id	sid	tid	token	lemma	pos
edu-401	1	1	176	176	NUM
edu-401	1	2	©	©	PROPN
edu-401	1	3	2019	2019	NUM
edu-401	1	4	by	by	ADP
edu-401	1	5	the	the	DET
edu-401	1	6	authors	author	NOUN
edu-401	1	7	;	;	PUNCT
edu-401	1	8	licensee	licensee	PROPN
edu-401	1	9	asian	asian	ADJ
edu-401	1	10	online	online	PROPN
edu-401	1	11	journal	journal	PROPN
edu-401	1	12	publishing	publishing	PROPN
edu-401	1	13	group	group	PROPN
edu-401	1	14	asian	asian	PROPN
edu-401	1	15	journal	journal	PROPN
edu-401	1	16	of	of	ADP
edu-401	1	17	education	education	NOUN
edu-401	1	18	and	and	CCONJ
edu-401	1	19	training	training	NOUN
edu-401	1	20	vol	vol	NOUN
edu-401	1	21	.	.	PROPN
edu-401	2	1	5	5	NUM
edu-401	2	2	,	,	PUNCT
edu-401	2	3	no	no	INTJ
edu-401	2	4	.	.	NOUN
edu-401	2	5	1	1	NUM
edu-401	2	6	,	,	PUNCT
edu-401	2	7	176	176	NUM
edu-401	2	8	-	-	SYM
edu-401	2	9	182	182	NUM
edu-401	2	10	,	,	PUNCT
edu-401	2	11	2019	2019	NUM
edu-401	2	12	issn(e	issn(e	NOUN
edu-401	2	13	)	)	PUNCT
edu-401	2	14	2519	2519	NUM
edu-401	2	15	-	-	SYM
edu-401	2	16	5387	5387	NUM
edu-401	2	17	doi	doi	NOUN
edu-401	2	18	:	:	PUNCT
edu-401	2	19	10.20448	10.20448	NUM
edu-401	2	20	/	/	SYM
edu-401	2	21	journal.522.2019.51.176.182	journal.522.2019.51.176.182	NOUN
edu-401	2	22	©	©	PROPN
edu-401	2	23	2019	2019	NUM
edu-401	2	24	by	by	ADP
edu-401	2	25	the	the	DET
edu-401	2	26	authors	author	NOUN
edu-401	2	27	;	;	PUNCT
edu-401	2	28	licensee	licensee	PROPN
edu-401	2	29	asian	asian	ADJ
edu-401	2	30	online	online	PROPN
edu-401	2	31	journal	journal	PROPN
edu-401	2	32	publishing	publishing	NOUN
edu-401	2	33	group	group	NOUN
edu-401	2	34	developing	develop	VERB
edu-401	2	35	a	a	DET
edu-401	2	36	test	test	NOUN
edu-401	2	37	to	to	PART
edu-401	2	38	measure	measure	VERB
edu-401	2	39	drawing	draw	VERB
edu-401	2	40	a	a	DET
edu-401	2	41	shape	shape	NOUN
edu-401	2	42	-	-	PUNCT
edu-401	2	43	schema	schema	NOUN
edu-401	2	44	and	and	CCONJ
edu-401	2	45	making	make	VERB
edu-401	2	46	a	a	DET
edu-401	2	47	table	table	NOUN
edu-401	2	48	skills	skill	NOUN
edu-401	2	49	of	of	ADP
edu-401	2	50	prospective	prospective	ADJ
edu-401	2	51	teachers	teacher	NOUN
edu-401	2	52	ibrahim	ibrahim	PROPN
edu-401	2	53	yuksel1	yuksel1	PROPN
edu-401	2	54	muhammed	muhamme	VERB
edu-401	2	55	ali	ali	PROPN
edu-401	2	56	savas2	savas2	PROPN
edu-401	2	57	(	(	PUNCT
edu-401	2	58			PROPN
edu-401	2	59	corresponding	correspond	VERB
edu-401	2	60	author	author	NOUN
edu-401	2	61	)	)	PUNCT
edu-401	2	62	1gazi	1gazi	NUM
edu-401	2	63	university	university	NOUN
edu-401	2	64	,	,	PUNCT
edu-401	2	65	gazi	gazi	PROPN
edu-401	2	66	faculty	faculty	NOUN
edu-401	2	67	of	of	ADP
edu-401	2	68	education	education	PROPN
edu-401	2	69	ankara	ankara	PROPN
edu-401	2	70	,	,	PUNCT
edu-401	2	71	turkey	turkey	NOUN
edu-401	2	72	2akcamescit	2akcamescit	NUM
edu-401	2	73	secondary	secondary	ADJ
edu-401	2	74	school	school	NOUN
edu-401	2	75	,	,	PUNCT
edu-401	2	76	centrum	centrum	PROPN
edu-401	2	77	,	,	PUNCT
edu-401	2	78	bartin	bartin	PROPN
edu-401	2	79	,	,	PUNCT
edu-401	2	80	turkey	turkey	NOUN
edu-401	2	81	abstract	abstract	NOUN
edu-401	2	82	in	in	ADP
edu-401	2	83	this	this	DET
edu-401	2	84	research	research	NOUN
edu-401	2	85	,	,	PUNCT
edu-401	2	86	it	it	PRON
edu-401	2	87	is	be	AUX
edu-401	2	88	aimed	aim	VERB
edu-401	2	89	to	to	PART
edu-401	2	90	develop	develop	VERB
edu-401	2	91	a	a	DET
edu-401	2	92	valid	valid	ADJ
edu-401	2	93	and	and	CCONJ
edu-401	2	94	reliable	reliable	ADJ
edu-401	2	95	test	test	NOUN
edu-401	2	96	to	to	PART
edu-401	2	97	determine	determine	VERB
edu-401	2	98	the	the	DET
edu-401	2	99	drawing	drawing	NOUN
edu-401	2	100	a	a	DET
edu-401	2	101	shape	shape	NOUN
edu-401	2	102	-	-	PUNCT
edu-401	2	103	schema	schema	NOUN
edu-401	2	104	and	and	CCONJ
edu-401	2	105	making	make	VERB
edu-401	2	106	a	a	DET
edu-401	2	107	table	table	NOUN
edu-401	2	108	levels	level	NOUN
edu-401	2	109	of	of	ADP
edu-401	2	110	prospective	prospective	ADJ
edu-401	2	111	teachers	teacher	NOUN
edu-401	2	112	at	at	ADP
edu-401	2	113	mathematics	mathematics	PROPN
edu-401	2	114	and	and	CCONJ
edu-401	2	115	science	science	NOUN
edu-401	2	116	education	education	NOUN
edu-401	2	117	,	,	PUNCT
edu-401	2	118	turkish	turkish	ADJ
edu-401	2	119	and	and	CCONJ
edu-401	2	120	social	social	ADJ
edu-401	2	121	sciences	science	NOUN
edu-401	2	122	education	education	NOUN
edu-401	2	123	and	and	CCONJ
edu-401	2	124	basic	basic	ADJ
edu-401	2	125	education	education	NOUN
edu-401	2	126	departments	department	NOUN
edu-401	2	127	.	.	PUNCT
edu-401	3	1	in	in	ADP
edu-401	3	2	this	this	DET
edu-401	3	3	process	process	NOUN
edu-401	3	4	,	,	PUNCT
edu-401	3	5	a	a	DET
edu-401	3	6	comprehensive	comprehensive	ADJ
edu-401	3	7	item	item	NOUN
edu-401	3	8	pool	pool	NOUN
edu-401	3	9	has	have	AUX
edu-401	3	10	been	be	AUX
edu-401	3	11	prepared	prepare	VERB
edu-401	3	12	with	with	ADP
edu-401	3	13	the	the	DET
edu-401	3	14	table	table	NOUN
edu-401	3	15	of	of	ADP
edu-401	3	16	specifications	specification	NOUN
edu-401	3	17	regarding	regard	VERB
edu-401	3	18	the	the	DET
edu-401	3	19	gains	gain	NOUN
edu-401	3	20	to	to	PART
edu-401	3	21	be	be	AUX
edu-401	3	22	measured	measure	VERB
edu-401	3	23	and	and	CCONJ
edu-401	3	24	the	the	DET
edu-401	3	25	highest	high	ADJ
edu-401	3	26	possible	possible	ADJ
edu-401	3	27	number	number	NOUN
edu-401	3	28	of	of	ADP
edu-401	3	29	substances	substance	NOUN
edu-401	3	30	has	have	AUX
edu-401	3	31	been	be	AUX
edu-401	3	32	produced	produce	VERB
edu-401	3	33	for	for	ADP
edu-401	3	34	each	each	DET
edu-401	3	35	gain	gain	NOUN
edu-401	3	36	.	.	PUNCT
edu-401	4	1	the	the	DET
edu-401	4	2	items	item	NOUN
edu-401	4	3	were	be	AUX
edu-401	4	4	prepared	prepare	VERB
edu-401	4	5	according	accord	VERB
edu-401	4	6	to	to	ADP
edu-401	4	7	the	the	DET
edu-401	4	8	characteristics	characteristic	NOUN
edu-401	4	9	of	of	ADP
edu-401	4	10	the	the	DET
edu-401	4	11	target	target	NOUN
edu-401	4	12	group	group	NOUN
edu-401	4	13	.	.	PUNCT
edu-401	5	1	a	a	DET
edu-401	5	2	pool	pool	NOUN
edu-401	5	3	of	of	ADP
edu-401	5	4	18	18	NUM
edu-401	5	5	items	item	NOUN
edu-401	5	6	consisting	consist	VERB
edu-401	5	7	of	of	ADP
edu-401	5	8	drawing	draw	VERB
edu-401	5	9	a	a	DET
edu-401	5	10	shape	shape	NOUN
edu-401	5	11	-	-	PUNCT
edu-401	5	12	schema	schema	NOUN
edu-401	5	13	and	and	CCONJ
edu-401	5	14	making	make	VERB
edu-401	5	15	a	a	DET
edu-401	5	16	table	table	NOUN
edu-401	5	17	subdimensions	subdimension	NOUN
edu-401	5	18	was	be	AUX
edu-401	5	19	formed	form	VERB
edu-401	5	20	from	from	ADP
edu-401	5	21	the	the	DET
edu-401	5	22	methods	method	NOUN
edu-401	5	23	used	use	VERB
edu-401	5	24	in	in	ADP
edu-401	5	25	problem	problem	NOUN
edu-401	5	26	solving	solve	VERB
edu-401	5	27	in	in	ADP
edu-401	5	28	this	this	DET
edu-401	5	29	study	study	NOUN
edu-401	5	30	.	.	PUNCT
edu-401	6	1	expert	expert	ADJ
edu-401	6	2	opinions	opinion	NOUN
edu-401	6	3	were	be	AUX
edu-401	6	4	taken	take	VERB
edu-401	6	5	to	to	PART
edu-401	6	6	ensure	ensure	VERB
edu-401	6	7	the	the	DET
edu-401	6	8	validity	validity	NOUN
edu-401	6	9	of	of	ADP
edu-401	6	10	the	the	DET
edu-401	6	11	test	test	NOUN
edu-401	6	12	.	.	PUNCT
edu-401	7	1	two	two	NUM
edu-401	7	2	experts	expert	NOUN
edu-401	7	3	in	in	ADP
edu-401	7	4	the	the	DET
edu-401	7	5	field	field	NOUN
edu-401	7	6	of	of	ADP
edu-401	7	7	science	science	NOUN
edu-401	7	8	,	,	PUNCT
edu-401	7	9	two	two	NUM
edu-401	7	10	in	in	ADP
edu-401	7	11	the	the	DET
edu-401	7	12	field	field	NOUN
edu-401	7	13	of	of	ADP
edu-401	7	14	classroom	classroom	NOUN
edu-401	7	15	teaching	teaching	NOUN
edu-401	7	16	and	and	CCONJ
edu-401	7	17	two	two	NUM
edu-401	7	18	in	in	ADP
edu-401	7	19	the	the	DET
edu-401	7	20	field	field	NOUN
edu-401	7	21	of	of	ADP
edu-401	7	22	social	social	ADJ
edu-401	7	23	sciences	science	NOUN
edu-401	7	24	were	be	AUX
edu-401	7	25	interviewed	interview	VERB
edu-401	7	26	.	.	PUNCT
edu-401	8	1	in	in	ADP
edu-401	8	2	the	the	DET
edu-401	8	3	field	field	NOUN
edu-401	8	4	of	of	ADP
edu-401	8	5	language	language	NOUN
edu-401	8	6	and	and	CCONJ
edu-401	8	7	expression	expression	NOUN
edu-401	8	8	,	,	PUNCT
edu-401	8	9	two	two	NUM
edu-401	8	10	experts	expert	NOUN
edu-401	8	11	were	be	AUX
edu-401	8	12	consulted	consult	VERB
edu-401	8	13	.	.	PUNCT
edu-401	9	1	based	base	VERB
edu-401	9	2	on	on	ADP
edu-401	9	3	the	the	DET
edu-401	9	4	opinions	opinion	NOUN
edu-401	9	5	of	of	ADP
edu-401	9	6	the	the	DET
edu-401	9	7	experts	expert	NOUN
edu-401	9	8	,	,	PUNCT
edu-401	9	9	6	6	NUM
edu-401	9	10	items	item	NOUN
edu-401	9	11	were	be	AUX
edu-401	9	12	excluded	exclude	VERB
edu-401	9	13	from	from	ADP
edu-401	9	14	the	the	DET
edu-401	9	15	test	test	NOUN
edu-401	9	16	.	.	PUNCT
edu-401	10	1	the	the	DET
edu-401	10	2	12	12	NUM
edu-401	10	3	-	-	PUNCT
edu-401	10	4	item	item	NOUN
edu-401	10	5	test	test	NOUN
edu-401	10	6	was	be	AUX
edu-401	10	7	applied	apply	VERB
edu-401	10	8	to	to	ADP
edu-401	10	9	13	13	NUM
edu-401	10	10	prospective	prospective	ADJ
edu-401	10	11	teachers	teacher	NOUN
edu-401	10	12	who	who	PRON
edu-401	10	13	were	be	AUX
edu-401	10	14	educated	educate	VERB
edu-401	10	15	at	at	ADP
edu-401	10	16	a	a	DET
edu-401	10	17	public	public	ADJ
edu-401	10	18	university	university	NOUN
edu-401	10	19	,	,	PUNCT
edu-401	10	20	which	which	PRON
edu-401	10	21	has	have	VERB
edu-401	10	22	an	an	DET
edu-401	10	23	important	important	ADJ
edu-401	10	24	place	place	NOUN
edu-401	10	25	in	in	ADP
edu-401	10	26	the	the	DET
edu-401	10	27	field	field	NOUN
edu-401	10	28	of	of	ADP
edu-401	10	29	education	education	NOUN
edu-401	10	30	,	,	PUNCT
edu-401	10	31	and	and	CCONJ
edu-401	10	32	who	who	PRON
edu-401	10	33	were	be	AUX
edu-401	10	34	willing	willing	ADJ
edu-401	10	35	to	to	PART
edu-401	10	36	participate	participate	VERB
edu-401	10	37	voluntarily	voluntarily	ADV
edu-401	10	38	and	and	CCONJ
edu-401	10	39	randomly	randomly	ADV
edu-401	10	40	selected	select	VERB
edu-401	10	41	.	.	PUNCT
edu-401	11	1	arrangements	arrangement	NOUN
edu-401	11	2	have	have	AUX
edu-401	11	3	been	be	AUX
edu-401	11	4	made	make	VERB
edu-401	11	5	for	for	ADP
edu-401	11	6	a	a	DET
edu-401	11	7	more	more	ADV
edu-401	11	8	comprehensible	comprehensible	ADJ
edu-401	11	9	expression	expression	NOUN
edu-401	11	10	of	of	ADP
edu-401	11	11	items	item	NOUN
edu-401	11	12	after	after	ADP
edu-401	11	13	the	the	DET
edu-401	11	14	pilot	pilot	NOUN
edu-401	11	15	implementation	implementation	NOUN
edu-401	11	16	.	.	PUNCT
edu-401	12	1	after	after	ADP
edu-401	12	2	the	the	DET
edu-401	12	3	pilot	pilot	PROPN
edu-401	12	4	test	test	NOUN
edu-401	12	5	,	,	PUNCT
edu-401	12	6	the	the	DET
edu-401	12	7	cronbach	cronbach	ADJ
edu-401	12	8	alpha	alpha	NOUN
edu-401	12	9	reliability	reliability	NOUN
edu-401	12	10	coefficient	coefficient	NOUN
edu-401	12	11	of	of	ADP
edu-401	12	12	the	the	DET
edu-401	12	13	10	10	NUM
edu-401	12	14	-	-	PUNCT
edu-401	12	15	item	item	NOUN
edu-401	12	16	test	test	NOUN
edu-401	12	17	was	be	AUX
edu-401	12	18	,	,	PUNCT
edu-401	12	19	73	73	NUM
edu-401	12	20	.	.	PUNCT
edu-401	13	1	the	the	DET
edu-401	13	2	duration	duration	NOUN
edu-401	13	3	of	of	ADP
edu-401	13	4	completion	completion	NOUN
edu-401	13	5	of	of	ADP
edu-401	13	6	the	the	DET
edu-401	13	7	test	test	NOUN
edu-401	13	8	questions	question	NOUN
edu-401	13	9	was	be	AUX
edu-401	13	10	60	60	NUM
edu-401	13	11	minutes	minute	NOUN
edu-401	13	12	for	for	ADP
edu-401	13	13	12	12	NUM
edu-401	13	14	items	item	NOUN
edu-401	13	15	.	.	PUNCT
edu-401	14	1	then	then	ADV
edu-401	14	2	,	,	PUNCT
edu-401	14	3	when	when	SCONJ
edu-401	14	4	two	two	NUM
edu-401	14	5	items	item	NOUN
edu-401	14	6	were	be	AUX
edu-401	14	7	excluded	exclude	VERB
edu-401	14	8	from	from	ADP
edu-401	14	9	the	the	DET
edu-401	14	10	test	test	NOUN
edu-401	14	11	,	,	PUNCT
edu-401	14	12	the	the	DET
edu-401	14	13	mean	mean	ADJ
edu-401	14	14	time	time	NOUN
edu-401	14	15	was	be	AUX
edu-401	14	16	determined	determine	VERB
edu-401	14	17	as	as	ADP
edu-401	14	18	54	54	NUM
edu-401	14	19	minutes	minute	NOUN
edu-401	14	20	.	.	PUNCT
edu-401	15	1	keywords	keyword	NOUN
edu-401	15	2	:	:	PUNCT
edu-401	15	3	developing	develop	VERB
edu-401	15	4	a	a	DET
edu-401	15	5	test	test	NOUN
edu-401	15	6	,	,	PUNCT
