19	participation	participation	NOUN
bece-75	29	20	had	have	VERB
bece-75	29	21	no	no	DET
bece-75	29	22	significant	significant	ADJ
bece-75	29	23	effect	effect	NOUN
bece-75	29	24	on	on	ADP
bece-75	29	25	student	student	NOUN
bece-75	29	26	achievement	achievement	NOUN
bece-75	29	27	(	(	PUNCT
bece-75	29	28	zhang	zhang	PROPN
bece-75	29	29	,	,	PUNCT
bece-75	29	30	2010	2010	NUM
bece-75	29	31	)	)	PUNCT
bece-75	29	32	;	;	PUNCT
bece-75	29	33	but	but	CCONJ
bece-75	29	34	zhao	zhao	PROPN
bece-75	29	35	and	and	CCONJ
bece-75	29	36	yan	yan	PROPN
bece-75	29	37	found	find	VERB
bece-75	29	38	that	that	SCONJ
bece-75	29	39	teachers	teacher	NOUN
bece-75	29	40	’	’	PART
bece-75	29	41	preparation	preparation	NOUN
bece-75	29	42	ways	way	NOUN
bece-75	29	43	,	,	PUNCT
bece-75	29	44	training	training	NOUN
bece-75	29	45	participation	participation	NOUN
bece-75	29	46	,	,	PUNCT
bece-75	29	47	peer	peer	NOUN
bece-75	29	48	-	-	PUNCT
bece-75	29	49	to	to	ADP
bece-75	29	50	-	-	PUNCT
bece-75	29	51	peer	peer	NOUN
bece-75	29	52	assessment	assessment	NOUN
bece-75	29	53	,	,	PUNCT
bece-75	29	54	and	and	CCONJ
bece-75	29	55	teaching	teaching	NOUN
bece-75	29	56	and	and	CCONJ
bece-75	29	57	research	research	NOUN
bece-75	29	58	participation	participation	NOUN
bece-75	29	59	have	have	VERB
bece-75	29	60	a	a	DET
bece-75	29	61	significant	significant	ADJ
bece-75	29	62	impact	impact	NOUN
bece-75	29	63	on	on	ADP
bece-75	29	64	student	student	NOUN
bece-75	29	65	achievement	achievement	NOUN
bece-75	29	66	(	(	PUNCT
bece-75	29	67	zhao	zhao	PROPN
bece-75	29	68	,	,	PUNCT
bece-75	29	69	et	et	PROPN
bece-75	29	70	al	al	PROPN
bece-75	29	71	.	.	PROPN
bece-75	29	72	,	,	PUNCT
bece-75	29	73	2013	2013	NUM
bece-75	29	74	)	)	PUNCT
bece-75	29	75	.	.	PUNCT
bece-75	30	1	from	from	ADP
bece-75	30	2	these	these	DET
bece-75	30	3	studies	study	NOUN
bece-75	30	4	we	we	PRON
bece-75	30	5	can	can	AUX
bece-75	30	6	find	find	VERB
bece-75	30	7	that	that	SCONJ
bece-75	30	8	although	although	SCONJ
bece-75	30	9	the	the	DET
bece-75	30	10	teacher	teacher	NOUN
bece-75	30	11	variables	variable	NOUN
bece-75	30	12	were	be	AUX
bece-75	30	13	closely	closely	ADV
bece-75	30	14	related	relate	VERB
bece-75	30	15	to	to	ADP
bece-75	30	16	the	the	DET
bece-75	30	17	students	student	NOUN
bece-75	30	18	’	’	PART
bece-75	30	19	academic	academic	ADJ
bece-75	30	20	performance	performance	NOUN
bece-75	30	21	,	,	PUNCT
bece-75	30	22	the	the	DET
bece-75	30	23	conclusions	conclusion	NOUN
bece-75	30	24	had	have	AUX
bece-75	30	25	not	not	PART
bece-75	30	26	yet	yet	ADV
bece-75	30	27	reached	reach	VERB
bece-75	30	28	a	a	DET
bece-75	30	29	consistent	consistent	ADJ
bece-75	30	30	agreement	agreement	NOUN
bece-75	30	31	.	.	PUNCT
bece-75	31	1	there	there	PRON
bece-75	31	2	are	be	VERB
bece-75	31	3	two	two	NUM
bece-75	31	4	reasons	reason	NOUN
bece-75	31	5	for	for	ADP
bece-75	31	6	this	this	PRON
bece-75	31	7	:	:	PUNCT
bece-75	31	8	first	first	ADV
bece-75	31	9	,	,	PUNCT
bece-75	31	10	the	the	DET
bece-75	31	11	measurement	measurement	NOUN
bece-75	31	12	tools	tool	NOUN
bece-75	31	13	developed	develop	VERB
bece-75	31	14	by	by	ADP
bece-75	31	15	the	the	DET
bece-75	31	16	researchers	researcher	NOUN
bece-75	31	17	were	be	AUX
bece-75	31	18	different	different	ADJ
bece-75	31	19	,	,	PUNCT
bece-75	31	20	and	and	CCONJ
bece-75	31	21	the	the	DET
bece-75	31	22	quality	quality	NOUN
bece-75	31	23	of	of	ADP
bece-75	31	24	the	the	DET
bece-75	31	25	different	different	ADJ
bece-75	31	26	measurement	measurement	NOUN
bece-75	31	27	tools	tool	NOUN
bece-75	31	28	was	be	AUX
bece-75	31	29	directly	directly	ADV
bece-75	31	30	related	relate	VERB
bece-75	31	31	to	to	ADP
bece-75	31	32	the	the	DET
bece-75	31	33	research	research	NOUN
bece-75	31	34	results	result	NOUN
bece-75	31	35	.	.	PUNCT
bece-75	32	1	herlihy	herlihy	PROPN
bece-75	32	2	et	et	PROPN
bece-75	32	3	al	al	PROPN
bece-75	32	4	about	about	ADP
bece-75	32	5	the	the	DET
bece-75	32	6	author	author	NOUN
bece-75	32	7	:	:	PUNCT
bece-75	32	8	canhui	canhui	PROPN
bece-75	32	9	li	li	PROPN
bece-75	32	10	,	,	PUNCT
bece-75	32	11	school	school	NOUN
bece-75	32	12	of	of	ADP
bece-75	32	13	mathematics	mathematic	NOUN
bece-75	32	14	and	and	CCONJ
bece-75	32	15	statistics	statistic	NOUN
bece-75	32	16	,	,	PUNCT
bece-75	32	17	northeast	northeast	ADJ
bece-75	32	18	normal	normal	ADJ
bece-75	32	19	university	university	NOUN
bece-75	32	20	,	,	PUNCT
bece-75	32	21	changchu	changchu	PROPN
bece-75	32	22	,	,	PUNCT
bece-75	32	23	china	china	PROPN
bece-75	32	24	.	.	PUNCT
bece-75	32	25	email	email	NOUN
bece-75	32	26	:	:	PUNCT
bece-75	33	1	lich380@nenu.edu.cn	lich380@nenu.edu.cn	X
bece-75	33	2	.	.	PUNCT
bece-75	34	1	conflict	conflict	NOUN
bece-75	34	2	of	of	ADP
bece-75	34	3	interests	interest	NOUN
bece-75	34	4	:	:	PUNCT
bece-75	34	5	none	none	NOUN
bece-75	34	6	.	.	PUNCT
bece-75	35	1	i	i	PRON
bece-75	35	2	bai	bai	VERB
bece-75	35	3	,	,	PUNCT
bece-75	35	4	et	et	PROPN
bece-75	35	5	al	al	PROPN
bece-75	35	6	.	.	PROPN
bece-75	36	1	teacher	teacher	NOUN
bece-75	36	2	variables	variable	NOUN
bece-75	36	3	and	and	CCONJ
bece-75	36	4	students	student	NOUN
bece-75	36	5	’	'	PUNCT
bece-75	36	6	mathematical	mathematical	ADJ
bece-75	36	7	achievements	achievement	NOUN
bece-75	36	8	.	.	PUNCT
bece-75	37	1	vol.3	vol.3	PROPN
bece-75	37	2	,	,	PUNCT
bece-75	37	3	no	no	INTJ
bece-75	37	4	.	.	NOUN
bece-75	37	5	2	2	NUM
bece-75	37	6	,	,	PUNCT
bece-75	37	7	2019	2019	NUM
bece-75	37	8	349	349	NUM
bece-75	37	9	indicated	indicate	VERB
bece-75	37	10	that	that	SCONJ
bece-75	37	11	the	the	DET
bece-75	37	12	validity	validity	NOUN
bece-75	37	13	and	and	CCONJ
bece-75	37	14	reliability	reliability	NOUN
bece-75	37	15	of	of	ADP
bece-75	37	16	the	the	DET
bece-75	37	17	teacher	teacher	NOUN
bece-75	37	18	evaluation	evaluation	NOUN
bece-75	37	19	system	system	NOUN
bece-75	37	20	affect	affect	VERB
bece-75	37	21	the	the	DET
bece-75	37	22	conclusion	conclusion	NOUN
bece-75	37	23	of	of	ADP
bece-75	37	24	the	the	DET
bece-75	37	25	role	role	NOUN
bece-75	37	26	of	of	ADP
bece-75	37	27	teacher	teacher	NOUN
bece-75	37	28	variables	variable	NOUN
bece-75	37	29	on	on	ADP
bece-75	37	30	student	student	NOUN
bece-75	37	31	achievement	achievement	NOUN
bece-75	37	32	(	(	PUNCT
bece-75	37	33	herlihy	herlihy	PROPN
bece-75	37	34	,	,	PUNCT
bece-75	37	35	et	et	PROPN
bece-75	37	36	al	al	PROPN
bece-75	37	37	.	.	PROPN
bece-75	37	38	,	,	PUNCT
bece-75	37	39	2005	2005	NUM
bece-75	37	40	)	)	PUNCT
bece-75	37	41	;	;	PUNCT
bece-75	37	42	second	second	X
bece-75	37	43	,	,	PUNCT
bece-75	37	44	the	the	DET
bece-75	37	45	statistical	statistical	ADJ
bece-75	37	46	analysis	analysis	NOUN
bece-75	37	47	methods	method	NOUN
bece-75	37	48	of	of	ADP
bece-75	37	49	choice	choice	NOUN
bece-75	37	50	are	be	AUX
bece-75	37	51	different	different	ADJ
bece-75	37	52	,	,	PUNCT
bece-75	37	53	previous	previous	ADJ
bece-75	37	54	studies	study	NOUN
bece-75	37	55	have	have	AUX
bece-75	37	56	not	not	PART
bece-75	37	57	considered	consider	VERB
bece-75	37	58	the	the	DET
bece-75	37	59	hierarchicaled	hierarchicaled	ADJ
bece-75	37	60	nesting	nesting	ADJ
bece-75	37	61	structure	structure	NOUN
bece-75	37	62	of	of	ADP
bece-75	37	63	teacher	teacher	NOUN
bece-75	37	64	and	and	CCONJ
bece-75	37	65	student	student	NOUN
bece-75	37	66	data	datum	NOUN
bece-75	37	67	,	,	PUNCT
bece-75	37	68	and	and	CCONJ
bece-75	37	69	traditional	traditional	ADJ
bece-75	37	70	regression	regression	NOUN
bece-75	37	71	analysis	analysis	NOUN
bece-75	37	72	of	of	ADP
bece-75	37	73	teacher	teacher	NOUN
bece-75	37	74	variables	variable	NOUN
bece-75	37	75	and	and	CCONJ
bece-75	37	76	student	student	NOUN
bece-75	37	77	variables	variable	NOUN
bece-75	37	78	as	as	ADP
bece-75	37	79	independent	independent	ADJ
bece-75	37	80	variables	variable	NOUN
bece-75	37	81	may	may	AUX
bece-75	37	82	cause	cause	VERB
bece-75	37	83	bias	bias	NOUN
bece-75	37	84	in	in	ADP
bece-75	37	85	the	the	DET
bece-75	37	86	results	result	NOUN
bece-75	37	87	.	.	PUNCT
bece-75	38	1	the	the	DET
bece-75	38	2	research	research	NOUN
bece-75	38	3	on	on	ADP
bece-75	38	4	the	the	DET
bece-75	38	5	influence	influence	NOUN
bece-75	38	6	of	of	ADP
bece-75	38	7	teacher	teacher	NOUN
bece-75	38	8	variables	variable	NOUN
bece-75	38	9	on	on	ADP
bece-75	38	10	students	student	NOUN
bece-75	38	11	’	'	PUNCT
bece-75	38	12	academic	academic	ADJ
bece-75	38	13	performance	performance	NOUN
bece-75	38	14	has	have	AUX
bece-75	38	15	made	make	VERB
bece-75	38	16	two	two	NUM
bece-75	38	17	new	new	ADJ
bece-75	38	18	developments	development	NOUN
bece-75	38	19	in	in	ADP
bece-75	38	20	recent	recent	ADJ
bece-75	38	21	years	year	NOUN
bece-75	38	22	.	.	PUNCT
bece-75	39	1	on	on	ADP
bece-75	39	2	the	the	DET
bece-75	39	3	one	one	NUM
bece-75	39	4	hand	hand	NOUN
bece-75	39	5	,	,	PUNCT
bece-75	39	6	the	the	DET
bece-75	39	7	quality	quality	NOUN
bece-75	39	8	of	of	ADP
bece-75	39	9	the	the	DET
bece-75	39	10	measuring	measure	VERB
bece-75	39	11	tools	tool	NOUN
bece-75	39	12	has	have	AUX
bece-75	39	13	improved	improve	VERB
bece-75	39	14	.	.	PUNCT
bece-75	40	1	with	with	ADP
bece-75	40	2	the	the	DET
bece-75	40	3	international	international	ADJ
bece-75	40	4	emphasis	emphasis	NOUN
bece-75	40	5	on	on	ADP
bece-75	40	6	basic	basic	ADJ
bece-75	40	7	education	education	NOUN
bece-75	40	8	,	,	PUNCT
bece-75	40	9	the	the	DET
bece-75	40	10	emergence	emergence	NOUN
bece-75	40	11	of	of	ADP
bece-75	40	12	international	international	ADJ
bece-75	40	13	evaluation	evaluation	NOUN
bece-75	40	14	projects	project	NOUN
bece-75	40	15	such	such	ADJ
bece-75	40	16	as	as	ADP
bece-75	40	17	timss	timss	PROPN
bece-75	40	18	and	and	CCONJ
bece-75	40	19	pisa	pisa	PROPN
bece-75	40	20	has	have	AUX
bece-75	40	21	largely	largely	ADV
bece-75	40	22	contributed	contribute	VERB
bece-75	40	23	to	to	ADP
bece-75	40	24	the	the	DET
bece-75	40	25	improvement	improvement	NOUN
bece-75	40	26	of	of	ADP
bece-75	40	27	the	the	DET
bece-75	40	28	quality	quality	NOUN
bece-75	40	29	of	of	ADP
bece-75	40	30	measurement	measurement	NOUN
bece-75	40	31	tools	tool	NOUN
bece-75	40	32	,	,	PUNCT
bece-75	40	33	which	which	PRON
bece-75	40	34	has	have	AUX
bece-75	40	35	led	lead	VERB
bece-75	40	36	researchers	researcher	NOUN
bece-75	40	37	to	to	PART
bece-75	40	38	pay	pay	VERB
bece-75	40	39	attention	attention	NOUN
bece-75	40	40	to	to	ADP
bece-75	40	41	the	the	DET
bece-75	40	42	development	development	NOUN
bece-75	40	43	of	of	ADP
bece-75	40	44	measurement	measurement	NOUN
bece-75	40	45	tools	tool	NOUN
bece-75	40	46	,	,	PUNCT
bece-75	40	47	thereby	thereby	ADV
bece-75	40	48	promoting	promote	VERB
bece-75	40	49	the	the	DET
bece-75	40	50	quality	quality	NOUN
bece-75	40	51	of	of	ADP
bece-75	40	52	measurement	measurement	NOUN
bece-75	40	53	tools	tool	NOUN
bece-75	40	54	.	.	PUNCT
bece-75	41	1	on	on	ADP
bece-75	41	2	the	the	DET
bece-75	41	3	other	other	ADJ
bece-75	41	4	hand	hand	NOUN
bece-75	41	5	,	,	PUNCT
bece-75	41	6	the	the	DET
bece-75	41	7	methods	method	NOUN
bece-75	41	8	of	of	ADP
bece-75	41	9	education	education	NOUN
bece-75	41	10	statistics	statistic	NOUN
bece-75	41	11	have	have	AUX
bece-75	41	12	been	be	AUX
bece-75	41	13	improved	improve	VERB
bece-75	41	14	and	and	CCONJ
bece-75	41	15	improved	improve	VERB
bece-75	41	16	.	.	PUNCT
bece-75	42	1	samples	sample	NOUN
bece-75	42	2	of	of	ADP
bece-75	42	3	social	social	ADJ
bece-75	42	4	science	science	NOUN
bece-75	42	5	research	research	NOUN
bece-75	42	6	often	often	ADV
bece-75	42	7	come	come	VERB
bece-75	42	8	from	from	ADP
bece-75	42	9	different	different	ADJ
bece-75	42	10	levels	level	NOUN
bece-75	42	11	and	and	CCONJ
bece-75	42	12	units	unit	NOUN
bece-75	42	13	.	.	PUNCT
bece-75	43	1	the	the	DET
bece-75	43	2	resulting	result	VERB
bece-75	43	3	data	datum	NOUN
bece-75	43	4	is	be	AUX
bece-75	43	5	usually	usually	ADV
bece-75	43	6	multi	multi	ADJ
bece-75	43	7	-	-	ADJ
bece-75	43	8	level	level	ADJ
bece-75	43	9	nested	nested	ADJ
bece-75	43	10	data	datum	NOUN
bece-75	43	11	,	,	PUNCT
bece-75	43	12	and	and	CCONJ
bece-75	43	13	the	the	DET
bece-75	43	14	general	general	ADJ
bece-75	43	15	statistical	statistical	ADJ
bece-75	43	16	methods	method	NOUN
bece-75	43	17	have	have	VERB
bece-75	43	18	problems	problem	NOUN
bece-75	43	19	for	for	ADP
bece-75	43	20	the	the	DET
bece-75	43	21	processing	processing	NOUN
bece-75	43	22	of	of	ADP
bece-75	43	23	nested	nested	ADJ
bece-75	43	24	data	datum	NOUN
bece-75	43	25	.	.	PUNCT
bece-75	44	1	therefore	therefore	ADV
bece-75	44	2	,	,	PUNCT
bece-75	44	3	with	with	ADP
bece-75	44	4	the	the	DET
bece-75	44	5	continuous	continuous	ADJ
bece-75	44	6	development	development	NOUN
bece-75	44	7	of	of	ADP
bece-75	44	8	social	social	ADJ
bece-75	44	9	sciences	science	NOUN
bece-75	44	10	,	,	PUNCT
bece-75	44	11	hierarchical	hierarchical	ADJ
bece-75	44	12	linear	linear	NOUN
bece-75	44	13	models	model	NOUN
bece-75	44	14	have	have	AUX
bece-75	44	15	begun	begin	VERB
bece-75	44	16	to	to	PART
bece-75	44	17	enter	enter	VERB
bece-75	44	18	the	the	DET
bece-75	44	19	eyes	eye	NOUN
bece-75	44	20	of	of	ADP
bece-75	44	21	educational	educational	ADJ
bece-75	44	22	researchers	researcher	NOUN
bece-75	44	23	.	.	PUNCT
bece-75	45	1	this	this	DET
bece-75	45	2	model	model	NOUN
bece-75	45	3	solves	solve	VERB
bece-75	45	4	the	the	DET
bece-75	45	5	limitations	limitation	NOUN
bece-75	45	6	of	of	ADP
bece-75	45	7	traditional	traditional	ADJ
bece-75	45	8	regression	regression	NOUN
bece-75	45	9	analysis	analysis	NOUN
bece-75	45	10	in	in	ADP
bece-75	45	11	dealing	deal	VERB
bece-75	45	12	with	with	ADP
bece-75	45	13	multi	multi	ADJ
bece-75	45	14	-	-	ADJ
bece-75	45	15	level	level	ADJ
bece-75	45	16	nested	nested	ADJ
bece-75	45	17	data	datum	NOUN
bece-75	45	18	and	and	CCONJ
bece-75	45	19	becomes	become	VERB
bece-75	45	20	a	a	DET
bece-75	45	21	new	new	ADJ
bece-75	45	22	method	method	NOUN
bece-75	45	23	of	of	ADP
bece-75	45	24	educational	educational	ADJ
bece-75	45	25	statistics	statistic	NOUN
bece-75	45	26	research	research	NOUN
bece-75	45	27	.	.	PUNCT
bece-75	46	1	in	in	ADP
bece-75	46	2	this	this	DET
bece-75	46	3	context	context	NOUN
bece-75	46	4	,	,	PUNCT
bece-75	46	5	we	we	PRON
bece-75	46	6	try	try	VERB
bece-75	46	7	to	to	PART
bece-75	46	8	directly	directly	ADV
bece-75	46	9	use	use	VERB
bece-75	46	10	the	the	DET
bece-75	46	11	eighth	eighth	ADJ
bece-75	46	12	-	-	PUNCT
bece-75	46	13	grade	grade	NOUN
bece-75	46	14	measurement	measurement	NOUN
bece-75	46	15	data	datum	NOUN
bece-75	46	16	in	in	ADP
bece-75	46	17	timss2015	timss2015	PROPN
bece-75	46	18	,	,	PUNCT
bece-75	46	19	and	and	CCONJ
bece-75	46	20	use	use	VERB
bece-75	46	21	the	the	DET
bece-75	46	22	hierarchical	hierarchical	ADJ
bece-75	46	23	linear	linear	NOUN
bece-75	46	24	model	model	NOUN
bece-75	46	25	(	(	PUNCT
bece-75	46	26	hlm	hlm	PROPN
bece-75	46	27	)	)	PUNCT
bece-75	46	28	to	to	PART
bece-75	46	29	analyze	analyze	VERB
bece-75	46	30	the	the	DET
bece-75	46	31	influence	influence	NOUN
bece-75	46	32	of	of	ADP
bece-75	46	33	teacher	teacher	NOUN
bece-75	46	34	variables	variable	NOUN
bece-75	46	35	on	on	ADP
bece-75	46	36	students	student	NOUN
bece-75	46	37	’	’	PART
bece-75	46	38	mathematics	mathematic	NOUN
bece-75	46	39	scores	score	NOUN
bece-75	46	40	.	.	PUNCT
bece-75	47	1	in	in	ADP
bece-75	47	2	order	order	NOUN
bece-75	47	3	to	to	PART
bece-75	47	4	find	find	VERB
bece-75	47	5	teacher	teacher	NOUN
bece-75	47	6	variables	variable	NOUN
bece-75	47	7	that	that	PRON
bece-75	47	8	can	can	AUX
bece-75	47	9	promote	promote	VERB
bece-75	47	10	student	student	NOUN
bece-75	47	11	achievement	achievement	NOUN
bece-75	47	12	,	,	PUNCT
bece-75	47	13	this	this	DET
bece-75	47	14	study	study	NOUN
bece-75	47	15	proposes	propose	VERB
bece-75	47	16	the	the	DET
bece-75	47	17	following	follow	VERB
bece-75	47	18	three	three	NUM
bece-75	47	19	questions	question	NOUN
bece-75	47	20	:	:	PUNCT
bece-75	47	21			NOUN
bece-75	47	22	question	question	NOUN
bece-75	47	23	1	1	NUM
bece-75	47	24	:	:	PUNCT
bece-75	47	25	how	how	SCONJ
bece-75	47	26	does	do	AUX
bece-75	47	27	the	the	DET
bece-75	47	28	teacher	teacher	NOUN
bece-75	47	29	characteristic	characteristic	ADJ
bece-75	47	30	variable	variable	NOUN
bece-75	47	31	affect	affect	VERB
bece-75	47	32	student	student	NOUN
bece-75	47	33	mathematics	mathematic	NOUN
bece-75	47	34	scores	score	NOUN
bece-75	47	35	?	?	PUNCT
bece-75	48	1			X
bece-75	48	2	question	question	NOUN
bece-75	48	3	2	2	NUM
bece-75	48	4	:	:	PUNCT
bece-75	48	5	how	how	SCONJ
bece-75	48	6	does	do	AUX
bece-75	48	7	the	the	DET
bece-75	48	8	teacher	teacher	NOUN
bece-75	48	9	’s	’s	PART
bece-75	48	10	teaching	teach	VERB
bece-75	48	11	variable	variable	NOUN
bece-75	48	12	affect	affect	VERB
bece-75	48	13	student	student	NOUN
bece-75	48	14	mathematics	mathematic	NOUN
bece-75	48	15	scores	score	NOUN
bece-75	48	16	?	?	PUNCT
bece-75	49	1			X
bece-75	49	2	question	question	NOUN
bece-75	49	3	3	3	NUM
bece-75	49	4	:	:	PUNCT
bece-75	49	5	what	what	DET
bece-75	49	6	effect	effect	NOUN
bece-75	49	7	does	do	AUX
bece-75	49	8	the	the	DET
bece-75	49	9	teacher	teacher	NOUN
bece-75	49	10	’s	’s	PART
bece-75	49	11	professional	professional	PROPN
bece-75	49	12	development	development	NOUN
bece-75	49	13	variable	variable	NOUN
bece-75	49	14	have	have	VERB
bece-75	49	15	on	on	ADP
bece-75	49	16	student	student	NOUN
bece-75	49	17	mathematics	mathematic	NOUN
bece-75	49	18	?	?	PUNCT
bece-75	50	1	methodology	methodology	NOUN
bece-75	50	2	data	datum	NOUN
bece-75	50	3	selection	selection	NOUN
bece-75	50	4	the	the	DET
bece-75	50	5	timss	timss	PROPN
bece-75	50	6	project	project	NOUN
bece-75	50	7	focuses	focus	VERB
bece-75	50	8	on	on	ADP
bece-75	50	9	the	the	DET
bece-75	50	10	development	development	NOUN
bece-75	50	11	of	of	ADP
bece-75	50	12	students	student	NOUN
bece-75	50	13	’	'	PUNCT
bece-75	50	14	mathematical	mathematical	ADJ
bece-75	50	15	and	and	CCONJ
bece-75	50	16	scientific	scientific	ADJ
bece-75	50	17	academic	academic	ADJ
bece-75	50	18	achievements	achievement	NOUN
bece-75	50	19	.	.	PUNCT
bece-75	51	1	timss2015	timss2015	PROPN
bece-75	51	2	collects	collect	VERB
bece-75	51	3	information	information	NOUN
bece-75	51	4	from	from	ADP
bece-75	51	5	students	student	NOUN
bece-75	51	6	,	,	PUNCT
bece-75	51	7	teachers	teacher	NOUN
bece-75	51	8	,	,	PUNCT
bece-75	51	9	and	and	CCONJ
bece-75	51	10	schools	school	NOUN
bece-75	51	11	and	and	CCONJ
bece-75	51	12	encodes	encodes	PRON
bece-75	51	13	data	datum	NOUN
bece-75	51	14	by	by	ADP
bece-75	51	15	standardizing	standardize	VERB
bece-75	51	16	tests	test	NOUN
bece-75	51	17	,	,	PUNCT
bece-75	51	18	questionnaires	questionnaire	NOUN
bece-75	51	19	,	,	PUNCT
bece-75	51	20	and	and	CCONJ
bece-75	51	21	observing	observe	VERB
bece-75	51	22	video	video	NOUN
bece-75	51	23	lessons	lesson	NOUN
bece-75	51	24	.	.	PUNCT
bece-75	52	1	in	in	ADP
bece-75	52	2	timss2015	timss2015	PROPN
bece-75	52	3	,	,	PUNCT
bece-75	52	4	a	a	DET
bece-75	52	5	total	total	NOUN
bece-75	52	6	of	of	ADP
bece-75	52	7	45	45	NUM
bece-75	52	8	countries	country	NOUN
bece-75	52	9	participated	participate	VERB
bece-75	52	10	in	in	ADP
bece-75	52	11	the	the	DET
bece-75	52	12	eighth	eighth	ADJ
bece-75	52	13	-	-	PUNCT
bece-75	52	14	grade	grade	NOUN
bece-75	52	15	standardized	standardized	ADJ
bece-75	52	16	test	test	NOUN
bece-75	52	17	.	.	PUNCT
bece-75	53	1	this	this	DET
bece-75	53	2	study	study	NOUN
bece-75	53	3	selected	select	VERB
bece-75	53	4	data	datum	NOUN
bece-75	53	5	from	from	ADP
bece-75	53	6	all	all	DET
bece-75	53	7	countries	country	NOUN
bece-75	53	8	participating	participate	VERB
bece-75	53	9	in	in	ADP
bece-75	53	10	the	the	DET
bece-75	53	11	eighth	eighth	ADJ
bece-75	53	12	grade	grade	NOUN
bece-75	53	13	test	test	NOUN
bece-75	53	14	and	and	CCONJ
bece-75	53	15	referred	refer	VERB
bece-75	53	16	to	to	ADP
bece-75	53	17	it	it	PRON
bece-75	53	18	as	as	SCONJ
bece-75	53	19	timss2015	timss2015	PROPN
bece-75	53	20	data	data	PROPN
bece-75	53	21	.	.	PUNCT
bece-75	54	1	all	all	DET
bece-75	54	2	data	datum	NOUN
bece-75	54	3	is	be	AUX
bece-75	54	4	from	from	ADP
bece-75	54	5	the	the	DET
bece-75	54	6	official	official	ADJ
bece-75	54	7	timss	timss	NOUN
bece-75	54	8	website	website	NOUN
bece-75	54	9	(	(	PUNCT
bece-75	54	10	http://timssandpirls.bc.edu/timss2015/	http://timssandpirls.bc.edu/timss2015/	PROPN
bece-75	54	11	)	)	PUNCT
bece-75	54	12	.	.	PUNCT
bece-75	55	1	http://timssandpirls.bc.edu/timss2015/	http://timssandpirls.bc.edu/timss2015/	PROPN
bece-75	55	2	bai	bai	PROPN
bece-75	55	3	,	,	PUNCT
bece-75	55	4	et	et	PROPN
bece-75	55	5	al	al	PROPN
bece-75	55	6	.	.	PROPN
bece-75	56	1	teacher	teacher	NOUN
bece-75	56	2	variables	variable	NOUN
bece-75	56	3	and	and	CCONJ
bece-75	56	4	students	student	NOUN
bece-75	56	5	’	'	PUNCT
bece-75	56	6	mathematical	mathematical	ADJ
bece-75	56	7	achievements	achievement	NOUN
bece-75	56	8	.	.	PUNCT
bece-75	57	1	vol.3	vol.3	PROPN
bece-75	57	2	,	,	PUNCT
bece-75	57	3	no	no	INTJ
bece-75	57	4	.	.	NOUN
bece-75	57	5	2	2	NUM