edu-401	15	7	drawing	draw	VERB
edu-401	15	8	a	a	DET
edu-401	15	9	shape	shape	NOUN
edu-401	15	10	-	-	PUNCT
edu-401	15	11	schema	schema	NOUN
edu-401	15	12	,	,	PUNCT
edu-401	15	13	making	make	VERB
edu-401	15	14	a	a	DET
edu-401	15	15	table	table	NOUN
edu-401	15	16	,	,	PUNCT
edu-401	15	17	prospective	prospective	ADJ
edu-401	15	18	teachers	teacher	NOUN
edu-401	15	19	.	.	PUNCT
edu-401	16	1	citation	citation	NOUN
edu-401	16	2	|	|	ADV
edu-401	16	3	ibrahim	ibrahim	PROPN
edu-401	16	4	yuksel	yuksel	PROPN
edu-401	16	5	;	;	PUNCT
edu-401	16	6	muhammed	muhammed	PROPN
edu-401	16	7	ali	ali	PROPN
edu-401	16	8	savas	savas	PROPN
edu-401	16	9	(	(	PUNCT
edu-401	16	10	2019	2019	NUM
edu-401	16	11	)	)	PUNCT
edu-401	16	12	.	.	PUNCT
edu-401	17	1	developing	develop	VERB
edu-401	17	2	a	a	DET
edu-401	17	3	test	test	NOUN
edu-401	17	4	to	to	PART
edu-401	17	5	measure	measure	VERB
edu-401	17	6	drawing	draw	VERB
edu-401	17	7	a	a	DET
edu-401	17	8	shape	shape	NOUN
edu-401	17	9	-	-	PUNCT
edu-401	17	10	schema	schema	NOUN
edu-401	17	11	and	and	CCONJ
edu-401	17	12	making	make	VERB
edu-401	17	13	a	a	DET
edu-401	17	14	table	table	NOUN
edu-401	17	15	skills	skill	NOUN
edu-401	17	16	of	of	ADP
edu-401	17	17	prospective	prospective	ADJ
edu-401	17	18	teachers	teacher	NOUN
edu-401	17	19	.	.	PUNCT
edu-401	18	1	asian	asian	ADJ
edu-401	18	2	journal	journal	PROPN
edu-401	18	3	of	of	ADP
edu-401	18	4	education	education	NOUN
edu-401	18	5	and	and	CCONJ
edu-401	18	6	training	training	NOUN
edu-401	18	7	,	,	PUNCT
edu-401	18	8	5(1	5(1	NUM
edu-401	18	9	):	):	PUNCT
edu-401	18	10	176	176	NUM
edu-401	18	11	-	-	SYM
edu-401	18	12	182	182	NUM
edu-401	18	13	.	.	PUNCT
edu-401	19	1	history	history	NOUN
edu-401	19	2	:	:	PUNCT
edu-401	19	3	received	receive	VERB
edu-401	19	4	:	:	PUNCT
edu-401	19	5	23	23	NUM
edu-401	19	6	november	november	PROPN
edu-401	19	7	2018	2018	NUM
edu-401	19	8	revised	revise	VERB
edu-401	19	9	:	:	PUNCT
edu-401	19	10	21	21	NUM
edu-401	19	11	december	december	PROPN
edu-401	19	12	2018	2018	NUM
edu-401	19	13	accepted	accept	VERB
edu-401	19	14	:	:	PUNCT
edu-401	19	15	28	28	NUM
edu-401	19	16	january	january	PROPN
edu-401	19	17	2019	2019	NUM
edu-401	19	18	published	publish	VERB
edu-401	19	19	:	:	PUNCT
edu-401	19	20	5	5	NUM
edu-401	19	21	march	march	PROPN
edu-401	19	22	2019	2019	NUM
edu-401	19	23	licensed	license	VERB
edu-401	19	24	:	:	PUNCT
edu-401	19	25	this	this	DET
edu-401	19	26	work	work	NOUN
edu-401	19	27	is	be	AUX
edu-401	19	28	licensed	license	VERB
edu-401	19	29	under	under	ADP
edu-401	19	30	a	a	DET
edu-401	19	31	creative	creative	ADJ
edu-401	19	32	commons	common	NOUN
edu-401	19	33	attribution	attribution	NOUN
edu-401	19	34	3.0	3.0	NUM
edu-401	19	35	license	license	NOUN
edu-401	19	36	publisher	publisher	NOUN
edu-401	19	37	:	:	PUNCT
edu-401	19	38	asian	asian	ADJ
edu-401	19	39	online	online	PROPN
edu-401	19	40	journal	journal	PROPN
edu-401	19	41	publishing	publishing	NOUN
edu-401	19	42	group	group	NOUN
edu-401	19	43	contribution	contribution	NOUN
edu-401	19	44	/	/	SYM
edu-401	19	45	acknowledgement	acknowledgement	NOUN
edu-401	19	46	:	:	PUNCT
edu-401	19	47	both	both	DET
edu-401	19	48	authors	author	NOUN
edu-401	19	49	contributed	contribute	VERB
edu-401	19	50	to	to	ADP
edu-401	19	51	the	the	DET
edu-401	19	52	conception	conception	NOUN
edu-401	19	53	and	and	CCONJ
edu-401	19	54	design	design	NOUN
edu-401	19	55	of	of	ADP
edu-401	19	56	the	the	DET
edu-401	19	57	study	study	NOUN
edu-401	19	58	.	.	PUNCT
edu-401	20	1	funding	funding	NOUN
edu-401	20	2	:	:	PUNCT
edu-401	20	3	this	this	DET
edu-401	20	4	study	study	NOUN
edu-401	20	5	received	receive	VERB
edu-401	20	6	no	no	DET
edu-401	20	7	specific	specific	ADJ
edu-401	20	8	financial	financial	ADJ
edu-401	20	9	support	support	NOUN
edu-401	20	10	.	.	PUNCT
edu-401	21	1	competing	compete	VERB
edu-401	21	2	interests	interest	NOUN
edu-401	21	3	:	:	PUNCT
edu-401	21	4	the	the	DET
edu-401	21	5	authors	author	NOUN
edu-401	21	6	declare	declare	VERB
edu-401	21	7	that	that	SCONJ
edu-401	21	8	they	they	PRON
edu-401	21	9	have	have	VERB
edu-401	21	10	no	no	DET
edu-401	21	11	conflict	conflict	NOUN
edu-401	21	12	of	of	ADP
edu-401	21	13	interests	interest	NOUN
edu-401	21	14	.	.	PUNCT
edu-401	22	1	transparency	transparency	NOUN
edu-401	22	2	:	:	PUNCT
edu-401	22	3	the	the	DET
edu-401	22	4	authors	author	NOUN
edu-401	22	5	confirm	confirm	VERB
edu-401	22	6	that	that	SCONJ
edu-401	22	7	the	the	DET
edu-401	22	8	manuscript	manuscript	NOUN
edu-401	22	9	is	be	AUX
edu-401	22	10	an	an	DET
edu-401	22	11	honest	honest	ADJ
edu-401	22	12	,	,	PUNCT
edu-401	22	13	accurate	accurate	ADJ
edu-401	22	14	,	,	PUNCT
edu-401	22	15	and	and	CCONJ
edu-401	22	16	transparent	transparent	ADJ
edu-401	22	17	account	account	NOUN
edu-401	22	18	of	of	ADP
edu-401	22	19	the	the	DET
edu-401	22	20	study	study	NOUN
edu-401	22	21	was	be	AUX
edu-401	22	22	reported	report	VERB
edu-401	22	23	;	;	PUNCT
edu-401	22	24	that	that	SCONJ
edu-401	22	25	no	no	DET
edu-401	22	26	vital	vital	ADJ
edu-401	22	27	features	feature	NOUN
edu-401	22	28	of	of	ADP
edu-401	22	29	the	the	DET
edu-401	22	30	study	study	NOUN
edu-401	22	31	have	have	AUX
edu-401	22	32	been	be	AUX
edu-401	22	33	omitted	omit	VERB
edu-401	22	34	;	;	PUNCT
edu-401	22	35	and	and	CCONJ
edu-401	22	36	that	that	SCONJ
edu-401	22	37	any	any	DET
edu-401	22	38	discrepancies	discrepancy	NOUN
edu-401	22	39	from	from	ADP
edu-401	22	40	the	the	DET
edu-401	22	41	study	study	NOUN
edu-401	22	42	as	as	SCONJ
edu-401	22	43	planned	plan	VERB
edu-401	22	44	have	have	AUX
edu-401	22	45	been	be	AUX
edu-401	22	46	explained	explain	VERB
edu-401	22	47	.	.	PUNCT
edu-401	23	1	ethical	ethical	ADJ
edu-401	23	2	:	:	PUNCT
edu-401	23	3	this	this	DET
edu-401	23	4	study	study	NOUN
edu-401	23	5	follows	follow	VERB
edu-401	23	6	all	all	DET
edu-401	23	7	ethical	ethical	ADJ
edu-401	23	8	practices	practice	NOUN
edu-401	23	9	during	during	ADP
edu-401	23	10	writing	writing	NOUN
edu-401	23	11	.	.	PUNCT
edu-401	24	1	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.522.2019.51.176.182&domain=pdf&date_stamp=2017-01-14	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.522.2019.51.176.182&domain=pdf&date_stamp=2017-01-14	ADJ
edu-401	24	2	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
edu-401	24	3	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
edu-401	24	4	http://asianonlinejournals.com/index.php/edu/article/view/401	http://asianonlinejournals.com/index.php/edu/article/view/401	PUNCT
edu-401	24	5	https://orcid.org/0000-0001-5686-9344	https://orcid.org/0000-0001-5686-9344	NOUN
edu-401	24	6	https://orcid.org/0000-0002-9689-3768	https://orcid.org/0000-0002-9689-3768	INTJ
edu-401	24	7	http://asianonlinejournals.com/index.php/edu/article/view/401	http://asianonlinejournals.com/index.php/edu/article/view/401	PUNCT
edu-401	24	8	https://orcid.org/0000-0001-5686-9344	https://orcid.org/0000-0001-5686-9344	NOUN
edu-401	24	9	https://orcid.org/0000-0002-9689-3768	https://orcid.org/0000-0002-9689-3768	INTJ
edu-401	24	10	http://asianonlinejournals.com/index.php/edu/article/view/401	http://asianonlinejournals.com/index.php/edu/article/view/401	PUNCT
edu-401	24	11	https://orcid.org/0000-0001-5686-9344	https://orcid.org/0000-0001-5686-9344	NOUN
edu-401	24	12	https://orcid.org/0000-0002-9689-3768	https://orcid.org/0000-0002-9689-3768	INTJ
edu-401	24	13	http://asianonlinejournals.com/index.php/edu/article/view/401	http://asianonlinejournals.com/index.php/edu/article/view/401	PUNCT
edu-401	24	14	https://orcid.org/0000-0001-5686-9344	https://orcid.org/0000-0001-5686-9344	NOUN
edu-401	24	15	https://orcid.org/0000-0002-9689-3768	https://orcid.org/0000-0002-9689-3768	PROPN
edu-401	24	16	asian	asian	PROPN
edu-401	24	17	journal	journal	NOUN
edu-401	24	18	of	of	ADP
edu-401	24	19	education	education	NOUN
edu-401	24	20	and	and	CCONJ
edu-401	24	21	training	training	NOUN
edu-401	24	22	,	,	PUNCT
edu-401	24	23	2019	2019	NUM
edu-401	24	24	,	,	PUNCT
edu-401	24	25	5(1	5(1	NUM
edu-401	24	26	):	):	PUNCT
edu-401	24	27	176	176	NUM
edu-401	24	28	-	-	SYM
edu-401	24	29	182	182	NUM
edu-401	24	30	177	177	NUM
edu-401	24	31	©	©	PROPN
edu-401	24	32	2019	2019	NUM
edu-401	24	33	by	by	ADP
edu-401	24	34	the	the	DET
edu-401	24	35	authors	author	NOUN
edu-401	24	36	;	;	PUNCT
edu-401	24	37	licensee	licensee	PROPN
edu-401	24	38	asian	asian	ADJ
edu-401	24	39	online	online	PROPN
edu-401	24	40	journal	journal	PROPN
edu-401	24	41	publishing	publishing	NOUN
edu-401	24	42	group	group	NOUN
edu-401	24	43	contents	content	VERB
edu-401	24	44	1	1	NUM
edu-401	24	45	.	.	PUNCT
edu-401	25	1	introduction	introduction	NOUN
edu-401	25	2	....................................................................................................................................................................................	....................................................................................................................................................................................	VERB
edu-401	25	3	177	177	NUM
edu-401	25	4	2	2	NUM
edu-401	25	5	.	.	PUNCT
edu-401	25	6	method	method	NOUN
edu-401	25	7	.............................................................................................................................................................................................	.............................................................................................................................................................................................	VERB
edu-401	25	8	178	178	NUM
edu-401	25	9	3	3	NUM
edu-401	25	10	.	.	PUNCT
edu-401	26	1	findings	finding	NOUN
edu-401	26	2	...........................................................................................................................................................................................	...........................................................................................................................................................................................	PUNCT
edu-401	27	1	180	180	NUM
edu-401	27	2	4	4	NUM
edu-401	27	3	.	.	PUNCT
edu-401	27	4	conclusion	conclusion	NOUN
edu-401	27	5	,	,	PUNCT
edu-401	27	6	discussion	discussion	NOUN
edu-401	27	7	and	and	CCONJ
edu-401	27	8	suggestions	suggestion	NOUN
edu-401	27	9	..................................................................................................................................	..................................................................................................................................	PUNCT
edu-401	28	1	181	181	NUM
edu-401	28	2	references	reference	NOUN
edu-401	28	3	............................................................................................................................................................................................	............................................................................................................................................................................................	VERB
edu-401	29	1	182	182	NUM
edu-401	29	2	1	1	NUM
edu-401	29	3	.	.	PUNCT
edu-401	29	4	introduction	introduction	NOUN
edu-401	29	5	in	in	ADP
edu-401	29	6	today	today	NOUN
edu-401	29	7	's	's	PART
edu-401	29	8	information	information	NOUN
edu-401	29	9	age	age	NOUN
edu-401	29	10	,	,	PUNCT
edu-401	29	11	rapid	rapid	ADJ
edu-401	29	12	changes	change	NOUN
edu-401	29	13	in	in	ADP
edu-401	29	14	science	science	NOUN
edu-401	29	15	and	and	CCONJ
edu-401	29	16	technology	technology	NOUN
edu-401	29	17	affect	affect	VERB
edu-401	29	18	the	the	DET
edu-401	29	19	expectations	expectation	NOUN
edu-401	29	20	and	and	CCONJ
edu-401	29	21	needs	need	NOUN
edu-401	29	22	of	of	ADP
edu-401	29	23	the	the	DET
edu-401	29	24	society	society	NOUN
edu-401	29	25	.	.	PUNCT
edu-401	30	1	this	this	DET
edu-401	30	2	situation	situation	NOUN
edu-401	30	3	requires	require	VERB
edu-401	30	4	constant	constant	ADJ
edu-401	30	5	change	change	NOUN
edu-401	30	6	and	and	CCONJ
edu-401	30	7	development	development	NOUN
edu-401	30	8	of	of	ADP
edu-401	30	9	individuals	individual	NOUN
edu-401	30	10	.	.	PUNCT
edu-401	31	1	in	in	ADP
edu-401	31	2	light	light	NOUN
edu-401	31	3	of	of	ADP
edu-401	31	4	this	this	PRON
edu-401	31	5	,	,	PUNCT
edu-401	31	6	the	the	DET
edu-401	31	7	main	main	ADJ
edu-401	31	8	objective	objective	NOUN
edu-401	31	9	of	of	ADP
edu-401	31	10	the	the	DET
edu-401	31	11	countries	country	NOUN
edu-401	31	12	is	be	AUX
edu-401	31	13	to	to	PART
edu-401	31	14	raise	raise	VERB
edu-401	31	15	individuals	individual	NOUN
edu-401	31	16	who	who	PRON
edu-401	31	17	are	be	AUX
edu-401	31	18	physically	physically	ADV
edu-401	31	19	,	,	PUNCT
edu-401	31	20	mentally	mentally	ADV
edu-401	31	21	,	,	PUNCT
edu-401	31	22	emotionally	emotionally	ADV
edu-401	31	23	and	and	CCONJ
edu-401	31	24	socially	socially	ADV
edu-401	31	25	healthy	healthy	ADJ
edu-401	31	26	,	,	PUNCT
edu-401	31	27	self	self	NOUN
edu-401	31	28	-	-	PUNCT
edu-401	31	29	confident	confident	ADJ
edu-401	31	30	and	and	CCONJ
edu-401	31	31	who	who	PRON
edu-401	31	32	have	have	VERB
edu-401	31	33	problem	problem	NOUN
edu-401	31	34	-	-	PUNCT
edu-401	31	35	solving	solve	VERB
edu-401	31	36	skills	skill	NOUN
edu-401	31	37	(	(	PUNCT
edu-401	31	38	aksut	aksut	PROPN
edu-401	31	39	,	,	PUNCT
edu-401	31	40	2015	2015	NUM
edu-401	31	41	)	)	PUNCT
edu-401	31	42	.	.	PUNCT
edu-401	32	1	many	many	ADJ
edu-401	32	2	problem	problem	NOUN
edu-401	32	3	solving	solving	NOUN
edu-401	32	4	strategies	strategy	NOUN
edu-401	32	5	are	be	AUX
edu-401	32	6	mentioned	mention	VERB
edu-401	32	7	in	in	ADP
edu-401	32	8	sources	source	NOUN
edu-401	32	9	(	(	PUNCT
edu-401	32	10	tertemiz	tertemiz	NOUN
edu-401	32	11	and	and	CCONJ
edu-401	32	12	cakmak	cakmak	NOUN
edu-401	32	13	,	,	PUNCT
edu-401	32	14	2001	2001	NUM
edu-401	32	15	;	;	PUNCT
edu-401	32	16	sulak	sulak	NOUN
edu-401	32	17	,	,	PUNCT
edu-401	32	18	2005	2005	NUM
edu-401	32	19	)	)	PUNCT
edu-401	32	20	.	.	PUNCT
edu-401	33	1	as	as	ADP
edu-401	33	2	a	a	DET
edu-401	33	3	result	result	NOUN
edu-401	33	4	of	of	ADP
edu-401	33	5	scanning	scanning	NOUN
edu-401	33	6	,	,	PUNCT
edu-401	33	7	the	the	DET
edu-401	33	8	seven	seven	NUM
edu-401	33	9	most	most	ADV
edu-401	33	10	common	common	ADJ
edu-401	33	11	problem	problem	NOUN
edu-401	33	12	solving	solving	NOUN
edu-401	33	13	strategies	strategy	NOUN
edu-401	33	14	were	be	AUX
edu-401	33	15	found	find	VERB
edu-401	33	16	:	:	PUNCT
edu-401	33	17	1-	1-	X
edu-401	33	18	)	)	PUNCT
edu-401	33	19	making	make	VERB
edu-401	33	20	a	a	DET
edu-401	33	21	systematic	systematic	ADJ
edu-401	33	22	list	list	NOUN
edu-401	33	23	2-	2-	NOUN
edu-401	33	24	)	)	PUNCT
edu-401	33	25	drawing	draw	VERB
edu-401	33	26	a	a	DET
edu-401	33	27	shape	shape	NOUN
edu-401	33	28	-	-	PUNCT
edu-401	33	29	schema	schema	NOUN
edu-401	33	30	3-	3-	NOUN
edu-401	33	31	)	)	PUNCT
edu-401	33	32	making	make	VERB
edu-401	33	33	a	a	DET
edu-401	33	34	table	table	NOUN
edu-401	33	35	4	4	NUM
edu-401	33	36	)	)	PUNCT
edu-401	33	37	writing	write	VERB
edu-401	33	38	a	a	DET
edu-401	33	39	mathematical	mathematical	ADJ
edu-401	33	40	sentence	sentence	NOUN
edu-401	33	41	5-	5-	NOUN
edu-401	33	42	)	)	PUNCT
edu-401	33	43	reasoning	reason	VERB
edu-401	33	44	6-	6-	NUM
edu-401	33	45	)	)	PUNCT
edu-401	33	46	regression	regression	NOUN
edu-401	33	47	7-	7-	NUM
edu-401	33	48	)	)	PUNCT
edu-401	33	49	prediction	prediction	NOUN
edu-401	33	50	-	-	PUNCT
edu-401	33	51	control	control	NOUN
edu-401	33	52	(	(	PUNCT
edu-401	33	53	kilic	kilic	NOUN
edu-401	33	54	,	,	PUNCT
edu-401	33	55	2009	2009	NUM
edu-401	33	56	)	)	PUNCT
edu-401	33	57	.	.	PUNCT
edu-401	34	1	in	in	ADP
edu-401	34	2	this	this	DET
edu-401	34	3	research	research	NOUN
edu-401	34	4	,	,	PUNCT
edu-401	34	5	we	we	PRON
edu-401	34	6	used	use	VERB
edu-401	34	7	drawing	draw	VERB
edu-401	34	8	a	a	DET
edu-401	34	9	shape	shape	NOUN
edu-401	34	10	-	-	PUNCT
edu-401	34	11	schema	schema	NOUN
edu-401	34	12	and	and	CCONJ
edu-401	34	13	making	make	VERB
edu-401	34	14	a	a	DET
edu-401	34	15	table	table	NOUN
edu-401	34	16	strategy	strategy	NOUN
edu-401	34	17	and	and	CCONJ
edu-401	34	18	we	we	PRON
edu-401	34	19	can	can	AUX
edu-401	34	20	explain	explain	VERB
edu-401	34	21	these	these	DET
edu-401	34	22	strategies	strategy	NOUN
edu-401	34	23	as	as	SCONJ
edu-401	34	24	follows	follow	VERB
edu-401	34	25	.	.	PUNCT
edu-401	35	1	1	1	X
edu-401	35	2	.	.	X
edu-401	35	3	drawing	draw	VERB
edu-401	35	4	a	a	DET
edu-401	35	5	shape	shape	NOUN
edu-401	35	6	-	-	PUNCT
edu-401	35	7	schema	schema	NOUN
edu-401	35	8	:	:	PUNCT
edu-401	35	9	a	a	DET
edu-401	35	10	figure	figure	NOUN
edu-401	35	11	,	,	PUNCT
edu-401	35	12	diagram	diagram	NOUN
edu-401	35	13	or	or	CCONJ
edu-401	35	14	graphic	graphic	NOUN
edu-401	35	15	that	that	PRON
edu-401	35	16	is	be	AUX
edu-401	35	17	appropriate	appropriate	ADJ
edu-401	35	18	to	to	ADP
edu-401	35	19	the	the	DET
edu-401	35	20	problem	problem	NOUN
edu-401	35	21	,	,	PUNCT
edu-401	35	22	is	be	AUX
edu-401	35	23	also	also	ADV
edu-401	35	24	an	an	DET
edu-401	35	25	important	important	ADJ
edu-401	35	26	step	step	NOUN
edu-401	35	27	in	in	ADP
edu-401	35	28	solving	solve	VERB
edu-401	35	29	the	the	DET
edu-401	35	30	problem	problem	NOUN
edu-401	35	31	;	;	PUNCT
edu-401	35	32	because	because	SCONJ
edu-401	35	33	this	this	DET
edu-401	35	34	behavior	behavior	NOUN
edu-401	35	35	provides	provide	VERB
edu-401	35	36	great	great	ADJ
edu-401	35	37	convenience	convenience	NOUN
edu-401	35	38	to	to	PART
edu-401	35	39	see	see	VERB
edu-401	35	40	the	the	DET
edu-401	35	41	relationship	relationship	NOUN
edu-401	35	42	between	between	ADP
edu-401	35	43	the	the	DET
edu-401	35	44	given	give	VERB
edu-401	35	45	and	and	CCONJ
edu-401	35	46	the	the	DET
edu-401	35	47	desired	desire	VERB
edu-401	35	48	;	;	PUNCT
edu-401	35	49	therefore	therefore	ADV
edu-401	35	50	,	,	PUNCT
edu-401	35	51	it	it	PRON
edu-401	35	52	is	be	AUX
edu-401	35	53	the	the	DET
edu-401	35	54	first	first	ADJ
edu-401	35	55	stage	stage	NOUN
edu-401	35	56	for	for	SCONJ
edu-401	35	57	the	the	DET
edu-401	35	58	student	student	NOUN
edu-401	35	59	to	to	PART
edu-401	35	60	develop	develop	VERB
edu-401	35	61	a	a	DET
edu-401	35	62	strategy	strategy	NOUN
edu-401	35	63	for	for	ADP
edu-401	35	64	solution	solution	NOUN
edu-401	35	65	.	.	PUNCT
edu-401	36	1	in	in	ADP
edu-401	36	2	this	this	DET
edu-401	36	3	strategy	strategy	NOUN
edu-401	36	4	,	,	PUNCT
edu-401	36	5	real	real	ADJ
edu-401	36	6	events	event	NOUN
edu-401	36	7	,	,	PUNCT
edu-401	36	8	objects	object	NOUN
edu-401	36	9	,	,	PUNCT
edu-401	36	10	people	people	NOUN
edu-401	36	11	and	and	CCONJ
edu-401	36	12	situations	situation	NOUN
edu-401	36	13	are	be	AUX
edu-401	36	14	represented	represent	VERB
edu-401	36	15	by	by	ADP
edu-401	36	16	simple	simple	ADJ
edu-401	36	17	figures	figure	NOUN
edu-401	36	18	,	,	PUNCT
edu-401	36	19	symbols	symbol	NOUN
edu-401	36	20	(	(	PUNCT
edu-401	36	21	x	x	X
edu-401	36	22	,	,	PUNCT
edu-401	36	23	o	o	NOUN
edu-401	36	24	)	)	PUNCT
edu-401	36	25	,	,	PUNCT
edu-401	36	26	dots	dot	NOUN
edu-401	36	27	and	and	CCONJ
edu-401	36	28	so	so	ADV
edu-401	36	29	on	on	ADV
edu-401	36	30	(	(	PUNCT
edu-401	36	31	baykul	baykul	ADJ
edu-401	36	32	,	,	PUNCT
edu-401	36	33	2009	2009	NUM
edu-401	36	34	)	)	PUNCT
edu-401	36	35	.	.	PUNCT
edu-401	37	1	2	2	X
edu-401	37	2	.	.	X
edu-401	37	3	making	make	VERB
edu-401	37	4	a	a	DET
edu-401	37	5	table	table	NOUN
edu-401	37	6	:	:	PUNCT
edu-401	37	7	sometimes	sometimes	ADV
edu-401	37	8	when	when	SCONJ
edu-401	37	9	the	the	DET
edu-401	37	10	numbers	number	NOUN
edu-401	37	11	of	of	ADP
edu-401	37	12	the	the	DET
edu-401	37	13	problem	problem	NOUN
edu-401	37	14	are	be	AUX
edu-401	37	15	digitized	digitize	VERB
edu-401	37	16	,	,	PUNCT
edu-401	37	17	the	the	DET
edu-401	37	18	order	order	NOUN
edu-401	37	19	of	of	ADP
edu-401	37	20	these	these	DET
edu-401	37	21	numbers	number	NOUN
edu-401	37	22	shows	show	VERB
edu-401	37	23	a	a	DET
edu-401	37	24	certain	certain	ADJ
edu-401	37	25	rule	rule	NOUN
edu-401	37	26	.	.	PUNCT
edu-401	38	1	when	when	SCONJ
edu-401	38	2	these	these	DET
edu-401	38	3	numbers	number	NOUN
edu-401	38	4	are	be	AUX
edu-401	38	5	tabulated	tabulate	VERB
edu-401	38	6	,	,	PUNCT
edu-401	38	7	the	the	DET
edu-401	38	8	rule	rule	NOUN
edu-401	38	9	becomes	become	VERB
edu-401	38	10	more	more	ADV
edu-401	38	11	easily	easily	ADV
edu-401	38	12	visible	visible	ADJ
edu-401	38	13	(	(	PUNCT
edu-401	38	14	tertemiz	tertemiz	NOUN
edu-401	38	15	and	and	CCONJ
edu-401	38	16	cakmak	cakmak	NOUN
edu-401	38	17	,	,	PUNCT
edu-401	38	18	2003	2003	NUM
edu-401	38	19	)	)	PUNCT
edu-401	38	20	.	.	PUNCT
edu-401	39	1	in	in	ADP
edu-401	39	2	this	this	DET
edu-401	39	3	strategy	strategy	NOUN
edu-401	39	4	,	,	PUNCT
edu-401	39	5	it	it	PRON
edu-401	39	6	is	be	AUX
edu-401	39	7	important	important	ADJ
edu-401	39	8	to	to	PART
edu-401	39	9	find	find	VERB
edu-401	39	10	the	the	DET
edu-401	39	11	right	right	ADJ
edu-401	39	12	title	title	NOUN
edu-401	39	13	in	in	ADP
edu-401	39	14	the	the	DET
edu-401	39	15	line	line	NOUN
edu-401	39	16	and	and	CCONJ
edu-401	39	17	column	column	NOUN
edu-401	39	18	headings	heading	NOUN
edu-401	39	19	of	of	ADP
edu-401	39	20	the	the	DET
edu-401	39	21	table	table	NOUN
edu-401	39	22	.	.	PUNCT
edu-401	40	1	using	use	VERB
edu-401	40	2	the	the	DET
edu-401	40	3	table	table	NOUN
edu-401	40	4	strategy	strategy	NOUN
edu-401	40	5	may	may	AUX
edu-401	40	6	be	be	AUX
edu-401	40	7	reading	read	VERB
edu-401	40	8	or	or	CCONJ
edu-401	40	9	completing	complete	VERB
edu-401	40	10	a	a	DET
edu-401	40	11	given	give	VERB
edu-401	40	12	table	table	NOUN
edu-401	40	13	,	,	PUNCT
edu-401	40	14	interpreting	interpret	VERB
edu-401	40	15	the	the	DET
edu-401	40	16	table	table	NOUN
edu-401	40	17	with	with	ADP
edu-401	40	18	questions	question	NOUN
edu-401	40	19	,	,	PUNCT
edu-401	40	20	collecting	collect	VERB
edu-401	40	21	information	information	NOUN
edu-401	40	22	and	and	CCONJ
edu-401	40	23	organizing	organize	VERB
edu-401	40	24	them	they	PRON
edu-401	40	25	in	in	ADP
edu-401	40	26	the	the	DET
edu-401	40	27	table	table	NOUN
edu-401	40	28	(	(	PUNCT
edu-401	40	29	sulak	sulak	NOUN
edu-401	40	30	,	,	PUNCT
edu-401	40	31	2005	2005	NUM
edu-401	40	32	)	)	PUNCT
edu-401	40	33	.	.	PUNCT
edu-401	41	1	it	it	PRON
edu-401	41	2	's	be	AUX
edu-401	41	3	necessary	necessary	ADJ
edu-401	41	4	to	to	PART
edu-401	41	5	use	use	VERB
edu-401	41	6	problem	problem	NOUN
edu-401	41	7	solving	solving	NOUN
edu-401	41	8	skills	skill	NOUN
edu-401	41	9	well	well	ADV
edu-401	41	10	against	against	ADP
edu-401	41	11	problems	problem	NOUN
edu-401	41	12	encountered	encounter	VERB
edu-401	41	13	in	in	ADP
edu-401	41	14	daily	daily	ADJ
edu-401	41	15	life	life	NOUN
edu-401	41	16	.	.	PUNCT
edu-401	42	1	in	in	ADP
edu-401	42	2	this	this	DET
edu-401	42	3	sense	sense	NOUN
edu-401	42	4	,	,	PUNCT
edu-401	42	5	activities	activity	NOUN
edu-401	42	6	can	can	AUX
edu-401	42	7	be	be	AUX
edu-401	42	8	done	do	VERB
edu-401	42	9	in	in	ADP
edu-401	42	10	many	many	ADJ
edu-401	42	11	areas	area	NOUN
edu-401	42	12	related	relate	VERB
edu-401	42	13	to	to	ADP
edu-401	42	14	drawing	draw	VERB
edu-401	42	15	a	a	DET
edu-401	42	16	shape	shape	NOUN
edu-401	42	17	-	-	PUNCT
edu-401	42	18	schema	schema	NOUN
edu-401	42	19	and	and	CCONJ
edu-401	42	20	making	make	VERB
edu-401	42	21	a	a	DET
edu-401	42	22	table	table	NOUN
edu-401	42	23	.	.	PUNCT
edu-401	43	1	in	in	ADP
edu-401	43	2	this	this	DET
edu-401	43	3	study	study	NOUN
edu-401	43	4	,	,	PUNCT
edu-401	43	5	we	we	PRON
edu-401	43	6	used	use	VERB
edu-401	43	7	the	the	DET
edu-401	43	8	science	science	NOUN
edu-401	43	9	concepts	concept	NOUN
edu-401	43	10	in	in	ADP
edu-401	43	11	daily	daily	ADJ
edu-401	43	12	life	life	NOUN
edu-401	43	13	.	.	PUNCT
edu-401	44	1	geometric	geometric	ADJ
edu-401	44	2	-	-	ADJ
edu-401	44	3	mechanical	mechanical	ADJ
edu-401	44	4	games	game	NOUN
edu-401	44	5	and	and	CCONJ
edu-401	44	6	verbal	verbal	ADJ
edu-401	44	7	games	game	NOUN
edu-401	44	8	from	from	ADP
edu-401	44	9	mind	mind	NOUN
edu-401	44	10	games	game	NOUN
edu-401	44	11	have	have	VERB
edu-401	44	12	an	an	DET
edu-401	44	13	important	important	ADJ
edu-401	44	14	role	role	NOUN
edu-401	44	15	in	in	ADP
edu-401	44	16	the	the	DET