bece-75	57	6	,	,	PUNCT
bece-75	57	7	2019	2019	NUM
bece-75	57	8	350	350	NUM
bece-75	57	9	the	the	DET
bece-75	57	10	subjects	subject	NOUN
bece-75	57	11	of	of	ADP
bece-75	57	12	this	this	DET
bece-75	57	13	study	study	NOUN
bece-75	57	14	were	be	AUX
bece-75	57	15	selected	select	VERB
bece-75	57	16	from	from	ADP
bece-75	57	17	the	the	DET
bece-75	57	18	data	datum	NOUN
bece-75	57	19	of	of	ADP
bece-75	57	20	timss2015	timss2015	PROPN
bece-75	57	21	.	.	PUNCT
bece-75	58	1	after	after	ADP
bece-75	58	2	eliminating	eliminate	VERB
bece-75	58	3	the	the	DET
bece-75	58	4	missing	miss	VERB
bece-75	58	5	values	value	NOUN
bece-75	58	6	of	of	ADP
bece-75	58	7	the	the	DET
bece-75	58	8	relevant	relevant	ADJ
bece-75	58	9	variables	variable	NOUN
bece-75	58	10	and	and	CCONJ
bece-75	58	11	satisfying	satisfy	VERB
bece-75	58	12	at	at	ADV
bece-75	58	13	least	least	ADV
bece-75	58	14	20	20	NUM
bece-75	58	15	students	student	NOUN
bece-75	58	16	per	per	ADP
bece-75	58	17	teacher	teacher	NOUN
bece-75	58	18	,	,	PUNCT
bece-75	58	19	there	there	PRON
bece-75	58	20	are	be	VERB
bece-75	58	21	45,321	45,321	NUM
bece-75	58	22	student	student	NOUN
bece-75	58	23	samples	sample	NOUN
bece-75	58	24	,	,	PUNCT
bece-75	58	25	the	the	DET
bece-75	58	26	ratio	ratio	NOUN
bece-75	58	27	of	of	ADP
bece-75	58	28	male	male	NOUN
bece-75	58	29	to	to	ADP
bece-75	58	30	female	female	ADJ
bece-75	58	31	is	be	AUX
bece-75	58	32	1:1.4	1:1.4	NUM
bece-75	58	33	;	;	PUNCT
bece-75	58	34	the	the	DET
bece-75	58	35	number	number	NOUN
bece-75	58	36	of	of	ADP
bece-75	58	37	teachers	teacher	NOUN
bece-75	58	38	is	be	AUX
bece-75	58	39	1,806	1,806	NUM
bece-75	58	40	,	,	PUNCT
bece-75	58	41	and	and	CCONJ
bece-75	58	42	the	the	DET
bece-75	58	43	ratio	ratio	NOUN
bece-75	58	44	of	of	ADP
bece-75	58	45	male	male	NOUN
bece-75	58	46	to	to	ADP
bece-75	58	47	female	female	ADJ
bece-75	58	48	is	be	AUX
bece-75	58	49	1:1.2	1:1.2	NUM
bece-75	58	50	.	.	PUNCT
bece-75	58	51	variable	variable	ADJ
bece-75	58	52	selection	selection	NOUN
bece-75	58	53	and	and	CCONJ
bece-75	58	54	description	description	NOUN
bece-75	58	55	based	base	VERB
bece-75	58	56	on	on	ADP
bece-75	58	57	the	the	DET
bece-75	58	58	data	datum	NOUN
bece-75	58	59	of	of	ADP
bece-75	58	60	timss2015	timss2015	PROPN
bece-75	58	61	,	,	PUNCT
bece-75	58	62	this	this	DET
bece-75	58	63	study	study	NOUN
bece-75	58	64	explored	explore	VERB
bece-75	58	65	the	the	DET
bece-75	58	66	influence	influence	NOUN
bece-75	58	67	of	of	ADP
bece-75	58	68	teacher	teacher	NOUN
bece-75	58	69	variables	variable	NOUN
bece-75	58	70	on	on	ADP
bece-75	58	71	students	student	NOUN
bece-75	58	72	’	’	PART
bece-75	58	73	mathematics	mathematic	NOUN
bece-75	58	74	scores	score	NOUN
bece-75	58	75	based	base	VERB
bece-75	58	76	on	on	ADP
bece-75	58	77	the	the	DET
bece-75	58	78	control	control	NOUN
bece-75	58	79	of	of	ADP
bece-75	58	80	student	student	NOUN
bece-75	58	81	variables	variable	NOUN
bece-75	58	82	in	in	ADP
bece-75	58	83	the	the	DET
bece-75	58	84	nested	nested	ADJ
bece-75	58	85	relationship	relationship	NOUN
bece-75	58	86	between	between	ADP
bece-75	58	87	students	student	NOUN
bece-75	58	88	and	and	CCONJ
bece-75	58	89	teachers	teacher	NOUN
bece-75	58	90	.	.	PUNCT
bece-75	59	1	based	base	VERB
bece-75	59	2	on	on	ADP
bece-75	59	3	previous	previous	ADJ
bece-75	59	4	researches	research	NOUN
bece-75	59	5	,	,	PUNCT
bece-75	59	6	the	the	DET
bece-75	59	7	recent	recent	ADJ
bece-75	59	8	exploration	exploration	NOUN
bece-75	59	9	of	of	ADP
bece-75	59	10	student	student	NOUN
bece-75	59	11	family	family	NOUN
bece-75	59	12	factors	factor	NOUN
bece-75	59	13	,	,	PUNCT
bece-75	59	14	teacher	teacher	NOUN
bece-75	59	15	teaching	teach	VERB
bece-75	59	16	factors	factor	NOUN
bece-75	59	17	and	and	CCONJ
bece-75	59	18	teacher	teacher	NOUN
bece-75	59	19	professional	professional	ADJ
bece-75	59	20	development	development	NOUN
bece-75	59	21	factors	factor	NOUN
bece-75	59	22	were	be	AUX
bece-75	59	23	introduced	introduce	VERB
bece-75	59	24	.	.	PUNCT
bece-75	60	1	at	at	ADP
bece-75	60	2	the	the	DET
bece-75	60	3	same	same	ADJ
bece-75	60	4	time	time	NOUN
bece-75	60	5	,	,	PUNCT
bece-75	60	6	the	the	DET
bece-75	60	7	timss2015	timss2015	PROPN
bece-75	60	8	standardized	standardize	VERB
bece-75	60	9	test	test	NOUN
bece-75	60	10	questions	question	NOUN
bece-75	60	11	and	and	CCONJ
bece-75	60	12	questionnaires	questionnaire	NOUN
bece-75	60	13	were	be	AUX
bece-75	60	14	also	also	ADV
bece-75	60	15	adjusted	adjust	VERB
bece-75	60	16	and	and	CCONJ
bece-75	60	17	introduced	introduce	VERB
bece-75	60	18	into	into	ADP
bece-75	60	19	the	the	DET
bece-75	60	20	study	study	NOUN
bece-75	60	21	.	.	PUNCT
bece-75	61	1	therefore	therefore	ADV
bece-75	61	2	,	,	PUNCT
bece-75	61	3	the	the	DET
bece-75	61	4	dependent	dependent	ADJ
bece-75	61	5	variable	variable	NOUN
bece-75	61	6	of	of	ADP
bece-75	61	7	this	this	DET
bece-75	61	8	study	study	NOUN
bece-75	61	9	is	be	AUX
bece-75	61	10	the	the	DET
bece-75	61	11	student	student	NOUN
bece-75	61	12	’s	’s	PART
bece-75	61	13	mathematics	mathematics	PROPN
bece-75	61	14	score	score	NOUN
bece-75	61	15	.	.	PUNCT
bece-75	62	1	the	the	DET
bece-75	62	2	independent	independent	ADJ
bece-75	62	3	variable	variable	NOUN
bece-75	62	4	is	be	AUX
bece-75	62	5	divided	divide	VERB
bece-75	62	6	into	into	ADP
bece-75	62	7	two	two	NUM
bece-75	62	8	layers	layer	NOUN
bece-75	62	9	:	:	PUNCT
bece-75	62	10			ADJ
bece-75	62	11	the	the	DET
bece-75	62	12	first	first	ADJ
bece-75	62	13	level	level	NOUN
bece-75	62	14	is	be	AUX
bece-75	62	15	the	the	DET
bece-75	62	16	student	student	NOUN
bece-75	62	17	variables	variable	NOUN
bece-75	62	18	,	,	PUNCT
bece-75	62	19	which	which	PRON
bece-75	62	20	are	be	AUX
bece-75	62	21	divided	divide	VERB
bece-75	62	22	into	into	ADP
bece-75	62	23	student	student	NOUN
bece-75	62	24	background	background	NOUN
bece-75	62	25	variables	variable	NOUN
bece-75	62	26	and	and	CCONJ
bece-75	62	27	learning	learn	VERB
bece-75	62	28	motivation	motivation	NOUN
bece-75	62	29	variables	variable	NOUN
bece-75	62	30	.	.	PUNCT
bece-75	63	1	among	among	ADP
bece-75	63	2	them	they	PRON
bece-75	63	3	,	,	PUNCT
bece-75	63	4	student	student	NOUN
bece-75	63	5	background	background	NOUN
bece-75	63	6	variables	variable	VERB
bece-75	63	7	:	:	PUNCT
bece-75	63	8	gender	gender	NOUN
bece-75	63	9	,	,	PUNCT
bece-75	63	10	age	age	NOUN
bece-75	63	11	,	,	PUNCT
bece-75	63	12	family	family	NOUN
bece-75	63	13	book	book	NOUN
bece-75	63	14	collection	collection	NOUN
bece-75	63	15	,	,	PUNCT
bece-75	63	16	home	home	NOUN
bece-75	63	17	computer	computer	NOUN
bece-75	63	18	,	,	PUNCT
bece-75	63	19	home	home	NOUN
bece-75	63	20	learning	learning	NOUN
bece-75	63	21	desk	desk	NOUN
bece-75	63	22	,	,	PUNCT
bece-75	63	23	mobile	mobile	ADJ
bece-75	63	24	phone	phone	NOUN
bece-75	63	25	,	,	PUNCT
bece-75	63	26	parental	parental	ADJ
bece-75	63	27	education	education	NOUN
bece-75	63	28	(	(	PUNCT
bece-75	63	29	mother	mother	NOUN
bece-75	63	30	education	education	NOUN
bece-75	63	31	,	,	PUNCT
bece-75	63	32	father	father	NOUN
bece-75	63	33	education	education	PROPN
bece-75	63	34	)	)	PUNCT
bece-75	63	35	;	;	PUNCT
bece-75	63	36	learning	learn	VERB
bece-75	63	37	motivation	motivation	NOUN
bece-75	63	38	variables	variable	NOUN
bece-75	63	39	:	:	PUNCT
bece-75	63	40	mathematics	mathematic	NOUN
bece-75	63	41	learning	learn	VERB
bece-75	63	42	interest	interest	NOUN
bece-75	63	43	,	,	PUNCT
bece-75	63	44	mathematics	mathematic	NOUN
bece-75	63	45	self	self	NOUN
bece-75	63	46	-	-	PUNCT
bece-75	63	47	confidence	confidence	NOUN
bece-75	63	48	.	.	PUNCT
bece-75	64	1	according	accord	VERB
bece-75	64	2	to	to	ADP
bece-75	64	3	the	the	DET
bece-75	64	4	pearson	pearson	PROPN
bece-75	64	5	correlation	correlation	NOUN
bece-75	64	6	analysis	analysis	NOUN
bece-75	64	7	,	,	PUNCT
bece-75	64	8	the	the	DET
bece-75	64	9	mother	mother	NOUN
bece-75	64	10	’s	’s	PART
bece-75	64	11	education	education	NOUN
bece-75	64	12	and	and	CCONJ
bece-75	64	13	father	father	NOUN
bece-75	64	14	’s	’s	PART
bece-75	64	15	education	education	NOUN
bece-75	64	16	are	be	AUX
bece-75	64	17	highly	highly	ADV
bece-75	64	18	correlated	correlate	VERB
bece-75	64	19	,	,	PUNCT
bece-75	64	20	so	so	CCONJ
bece-75	64	21	the	the	DET
bece-75	64	22	principal	principal	ADJ
bece-75	64	23	component	component	NOUN
bece-75	64	24	analysis	analysis	NOUN
bece-75	64	25	is	be	AUX
bece-75	64	26	used	use	VERB
bece-75	64	27	to	to	PART
bece-75	64	28	form	form	VERB
bece-75	64	29	a	a	DET
bece-75	64	30	new	new	ADJ
bece-75	64	31	variable	variable	NOUN
bece-75	64	32	of	of	ADP
bece-75	64	33	parental	parental	ADJ
bece-75	64	34	education	education	NOUN
bece-75	64	35	;	;	PUNCT
bece-75	64	36	other	other	ADJ
bece-75	64	37	variables	variable	NOUN
bece-75	64	38	are	be	AUX
bece-75	64	39	not	not	PART
bece-75	64	40	highly	highly	ADV
bece-75	64	41	correlated	correlate	VERB
bece-75	64	42	.	.	PUNCT
bece-75	65	1	table	table	NOUN
bece-75	65	2	1	1	NUM
bece-75	65	3	shows	show	VERB
bece-75	65	4	the	the	DET
bece-75	65	5	definition	definition	NOUN
bece-75	65	6	and	and	CCONJ
bece-75	65	7	scoring	scoring	NOUN
bece-75	65	8	of	of	ADP
bece-75	65	9	student	student	NOUN
bece-75	65	10	variables	variable	NOUN
bece-75	65	11	.	.	PUNCT
bece-75	66	1			PUNCT
bece-75	66	2	the	the	DET
bece-75	66	3	second	second	ADJ
bece-75	66	4	level	level	NOUN
bece-75	66	5	is	be	AUX
bece-75	66	6	the	the	DET
bece-75	66	7	teacher	teacher	NOUN
bece-75	66	8	variable	variable	NOUN
bece-75	66	9	,	,	PUNCT
bece-75	66	10	which	which	PRON
bece-75	66	11	is	be	AUX
bece-75	66	12	divided	divide	VERB
bece-75	66	13	into	into	ADP
bece-75	66	14	teacher	teacher	NOUN
bece-75	66	15	characteristic	characteristic	ADJ
bece-75	66	16	variables	variable	NOUN
bece-75	66	17	,	,	PUNCT
bece-75	66	18	teacher	teacher	NOUN
bece-75	66	19	teaching	teach	VERB
bece-75	66	20	variables	variable	NOUN
bece-75	66	21	and	and	CCONJ
bece-75	66	22	teacher	teacher	NOUN
bece-75	66	23	professional	professional	ADJ
bece-75	66	24	development	development	NOUN
bece-75	66	25	.	.	PUNCT
bece-75	67	1	among	among	ADP
bece-75	67	2	them	they	PRON
bece-75	67	3	,	,	PUNCT
bece-75	67	4	teacher	teacher	NOUN
bece-75	67	5	characteristic	characteristic	ADJ
bece-75	67	6	variables	variable	NOUN
bece-75	67	7	:	:	PUNCT
bece-75	67	8	teaching	teach	VERB
bece-75	67	9	age	age	NOUN
bece-75	67	10	,	,	PUNCT
bece-75	67	11	gender	gender	NOUN
bece-75	67	12	,	,	PUNCT
bece-75	67	13	education	education	NOUN
bece-75	67	14	,	,	PUNCT
bece-75	67	15	mathematics	mathematics	PROPN
bece-75	67	16	major	major	NOUN
bece-75	67	17	,	,	PUNCT
bece-75	67	18	mathematics	mathematic	NOUN
bece-75	67	19	education	education	NOUN
bece-75	67	20	major	major	NOUN
bece-75	67	21	;	;	PUNCT
bece-75	67	22	teacher	teacher	NOUN
bece-75	67	23	teaching	teaching	NOUN
bece-75	67	24	variables	variable	NOUN
bece-75	67	25	:	:	PUNCT
bece-75	67	26	teaching	teaching	NOUN
bece-75	67	27	expectation	expectation	NOUN
bece-75	67	28	,	,	PUNCT
bece-75	67	29	teaching	teaching	NOUN
bece-75	67	30	cooperation	cooperation	NOUN
bece-75	67	31	,	,	PUNCT
bece-75	67	32	teaching	teaching	NOUN
bece-75	67	33	enthusiasm	enthusiasm	NOUN
bece-75	67	34	,	,	PUNCT
bece-75	67	35	classroom	classroom	NOUN
bece-75	67	36	discussion	discussion	NOUN
bece-75	67	37	,	,	PUNCT
bece-75	67	38	multimedia	multimedia	NOUN
bece-75	67	39	use	use	NOUN
bece-75	67	40	,	,	PUNCT
bece-75	67	41	attention	attention	NOUN
bece-75	67	42	to	to	ADP
bece-75	67	43	homework	homework	NOUN
bece-75	67	44	,	,	PUNCT
bece-75	67	45	emphasis	emphasis	NOUN
bece-75	67	46	on	on	ADP
bece-75	67	47	exams	exam	NOUN
bece-75	67	48	;	;	PUNCT
bece-75	67	49	teacher	teacher	NOUN
bece-75	67	50	profession	profession	NOUN
bece-75	67	51	development	development	NOUN
bece-75	67	52	variables	variable	NOUN
bece-75	67	53	:	:	PUNCT
bece-75	67	54	mathematics	mathematic	NOUN
bece-75	67	55	knowledge	knowledge	NOUN
bece-75	67	56	training	training	NOUN
bece-75	67	57	,	,	PUNCT
bece-75	67	58	mathematics	mathematic	NOUN
bece-75	67	59	education	education	NOUN
bece-75	67	60	training	training	NOUN
bece-75	67	61	,	,	PUNCT
bece-75	67	62	mathematics	mathematics	NOUN
bece-75	67	63	curriculum	curriculum	NOUN
bece-75	67	64	training	training	NOUN
bece-75	67	65	.	.	PUNCT
bece-75	68	1	after	after	ADP
bece-75	68	2	pearson	pearson	PROPN
bece-75	68	3	correlation	correlation	NOUN
bece-75	68	4	analysis	analysis	NOUN
bece-75	68	5	,	,	PUNCT
bece-75	68	6	the	the	DET
bece-75	68	7	teacher	teacher	NOUN
bece-75	68	8	variables	variable	NOUN
bece-75	68	9	did	do	AUX
bece-75	68	10	not	not	PART
bece-75	68	11	reach	reach	VERB
bece-75	68	12	a	a	DET
bece-75	68	13	high	high	ADJ
bece-75	68	14	level	level	NOUN
bece-75	68	15	of	of	ADP
bece-75	68	16	correlation	correlation	NOUN
bece-75	68	17	.	.	PUNCT
bece-75	69	1	table	table	NOUN
bece-75	69	2	2	2	NUM
bece-75	69	3	shows	show	VERB
bece-75	69	4	the	the	DET
bece-75	69	5	definition	definition	NOUN
bece-75	69	6	and	and	CCONJ
bece-75	69	7	scoring	scoring	NOUN
bece-75	69	8	method	method	NOUN
bece-75	69	9	of	of	ADP
bece-75	69	10	teacher	teacher	NOUN
bece-75	69	11	variables	variable	NOUN
bece-75	69	12	.	.	PUNCT
bece-75	70	1	data	datum	NOUN
bece-75	70	2	analysis	analysis	NOUN
bece-75	70	3	based	base	VERB
bece-75	70	4	on	on	ADP
bece-75	70	5	the	the	DET
bece-75	70	6	data	datum	NOUN
bece-75	70	7	of	of	ADP
bece-75	70	8	timss2015	timss2015	PROPN
bece-75	70	9	,	,	PUNCT
bece-75	70	10	this	this	DET
bece-75	70	11	paper	paper	NOUN
bece-75	70	12	uses	uses	AUX
bece-75	70	13	spss22.0	spss22.0	PROPN
bece-75	70	14	to	to	PART
bece-75	70	15	organize	organize	VERB
bece-75	70	16	data	datum	NOUN
bece-75	70	17	and	and	CCONJ
bece-75	70	18	use	use	VERB
bece-75	70	19	hlm6.08	hlm6.08	NOUN
bece-75	70	20	for	for	ADP
bece-75	70	21	hierarchical	hierarchical	ADJ
bece-75	70	22	linear	linear	NOUN
bece-75	70	23	analysis	analysis	NOUN
bece-75	70	24	.	.	PUNCT
bece-75	71	1	taking	take	VERB
bece-75	71	2	the	the	DET
bece-75	71	3	student	student	NOUN
bece-75	71	4	’s	’s	PART
bece-75	71	5	mathematics	mathematic	NOUN
bece-75	71	6	score	score	NOUN
bece-75	71	7	as	as	ADP
bece-75	71	8	the	the	DET
bece-75	71	9	dependent	dependent	ADJ
bece-75	71	10	variable	variable	NOUN
bece-75	71	11	,	,	PUNCT
bece-75	71	12	without	without	ADP
bece-75	71	13	adding	add	VERB
bece-75	71	14	the	the	DET
bece-75	71	15	independent	independent	ADJ
bece-75	71	16	variable	variable	NOUN
bece-75	71	17	,	,	PUNCT
bece-75	71	18	a	a	DET
bece-75	71	19	zero	zero	NUM
bece-75	71	20	model	model	NOUN
bece-75	71	21	is	be	AUX
bece-75	71	22	established	establish	VERB
bece-75	71	23	to	to	PART
bece-75	71	24	test	test	VERB
bece-75	71	25	whether	whether	SCONJ
bece-75	71	26	the	the	DET
bece-75	71	27	sample	sample	NOUN
bece-75	71	28	data	datum	NOUN
bece-75	71	29	is	be	AUX
bece-75	71	30	suitable	suitable	ADJ
bece-75	71	31	for	for	ADP
bece-75	71	32	hierarchical	hierarchical	ADJ
bece-75	71	33	linear	linear	ADJ
bece-75	71	34	analysis	analysis	NOUN
bece-75	71	35	.	.	PUNCT
bece-75	72	1	on	on	ADP
bece-75	72	2	this	this	DET
bece-75	72	3	basis	basis	NOUN
bece-75	72	4	,	,	PUNCT
bece-75	72	5	students	student	NOUN
bece-75	72	6	and	and	CCONJ
bece-75	72	7	teacher	teacher	NOUN
bece-75	72	8	variables	variable	NOUN
bece-75	72	9	are	be	AUX
bece-75	72	10	added	add	VERB
bece-75	72	11	to	to	ADP
bece-75	72	12	the	the	DET
bece-75	72	13	previous	previous	ADJ
bece-75	72	14	model	model	NOUN
bece-75	72	15	one	one	NUM
bece-75	72	16	by	by	ADP
bece-75	72	17	one	one	NUM
bece-75	72	18	to	to	PART
bece-75	72	19	es	es	VERB
bece-75	72	20	bai	bai	PROPN
bece-75	72	21	,	,	PUNCT
bece-75	72	22	et	et	PROPN
bece-75	72	23	al	al	PROPN
bece-75	72	24	.	.	PROPN
bece-75	72	25	teacher	teacher	NOUN
bece-75	72	26	variables	variable	NOUN
bece-75	72	27	and	and	CCONJ
bece-75	72	28	students	student	NOUN
bece-75	72	29	’	'	PUNCT
bece-75	72	30	mathematical	mathematical	ADJ
bece-75	72	31	achievements	achievement	NOUN
bece-75	72	32	.	.	PUNCT
bece-75	73	1	vol.3	vol.3	PROPN
bece-75	73	2	,	,	PUNCT
bece-75	73	3	no	no	INTJ
bece-75	73	4	.	.	NOUN
bece-75	73	5	2	2	NUM
bece-75	73	6	,	,	PUNCT
bece-75	73	7	2019	2019	NUM
bece-75	73	8	351	351	NUM
bece-75	73	9	table	table	NOUN
bece-75	73	10	1	1	NUM
bece-75	73	11	.	.	PUNCT
bece-75	73	12	definition	definition	NOUN
bece-75	73	13	and	and	CCONJ
bece-75	73	14	scoring	scoring	NOUN
bece-75	73	15	of	of	ADP
bece-75	73	16	student	student	NOUN
bece-75	73	17	variables	variable	NOUN
bece-75	73	18	.	.	PUNCT
bece-75	74	1	variable	variable	ADJ
bece-75	74	2	variable	variable	ADJ
bece-75	74	3	description	description	NOUN
bece-75	74	4	scoring	scoring	NOUN
bece-75	74	5	method	method	NOUN
bece-75	74	6	student	student	NOUN
bece-75	74	7	variable	variable	ADJ
bece-75	74	8	age	age	NOUN
bece-75	74	9	calculated	calculate	VERB
bece-75	74	10	from	from	ADP
bece-75	74	11	the	the	DET
bece-75	74	12	year	year	NOUN
bece-75	74	13	of	of	ADP
bece-75	74	14	birth	birth	NOUN
bece-75	74	15	and	and	CCONJ
bece-75	74	16	month	month	NOUN
bece-75	74	17	continuous	continuous	ADJ
bece-75	74	18	type	type	NOUN
bece-75	74	19	gender	gender	NOUN
bece-75	74	20	student	student	NOUN
bece-75	74	21	gender	gender	NOUN
bece-75	74	22	discrete	discrete	NOUN
bece-75	74	23	2point	2point	NUM
bece-75	74	24	scoring	scoring	NOUN
bece-75	74	25	,	,	PUNCT
bece-75	74	26	1	1	NUM
bece-75	74	27	for	for	ADP
bece-75	74	28	women	woman	NOUN
bece-75	74	29	,	,	PUNCT
bece-75	74	30	2	2	NUM
bece-75	74	31	for	for	ADP
bece-75	74	32	men	man	NOUN
bece-75	74	33	family	family	NOUN
bece-75	74	34	collection	collection	NOUN
bece-75	74	35	family	family	NOUN
bece-75	74	36	book	book	NOUN
bece-75	74	37	collection	collection	NOUN
bece-75	74	38	discrete	discrete	VERB
bece-75	74	39	5point	5point	NUM
bece-75	74	40	scoring	scoring	NOUN
bece-75	74	41	,	,	PUNCT
bece-75	74	42	the	the	PRON
bece-75	74	43	higher	high	ADJ
bece-75	74	44	the	the	DET
bece-75	74	45	score	score	NOUN
bece-75	74	46	,	,	PUNCT
bece-75	74	47	the	the	DET
bece-75	74	48	more	more	ADJ
bece-75	74	49	books	book	NOUN
bece-75	74	50	home	home	NOUN
bece-75	74	51	computer	computer	NOUN
bece-75	74	52	is	be	AUX
bece-75	74	53	there	there	PRON
bece-75	74	54	a	a	DET
bece-75	74	55	computer	computer	NOUN
bece-75	74	56	in	in	ADP
bece-75	74	57	the	the	DET
bece-75	74	58	house	house	NOUN
bece-75	74	59	?	?	PUNCT
bece-75	75	1	discrete	discrete	ADJ
bece-75	75	2	2point	2point	NUM
bece-75	75	3	scoring	scoring	NOUN
bece-75	75	4	,	,	PUNCT
bece-75	75	5	1	1	NUM
bece-75	75	6	is	be	AUX
bece-75	75	7	yes	yes	ADJ
bece-75	75	8	,	,	PUNCT
bece-75	75	9	2	2	NUM
bece-75	75	10	is	be	AUX
bece-75	75	11	no	no	DET
bece-75	75	12	home	home	NOUN
bece-75	75	13	desk	desk	NOUN
bece-75	75	14	does	do	AUX
bece-75	75	15	the	the	DET
bece-75	75	16	student	student	NOUN
bece-75	75	17	have	have	VERB
bece-75	75	18	a	a	DET
bece-75	75	19	desk	desk	NOUN
bece-75	75	20	?	?	PUNCT
bece-75	76	1	discrete	discrete	ADJ
bece-75	76	2	2point	2point	NUM
bece-75	76	3	scoring	scoring	NOUN
bece-75	76	4	,	,	PUNCT
bece-75	76	5	1	1	NUM
bece-75	76	6	is	be	AUX
bece-75	76	7	yes	yes	ADJ
bece-75	76	8	,	,	PUNCT
bece-75	76	9	2	2	NUM
bece-75	76	10	is	be	AUX
bece-75	76	11	no	no	DET
bece-75	76	12	mobile	mobile	ADJ
bece-75	76	13	phone	phone	NOUN
bece-75	76	14	does	do	AUX
bece-75	76	15	the	the	DET
bece-75	76	16	student	student	NOUN
bece-75	76	17	have	have	VERB
bece-75	76	18	a	a	DET
bece-75	76	19	mobile	mobile	ADJ
bece-75	76	20	phone	phone	NOUN
bece-75	76	21	?	?	PUNCT
bece-75	77	1	discrete	discrete	VERB
bece-75	77	2	2point	2point	NUM
bece-75	77	3	scoring	scoring	NOUN
bece-75	77	4	,	,	PUNCT
bece-75	77	5	1	1	NUM
bece-75	77	6	is	be	AUX
bece-75	77	7	yes	yes	ADJ
bece-75	77	8	,	,	PUNCT
bece-75	77	9	2	2	NUM
bece-75	77	10	is	be	AUX
bece-75	77	11	no	no	DET
bece-75	77	12	parental	parental	ADJ
bece-75	77	13	education	education	NOUN
bece-75	77	14	(	(	PUNCT
bece-75	77	15	new	new	ADJ
bece-75	77	16	variables	variable	NOUN
bece-75	77	17	formed	form	VERB
bece-75	77	18	by	by	ADP
bece-75	77	19	mother	mother	NOUN
bece-75	77	20	's	's	PART
bece-75	77	21	education	education	NOUN
bece-75	77	22	and	and	CCONJ
bece-75	77	23	father	father	NOUN
bece-75	77	24	's	's	PART
bece-75	77	25	education	education	NOUN
bece-75	77	26	)	)	PUNCT
bece-75	77	27	math	math	NOUN
bece-75	77	28	interest	interest	NOUN
bece-75	77	29	do	do	AUX
bece-75	77	30	students	student	NOUN
bece-75	77	31	like	like	VERB
bece-75	77	32	to	to	PART
bece-75	77	33	learn	learn	VERB
bece-75	77	34	mathematics	mathematic	NOUN
bece-75	77	35	?	?	PUNCT
bece-75	78	1	discrete	discrete	VERB
bece-75	78	2	4point	4point	NUM
bece-75	78	3	scoring	scoring	NOUN
bece-75	78	4	,	,	PUNCT
bece-75	78	5	the	the	PRON
bece-75	78	6	higher	high	ADJ
bece-75	78	7	the	the	DET
bece-75	78	8	score	score	NOUN
bece-75	78	9	,	,	PUNCT
bece-75	78	10	the	the	PRON
bece-75	78	11	lower	low	ADJ
bece-75	78	12	the	the	DET
bece-75	78	13	mathematical	mathematical	ADJ
bece-75	78	14	interest	interest	NOUN
bece-75	78	15	mathematics	mathematic	NOUN