edu-401	44	17	development	development	NOUN
edu-401	44	18	of	of	ADP
edu-401	44	19	our	our	PRON
edu-401	44	20	problem	problem	NOUN
edu-401	44	21	solving	solving	NOUN
edu-401	44	22	skills	skill	NOUN
edu-401	44	23	.	.	PUNCT
edu-401	45	1	one	one	NUM
edu-401	45	2	of	of	ADP
edu-401	45	3	the	the	DET
edu-401	45	4	tools	tool	NOUN
edu-401	45	5	that	that	PRON
edu-401	45	6	can	can	AUX
edu-401	45	7	be	be	AUX
edu-401	45	8	used	use	VERB
edu-401	45	9	for	for	ADP
edu-401	45	10	educational	educational	ADJ
edu-401	45	11	purposes	purpose	NOUN
edu-401	45	12	and	and	CCONJ
edu-401	45	13	which	which	PRON
edu-401	45	14	can	can	AUX
edu-401	45	15	influence	influence	VERB
edu-401	45	16	the	the	DET
edu-401	45	17	thinking	thinking	NOUN
edu-401	45	18	skills	skill	NOUN
edu-401	45	19	of	of	ADP
edu-401	45	20	the	the	DET
edu-401	45	21	learners	learner	NOUN
edu-401	45	22	such	such	ADJ
edu-401	45	23	as	as	ADP
edu-401	45	24	problem	problem	NOUN
edu-401	45	25	solving	solve	VERB
edu-401	45	26	(	(	PUNCT
edu-401	45	27	ott	ott	PROPN
edu-401	45	28	and	and	CCONJ
edu-401	45	29	pozzi	pozzi	PROPN
edu-401	45	30	,	,	PUNCT
edu-401	45	31	2012	2012	NUM
edu-401	45	32	)	)	PUNCT
edu-401	45	33	and	and	CCONJ
edu-401	45	34	general	general	ADJ
edu-401	45	35	school	school	NOUN
edu-401	45	36	success	success	NOUN
edu-401	45	37	(	(	PUNCT
edu-401	45	38	bottino	bottino	NOUN
edu-401	45	39	et	et	NOUN
edu-401	45	40	al	al	PROPN
edu-401	45	41	.	.	PROPN
edu-401	45	42	,	,	PUNCT
edu-401	45	43	2013	2013	NUM
edu-401	45	44	)	)	PUNCT
edu-401	45	45	is	be	AUX
edu-401	45	46	the	the	DET
edu-401	45	47	mind	mind	NOUN
edu-401	45	48	games	game	NOUN
edu-401	45	49	.	.	PUNCT
edu-401	46	1	mind	mind	PROPN
edu-401	46	2	games	game	NOUN
edu-401	46	3	require	require	VERB
edu-401	46	4	individuals	individual	NOUN
edu-401	46	5	to	to	PART
edu-401	46	6	use	use	VERB
edu-401	46	7	some	some	DET
edu-401	46	8	strategies	strategy	NOUN
edu-401	46	9	and	and	CCONJ
edu-401	46	10	logical	logical	ADJ
edu-401	46	11	problem	problem	NOUN
edu-401	46	12	solving	solving	NOUN
edu-401	46	13	skills	skill	NOUN
edu-401	46	14	in	in	ADP
edu-401	46	15	solving	solve	VERB
edu-401	46	16	problems	problem	NOUN
edu-401	46	17	(	(	PUNCT
edu-401	46	18	alessi	alessi	PROPN
edu-401	46	19	and	and	CCONJ
edu-401	46	20	trollip	trollip	NOUN
edu-401	46	21	,	,	PUNCT
edu-401	46	22	2001	2001	NUM
edu-401	46	23	)	)	PUNCT
edu-401	46	24	.	.	PUNCT
edu-401	47	1	with	with	ADP
edu-401	47	2	the	the	DET
edu-401	47	3	development	development	NOUN
edu-401	47	4	of	of	ADP
edu-401	47	5	problem	problem	NOUN
edu-401	47	6	solving	solving	NOUN
edu-401	47	7	skills	skill	NOUN
edu-401	47	8	,	,	PUNCT
edu-401	47	9	the	the	DET
edu-401	47	10	individual	individual	NOUN
edu-401	47	11	will	will	AUX
edu-401	47	12	be	be	AUX
edu-401	47	13	able	able	ADJ
edu-401	47	14	to	to	PART
edu-401	47	15	develop	develop	VERB
edu-401	47	16	solutions	solution	NOUN
edu-401	47	17	,	,	PUNCT
edu-401	47	18	gain	gain	VERB
edu-401	47	19	self	self	NOUN
edu-401	47	20	-	-	PUNCT
edu-401	47	21	confidence	confidence	NOUN
edu-401	47	22	and	and	CCONJ
edu-401	47	23	time	time	NOUN
edu-401	47	24	management	management	NOUN
edu-401	47	25	.	.	PUNCT
edu-401	48	1	to	to	PART
edu-401	48	2	recognize	recognize	VERB
edu-401	48	3	and	and	CCONJ
edu-401	48	4	develop	develop	VERB
edu-401	48	5	the	the	DET
edu-401	48	6	intelligence	intelligence	NOUN
edu-401	48	7	potential	potential	NOUN
edu-401	48	8	,	,	PUNCT
edu-401	48	9	to	to	PART
edu-401	48	10	develop	develop	VERB
edu-401	48	11	different	different	ADJ
edu-401	48	12	and	and	CCONJ
edu-401	48	13	original	original	ADJ
edu-401	48	14	strategies	strategy	NOUN
edu-401	48	15	in	in	ADP
edu-401	48	16	the	the	DET
edu-401	48	17	face	face	NOUN
edu-401	48	18	of	of	ADP
edu-401	48	19	the	the	DET
edu-401	48	20	problem	problem	NOUN
edu-401	48	21	,	,	PUNCT
edu-401	48	22	to	to	PART
edu-401	48	23	make	make	VERB
edu-401	48	24	fast	fast	ADJ
edu-401	48	25	and	and	CCONJ
edu-401	48	26	accurate	accurate	ADJ
edu-401	48	27	decisions	decision	NOUN
edu-401	48	28	,	,	PUNCT
edu-401	48	29	to	to	PART
edu-401	48	30	develop	develop	VERB
edu-401	48	31	a	a	DET
edu-401	48	32	systematic	systematic	ADJ
edu-401	48	33	thinking	thinking	NOUN
edu-401	48	34	structure	structure	NOUN
edu-401	48	35	,	,	PUNCT
edu-401	48	36	to	to	PART
edu-401	48	37	learn	learn	VERB
edu-401	48	38	individual	individual	ADJ
edu-401	48	39	and	and	CCONJ
edu-401	48	40	team	team	NOUN
edu-401	48	41	work	work	NOUN
edu-401	48	42	and	and	CCONJ
edu-401	48	43	to	to	PART
edu-401	48	44	improve	improve	VERB
edu-401	48	45	the	the	DET
edu-401	48	46	skills	skill	NOUN
edu-401	48	47	to	to	AUX
edu-401	48	48	work	work	VERB
edu-401	48	49	in	in	ADP
edu-401	48	50	the	the	DET
edu-401	48	51	competitive	competitive	ADJ
edu-401	48	52	environment	environment	NOUN
edu-401	48	53	are	be	AUX
edu-401	48	54	purposed	purpose	VERB
edu-401	48	55	with	with	ADP
edu-401	48	56	geometric	geometric	ADJ
edu-401	48	57	-	-	ADJ
edu-401	48	58	mechanical	mechanical	ADJ
edu-401	48	59	games	game	NOUN
edu-401	48	60	and	and	CCONJ
edu-401	48	61	verbal	verbal	ADJ
edu-401	48	62	games	game	NOUN
edu-401	48	63	(	(	PUNCT
edu-401	48	64	board	board	NOUN
edu-401	48	65	of	of	ADP
edu-401	48	66	education	education	NOUN
edu-401	48	67	and	and	CCONJ
edu-401	48	68	discipline	discipline	NOUN
edu-401	48	69	(	(	PUNCT
edu-401	48	70	boead	boead	NOUN
edu-401	48	71	)	)	PUNCT
edu-401	48	72	,	,	PUNCT
edu-401	48	73	2013	2013	NUM
edu-401	48	74	)	)	PUNCT
edu-401	48	75	.	.	PUNCT
edu-401	49	1	however	however	ADV
edu-401	49	2	,	,	PUNCT
edu-401	49	3	these	these	DET
edu-401	49	4	developments	development	NOUN
edu-401	49	5	are	be	AUX
edu-401	49	6	faster	fast	ADJ
edu-401	49	7	in	in	ADP
edu-401	49	8	primary	primary	ADJ
edu-401	49	9	and	and	CCONJ
edu-401	49	10	secondary	secondary	ADJ
edu-401	49	11	school	school	NOUN
edu-401	49	12	years	year	NOUN
edu-401	49	13	.	.	PUNCT
edu-401	50	1	therefore	therefore	ADV
edu-401	50	2	,	,	PUNCT
edu-401	50	3	the	the	DET
edu-401	50	4	opinions	opinion	NOUN
edu-401	50	5	of	of	ADP
edu-401	50	6	prospective	prospective	ADJ
edu-401	50	7	teachers	teacher	NOUN
edu-401	50	8	in	in	ADP
edu-401	50	9	primary	primary	ADJ
edu-401	50	10	and	and	CCONJ
edu-401	50	11	secondary	secondary	ADJ
edu-401	50	12	schools	school	NOUN
edu-401	50	13	are	be	AUX
edu-401	50	14	important	important	ADJ
edu-401	50	15	.	.	PUNCT
edu-401	51	1	to	to	PART
edu-401	51	2	measure	measure	VERB
edu-401	51	3	science	science	NOUN
edu-401	51	4	teaching	teaching	NOUN
edu-401	51	5	and	and	CCONJ
edu-401	51	6	classroom	classroom	NOUN
edu-401	51	7	teaching	teach	VERB
edu-401	51	8	prospective	prospective	ADJ
edu-401	51	9	teachers	teacher	NOUN
edu-401	51	10	'	'	PART
edu-401	51	11	levels	level	NOUN
edu-401	51	12	between	between	ADP
edu-401	51	13	drawing	draw	VERB
edu-401	51	14	a	a	DET
edu-401	51	15	shape	shape	NOUN
edu-401	51	16	-	-	PUNCT
edu-401	51	17	schema	schema	NOUN
edu-401	51	18	and	and	CCONJ
edu-401	51	19	making	make	VERB
edu-401	51	20	a	a	DET
edu-401	51	21	table	table	NOUN
edu-401	51	22	in	in	ADP
edu-401	51	23	geometric	geometric	ADJ
edu-401	51	24	-	-	ADJ
edu-401	51	25	mechanical	mechanical	ADJ
edu-401	51	26	games	game	NOUN
edu-401	51	27	and	and	CCONJ
edu-401	51	28	verbal	verbal	ADJ
edu-401	51	29	games	game	NOUN
edu-401	51	30	in	in	ADP
edu-401	51	31	terms	term	NOUN
edu-401	51	32	of	of	ADP
edu-401	51	33	the	the	DET
edu-401	51	34	science	science	NOUN
edu-401	51	35	subjects	subject	NOUN
edu-401	51	36	used	use	VERB
edu-401	51	37	in	in	ADP
edu-401	51	38	daily	daily	ADJ
edu-401	51	39	life	life	NOUN
edu-401	51	40	is	be	AUX
edu-401	51	41	important	important	ADJ
edu-401	51	42	for	for	ADP
edu-401	51	43	the	the	DET
edu-401	51	44	development	development	NOUN
edu-401	51	45	of	of	ADP
edu-401	51	46	the	the	DET
edu-401	51	47	students	student	NOUN
edu-401	51	48	who	who	PRON
edu-401	51	49	will	will	AUX
edu-401	51	50	be	be	AUX
edu-401	51	51	educated	educate	VERB
edu-401	51	52	in	in	ADP
edu-401	51	53	the	the	DET
edu-401	51	54	future	future	NOUN
edu-401	51	55	.	.	PUNCT
edu-401	52	1	in	in	ADP
edu-401	52	2	geometric	geometric	ADJ
edu-401	52	3	-	-	ADJ
edu-401	52	4	mechanical	mechanical	ADJ
edu-401	52	5	games	game	NOUN
edu-401	52	6	and	and	CCONJ
edu-401	52	7	verbal	verbal	ADJ
edu-401	52	8	games	game	NOUN
edu-401	52	9	,	,	PUNCT
edu-401	52	10	it	it	PRON
edu-401	52	11	is	be	AUX
edu-401	52	12	necessary	necessary	ADJ
edu-401	52	13	to	to	PART
edu-401	52	14	choose	choose	VERB
edu-401	52	15	cascading	cascade	VERB
edu-401	52	16	curriculum	curriculum	NOUN
edu-401	52	17	due	due	ADP
edu-401	52	18	to	to	ADP
edu-401	52	19	the	the	DET
edu-401	52	20	difference	difference	NOUN
edu-401	52	21	of	of	ADP
edu-401	52	22	students	student	NOUN
edu-401	52	23	'	'	PART
edu-401	52	24	level	level	NOUN
edu-401	52	25	of	of	ADP
edu-401	52	26	development	development	NOUN
edu-401	52	27	.	.	PUNCT
edu-401	53	1	cascading	cascade	VERB
edu-401	53	2	curriculum	curriculum	NOUN
edu-401	53	3	is	be	AUX
edu-401	53	4	a	a	DET
edu-401	53	5	program	program	NOUN
edu-401	53	6	showing	show	VERB
edu-401	53	7	a	a	DET
edu-401	53	8	progressive	progressive	ADJ
edu-401	53	9	relationship	relationship	NOUN
edu-401	53	10	from	from	ADP
edu-401	53	11	simple	simple	ADJ
edu-401	53	12	to	to	ADP
edu-401	53	13	complex	complex	ADJ
edu-401	53	14	,	,	PUNCT
edu-401	53	15	from	from	ADP
edu-401	53	16	easy	easy	ADJ
edu-401	53	17	to	to	PART
edu-401	53	18	difficult	difficult	ADJ
edu-401	53	19	,	,	PUNCT
edu-401	53	20	from	from	ADP
edu-401	53	21	concrete	concrete	ADJ
edu-401	53	22	to	to	ADP
edu-401	53	23	abstract	abstract	ADJ
edu-401	53	24	,	,	PUNCT
edu-401	53	25	from	from	ADP
edu-401	53	26	known	know	VERB
edu-401	53	27	to	to	ADP
edu-401	53	28	unknown	unknown	ADJ
edu-401	53	29	,	,	PUNCT
edu-401	53	30	from	from	ADP
edu-401	53	31	close	close	ADV
edu-401	53	32	to	to	ADP
edu-401	53	33	far	far	ADV
edu-401	53	34	.	.	PUNCT
edu-401	54	1	these	these	DET
edu-401	54	2	steps	step	NOUN
edu-401	54	3	follow	follow	VERB
edu-401	54	4	a	a	DET
edu-401	54	5	path	path	NOUN
edu-401	54	6	from	from	ADP
edu-401	54	7	the	the	DET
edu-401	54	8	understanding	understanding	NOUN
edu-401	54	9	of	of	ADP
edu-401	54	10	basic	basic	ADJ
edu-401	54	11	knowledge	knowledge	NOUN
edu-401	54	12	and	and	CCONJ
edu-401	54	13	skills	skill	NOUN
edu-401	54	14	to	to	ADP
edu-401	54	15	the	the	DET
edu-401	54	16	acquisition	acquisition	NOUN
edu-401	54	17	of	of	ADP
edu-401	54	18	high	high	ADJ
edu-401	54	19	-	-	PUNCT
edu-401	54	20	level	level	NOUN
edu-401	54	21	thinking	thinking	NOUN
edu-401	54	22	skills	skill	NOUN
edu-401	54	23	(	(	PUNCT
edu-401	54	24	boead	boead	NOUN
edu-401	54	25	,	,	PUNCT
edu-401	54	26	2013	2013	NUM
edu-401	54	27	)	)	PUNCT
edu-401	54	28	.	.	PUNCT
edu-401	55	1	the	the	DET
edu-401	55	2	cascading	cascade	VERB
edu-401	55	3	curriculum	curriculum	NOUN
edu-401	55	4	includes	include	VERB
edu-401	55	5	three	three	NUM
edu-401	55	6	basic	basic	ADJ
edu-401	55	7	steps	step	NOUN
edu-401	55	8	:	:	PUNCT
edu-401	55	9	1st	1st	ADJ
edu-401	55	10	step	step	NOUN
edu-401	55	11	-	-	PUNCT
edu-401	55	12	beginning	beginning	NOUN
edu-401	55	13	level	level	NOUN
edu-401	55	14	:	:	PUNCT
edu-401	55	15	it	it	PRON
edu-401	55	16	includes	include	VERB
edu-401	55	17	learning	learn	VERB
edu-401	55	18	the	the	DET
edu-401	55	19	rules	rule	NOUN
edu-401	55	20	of	of	ADP
edu-401	55	21	the	the	DET
edu-401	55	22	games	game	NOUN
edu-401	55	23	,	,	PUNCT
edu-401	55	24	to	to	PART
edu-401	55	25	gain	gain	VERB
edu-401	55	26	basic	basic	ADJ
edu-401	55	27	knowledge	knowledge	NOUN
edu-401	55	28	and	and	CCONJ
edu-401	55	29	skills	skill	NOUN
edu-401	55	30	,	,	PUNCT
edu-401	55	31	to	to	PART
edu-401	55	32	play	play	VERB
edu-401	55	33	beginner	beginner	NOUN
edu-401	55	34	games	game	NOUN
edu-401	55	35	and	and	CCONJ
edu-401	55	36	to	to	PART
edu-401	55	37	solve	solve	VERB
edu-401	55	38	puzzles	puzzle	NOUN
edu-401	55	39	.	.	PUNCT
edu-401	56	1	2nd	2nd	ADJ
edu-401	56	2	step	step	NOUN
edu-401	56	3	-	-	PUNCT
edu-401	56	4	intermediate	intermediate	ADJ
edu-401	56	5	level	level	NOUN
edu-401	56	6	:	:	PUNCT
edu-401	56	7	it	it	PRON
edu-401	56	8	involves	involve	VERB