bece-75	78	16	selfconfidence	selfconfidence	NOUN
bece-75	78	17	learning	learn	VERB
bece-75	78	18	mathematics	mathematic	NOUN
bece-75	78	19	confidence	confidence	NOUN
bece-75	78	20	discrete	discrete	ADJ
bece-75	78	21	4point	4point	NUM
bece-75	78	22	scoring	scoring	NOUN
bece-75	78	23	,	,	PUNCT
bece-75	78	24	the	the	PRON
bece-75	78	25	higher	high	ADJ
bece-75	78	26	the	the	DET
bece-75	78	27	score	score	NOUN
bece-75	78	28	,	,	PUNCT
bece-75	78	29	the	the	PRON
bece-75	78	30	lower	low	ADJ
bece-75	78	31	the	the	DET
bece-75	78	32	confidence	confidence	NOUN
bece-75	78	33	tablish	tablish	VERB
bece-75	78	34	five	five	NUM
bece-75	78	35	models	model	NOUN
bece-75	78	36	.	.	PUNCT
bece-75	79	1	for	for	ADP
bece-75	79	2	example	example	NOUN
bece-75	79	3	,	,	PUNCT
bece-75	79	4	model	model	NOUN
bece-75	79	5	2	2	NUM
bece-75	79	6	is	be	AUX
bece-75	79	7	based	base	VERB
bece-75	79	8	on	on	ADP
bece-75	79	9	model	model	NOUN
bece-75	79	10	1	1	NUM
bece-75	79	11	to	to	PART
bece-75	79	12	add	add	VERB
bece-75	79	13	student	student	NOUN
bece-75	79	14	learning	learning	NOUN
bece-75	79	15	motivation	motivation	NOUN
bece-75	79	16	variables	variable	NOUN
bece-75	79	17	,	,	PUNCT
bece-75	79	18	and	and	CCONJ
bece-75	79	19	finally	finally	ADV
bece-75	79	20	form	form	VERB
bece-75	79	21	a	a	DET
bece-75	79	22	complete	complete	ADJ
bece-75	79	23	hierarchical	hierarchical	ADJ
bece-75	79	24	linear	linear	NOUN
bece-75	79	25	model	model	NOUN
bece-75	79	26	.	.	PUNCT
bece-75	80	1	on	on	ADP
bece-75	80	2	the	the	DET
bece-75	80	3	basis	basis	NOUN
bece-75	80	4	of	of	ADP
bece-75	80	5	controlling	control	VERB
bece-75	80	6	student	student	NOUN
bece-75	80	7	variables	variable	NOUN
bece-75	80	8	,	,	PUNCT
bece-75	80	9	the	the	DET
bece-75	80	10	influence	influence	NOUN
bece-75	80	11	of	of	ADP
bece-75	80	12	teacher	teacher	NOUN
bece-75	80	13	variables	variable	NOUN
bece-75	80	14	on	on	ADP
bece-75	80	15	students	student	NOUN
bece-75	80	16	’	'	PUNCT
bece-75	80	17	mathematics	mathematic	NOUN
bece-75	80	18	scores	score	NOUN
bece-75	80	19	is	be	AUX
bece-75	80	20	investigated	investigate	VERB
bece-75	80	21	.	.	PUNCT
bece-75	81	1	the	the	DET
bece-75	81	2	specific	specific	ADJ
bece-75	81	3	model	model	NOUN
bece-75	81	4	is	be	AUX
bece-75	81	5	expressed	express	VERB
bece-75	81	6	as	as	SCONJ
bece-75	81	7	follows	follow	VERB
bece-75	81	8	:	:	PUNCT
bece-75	81	9	first	first	ADJ
bece-75	81	10	level	level	NOUN
bece-75	81	11	:	:	PUNCT
bece-75	81	12	student	student	NOUN
bece-75	81	13	level	level	NOUN
bece-75	81	14	dependent	dependent	ADJ
bece-75	81	15	variable	variable	NOUN
bece-75	81	16	:	:	PUNCT
bece-75	81	17	second	second	ADJ
bece-75	81	18	level	level	NOUN
bece-75	81	19	:	:	PUNCT
bece-75	81	20	teacher	teacher	NOUN
bece-75	81	21	level	level	NOUN
bece-75	81	22	subscripts	subscript	VERB
bece-75	81	23	"	"	PUNCT
bece-75	81	24	j	j	NOUN
bece-75	81	25	"	"	PUNCT
bece-75	81	26	and	and	CCONJ
bece-75	81	27	"	"	PUNCT
bece-75	81	28	i	i	PRON
bece-75	81	29	"	"	PUNCT
bece-75	81	30	in	in	ADP
bece-75	81	31	the	the	DET
bece-75	81	32	expression	expression	NOUN
bece-75	81	33	of	of	ADP
bece-75	81	34	the	the	DET
bece-75	81	35	hierarchical	hierarchical	ADJ
bece-75	81	36	linear	linear	NOUN
bece-75	81	37	model	model	NOUN
bece-75	81	38	represent	represent	VERB
bece-75	81	39	the	the	DET
bece-75	81	40	teacher	teacher	NOUN
bece-75	81	41	’s	’s	PART
bece-75	81	42	number	number	NOUN
bece-75	81	43	and	and	CCONJ
bece-75	81	44	the	the	DET
bece-75	81	45	student	student	NOUN
bece-75	81	46	’s	’s	PART
bece-75	81	47	individual	individual	ADJ
bece-75	81	48	number	number	NOUN
bece-75	81	49	,	,	PUNCT
bece-75	81	50	respectively	respectively	ADV
bece-75	81	51	,	,	PUNCT
bece-75	81	52	and	and	CCONJ
bece-75	81	53	"	"	PUNCT
bece-75	81	54	ij	ij	NOUN
bece-75	81	55	"	"	PUNCT
bece-75	81	56	is	be	AUX
bece-75	81	57	the	the	DET
bece-75	81	58	i	i	PROPN
bece-75	81	59	th	th	NOUN
bece-75	81	60	student	student	NOUN
bece-75	81	61	in	in	ADP
bece-75	81	62	the	the	DET
bece-75	81	63	j	j	PROPN
bece-75	81	64	th	th	X
bece-75	81	65	class	class	NOUN
bece-75	81	66	.	.	PUNCT
bece-75	82	1	β0j	β0j	PUNCT
bece-75	82	2	represents	represent	VERB
bece-75	82	3	the	the	DET
bece-75	82	4	mathematical	mathematical	ADJ
bece-75	82	5	average	average	NOUN
bece-75	82	6	of	of	ADP
bece-75	82	7	the	the	DET
bece-75	82	8	students	student	NOUN
bece-75	82	9	taught	teach	VERB
bece-75	82	10	by	by	ADP
bece-75	82	11	the	the	DET
bece-75	82	12	j	j	PROPN
bece-75	82	13	th	th	NUM
bece-75	82	14	teacher	teacher	NOUN
bece-75	82	15	.	.	PUNCT
bece-75	83	1	if	if	SCONJ
bece-75	83	2	the	the	DET
bece-75	83	3	difference	difference	NOUN
bece-75	83	4	between	between	ADP
bece-75	83	5	teachers	teacher	NOUN
bece-75	83	6	reaches	reach	VERB
bece-75	83	7	a	a	DET
bece-75	83	8	significant	significant	ADJ
bece-75	83	9	level	level	NOUN
bece-75	83	10	,	,	PUNCT
bece-75	83	11	it	it	PRON
bece-75	83	12	is	be	AUX
bece-75	83	13	necessary	necessary	ADJ
bece-75	83	14	to	to	PART
bece-75	83	15	further	far	ADV
bece-75	83	16	analyze	analyze	VERB
bece-75	83	17	which	which	DET
bece-75	83	18	factors	factor	NOUN
bece-75	83	19	of	of	ADP
bece-75	83	20	the	the	DET
bece-75	83	21	teacher	teacher	NOUN
bece-75	83	22	make	make	VERB
bece-75	83	23	the	the	DET
bece-75	83	24	students	student	NOUN
bece-75	83	25	’	’	PART
bece-75	83	26	mathematics	mathematic	NOUN
bece-75	83	27	scores	score	NOUN
bece-75	83	28	show	show	VERB
bece-75	83	29	significant	significant	ADJ
bece-75	83	30	differences	difference	NOUN
bece-75	83	31	.	.	PUNCT
bece-75	84	1	the	the	DET
bece-75	84	2	establishment	establishment	NOUN
bece-75	84	3	of	of	ADP
bece-75	84	4	a	a	DET
bece-75	84	5	hierarchical	hierarchical	ADJ
bece-75	84	6	linear	linear	NOUN
bece-75	84	7	model	model	NOUN
bece-75	84	8	is	be	AUX
bece-75	84	9	presented	present	VERB
bece-75	84	10	in	in	ADP
bece-75	84	11	table	table	NOUN
bece-75	84	12	3	3	NUM
bece-75	84	13	.	.	PUNCT
bece-75	84	14	bai	bai	PROPN
bece-75	84	15	,	,	PUNCT
bece-75	84	16	et	et	PROPN
bece-75	84	17	al	al	PROPN
bece-75	84	18	.	.	PROPN
bece-75	85	1	teacher	teacher	NOUN
bece-75	85	2	variables	variable	NOUN
bece-75	85	3	and	and	CCONJ
bece-75	85	4	students	student	NOUN
bece-75	85	5	’	'	PUNCT
bece-75	85	6	mathematical	mathematical	ADJ
bece-75	85	7	achievements	achievement	NOUN
bece-75	85	8	.	.	PUNCT
bece-75	86	1	vol.3	vol.3	PROPN
bece-75	86	2	,	,	PUNCT
bece-75	86	3	no	no	INTJ
bece-75	86	4	.	.	NOUN
bece-75	86	5	2	2	NUM
bece-75	86	6	,	,	PUNCT
bece-75	86	7	2019	2019	NUM
bece-75	86	8	352	352	NUM
bece-75	86	9	table	table	NOUN
bece-75	86	10	2	2	NUM
bece-75	86	11	.	.	PUNCT
bece-75	86	12	teacher	teacher	NOUN
bece-75	86	13	variables	variable	NOUN
bece-75	86	14	of	of	ADP
bece-75	86	15	the	the	DET
bece-75	86	16	definition	definition	NOUN
bece-75	86	17	and	and	CCONJ
bece-75	86	18	scoring	scoring	NOUN
bece-75	86	19	.	.	PUNCT
bece-75	87	1	variable	variable	ADJ
bece-75	87	2	variable	variable	ADJ
bece-75	87	3	description	description	NOUN
bece-75	87	4	scoring	scoring	NOUN
bece-75	87	5	method	method	NOUN
bece-75	87	6	teacher	teacher	NOUN
bece-75	87	7	variable	variable	ADJ
bece-75	87	8	teacher	teacher	NOUN
bece-75	87	9	characteristic	characteristic	ADJ
bece-75	87	10	variable	variable	NOUN
bece-75	87	11	teaching	teaching	NOUN
bece-75	87	12	age	age	NOUN
bece-75	87	13	years	year	NOUN
bece-75	87	14	of	of	ADP
bece-75	87	15	teaching	teach	VERB
bece-75	87	16	continuous	continuous	ADJ
bece-75	87	17	type	type	NOUN
bece-75	87	18	gender	gender	NOUN
bece-75	87	19	consistent	consistent	ADJ
bece-75	87	20	with	with	ADP
bece-75	87	21	student	student	NOUN
bece-75	87	22	gender	gender	NOUN
bece-75	87	23	education	education	NOUN
bece-75	87	24	discrete	discrete	VERB
bece-75	87	25	7point	7point	NUM
bece-75	87	26	scoring	scoring	NOUN
bece-75	87	27	,	,	PUNCT
bece-75	87	28	the	the	PRON
bece-75	87	29	higher	high	ADJ
bece-75	87	30	the	the	DET
bece-75	87	31	score	score	NOUN
bece-75	87	32	,	,	PUNCT
bece-75	87	33	the	the	PRON
bece-75	87	34	higher	high	ADJ
bece-75	87	35	the	the	DET
bece-75	87	36	education	education	NOUN
bece-75	87	37	mathematic	mathematic	ADJ
bece-75	87	38	major	major	ADJ
bece-75	87	39	whether	whether	SCONJ
bece-75	87	40	the	the	DET
bece-75	87	41	field	field	NOUN
bece-75	87	42	of	of	ADP
bece-75	87	43	study	study	NOUN
bece-75	87	44	is	be	AUX
bece-75	87	45	mathematics	mathematic	NOUN
bece-75	87	46	discrete	discrete	ADJ
bece-75	87	47	2point	2point	NUM
bece-75	87	48	scoring	scoring	NOUN
bece-75	87	49	,	,	PUNCT
bece-75	87	50	1	1	NUM
bece-75	87	51	is	be	AUX
bece-75	87	52	yes	yes	ADJ
bece-75	87	53	,	,	PUNCT
bece-75	87	54	2	2	NUM
bece-75	87	55	is	be	AUX
bece-75	87	56	not	not	PART
bece-75	87	57	mathematics	mathematics	NOUN
bece-75	87	58	education	education	NOUN
bece-75	87	59	is	be	AUX
bece-75	87	60	the	the	DET
bece-75	87	61	field	field	NOUN
bece-75	87	62	of	of	ADP
bece-75	87	63	study	study	NOUN
bece-75	87	64	a	a	DET
bece-75	87	65	mathematics	mathematic	NOUN
bece-75	87	66	education	education	NOUN
bece-75	87	67	?	?	PUNCT
bece-75	88	1	discrete	discrete	ADJ
bece-75	88	2	2point	2point	NUM
bece-75	88	3	scoring	scoring	NOUN
bece-75	88	4	,	,	PUNCT
bece-75	88	5	1	1	NUM
bece-75	88	6	is	be	AUX
bece-75	88	7	yes	yes	ADJ
bece-75	88	8	,	,	PUNCT
bece-75	88	9	2	2	NUM
bece-75	88	10	is	be	AUX
bece-75	88	11	not	not	PART
bece-75	88	12	teacher	teacher	NOUN
bece-75	88	13	teaching	teach	VERB
bece-75	88	14	variable	variable	ADJ
bece-75	88	15	teaching	teaching	NOUN
bece-75	88	16	expectation	expectation	NOUN
bece-75	88	17	teachers	teacher	NOUN
bece-75	88	18	'	'	PART
bece-75	88	19	expectations	expectation	NOUN
bece-75	88	20	for	for	ADP
bece-75	88	21	classroom	classroom	NOUN
bece-75	88	22	teaching	teach	VERB
bece-75	88	23	discrete	discrete	ADJ
bece-75	88	24	5point	5point	NUM
bece-75	88	25	scoring	scoring	NOUN
bece-75	88	26	,	,	PUNCT
bece-75	88	27	the	the	PRON
bece-75	88	28	higher	high	ADJ
bece-75	88	29	the	the	DET
bece-75	88	30	score	score	NOUN
bece-75	88	31	,	,	PUNCT
bece-75	88	32	the	the	PRON
bece-75	88	33	lower	low	ADJ
bece-75	88	34	the	the	DET
bece-75	88	35	expectation	expectation	NOUN
bece-75	88	36	teaching	teach	VERB
bece-75	88	37	cooperation	cooperation	NOUN
bece-75	88	38	degree	degree	NOUN
bece-75	88	39	of	of	ADP
bece-75	88	40	cooperation	cooperation	NOUN
bece-75	88	41	between	between	ADP
bece-75	88	42	teachers	teacher	NOUN
bece-75	88	43	discrete	discrete	VERB
bece-75	88	44	4point	4point	NUM
bece-75	88	45	scoring	scoring	NOUN
bece-75	88	46	,	,	PUNCT
bece-75	88	47	the	the	PRON
bece-75	88	48	higher	high	ADJ
bece-75	88	49	the	the	DET
bece-75	88	50	score	score	NOUN
bece-75	88	51	,	,	PUNCT
bece-75	88	52	the	the	PRON
bece-75	88	53	lower	low	ADJ
bece-75	88	54	the	the	DET
bece-75	88	55	cooperation	cooperation	NOUN
bece-75	88	56	frequency	frequency	NOUN
bece-75	88	57	teaching	teaching	NOUN
bece-75	88	58	passion	passion	NOUN
bece-75	88	59	degree	degree	NOUN
bece-75	88	60	of	of	ADP
bece-75	88	61	love	love	NOUN
bece-75	88	62	for	for	ADP
bece-75	88	63	teaching	teach	VERB
bece-75	88	64	discrete	discrete	ADJ
bece-75	88	65	4point	4point	NUM
bece-75	88	66	scoring	scoring	NOUN
bece-75	88	67	,	,	PUNCT
bece-75	88	68	the	the	PRON
bece-75	88	69	higher	high	ADJ
bece-75	88	70	the	the	DET
bece-75	88	71	score	score	NOUN
bece-75	88	72	,	,	PUNCT
bece-75	88	73	the	the	PRON
bece-75	88	74	lower	low	ADJ
bece-75	88	75	the	the	DET
bece-75	88	76	level	level	NOUN
bece-75	88	77	of	of	ADP
bece-75	88	78	enthusiasm	enthusiasm	NOUN
bece-75	88	79	class	class	NOUN
bece-75	88	80	discussion	discussion	NOUN
bece-75	88	81	frequency	frequency	NOUN
bece-75	88	82	of	of	ADP
bece-75	88	83	discussion	discussion	NOUN
bece-75	88	84	among	among	ADP
bece-75	88	85	students	student	NOUN
bece-75	88	86	in	in	ADP
bece-75	88	87	the	the	DET
bece-75	88	88	classroom	classroom	NOUN
bece-75	88	89	discrete	discrete	VERB
bece-75	88	90	4point	4point	NUM
bece-75	88	91	scoring	scoring	NOUN
bece-75	88	92	,	,	PUNCT
bece-75	88	93	the	the	PRON
bece-75	88	94	higher	high	ADJ
bece-75	88	95	the	the	DET
bece-75	88	96	score	score	NOUN
bece-75	88	97	,	,	PUNCT
bece-75	88	98	the	the	PRON
bece-75	88	99	lower	low	ADJ
bece-75	88	100	the	the	DET
bece-75	88	101	discussion	discussion	NOUN
bece-75	88	102	frequency	frequency	NOUN
bece-75	88	103	multimedia	multimedia	NOUN
bece-75	88	104	use	use	VERB
bece-75	88	105	whether	whether	SCONJ
bece-75	88	106	to	to	PART
bece-75	88	107	use	use	VERB
bece-75	88	108	multimedia	multimedia	NOUN
bece-75	88	109	in	in	ADP
bece-75	88	110	classroom	classroom	NOUN
bece-75	88	111	teaching	teach	VERB
bece-75	88	112	discrete	discrete	ADJ
bece-75	88	113	2point	2point	NUM
bece-75	88	114	scoring	scoring	NOUN
bece-75	88	115	,	,	PUNCT
bece-75	88	116	1	1	NUM
bece-75	88	117	is	be	AUX
bece-75	88	118	yes	yes	ADJ
bece-75	88	119	,	,	PUNCT
bece-75	88	120	2	2	NUM
bece-75	88	121	is	be	AUX
bece-75	88	122	not	not	PART
bece-75	88	123	pay	pay	VERB
bece-75	88	124	attention	attention	NOUN
bece-75	88	125	to	to	ADP
bece-75	88	126	homework	homework	NOUN
bece-75	88	127	frequency	frequency	NOUN
bece-75	88	128	of	of	ADP
bece-75	88	129	arranging	arrange	VERB
bece-75	88	130	math	math	NOUN
bece-75	88	131	assignments	assignment	NOUN
bece-75	88	132	discrete	discrete	VERB
bece-75	88	133	5point	5point	NUM
bece-75	88	134	scoring	scoring	NOUN
bece-75	88	135	,	,	PUNCT
bece-75	88	136	the	the	PRON
bece-75	88	137	higher	high	ADJ
bece-75	88	138	the	the	DET
bece-75	88	139	score	score	NOUN
bece-75	88	140	,	,	PUNCT
bece-75	88	141	the	the	DET
bece-75	88	142	more	more	ADV
bece-75	88	143	important	important	ADJ
bece-75	88	144	pay	pay	VERB
bece-75	88	145	attention	attention	NOUN
bece-75	88	146	to	to	ADP
bece-75	88	147	the	the	DET
bece-75	88	148	exam	exam	NOUN
bece-75	88	149	emphasis	emphasis	NOUN
bece-75	88	150	on	on	ADP
bece-75	88	151	classroom	classroom	NOUN
bece-75	88	152	tests	test	NOUN
bece-75	88	153	discrete	discrete	VERB
bece-75	88	154	3point	3point	NUM
bece-75	88	155	scoring	scoring	NOUN
bece-75	88	156	,	,	PUNCT
bece-75	88	157	the	the	PRON
bece-75	88	158	higher	high	ADJ
bece-75	88	159	the	the	DET
bece-75	88	160	score	score	NOUN
bece-75	88	161	,	,	PUNCT
bece-75	88	162	and	and	CCONJ
bece-75	88	163	the	the	DET
bece-75	88	164	less	less	ADV
bece-75	88	165	important	important	ADJ
bece-75	88	166	it	it	PRON
bece-75	88	167	is	be	AUX
bece-75	88	168	.	.	PUNCT
bece-75	89	1	teacher	teacher	NOUN
bece-75	89	2	professional	professional	PROPN
bece-75	89	3	development	development	PROPN
bece-75	89	4	variable	variable	PROPN
bece-75	89	5	mathematical	mathematical	ADJ
bece-75	89	6	knowledge	knowledge	NOUN
bece-75	89	7	training	train	VERB
bece-75	89	8	whether	whether	SCONJ
bece-75	89	9	to	to	PART
bece-75	89	10	participate	participate	VERB
bece-75	89	11	in	in	ADP
bece-75	89	12	mathematics	mathematics	NOUN
bece-75	89	13	knowledge	knowledge	NOUN
bece-75	89	14	training	training	NOUN
bece-75	89	15	discrete	discrete	NOUN
bece-75	89	16	2point	2point	NUM
bece-75	89	17	scoring	scoring	NOUN
bece-75	89	18	,	,	PUNCT
bece-75	89	19	1	1	NUM
bece-75	89	20	for	for	ADP
bece-75	89	21	participation	participation	NOUN
bece-75	89	22	,	,	PUNCT
bece-75	89	23	2	2	NUM
bece-75	89	24	for	for	ADP
bece-75	89	25	not	not	PART
bece-75	89	26	participating	participate	VERB
bece-75	89	27	mathematics	mathematic	NOUN
bece-75	89	28	education	education	NOUN
bece-75	89	29	training	training	NOUN
bece-75	89	30	whether	whether	SCONJ
bece-75	89	31	to	to	PART
bece-75	89	32	participate	participate	VERB
bece-75	89	33	in	in	ADP
bece-75	89	34	mathematics	mathematics	NOUN
bece-75	89	35	education	education	NOUN
bece-75	89	36	training	training	NOUN
bece-75	89	37	discrete	discrete	NOUN
bece-75	89	38	2point	2point	NUM
bece-75	89	39	scoring	scoring	NOUN
bece-75	89	40	,	,	PUNCT
bece-75	89	41	1	1	NUM
bece-75	89	42	for	for	ADP
bece-75	89	43	participation	participation	NOUN
bece-75	89	44	,	,	PUNCT
bece-75	89	45	2	2	NUM
bece-75	89	46	for	for	ADP
bece-75	89	47	not	not	PART
bece-75	89	48	participating	participate	VERB
bece-75	89	49	mathematics	mathematic	NOUN
bece-75	89	50	course	course	NOUN
bece-75	89	51	training	training	NOUN
bece-75	89	52	whether	whether	SCONJ
bece-75	89	53	to	to	PART
bece-75	89	54	participate	participate	VERB
bece-75	89	55	in	in	ADP
bece-75	89	56	mathematics	mathematics	NOUN
bece-75	89	57	training	training	NOUN
bece-75	89	58	discrete	discrete	NOUN
bece-75	89	59	2point	2point	NUM
bece-75	89	60	scoring	scoring	NOUN
bece-75	89	61	,	,	PUNCT
bece-75	89	62	1	1	NUM
bece-75	89	63	for	for	ADP
bece-75	89	64	participation	participation	NOUN
bece-75	89	65	,	,	PUNCT
bece-75	89	66	2	2	NUM
bece-75	89	67	for	for	ADP
bece-75	89	68	not	not	PART
bece-75	89	69	participating	participate	VERB
bece-75	89	70	results	result	NOUN
bece-75	89	71	according	accord	VERB
bece-75	89	72	to	to	ADP
bece-75	89	73	the	the	DET
bece-75	89	74	statistical	statistical	ADJ
bece-75	89	75	principle	principle	NOUN
bece-75	89	76	of	of	ADP
bece-75	89	77	the	the	DET
bece-75	89	78	hierarchical	hierarchical	ADJ
bece-75	89	79	linear	linear	PROPN
bece-75	89	80	model	model	NOUN
bece-75	89	81	,	,	PUNCT
bece-75	89	82	in	in	ADP
bece-75	89	83	order	order	NOUN
bece-75	89	84	to	to	PART
bece-75	89	85	explore	explore	VERB
bece-75	89	86	the	the	DET
bece-75	89	87	influence	influence	NOUN
bece-75	89	88	of	of	ADP
bece-75	89	89	teacher	teacher	NOUN
bece-75	89	90	variables	variable	NOUN
bece-75	89	91	on	on	ADP
bece-75	89	92	students	student	NOUN
bece-75	89	93	’	’	PART
bece-75	89	94	mathematics	mathematic	NOUN
bece-75	89	95	scores	score	NOUN
bece-75	89	96	,	,	PUNCT
bece-75	89	97	the	the	DET
bece-75	89	98	first	first	ADJ
bece-75	89	99	is	be	AUX
bece-75	89	100	to	to	PART
bece-75	89	101	establish	establish	VERB
bece-75	89	102	a	a	DET
bece-75	89	103	zero	zero	NUM
bece-75	89	104	model	model	NOUN
bece-75	89	105	to	to	PART
bece-75	89	106	estimate	estimate	VERB
bece-75	89	107	the	the	DET
bece-75	89	108	contribution	contribution	NOUN
bece-75	89	109	of	of	ADP
bece-75	89	110	teacher	teacher	NOUN
bece-75	89	111	-	-	PUNCT
bece-75	89	112	to	to	ADP
bece-75	89	113	-	-	PUNCT
bece-75	89	114	teacher	teacher	NOUN
bece-75	89	115	differences	difference	NOUN
bece-75	89	116	and	and	CCONJ
bece-75	89	117	intra	intra	ADJ
bece-75	89	118	-	-	ADJ
bece-75	89	119	teacher	teacher	ADJ
bece-75	89	120	differences	difference	NOUN
bece-75	89	121	(	(	PUNCT
bece-75	89	122	student	student	NOUN
bece-75	89	123	differences	difference	NOUN
bece-75	89	124	)	)	PUNCT
bece-75	89	125	to	to	ADP
bece-75	89	126	the	the	DET
bece-75	89	127	total	total	ADJ
bece-75	89	128	difference	difference	NOUN
bece-75	89	129	,	,	PUNCT
bece-75	89	130	if	if	SCONJ
bece-75	89	131	the	the	DET
bece-75	89	132	difference	difference	NOUN
bece-75	89	133	bai	bai	PROPN
bece-75	89	134	,	,	PUNCT
bece-75	89	135	et	et	PROPN
bece-75	89	136	al	al	PROPN
bece-75	89	137	.	.	PROPN
bece-75	90	1	teacher	teacher	NOUN
bece-75	90	2	variables	variable	NOUN
bece-75	90	3	and	and	CCONJ
bece-75	90	4	students	student	NOUN
bece-75	90	5	’	'	PUNCT
bece-75	90	6	mathematical	mathematical	ADJ
bece-75	90	7	achievements	achievement	NOUN
bece-75	90	8	.	.	PUNCT
bece-75	91	1	vol.3	vol.3	PROPN
bece-75	91	2	,	,	PUNCT
bece-75	91	3	no	no	INTJ
bece-75	91	4	.	.	NOUN
bece-75	91	5	2	2	NUM
bece-75	91	6	,	,	PUNCT
bece-75	91	7	2019	2019	NUM
bece-75	91	8	353	353	NUM
bece-75	91	9	table	table	NOUN
bece-75	91	10	3	3	NUM
bece-75	91	11	.	.	PUNCT
bece-75	91	12	establishment	establishment	NOUN
bece-75	91	13	of	of	ADP
bece-75	91	14	hierarchical	hierarchical	ADJ
bece-75	91	15	linear	linear	PROPN
bece-75	91	16	model	model	NOUN
bece-75	91	17	.	.	PUNCT
bece-75	92	1	student	student	NOUN
bece-75	92	2	variable	variable	ADJ
bece-75	92	3	teacher	teacher	NOUN
bece-75	92	4	variable	variable	NOUN
bece-75	92	5	zero	zero	NUM
bece-75	92	6	model	model	NOUN
bece-75	92	7	model	model	NOUN
bece-75	92	8	1	1	NUM
bece-75	92	9	student	student	NOUN
bece-75	92	10	background	background	NOUN
bece-75	92	11	variable	variable	NOUN
bece-75	92	12	:	:	PUNCT
bece-75	92	13	gender	gender	NOUN
bece-75	92	14	,	,	PUNCT
bece-75	92	15	age	age	NOUN
bece-75	92	16	,	,	PUNCT
bece-75	92	17	family	family	NOUN
bece-75	92	18	book	book	NOUN
bece-75	92	19	collection	collection	NOUN
bece-75	92	20	,	,	PUNCT
bece-75	92	21	home	home	NOUN
bece-75	92	22	computer	computer	NOUN
bece-75	92	23	,	,	PUNCT
bece-75	92	24	home	home	NOUN
bece-75	92	25	desk	desk	NOUN
bece-75	92	26	,	,	PUNCT
bece-75	92	27	mobile	mobile	ADJ
bece-75	92	28	phone	phone	NOUN
bece-75	92	29	,	,	PUNCT
bece-75	92	30	parental	parental	ADJ
bece-75	92	31	education	education	NOUN
bece-75	92	32	model	model	NOUN
bece-75	92	33	2	2	NUM
bece-75	92	34	students	student	NOUN
bece-75	92	35	learn	learn	VERB
bece-75	92	36	motivation	motivation	NOUN
bece-75	92	37	variables	variable	NOUN
bece-75	92	38	:	:	PUNCT
bece-75	92	39	mathematical	mathematical	ADJ
bece-75	92	40	learning	learning	NOUN
bece-75	92	41	interest	interest	NOUN
bece-75	92	42	,	,	PUNCT
bece-75	92	43	mathematics	mathematic	NOUN
bece-75	92	44	self	self	NOUN
bece-75	92	45	-	-	PUNCT
bece-75	92	46	confidence	confidence	NOUN
bece-75	92	47	model	model	NOUN
bece-75	92	48	3	3	NUM
bece-75	92	49	teacher	teacher	NOUN
bece-75	92	50	feature	feature	NOUN
bece-75	92	51	variables	variable	NOUN
bece-75	92	52	:	:	PUNCT
bece-75	92	53	teaching	teach	VERB
bece-75	92	54	age	age	NOUN
bece-75	92	55	,	,	PUNCT
bece-75	92	56	gender	gender	NOUN
bece-75	92	57	,	,	PUNCT
bece-75	92	58	education	education	NOUN
bece-75	92	59	,	,	PUNCT
bece-75	92	60	mathematics	mathematics	PROPN
bece-75	92	61	major	major	NOUN
bece-75	92	62	,	,	PUNCT
bece-75	92	63	mathematics	mathematic	NOUN
bece-75	92	64	education	education	NOUN
bece-75	92	65	model	model	NOUN
bece-75	92	66	4	4	NUM
bece-75	92	67	teacher	teacher	NOUN
bece-75	92	68	teaching	teach	VERB
bece-75	92	69	variables	variable	NOUN
bece-75	92	70	:	:	PUNCT
bece-75	92	71	teaching	teach	VERB
bece-75	92	72	expectations	expectation	NOUN
bece-75	92	73	,	,	PUNCT
bece-75	92	74	teaching	teach	VERB
bece-75	92	75	cooperation	cooperation	NOUN
bece-75	92	76	,	,	PUNCT
bece-75	92	77	teaching	teaching	NOUN
bece-75	92	78	enthusiasm	enthusiasm	NOUN
bece-75	92	79	,	,	PUNCT
bece-75	92	80	class	class	NOUN
bece-75	92	81	discussion	discussion	NOUN
bece-75	92	82	,	,	PUNCT
bece-75	92	83	multimedia	multimedia	NOUN
bece-75	92	84	use	use	NOUN
bece-75	92	85	,	,	PUNCT
bece-75	92	86	attention	attention	NOUN
bece-75	92	87	to	to	ADP
bece-75	92	88	homework	homework	NOUN
bece-75	92	89	,	,	PUNCT
bece-75	92	90	and	and	CCONJ
bece-75	92	91	emphasis	emphasis	NOUN
bece-75	92	92	on	on	ADP
bece-75	92	93	exams	exam	NOUN
bece-75	92	94	model	model	NOUN
bece-75	92	95	5	5	NUM
bece-75	92	96	teacher	teacher	NOUN
bece-75	92	97	professional	professional	ADJ
bece-75	92	98	development	development	NOUN
bece-75	92	99	variables	variable	NOUN
bece-75	92	100	:	:	PUNCT
bece-75	92	101	mathematical	mathematical	ADJ
bece-75	92	102	knowledge	knowledge	NOUN
bece-75	92	103	training	training	NOUN
bece-75	92	104	,	,	PUNCT
bece-75	92	105	mathematics	mathematic	NOUN
bece-75	92	106	education	education	NOUN
bece-75	92	107	training	training	NOUN
bece-75	92	108	,	,	PUNCT
bece-75	92	109	mathematics	mathematic	NOUN
bece-75	92	110	course	course	NOUN
bece-75	92	111	training	training	NOUN
bece-75	92	112	between	between	ADP
bece-75	92	113	teachers	teacher	NOUN
bece-75	92	114	is	be	AUX
bece-75	92	115	significant	significant	ADJ
bece-75	92	116	,	,	PUNCT
bece-75	92	117	it	it	PRON
bece-75	92	118	is	be	AUX
bece-75	92	119	necessary	necessary	ADJ
bece-75	92	120	to	to	PART
bece-75	92	121	further	far	ADV
bece-75	92	122	analyze	analyze	VERB
bece-75	92	123	which	which	DET
bece-75	92	124	teacher	teacher	NOUN
bece-75	92	125	variables	variable	NOUN
bece-75	92	126	make	make	VERB
bece-75	92	127	the	the	DET
bece-75	92	128	students	student	NOUN
bece-75	92	129	’	’	PART
bece-75	92	130	mathematics	mathematic	NOUN
bece-75	92	131	scores	score	NOUN
bece-75	92	132	show	show	VERB
bece-75	92	133	significant	significant	ADJ
bece-75	92	134	differences	difference	NOUN
bece-75	92	135	.	.	PUNCT
bece-75	93	1	the	the	DET
bece-75	93	2	zero	zero	NUM
bece-75	93	3	model	model	NOUN
bece-75	93	4	results	result	NOUN
bece-75	93	5	are	be	AUX
bece-75	93	6	presented	present	VERB
bece-75	93	7	in	in	ADP
bece-75	93	8	table	table	NOUN
bece-75	93	9	4	4	NUM
bece-75	93	10	.	.	PUNCT
bece-75	94	1	it	it	PRON
bece-75	94	2	can	can	AUX
bece-75	94	3	be	be	AUX
bece-75	94	4	seen	see	VERB
bece-75	94	5	from	from	ADP
bece-75	94	6	table	table	NOUN
bece-75	94	7	4	4	NUM
bece-75	94	8	that	that	SCONJ
bece-75	94	9	the	the	DET
bece-75	94	10	intra	intra	ADJ
bece-75	94	11	-	-	ADJ
bece-75	94	12	class	class	ADJ
bece-75	94	13	correlation	correlation	NOUN
bece-75	94	14	coefficient	coefficient	NOUN
bece-75	94	15	icc	icc	PROPN
bece-75	94	16	of	of	ADP
bece-75	94	17	the	the	DET
bece-75	94	18	student	student	NOUN
bece-75	94	19	’s	’s	PART
bece-75	94	20	math	math	NOUN
bece-75	94	21	score	score	NOUN
bece-75	94	22	is	be	AUX
bece-75	94	23	0.68	0.68	NUM
bece-75	94	24	,	,	PUNCT
bece-75	94	25	which	which	PRON
bece-75	94	26	means	mean	VERB
bece-75	94	27	that	that	SCONJ
bece-75	94	28	about	about	ADV
bece-75	94	29	68.42	68.42	NUM
bece-75	94	30	%	%	NOUN
bece-75	94	31	of	of	ADP
bece-75	94	32	the	the	DET
bece-75	94	33	total	total	ADJ
bece-75	94	34	difference	difference	NOUN
bece-75	94	35	in	in	ADP
bece-75	94	36	the	the	DET
bece-75	94	37	student	student	NOUN
bece-75	94	38	’s	’s	PART
bece-75	94	39	math	math	NOUN
bece-75	94	40	score	score	NOUN
bece-75	94	41	is	be	AUX
bece-75	94	42	caused	cause	VERB
bece-75	94	43	by	by	ADP
bece-75	94	44	the	the	DET
bece-75	94	45	teacher	teacher	NOUN
bece-75	94	46	variable	variable	NOUN
bece-75	94	47	.	.	PUNCT
bece-75	95	1	at	at	ADP
bece-75	95	2	the	the	DET
bece-75	95	3	same	same	ADJ
bece-75	95	4	time	time	NOUN
bece-75	95	5	,	,	PUNCT
bece-75	95	6	when	when	SCONJ
bece-75	95	7	the	the	DET
bece-75	95	8	icc	icc	NOUN
bece-75	95	9	is	be	AUX
bece-75	95	10	greater	great	ADJ
bece-75	95	11	than	than	ADP
bece-75	95	12	0.138	0.138	NUM
bece-75	95	13	,	,	PUNCT
bece-75	95	14	the	the	DET
bece-75	95	15	difference	difference	NOUN
bece-75	95	16	between	between	ADP
bece-75	95	17	groups	group	NOUN
bece-75	95	18	is	be	AUX
bece-75	95	19	significant	significant	ADJ
bece-75	95	20	(	(	PUNCT
bece-75	95	21	dedrick	dedrick	ADJ
bece-75	95	22	,	,	PUNCT
bece-75	95	23	et	et	PROPN
bece-75	95	24	al	al	PROPN
bece-75	95	25	.	.	PROPN
bece-75	95	26	,	,	PUNCT
bece-75	95	27	2009	2009	NUM
bece-75	95	28	)	)	PUNCT
bece-75	95	29	.	.	PUNCT
bece-75	96	1	this	this	PRON
bece-75	96	2	indicates	indicate	VERB
bece-75	96	3	that	that	SCONJ
bece-75	96	4	there	there	PRON
bece-75	96	5	is	be	VERB
bece-75	96	6	a	a	DET
bece-75	96	7	significant	significant	ADJ
bece-75	96	8	difference	difference	NOUN
bece-75	96	9	between	between	ADP
bece-75	96	10	teachers	teacher	NOUN
bece-75	96	11	,	,	PUNCT
bece-75	96	12	that	that	ADV
bece-75	96	13	is	is	ADV
bece-75	96	14	,	,	PUNCT
bece-75	96	15	the	the	DET
bece-75	96	16	difference	difference	NOUN
bece-75	96	17	in	in	ADP
bece-75	96	18	mathematics	mathematics	NOUN
bece-75	96	19	scores	score	NOUN
bece-75	96	20	of	of	ADP
bece-75	96	21	different	different	ADJ
bece-75	96	22	teachers	teacher	NOUN
bece-75	96	23	has	have	AUX
bece-75	96	24	reached	reach	VERB
bece-75	96	25	a	a	DET
bece-75	96	26	significant	significant	ADJ
bece-75	96	27	level	level	NOUN
bece-75	96	28	(	(	PUNCT
bece-75	96	29	p	p	X
bece-75	96	30	<	<	X
bece-75	96	31	0.001	0.001	NUM
bece-75	96	32	)	)	PUNCT
bece-75	96	33	,	,	PUNCT
bece-75	96	34	which	which	PRON
bece-75	96	35	is	be	AUX
bece-75	96	36	consistent	consistent	ADJ
bece-75	96	37	with	with	ADP
bece-75	96	38	previous	previous	ADJ
bece-75	96	39	empirical	empirical	ADJ
bece-75	96	40	findings	finding	NOUN
bece-75	96	41	(	(	PUNCT
bece-75	96	42	li	li	PROPN
bece-75	96	43	&	&	CCONJ
bece-75	96	44	ni	ni	PROPN
bece-75	96	45	,	,	PUNCT
bece-75	96	46	2006	2006	NUM
bece-75	96	47	)	)	PUNCT
bece-75	96	48	.	.	PUNCT
bece-75	97	1	because	because	SCONJ
bece-75	97	2	of	of	ADP
bece-75	97	3	the	the	DET
bece-75	97	4	significant	significant	ADJ
bece-75	97	5	differences	difference	NOUN
bece-75	97	6	among	among	ADP
bece-75	97	7	teachers	teacher	NOUN
bece-75	97	8	,	,	PUNCT
bece-75	97	9	this	this	DET
bece-75	97	10	study	study	NOUN
bece-75	97	11	adds	add	VERB
bece-75	97	12	the	the	DET
bece-75	97	13	three	three	NUM
bece-75	97	14	aspects	aspect	NOUN
bece-75	97	15	of	of	ADP
bece-75	97	16	teacher	teacher	NOUN
bece-75	97	17	variables	variable	NOUN
bece-75	97	18	to	to	ADP
bece-75	97	19	the	the	DET
bece-75	97	20	second	second	ADJ
bece-75	97	21	level	level	NOUN
bece-75	97	22	of	of	ADP
bece-75	97	23	independent	independent	ADJ
bece-75	97	24	variables	variable	NOUN
bece-75	97	25	,	,	PUNCT
bece-75	97	26	and	and	CCONJ
bece-75	97	27	examines	examine	VERB
bece-75	97	28	their	their	PRON
bece-75	97	29	influence	influence	NOUN
bece-75	97	30	on	on	ADP
bece-75	97	31	students	student	NOUN
bece-75	97	32	’	’	PART
bece-75	97	33	mathematics	mathematic	NOUN
bece-75	97	34	scores	score	NOUN
bece-75	97	35	,	,	PUNCT
bece-75	97	36	thus	thus	ADV
bece-75	97	37	providing	provide	VERB
bece-75	97	38	some	some	DET
bece-75	97	39	theoretical	theoretical	ADJ
bece-75	97	40	references	reference	NOUN
bece-75	97	41	for	for	ADP
bece-75	97	42	the	the	DET
bece-75	97	43	improvement	improvement	NOUN
bece-75	97	44	of	of	ADP
bece-75	97	45	teachers	teacher	NOUN
bece-75	97	46	’	’	PART
bece-75	97	47	teaching	teaching	NOUN
bece-75	97	48	process	process	NOUN
bece-75	97	49	.	.	PUNCT
bece-75	98	1	due	due	ADP
bece-75	98	2	to	to	ADP
bece-75	98	3	space	space	NOUN
bece-75	98	4	limitations	limitation	NOUN
bece-75	98	5	,	,	PUNCT
bece-75	98	6	the	the	DET
bece-75	98	7	full	full	ADJ
bece-75	98	8	results	result	NOUN
bece-75	98	9	of	of	ADP
bece-75	98	10	each	each	DET
bece-75	98	11	model	model	NOUN
bece-75	98	12	are	be	AUX
bece-75	98	13	listed	list	VERB
bece-75	98	14	in	in	ADP
bece-75	98	15	table	table	NOUN
bece-75	98	16	5	5	NUM
bece-75	98	17	.	.	PUNCT
bece-75	99	1	the	the	DET
bece-75	99	2	influence	influence	NOUN
bece-75	99	3	of	of	ADP
bece-75	99	4	teacher	teacher	NOUN
bece-75	99	5	characteristic	characteristic	ADJ
bece-75	99	6	variables	variable	NOUN
bece-75	99	7	on	on	ADP
bece-75	99	8	students	student	NOUN
bece-75	99	9	’	'	PUNCT
bece-75	99	10	mathematical	mathematical	ADJ
bece-75	99	11	achievements	achievement	NOUN
bece-75	99	12	bai	bai	PROPN
bece-75	99	13	,	,	PUNCT
bece-75	99	14	et	et	PROPN
bece-75	99	15	al	al	PROPN
bece-75	99	16	.	.	PROPN
bece-75	100	1	teacher	teacher	NOUN
bece-75	100	2	variables	variable	NOUN
bece-75	100	3	and	and	CCONJ
bece-75	100	4	students	student	NOUN
bece-75	100	5	’	'	PUNCT
bece-75	100	6	mathematical	mathematical	ADJ
bece-75	100	7	achievements	achievement	NOUN
bece-75	100	8	.	.	PUNCT
bece-75	101	1	vol.3	vol.3	PROPN
bece-75	101	2	,	,	PUNCT
bece-75	101	3	no	no	INTJ
bece-75	101	4	.	.	NOUN
bece-75	101	5	2	2	NUM
bece-75	101	6	,	,	PUNCT
bece-75	101	7	2019	2019	NUM
bece-75	101	8	354	354	NUM
bece-75	101	9	table	table	NOUN
bece-75	101	10	4	4	NUM
bece-75	101	11	.	.	PUNCT
bece-75	101	12	estimation	estimation	NOUN
bece-75	101	13	of	of	ADP
bece-75	101	14	differences	difference	NOUN
bece-75	101	15	between	between	ADP
bece-75	101	16	teachers	teacher	NOUN
bece-75	101	17	and	and	CCONJ
bece-75	101	18	within	within	ADP
bece-75	101	19	teachers	teacher	NOUN
bece-75	101	20	in	in	ADP
bece-75	101	21	mathematics	mathematics	NOUN
bece-75	101	22	scores	score	NOUN
bece-75	101	23	.	.	PUNCT
bece-75	102	1	variance	variance	NOUN
bece-75	102	2	standard	standard	NOUN
bece-75	102	3	error	error	NOUN
bece-75	102	4	contribution	contribution	NOUN
bece-75	102	5	rate	rate	NOUN
bece-75	102	6	inter	inter	NOUN
bece-75	102	7	-	-	NOUN
bece-75	102	8	teacher	teacher	NOUN
bece-75	102	9	8,900.70	8,900.70	NUM
bece-75	102	10	94.34	94.34	NUM
bece-75	102	11	68.42	68.42	NUM
bece-75	102	12	%	%	NOUN
bece-75	102	13	intra	intra	ADJ
bece-75	102	14	-	-	ADJ
bece-75	102	15	teacher	teacher	NOUN
bece-75	102	16	4,107.92	4,107.92	NUM
bece-75	102	17	64.09	64.09	NUM
bece-75	102	18	31.58	31.58	NUM
bece-75	102	19	%	%	NOUN
bece-75	102	20	model	model	NOUN
bece-75	102	21	3	3	NUM
bece-75	102	22	is	be	AUX
bece-75	102	23	to	to	PART
bece-75	102	24	examine	examine	VERB
bece-75	102	25	the	the	DET
bece-75	102	26	impact	impact	NOUN
bece-75	102	27	of	of	ADP
bece-75	102	28	teacher	teacher	NOUN
bece-75	102	29	characteristic	characteristic	ADJ
bece-75	102	30	variables	variable	NOUN
bece-75	102	31	on	on	ADP
bece-75	102	32	students	student	NOUN
bece-75	102	33	’	'	PUNCT
bece-75	102	34	mathematical	mathematical	ADJ
bece-75	102	35	performance	performance	NOUN
bece-75	102	36	.	.	PUNCT
bece-75	103	1	the	the	DET
bece-75	103	2	survey	survey	NOUN
bece-75	103	3	results	result	NOUN
bece-75	103	4	showed	show	VERB
bece-75	103	5	:	:	PUNCT
bece-75	103	6	teacher	teacher	NOUN
bece-75	103	7	’s	’s	PART
bece-75	103	8	teaching	teach	VERB
bece-75	103	9	age	age	NOUN
bece-75	103	10	(	(	PUNCT
bece-75	103	11	b	b	NOUN
bece-75	103	12	=	=	SYM
bece-75	103	13	1.09	1.09	NUM
bece-75	103	14	,	,	PUNCT
bece-75	103	15	p	p	X
bece-75	103	16	<	<	X
bece-75	103	17	0.001	0.001	NUM
bece-75	103	18	)	)	PUNCT
bece-75	103	19	,	,	PUNCT
bece-75	103	20	gender	gender	NOUN
bece-75	103	21	(	(	PUNCT
bece-75	103	22	b	b	NOUN
bece-75	103	23	=	=	SYM
bece-75	103	24	-8.98	-8.98	NOUN
bece-75	103	25	,	,	PUNCT
bece-75	103	26	p	p	X
bece-75	103	27	=	=	NOUN
bece-75	103	28	0.025	0.025	NUM
bece-75	103	29	)	)	PUNCT
bece-75	103	30	,	,	PUNCT
bece-75	103	31	education	education	NOUN
bece-75	103	32	(	(	PUNCT
bece-75	103	33	b	b	NOUN
bece-75	103	34	=	=	SYM
bece-75	103	35	48.84	48.84	NUM
bece-75	103	36	,	,	PUNCT
bece-75	103	37	p	p	X
bece-75	103	38	<	<	X
bece-75	103	39	0.001	0.001	NUM
bece-75	103	40	)	)	PUNCT
bece-75	103	41	,	,	PUNCT
bece-75	103	42	mathematics	mathematic	NOUN
bece-75	103	43	major	major	NOUN
bece-75	103	44	(	(	PUNCT
bece-75	103	45	b	b	NOUN
bece-75	103	46	=	=	SYM
bece-75	103	47	12.20	12.20	NUM
bece-75	103	48	,	,	PUNCT
bece-75	103	49	p	p	NOUN
bece-75	103	50	=	=	NOUN
bece-75	103	51	0.005	0.005	NUM
bece-75	103	52	)	)	PUNCT
bece-75	103	53	.	.	PUNCT
bece-75	104	1	the	the	DET
bece-75	104	2	impact	impact	NOUN
bece-75	104	3	on	on	ADP
bece-75	104	4	students	student	NOUN
bece-75	104	5	’	'	PUNCT
bece-75	104	6	mathematics	mathematic	NOUN
bece-75	104	7	scores	score	NOUN
bece-75	104	8	has	have	AUX
bece-75	104	9	reached	reach	VERB
bece-75	104	10	a	a	DET
bece-75	104	11	significant	significant	ADJ
bece-75	104	12	level	level	NOUN
bece-75	104	13	.	.	PUNCT
bece-75	105	1	compared	compare	VERB
bece-75	105	2	with	with	ADP
bece-75	105	3	teachers	teacher	NOUN
bece-75	105	4	with	with	ADP
bece-75	105	5	shorter	short	ADJ
bece-75	105	6	teaching	teaching	NOUN
bece-75	105	7	ages	age	NOUN
bece-75	105	8	,	,	PUNCT
bece-75	105	9	teachers	teacher	NOUN
bece-75	105	10	with	with	ADP
bece-75	105	11	longer	long	ADV
bece-75	105	12	teaching	teach	VERB
bece-75	105	13	ages	age	NOUN
bece-75	105	14	will	will	AUX
bece-75	105	15	have	have	VERB
bece-75	105	16	better	well	ADJ
bece-75	105	17	mathematics	mathematics	NOUN
bece-75	105	18	scores	score	NOUN
bece-75	105	19	for	for	ADP
bece-75	105	20	teachers	teacher	NOUN
bece-75	105	21	who	who	PRON
bece-75	105	22	teach	teach	VERB
bece-75	105	23	older	old	ADJ
bece-75	105	24	classes	class	NOUN
bece-75	105	25	.	.	PUNCT
bece-75	106	1	female	female	ADJ
bece-75	106	2	teachers	teacher	NOUN
bece-75	106	3	have	have	VERB
bece-75	106	4	better	well	ADJ
bece-75	106	5	math	math	NOUN
bece-75	106	6	scores	score	NOUN
bece-75	106	7	than	than	ADP
bece-75	106	8	those	those	PRON
bece-75	106	9	taught	teach	VERB
bece-75	106	10	by	by	ADP
bece-75	106	11	male	male	ADJ
bece-75	106	12	teachers	teacher	NOUN
bece-75	106	13	.	.	PUNCT
bece-75	107	1	the	the	PRON
bece-75	107	2	higher	high	ADJ
bece-75	107	3	the	the	DET
bece-75	107	4	teacher	teacher	NOUN
bece-75	107	5	’s	’s	PART
bece-75	107	6	academic	academic	ADJ
bece-75	107	7	qualifications	qualification	NOUN
bece-75	107	8	,	,	PUNCT
bece-75	107	9	the	the	PRON
bece-75	107	10	better	well	ADJ
bece-75	107	11	the	the	DET
bece-75	107	12	mathematics	mathematics	NOUN
bece-75	107	13	scores	score	NOUN
bece-75	107	14	of	of	ADP
bece-75	107	15	the	the	DET
bece-75	107	16	students	student	NOUN
bece-75	107	17	in	in	ADP
bece-75	107	18	the	the	DET
bece-75	107	19	taught	teach	VERB
bece-75	107	20	class	class	NOUN
bece-75	107	21	will	will	AUX
bece-75	107	22	be	be	AUX
bece-75	107	23	.	.	PUNCT
bece-75	108	1	students	student	NOUN
bece-75	108	2	in	in	ADP
bece-75	108	3	classes	class	NOUN
bece-75	108	4	taught	teach	VERB
bece-75	108	5	by	by	ADP
bece-75	108	6	non	non	ADJ
bece-75	108	7	-	-	ADJ
bece-75	108	8	mathematics	mathematics	ADJ
bece-75	108	9	teachers	teacher	NOUN
bece-75	108	10	have	have	VERB
bece-75	108	11	higher	high	ADJ
bece-75	108	12	math	math	NOUN
bece-75	108	13	scores	score	NOUN
bece-75	108	14	than	than	ADP
bece-75	108	15	those	those	PRON
bece-75	108	16	who	who	PRON
bece-75	108	17	were	be	AUX
bece-75	108	18	taught	teach	VERB
bece-75	108	19	by	by	ADP
bece-75	108	20	teachers	teacher	NOUN
bece-75	108	21	who	who	PRON
bece-75	108	22	graduated	graduate	VERB
bece-75	108	23	from	from	ADP
bece-75	108	24	mathematic	mathematic	ADJ
bece-75	108	25	major	major	NOUN
bece-75	108	26	.	.	PUNCT
bece-75	109	1	in	in	ADP
bece-75	109	2	addition	addition	NOUN
bece-75	109	3	,	,	PUNCT
bece-75	109	4	the	the	DET
bece-75	109	5	teacher	teacher	NOUN
bece-75	109	6	characteristic	characteristic	ADJ
bece-75	109	7	variable	variable	NOUN
bece-75	109	8	explained	explain	VERB
bece-75	109	9	15.12	15.12	NUM
bece-75	109	10	%	%	NOUN
bece-75	109	11	of	of	ADP
bece-75	109	12	the	the	DET
bece-75	109	13	student	student	NOUN
bece-75	109	14	’s	’s	PART
bece-75	109	15	average	average	ADJ
bece-75	109	16	math	math	NOUN
bece-75	109	17	score	score	NOUN
bece-75	109	18	difference	difference	NOUN
bece-75	109	19	.	.	PUNCT
bece-75	110	1	the	the	DET
bece-75	110	2	influence	influence	NOUN
bece-75	110	3	of	of	ADP
bece-75	110	4	teachers	teacher	NOUN
bece-75	110	5	’	'	PUNCT
bece-75	110	6	teaching	teaching	NOUN
bece-75	110	7	variables	variable	NOUN
bece-75	110	8	on	on	ADP
bece-75	110	9	students	student	NOUN
bece-75	110	10	’	'	PUNCT
bece-75	110	11	mathematical	mathematical	ADJ
bece-75	110	12	achievements	achievement	NOUN
bece-75	110	13	model	model	NOUN
bece-75	110	14	4	4	NUM
bece-75	110	15	includes	include	VERB
bece-75	110	16	the	the	DET
bece-75	110	17	teacher	teacher	NOUN
bece-75	110	18	’s	’s	PART
bece-75	110	19	teaching	teaching	NOUN
bece-75	110	20	variables	variable	NOUN
bece-75	110	21	based	base	VERB
bece-75	110	22	on	on	ADP
bece-75	110	23	model	model	NOUN
bece-75	110	24	3	3	NUM
bece-75	110	25	,	,	PUNCT
bece-75	110	26	aiming	aim	VERB
bece-75	110	27	to	to	PART
bece-75	110	28	examine	examine	VERB
bece-75	110	29	the	the	DET
bece-75	110	30	influence	influence	NOUN
bece-75	110	31	of	of	ADP
bece-75	110	32	teacher	teacher	NOUN
bece-75	110	33	’s	’s	PART
bece-75	110	34	teaching	teaching	NOUN
bece-75	110	35	variables	variable	NOUN
bece-75	110	36	on	on	ADP
bece-75	110	37	students	student	NOUN
bece-75	110	38	’	’	PART
bece-75	110	39	mathematics	mathematic	NOUN
bece-75	110	40	scores	score	NOUN
bece-75	110	41	.	.	PUNCT
bece-75	111	1	the	the	DET
bece-75	111	2	results	result	NOUN
bece-75	111	3	of	of	ADP
bece-75	111	4	model	model	NOUN
bece-75	111	5	4	4	NUM
bece-75	111	6	indicate	indicate	VERB
bece-75	111	7	:	:	PUNCT
bece-75	111	8	teacher	teacher	NOUN
bece-75	111	9	’s	’s	PART
bece-75	111	10	teaching	teaching	NOUN
bece-75	111	11	expectations	expectation	NOUN
bece-75	111	12	(	(	PUNCT
bece-75	111	13	b	b	NOUN
bece-75	111	14	=	=	SYM
bece-75	111	15	-23.53	-23.53	PROPN
bece-75	111	16	,	,	PUNCT
bece-75	111	17	p	p	X
bece-75	111	18	<	<	X
bece-75	111	19	0.001	0.001	NUM
bece-75	111	20	)	)	PUNCT
bece-75	111	21	,	,	PUNCT
bece-75	111	22	teaching	teach	VERB
bece-75	111	23	enthusiasm	enthusiasm	NOUN
bece-75	111	24	(	(	PUNCT
bece-75	111	25	b	b	NOUN
bece-75	111	26	=	=	SYM
bece-75	111	27	9.72	9.72	NUM
bece-75	111	28	,	,	PUNCT
bece-75	111	29	p	p	NOUN
bece-75	111	30	=	=	NOUN
bece-75	111	31	0.002	0.002	NUM
bece-75	111	32	)	)	PUNCT
bece-75	111	33	,	,	PUNCT
bece-75	111	34	class	class	NOUN
bece-75	111	35	discussion	discussion	NOUN
bece-75	111	36	(	(	PUNCT
bece-75	111	37	b	b	NOUN
bece-75	111	38	=	=	SYM
bece-75	111	39	18.01	18.01	NUM
bece-75	111	40	,	,	PUNCT
bece-75	111	41	p	p	X
bece-75	111	42	<	<	X
bece-75	111	43	0.001	0.001	NUM
bece-75	111	44	)	)	PUNCT
bece-75	111	45	,	,	PUNCT
bece-75	111	46	multimedia	multimedia	NOUN
bece-75	111	47	use	use	NOUN
bece-75	111	48	(	(	PUNCT
bece-75	111	49	b	b	NOUN
bece-75	111	50	=	=	SYM
bece-75	111	51	-11.90	-11.90	PROPN
bece-75	111	52	,	,	PUNCT
bece-75	111	53	p	p	NOUN
bece-75	111	54	=	=	NOUN
bece-75	111	55	0.005	0.005	NUM
bece-75	111	56	)	)	PUNCT
bece-75	111	57	has	have	VERB
bece-75	111	58	a	a	DET
bece-75	111	59	significant	significant	ADJ
bece-75	111	60	impact	impact	NOUN
bece-75	111	61	on	on	ADP
bece-75	111	62	students	student	NOUN
bece-75	111	63	’	’	PART
bece-75	111	64	math	math	NOUN
bece-75	111	65	scores	score	NOUN
bece-75	111	66	.	.	PUNCT
bece-75	112	1	the	the	PRON
bece-75	112	2	higher	high	ADJ
bece-75	112	3	the	the	DET
bece-75	112	4	teacher	teacher	NOUN
bece-75	112	5	’s	’s	PART
bece-75	112	6	teaching	teaching	NOUN
bece-75	112	7	expectation	expectation	NOUN
bece-75	112	8	and	and	CCONJ
bece-75	112	9	the	the	PRON
bece-75	112	10	higher	high	ADJ
bece-75	112	11	the	the	DET
bece-75	112	12	frequency	frequency	NOUN
bece-75	112	13	of	of	ADP
bece-75	112	14	multimedia	multimedia	NOUN
bece-75	112	15	use	use	NOUN
bece-75	112	16	,	,	PUNCT
bece-75	112	17	the	the	PRON
bece-75	112	18	more	more	ADV
bece-75	112	19	helpful	helpful	ADJ
bece-75	112	20	the	the	DET
bece-75	112	21	mathematics	mathematics	NOUN
bece-75	112	22	scores	score	NOUN
bece-75	112	23	of	of	ADP