edu-401	56	9	making	make	VERB
edu-401	56	10	logical	logical	ADJ
edu-401	56	11	inferences	inference	NOUN
edu-401	56	12	,	,	PUNCT
edu-401	56	13	starting	start	VERB
edu-401	56	14	from	from	ADP
edu-401	56	15	the	the	DET
edu-401	56	16	right	right	ADJ
edu-401	56	17	place	place	NOUN
edu-401	56	18	in	in	ADP
edu-401	56	19	the	the	DET
edu-401	56	20	puzzles	puzzle	NOUN
edu-401	56	21	,	,	PUNCT
edu-401	56	22	applying	apply	VERB
edu-401	56	23	basic	basic	ADJ
edu-401	56	24	strategies	strategy	NOUN
edu-401	56	25	in	in	ADP
edu-401	56	26	strategy	strategy	NOUN
edu-401	56	27	games	game	NOUN
edu-401	56	28	,	,	PUNCT
edu-401	56	29	playing	play	VERB
edu-401	56	30	mid	mid	ADJ
edu-401	56	31	-	-	NOUN
edu-401	56	32	level	level	ADJ
edu-401	56	33	games	game	NOUN
edu-401	56	34	and	and	CCONJ
edu-401	56	35	solving	solve	VERB
edu-401	56	36	puzzles	puzzle	NOUN
edu-401	56	37	.	.	PUNCT
edu-401	57	1	3rd	3rd	ADJ
edu-401	57	2	step	step	NOUN
edu-401	57	3	-	-	PUNCT
edu-401	57	4	advanced	advanced	ADJ
edu-401	57	5	level	level	NOUN
edu-401	57	6	:	:	PUNCT
edu-401	57	7	it	it	PRON
edu-401	57	8	involves	involve	VERB
edu-401	57	9	high	high	ADJ
edu-401	57	10	level	level	NOUN
edu-401	57	11	knowledge	knowledge	NOUN
edu-401	57	12	and	and	CCONJ
edu-401	57	13	skills	skill	NOUN
edu-401	57	14	such	such	ADJ
edu-401	57	15	as	as	ADP
edu-401	57	16	analyzing	analyze	VERB
edu-401	57	17	,	,	PUNCT
edu-401	57	18	putting	put	VERB
edu-401	57	19	forward	forward	ADV
edu-401	57	20	original	original	ADJ
edu-401	57	21	strategies	strategy	NOUN
edu-401	57	22	,	,	PUNCT
edu-401	57	23	evaluating	evaluating	NOUN
edu-401	57	24	,	,	PUNCT
edu-401	57	25	generalizing	generalize	VERB
edu-401	57	26	.	.	PUNCT
edu-401	58	1	playing	play	VERB
edu-401	58	2	advanced	advanced	ADJ
edu-401	58	3	games	game	NOUN
edu-401	58	4	,	,	PUNCT
edu-401	58	5	solving	solve	VERB
edu-401	58	6	puzzles	puzzle	NOUN
edu-401	58	7	and	and	CCONJ
edu-401	58	8	benefiting	benefit	VERB
edu-401	58	9	from	from	ADP
edu-401	58	10	the	the	DET
edu-401	58	11	experiences	experience	NOUN
edu-401	58	12	of	of	ADP
edu-401	58	13	others	other	NOUN
edu-401	58	14	are	be	AUX
edu-401	58	15	in	in	ADP
edu-401	58	16	this	this	DET
edu-401	58	17	stage	stage	NOUN
edu-401	58	18	(	(	PUNCT
edu-401	58	19	boead	boead	NOUN
edu-401	58	20	,	,	PUNCT
edu-401	58	21	2013	2013	NUM
edu-401	58	22	)	)	PUNCT
edu-401	58	23	.	.	PUNCT
edu-401	59	1	asian	asian	ADJ
edu-401	59	2	journal	journal	PROPN
edu-401	59	3	of	of	ADP
edu-401	59	4	education	education	NOUN
edu-401	59	5	and	and	CCONJ
edu-401	59	6	training	training	NOUN
edu-401	59	7	,	,	PUNCT
edu-401	59	8	2019	2019	NUM
edu-401	59	9	,	,	PUNCT
edu-401	59	10	5(1	5(1	NUM
edu-401	59	11	):	):	PUNCT
edu-401	59	12	176	176	NUM
edu-401	59	13	-	-	SYM
edu-401	59	14	182	182	NUM
edu-401	59	15	178	178	NUM
edu-401	59	16	©	©	PROPN
edu-401	59	17	2019	2019	NUM
edu-401	59	18	by	by	ADP
edu-401	59	19	the	the	DET
edu-401	59	20	authors	author	NOUN
edu-401	59	21	;	;	PUNCT
edu-401	59	22	licensee	licensee	PROPN
edu-401	59	23	asian	asian	ADJ
edu-401	59	24	online	online	PROPN
edu-401	59	25	journal	journal	PROPN
edu-401	59	26	publishing	publishing	NOUN
edu-401	59	27	group	group	NOUN
edu-401	59	28	table-1	table-1	PROPN
edu-401	59	29	.	.	PUNCT
edu-401	60	1	units	unit	NOUN
edu-401	60	2	in	in	ADP
edu-401	60	3	the	the	DET
edu-401	60	4	program	program	NOUN
edu-401	60	5	were	be	AUX
edu-401	60	6	designed	design	VERB
edu-401	60	7	for	for	ADP
edu-401	60	8	different	different	ADJ
edu-401	60	9	game	game	NOUN
edu-401	60	10	types	type	NOUN
edu-401	60	11	.	.	PUNCT
edu-401	61	1	level	level	NOUN
edu-401	61	2	/	/	SYM
edu-401	61	3	games	game	NOUN
edu-401	61	4	beginning	begin	VERB
edu-401	61	5	level	level	NOUN
edu-401	61	6	intermediate	intermediate	ADJ
edu-401	61	7	level	level	NOUN
edu-401	61	8	advanced	advanced	ADJ
edu-401	61	9	level	level	NOUN
edu-401	61	10	geometric	geometric	ADJ
edu-401	61	11	–	–	PUNCT
edu-401	61	12	mechanical	mechanical	ADJ
edu-401	61	13	games	game	NOUN
edu-401	61	14	1	1	NUM
edu-401	61	15	.	.	PUNCT
edu-401	61	16	games	game	NOUN
edu-401	61	17	that	that	PRON
edu-401	61	18	are	be	AUX
edu-401	61	19	nonsystematic	nonsystematic	ADJ
edu-401	61	20	and	and	CCONJ
edu-401	61	21	can	can	AUX
edu-401	61	22	be	be	AUX
edu-401	61	23	solved	solve	VERB
edu-401	61	24	with	with	ADP
edu-401	61	25	few	few	ADJ
edu-401	61	26	trial	trial	NOUN
edu-401	61	27	and	and	CCONJ
edu-401	61	28	error	error	NOUN
edu-401	61	29	.	.	PUNCT
edu-401	62	1	1	1	X
edu-401	62	2	.	.	NUM
edu-401	62	3	games	game	NOUN
edu-401	62	4	that	that	PRON
edu-401	62	5	can	can	AUX
edu-401	62	6	be	be	AUX
edu-401	62	7	solved	solve	VERB
edu-401	62	8	with	with	ADP
edu-401	62	9	few	few	ADJ
edu-401	62	10	and	and	CCONJ
edu-401	62	11	systematic	systematic	ADJ
edu-401	62	12	or	or	CCONJ
edu-401	62	13	intuitive	intuitive	ADJ
edu-401	62	14	trial	trial	NOUN
edu-401	62	15	and	and	CCONJ
edu-401	62	16	error	error	NOUN
edu-401	62	17	.	.	PUNCT
edu-401	63	1	2	2	X
edu-401	63	2	.	.	NUM
edu-401	63	3	games	game	NOUN
edu-401	63	4	that	that	PRON
edu-401	63	5	can	can	AUX
edu-401	63	6	be	be	AUX
edu-401	63	7	solved	solve	VERB
edu-401	63	8	by	by	ADP
edu-401	63	9	finding	find	VERB
edu-401	63	10	a	a	DET
edu-401	63	11	single	single	ADJ
edu-401	63	12	key	key	ADJ
edu-401	63	13	idea	idea	NOUN
edu-401	63	14	.	.	PUNCT
edu-401	64	1	1	1	X
edu-401	64	2	.	.	NUM
edu-401	64	3	games	game	NOUN
edu-401	64	4	that	that	PRON
edu-401	64	5	can	can	AUX
edu-401	64	6	be	be	AUX
edu-401	64	7	solved	solve	VERB
edu-401	64	8	with	with	ADP
edu-401	64	9	numerous	numerous	ADJ
edu-401	64	10	and	and	CCONJ
edu-401	64	11	systematic	systematic	ADJ
edu-401	64	12	or	or	CCONJ
edu-401	64	13	intuitive	intuitive	ADJ
edu-401	64	14	trial	trial	NOUN
edu-401	64	15	and	and	CCONJ
edu-401	64	16	error	error	NOUN
edu-401	64	17	.	.	PUNCT
edu-401	65	1	2	2	X
edu-401	65	2	.	.	NUM
edu-401	65	3	games	game	NOUN
edu-401	65	4	that	that	PRON
edu-401	65	5	can	can	AUX
edu-401	65	6	be	be	AUX
edu-401	65	7	solved	solve	VERB
edu-401	65	8	by	by	ADP
edu-401	65	9	using	use	VERB
edu-401	65	10	more	more	ADJ
edu-401	65	11	than	than	ADP
edu-401	65	12	one	one	NUM
edu-401	65	13	key	key	ADJ
edu-401	65	14	ideas	idea	NOUN
edu-401	65	15	.	.	PUNCT
edu-401	66	1	verbal	verbal	ADJ
edu-401	66	2	games	game	NOUN
edu-401	66	3	1	1	NUM
edu-401	66	4	.	.	PUNCT
edu-401	66	5	games	game	NOUN
edu-401	66	6	in	in	ADP
edu-401	66	7	which	which	PRON
edu-401	66	8	progress	progress	NOUN
edu-401	66	9	is	be	AUX
edu-401	66	10	made	make	VERB
edu-401	66	11	by	by	ADP
edu-401	66	12	listing	list	VERB
edu-401	66	13	all	all	DET
edu-401	66	14	possibilities	possibility	NOUN
edu-401	66	15	.	.	PUNCT
edu-401	67	1	1	1	X
edu-401	67	2	.	.	NUM
edu-401	67	3	games	game	NOUN
edu-401	67	4	in	in	ADP
edu-401	67	5	which	which	PRON
edu-401	67	6	words	word	NOUN
edu-401	67	7	appropriate	appropriate	ADJ
edu-401	67	8	to	to	ADP
edu-401	67	9	the	the	DET
edu-401	67	10	rule	rule	NOUN
edu-401	67	11	are	be	AUX
edu-401	67	12	derived	derive	VERB
edu-401	67	13	by	by	ADP
edu-401	67	14	using	use	VERB
edu-401	67	15	vocabulary	vocabulary	NOUN
edu-401	67	16	.	.	PUNCT
edu-401	68	1	2	2	X
edu-401	68	2	.	.	NUM
edu-401	68	3	games	game	NOUN
edu-401	68	4	that	that	DET
edu-401	68	5	game	game	NOUN
edu-401	68	6	-	-	PUNCT
edu-401	68	7	specific	specific	ADJ
edu-401	68	8	basic	basic	ADJ
edu-401	68	9	strategies	strategy	NOUN
edu-401	68	10	are	be	AUX
edu-401	68	11	used	use	VERB
edu-401	68	12	.	.	PUNCT
edu-401	69	1	1	1	X
edu-401	69	2	.	.	NUM
edu-401	69	3	games	game	NOUN
edu-401	69	4	in	in	ADP
edu-401	69	5	which	which	PRON
edu-401	69	6	researches	research	VERB
edu-401	69	7	based	base	VERB
edu-401	69	8	on	on	ADP
edu-401	69	9	intelligent	intelligent	ADJ
edu-401	69	10	predictions	prediction	NOUN
edu-401	69	11	to	to	PART
edu-401	69	12	reach	reach	VERB
edu-401	69	13	a	a	DET
edu-401	69	14	solution	solution	NOUN
edu-401	69	15	are	be	AUX
edu-401	69	16	made	make	VERB
edu-401	69	17	.	.	PUNCT
edu-401	70	1	2	2	X
edu-401	70	2	.	.	NUM
edu-401	70	3	games	game	NOUN
edu-401	70	4	that	that	PRON
edu-401	70	5	the	the	DET
edu-401	70	6	player	player	NOUN
edu-401	70	7	developed	develop	VERB
edu-401	70	8	and	and	CCONJ
edu-401	70	9	used	use	VERB
edu-401	70	10	game	game	NOUN
edu-401	70	11	-	-	PUNCT
edu-401	70	12	specific	specific	ADJ
edu-401	70	13	strategy	strategy	NOUN
edu-401	70	14	.	.	PUNCT
edu-401	71	1	source	source	NOUN
edu-401	71	2	:	:	PUNCT
edu-401	71	3	boead	boead	NOUN
edu-401	71	4	(	(	PUNCT
edu-401	71	5	2013	2013	NUM
edu-401	71	6	)	)	PUNCT
edu-401	71	7	.	.	PUNCT
edu-401	72	1	the	the	DET
edu-401	72	2	focus	focus	NOUN
edu-401	72	3	of	of	ADP
edu-401	72	4	the	the	DET
edu-401	72	5	program	program	NOUN
edu-401	72	6	is	be	AUX
edu-401	72	7	on	on	ADP
edu-401	72	8	developing	develop	VERB
edu-401	72	9	students	student	NOUN
edu-401	72	10	'	'	PART
edu-401	72	11	problem	problem	NOUN
edu-401	72	12	solving	solving	NOUN
edu-401	72	13	,	,	PUNCT
edu-401	72	14	communication	communication	NOUN
edu-401	72	15	and	and	CCONJ
edu-401	72	16	reasoning	reasoning	NOUN
edu-401	72	17	,	,	PUNCT
edu-401	72	18	selfregulation	selfregulation	NOUN
edu-401	72	19	and	and	CCONJ
edu-401	72	20	psychomotor	psychomotor	NOUN
edu-401	72	21	skills	skill	NOUN
edu-401	72	22	and	and	CCONJ
edu-401	72	23	affective	affective	ADJ
edu-401	72	24	characteristics	characteristic	NOUN
edu-401	72	25	.	.	PUNCT
edu-401	73	1	the	the	DET
edu-401	73	2	following	follow	VERB
edu-401	73	3	objectives	objective	NOUN
edu-401	73	4	should	should	AUX
edu-401	73	5	be	be	AUX
edu-401	73	6	considered	consider	VERB
edu-401	73	7	in	in	ADP
edu-401	73	8	the	the	DET
edu-401	73	9	implementation	implementation	NOUN
edu-401	73	10	of	of	ADP
edu-401	73	11	games	game	NOUN
edu-401	73	12	for	for	ADP
edu-401	73	13	the	the	DET
edu-401	73	14	development	development	NOUN
edu-401	73	15	of	of	ADP
edu-401	73	16	problem	problem	NOUN
edu-401	73	17	solving	solving	NOUN
edu-401	73	18	skills	skill	NOUN
edu-401	73	19	:	:	PUNCT
edu-401	73	20	1	1	X
edu-401	73	21	.	.	X
edu-401	73	22	developing	develop	VERB
edu-401	73	23	the	the	DET
edu-401	73	24	ability	ability	NOUN
edu-401	73	25	to	to	PART
edu-401	73	26	question	question	VERB
edu-401	73	27	the	the	DET
edu-401	73	28	nature	nature	NOUN
edu-401	73	29	of	of	ADP
edu-401	73	30	the	the	DET
edu-401	73	31	problem	problem	NOUN
edu-401	73	32	to	to	PART
edu-401	73	33	fully	fully	ADV
edu-401	73	34	understand	understand	VERB
edu-401	73	35	the	the	DET
edu-401	73	36	problems	problem	NOUN
edu-401	73	37	,	,	PUNCT
edu-401	73	38	2	2	X
edu-401	73	39	.	.	X
edu-401	73	40	developing	develop	VERB
edu-401	73	41	various	various	ADJ
edu-401	73	42	problem	problem	NOUN
edu-401	73	43	solving	solve	VERB
edu-401	73	44	methods	method	NOUN
edu-401	73	45	and	and	CCONJ
edu-401	73	46	strategies	strategy	NOUN
edu-401	73	47	by	by	ADP
edu-401	73	48	using	use	VERB
edu-401	73	49	different	different	ADJ
edu-401	73	50	mind	mind	NOUN
edu-401	73	51	games	game	NOUN
edu-401	73	52	,	,	PUNCT
edu-401	73	53	3	3	X
edu-401	73	54	.	.	X
edu-401	73	55	developing	develop	VERB
edu-401	73	56	students	student	NOUN
edu-401	73	57	'	'	PART
edu-401	73	58	self	self	NOUN
edu-401	73	59	-	-	PUNCT
edu-401	73	60	confidence	confidence	NOUN
edu-401	73	61	through	through	ADP
edu-401	73	62	experience	experience	NOUN
edu-401	73	63	in	in	ADP
edu-401	73	64	problem	problem	NOUN
edu-401	73	65	solving	solving	NOUN
edu-401	73	66	,	,	PUNCT
edu-401	73	67	4	4	X
edu-401	73	68	.	.	X
edu-401	73	69	developing	develop	VERB
edu-401	73	70	fast	fast	ADJ
edu-401	73	71	and	and	CCONJ
edu-401	73	72	effective	effective	ADJ
edu-401	73	73	decision	decision	NOUN
edu-401	73	74	-	-	PUNCT
edu-401	73	75	making	making	NOUN
edu-401	73	76	skills	skill	NOUN
edu-401	73	77	,	,	PUNCT
edu-401	73	78	5	5	NUM
edu-401	73	79	.	.	X
edu-401	73	80	developing	develop	VERB
edu-401	73	81	a	a	DET
edu-401	73	82	questioning	questioning	NOUN
edu-401	73	83	and	and	CCONJ
edu-401	73	84	skeptical	skeptical	ADJ
edu-401	73	85	approach	approach	NOUN
edu-401	73	86	to	to	PART
edu-401	73	87	solve	solve	VERB
edu-401	73	88	problems	problem	NOUN
edu-401	73	89	,	,	PUNCT
edu-401	73	90	6	6	NUM
edu-401	73	91	.	.	X
edu-401	73	92	helping	help	VERB