bece-75	112	24	the	the	DET
bece-75	112	25	students	student	NOUN
bece-75	112	26	in	in	ADP
bece-75	112	27	this	this	DET
bece-75	112	28	class	class	NOUN
bece-75	112	29	.	.	PUNCT
bece-75	113	1	the	the	PRON
bece-75	113	2	higher	high	ADJ
bece-75	113	3	the	the	DET
bece-75	113	4	number	number	NOUN
bece-75	113	5	of	of	ADP
bece-75	113	6	class	class	NOUN
bece-75	113	7	discussions	discussion	NOUN
bece-75	113	8	,	,	PUNCT
bece-75	113	9	the	the	PRON
bece-75	113	10	less	less	ADV
bece-75	113	11	effective	effective	ADJ
bece-75	113	12	the	the	DET
bece-75	113	13	teaching	teaching	NOUN
bece-75	113	14	.	.	PUNCT
bece-75	114	1	the	the	DET
bece-75	114	2	teacher	teacher	NOUN
bece-75	114	3	’s	’s	PART
bece-75	114	4	enthusiasm	enthusiasm	NOUN
bece-75	114	5	for	for	ADP
bece-75	114	6	teaching	teaching	NOUN
bece-75	114	7	has	have	VERB
bece-75	114	8	a	a	DET
bece-75	114	9	negative	negative	ADJ
bece-75	114	10	predictive	predictive	ADJ
bece-75	114	11	ability	ability	NOUN
bece-75	114	12	for	for	ADP
bece-75	114	13	students	student	NOUN
bece-75	114	14	’	’	PART
bece-75	114	15	mathematics	mathematic	NOUN
bece-75	114	16	scores	score	NOUN
bece-75	114	17	.	.	PUNCT
bece-75	115	1	this	this	PRON
bece-75	115	2	may	may	AUX
bece-75	115	3	be	be	AUX
bece-75	115	4	due	due	ADJ
bece-75	115	5	to	to	ADP
bece-75	115	6	the	the	DET
bece-75	115	7	occurrence	occurrence	NOUN
bece-75	115	8	of	of	ADP
bece-75	115	9	the	the	DET
bece-75	115	10	"	"	PUNCT
bece-75	115	11	simpson	simpson	PROPN
bece-75	115	12	’s	’s	PART
bece-75	115	13	paradox	paradox	NOUN
bece-75	115	14	"	"	PUNCT
bece-75	115	15	or	or	CCONJ
bece-75	115	16	the	the	DET
bece-75	115	17	poor	poor	ADJ
bece-75	115	18	original	original	ADJ
bece-75	115	19	grades	grade	NOUN
bece-75	115	20	of	of	ADP
bece-75	115	21	the	the	DET
bece-75	115	22	corresponding	correspond	VERB
bece-75	115	23	students	student	NOUN
bece-75	115	24	of	of	ADP
bece-75	115	25	the	the	DET
bece-75	115	26	teachers	teacher	NOUN
bece-75	115	27	.	.	PUNCT
bece-75	116	1	the	the	DET
bece-75	116	2	specific	specific	ADJ
bece-75	116	3	reasons	reason	NOUN
bece-75	116	4	still	still	ADV
bece-75	116	5	need	need	VERB
bece-75	116	6	further	further	ADJ
bece-75	116	7	investigation	investigation	NOUN
bece-75	116	8	and	and	CCONJ
bece-75	116	9	research	research	NOUN
bece-75	116	10	.	.	PUNCT
bece-75	117	1	in	in	ADP
bece-75	117	2	addition	addition	NOUN
bece-75	117	3	,	,	PUNCT
bece-75	117	4	the	the	DET
bece-75	117	5	teacher	teacher	NOUN
bece-75	117	6	’s	’s	PART
bece-75	117	7	teaching	teaching	NOUN
bece-75	117	8	variables	variable	NOUN
bece-75	117	9	reduce	reduce	VERB
bece-75	117	10	the	the	DET
bece-75	117	11	variance	variance	NOUN
bece-75	117	12	of	of	ADP
bece-75	117	13	students	student	NOUN
bece-75	117	14	’	’	PART
bece-75	117	15	mathematics	mathematic	NOUN
bece-75	117	16	scores	score	NOUN
bece-75	117	17	to	to	ADP
bece-75	117	18	6556.75	6556.75	NUM
bece-75	117	19	,	,	PUNCT
bece-75	117	20	explaining	explain	VERB
bece-75	117	21	8.85	8.85	NUM
bece-75	117	22	%	%	NOUN
bece-75	117	23	of	of	ADP
bece-75	117	24	the	the	DET
bece-75	117	25	students	student	NOUN
bece-75	117	26	’	'	PUNCT
bece-75	117	27	average	average	ADJ
bece-75	117	28	math	math	NOUN
bece-75	117	29	scores	score	NOUN
bece-75	117	30	.	.	PUNCT
bece-75	118	1	the	the	DET
bece-75	118	2	influence	influence	NOUN
bece-75	118	3	of	of	ADP
bece-75	118	4	teachers	teacher	NOUN
bece-75	118	5	’	'	PUNCT
bece-75	118	6	professional	professional	ADJ
bece-75	118	7	development	development	NOUN
bece-75	118	8	variables	variable	NOUN
bece-75	118	9	on	on	ADP
bece-75	118	10	students	student	NOUN
bece-75	118	11	’	'	PUNCT
bece-75	118	12	mathematical	mathematical	ADJ
bece-75	118	13	achievements	achievement	NOUN
bece-75	118	14	bai	bai	PROPN
bece-75	118	15	,	,	PUNCT
bece-75	118	16	et	et	PROPN
bece-75	118	17	al	al	PROPN
bece-75	118	18	.	.	PROPN
bece-75	119	1	teacher	teacher	NOUN
bece-75	119	2	variables	variable	NOUN
bece-75	119	3	and	and	CCONJ
bece-75	119	4	students	student	NOUN
bece-75	119	5	’	'	PUNCT
bece-75	119	6	mathematical	mathematical	ADJ
bece-75	119	7	achievements	achievement	NOUN
bece-75	119	8	.	.	PUNCT
bece-75	120	1	vol.3	vol.3	PROPN
bece-75	120	2	,	,	PUNCT
bece-75	120	3	no	no	INTJ
bece-75	120	4	.	.	NOUN
bece-75	120	5	2	2	NUM
bece-75	120	6	,	,	PUNCT
bece-75	120	7	2019	2019	NUM
bece-75	120	8	355	355	NUM
bece-75	120	9	model	model	NOUN
bece-75	120	10	5	5	NUM
bece-75	120	11	is	be	AUX
bece-75	120	12	based	base	VERB
bece-75	120	13	on	on	ADP
bece-75	120	14	model	model	NOUN
bece-75	120	15	4	4	NUM
bece-75	120	16	and	and	CCONJ
bece-75	120	17	incorporates	incorporate	VERB
bece-75	120	18	three	three	NUM
bece-75	120	19	variables	variable	NOUN
bece-75	120	20	of	of	ADP
bece-75	120	21	teacher	teacher	NOUN
bece-75	120	22	professional	professional	ADJ
bece-75	120	23	development	development	NOUN
bece-75	120	24	.	.	PUNCT
bece-75	121	1	the	the	DET
bece-75	121	2	main	main	ADJ
bece-75	121	3	examination	examination	NOUN
bece-75	121	4	is	be	AUX
bece-75	121	5	the	the	DET
bece-75	121	6	influence	influence	NOUN
bece-75	121	7	of	of	ADP
bece-75	121	8	teacher	teacher	NOUN
bece-75	121	9	professional	professional	ADJ
bece-75	121	10	development	development	NOUN
bece-75	121	11	(	(	PUNCT
bece-75	121	12	mathematics	mathematics	NOUN
bece-75	121	13	knowledge	knowledge	NOUN
bece-75	121	14	training	training	NOUN
bece-75	121	15	,	,	PUNCT
bece-75	121	16	mathematics	mathematic	NOUN
bece-75	121	17	education	education	NOUN
bece-75	121	18	and	and	CCONJ
bece-75	121	19	mathematics	mathematic	NOUN
bece-75	121	20	training	training	NOUN
bece-75	121	21	)	)	PUNCT
bece-75	121	22	on	on	ADP
bece-75	121	23	students	student	NOUN
bece-75	121	24	’	’	PART
bece-75	121	25	mathematics	mathematic	NOUN
bece-75	121	26	scores	score	NOUN
bece-75	121	27	.	.	PUNCT
bece-75	122	1	the	the	DET
bece-75	122	2	results	result	NOUN
bece-75	122	3	of	of	ADP
bece-75	122	4	model	model	NOUN
bece-75	122	5	5	5	NUM
bece-75	122	6	analysis	analysis	NOUN
bece-75	122	7	show	show	VERB
bece-75	122	8	that	that	SCONJ
bece-75	122	9	teachers	teacher	NOUN
bece-75	122	10	’	’	PART
bece-75	122	11	mathematics	mathematics	PROPN
bece-75	122	12	knowledge	knowledge	NOUN
bece-75	122	13	training	training	NOUN
bece-75	122	14	(	(	PUNCT
bece-75	122	15	b=	b=	NOUN
bece-75	122	16	-9.98	-9.98	PRON
bece-75	122	17	,	,	PUNCT
bece-75	122	18	p	p	X
bece-75	122	19	=	=	NOUN
bece-75	122	20	0.041	0.041	NUM
bece-75	122	21	)	)	PUNCT
bece-75	122	22	and	and	CCONJ
bece-75	122	23	mathematics	mathematic	NOUN
bece-75	122	24	education	education	NOUN
bece-75	122	25	training	training	NOUN
bece-75	122	26	(	(	PUNCT
bece-75	122	27	b	b	NOUN
bece-75	122	28	=	=	SYM
bece-75	122	29	-14.15	-14.15	PROPN
bece-75	122	30	,	,	PUNCT
bece-75	122	31	p	p	NOUN
bece-75	122	32	=	=	NOUN
bece-75	122	33	0.005	0.005	NUM
bece-75	122	34	)	)	PUNCT
bece-75	122	35	have	have	VERB
bece-75	122	36	significant	significant	ADJ
bece-75	122	37	influence	influence	NOUN
bece-75	122	38	on	on	ADP
bece-75	122	39	students	student	NOUN
bece-75	122	40	’	’	PART
bece-75	122	41	mathematics	mathematic	NOUN
bece-75	122	42	scores	score	NOUN
bece-75	122	43	.	.	PUNCT
bece-75	123	1	the	the	DET
bece-75	123	2	mathematics	mathematics	PROPN
bece-75	123	3	course	course	NOUN
bece-75	123	4	training	training	NOUN
bece-75	123	5	(	(	PUNCT
bece-75	123	6	b	b	NOUN
bece-75	123	7	=	=	SYM
bece-75	123	8	8.11	8.11	NUM
bece-75	123	9	,	,	PUNCT
bece-75	123	10	p	p	X
bece-75	123	11	=	=	NOUN
bece-75	123	12	0.078	0.078	NUM
bece-75	123	13	)	)	PUNCT
bece-75	123	14	had	have	VERB
bece-75	123	15	no	no	DET
bece-75	123	16	significant	significant	ADJ
bece-75	123	17	effect	effect	NOUN
bece-75	123	18	on	on	ADP
bece-75	123	19	the	the	DET
bece-75	123	20	student	student	NOUN
bece-75	123	21	’s	’s	PART
bece-75	123	22	mathematics	mathematic	NOUN
bece-75	123	23	scores	score	NOUN
bece-75	123	24	.	.	PUNCT
bece-75	124	1	this	this	PRON
bece-75	124	2	shows	show	VERB
bece-75	124	3	that	that	SCONJ
bece-75	124	4	teachers	teacher	NOUN
bece-75	124	5	’	'	PUNCT
bece-75	124	6	participation	participation	NOUN
bece-75	124	7	in	in	ADP
bece-75	124	8	mathematics	mathematics	NOUN
bece-75	124	9	knowledge	knowledge	NOUN
bece-75	124	10	training	training	NOUN
bece-75	124	11	and	and	CCONJ
bece-75	124	12	mathematics	mathematics	NOUN
bece-75	124	13	education	education	NOUN
bece-75	124	14	training	training	NOUN
bece-75	124	15	will	will	AUX
bece-75	124	16	have	have	VERB
bece-75	124	17	a	a	DET
bece-75	124	18	positive	positive	ADJ
bece-75	124	19	effect	effect	NOUN
bece-75	124	20	on	on	ADP
bece-75	124	21	classroom	classroom	NOUN
bece-75	124	22	teaching	teaching	NOUN
bece-75	124	23	,	,	PUNCT
bece-75	124	24	so	so	SCONJ
bece-75	124	25	that	that	SCONJ
bece-75	124	26	the	the	DET
bece-75	124	27	average	average	ADJ
bece-75	124	28	mathematics	mathematic	NOUN
bece-75	124	29	score	score	NOUN
bece-75	124	30	of	of	ADP
bece-75	124	31	the	the	DET
bece-75	124	32	students	student	NOUN
bece-75	124	33	taught	teach	VERB
bece-75	124	34	is	be	AUX
bece-75	124	35	higher	high	ADJ
bece-75	124	36	.	.	PUNCT
bece-75	125	1	these	these	DET
bece-75	125	2	three	three	NUM
bece-75	125	3	variables	variable	NOUN
bece-75	125	4	explain	explain	VERB
bece-75	125	5	the	the	DET
bece-75	125	6	student	student	NOUN
bece-75	125	7	’s	’s	PART
bece-75	125	8	average	average	ADJ
bece-75	125	9	math	math	NOUN
bece-75	125	10	score	score	NOUN
bece-75	125	11	difference	difference	NOUN
bece-75	125	12	of	of	ADP
bece-75	125	13	1.13	1.13	NUM
bece-75	125	14	%	%	NOUN
bece-75	125	15	.	.	PUNCT
bece-75	126	1	conclusion	conclusion	NOUN
bece-75	126	2	and	and	CCONJ
bece-75	126	3	discussion	discussion	NOUN
bece-75	126	4	teachers	teacher	NOUN
bece-75	126	5	are	be	AUX
bece-75	126	6	a	a	DET
bece-75	126	7	pivotal	pivotal	ADJ
bece-75	126	8	factor	factor	NOUN
bece-75	126	9	influencing	influence	VERB
bece-75	126	10	students	student	NOUN
bece-75	126	11	’	'	PUNCT
bece-75	126	12	learning	learn	VERB
bece-75	126	13	outcomes	outcome	NOUN
bece-75	126	14	.	.	PUNCT
bece-75	127	1	the	the	DET
bece-75	127	2	study	study	NOUN
bece-75	127	3	found	find	VERB
bece-75	127	4	that	that	SCONJ
bece-75	127	5	,	,	PUNCT
bece-75	127	6	in	in	ADP
bece-75	127	7	overall	overall	ADJ
bece-75	127	8	,	,	PUNCT
bece-75	127	9	the	the	DET
bece-75	127	10	addition	addition	NOUN
bece-75	127	11	of	of	ADP
bece-75	127	12	teacher	teacher	NOUN
bece-75	127	13	variables	variable	NOUN
bece-75	127	14	has	have	AUX
bece-75	127	15	led	lead	VERB
bece-75	127	16	to	to	ADP
bece-75	127	17	a	a	DET
bece-75	127	18	significant	significant	ADJ
bece-75	127	19	decline	decline	NOUN
bece-75	127	20	in	in	ADP
bece-75	127	21	teacher	teacher	NOUN
bece-75	127	22	variability	variability	NOUN
bece-75	127	23	.	.	PUNCT
bece-75	128	1	the	the	DET
bece-75	128	2	teacher	teacher	NOUN
bece-75	128	3	characteristic	characteristic	ADJ
bece-75	128	4	variable	variable	NOUN
bece-75	128	5	explained	explain	VERB
bece-75	128	6	15.12	15.12	NUM
bece-75	128	7	%	%	NOUN
bece-75	128	8	of	of	ADP
bece-75	128	9	the	the	DET
bece-75	128	10	difference	difference	NOUN
bece-75	128	11	in	in	ADP
bece-75	128	12	the	the	DET
bece-75	128	13	average	average	ADJ
bece-75	128	14	mathematics	mathematic	NOUN
bece-75	128	15	score	score	NOUN
bece-75	128	16	of	of	ADP
bece-75	128	17	the	the	DET
bece-75	128	18	students	student	NOUN
bece-75	128	19	;	;	PUNCT
bece-75	128	20	the	the	DET
bece-75	128	21	teacher	teacher	NOUN
bece-75	128	22	teaching	teach	VERB
bece-75	128	23	variable	variable	NOUN
bece-75	128	24	explained	explain	VERB
bece-75	128	25	8.85	8.85	NUM
bece-75	128	26	%	%	NOUN
bece-75	128	27	of	of	ADP
bece-75	128	28	the	the	DET
bece-75	128	29	difference	difference	NOUN
bece-75	128	30	in	in	ADP
bece-75	128	31	the	the	DET
bece-75	128	32	average	average	ADJ
bece-75	128	33	mathematics	mathematic	NOUN
bece-75	128	34	score	score	NOUN
bece-75	128	35	of	of	ADP
bece-75	128	36	the	the	DET
bece-75	128	37	students	student	NOUN
bece-75	128	38	;	;	PUNCT
bece-75	128	39	the	the	DET
bece-75	128	40	teacher	teacher	NOUN
bece-75	128	41	professional	professional	PROPN
bece-75	128	42	development	development	PROPN
bece-75	128	43	variable	variable	PROPN
bece-75	128	44	explained	explain	VERB
bece-75	128	45	1.13	1.13	NUM
bece-75	128	46	%	%	NOUN
bece-75	128	47	of	of	ADP
bece-75	128	48	the	the	DET
bece-75	128	49	difference	difference	NOUN
bece-75	128	50	in	in	ADP
bece-75	128	51	the	the	DET
bece-75	128	52	average	average	ADJ
bece-75	128	53	mathematics	mathematic	NOUN
bece-75	128	54	score	score	NOUN
bece-75	128	55	of	of	ADP
bece-75	128	56	the	the	DET
bece-75	128	57	students	student	NOUN
bece-75	128	58	.	.	PUNCT
bece-75	129	1	specifically	specifically	ADV
bece-75	129	2	,	,	PUNCT
bece-75	129	3	the	the	DET
bece-75	129	4	results	result	NOUN
bece-75	129	5	of	of	ADP
bece-75	129	6	each	each	DET
bece-75	129	7	variable	variable	NOUN
bece-75	129	8	’s	’s	PART
bece-75	129	9	impact	impact	NOUN
bece-75	129	10	on	on	ADP
bece-75	129	11	student	student	NOUN
bece-75	129	12	mathematics	mathematic	NOUN
bece-75	129	13	are	be	AUX
bece-75	129	14	also	also	ADV
bece-75	129	15	presented	present	VERB
bece-75	129	16	in	in	ADP
bece-75	129	17	table	table	NOUN
bece-75	129	18	5	5	NUM
bece-75	129	19	.	.	PUNCT
bece-75	130	1	these	these	DET
bece-75	130	2	findings	finding	NOUN
bece-75	130	3	provide	provide	VERB
bece-75	130	4	a	a	DET
bece-75	130	5	basis	basis	NOUN
bece-75	130	6	for	for	ADP
bece-75	130	7	improving	improve	VERB
bece-75	130	8	teachers	teacher	NOUN
bece-75	130	9	’	'	PUNCT
bece-75	130	10	classroom	classroom	NOUN
bece-75	130	11	teaching	teaching	NOUN
bece-75	130	12	,	,	PUNCT
bece-75	130	13	strengthening	strengthen	VERB
bece-75	130	14	teachers	teacher	NOUN
bece-75	130	15	’	'	PUNCT
bece-75	130	16	professional	professional	ADJ
bece-75	130	17	development	development	NOUN
bece-75	130	18	,	,	PUNCT
bece-75	130	19	and	and	CCONJ
bece-75	130	20	formulating	formulate	VERB
bece-75	130	21	relevant	relevant	ADJ
bece-75	130	22	educational	educational	ADJ
bece-75	130	23	policies	policy	NOUN
bece-75	130	24	.	.	PUNCT
bece-75	131	1	the	the	DET
bece-75	131	2	teacher	teacher	NOUN
bece-75	131	3	’s	’s	PART
bece-75	131	4	teaching	teaching	NOUN
bece-75	131	5	age	age	NOUN
bece-75	131	6	has	have	VERB
bece-75	131	7	a	a	DET
bece-75	131	8	significant	significant	ADJ
bece-75	131	9	impact	impact	NOUN
bece-75	131	10	on	on	ADP
bece-75	131	11	the	the	DET
bece-75	131	12	student	student	NOUN
bece-75	131	13	’s	’s	PART
bece-75	131	14	mathematical	mathematical	ADJ
bece-75	131	15	performance	performance	NOUN
bece-75	131	16	the	the	DET
bece-75	131	17	results	result	NOUN
bece-75	131	18	in	in	ADP
bece-75	131	19	table	table	NOUN
bece-75	131	20	5	5	NUM
bece-75	131	21	show	show	VERB
bece-75	131	22	that	that	SCONJ
bece-75	131	23	the	the	DET
bece-75	131	24	teacher	teacher	NOUN
bece-75	131	25	’s	’s	PART
bece-75	131	26	teaching	teaching	NOUN
bece-75	131	27	age	age	NOUN
bece-75	131	28	can	can	AUX
bece-75	131	29	have	have	VERB
bece-75	131	30	a	a	DET
bece-75	131	31	significant	significant	ADJ
bece-75	131	32	predictive	predictive	ADJ
bece-75	131	33	effect	effect	NOUN
bece-75	131	34	on	on	ADP
bece-75	131	35	students	student	NOUN
bece-75	131	36	’	’	PART
bece-75	131	37	mathematics	mathematic	NOUN
bece-75	131	38	scores	score	NOUN
bece-75	131	39	.	.	PUNCT
bece-75	132	1	at	at	ADP
bece-75	132	2	the	the	DET
bece-75	132	3	same	same	ADJ
bece-75	132	4	time	time	NOUN
bece-75	132	5	,	,	PUNCT
bece-75	132	6	in	in	ADP
bece-75	132	7	the	the	DET
bece-75	132	8	literature	literature	NOUN
bece-75	132	9	that	that	PRON
bece-75	132	10	has	have	AUX
bece-75	132	11	explored	explore	VERB
bece-75	132	12	the	the	DET
bece-75	132	13	relationship	relationship	NOUN
bece-75	132	14	between	between	ADP
bece-75	132	15	teachers	teacher	NOUN
bece-75	132	16	’	’	PART
bece-75	132	17	teaching	teach	VERB
bece-75	132	18	age	age	NOUN
bece-75	132	19	and	and	CCONJ
bece-75	132	20	students	student	NOUN
bece-75	132	21	’	’	PART
bece-75	132	22	mathematics	mathematic	NOUN
bece-75	132	23	scores	score	NOUN
bece-75	132	24	,	,	PUNCT
bece-75	132	25	the	the	DET
bece-75	132	26	conclusions	conclusion	NOUN
bece-75	132	27	are	be	AUX
bece-75	132	28	not	not	PART
bece-75	132	29	completely	completely	ADV
bece-75	132	30	consistent	consistent	ADJ
bece-75	132	31	.	.	PUNCT
bece-75	133	1	for	for	ADP
bece-75	133	2	example	example	NOUN
bece-75	133	3	,	,	PUNCT
bece-75	133	4	the	the	DET
bece-75	133	5	relationship	relationship	NOUN
bece-75	133	6	between	between	ADP
bece-75	133	7	teachers	teacher	NOUN
bece-75	133	8	’	’	PART
bece-75	133	9	teaching	teaching	NOUN
bece-75	133	10	age	age	NOUN
bece-75	133	11	and	and	CCONJ
bece-75	133	12	the	the	DET
bece-75	133	13	student	student	NOUN
bece-75	133	14	’s	’s	PART
bece-75	133	15	learning	learning	NOUN
bece-75	133	16	is	be	AUX
bece-75	133	17	positively	positively	ADV
bece-75	133	18	related	relate	VERB
bece-75	133	19	,	,	PUNCT
bece-75	133	20	or	or	CCONJ
bece-75	133	21	only	only	ADV
bece-75	133	22	affects	affect	VERB
bece-75	133	23	the	the	DET
bece-75	133	24	student	student	NOUN
bece-75	133	25	’s	’s	AUX
bece-75	133	26	learning	learn	VERB
bece-75	133	27	to	to	ADP
bece-75	133	28	a	a	DET
bece-75	133	29	certain	certain	ADJ
bece-75	133	30	extent	extent	NOUN
bece-75	133	31	,	,	PUNCT
bece-75	133	32	or	or	CCONJ
bece-75	133	33	the	the	DET
bece-75	133	34	two	two	NUM
bece-75	133	35	do	do	AUX
bece-75	133	36	not	not	PART
bece-75	133	37	matter	matter	VERB
bece-75	133	38	(	(	PUNCT
bece-75	133	39	huang	huang	PROPN
bece-75	133	40	&	&	CCONJ
bece-75	133	41	xin	xin	PROPN
bece-75	133	42	,	,	PUNCT
bece-75	133	43	2007	2007	NUM
bece-75	133	44	;	;	PUNCT
bece-75	133	45	zhang	zhang	PROPN
bece-75	133	46	,	,	PUNCT
bece-75	133	47	2012	2012	NUM
bece-75	133	48	;	;	PUNCT
bece-75	133	49	zhang	zhang	PROPN
bece-75	133	50	,	,	PUNCT
bece-75	133	51	2010	2010	NUM
bece-75	133	52	;	;	PUNCT
bece-75	133	53	xie	xie	PROPN
bece-75	133	54	,	,	PUNCT
bece-75	133	55	et	et	PROPN
bece-75	133	56	al	al	PROPN
bece-75	133	57	.	.	PROPN
bece-75	133	58	,	,	PUNCT
bece-75	133	59	2008	2008	NUM
bece-75	133	60	;	;	PUNCT
bece-75	133	61	xin	xin	PROPN
bece-75	133	62	,	,	PUNCT
bece-75	133	63	et	et	PROPN
bece-75	133	64	al	al	PROPN
bece-75	133	65	.	.	PROPN
bece-75	133	66	,	,	PUNCT
bece-75	133	67	2004	2004	NUM
bece-75	133	68	)	)	PUNCT
bece-75	133	69	.	.	PUNCT
bece-75	134	1	this	this	PRON
bece-75	134	2	shows	show	VERB
bece-75	134	3	that	that	SCONJ
bece-75	134	4	it	it	PRON
bece-75	134	5	is	be	AUX
bece-75	134	6	not	not	PART
bece-75	134	7	the	the	DET
bece-75	134	8	teacher	teacher	NOUN
bece-75	134	9	’s	’s	PART
bece-75	134	10	teaching	teaching	NOUN
bece-75	134	11	age	age	NOUN
bece-75	134	12	that	that	PRON
bece-75	134	13	has	have	VERB
bece-75	134	14	a	a	DET
bece-75	134	15	direct	direct	ADJ
bece-75	134	16	impact	impact	NOUN
bece-75	134	17	on	on	ADP
bece-75	134	18	the	the	DET
bece-75	134	19	students	student	NOUN
bece-75	134	20	’	’	PART
bece-75	134	21	mathematics	mathematic	NOUN
bece-75	134	22	scores	score	NOUN
bece-75	134	23	.	.	PUNCT
bece-75	135	1	however	however	ADV
bece-75	135	2	,	,	PUNCT
bece-75	135	3	these	these	DET
bece-75	135	4	factors	factor	NOUN
bece-75	135	5	affect	affect	VERB
bece-75	135	6	teachers	teacher	NOUN
bece-75	135	7	’	’	PART
bece-75	135	8	understanding	understanding	NOUN
bece-75	135	9	of	of	ADP
bece-75	135	10	the	the	DET
bece-75	135	11	knowledge	knowledge	NOUN
bece-75	135	12	and	and	CCONJ
bece-75	135	13	grasp	grasp	NOUN
bece-75	135	14	of	of	ADP
bece-75	135	15	the	the	DET
bece-75	135	16	teaching	teaching	NOUN
bece-75	135	17	process	process	NOUN
bece-75	135	18	,	,	PUNCT
bece-75	135	19	making	make	VERB
bece-75	135	20	teachers	teacher	NOUN
bece-75	135	21	with	with	ADP
bece-75	135	22	a	a	DET
bece-75	135	23	longer	long	ADV
bece-75	135	24	teaching	teaching	NOUN
bece-75	135	25	age	age	NOUN
bece-75	135	26	pay	pay	VERB
bece-75	135	27	more	more	ADJ
bece-75	135	28	attention	attention	NOUN
bece-75	135	29	to	to	ADP
bece-75	135	30	the	the	DET
bece-75	135	31	combination	combination	NOUN
bece-75	135	32	of	of	ADP
bece-75	135	33	mathematical	mathematical	ADJ
bece-75	135	34	knowledge	knowledge	NOUN
bece-75	135	35	and	and	CCONJ
bece-75	135	36	students	student	NOUN
bece-75	135	37	’	'	PUNCT
bece-75	135	38	cognitive	cognitive	ADJ
bece-75	135	39	level	level	NOUN
bece-75	135	40	and	and	CCONJ
bece-75	135	41	laws	law	NOUN
bece-75	135	42	,	,	PUNCT
bece-75	135	43	thus	thus	ADV
bece-75	135	44	showing	show	VERB
bece-75	135	45	that	that	SCONJ
bece-75	135	46	the	the	DET
bece-75	135	47	students	student	NOUN
bece-75	135	48	'	'	PART
bece-75	135	49	mathematical	mathematical	ADJ
bece-75	135	50	results	result	NOUN
bece-75	135	51	will	will	AUX
bece-75	135	52	be	be	AUX
bece-75	135	53	better	well	ADJ
bece-75	135	54	.	.	PUNCT
bece-75	136	1	this	this	PRON
bece-75	136	2	shows	show	VERB
bece-75	136	3	that	that	SCONJ
bece-75	136	4	relevant	relevant	ADJ
bece-75	136	5	education	education	NOUN
bece-75	136	6	departments	department	NOUN
bece-75	136	7	and	and	CCONJ
bece-75	136	8	schools	school	NOUN
bece-75	136	9	should	should	AUX
bece-75	136	10	not	not	PART
bece-75	136	11	exclude	exclude	VERB
bece-75	136	12	new	new	ADJ
bece-75	136	13	teachers	teacher	NOUN
bece-75	136	14	.	.	PUNCT
bece-75	137	1	they	they	PRON
bece-75	137	2	should	should	AUX
bece-75	137	3	pay	pay	VERB
bece-75	137	4	more	more	ADJ
bece-75	137	5	attention	attention	NOUN
bece-75	137	6	to	to	ADP
bece-75	137	7	the	the	DET
bece-75	137	8	development	development	NOUN
bece-75	137	9	trend	trend	NOUN
bece-75	137	10	of	of	ADP
bece-75	137	11	new	new	ADJ
bece-75	137	12	teachers	teacher	NOUN
bece-75	137	13	and	and	CCONJ
bece-75	137	14	provide	provide	VERB
bece-75	137	15	more	more	ADJ
bece-75	137	16	bai	bai	NOUN
bece-75	137	17	,	,	PUNCT
bece-75	137	18	et	et	PROPN
bece-75	137	19	al	al	PROPN
bece-75	137	20	.	.	PROPN
bece-75	137	21	teacher	teacher	NOUN
bece-75	137	22	variables	variable	NOUN
bece-75	137	23	and	and	CCONJ
bece-75	137	24	students	student	NOUN
bece-75	137	25	’	'	PUNCT
bece-75	137	26	mathematical	mathematical	ADJ
bece-75	137	27	achievements	achievement	NOUN
bece-75	137	28	.	.	PUNCT
bece-75	138	1	vol.3	vol.3	PROPN
bece-75	138	2	,	,	PUNCT
bece-75	138	3	no	no	INTJ
bece-75	138	4	.	.	NOUN
bece-75	138	5	2	2	NUM
bece-75	138	6	,	,	PUNCT
bece-75	138	7	2019	2019	NUM
bece-75	138	8	356	356	NUM
bece-75	138	9	table	table	NOUN
bece-75	138	10	5	5	NUM
bece-75	138	11	.	.	PUNCT
bece-75	139	1	the	the	DET
bece-75	139	2	influence	influence	NOUN
bece-75	139	3	of	of	ADP
bece-75	139	4	teacher	teacher	NOUN
bece-75	139	5	factors	factor	NOUN
bece-75	139	6	on	on	ADP
bece-75	139	7	students	student	NOUN
bece-75	139	8	'	'	PART
bece-75	139	9	mathematics	mathematic	NOUN
bece-75	139	10	scores	score	NOUN
bece-75	139	11	.	.	PUNCT
bece-75	140	1	fixed	fix	VERB
bece-75	140	2	effect	effect	NOUN
bece-75	140	3	random	random	ADJ
bece-75	140	4	effect	effect	NOUN
bece-75	140	5	hierarchical	hierarchical	ADJ
bece-75	140	6	linear	linear	NOUN
bece-75	140	7	model	model	NOUN
bece-75	140	8	variable	variable	ADJ
bece-75	140	9	regression	regression	NOUN
bece-75	140	10	coefficient	coefficient	NOUN
bece-75	140	11	(	(	PUNCT
bece-75	140	12	b	b	NOUN
bece-75	140	13	)	)	PUNCT
bece-75	140	14	sem	sem	PROPN
bece-75	140	15	interteachers	interteacher	NOUN
bece-75	140	16	intrateachers	intrateacher	NOUN
bece-75	140	17	interpretation	interpretation	NOUN
bece-75	140	18	rate	rate	NOUN
bece-75	140	19	zero	zero	NUM
bece-75	140	20	model	model	NOUN
bece-75	140	21	8,900.70	8,900.70	NUM
bece-75	140	22	4,107.92	4,107.92	NUM
bece-75	140	23	model	model	NOUN
bece-75	140	24	1	1	NUM
bece-75	140	25	7,196.61	7,196.61	NUM
bece-75	140	26	3,822.46	3,822.46	NUM
bece-75	140	27	19.15%/6.94	19.15%/6.94	NUM
bece-75	140	28	%	%	NOUN
bece-75	140	29	student	student	NOUN
bece-75	140	30	background	background	NOUN
bece-75	140	31	variable	variable	ADJ
bece-75	140	32	gender	gender	NOUN
bece-75	140	33	4.04	4.04	NUM
bece-75	140	34	*	*	PUNCT
bece-75	140	35	*	*	PUNCT
bece-75	140	36	*	*	X
bece-75	140	37	0.70	0.70	NUM
bece-75	140	38	age	age	NOUN
bece-75	140	39	-6.92	-6.92	NOUN
bece-75	140	40	*	*	PUNCT
bece-75	140	41	*	*	PUNCT
bece-75	140	42	*	*	PROPN
bece-75	140	43	0.61	0.61	NUM
bece-75	140	44	family	family	NOUN
bece-75	140	45	book	book	NOUN
bece-75	140	46	collection	collection	NOUN
bece-75	140	47	7.87	7.87	NUM
bece-75	140	48	*	*	PUNCT
bece-75	140	49	*	*	PUNCT
bece-75	140	50	*	*	PUNCT
bece-75	140	51	0.31	0.31	NUM
bece-75	140	52	home	home	NOUN
bece-75	140	53	computer	computer	NOUN
bece-75	140	54	7.31	7.31	NUM
bece-75	140	55	*	*	PUNCT
bece-75	140	56	*	*	PUNCT
bece-75	140	57	*	*	PUNCT
bece-75	140	58	0.67	0.67	NUM
bece-75	140	59	home	home	NOUN
bece-75	140	60	desk	desk	NOUN
bece-75	140	61	0.19	0.19	NUM
bece-75	140	62	0.75	0.75	NUM
bece-75	140	63	mobile	mobile	ADJ
bece-75	140	64	phone	phone	NOUN
bece-75	140	65	1.38	1.38	NUM
bece-75	140	66	0.83	0.83	NUM
bece-75	140	67	parental	parental	ADJ
bece-75	140	68	education	education	NOUN
bece-75	140	69	8.66	8.66	NUM
bece-75	140	70	*	*	PUNCT
bece-75	140	71	*	*	PUNCT
bece-75	140	72	*	*	X
bece-75	140	73	0.50	0.50	NUM
bece-75	140	74	model	model	NOUN
bece-75	140	75	2	2	NUM
bece-75	140	76	8,474.77	8,474.77	NUM
bece-75	140	77	3,204.58	3,204.58	NUM
bece-75	140	78	/16.16	/16.16	SYM
bece-75	140	79	%	%	NOUN
bece-75	140	80	student	student	NOUN
bece-75	140	81	learning	learn	VERB
bece-75	140	82	motivation	motivation	NOUN
bece-75	140	83	variable	variable	ADJ
bece-75	140	84	mathematical	mathematical	ADJ
bece-75	140	85	learning	learning	NOUN
bece-75	140	86	interest	interest	NOUN
bece-75	140	87	-7.31	-7.31	NOUN
bece-75	140	88	*	*	PUNCT
bece-75	140	89	*	*	PUNCT
bece-75	140	90	*	*	PUNCT
bece-75	140	91	0.39	0.39	NUM
bece-75	140	92	mathematics	mathematic	NOUN
bece-75	140	93	selfconfidence	selfconfidence	NOUN
bece-75	140	94	-25.23	-25.23	PUNCT
bece-75	140	95	*	*	NOUN
bece-75	140	96	*	*	PUNCT
bece-75	140	97	*	*	PUNCT
bece-75	140	98	0.52	0.52	NUM
bece-75	140	99	model	model	NOUN
bece-75	140	100	3	3	NUM
bece-75	140	101	7,193.02	7,193.02	NUM
bece-75	140	102	3,204.52	3,204.52	NUM
bece-75	140	103	15.12	15.12	NUM
bece-75	140	104	%	%	NOUN
bece-75	140	105	/	/	SYM
bece-75	140	106	teacher	teacher	NOUN
bece-75	140	107	characteristic	characteristic	ADJ
bece-75	140	108	variable	variable	NOUN
bece-75	140	109	teaching	teaching	NOUN
bece-75	140	110	age	age	NOUN
bece-75	140	111	1.09	1.09	NUM
bece-75	140	112	*	*	PUNCT
bece-75	140	113	*	*	PUNCT
bece-75	140	114	*	*	NOUN
bece-75	140	115	0	0	NUM
bece-75	140	116	.	.	NOUN
bece-75	140	117	18	18	NUM
bece-75	140	118	gender	gender	NOUN
bece-75	140	119	-8.98	-8.98	NOUN
bece-75	140	120	*	*	NUM
bece-75	140	121	4.01	4.01	NUM
bece-75	140	122	education	education	NOUN
bece-75	140	123	48.84	48.84	NUM
bece-75	140	124	*	*	PUNCT
bece-75	140	125	*	*	PUNCT
bece-75	140	126	*	*	PUNCT
bece-75	140	127	3.36	3.36	NUM
bece-75	140	128	mathematic	mathematic	ADJ
bece-75	140	129	major	major	ADJ
bece-75	140	130	12.20	12.20	NUM
bece-75	140	131	*	*	SYM
bece-75	140	132	*	*	SYM
bece-75	140	133	4.26	4.26	NUM
bece-75	140	134	mathematics	mathematic	NOUN
bece-75	140	135	education	education	NOUN
bece-75	140	136	-5.25	-5.25	PROPN
bece-75	140	137	3.82	3.82	NUM
bece-75	140	138	model	model	NOUN
bece-75	140	139	4	4	NUM
bece-75	140	140	6,556.75	6,556.75	NUM
bece-75	140	141	3,204.09	3,204.09	NUM
bece-75	140	142	8.85	8.85	NUM
bece-75	140	143	%	%	NOUN
bece-75	140	144	/	/	SYM
bece-75	140	145	teacher	teacher	NOUN
bece-75	140	146	teaching	teach	VERB
bece-75	140	147	variable	variable	ADJ
bece-75	140	148	teaching	teaching	NOUN
bece-75	140	149	expectation	expectation	NOUN
bece-75	140	150	-23.53	-23.53	NOUN
bece-75	140	151	*	*	NOUN
bece-75	140	152	*	*	PUNCT
bece-75	140	153	*	*	X
bece-75	140	154	2.45	2.45	NUM
bece-75	140	155	teaching	teaching	NOUN
bece-75	140	156	cooperation	cooperation	NOUN
bece-75	140	157	3.94	3.94	NUM
bece-75	140	158	2.29	2.29	NUM
bece-75	140	159	teaching	teaching	NOUN
bece-75	140	160	passion	passion	NOUN
bece-75	140	161	9.72	9.72	NUM
bece-75	140	162	*	*	SYM
bece-75	140	163	*	*	PROPN
bece-75	140	164	3.11	3.11	NUM
bece-75	140	165	class	class	NOUN
bece-75	140	166	discussion	discussion	NOUN
bece-75	140	167	18.01	18.01	NUM
bece-75	140	168	*	*	PUNCT
bece-75	140	169	*	*	PUNCT
bece-75	140	170	*	*	PUNCT
bece-75	140	171	2.33	2.33	NUM
bece-75	140	172	bai	bai	NOUN
bece-75	140	173	,	,	PUNCT
bece-75	140	174	et	et	PROPN
bece-75	140	175	al	al	PROPN
bece-75	140	176	.	.	PROPN
bece-75	140	177	teacher	teacher	NOUN
bece-75	140	178	variables	variable	NOUN
bece-75	140	179	and	and	CCONJ
bece-75	140	180	students	student	NOUN
bece-75	140	181	’	'	PUNCT
bece-75	140	182	mathematical	mathematical	ADJ
bece-75	140	183	achievements	achievement	NOUN
bece-75	140	184	.	.	PUNCT
bece-75	141	1	vol.3	vol.3	PROPN
bece-75	141	2	,	,	PUNCT
bece-75	141	3	no	no	INTJ
bece-75	141	4	.	.	NOUN
bece-75	141	5	2	2	NUM
bece-75	141	6	,	,	PUNCT
bece-75	141	7	2019	2019	NUM
bece-75	141	8	357	357	NUM
bece-75	141	9	(	(	PUNCT
bece-75	141	10	continued	continued	ADJ
bece-75	141	11	)	)	PUNCT
bece-75	141	12	multimedia	multimedia	NOUN
bece-75	141	13	use	use	NOUN
bece-75	141	14	-11.90	-11.90	NOUN
bece-75	141	15	*	*	PUNCT
bece-75	141	16	*	*	X
bece-75	141	17	4.20	4.20	NUM
bece-75	141	18	pay	pay	NOUN
bece-75	141	19	attention	attention	NOUN
bece-75	141	20	to	to	ADP
bece-75	141	21	homework	homework	NOUN
bece-75	141	22	-1.13	-1.13	NUM
bece-75	141	23	1.84	1.84	NUM
bece-75	141	24	pay	pay	VERB
bece-75	141	25	attention	attention	NOUN
bece-75	141	26	to	to	ADP
bece-75	141	27	the	the	DET
bece-75	141	28	exam	exam	NOUN
bece-75	141	29	-5.21	-5.21	NOUN
bece-75	141	30	3.90	3.90	NUM
bece-75	141	31	model	model	NOUN
bece-75	141	32	5	5	NUM
bece-75	141	33	6,482.58	6,482.58	NUM
bece-75	141	34	3,204.15	3,204.15	NUM
bece-75	141	35	1.13	1.13	NUM
bece-75	141	36	%	%	NOUN
bece-75	141	37	/	/	SYM
bece-75	141	38	teacher	teacher	NOUN
bece-75	141	39	professional	professional	ADJ
bece-75	141	40	development	development	PROPN
bece-75	141	41	variable	variable	PROPN
bece-75	141	42	mathematical	mathematical	ADJ
bece-75	141	43	knowledge	knowledge	NOUN
bece-75	141	44	training	train	VERB
bece-75	141	45	-9.98	-9.98	PRON
bece-75	141	46	*	*	SYM
bece-75	141	47	4.89	4.89	NUM
bece-75	141	48	mathematics	mathematic	NOUN
bece-75	141	49	education	education	NOUN
bece-75	141	50	training	training	NOUN
bece-75	141	51	-14.15	-14.15	PROPN
bece-75	141	52	*	*	PROPN
bece-75	141	53	*	*	PROPN
bece-75	141	54	4.94	4.94	NUM
bece-75	141	55	mathematics	mathematic	NOUN
bece-75	141	56	course	course	NOUN
bece-75	141	57	training	train	VERB
bece-75	141	58	8.11	8.11	NUM
bece-75	141	59	4.61	4.61	NUM
bece-75	141	60	note	note	NOUN
bece-75	141	61	:	:	PUNCT
bece-75	141	62	*	*	ADJ
bece-75	141	63	:	:	PUNCT
bece-75	141	64	p<0.05	p<0.05	NOUN
bece-75	141	65	,	,	PUNCT
bece-75	141	66	*	*	PUNCT
bece-75	141	67	*	*	NOUN
bece-75	141	68	:	:	PUNCT
bece-75	141	69	p<0.01	p<0.01	ADJ
bece-75	141	70	,	,	PUNCT
bece-75	141	71	*	*	PUNCT
bece-75	141	72	*	*	PUNCT
bece-75	141	73	*	*	PUNCT
bece-75	141	74	:	:	PUNCT
bece-75	141	75	p<0.001	p<0.001	X
bece-75	141	76	.	.	PUNCT
bece-75	142	1	interpretation	interpretation	NOUN
bece-75	142	2	rate	rate	NOUN
bece-75	142	3	refers	refer	VERB
bece-75	142	4	to	to	ADP
bece-75	142	5	the	the	DET
bece-75	142	6	percentage	percentage	NOUN
bece-75	142	7	of	of	ADP
bece-75	142	8	decrease	decrease	NOUN
bece-75	142	9	in	in	ADP
bece-75	142	10	teacher	teacher	NOUN
bece-75	142	11	-	-	PUNCT
bece-75	142	12	to	to	ADP
bece-75	142	13	-	-	PUNCT
bece-75	142	14	teacher	teacher	NOUN
bece-75	142	15	variation	variation	NOUN
bece-75	142	16	between	between	ADP
bece-75	142	17	teachers	teacher	NOUN
bece-75	142	18	and	and	CCONJ
bece-75	142	19	teachers	teacher	NOUN
bece-75	142	20	compared	compare	VERB
bece-75	142	21	to	to	ADP
bece-75	142	22	the	the	DET
bece-75	142	23	previous	previous	ADJ
bece-75	142	24	model	model	NOUN
bece-75	142	25	after	after	ADP
bece-75	142	26	adding	add	VERB
bece-75	142	27	a	a	DET
bece-75	142	28	new	new	ADJ
bece-75	142	29	factor	factor	NOUN
bece-75	142	30	.	.	PUNCT
bece-75	143	1	channels	channel	NOUN
bece-75	143	2	for	for	ADP
bece-75	143	3	the	the	DET
bece-75	143	4	communication	communication	NOUN
bece-75	143	5	between	between	ADP
bece-75	143	6	new	new	ADJ
bece-75	143	7	teachers	teacher	NOUN
bece-75	143	8	and	and	CCONJ
bece-75	143	9	expert	expert	NOUN
bece-75	143	10	teachers	teacher	NOUN
bece-75	143	11	.	.	PUNCT
bece-75	144	1	this	this	PRON
bece-75	144	2	is	be	AUX
bece-75	144	3	more	more	ADV
bece-75	144	4	conducive	conducive	ADJ
bece-75	144	5	to	to	ADP
bece-75	144	6	narrowing	narrow	VERB
bece-75	144	7	the	the	DET
bece-75	144	8	differences	difference	NOUN
bece-75	144	9	in	in	ADP
bece-75	144	10	teaching	teach	VERB
bece-75	144	11	mathematics	mathematic	NOUN
bece-75	144	12	among	among	ADP
bece-75	144	13	students	student	NOUN
bece-75	144	14	.	.	PUNCT
bece-75	145	1	teacher	teacher	NOUN
bece-75	145	2	’s	’s	PART
bece-75	145	3	academic	academic	ADJ
bece-75	145	4	qualifications	qualification	NOUN
bece-75	145	5	,	,	PUNCT
bece-75	145	6	mathematics	mathematics	NOUN
bece-75	145	7	knowledge	knowledge	NOUN
bece-75	145	8	training	training	NOUN
bece-75	145	9	,	,	PUNCT
bece-75	145	10	and	and	CCONJ
bece-75	145	11	mathematics	mathematics	NOUN
bece-75	145	12	majors	major	NOUN
bece-75	145	13	will	will	AUX
bece-75	145	14	significantly	significantly	ADV
bece-75	145	15	affect	affect	VERB
bece-75	145	16	students	student	NOUN
bece-75	145	17	’	’	PART
bece-75	145	18	mathematics	mathematic	NOUN
bece-75	145	19	scores	score	NOUN
bece-75	145	20	the	the	DET
bece-75	145	21	results	result	NOUN
bece-75	145	22	in	in	ADP
bece-75	145	23	table	table	NOUN
bece-75	145	24	5	5	NUM
bece-75	145	25	show	show	VERB
bece-75	145	26	that	that	SCONJ
bece-75	145	27	the	the	PRON
bece-75	145	28	higher	high	ADJ
bece-75	145	29	the	the	DET
bece-75	145	30	teacher	teacher	NOUN
bece-75	145	31	’s	’s	PART
bece-75	145	32	academic	academic	ADJ
bece-75	145	33	qualifications	qualification	NOUN
bece-75	145	34	,	,	PUNCT
bece-75	145	35	the	the	PRON
bece-75	145	36	better	well	ADJ
bece-75	145	37	the	the	DET
bece-75	145	38	mathematics	mathematics	NOUN
bece-75	145	39	scores	score	NOUN
bece-75	145	40	of	of	ADP
bece-75	145	41	the	the	DET
bece-75	145	42	students	student	NOUN
bece-75	145	43	in	in	ADP
bece-75	145	44	the	the	DET
bece-75	145	45	taught	teach	VERB
bece-75	145	46	class	class	NOUN
bece-75	145	47	will	will	AUX
bece-75	145	48	be	be	AUX
bece-75	145	49	.	.	PUNCT
bece-75	146	1	students	student	NOUN
bece-75	146	2	who	who	PRON
bece-75	146	3	have	have	AUX
bece-75	146	4	participated	participate	VERB
bece-75	146	5	in	in	ADP
bece-75	146	6	mathematics	mathematics	NOUN
bece-75	146	7	knowledge	knowledge	NOUN
bece-75	146	8	training	training	NOUN
bece-75	146	9	have	have	VERB
bece-75	146	10	better	well	ADJ
bece-75	146	11	math	math	NOUN
bece-75	146	12	scores	score	NOUN
bece-75	146	13	.	.	PUNCT
bece-75	147	1	students	student	NOUN
bece-75	147	2	in	in	ADP
bece-75	147	3	classes	class	NOUN
bece-75	147	4	taught	teach	VERB
bece-75	147	5	by	by	ADP
bece-75	147	6	non	non	ADJ
bece-75	147	7	-	-	ADJ
bece-75	147	8	mathematics	mathematics	ADJ
bece-75	147	9	teachers	teacher	NOUN
bece-75	147	10	have	have	VERB
bece-75	147	11	higher	high	ADJ
bece-75	147	12	math	math	NOUN
bece-75	147	13	scores	score	NOUN
bece-75	147	14	than	than	ADP
bece-75	147	15	those	those	PRON
bece-75	147	16	who	who	PRON
bece-75	147	17	were	be	AUX
bece-75	147	18	taught	teach	VERB
bece-75	147	19	by	by	ADP
bece-75	147	20	teachers	teacher	NOUN
bece-75	147	21	who	who	PRON
bece-75	147	22	graduated	graduate	VERB
bece-75	147	23	from	from	ADP
bece-75	147	24	mathematic	mathematic	ADJ
bece-75	147	25	major	major	NOUN
bece-75	147	26	.	.	PUNCT
bece-75	148	1	generally	generally	ADV
bece-75	148	2	speaking	speak	VERB
bece-75	148	3	,	,	PUNCT
bece-75	148	4	teachers	teacher	NOUN
bece-75	148	5	with	with	ADP
bece-75	148	6	high	high	ADJ
bece-75	148	7	academic	academic	ADJ
bece-75	148	8	qualifications	qualification	NOUN
bece-75	148	9	have	have	VERB
bece-75	148	10	more	more	ADJ
bece-75	148	11	knowledge	knowledge	NOUN
bece-75	148	12	of	of	ADP
bece-75	148	13	mathematics	mathematic	NOUN
bece-75	148	14	,	,	PUNCT
bece-75	148	15	and	and	CCONJ
bece-75	148	16	teachers	teacher	NOUN
bece-75	148	17	who	who	PRON
bece-75	148	18	participate	participate	VERB
bece-75	148	19	in	in	ADP
bece-75	148	20	mathematics	mathematics	NOUN
bece-75	148	21	knowledge	knowledge	NOUN
bece-75	148	22	training	training	NOUN
bece-75	148	23	will	will	AUX
bece-75	148	24	have	have	VERB
bece-75	148	25	a	a	DET
bece-75	148	26	better	well	ADJ
bece-75	148	27	understanding	understanding	NOUN
bece-75	148	28	of	of	ADP
bece-75	148	29	the	the	DET
bece-75	148	30	methods	method	NOUN
bece-75	148	31	of	of	ADP
bece-75	148	32	teaching	teach	VERB
bece-75	148	33	mathematics	mathematic	NOUN
bece-75	148	34	.	.	PUNCT
bece-75	149	1	comparing	compare	VERB
bece-75	149	2	the	the	DET
bece-75	149	3	influence	influence	NOUN
bece-75	149	4	of	of	ADP
bece-75	149	5	these	these	DET
bece-75	149	6	three	three	NUM
bece-75	149	7	variables	variable	NOUN
bece-75	149	8	on	on	ADP
bece-75	149	9	students	student	NOUN
bece-75	149	10	’	’	PART
bece-75	149	11	mathematics	mathematic	NOUN
bece-75	149	12	scores	score	NOUN
bece-75	149	13	,	,	PUNCT
bece-75	149	14	it	it	PRON
bece-75	149	15	is	be	AUX
bece-75	149	16	found	find	VERB
bece-75	149	17	that	that	SCONJ
bece-75	149	18	the	the	DET
bece-75	149	19	mathematics	mathematic	NOUN
bece-75	149	20	knowledge	knowledge	NOUN
bece-75	149	21	and	and	CCONJ
bece-75	149	22	methods	method	NOUN
bece-75	149	23	of	of	ADP
bece-75	149	24	teaching	teach	VERB
bece-75	149	25	that	that	PRON
bece-75	149	26	teachers	teacher	NOUN
bece-75	149	27	have	have	AUX
bece-75	149	28	had	have	VERB
bece-75	149	29	positive	positive	ADJ
bece-75	149	30	effects	effect	NOUN
bece-75	149	31	on	on	ADP
bece-75	149	32	students	student	NOUN
bece-75	149	33	’	’	PART
bece-75	149	34	mathematics	mathematic	NOUN
bece-75	149	35	scores	score	NOUN
bece-75	149	36	.	.	PUNCT
bece-75	150	1	however	however	ADV
bece-75	150	2	,	,	PUNCT
bece-75	150	3	students	student	NOUN
bece-75	150	4	in	in	ADP
bece-75	150	5	classes	class	NOUN
bece-75	150	6	taught	teach	VERB
bece-75	150	7	by	by	ADP
bece-75	150	8	non	non	ADJ
bece-75	150	9	-	-	ADJ
bece-75	150	10	mathematics	mathematics	ADJ
bece-75	150	11	teachers	teacher	NOUN
bece-75	150	12	will	will	AUX
bece-75	150	13	have	have	VERB
bece-75	150	14	higher	high	ADJ
bece-75	150	15	math	math	NOUN
bece-75	150	16	scores	score	NOUN
bece-75	150	17	.	.	PUNCT
bece-75	151	1	there	there	PRON
bece-75	151	2	may	may	AUX
bece-75	151	3	be	be	AUX
bece-75	151	4	two	two	NUM
bece-75	151	5	reasons	reason	NOUN
bece-75	151	6	for	for	ADP
bece-75	151	7	this	this	PRON
bece-75	151	8	.	.	PUNCT
bece-75	152	1	first	first	ADV
bece-75	152	2	,	,	PUNCT
bece-75	152	3	compared	compare	VERB
bece-75	152	4	to	to	ADP
bece-75	152	5	non	non	ADJ
bece-75	152	6	-	-	ADJ
bece-75	152	7	mathematics	mathematics	ADJ
bece-75	152	8	teachers	teacher	NOUN
bece-75	152	9	,	,	PUNCT
bece-75	152	10	those	those	PRON
bece-75	152	11	graduated	graduate	VERB
bece-75	152	12	from	from	ADP
bece-75	152	13	mathematic	mathematic	ADJ
bece-75	152	14	major	major	NOUN
bece-75	152	15	have	have	VERB
bece-75	152	16	more	more	ADJ
bece-75	152	17	knowledge	knowledge	NOUN
bece-75	152	18	,	,	PUNCT
bece-75	152	19	but	but	CCONJ
bece-75	152	20	their	their	PRON
bece-75	152	21	ability	ability	NOUN
bece-75	152	22	to	to	PART
bece-75	152	23	teach	teach	VERB
bece-75	152	24	mathematical	mathematical	ADJ
bece-75	152	25	knowledge	knowledge	NOUN
bece-75	152	26	to	to	ADP
bece-75	152	27	students	student	NOUN
bece-75	152	28	in	in	ADP
bece-75	152	29	the	the	DET
bece-75	152	30	corresponding	corresponding	ADJ
bece-75	152	31	grade	grade	NOUN
bece-75	152	32	is	be	AUX
bece-75	152	33	not	not	PART
bece-75	152	34	as	as	ADV
bece-75	152	35	good	good	ADJ
bece-75	152	36	as	as	ADP
bece-75	152	37	non	non	ADJ
bece-75	152	38	-	-	ADJ
bece-75	152	39	mathematics	mathematics	ADJ
bece-75	152	40	teachers	teacher	NOUN
bece-75	152	41	.	.	PUNCT
bece-75	153	1	second	second	ADV
bece-75	153	2	,	,	PUNCT
bece-75	153	3	the	the	DET
bece-75	153	4	focus	focus	NOUN
bece-75	153	5	of	of	ADP
bece-75	153	6	the	the	DET
bece-75	153	7	two	two	NUM
bece-75	153	8	types	type	NOUN
bece-75	153	9	of	of	ADP
bece-75	153	10	teachers	teacher	NOUN
bece-75	153	11	is	be	AUX
bece-75	153	12	different	different	ADJ
bece-75	153	13	from	from	ADP
bece-75	153	14	that	that	PRON
bece-75	153	15	of	of	ADP
bece-75	153	16	the	the	DET
bece-75	153	17	current	current	ADJ
bece-75	153	18	basic	basic	ADJ
bece-75	153	19	education	education	NOUN
bece-75	153	20	.	.	PUNCT
bece-75	154	1	teachers	teacher	NOUN
bece-75	154	2	without	without	ADP
bece-75	154	3	background	background	NOUN
bece-75	154	4	of	of	ADP
bece-75	154	5	mathematics	mathematic	NOUN
bece-75	154	6	major	major	ADJ
bece-75	154	7	will	will	AUX
bece-75	154	8	pay	pay	VERB
bece-75	154	9	more	more	ADJ
bece-75	154	10	attention	attention	NOUN
bece-75	154	11	to	to	ADP
bece-75	154	12	the	the	DET
bece-75	154	13	training	training	NOUN
bece-75	154	14	of	of	ADP
bece-75	154	15	students	student	NOUN
bece-75	154	16	’	’	PART
bece-75	154	17	mathematics	mathematic	NOUN
bece-75	154	18	skills	skill	NOUN
bece-75	154	19	.	.	PUNCT
bece-75	155	1	teachers	teacher	NOUN
bece-75	155	2	of	of	ADP
bece-75	155	3	mathematics	mathematics	NOUN
bece-75	155	4	majors	major	NOUN
bece-75	155	5	pay	pay	VERB
bece-75	155	6	more	more	ADJ
bece-75	155	7	bai	bai	NOUN
bece-75	155	8	,	,	PUNCT
bece-75	155	9	et	et	PROPN
bece-75	155	10	al	al	PROPN
bece-75	155	11	.	.	PROPN
bece-75	156	1	teacher	teacher	NOUN
bece-75	156	2	variables	variable	NOUN
bece-75	156	3	and	and	CCONJ
bece-75	156	4	students	student	NOUN
bece-75	156	5	’	'	PUNCT
bece-75	156	6	mathematical	mathematical	ADJ