edu-401	73	93	to	to	PART
edu-401	73	94	recognize	recognize	VERB
edu-401	73	95	their	their	PRON
edu-401	73	96	individual	individual	ADJ
edu-401	73	97	strengths	strength	NOUN
edu-401	73	98	and	and	CCONJ
edu-401	73	99	weaknesses	weakness	NOUN
edu-401	73	100	(	(	PUNCT
edu-401	73	101	boead	boead	NOUN
edu-401	73	102	,	,	PUNCT
edu-401	73	103	2013	2013	NUM
edu-401	73	104	)	)	PUNCT
edu-401	73	105	.	.	PUNCT
edu-401	74	1	problem	problem	NOUN
edu-401	74	2	statement	statement	NOUN
edu-401	74	3	:	:	PUNCT
edu-401	74	4	the	the	DET
edu-401	74	5	general	general	ADJ
edu-401	74	6	problem	problem	NOUN
edu-401	74	7	statement	statement	NOUN
edu-401	74	8	of	of	ADP
edu-401	74	9	this	this	DET
edu-401	74	10	research	research	NOUN
edu-401	74	11	can	can	AUX
edu-401	74	12	be	be	AUX
edu-401	74	13	expressed	express	VERB
edu-401	74	14	as	as	ADP
edu-401	74	15	“	"	PUNCT
edu-401	74	16	development	development	NOUN
edu-401	74	17	of	of	ADP
edu-401	74	18	a	a	DET
edu-401	74	19	test	test	NOUN
edu-401	74	20	to	to	PART
edu-401	74	21	determine	determine	VERB
edu-401	74	22	the	the	DET
edu-401	74	23	drawing	drawing	NOUN
edu-401	74	24	a	a	DET
edu-401	74	25	shape	shape	NOUN
edu-401	74	26	-	-	PUNCT
edu-401	74	27	schema	schema	NOUN
edu-401	74	28	and	and	CCONJ
edu-401	74	29	making	make	VERB
edu-401	74	30	a	a	DET
edu-401	74	31	table	table	NOUN
edu-401	74	32	levels	level	NOUN
edu-401	74	33	of	of	ADP
edu-401	74	34	prospective	prospective	ADJ
edu-401	74	35	teachers	teacher	NOUN
edu-401	74	36	at	at	ADP
edu-401	74	37	mathematics	mathematics	PROPN
edu-401	74	38	and	and	CCONJ
edu-401	74	39	science	science	NOUN
edu-401	74	40	education	education	NOUN
edu-401	74	41	,	,	PUNCT
edu-401	74	42	turkish	turkish	ADJ
edu-401	74	43	and	and	CCONJ
edu-401	74	44	social	social	ADJ
edu-401	74	45	sciences	science	NOUN
edu-401	74	46	education	education	NOUN
edu-401	74	47	and	and	CCONJ
edu-401	74	48	basic	basic	ADJ
edu-401	74	49	education	education	NOUN
edu-401	74	50	departments	department	NOUN
edu-401	74	51	”	"	PUNCT
edu-401	74	52	.	.	PUNCT
edu-401	75	1	purpose	purpose	NOUN
edu-401	75	2	of	of	ADP
edu-401	75	3	the	the	DET
edu-401	75	4	study	study	NOUN
edu-401	75	5	:	:	PUNCT
edu-401	75	6	in	in	ADP
edu-401	75	7	this	this	DET
edu-401	75	8	research	research	NOUN
edu-401	75	9	,	,	PUNCT
edu-401	75	10	it	it	PRON
edu-401	75	11	is	be	AUX
edu-401	75	12	aimed	aim	VERB
edu-401	75	13	to	to	PART
edu-401	75	14	develop	develop	VERB
edu-401	75	15	a	a	DET
edu-401	75	16	valid	valid	ADJ
edu-401	75	17	and	and	CCONJ
edu-401	75	18	reliable	reliable	ADJ
edu-401	75	19	test	test	NOUN
edu-401	75	20	to	to	PART
edu-401	75	21	determine	determine	VERB
edu-401	75	22	the	the	DET
edu-401	75	23	drawing	drawing	NOUN
edu-401	75	24	a	a	DET
edu-401	75	25	shape	shape	NOUN
edu-401	75	26	-	-	PUNCT
edu-401	75	27	schema	schema	NOUN
edu-401	75	28	and	and	CCONJ
edu-401	75	29	making	make	VERB
edu-401	75	30	a	a	DET
edu-401	75	31	table	table	NOUN
edu-401	75	32	levels	level	NOUN
edu-401	75	33	of	of	ADP
edu-401	75	34	prospective	prospective	ADJ
edu-401	75	35	teachers	teacher	NOUN
edu-401	75	36	at	at	ADP
edu-401	75	37	mathematics	mathematics	PROPN
edu-401	75	38	and	and	CCONJ
edu-401	75	39	science	science	NOUN
edu-401	75	40	education	education	NOUN
edu-401	75	41	,	,	PUNCT
edu-401	75	42	turkish	turkish	ADJ
edu-401	75	43	and	and	CCONJ
edu-401	75	44	social	social	ADJ
edu-401	75	45	sciences	science	NOUN
edu-401	75	46	education	education	NOUN
edu-401	75	47	and	and	CCONJ
edu-401	75	48	basic	basic	ADJ
edu-401	75	49	education	education	NOUN
edu-401	75	50	departments	department	NOUN
edu-401	75	51	.	.	PUNCT
edu-401	76	1	considering	consider	VERB
edu-401	76	2	that	that	SCONJ
edu-401	76	3	the	the	DET
edu-401	76	4	people	people	NOUN
edu-401	76	5	who	who	PRON
edu-401	76	6	will	will	AUX
edu-401	76	7	teach	teach	VERB
edu-401	76	8	drawing	draw	VERB
edu-401	76	9	a	a	DET
edu-401	76	10	shape	shape	NOUN
edu-401	76	11	-	-	PUNCT
edu-401	76	12	schema	schema	NOUN
edu-401	76	13	and	and	CCONJ
edu-401	76	14	making	make	VERB
edu-401	76	15	a	a	DET
edu-401	76	16	table	table	NOUN
edu-401	76	17	skills	skill	NOUN
edu-401	76	18	to	to	ADP
edu-401	76	19	the	the	DET
edu-401	76	20	students	student	NOUN
edu-401	76	21	are	be	AUX
edu-401	76	22	the	the	DET
edu-401	76	23	teachers	teacher	NOUN
edu-401	76	24	,	,	PUNCT
edu-401	76	25	it	it	PRON
edu-401	76	26	is	be	AUX
edu-401	76	27	necessary	necessary	ADJ
edu-401	76	28	that	that	SCONJ
edu-401	76	29	prospective	prospective	ADJ
edu-401	76	30	teachers	teacher	NOUN
edu-401	76	31	should	should	AUX
edu-401	76	32	have	have	VERB
edu-401	76	33	these	these	DET
edu-401	76	34	skills	skill	NOUN
edu-401	76	35	firstly	firstly	ADV
edu-401	76	36	.	.	PUNCT
edu-401	77	1	however	however	ADV
edu-401	77	2	,	,	PUNCT
edu-401	77	3	there	there	PRON
edu-401	77	4	has	have	AUX
edu-401	77	5	not	not	PART
edu-401	77	6	been	be	AUX
edu-401	77	7	a	a	DET
edu-401	77	8	sufficient	sufficient	ADJ
edu-401	77	9	study	study	NOUN
edu-401	77	10	on	on	ADP
edu-401	77	11	the	the	DET
edu-401	77	12	drawing	drawing	NOUN
edu-401	77	13	a	a	DET
edu-401	77	14	shape	shape	NOUN
edu-401	77	15	-	-	PUNCT
edu-401	77	16	schema	schema	NOUN
edu-401	77	17	and	and	CCONJ
edu-401	77	18	making	make	VERB
edu-401	77	19	a	a	DET
edu-401	77	20	table	table	NOUN
edu-401	77	21	skills	skill	NOUN
edu-401	77	22	of	of	ADP
edu-401	77	23	prospective	prospective	ADJ
edu-401	77	24	teachers	teacher	NOUN
edu-401	77	25	in	in	ADP
edu-401	77	26	our	our	PRON
edu-401	77	27	country	country	NOUN
edu-401	77	28	.	.	PUNCT
edu-401	78	1	in	in	ADP
edu-401	78	2	this	this	DET
edu-401	78	3	context	context	NOUN
edu-401	78	4	,	,	PUNCT
edu-401	78	5	in	in	ADP
edu-401	78	6	this	this	DET
edu-401	78	7	research	research	NOUN
edu-401	78	8	it	it	PRON
edu-401	78	9	is	be	AUX
edu-401	78	10	aimed	aim	VERB
edu-401	78	11	to	to	PART
edu-401	78	12	determine	determine	VERB
edu-401	78	13	the	the	DET
edu-401	78	14	levels	level	NOUN
edu-401	78	15	of	of	ADP
edu-401	78	16	prospective	prospective	ADJ
edu-401	78	17	teachers	teacher	NOUN
edu-401	78	18	studying	study	VERB
edu-401	78	19	in	in	ADP
edu-401	78	20	different	different	ADJ
edu-401	78	21	departments	department	NOUN
edu-401	78	22	.	.	PUNCT
edu-401	79	1	2	2	X
edu-401	79	2	.	.	X
edu-401	79	3	method	method	NOUN
edu-401	79	4	this	this	DET
edu-401	79	5	research	research	NOUN
edu-401	79	6	was	be	AUX
edu-401	79	7	carried	carry	VERB
edu-401	79	8	out	out	ADP
edu-401	79	9	with	with	ADP
edu-401	79	10	111	111	NUM
edu-401	79	11	randomly	randomly	ADV
edu-401	79	12	selected	select	VERB
edu-401	79	13	and	and	CCONJ
edu-401	79	14	volunteer	volunteer	NOUN
edu-401	79	15	prospective	prospective	ADJ
edu-401	79	16	teachers	teacher	NOUN
edu-401	79	17	studying	study	VERB
edu-401	79	18	at	at	ADP
edu-401	79	19	the	the	DET
edu-401	79	20	faculty	faculty	NOUN
edu-401	79	21	of	of	ADP
edu-401	79	22	education	education	NOUN
edu-401	79	23	of	of	ADP
edu-401	79	24	a	a	DET
edu-401	79	25	state	state	NOUN
edu-401	79	26	university	university	NOUN
edu-401	79	27	,	,	PUNCT
edu-401	79	28	which	which	PRON
edu-401	79	29	has	have	VERB
edu-401	79	30	an	an	DET
edu-401	79	31	important	important	ADJ
edu-401	79	32	place	place	NOUN
edu-401	79	33	in	in	ADP
edu-401	79	34	the	the	DET
edu-401	79	35	education	education	NOUN
edu-401	79	36	in	in	ADP
edu-401	79	37	turkey	turkey	NOUN
edu-401	79	38	.	.	PUNCT
edu-401	80	1	there	there	PRON
edu-401	80	2	is	be	VERB
edu-401	80	3	not	not	PART
edu-401	80	4	enough	enough	ADJ
edu-401	80	5	study	study	NOUN
edu-401	80	6	to	to	PART
edu-401	80	7	measure	measure	VERB
edu-401	80	8	the	the	DET
edu-401	80	9	drawing	draw	VERB
edu-401	80	10	a	a	DET
edu-401	80	11	shape	shape	NOUN
edu-401	80	12	-	-	PUNCT
edu-401	80	13	schema	schema	NOUN
edu-401	80	14	and	and	CCONJ
edu-401	80	15	making	make	VERB
edu-401	80	16	a	a	DET
edu-401	80	17	table	table	NOUN
edu-401	80	18	skills	skill	NOUN
edu-401	80	19	of	of	ADP
edu-401	80	20	prospective	prospective	ADJ
edu-401	80	21	teachers	teacher	NOUN
edu-401	80	22	in	in	ADP
edu-401	80	23	mathematics	mathematics	PROPN
edu-401	80	24	and	and	CCONJ
edu-401	80	25	science	science	NOUN
edu-401	80	26	education	education	NOUN
edu-401	80	27	,	,	PUNCT
edu-401	80	28	turkish	turkish	ADJ
edu-401	80	29	and	and	CCONJ
edu-401	80	30	social	social	ADJ
edu-401	80	31	sciences	science	NOUN
edu-401	80	32	education	education	NOUN
edu-401	80	33	and	and	CCONJ
edu-401	80	34	basic	basic	ADJ
edu-401	80	35	education	education	NOUN
edu-401	80	36	departments	department	NOUN
edu-401	80	37	.	.	PUNCT
edu-401	81	1	"	"	PUNCT
edu-401	81	2	success	success	NOUN
edu-401	81	3	test	test	NOUN
edu-401	81	4	development	development	NOUN
edu-401	81	5	stages	stage	NOUN
edu-401	81	6	rubric	rubric	NOUN
edu-401	81	7	"	"	PUNCT
edu-401	81	8	prepared	prepare	VERB
edu-401	81	9	by	by	ADP
edu-401	81	10	the	the	DET
edu-401	81	11	researchers	researcher	NOUN
edu-401	81	12	was	be	AUX
edu-401	81	13	used	use	VERB
edu-401	81	14	to	to	PART
edu-401	81	15	obtain	obtain	VERB
edu-401	81	16	the	the	DET
edu-401	81	17	data	datum	NOUN
edu-401	81	18	.	.	PUNCT
edu-401	82	1	while	while	SCONJ
edu-401	82	2	preparing	prepare	VERB
edu-401	82	3	this	this	DET
edu-401	82	4	rubric	rubric	NOUN
edu-401	82	5	,	,	PUNCT
edu-401	82	6	literature	literature	NOUN
edu-401	82	7	review	review	NOUN
edu-401	82	8	was	be	AUX
edu-401	82	9	made	make	VERB
edu-401	82	10	and	and	CCONJ
edu-401	82	11	success	success	NOUN
edu-401	82	12	test	test	NOUN
edu-401	82	13	development	development	NOUN
edu-401	82	14	stages	stage	NOUN
edu-401	82	15	were	be	AUX
edu-401	82	16	determined	determine	VERB
edu-401	82	17	as	as	SCONJ
edu-401	82	18	follows	follow	VERB
edu-401	82	19	.	.	PUNCT
edu-401	83	1	objective	objective	ADJ
edu-401	83	2	determination	determination	NOUN
edu-401	83	3	and	and	CCONJ
edu-401	83	4	literature	literature	NOUN
edu-401	83	5	review	review	PROPN
edu-401	83	6	:	:	PUNCT
edu-401	83	7	while	while	SCONJ
edu-401	83	8	preparing	prepare	VERB
edu-401	83	9	a	a	DET
edu-401	83	10	test	test	NOUN
edu-401	83	11	of	of	ADP
edu-401	83	12	achievement	achievement	NOUN
edu-401	83	13	,	,	PUNCT
edu-401	83	14	at	at	ADP
edu-401	83	15	first	first	ADV
edu-401	83	16	the	the	DET
edu-401	83	17	purpose	purpose	NOUN
edu-401	83	18	of	of	ADP
edu-401	83	19	the	the	DET
edu-401	83	20	test	test	NOUN
edu-401	83	21	was	be	AUX
edu-401	83	22	determined	determine	VERB
edu-401	83	23	and	and	CCONJ
edu-401	83	24	a	a	DET
edu-401	83	25	literature	literature	NOUN
edu-401	83	26	review	review	NOUN
edu-401	83	27	of	of	ADP
edu-401	83	28	the	the	DET
edu-401	83	29	test	test	NOUN
edu-401	83	30	was	be	AUX
edu-401	83	31	conducted	conduct	VERB
edu-401	83	32	.	.	PUNCT
edu-401	84	1	table	table	NOUN
edu-401	84	2	of	of	ADP
edu-401	84	3	specifications	specification	NOUN
edu-401	84	4	:	:	PUNCT
edu-401	84	5	table	table	NOUN
edu-401	84	6	of	of	ADP
edu-401	84	7	specifications	specification	NOUN
edu-401	84	8	provides	provide	VERB
edu-401	84	9	guidance	guidance	NOUN
edu-401	84	10	in	in	ADP
edu-401	84	11	ensuring	ensure	VERB
edu-401	84	12	the	the	DET
edu-401	84	13	scope	scope	NOUN
edu-401	84	14	validity	validity	NOUN
edu-401	84	15	of	of	ADP
edu-401	84	16	the	the	DET
edu-401	84	17	measuring	measure	VERB
edu-401	84	18	instrument	instrument	NOUN
edu-401	84	19	.	.	PUNCT
edu-401	85	1	in	in	ADP
edu-401	85	2	order	order	NOUN
edu-401	85	3	to	to	PART
edu-401	85	4	show	show	VERB
edu-401	85	5	clearly	clearly	ADV
edu-401	85	6	which	which	DET
edu-401	85	7	cognitive	cognitive	ADJ
edu-401	85	8	areas	area	NOUN
edu-401	85	9	the	the	DET
edu-401	85	10	questions	question	NOUN
edu-401	85	11	in	in	ADP
edu-401	85	12	the	the	DET
edu-401	85	13	item	item	NOUN
edu-401	85	14	pool	pool	NOUN
edu-401	85	15	are	be	AUX
edu-401	85	16	,	,	PUNCT
edu-401	85	17	a	a	DET
edu-401	85	18	table	table	NOUN
edu-401	85	19	of	of	ADP
edu-401	85	20	specifications	specification	NOUN
edu-401	85	21	has	have	AUX
edu-401	85	22	been	be	AUX
edu-401	85	23	formed	form	VERB
edu-401	85	24	.	.	PUNCT
edu-401	86	1	item	item	NOUN
edu-401	86	2	pool	pool	NOUN
edu-401	86	3	(	(	PUNCT
edu-401	86	4	question	question	NOUN
edu-401	86	5	generation	generation	NOUN
edu-401	86	6	):	):	PUNCT
edu-401	86	7	the	the	DET
edu-401	86	8	process	process	NOUN
edu-401	86	9	of	of	ADP
edu-401	86	10	creating	create	VERB
edu-401	86	11	a	a	DET
edu-401	86	12	draft	draft	NOUN
edu-401	86	13	success	success	NOUN
edu-401	86	14	test	test	NOUN
edu-401	86	15	has	have	AUX
edu-401	86	16	started	start	VERB
edu-401	86	17	after	after	ADP
edu-401	86	18	the	the	DET
edu-401	86	19	literature	literature	PROPN
edu-401	86	20	review	review	PROPN
edu-401	86	21	.	.	PUNCT
edu-401	87	1	the	the	DET
edu-401	87	2	most	most	ADV
edu-401	87	3	important	important	ADJ
edu-401	87	4	stage	stage	NOUN
edu-401	87	5	of	of	ADP
edu-401	87	6	the	the	DET
edu-401	87	7	success	success	NOUN
edu-401	87	8	test	test	NOUN
edu-401	87	9	preparation	preparation	NOUN
edu-401	87	10	process	process	NOUN
edu-401	87	11	is	be	AUX
edu-401	87	12	generating	generate	VERB
edu-401	87	13	questions	question	NOUN
edu-401	87	14	.	.	PUNCT
edu-401	88	1	in	in	ADP
edu-401	88	2	this	this	DET
edu-401	88	3	process	process	NOUN
edu-401	88	4	,	,	PUNCT
edu-401	88	5	a	a	DET
edu-401	88	6	comprehensive	comprehensive	ADJ
edu-401	88	7	item	item	NOUN
edu-401	88	8	pool	pool	NOUN
edu-401	88	9	has	have	AUX
edu-401	88	10	been	be	AUX
edu-401	88	11	prepared	prepare	VERB
edu-401	88	12	with	with	ADP
edu-401	88	13	the	the	DET
edu-401	88	14	table	table	NOUN
edu-401	88	15	of	of	ADP
edu-401	88	16	specifications	specification	NOUN
edu-401	88	17	regarding	regard	VERB
edu-401	88	18	the	the	DET
edu-401	88	19	gains	gain	NOUN
edu-401	88	20	to	to	PART
edu-401	88	21	be	be	AUX
edu-401	88	22	measured	measure	VERB
edu-401	88	23	and	and	CCONJ
edu-401	88	24	the	the	DET
edu-401	88	25	highest	high	ADJ
edu-401	88	26	possible	possible	ADJ
edu-401	88	27	numbers	number	NOUN
edu-401	88	28	of	of	ADP
edu-401	88	29	substances	substance	NOUN
edu-401	88	30	have	have	AUX
edu-401	88	31	been	be	AUX
edu-401	88	32	produced	produce	VERB
edu-401	88	33	for	for	ADP
edu-401	88	34	each	each	DET
edu-401	88	35	gain	gain	NOUN
edu-401	88	36	.	.	PUNCT
edu-401	89	1	the	the	DET
edu-401	89	2	items	item	NOUN
edu-401	89	3	were	be	AUX
edu-401	89	4	prepared	prepare	VERB
edu-401	89	5	according	accord	VERB
edu-401	89	6	to	to	ADP
edu-401	89	7	the	the	DET
edu-401	89	8	characteristics	characteristic	NOUN
edu-401	89	9	of	of	ADP
edu-401	89	10	the	the	DET
edu-401	89	11	target	target	NOUN
edu-401	89	12	group	group	NOUN
edu-401	89	13	.	.	PUNCT
edu-401	90	1	in	in	ADP
edu-401	90	2	order	order	NOUN
edu-401	90	3	to	to	PART
edu-401	90	4	measure	measure	VERB
edu-401	90	5	these	these	DET
edu-401	90	6	skills	skill	NOUN
edu-401	90	7	,	,	PUNCT
edu-401	90	8	a	a	DET
edu-401	90	9	pool	pool	NOUN
edu-401	90	10	of	of	ADP
edu-401	90	11	18	18	NUM
edu-401	90	12	items	item	NOUN
edu-401	90	13	consisting	consist	VERB
edu-401	90	14	of	of	ADP
edu-401	90	15	drawing	draw	VERB
edu-401	90	16	a	a	DET
edu-401	90	17	shape	shape	NOUN
edu-401	90	18	/	/	SYM
edu-401	90	19	schema	schema	NOUN
edu-401	90	20	and	and	CCONJ
edu-401	90	21	making	make	VERB
edu-401	90	22	a	a	DET
edu-401	90	23	table	table	NOUN
edu-401	90	24	sub	sub	NOUN
edu-401	90	25	-	-	NOUN
edu-401	90	26	dimensions	dimension	NOUN
edu-401	90	27	was	be	AUX
edu-401	90	28	formed	form	VERB
edu-401	90	29	from	from	ADP
edu-401	90	30	the	the	DET
edu-401	90	31	methods	method	NOUN
edu-401	90	32	used	use	VERB
edu-401	90	33	in	in	ADP
edu-401	90	34	problem	problem	NOUN
edu-401	90	35	solving	solve	VERB
edu-401	90	36	in	in	ADP
edu-401	90	37	this	this	DET
edu-401	90	38	study	study	NOUN
edu-401	90	39	.	.	PUNCT
edu-401	91	1	after	after	SCONJ
edu-401	91	2	the	the	DET
edu-401	91	3	items	item	NOUN
edu-401	91	4	were	be	AUX
edu-401	91	5	created	create	VERB
edu-401	91	6	,	,	PUNCT
edu-401	91	7	the	the	DET
edu-401	91	8	test	test	NOUN
edu-401	91	9	was	be	AUX
edu-401	91	10	submitted	submit	VERB
edu-401	91	11	to	to	ADP
edu-401	91	12	expert	expert	NOUN
edu-401	91	13	opinions	opinion	NOUN
edu-401	91	14	for	for	ADP
edu-401	91	15	the	the	DET
edu-401	91	16	studies	study	NOUN
edu-401	91	17	of	of	ADP
edu-401	91	18	the	the	DET
edu-401	91	19	scope	scope	NOUN
edu-401	91	20	validity	validity	NOUN
edu-401	91	21	(	(	PUNCT
edu-401	91	22	alpar	alpar	NOUN
edu-401	91	23	,	,	PUNCT
edu-401	91	24	2012	2012	NUM
edu-401	91	25	)	)	PUNCT
edu-401	91	26	.	.	PUNCT
edu-401	92	1	asian	asian	ADJ
edu-401	92	2	journal	journal	PROPN
edu-401	92	3	of	of	ADP
edu-401	92	4	education	education	NOUN
edu-401	92	5	and	and	CCONJ
edu-401	92	6	training	training	NOUN
edu-401	92	7	,	,	PUNCT
edu-401	92	8	2019	2019	NUM
edu-401	92	9	,	,	PUNCT
edu-401	92	10	5(1	5(1	NUM
edu-401	92	11	):	):	PUNCT
edu-401	92	12	176	176	NUM
edu-401	92	13	-	-	SYM
edu-401	92	14	182	182	NUM
edu-401	92	15	179	179	NUM
edu-401	92	16	©	©	PROPN
edu-401	92	17	2019	2019	NUM
edu-401	92	18	by	by	ADP
edu-401	92	19	the	the	DET
edu-401	92	20	authors	author	NOUN
edu-401	92	21	;	;	PUNCT
edu-401	92	22	licensee	licensee	PROPN
edu-401	92	23	asian	asian	ADJ
edu-401	92	24	online	online	PROPN
edu-401	92	25	journal	journal	PROPN
edu-401	92	26	publishing	publishing	NOUN
edu-401	92	27	group	group	NOUN
edu-401	92	28	expert	expert	NOUN
edu-401	92	29	opinions	opinion	NOUN
edu-401	92	30	and	and	CCONJ
edu-401	92	31	studies	study	NOUN
edu-401	92	32	of	of	ADP
edu-401	92	33	the	the	DET
edu-401	92	34	scope	scope	NOUN
edu-401	92	35	validity	validity	NOUN
edu-401	92	36	:	:	PUNCT
edu-401	92	37	after	after	ADP
edu-401	92	38	the	the	DET
edu-401	92	39	preparation	preparation	NOUN
edu-401	92	40	of	of	ADP
edu-401	92	41	the	the	DET
edu-401	92	42	item	item	NOUN
edu-401	92	43	pool	pool	NOUN
edu-401	92	44	,	,	PUNCT
edu-401	92	45	it	it	PRON
edu-401	92	46	was	be	AUX
edu-401	92	47	reviewed	review	VERB
edu-401	92	48	by	by	ADP
edu-401	92	49	the	the	DET
edu-401	92	50	experts	expert	NOUN
edu-401	92	51	in	in	ADP
edu-401	92	52	terms	term	NOUN
edu-401	92	53	of	of	ADP
edu-401	92	54	its	its	PRON
edu-401	92	55	scope	scope	NOUN
edu-401	92	56	,	,	PUNCT
edu-401	92	57	scientific	scientific	ADJ
edu-401	92	58	,	,	PUNCT
edu-401	92	59	language	language	NOUN
edu-401	92	60	and	and	CCONJ
edu-401	92	61	expression	expression	NOUN
edu-401	92	62	and	and	CCONJ
edu-401	92	63	the	the	DET
edu-401	92	64	technical	technical	ADJ
edu-401	92	65	characteristics	characteristic	NOUN
edu-401	92	66	of	of	ADP
edu-401	92	67	the	the	DET
edu-401	92	68	items	item	NOUN
edu-401	92	69	.	.	PUNCT
edu-401	93	1	for	for	ADP
edu-401	93	2	this	this	DET
edu-401	93	3	purpose	purpose	NOUN
edu-401	93	4	,	,	PUNCT
edu-401	93	5	there	there	PRON
edu-401	93	6	were	be	VERB
edu-401	93	7	6	6	NUM
edu-401	93	8	field	field	NOUN
edu-401	93	9	experts	expert	NOUN
edu-401	93	10	,	,	PUNCT
edu-401	93	11	2	2	NUM
edu-401	93	12	language	language	NOUN
edu-401	93	13	experts	expert	NOUN
edu-401	93	14	and	and	CCONJ
edu-401	93	15	1	1	NUM
edu-401	93	16	measurement	measurement	NOUN
edu-401	93	17	and	and	CCONJ
edu-401	93	18	evaluation	evaluation	NOUN
edu-401	93	19	expert	expert	NOUN
edu-401	93	20	among	among	ADP
edu-401	93	21	the	the	DET
edu-401	93	22	experts	expert	NOUN
edu-401	93	23	(	(	PUNCT
edu-401	93	24	metin	metin	NOUN
edu-401	93	25	,	,	PUNCT
edu-401	93	26	2014	2014	NUM
edu-401	93	27	)	)	PUNCT
edu-401	93	28	.	.	PUNCT
edu-401	94	1	after	after	SCONJ
edu-401	94	2	the	the	DET
edu-401	94	3	item	item	NOUN
edu-401	94	4	pool	pool	VERB
edu-401	94	5	the	the	DET
edu-401	94	6	content	content	NOUN
edu-401	94	7	validity	validity	NOUN
edu-401	94	8	of	of	ADP
edu-401	94	9	the	the	DET
edu-401	94	10	written	write	VERB
edu-401	94	11	items	item	NOUN
edu-401	94	12	was	be	AUX
edu-401	94	13	determined	determine	VERB
edu-401	94	14	.	.	PUNCT
edu-401	95	1	one	one	NUM
edu-401	95	2	of	of	ADP
edu-401	95	3	the	the	DET
edu-401	95	4	ways	way	NOUN
edu-401	95	5	of	of	ADP
edu-401	95	6	demonstrating	demonstrate	VERB
edu-401	95	7	the	the	DET
edu-401	95	8	scope	scope	NOUN
edu-401	95	9	validity	validity	NOUN
edu-401	95	10	,	,	PUNCT
edu-401	95	11	which	which	PRON
edu-401	95	12	is	be	AUX
edu-401	95	13	an	an	DET
edu-401	95	14	indication	indication	NOUN
edu-401	95	15	that	that	SCONJ
edu-401	95	16	the	the	DET
edu-401	95	17	items	item	NOUN
edu-401	95	18	in	in	ADP
edu-401	95	19	the	the	DET
edu-401	95	20	test	test	NOUN
edu-401	95	21	can	can	AUX
edu-401	95	22	reveal	reveal	VERB
edu-401	95	23	the	the	DET
edu-401	95	24	purposed	purposed	ADJ
edu-401	95	25	features	feature	NOUN
edu-401	95	26	,	,	PUNCT
edu-401	95	27	is	be	AUX
edu-401	95	28	to	to	PART
edu-401	95	29	get	get	VERB
edu-401	95	30	expert	expert	ADJ
edu-401	95	31	opinion	opinion	NOUN
edu-401	95	32	(	(	PUNCT
edu-401	95	33	buyukozturk	buyukozturk	PROPN
edu-401	95	34	,	,	PUNCT
edu-401	95	35	2010	2010	NUM
edu-401	95	36	)	)	PUNCT
edu-401	95	37	.	.	PUNCT
edu-401	96	1	expert	expert	ADJ
edu-401	96	2	opinions	opinion	NOUN
edu-401	96	3	were	be	AUX
edu-401	96	4	taken	take	VERB
edu-401	96	5	to	to	PART
edu-401	96	6	ensure	ensure	VERB
edu-401	96	7	the	the	DET
edu-401	96	8	validity	validity	NOUN
edu-401	96	9	of	of	ADP
edu-401	96	10	the	the	DET
edu-401	96	11	test	test	NOUN
edu-401	96	12	.	.	PUNCT
edu-401	97	1	two	two	NUM
edu-401	97	2	experts	expert	NOUN
edu-401	97	3	in	in	ADP
edu-401	97	4	the	the	DET
edu-401	97	5	field	field	NOUN
edu-401	97	6	of	of	ADP
edu-401	97	7	science	science	NOUN
edu-401	97	8	,	,	PUNCT
edu-401	97	9	two	two	NUM
edu-401	97	10	in	in	ADP
edu-401	97	11	the	the	DET
edu-401	97	12	field	field	NOUN
edu-401	97	13	of	of	ADP
edu-401	97	14	classroom	classroom	NOUN
edu-401	97	15	teaching	teaching	NOUN
edu-401	97	16	and	and	CCONJ
edu-401	97	17	two	two	NUM
edu-401	97	18	in	in	ADP
edu-401	97	19	the	the	DET
edu-401	97	20	field	field	NOUN
edu-401	97	21	of	of	ADP
edu-401	97	22	social	social	ADJ
edu-401	97	23	sciences	science	NOUN
edu-401	97	24	were	be	AUX
edu-401	97	25	interviewed	interview	VERB
edu-401	97	26	.	.	PUNCT
edu-401	98	1	in	in	ADP
edu-401	98	2	the	the	DET
edu-401	98	3	field	field	NOUN
edu-401	98	4	of	of	ADP
edu-401	98	5	language	language	NOUN
edu-401	98	6	and	and	CCONJ
edu-401	98	7	expression	expression	NOUN
edu-401	98	8	,	,	PUNCT
edu-401	98	9	two	two	NUM
edu-401	98	10	experts	expert	NOUN
edu-401	98	11	were	be	AUX
edu-401	98	12	consulted	consult	VERB
edu-401	98	13	.	.	PUNCT
edu-401	99	1	according	accord	VERB
edu-401	99	2	to	to	ADP
edu-401	99	3	the	the	DET
edu-401	99	4	opinions	opinion	NOUN
edu-401	99	5	of	of	ADP
edu-401	99	6	the	the	DET
edu-401	99	7	experts	expert	NOUN
edu-401	99	8	,	,	PUNCT
edu-401	99	9	changes	change	NOUN
edu-401	99	10	were	be	AUX
edu-401	99	11	made	make	VERB
edu-401	99	12	by	by	ADP
edu-401	99	13	the	the	DET
edu-401	99	14	researchers	researcher	NOUN
edu-401	99	15	in	in	ADP
edu-401	99	16	some	some	DET
edu-401	99	17	items	item	NOUN
edu-401	99	18	.	.	PUNCT
edu-401	100	1	drawing	draw	VERB
edu-401	100	2	a	a	DET
edu-401	100	3	shape	shape	NOUN
edu-401	100	4	-	-	PUNCT
edu-401	100	5	schema	schema	NOUN
edu-401	100	6	(	(	PUNCT
edu-401	100	7	square	square	NOUN
edu-401	100	8	and	and	CCONJ
edu-401	100	9	t	t	PROPN
edu-401	100	10	tangram	tangram	NUM
edu-401	100	11	)	)	PUNCT
edu-401	100	12	making	make	VERB
edu-401	100	13	a	a	DET
edu-401	100	14	table	table	NOUN
edu-401	100	15	(	(	PUNCT
edu-401	100	16	anagram	anagram	NOUN
edu-401	100	17	and	and	CCONJ
edu-401	100	18	word	word	NOUN
edu-401	100	19	hunt	hunt	NOUN
edu-401	100	20	)	)	PUNCT
edu-401	100	21	test	test	NOUN
edu-401	100	22	(	(	PUNCT
edu-401	100	23	dsmtt	dsmtt	PROPN
edu-401	100	24	)	)	PUNCT
edu-401	100	25	was	be	AUX
edu-401	100	26	prepared	prepare	VERB
edu-401	100	27	for	for	ADP
edu-401	100	28	pilot	pilot	NOUN
edu-401	100	29	application	application	NOUN
edu-401	100	30	.	.	PUNCT
edu-401	101	1	pilot	pilot	NOUN
edu-401	101	2	application	application	NOUN
edu-401	101	3	:	:	PUNCT
edu-401	101	4	the	the	DET
edu-401	101	5	scope	scope	NOUN
edu-401	101	6	validity	validity	NOUN
edu-401	101	7	studies	study	NOUN
edu-401	101	8	carried	carry	VERB
edu-401	101	9	out	out	ADP
edu-401	101	10	after	after	SCONJ
edu-401	101	11	the	the	DET
edu-401	101	12	expert	expert	ADJ
edu-401	101	13	opinions	opinion	NOUN
edu-401	101	14	will	will	AUX
edu-401	101	15	be	be	AUX
edu-401	101	16	completed	complete	VERB