bece-75	156	7	achievements	achievement	NOUN
bece-75	156	8	.	.	PUNCT
bece-75	157	1	vol.3	vol.3	PROPN
bece-75	157	2	,	,	PUNCT
bece-75	157	3	no	no	INTJ
bece-75	157	4	.	.	NOUN
bece-75	157	5	2	2	NUM
bece-75	157	6	,	,	PUNCT
bece-75	157	7	2019	2019	NUM
bece-75	157	8	358	358	NUM
bece-75	157	9	attention	attention	NOUN
bece-75	157	10	to	to	ADP
bece-75	157	11	the	the	DET
bece-75	157	12	cultivation	cultivation	NOUN
bece-75	157	13	of	of	ADP
bece-75	157	14	students	student	NOUN
bece-75	157	15	’	'	PUNCT
bece-75	157	16	mathematical	mathematical	ADJ
bece-75	157	17	thinking	thinking	NOUN
bece-75	157	18	and	and	CCONJ
bece-75	157	19	mathematics	mathematic	NOUN
bece-75	157	20	thinking	thinking	NOUN
bece-75	157	21	.	.	PUNCT
bece-75	158	1	however	however	ADV
bece-75	158	2	,	,	PUNCT
bece-75	158	3	for	for	ADP
bece-75	158	4	the	the	DET
bece-75	158	5	improvement	improvement	NOUN
bece-75	158	6	of	of	ADP
bece-75	158	7	students	student	NOUN
bece-75	158	8	’	’	PART
bece-75	158	9	test	test	NOUN
bece-75	158	10	scores	score	NOUN
bece-75	158	11	,	,	PUNCT
bece-75	158	12	it	it	PRON
bece-75	158	13	is	be	AUX
bece-75	158	14	better	well	ADJ
bece-75	158	15	to	to	PART
bece-75	158	16	train	train	VERB
bece-75	158	17	students	student	NOUN
bece-75	158	18	’	'	PUNCT
bece-75	158	19	math	math	NOUN
bece-75	158	20	skills	skill	NOUN
bece-75	158	21	.	.	PUNCT
bece-75	159	1	in	in	ADP
bece-75	159	2	addition	addition	NOUN
bece-75	159	3	,	,	PUNCT
bece-75	159	4	mathematics	mathematic	NOUN
bece-75	159	5	education	education	NOUN
bece-75	159	6	is	be	AUX
bece-75	159	7	designed	design	VERB
bece-75	159	8	to	to	PART
bece-75	159	9	help	help	VERB
bece-75	159	10	students	student	NOUN
bece-75	159	11	master	master	VERB
bece-75	159	12	the	the	DET
bece-75	159	13	mathematics	mathematic	NOUN
bece-75	159	14	,	,	PUNCT
bece-75	159	15	skills	skill	NOUN
bece-75	159	16	,	,	PUNCT
bece-75	159	17	ideas	idea	NOUN
bece-75	159	18	,	,	PUNCT
bece-75	159	19	and	and	CCONJ
bece-75	159	20	methods	method	NOUN
bece-75	159	21	necessary	necessary	ADJ
bece-75	159	22	for	for	ADP
bece-75	159	23	modern	modern	ADJ
bece-75	159	24	life	life	NOUN
bece-75	159	25	and	and	CCONJ
bece-75	159	26	further	further	ADJ
bece-75	159	27	learning	learning	NOUN
bece-75	159	28	.	.	PUNCT
bece-75	160	1	therefore	therefore	ADV
bece-75	160	2	,	,	PUNCT
bece-75	160	3	in	in	ADP
bece-75	160	4	the	the	DET
bece-75	160	5	process	process	NOUN
bece-75	160	6	of	of	ADP
bece-75	160	7	teaching	teaching	NOUN
bece-75	160	8	,	,	PUNCT
bece-75	160	9	teachers	teacher	NOUN
bece-75	160	10	can	can	AUX
bece-75	160	11	not	not	PART
bece-75	160	12	choose	choose	VERB
bece-75	160	13	the	the	DET
bece-75	160	14	sea	sea	NOUN
bece-75	160	15	tactics	tactic	NOUN
bece-75	160	16	solely	solely	ADV
bece-75	160	17	for	for	ADP
bece-75	160	18	the	the	DET
bece-75	160	19	test	test	NOUN
bece-75	160	20	results	result	NOUN
bece-75	160	21	,	,	PUNCT
bece-75	160	22	nor	nor	CCONJ
bece-75	160	23	can	can	AUX
bece-75	160	24	they	they	PRON
bece-75	160	25	focus	focus	VERB
bece-75	160	26	only	only	ADV
bece-75	160	27	on	on	ADP
bece-75	160	28	the	the	DET
bece-75	160	29	improvement	improvement	NOUN
bece-75	160	30	of	of	ADP
bece-75	160	31	mathematical	mathematical	ADJ
bece-75	160	32	thinking	thinking	NOUN
bece-75	160	33	and	and	CCONJ
bece-75	160	34	neglect	neglect	NOUN
bece-75	160	35	the	the	DET
bece-75	160	36	students	student	NOUN
bece-75	160	37	’	’	PART
bece-75	160	38	ability	ability	NOUN
bece-75	160	39	to	to	PART
bece-75	160	40	accept	accept	VERB
bece-75	160	41	at	at	ADP
bece-75	160	42	this	this	DET
bece-75	160	43	stage	stage	NOUN
bece-75	160	44	.	.	PUNCT
bece-75	161	1	this	this	PRON
bece-75	161	2	shows	show	VERB
bece-75	161	3	that	that	SCONJ
bece-75	161	4	the	the	DET
bece-75	161	5	cultivation	cultivation	NOUN
bece-75	161	6	of	of	ADP
bece-75	161	7	mathematical	mathematical	ADJ
bece-75	161	8	knowledge	knowledge	NOUN
bece-75	161	9	and	and	CCONJ
bece-75	161	10	skills	skill	NOUN
bece-75	161	11	,	,	PUNCT
bece-75	161	12	mathematical	mathematical	ADJ
bece-75	161	13	ideas	idea	NOUN
bece-75	161	14	and	and	CCONJ
bece-75	161	15	methods	method	NOUN
bece-75	161	16	complement	complement	VERB
bece-75	161	17	each	each	DET
bece-75	161	18	other	other	ADJ
bece-75	161	19	.	.	PUNCT
bece-75	162	1	teachers	teacher	NOUN
bece-75	162	2	should	should	AUX
bece-75	162	3	pay	pay	VERB
bece-75	162	4	attention	attention	NOUN
bece-75	162	5	to	to	ADP
bece-75	162	6	this	this	PRON
bece-75	162	7	and	and	CCONJ
bece-75	162	8	organically	organically	ADV
bece-75	162	9	combine	combine	VERB
bece-75	162	10	them	they	PRON
bece-75	162	11	,	,	PUNCT
bece-75	162	12	so	so	SCONJ
bece-75	162	13	that	that	SCONJ
bece-75	162	14	students	student	NOUN
bece-75	162	15	can	can	AUX
bece-75	162	16	understand	understand	VERB
bece-75	162	17	the	the	DET
bece-75	162	18	ideas	idea	NOUN
bece-75	162	19	and	and	CCONJ
bece-75	162	20	methods	method	NOUN
bece-75	162	21	of	of	ADP
bece-75	162	22	mathematics	mathematic	NOUN
bece-75	162	23	in	in	ADP
bece-75	162	24	the	the	DET
bece-75	162	25	training	training	NOUN
bece-75	162	26	of	of	ADP
bece-75	162	27	mathematics	mathematic	NOUN
bece-75	162	28	knowledge	knowledge	NOUN
bece-75	162	29	and	and	CCONJ
bece-75	162	30	skills	skill	NOUN
bece-75	162	31	.	.	PUNCT
bece-75	163	1	at	at	ADP
bece-75	163	2	the	the	DET
bece-75	163	3	same	same	ADJ
bece-75	163	4	time	time	NOUN
bece-75	163	5	,	,	PUNCT
bece-75	163	6	it	it	PRON
bece-75	163	7	is	be	AUX
bece-75	163	8	recommended	recommend	VERB
bece-75	163	9	that	that	SCONJ
bece-75	163	10	the	the	DET
bece-75	163	11	education	education	NOUN
bece-75	163	12	department	department	NOUN
bece-75	163	13	or	or	CCONJ
bece-75	163	14	school	school	NOUN
bece-75	163	15	regularly	regularly	ADV
bece-75	163	16	organize	organize	VERB
bece-75	163	17	mathematics	mathematics	NOUN
bece-75	163	18	knowledge	knowledge	NOUN
bece-75	163	19	training	training	NOUN
bece-75	163	20	to	to	PART
bece-75	163	21	provide	provide	VERB
bece-75	163	22	more	more	ADJ
bece-75	163	23	ways	way	NOUN
bece-75	163	24	for	for	SCONJ
bece-75	163	25	teachers	teacher	NOUN
bece-75	163	26	to	to	PART
bece-75	163	27	master	master	VERB
bece-75	163	28	the	the	DET
bece-75	163	29	methods	method	NOUN
bece-75	163	30	of	of	ADP
bece-75	163	31	teaching	teach	VERB
bece-75	163	32	mathematics	mathematic	NOUN
bece-75	163	33	.	.	PUNCT
bece-75	164	1	the	the	DET
bece-75	164	2	influence	influence	NOUN
bece-75	164	3	of	of	ADP
bece-75	164	4	teachers	teacher	NOUN
bece-75	164	5	’	’	PART
bece-75	164	6	mathematics	mathematic	NOUN
bece-75	164	7	education	education	NOUN
bece-75	164	8	major	major	ADJ
bece-75	164	9	and	and	CCONJ
bece-75	164	10	mathematics	mathematic	NOUN
bece-75	164	11	education	education	NOUN
bece-75	164	12	training	training	NOUN
bece-75	164	13	on	on	ADP
bece-75	164	14	students	student	NOUN
bece-75	164	15	’	'	PUNCT
bece-75	164	16	mathematical	mathematical	ADJ
bece-75	164	17	achievement	achievement	NOUN
bece-75	164	18	the	the	DET
bece-75	164	19	results	result	NOUN
bece-75	164	20	in	in	ADP
bece-75	164	21	table	table	NOUN
bece-75	164	22	5	5	NUM
bece-75	164	23	show	show	VERB
bece-75	164	24	that	that	SCONJ
bece-75	164	25	there	there	PRON
bece-75	164	26	is	be	VERB
bece-75	164	27	no	no	DET
bece-75	164	28	significant	significant	ADJ
bece-75	164	29	difference	difference	NOUN
bece-75	164	30	in	in	ADP
bece-75	164	31	the	the	DET
bece-75	164	32	mathematics	mathematics	NOUN
bece-75	164	33	scores	score	NOUN
bece-75	164	34	of	of	ADP
bece-75	164	35	the	the	DET
bece-75	164	36	students	student	NOUN
bece-75	164	37	taught	teach	VERB
bece-75	164	38	by	by	ADP
bece-75	164	39	the	the	DET
bece-75	164	40	mathematics	mathematics	PROPN
bece-75	164	41	education	education	NOUN
bece-75	164	42	majors	major	NOUN
bece-75	164	43	and	and	CCONJ
bece-75	164	44	the	the	DET
bece-75	164	45	nonmathematics	nonmathematic	NOUN
bece-75	164	46	education	education	PROPN
bece-75	164	47	teachers	teacher	NOUN
bece-75	164	48	.	.	PUNCT
bece-75	165	1	students	student	NOUN
bece-75	165	2	who	who	PRON
bece-75	165	3	have	have	AUX
bece-75	165	4	participated	participate	VERB
bece-75	165	5	in	in	ADP
bece-75	165	6	mathematics	mathematics	NOUN
bece-75	165	7	education	education	NOUN
bece-75	165	8	training	training	NOUN
bece-75	165	9	have	have	VERB
bece-75	165	10	better	well	ADJ
bece-75	165	11	math	math	NOUN
bece-75	165	12	scores	score	NOUN
bece-75	165	13	.	.	PUNCT
bece-75	166	1	comparing	compare	VERB
bece-75	166	2	the	the	DET
bece-75	166	3	influence	influence	NOUN
bece-75	166	4	of	of	ADP
bece-75	166	5	two	two	NUM
bece-75	166	6	variables	variable	NOUN
bece-75	166	7	on	on	ADP
bece-75	166	8	students	student	NOUN
bece-75	166	9	’	’	PART
bece-75	166	10	mathematics	mathematic	NOUN
bece-75	166	11	scores	score	NOUN
bece-75	166	12	,	,	PUNCT
bece-75	166	13	it	it	PRON
bece-75	166	14	is	be	AUX
bece-75	166	15	found	find	VERB
bece-75	166	16	that	that	SCONJ
bece-75	166	17	teachers	teacher	NOUN
bece-75	166	18	master	master	PROPN
bece-75	166	19	more	more	ADJ
bece-75	166	20	mathematics	mathematics	PROPN
bece-75	166	21	education	education	NOUN
bece-75	166	22	theories	theory	NOUN
bece-75	166	23	have	have	VERB
bece-75	166	24	positive	positive	ADJ
bece-75	166	25	effects	effect	NOUN
bece-75	166	26	on	on	ADP
bece-75	166	27	students	student	NOUN
bece-75	166	28	’	’	PART
bece-75	166	29	mathematics	mathematic	NOUN
bece-75	166	30	scores	score	NOUN
bece-75	166	31	.	.	PUNCT
bece-75	167	1	however	however	ADV
bece-75	167	2	,	,	PUNCT
bece-75	167	3	the	the	DET
bece-75	167	4	teaching	teaching	NOUN
bece-75	167	5	effects	effect	NOUN
bece-75	167	6	of	of	ADP
bece-75	167	7	teachers	teacher	NOUN
bece-75	167	8	in	in	ADP
bece-75	167	9	mathematics	mathematics	PROPN
bece-75	167	10	education	education	NOUN
bece-75	167	11	and	and	CCONJ
bece-75	167	12	non	non	ADJ
bece-75	167	13	-	-	ADJ
bece-75	167	14	mathematics	mathematics	ADJ
bece-75	167	15	education	education	NOUN
bece-75	167	16	teachers	teacher	NOUN
bece-75	167	17	are	be	AUX
bece-75	167	18	not	not	PART
bece-75	167	19	significantly	significantly	ADV
bece-75	167	20	different	different	ADJ
bece-75	167	21	.	.	PUNCT
bece-75	168	1	the	the	DET
bece-75	168	2	reason	reason	NOUN
bece-75	168	3	may	may	AUX
bece-75	168	4	be	be	AUX
bece-75	168	5	that	that	SCONJ
bece-75	168	6	the	the	DET
bece-75	168	7	teaching	teaching	NOUN
bece-75	168	8	of	of	ADP
bece-75	168	9	traditional	traditional	ADJ
bece-75	168	10	mathematics	mathematic	NOUN
bece-75	168	11	education	education	NOUN
bece-75	168	12	theory	theory	NOUN
bece-75	168	13	does	do	AUX
bece-75	168	14	not	not	PART
bece-75	168	15	use	use	VERB
bece-75	168	16	actual	actual	ADJ
bece-75	168	17	cases	case	NOUN
bece-75	168	18	as	as	ADP
bece-75	168	19	a	a	DET
bece-75	168	20	carrier	carrier	NOUN
bece-75	168	21	.	.	PUNCT
bece-75	169	1	therefore	therefore	ADV
bece-75	169	2	,	,	PUNCT
bece-75	169	3	teachers	teacher	NOUN
bece-75	169	4	can	can	AUX
bece-75	169	5	not	not	PART
bece-75	169	6	truly	truly	ADV
bece-75	169	7	apply	apply	VERB
bece-75	169	8	the	the	DET
bece-75	169	9	learned	learn	VERB
bece-75	169	10	education	education	NOUN
bece-75	169	11	theory	theory	NOUN
bece-75	169	12	to	to	ADP
bece-75	169	13	classroom	classroom	NOUN
bece-75	169	14	teaching	teaching	NOUN
bece-75	169	15	,	,	PUNCT
bece-75	169	16	thus	thus	ADV
bece-75	169	17	making	make	VERB
bece-75	169	18	the	the	DET
bece-75	169	19	effect	effect	NOUN
bece-75	169	20	of	of	ADP
bece-75	169	21	educational	educational	ADJ
bece-75	169	22	theory	theory	NOUN
bece-75	169	23	learning	learn	VERB
bece-75	169	24	greatly	greatly	ADV
bece-75	169	25	compromised	compromise	VERB
bece-75	169	26	.	.	PUNCT
bece-75	170	1	in	in	ADP
bece-75	170	2	view	view	NOUN
bece-75	170	3	of	of	ADP
bece-75	170	4	this	this	PRON
bece-75	170	5	,	,	PUNCT
bece-75	170	6	it	it	PRON
bece-75	170	7	is	be	AUX
bece-75	170	8	recommended	recommend	VERB
bece-75	170	9	to	to	PART
bece-75	170	10	combine	combine	VERB
bece-75	170	11	educational	educational	ADJ
bece-75	170	12	theory	theory	NOUN
bece-75	170	13	and	and	CCONJ
bece-75	170	14	practice	practice	NOUN
bece-75	170	15	when	when	SCONJ
bece-75	170	16	teaching	teach	VERB
bece-75	170	17	educational	educational	ADJ
bece-75	170	18	theory	theory	NOUN
bece-75	170	19	,	,	PUNCT
bece-75	170	20	to	to	PART
bece-75	170	21	provide	provide	VERB
bece-75	170	22	teachers	teacher	NOUN
bece-75	170	23	with	with	ADP
bece-75	170	24	more	more	ADV
bece-75	170	25	practical	practical	ADJ
bece-75	170	26	teaching	teaching	NOUN
bece-75	170	27	cases	case	NOUN
bece-75	170	28	,	,	PUNCT
bece-75	170	29	or	or	CCONJ
bece-75	170	30	to	to	PART
bece-75	170	31	answer	answer	VERB
bece-75	170	32	the	the	DET
bece-75	170	33	problems	problem	NOUN
bece-75	170	34	encountered	encounter	VERB
bece-75	170	35	by	by	ADP
bece-75	170	36	teachers	teacher	NOUN
bece-75	170	37	in	in	ADP
bece-75	170	38	real	real	ADJ
bece-75	170	39	teaching	teaching	NOUN
bece-75	170	40	.	.	PUNCT
bece-75	171	1	in	in	ADP
bece-75	171	2	addition	addition	NOUN
bece-75	171	3	,	,	PUNCT
bece-75	171	4	the	the	DET
bece-75	171	5	relevant	relevant	ADJ
bece-75	171	6	education	education	NOUN
bece-75	171	7	departments	department	NOUN
bece-75	171	8	are	be	AUX
bece-75	171	9	also	also	ADV
bece-75	171	10	encouraged	encourage	VERB
bece-75	171	11	to	to	PART
bece-75	171	12	regularly	regularly	ADV
bece-75	171	13	organize	organize	VERB
bece-75	171	14	mathematics	mathematics	PROPN
bece-75	171	15	education	education	NOUN
bece-75	171	16	training	training	NOUN
bece-75	171	17	,	,	PUNCT
bece-75	171	18	and	and	CCONJ
bece-75	171	19	strive	strive	VERB
bece-75	171	20	to	to	PART
bece-75	171	21	implement	implement	VERB
bece-75	171	22	education	education	NOUN
bece-75	171	23	theory	theory	NOUN
bece-75	171	24	into	into	ADP
bece-75	171	25	classroom	classroom	NOUN
bece-75	171	26	teaching	teaching	NOUN
bece-75	171	27	.	.	PUNCT
bece-75	172	1	overall	overall	ADV
bece-75	172	2	,	,	PUNCT
bece-75	172	3	the	the	DET
bece-75	172	4	study	study	NOUN
bece-75	172	5	has	have	AUX
bece-75	172	6	made	make	VERB
bece-75	172	7	some	some	DET
bece-75	172	8	meaningful	meaningful	ADJ
bece-75	172	9	conclusions	conclusion	NOUN
bece-75	172	10	.	.	PUNCT
bece-75	173	1	at	at	ADP
bece-75	173	2	the	the	DET
bece-75	173	3	same	same	ADJ
bece-75	173	4	time	time	NOUN
bece-75	173	5	,	,	PUNCT
bece-75	173	6	there	there	PRON
bece-75	173	7	are	be	VERB
bece-75	173	8	problems	problem	NOUN
bece-75	173	9	in	in	ADP
bece-75	173	10	this	this	DET
bece-75	173	11	study	study	NOUN
bece-75	173	12	,	,	PUNCT
bece-75	173	13	through	through	ADP
bece-75	173	14	the	the	DET
bece-75	173	15	interpretation	interpretation	NOUN
bece-75	173	16	of	of	ADP
bece-75	173	17	inter	inter	ADJ
bece-75	173	18	-	-	ADJ
bece-75	173	19	teacher	teacher	ADJ
bece-75	173	20	variation	variation	NOUN
bece-75	173	21	.	.	PUNCT
bece-75	174	1	we	we	PRON
bece-75	174	2	find	find	VERB
bece-75	174	3	that	that	SCONJ
bece-75	174	4	the	the	DET
bece-75	174	5	addition	addition	NOUN
bece-75	174	6	of	of	ADP
bece-75	174	7	teacher	teacher	NOUN
bece-75	174	8	variables	variable	NOUN
bece-75	174	9	does	do	AUX
bece-75	174	10	cause	cause	VERB
bece-75	174	11	a	a	DET
bece-75	174	12	large	large	ADJ
bece-75	174	13	decline	decline	NOUN
bece-75	174	14	in	in	ADP
bece-75	174	15	teacher	teacher	NOUN
bece-75	174	16	-	-	PUNCT
bece-75	174	17	toteacher	toteacher	NOUN
bece-75	174	18	variation	variation	NOUN
bece-75	174	19	,	,	PUNCT
bece-75	174	20	but	but	CCONJ
bece-75	174	21	there	there	PRON
bece-75	174	22	are	be	VERB
bece-75	174	23	still	still	ADV
bece-75	174	24	large	large	ADJ
bece-75	174	25	inter	inter	ADJ
bece-75	174	26	-	-	ADJ
bece-75	174	27	teacher	teacher	NOUN
bece-75	174	28	differences	difference	NOUN
bece-75	174	29	.	.	PUNCT
bece-75	175	1	there	there	PRON
bece-75	175	2	are	be	VERB
bece-75	175	3	two	two	NUM
bece-75	175	4	reasons	reason	NOUN
bece-75	175	5	for	for	ADP
bece-75	175	6	this	this	PRON
bece-75	175	7	:	:	PUNCT
bece-75	175	8	first	first	ADV
bece-75	175	9	,	,	PUNCT
bece-75	175	10	the	the	DET
bece-75	175	11	timss	timss	PROPN
bece-75	175	12	study	study	NOUN
bece-75	175	13	is	be	AUX
bece-75	175	14	conducted	conduct	VERB
bece-75	175	15	once	once	ADV
bece-75	175	16	every	every	DET
bece-75	175	17	four	four	NUM
bece-75	175	18	years	year	NOUN
bece-75	175	19	,	,	PUNCT
bece-75	175	20	so	so	CCONJ
bece-75	175	21	the	the	DET
bece-75	175	22	student	student	NOUN
bece-75	175	23	’s	’s	PART
bece-75	175	24	math	math	NOUN
bece-75	175	25	scores	score	NOUN
bece-75	175	26	are	be	AUX
bece-75	175	27	not	not	PART
bece-75	175	28	continuous	continuous	ADJ
bece-75	175	29	,	,	PUNCT
bece-75	175	30	and	and	CCONJ
bece-75	175	31	the	the	DET
bece-75	175	32	characteristics	characteristic	NOUN
bece-75	175	33	of	of	ADP
bece-75	175	34	the	the	DET
bece-75	175	35	student	student	NOUN
bece-75	175	36	’s	’s	PART
bece-75	175	37	current	current	ADJ
bece-75	175	38	math	math	NOUN
bece-75	175	39	scores	score	NOUN
bece-75	175	40	can	can	AUX
bece-75	175	41	not	not	PART
bece-75	175	42	be	be	AUX
bece-75	175	43	linked	link	VERB
bece-75	175	44	to	to	ADP
bece-75	175	45	the	the	DET
bece-75	175	46	teacher	teacher	NOUN
bece-75	175	47	factors	factor	NOUN
bece-75	175	48	at	at	ADP
bece-75	175	49	this	this	DET
bece-75	175	50	time	time	NOUN
bece-75	175	51	.	.	PUNCT
bece-75	176	1	secondly	secondly	ADV
bece-75	176	2	,	,	PUNCT
bece-75	176	3	the	the	DET
bece-75	176	4	student	student	NOUN
bece-75	176	5	’s	’s	PART
bece-75	176	6	academic	academic	ADJ
bece-75	176	7	performance	performance	NOUN
bece-75	176	8	itself	itself	PRON
bece-75	176	9	is	be	AUX
bece-75	176	10	affected	affect	VERB
bece-75	176	11	by	by	ADP
bece-75	176	12	many	many	ADJ
bece-75	176	13	factors	factor	NOUN
bece-75	176	14	,	,	PUNCT
bece-75	176	15	and	and	CCONJ
bece-75	176	16	is	be	AUX
bece-75	176	17	also	also	ADV
bece-75	176	18	affected	affect	VERB
bece-75	176	19	by	by	ADP
bece-75	176	20	the	the	DET
bece-75	176	21	initial	initial	ADJ
bece-75	176	22	mathematics	mathematic	NOUN
bece-75	176	23	scores	score	NOUN
bece-75	176	24	,	,	PUNCT
bece-75	176	25	and	and	CCONJ
bece-75	176	26	the	the	DET
bece-75	176	27	students	student	NOUN
bece-75	176	28	’	’	PART
bece-75	176	29	mathematics	mathematic	NOUN
bece-75	176	30	scores	score	NOUN
bece-75	176	31	themselves	themselves	PRON
bece-75	176	32	may	may	AUX
bece-75	176	33	also	also	ADV
bece-75	176	34	difbai	difbai	VERB
bece-75	176	35	,	,	PUNCT
bece-75	176	36	et	et	PROPN
bece-75	177	1	al	al	PROPN
bece-75	177	2	.	.	PROPN
bece-75	178	1	teacher	teacher	NOUN
bece-75	178	2	variables	variable	NOUN
bece-75	178	3	and	and	CCONJ
bece-75	178	4	students	student	NOUN
bece-75	178	5	’	'	PUNCT
bece-75	178	6	mathematical	mathematical	ADJ
bece-75	178	7	achievements	achievement	NOUN
bece-75	178	8	.	.	PUNCT
bece-75	179	1	vol.3	vol.3	PROPN
bece-75	179	2	,	,	PUNCT
bece-75	179	3	no	no	INTJ
bece-75	179	4	.	.	NOUN
bece-75	179	5	2	2	NUM
bece-75	179	6	,	,	PUNCT
bece-75	179	7	2019	2019	NUM
bece-75	179	8	359	359	NUM
bece-75	179	9	fer	fer	PROPN
bece-75	179	10	.	.	PUNCT
bece-75	180	1	therefore	therefore	ADV
bece-75	180	2	,	,	PUNCT
bece-75	180	3	the	the	DET
bece-75	180	4	influence	influence	NOUN
bece-75	180	5	of	of	ADP
bece-75	180	6	teacher	teacher	NOUN
bece-75	180	7	variables	variable	NOUN
bece-75	180	8	on	on	ADP
bece-75	180	9	students	student	NOUN
bece-75	180	10	’	’	PART
bece-75	180	11	mathematics	mathematic	NOUN
bece-75	180	12	scores	score	NOUN
bece-75	180	13	is	be	AUX
bece-75	180	14	still	still	ADV
bece-75	180	15	somewhat	somewhat	ADV
bece-75	180	16	exploratory	exploratory	ADJ
bece-75	180	17	.	.	PUNCT
bece-75	181	1	references	reference	NOUN
bece-75	181	2	bülent	bülent	NOUN
bece-75	181	3	,	,	PUNCT
bece-75	181	4	a.	a.	PROPN
bece-75	181	5	,	,	PUNCT
bece-75	181	6	&	&	CCONJ
bece-75	181	7	erden	erden	PROPN
bece-75	181	8	,	,	PUNCT
bece-75	181	9	m.	m.	NOUN
bece-75	181	10	(	(	PUNCT
bece-75	181	11	2006	2006	NUM
bece-75	181	12	)	)	PUNCT
bece-75	181	13	the	the	DET
bece-75	181	14	effects	effect	NOUN
bece-75	181	15	of	of	ADP
bece-75	181	16	primary	primary	ADJ
bece-75	181	17	school	school	NOUN
bece-75	181	18	teachers	teacher	NOUN
bece-75	181	19	’	’	PART
bece-75	181	20	attitudes	attitude	NOUN
bece-75	181	21	towards	towards	ADP
bece-75	181	22	the	the	DET
bece-75	181	23	mathematics	mathematic	NOUN
bece-75	181	24	achievement	achievement	NOUN
bece-75	181	25	fourth	fourth	ADJ
bece-75	181	26	grade	grade	NOUN
bece-75	181	27	students	student	NOUN
bece-75	181	28	by	by	ADP
bece-75	181	29	gender	gender	NOUN
bece-75	181	30	.	.	PUNCT
bece-75	182	1	j	j	PROPN
bece-75	182	2	edu	edu	PROPN
bece-75	182	3	faculty	faculty	PROPN
bece-75	182	4	,	,	PUNCT
bece-75	182	5	8(1	8(1	NOUN
bece-75	182	6	):	):	PUNCT
bece-75	182	7	1321	1321	NUM
bece-75	182	8	.	.	PUNCT
bece-75	183	1	cao	cao	PROPN
bece-75	183	2	,	,	PUNCT
bece-75	183	3	y.m	y.m	PROPN
bece-75	183	4	.	.	PROPN
bece-75	183	5	,	,	PUNCT
bece-75	183	6	yu	yu	PROPN
bece-75	183	7	,	,	PUNCT
bece-75	183	8	g.w	g.w	PROPN
bece-75	183	9	.	.	PROPN
bece-75	183	10	(	(	PUNCT
bece-75	183	11	2017	2017	NUM
bece-75	183	12	)	)	PUNCT
bece-75	183	13	research	research	NOUN
bece-75	183	14	on	on	ADP
bece-75	183	15	the	the	DET
bece-75	183	16	critical	critical	ADJ
bece-75	183	17	level	level	NOUN
bece-75	183	18	of	of	ADP
bece-75	183	19	the	the	DET
bece-75	183	20	critical	critical	ADJ
bece-75	183	21	pedagogical	pedagogical	ADJ
bece-75	183	22	behaviors	behavior	NOUN
bece-75	183	23	in	in	ADP
bece-75	183	24	middle	middle	ADJ
bece-75	183	25	school	school	NOUN
bece-75	183	26	mathematics	mathematic	NOUN
bece-75	183	27	classroom	classroom	NOUN
bece-75	183	28	.	.	PUNCT
bece-75	184	1	j	j	PROPN
bece-75	184	2	math	math	PROPN
bece-75	184	3	edu	edu	PROPN
bece-75	184	4	,	,	PUNCT
bece-75	184	5	26(1	26(1	NUM
bece-75	184	6	):	):	PUNCT
bece-75	184	7	2	2	NUM
bece-75	184	8	-	-	SYM
bece-75	184	9	6	6	NUM
bece-75	184	10	.	.	PUNCT
bece-75	185	1	dedrick	dedrick	PROPN
bece-75	185	2	,	,	PUNCT
bece-75	185	3	r.f	r.f	PROPN
bece-75	185	4	.	.	PROPN
bece-75	185	5	(	(	PUNCT
bece-75	185	6	2009	2009	NUM
bece-75	185	7	)	)	PUNCT
bece-75	185	8	multilevel	multilevel	NOUN
bece-75	185	9	modeling	modeling	NOUN
bece-75	185	10	:	:	PUNCT
bece-75	185	11	a	a	DET
bece-75	185	12	review	review	NOUN
bece-75	185	13	of	of	ADP
bece-75	185	14	methodological	methodological	ADJ
bece-75	185	15	issues	issue	NOUN
bece-75	185	16	and	and	CCONJ
bece-75	185	17	applications	application	NOUN
bece-75	185	18	.	.	PUNCT
bece-75	186	1	rev	rev	PROPN
bece-75	186	2	edu	edu	PROPN
bece-75	186	3	res	res	PROPN
bece-75	186	4	,	,	PUNCT
bece-75	186	5	79(1	79(1	NUM
bece-75	186	6	):	):	PUNCT
bece-75	186	7	69	69	NUM
bece-75	186	8	-	-	SYM
bece-75	186	9	102	102	NUM
bece-75	186	10	.	.	PUNCT
bece-75	187	1	gao	gao	PROPN
bece-75	187	2	,	,	PUNCT
bece-75	187	3	x.	x.	PROPN
bece-75	187	4	,	,	PUNCT
bece-75	187	5	&	&	CCONJ
bece-75	187	6	zhang	zhang	PROPN
bece-75	187	7	,	,	PUNCT
bece-75	187	8	b.	b.	PROPN
bece-75	187	9	(	(	PUNCT
bece-75	187	10	2016	2016	NUM
bece-75	187	11	)	)	PUNCT
bece-75	187	12	research	research	NOUN
bece-75	187	13	on	on	ADP
bece-75	187	14	the	the	DET
bece-75	187	15	evaluation	evaluation	NOUN
bece-75	187	16	and	and	CCONJ
bece-75	187	17	compilation	compilation	NOUN
bece-75	187	18	of	of	ADP
bece-75	187	19	question	question	NOUN
bece-75	187	20	strings	string	NOUN
bece-75	187	21	by	by	ADP
bece-75	187	22	high	high	ADJ
bece-75	187	23	school	school	NOUN
bece-75	187	24	mathematics	mathematic	NOUN
bece-75	187	25	teachers	teacher	NOUN
bece-75	187	26	.	.	PUNCT
bece-75	188	1	j	j	PROPN
bece-75	188	2	math	math	PROPN
bece-75	188	3	edu	edu	PROPN
bece-75	188	4	,	,	PUNCT
bece-75	188	5	25(3	25(3	NUM
bece-75	188	6	):	):	PUNCT
bece-75	188	7	66	66	NUM
bece-75	188	8	-	-	SYM
bece-75	188	9	70	70	NUM
bece-75	188	10	.	.	PUNCT
bece-75	189	1	herlihy	herlihy	PROPN
bece-75	189	2	,	,	PUNCT
bece-75	189	3	c.	c.	PROPN
bece-75	189	4	(	(	PUNCT
bece-75	189	5	2005	2005	NUM
bece-75	189	6	)	)	PUNCT
bece-75	189	7	state	state	NOUN
bece-75	189	8	and	and	CCONJ
bece-75	189	9	local	local	ADJ
bece-75	189	10	efforts	effort	NOUN
bece-75	189	11	to	to	PART
bece-75	189	12	investigate	investigate	VERB
bece-75	189	13	the	the	DET
bece-75	189	14	validity	validity	NOUN
bece-75	189	15	and	and	CCONJ
bece-75	189	16	reliability	reliability	NOUN
bece-75	189	17	of	of	ADP
bece-75	189	18	scores	score	NOUN
bece-75	189	19	from	from	ADP
bece-75	189	20	teacher	teacher	NOUN
bece-75	189	21	evaluation	evaluation	NOUN
bece-75	189	22	systems	system	NOUN
bece-75	189	23	.	.	PUNCT
bece-75	190	1	teach	teach	VERB
bece-75	190	2	coll	coll	PROPN
bece-75	190	3	rec	rec	PROPN
bece-75	190	4	,	,	PUNCT
bece-75	190	5	116(1	116(1	NUM
bece-75	190	6	):	):	PUNCT
bece-75	190	7	463	463	NUM
bece-75	190	8	-	-	SYM
bece-75	190	9	465	465	NUM
bece-75	190	10	.	.	PUNCT
bece-75	191	1	huang	huang	PROPN
bece-75	191	2	,	,	PUNCT
bece-75	191	3	h.	h.	PROPN
bece-75	191	4	,	,	PUNCT
bece-75	191	5	&	&	CCONJ
bece-75	191	6	xin	xin	PROPN
bece-75	191	7	,	,	PUNCT
bece-75	191	8	t.	t.	PROPN
bece-75	191	9	(	(	PUNCT
bece-75	191	10	2007	2007	NUM
bece-75	191	11	)	)	PUNCT
bece-75	191	12	the	the	DET
bece-75	191	13	influence	influence	NOUN
bece-75	191	14	of	of	ADP
bece-75	191	15	teacher	teacher	NOUN
bece-75	191	16	’s	’s	PART
bece-75	191	17	classroom	classroom	NOUN
bece-75	191	18	teaching	teach	VERB
bece-75	191	19	behavior	behavior	NOUN
bece-75	191	20	on	on	ADP
bece-75	191	21	students	student	NOUN
bece-75	191	22	’	'	PUNCT
bece-75	191	23	academic	academic	ADJ
bece-75	191	24	achievements	achievement	NOUN
bece-75	191	25	:	:	PUNCT
bece-75	191	26	a	a	DET
bece-75	191	27	crosscultural	crosscultural	ADJ
bece-75	191	28	study	study	NOUN
bece-75	191	29	.	.	PUNCT
bece-75	192	1	psychol	psychol	PROPN
bece-75	192	2	develop	develop	VERB
bece-75	192	3	edu	edu	PROPN
bece-75	192	4	,	,	PUNCT
bece-75	192	5	23(4):57	23(4):57	NOUN
bece-75	192	6	-	-	SYM
bece-75	192	7	62	62	NUM
bece-75	192	8	.	.	PUNCT
bece-75	193	1	huang	huang	PROPN
bece-75	193	2	,	,	PUNCT
bece-75	193	3	x.f	x.f	PROPN
bece-75	193	4	.	.	PROPN
bece-75	193	5	,	,	PUNCT
bece-75	193	6	pang	pang	NOUN
bece-75	193	7	,	,	PUNCT
bece-75	193	8	y.l	y.l	PROPN
bece-75	193	9	.	.	PROPN
bece-75	193	10	,	,	PUNCT
bece-75	193	11	&	&	CCONJ
bece-75	193	12	li	li	PROPN
bece-75	193	13	,	,	PUNCT
bece-75	193	14	s.z	s.z	PROPN
bece-75	193	15	.	.	PUNCT
bece-75	193	16	(	(	PUNCT
bece-75	193	17	2009	2009	NUM
bece-75	193	18	)	)	PUNCT
bece-75	193	19	inheritance	inheritance	NOUN
bece-75	193	20	and	and	CCONJ
bece-75	193	21	development	development	NOUN
bece-75	193	22	of	of	ADP
bece-75	193	23	teaching	teaching	NOUN
bece-75	193	24	behavior	behavior	NOUN
bece-75	193	25	of	of	ADP
bece-75	193	26	mathematics	mathematics	PROPN
bece-75	193	27	classroom	classroom	NOUN
bece-75	193	28	teachers	teacher	NOUN
bece-75	193	29	:	:	PUNCT
bece-75	193	30	comparative	comparative	ADJ
bece-75	193	31	study	study	NOUN
bece-75	193	32	of	of	ADP
bece-75	193	33	three	three	NUM
bece-75	193	34	video	video	NOUN
bece-75	193	35	lessons	lesson	NOUN
bece-75	193	36	.	.	PUNCT
bece-75	194	1	j	j	PROPN
bece-75	194	2	math	math	PROPN
bece-75	194	3	edu	edu	PROPN
bece-75	194	4	,	,	PUNCT
bece-75	194	5	18(6	18(6	NOUN
bece-75	194	6	):	):	PUNCT
bece-75	194	7	54	54	NUM
bece-75	194	8	-	-	SYM
bece-75	194	9	57	57	NUM
bece-75	194	10	.	.	PUNCT
bece-75	195	1	huang	huang	PROPN
bece-75	195	2	,	,	PUNCT
bece-75	195	3	y.c	y.c	PROPN
bece-75	195	4	.	.	PROPN
bece-75	195	5	(	(	PUNCT
bece-75	195	6	2016	2016	NUM
bece-75	195	7	)	)	PUNCT
bece-75	195	8	four	four	NUM
bece-75	195	9	elements	element	NOUN
bece-75	195	10	of	of	ADP
bece-75	195	11	teacher	teacher	NOUN
bece-75	195	12	’s	’s	PART
bece-75	195	13	classroom	classroom	NOUN
bece-75	195	14	teaching	teaching	NOUN
bece-75	195	15	behavior	behavior	NOUN
bece-75	195	16	.	.	PUNCT
bece-75	196	1	j	j	PROPN
bece-75	196	2	math	math	PROPN
bece-75	196	3	edu	edu	PROPN
bece-75	196	4	,	,	PUNCT
bece-75	196	5	25(1	25(1	NUM
bece-75	196	6	):	):	PUNCT
bece-75	196	7	72	72	NUM
bece-75	196	8	-	-	SYM
bece-75	196	9	74	74	NUM
bece-75	196	10	.	.	PUNCT
bece-75	197	1	li	li	PROPN
bece-75	197	2	,	,	PUNCT
bece-75	197	3	q.	q.	PROPN
bece-75	197	4	,	,	PUNCT
bece-75	197	5	ni	ni	PROPN
bece-75	197	6	,	,	PUNCT
bece-75	197	7	y.j	y.j	PROPN
bece-75	197	8	.	.	PUNCT
bece-75	197	9	(	(	PUNCT
bece-75	197	10	2006	2006	NUM
bece-75	197	11	)	)	PUNCT
bece-75	197	12	multi	multi	ADJ
bece-75	197	13	-	-	ADJ
bece-75	197	14	level	level	NOUN
bece-75	197	15	analysis	analysis	NOUN
bece-75	197	16	of	of	ADP
bece-75	197	17	the	the	DET
bece-75	197	18	influence	influence	NOUN
bece-75	197	19	of	of	ADP
bece-75	197	20	teacher	teacher	NOUN
bece-75	197	21	variables	variable	NOUN
bece-75	197	22	on	on	ADP
bece-75	197	23	pupils	pupil	NOUN
bece-75	197	24	’	'	PUNCT
bece-75	197	25	math	math	NOUN
bece-75	197	26	learning	learning	NOUN
bece-75	197	27	achievements	achievement	NOUN
bece-75	197	28	.	.	PUNCT
bece-75	198	1	j	j	PROPN
bece-75	198	2	teach	teach	VERB
bece-75	198	3	edu	edu	PROPN
bece-75	198	4	,	,	PUNCT
bece-75	198	5	18(3	18(3	NUM
bece-75	198	6	):	):	PUNCT
bece-75	198	7	74	74	NUM
bece-75	198	8	-	-	SYM
bece-75	198	9	80	80	NUM
bece-75	198	10	.	.	PUNCT
bece-75	199	1	peterson	peterson	PROPN
bece-75	199	2	,	,	PUNCT
bece-75	199	3	p.l	p.l	PROPN
bece-75	199	4	.	.	PROPN
bece-75	199	5	,	,	PUNCT
bece-75	199	6	marx	marx	PROPN
bece-75	199	7	,	,	PUNCT
bece-75	199	8	r.w	r.w	PROPN
bece-75	199	9	.	.	PROPN
bece-75	199	10	,	,	PUNCT
bece-75	199	11	&	&	CCONJ
bece-75	199	12	clark	clark	PROPN
bece-75	199	13	,	,	PUNCT
bece-75	199	14	c.m	c.m	PROPN
bece-75	199	15	.	.	PROPN
bece-75	199	16	(	(	PUNCT
bece-75	199	17	1978	1978	NUM
bece-75	199	18	)	)	PUNCT
bece-75	199	19	teacher	teacher	NOUN
bece-75	199	20	planning	planning	NOUN
bece-75	199	21	,	,	PUNCT
bece-75	199	22	teacher	teacher	NOUN
bece-75	199	23	behavior	behavior	NOUN
bece-75	199	24	,	,	PUNCT
bece-75	199	25	and	and	CCONJ
bece-75	199	26	student	student	NOUN
bece-75	199	27	achievement	achievement	NOUN
bece-75	199	28	.	.	PUNCT
bece-75	200	1	am	be	AUX
bece-75	200	2	edu	edu	PROPN
bece-75	200	3	res	res	PROPN
bece-75	200	4	j	j	PROPN
bece-75	200	5	,	,	PUNCT
bece-75	200	6	15(3	15(3	NUM
bece-75	200	7	):	):	PUNCT
bece-75	200	8	417	417	NUM
bece-75	200	9	-	-	SYM
bece-75	200	10	432	432	NUM
bece-75	200	11	.	.	PUNCT
bece-75	201	1	walsh	walsh	NOUN
bece-75	201	2	-	-	PUNCT
bece-75	201	3	cavazos	cavazos	PROPN
bece-75	201	4	,	,	PUNCT
bece-75	201	5	s.a	s.a	PROPN
bece-75	201	6	.	.	PROPN
bece-75	201	7	(	(	PUNCT
bece-75	201	8	1994	1994	NUM
bece-75	201	9	)	)	PUNCT
bece-75	201	10	study	study	NOUN
bece-75	201	11	of	of	ADP
bece-75	201	12	the	the	DET
bece-75	201	13	effects	effect	NOUN
bece-75	201	14	of	of	ADP
bece-75	201	15	a	a	DET
bece-75	201	16	mathematics	mathematics	NOUN
bece-75	201	17	staff	staff	NOUN
bece-75	201	18	development	development	NOUN
bece-75	201	19	module	module	NOUN
bece-75	201	20	on	on	ADP
bece-75	201	21	teachers	teacher	NOUN
bece-75	201	22	’	'	PUNCT
bece-75	201	23	and	and	CCONJ
bece-75	201	24	students	student	NOUN
bece-75	201	25	’	'	PUNCT
bece-75	201	26	achievement	achievement	NOUN
bece-75	201	27	.	.	PUNCT
bece-75	202	1	texas	texas	PROPN
bece-75	202	2	tech	tech	PROPN
bece-75	202	3	univ	univ	PROPN
bece-75	202	4	,	,	PUNCT
bece-75	202	5	texas	texas	PROPN
bece-75	202	6	.	.	PUNCT
bece-75	203	1	xie	xie	PROPN
bece-75	203	2	,	,	PUNCT
bece-75	203	3	m.	m.	NOUN
bece-75	203	4	,	,	PUNCT
bece-75	203	5	xin	xin	PROPN
bece-75	203	6	,	,	PUNCT
bece-75	203	7	t.	t.	PROPN
bece-75	203	8	,	,	PUNCT
bece-75	203	9	&	&	CCONJ
bece-75	203	10	li	li	PROPN
bece-75	203	11	,	,	PUNCT
bece-75	203	12	d.w	d.w	PROPN
bece-75	203	13	.	.	PUNCT
bece-75	203	14	(	(	PUNCT
bece-75	203	15	2008	2008	NUM
bece-75	203	16	)	)	PUNCT
bece-75	203	17	the	the	DET
bece-75	203	18	influence	influence	NOUN
bece-75	203	19	of	of	ADP
bece-75	203	20	teacher	teacher	NOUN
bece-75	203	21	qualification	qualification	NOUN
bece-75	203	22	and	and	CCONJ
bece-75	203	23	career	career	NOUN
bece-75	203	24	development	development	NOUN
bece-75	203	25	factors	factor	NOUN
bece-75	203	26	on	on	ADP
bece-75	203	27	students	student	NOUN
bece-75	203	28	’	'	PUNCT
bece-75	203	29	mathematical	mathematical	ADJ
bece-75	203	30	achievements	achievement	NOUN
bece-75	203	31	:	:	PUNCT
bece-75	203	32	a	a	DET
bece-75	203	33	cross	cross	ADJ
bece-75	203	34	-	-	ADJ
bece-75	203	35	cultural	cultural	ADJ
bece-75	203	36	comparison	comparison	NOUN
bece-75	203	37	.	.	PUNCT
bece-75	204	1	stud	stud	PROPN
bece-75	204	2	psychol	psychol	PROPN
bece-75	204	3	behav	behav	PROPN
bece-75	204	4	,	,	PUNCT
bece-75	204	5	6(2	6(2	NUM
bece-75	204	6	):	):	PUNCT
bece-75	204	7	124	124	NUM
bece-75	204	8	-	-	SYM
bece-75	204	9	129	129	NUM
bece-75	204	10	.	.	PUNCT
bece-75	205	1	xin	xin	PROPN
bece-75	205	2	,	,	PUNCT
bece-75	205	3	t.	t.	PROPN
bece-75	205	4	,	,	PUNCT
bece-75	205	5	xu	xu	PROPN
bece-75	205	6	,	,	PUNCT
bece-75	205	7	z.	z.	PROPN
bece-75	205	8	,	,	PUNCT
bece-75	205	9	&	&	CCONJ
bece-75	205	10	tatsuoka	tatsuoka	PROPN
bece-75	205	11	,	,	PUNCT
bece-75	205	12	k.	k.	PROPN
bece-75	205	13	(	(	PUNCT
bece-75	205	14	2004	2004	NUM
bece-75	205	15	)	)	PUNCT
bece-75	205	16	linkage	linkage	NOUN
bece-75	205	17	between	between	ADP
bece-75	205	18	teacher	teacher	NOUN
bece-75	205	19	quality	quality	NOUN
bece-75	205	20	,	,	PUNCT
bece-75	205	21	student	student	NOUN
bece-75	205	22	achievement	achievement	NOUN
bece-75	205	23	and	and	CCONJ
bece-75	205	24	cognitive	cognitive	ADJ
bece-75	205	25	skills	skill	NOUN
bece-75	205	26	:	:	PUNCT
bece-75	205	27	a	a	DET
bece-75	205	28	rule	rule	NOUN
bece-75	205	29	-	-	PUNCT
bece-75	205	30	space	space	NOUN
bece-75	205	31	model	model	NOUN
bece-75	205	32	.	.	PUNCT
bece-75	206	1	stud	stud	PROPN
bece-75	206	2	edu	edu	PROPN
bece-75	206	3	eva	eva	PROPN
bece-75	206	4	,	,	PUNCT
bece-75	206	5	30(3	30(3	NUM
bece-75	206	6	):	):	PUNCT
bece-75	206	7	205	205	NUM
bece-75	206	8	-	-	SYM
bece-75	206	9	223	223	NUM
bece-75	206	10	.	.	PUNCT
bece-75	207	1	zhang	zhang	PROPN
bece-75	207	2	,	,	PUNCT
bece-75	207	3	w.j	w.j	PROPN
bece-75	207	4	.	.	PROPN
bece-75	207	5	(	(	PUNCT
bece-75	207	6	2010	2010	NUM
bece-75	207	7	)	)	PUNCT
bece-75	207	8	the	the	DET
bece-75	207	9	influence	influence	NOUN
bece-75	207	10	of	of	ADP
bece-75	207	11	teacher	teacher	NOUN
bece-75	207	12	variables	variable	NOUN
bece-75	207	13	on	on	ADP
bece-75	207	14	mathematical	mathematical	ADJ
bece-75	207	15	achievements	achievement	NOUN
bece-75	207	16	in	in	ADP
bece-75	207	17	the	the	DET
bece-75	207	18	fourth	fourth	ADJ
bece-75	207	19	grade	grade	NOUN
bece-75	207	20	of	of	ADP
bece-75	207	21	primary	primary	ADJ
bece-75	207	22	school	school	NOUN
bece-75	207	23	:	:	PUNCT
bece-75	207	24	a	a	DET
bece-75	207	25	valueadded	valueadded	ADJ
bece-75	207	26	study	study	NOUN
bece-75	207	27	.	.	PUNCT
bece-75	208	1	chin	chin	PROPN
bece-75	208	2	j	j	PROPN
bece-75	208	3	edu	edu	PROPN
bece-75	208	4	,	,	PUNCT
bece-75	208	5	06(2	06(2	PROPN
bece-75	208	6	):	):	PUNCT
bece-75	208	7	69	69	NUM
bece-75	208	8	-	-	SYM
bece-75	208	9	76	76	NUM
bece-75	208	10	.	.	PUNCT
bece-75	209	1	zhang	zhang	PROPN
bece-75	209	2	,	,	PUNCT
bece-75	209	3	y.m	y.m	PROPN
bece-75	209	4	.	.	PROPN
bece-75	209	5	(	(	PUNCT
bece-75	209	6	2012	2012	NUM
bece-75	209	7	)	)	PUNCT
bece-75	209	8	an	an	DET
bece-75	209	9	empirical	empirical	ADJ
bece-75	209	10	study	study	NOUN
bece-75	209	11	of	of	ADP
bece-75	209	12	the	the	DET
bece-75	209	13	influence	influence	NOUN
bece-75	209	14	of	of	ADP
bece-75	209	15	teacher	teacher	NOUN
bece-75	209	16	factors	factor	NOUN
bece-75	209	17	and	and	CCONJ
bece-75	209	18	student	student	NOUN
bece-75	209	19	factors	factor	NOUN
bece-75	209	20	on	on	ADP
bece-75	209	21	students	student	NOUN
bece-75	209	22	’	'	PUNCT
bece-75	209	23	academic	academic	ADJ
bece-75	209	24	achievement	achievement	NOUN
bece-75	209	25	:	:	PUNCT
bece-75	209	26	a	a	DET
bece-75	209	27	hierarchical	hierarchical	ADJ
bece-75	209	28	linear	linear	NOUN
bece-75	209	29	model	model	NOUN
bece-75	209	30	analysis	analysis	NOUN
bece-75	209	31	based	base	VERB
bece-75	209	32	on	on	ADP
bece-75	209	33	large	large	ADJ
bece-75	209	34	-	-	PUNCT
bece-75	209	35	scale	scale	NOUN
bece-75	209	36	test	test	NOUN
bece-75	209	37	data	datum	NOUN
bece-75	209	38	.	.	PUNCT
bece-75	210	1	j	j	PROPN
bece-75	210	2	teach	teach	VERB
bece-75	210	3	edu	edu	PROPN
bece-75	210	4	,	,	PUNCT
bece-75	210	5	24(4):56	24(4):56	NUM
bece-75	210	6	62	62	NUM
bece-75	210	7	.	.	PUNCT
bece-75	211	1	zhao	zhao	PROPN
bece-75	211	2	,	,	PUNCT
bece-75	211	3	j.et	j.et	PROPN
bece-75	211	4	al	al	PROPN
bece-75	211	5	.	.	PROPN
bece-75	211	6	(	(	PUNCT
bece-75	211	7	2013	2013	NUM
bece-75	211	8	)	)	PUNCT
bece-75	211	9	the	the	DET
bece-75	211	10	impact	impact	NOUN
bece-75	211	11	of	of	ADP
bece-75	211	12	professional	professional	ADJ
bece-75	211	13	development	development	NOUN
bece-75	211	14	practice	practice	NOUN
bece-75	211	15	of	of	ADP
bece-75	211	16	chinese	chinese	ADJ
bece-75	211	17	teachers	teacher	NOUN
bece-75	211	18	on	on	ADP
bece-75	211	19	student	student	NOUN
bece-75	211	20	achievement	achievement	NOUN
bece-75	211	21	:	:	PUNCT
bece-75	211	22	an	an	DET
bece-75	211	23	analysis	analysis	NOUN
bece-75	211	24	based	base	VERB
bece-75	211	25	on	on	ADP
bece-75	211	26	surveys	survey	NOUN
bece-75	211	27	in	in	ADP
bece-75	211	28	five	five	NUM
bece-75	211	29	cities	city	NOUN
bece-75	211	30	.	.	PUNCT
bece-75	212	1	global	global	PROPN
bece-75	212	2	edu	edu	PROPN
bece-75	212	3	outlook	outlook	PROPN
bece-75	212	4	,	,	PUNCT
bece-75	212	5	42(2	42(2	PROPN
bece-75	212	6	):	):	PUNCT
bece-75	212	7	22	22	NUM
bece-75	212	8	-	-	SYM
bece-75	212	9	33	33	NUM
bece-75	212	10	.	.	PUNCT
bece-75	213	1	zhou	zhou	PROPN
bece-75	213	2	,	,	PUNCT
bece-75	213	3	c.	c.	PROPN
bece-75	213	4	,	,	PUNCT
bece-75	213	5	&	&	CCONJ
bece-75	213	6	bao	bao	PROPN
bece-75	213	7	,	,	PUNCT
bece-75	213	8	j.s	j.s	PROPN
bece-75	213	9	.	.	PROPN
bece-75	213	10	(	(	PUNCT
bece-75	213	11	2012	2012	NUM
bece-75	213	12	)	)	PUNCT
bece-75	213	13	the	the	DET
bece-75	213	14	strategy	strategy	NOUN
bece-75	213	15	of	of	ADP
bece-75	213	16	forming	form	VERB
bece-75	213	17	students	student	NOUN
bece-75	213	18	’	'	PUNCT
bece-75	213	19	high	high	ADJ
bece-75	213	20	level	level	NOUN
bece-75	213	21	mathematical	mathematical	ADJ
bece-75	213	22	thinking	thinking	NOUN
bece-75	213	23	:	:	PUNCT
bece-75	213	24	the	the	DET
bece-75	213	25	viewpoint	viewpoint	NOUN
bece-75	213	26	of	of	ADP
bece-75	213	27	frontline	frontline	NOUN
bece-75	213	28	teachers	teacher	NOUN
bece-75	213	29	.	.	PUNCT
bece-75	214	1	j	j	PROPN
bece-75	214	2	math	math	PROPN
bece-75	214	3	edu	edu	PROPN
bece-75	214	4	,	,	PUNCT
bece-75	214	5	(	(	PUNCT
bece-75	214	6	4	4	NUM
bece-75	214	7	):	):	PUNCT
bece-75	214	8	37	37	NUM
bece-75	214	9	-	-	SYM
bece-75	214	10	39	39	NUM
bece-75	214	11	.	.	PUNCT
bece-75	215	1	bai	bai	PROPN
bece-75	215	2	,	,	PUNCT
bece-75	215	3	et	et	PROPN
bece-75	215	4	al	al	PROPN
bece-75	215	5	.	.	PROPN
bece-75	216	1	teacher	teacher	NOUN
bece-75	216	2	variables	variable	NOUN
bece-75	216	3	and	and	CCONJ
bece-75	216	4	students	student	NOUN
bece-75	216	5	’	'	PUNCT
bece-75	216	6	mathematical	mathematical	ADJ
bece-75	216	7	achievements	achievement	NOUN
bece-75	216	8	.	.	PUNCT
bece-75	217	1	vol.3	vol.3	PROPN
bece-75	217	2	,	,	PUNCT
bece-75	217	3	no	no	INTJ
bece-75	217	4	.	.	NOUN
bece-75	217	5	2	2	NUM
bece-75	217	6	,	,	PUNCT
bece-75	217	7	2019	2019	NUM
bece-75	217	8	360	360	NUM
bece-75	217	9	received	receive	VERB
bece-75	217	10	:	:	PUNCT
bece-75	217	11	02	02	NUM
bece-75	217	12	august	august	PROPN
bece-75	217	13	2019	2019	NUM
bece-75	217	14	revised	revise	VERB
bece-75	217	15	:	:	PUNCT
bece-75	217	16	22	22	NUM
bece-75	217	17	september	september	PROPN
bece-75	217	18	2019	2019	NUM
bece-75	217	19	accepted	accept	VERB
bece-75	217	20	:	:	PUNCT
bece-75	217	21	19	19	NUM
bece-75	217	22	october	october	PROPN
bece-75	217	23	2019	2019	NUM
bece-75	217	24	the	the	DET
bece-75	217	25	chinese	chinese	ADJ
bece-75	217	26	version	version	NOUN
bece-75	217	27	of	of	ADP
bece-75	217	28	this	this	DET
bece-75	217	29	article	article	NOUN
bece-75	217	30	has	have	AUX
bece-75	217	31	been	be	AUX
bece-75	217	32	published	publish	VERB
bece-75	217	33	in	in	ADP
bece-75	217	34	teacher	teacher	NOUN
bece-75	217	35	edu	edu	PROPN
bece-75	217	36	res	re	NOUN
bece-75	217	37	2019	2019	NUM
bece-75	217	38	;	;	PUNCT
bece-75	217	39	31(3):70	31(3):70	NUM
bece-75	217	40	-	-	SYM
bece-75	217	41	76	76	NUM
bece-75	217	42	.	.	PUNCT
bece-75	218	1	the	the	DET
bece-75	218	2	english	english	PROPN
bece-75	218	3	version	version	NOUN
bece-75	218	4	has	have	AUX
bece-75	218	5	been	be	AUX
bece-75	218	6	authorized	authorize	VERB
bece-75	218	7	for	for	ADP
bece-75	218	8	being	be	AUX
bece-75	218	9	publication	publication	NOUN
bece-75	218	10	in	in	ADP
bece-75	218	11	bece	bece	NOUN
bece-75	218	12	by	by	ADP
bece-75	218	13	the	the	DET
bece-75	218	14	author(s	author(s	NOUN
bece-75	218	15	)	)	PUNCT
bece-75	218	16	and	and	CCONJ
bece-75	218	17	the	the	DET
bece-75	218	18	chinese	chinese	ADJ
bece-75	218	19	journal	journal	PROPN
bece-75	218	20	.	.	PUNCT
bece-75	219	1	白胜南	白胜南	NOUN
bece-75	219	2	,	,	PUNCT
bece-75	219	3	韩继伟	韩继伟	NOUN
bece-75	219	4	,	,	PUNCT
bece-75	219	5	李灿辉	李灿辉	NOUN
bece-75	219	6	.	.	PUNCT
bece-75	219	7	教师变量对学生数学成绩影响的研究	教师变量对学生数学成绩影响的研究	NOUN
bece-75	219	8	.	.	PUNCT
bece-75	220	1	教师教育研究	教师教育研究	NOUN
bece-75	220	2	,	,	PUNCT
bece-75	220	3	2019	2019	NUM
bece-75	220	4	,	,	PUNCT
bece-75	220	5	31(3):70	31(3):70	NUM
bece-75	220	6	-	-	SYM
bece-75	220	7	76	76	NUM
bece-75	220	8	.	.	PUNCT
bece-75	221	1	article	article	NOUN
bece-75	221	2	-	-	PUNCT
bece-75	221	3	shennanbai	shennanbai	ADJ
bece-75	221	4	-	-	PUNCT
bece-75	221	5	bece_title_30nov2019	bece_title_30nov2019	NUM
bece-75	221	6	article	article	NOUN
bece-75	221	7	-	-	PUNCT
bece-75	221	8	shennanbai	shennanbai	ADJ
bece-75	221	9	-	-	PUNCT
bece-75	221	10	maintext	maintext	NOUN
bece-75	221	11	-	-	PUNCT
bece-75	221	12	bece_30nov2019	bece_30nov2019	NOUN