edu-401	101	17	by	by	ADP
edu-401	101	18	the	the	DET
edu-401	101	19	extraction	extraction	NOUN
edu-401	101	20	or	or	CCONJ
edu-401	101	21	correction	correction	NOUN
edu-401	101	22	of	of	ADP
edu-401	101	23	some	some	DET
edu-401	101	24	items	item	NOUN
edu-401	101	25	and	and	CCONJ
edu-401	101	26	addition	addition	NOUN
edu-401	101	27	of	of	ADP
edu-401	101	28	new	new	ADJ
edu-401	101	29	items	item	NOUN
edu-401	101	30	.	.	PUNCT
edu-401	102	1	after	after	ADP
edu-401	102	2	this	this	DET
edu-401	102	3	point	point	NOUN
edu-401	102	4	,	,	PUNCT
edu-401	102	5	the	the	DET
edu-401	102	6	draft	draft	NOUN
edu-401	102	7	success	success	NOUN
edu-401	102	8	test	test	NOUN
edu-401	102	9	should	should	AUX
edu-401	102	10	be	be	AUX
edu-401	102	11	applied	apply	VERB
edu-401	102	12	to	to	ADP
edu-401	102	13	a	a	DET
edu-401	102	14	group	group	NOUN
edu-401	102	15	with	with	ADP
edu-401	102	16	similar	similar	ADJ
edu-401	102	17	characteristics	characteristic	NOUN
edu-401	102	18	to	to	ADP
edu-401	102	19	the	the	DET
edu-401	102	20	main	main	ADJ
edu-401	102	21	group	group	NOUN
edu-401	102	22	(	(	PUNCT
edu-401	102	23	gorard	gorard	NOUN
edu-401	102	24	,	,	PUNCT
edu-401	102	25	2010	2010	NUM
edu-401	102	26	)	)	PUNCT
edu-401	102	27	.	.	PUNCT
edu-401	103	1	there	there	PRON
edu-401	103	2	are	be	VERB
edu-401	103	3	different	different	ADJ
edu-401	103	4	opinions	opinion	NOUN
edu-401	103	5	regarding	regard	VERB
edu-401	103	6	the	the	DET
edu-401	103	7	number	number	NOUN
edu-401	103	8	of	of	ADP
edu-401	103	9	groups	group	NOUN
edu-401	103	10	to	to	PART
edu-401	103	11	be	be	AUX
edu-401	103	12	selected	select	VERB
edu-401	103	13	for	for	ADP
edu-401	103	14	the	the	DET
edu-401	103	15	pilot	pilot	NOUN
edu-401	103	16	application	application	NOUN
edu-401	103	17	in	in	ADP
edu-401	103	18	the	the	DET
edu-401	103	19	literature	literature	NOUN
edu-401	103	20	.	.	PUNCT
edu-401	104	1	according	accord	VERB
edu-401	104	2	to	to	ADP
edu-401	104	3	these	these	DET
edu-401	104	4	views	view	NOUN
edu-401	104	5	,	,	PUNCT
edu-401	104	6	it	it	PRON
edu-401	104	7	changes	change	VERB
edu-401	104	8	5	5	NUM
edu-401	104	9	or	or	CCONJ
edu-401	104	10	10	10	NUM
edu-401	104	11	times	time	NOUN
edu-401	104	12	the	the	DET
edu-401	104	13	number	number	NOUN
edu-401	104	14	of	of	ADP
edu-401	104	15	items	item	NOUN
edu-401	104	16	.	.	PUNCT
edu-401	105	1	based	base	VERB
edu-401	105	2	on	on	ADP
edu-401	105	3	the	the	DET
edu-401	105	4	opinions	opinion	NOUN
edu-401	105	5	of	of	ADP
edu-401	105	6	the	the	DET
edu-401	105	7	experts	expert	NOUN
edu-401	105	8	,	,	PUNCT
edu-401	105	9	6	6	NUM
edu-401	105	10	items	item	NOUN
edu-401	105	11	were	be	AUX
edu-401	105	12	excluded	exclude	VERB
edu-401	105	13	from	from	ADP
edu-401	105	14	the	the	DET
edu-401	105	15	test	test	NOUN
edu-401	105	16	.	.	PUNCT
edu-401	106	1	the	the	DET
edu-401	106	2	12	12	NUM
edu-401	106	3	-	-	PUNCT
edu-401	106	4	item	item	NOUN
edu-401	106	5	test	test	NOUN
edu-401	106	6	was	be	AUX
edu-401	106	7	applied	apply	VERB
edu-401	106	8	to	to	ADP
edu-401	106	9	13	13	NUM
edu-401	106	10	prospective	prospective	ADJ
edu-401	106	11	teachers	teacher	NOUN
edu-401	106	12	who	who	PRON
edu-401	106	13	were	be	AUX
edu-401	106	14	educated	educate	VERB
edu-401	106	15	at	at	ADP
edu-401	106	16	a	a	DET
edu-401	106	17	public	public	ADJ
edu-401	106	18	university	university	NOUN
edu-401	106	19	,	,	PUNCT
edu-401	106	20	which	which	PRON
edu-401	106	21	has	have	VERB
edu-401	106	22	an	an	DET
edu-401	106	23	important	important	ADJ
edu-401	106	24	place	place	NOUN
edu-401	106	25	in	in	ADP
edu-401	106	26	the	the	DET
edu-401	106	27	field	field	NOUN
edu-401	106	28	of	of	ADP
edu-401	106	29	education	education	NOUN
edu-401	106	30	,	,	PUNCT
edu-401	106	31	and	and	CCONJ
edu-401	106	32	who	who	PRON
edu-401	106	33	were	be	AUX
edu-401	106	34	willing	willing	ADJ
edu-401	106	35	to	to	PART
edu-401	106	36	participate	participate	VERB
edu-401	106	37	voluntarily	voluntarily	ADV
edu-401	106	38	and	and	CCONJ
edu-401	106	39	who	who	PRON
edu-401	106	40	were	be	AUX
edu-401	106	41	randomly	randomly	ADV
edu-401	106	42	selected	select	VERB
edu-401	106	43	.	.	PUNCT
edu-401	107	1	arrangements	arrangement	NOUN
edu-401	107	2	have	have	AUX
edu-401	107	3	been	be	AUX
edu-401	107	4	made	make	VERB
edu-401	107	5	for	for	ADP
edu-401	107	6	a	a	DET
edu-401	107	7	more	more	ADV
edu-401	107	8	comprehensible	comprehensible	ADJ
edu-401	107	9	expression	expression	NOUN
edu-401	107	10	of	of	ADP
edu-401	107	11	items	item	NOUN
edu-401	107	12	after	after	ADP
edu-401	107	13	the	the	DET
edu-401	107	14	pilot	pilot	NOUN
edu-401	107	15	implementation	implementation	NOUN
edu-401	107	16	.	.	PUNCT
edu-401	108	1	item	item	NOUN
edu-401	108	2	analyzes	analyze	VERB
edu-401	108	3	:	:	PUNCT
edu-401	108	4	the	the	DET
edu-401	108	5	item	item	NOUN
edu-401	108	6	discrimination	discrimination	NOUN
edu-401	108	7	and	and	CCONJ
edu-401	108	8	item	item	NOUN
edu-401	108	9	difficulty	difficulty	NOUN
edu-401	108	10	indexes	index	NOUN
edu-401	108	11	of	of	ADP
edu-401	108	12	each	each	DET
edu-401	108	13	item	item	NOUN
edu-401	108	14	were	be	AUX
edu-401	108	15	calculated	calculate	VERB
edu-401	108	16	and	and	CCONJ
edu-401	108	17	reported	report	VERB
edu-401	108	18	within	within	ADP
edu-401	108	19	the	the	DET
edu-401	108	20	scope	scope	NOUN
edu-401	108	21	of	of	ADP
edu-401	108	22	item	item	NOUN
edu-401	108	23	analyzes	analyze	VERB
edu-401	108	24	.	.	PUNCT
edu-401	109	1	the	the	DET
edu-401	109	2	fact	fact	NOUN
edu-401	109	3	that	that	SCONJ
edu-401	109	4	the	the	DET
edu-401	109	5	item	item	NOUN
edu-401	109	6	discrimination	discrimination	NOUN
edu-401	109	7	and	and	CCONJ
edu-401	109	8	item	item	NOUN
edu-401	109	9	difficulty	difficulty	NOUN
edu-401	109	10	indexes	index	NOUN
edu-401	109	11	of	of	ADP
edu-401	109	12	each	each	DET
edu-401	109	13	item	item	NOUN
edu-401	109	14	are	be	AUX
edu-401	109	15	between	between	ADP
edu-401	109	16	the	the	DET
edu-401	109	17	values	value	NOUN
edu-401	109	18	in	in	ADP
edu-401	109	19	the	the	DET
edu-401	109	20	literature	literature	NOUN
edu-401	109	21	indicates	indicate	VERB
edu-401	109	22	that	that	SCONJ
edu-401	109	23	the	the	DET
edu-401	109	24	test	test	NOUN
edu-401	109	25	is	be	AUX
edu-401	109	26	a	a	DET
edu-401	109	27	valid	valid	ADJ
edu-401	109	28	test	test	NOUN
edu-401	109	29	.	.	PUNCT
edu-401	110	1	the	the	DET
edu-401	110	2	item	item	NOUN
edu-401	110	3	discrimination	discrimination	NOUN
edu-401	110	4	index	index	NOUN
edu-401	110	5	shows	show	VERB
edu-401	110	6	the	the	DET
edu-401	110	7	power	power	NOUN
edu-401	110	8	of	of	ADP
edu-401	110	9	separating	separate	VERB
edu-401	110	10	individuals	individual	NOUN
edu-401	110	11	who	who	PRON
edu-401	110	12	know	know	VERB
edu-401	110	13	and	and	CCONJ
edu-401	110	14	do	do	AUX
edu-401	110	15	n't	not	PART
edu-401	110	16	know	know	VERB
edu-401	110	17	the	the	DET
edu-401	110	18	answer	answer	NOUN
edu-401	110	19	of	of	ADP
edu-401	110	20	the	the	DET
edu-401	110	21	item	item	NOUN
edu-401	110	22	.	.	PUNCT
edu-401	111	1	statistically	statistically	ADV
edu-401	111	2	,	,	PUNCT
edu-401	111	3	it	it	PRON
edu-401	111	4	is	be	AUX
edu-401	111	5	a	a	DET
edu-401	111	6	correlation	correlation	NOUN
edu-401	111	7	between	between	ADP
edu-401	111	8	the	the	DET
edu-401	111	9	total	total	ADJ
edu-401	111	10	test	test	NOUN
edu-401	111	11	scores	score	NOUN
edu-401	111	12	and	and	CCONJ
edu-401	111	13	item	item	NOUN
edu-401	111	14	scores	score	NOUN
edu-401	111	15	,	,	PUNCT
edu-401	111	16	and	and	CCONJ
edu-401	111	17	the	the	DET
edu-401	111	18	index	index	NOUN
edu-401	111	19	ranges	range	VERB
edu-401	111	20	from	from	ADP
edu-401	111	21	-1	-1	INTJ
edu-401	111	22	to	to	ADP
edu-401	111	23	+1	+1	PROPN
edu-401	111	24	.	.	PUNCT
edu-401	112	1	the	the	DET
edu-401	112	2	negativity	negativity	NOUN
edu-401	112	3	of	of	ADP
edu-401	112	4	this	this	DET
edu-401	112	5	value	value	NOUN
edu-401	112	6	is	be	AUX
edu-401	112	7	a	a	DET
edu-401	112	8	proof	proof	NOUN
edu-401	112	9	that	that	SCONJ
edu-401	112	10	the	the	DET
edu-401	112	11	item	item	NOUN
edu-401	112	12	is	be	AUX
edu-401	112	13	discriminating	discriminate	VERB
edu-401	112	14	the	the	DET
edu-401	112	15	individuals	individual	NOUN
edu-401	112	16	reversely	reversely	ADV
edu-401	112	17	and	and	CCONJ
edu-401	112	18	negative	negative	ADJ
edu-401	112	19	items	item	NOUN
edu-401	112	20	can	can	AUX
edu-401	112	21	not	not	PART
edu-401	112	22	be	be	AUX
edu-401	112	23	included	include	VERB
edu-401	112	24	in	in	ADP
edu-401	112	25	the	the	DET
edu-401	112	26	test	test	NOUN
edu-401	112	27	(	(	PUNCT
edu-401	112	28	fan	fan	NOUN
edu-401	112	29	and	and	CCONJ
edu-401	112	30	sun	sun	NOUN
edu-401	112	31	,	,	PUNCT
edu-401	112	32	2013	2013	NUM
edu-401	112	33	)	)	PUNCT
edu-401	112	34	.	.	PUNCT
edu-401	113	1	in	in	ADP
edu-401	113	2	the	the	DET
edu-401	113	3	literature	literature	NOUN
edu-401	113	4	,	,	PUNCT
edu-401	113	5	it	it	PRON
edu-401	113	6	is	be	AUX
edu-401	113	7	stated	state	VERB
edu-401	113	8	that	that	SCONJ
edu-401	113	9	this	this	DET
edu-401	113	10	value	value	NOUN
edu-401	113	11	should	should	AUX
edu-401	113	12	be	be	AUX
edu-401	113	13	0.30	0.30	NUM
edu-401	113	14	and	and	CCONJ
edu-401	113	15	above	above	ADV
edu-401	113	16	(	(	PUNCT
edu-401	113	17	hinkle	hinkle	PROPN
edu-401	113	18	et	et	PROPN
edu-401	113	19	al	al	PROPN
edu-401	113	20	.	.	PROPN
edu-401	113	21	,	,	PUNCT
edu-401	113	22	2003	2003	NUM
edu-401	113	23	)	)	PUNCT
edu-401	113	24	.	.	PUNCT
edu-401	114	1	the	the	DET
edu-401	114	2	item	item	NOUN
edu-401	114	3	difficulty	difficulty	NOUN
edu-401	114	4	index	index	NOUN
edu-401	114	5	is	be	AUX
edu-401	114	6	the	the	DET
edu-401	114	7	ratio	ratio	NOUN
edu-401	114	8	of	of	ADP
edu-401	114	9	the	the	DET
edu-401	114	10	number	number	NOUN
edu-401	114	11	of	of	ADP
edu-401	114	12	correct	correct	ADJ
edu-401	114	13	respondents	respondent	NOUN
edu-401	114	14	for	for	ADP
edu-401	114	15	an	an	DET
edu-401	114	16	item	item	NOUN
edu-401	114	17	to	to	PART
edu-401	114	18	total	total	ADJ
edu-401	114	19	number	number	NOUN
edu-401	114	20	of	of	ADP
edu-401	114	21	people	people	NOUN
edu-401	114	22	participating	participate	VERB
edu-401	114	23	in	in	ADP
edu-401	114	24	the	the	DET
edu-401	114	25	test	test	NOUN
edu-401	114	26	.	.	PUNCT
edu-401	115	1	in	in	ADP
edu-401	115	2	the	the	DET
edu-401	115	3	achievement	achievement	NOUN
edu-401	115	4	tests	test	NOUN
edu-401	115	5	,	,	PUNCT
edu-401	115	6	it	it	PRON
edu-401	115	7	is	be	AUX
edu-401	115	8	recommended	recommend	VERB
edu-401	115	9	that	that	SCONJ
edu-401	115	10	the	the	DET
edu-401	115	11	difficulty	difficulty	NOUN
edu-401	115	12	value	value	NOUN
edu-401	115	13	of	of	ADP
edu-401	115	14	the	the	DET
edu-401	115	15	item	item	NOUN
edu-401	115	16	be	be	AUX
edu-401	115	17	homogeneous	homogeneous	ADJ
edu-401	115	18	between	between	ADP
edu-401	115	19	0.20	0.20	NUM
edu-401	115	20	and	and	CCONJ
edu-401	115	21	0.80	0.80	NUM
edu-401	115	22	(	(	PUNCT
edu-401	115	23	christensen	christensen	PROPN
edu-401	115	24	et	et	PROPN
edu-401	115	25	al	al	PROPN
edu-401	115	26	.	.	PROPN
edu-401	115	27	,	,	PUNCT
edu-401	115	28	2015	2015	NUM
edu-401	115	29	)	)	PUNCT
edu-401	115	30	.	.	PUNCT
edu-401	116	1	reliability	reliability	NOUN
edu-401	116	2	analysis	analysis	NOUN
edu-401	116	3	:	:	PUNCT
edu-401	116	4	the	the	DET
edu-401	116	5	reliability	reliability	NOUN
edu-401	116	6	must	must	AUX
edu-401	116	7	be	be	AUX
edu-401	116	8	tested	test	VERB
edu-401	116	9	after	after	ADP
edu-401	116	10	completing	complete	VERB
edu-401	116	11	the	the	DET
edu-401	116	12	validity	validity	NOUN
edu-401	116	13	of	of	ADP
edu-401	116	14	the	the	DET
edu-401	116	15	achievement	achievement	NOUN
edu-401	116	16	test	test	NOUN
edu-401	116	17	.	.	PUNCT
edu-401	117	1	salkind	salkind	NOUN
edu-401	117	2	(	(	PUNCT
edu-401	117	3	2015	2015	NUM
edu-401	117	4	)	)	PUNCT
edu-401	117	5	defined	define	VERB
edu-401	117	6	reliability	reliability	NOUN
edu-401	117	7	as	as	ADP
edu-401	117	8	a	a	DET
edu-401	117	9	measure	measure	NOUN
edu-401	117	10	of	of	ADP
edu-401	117	11	how	how	SCONJ
edu-401	117	12	consistent	consistent	ADJ
edu-401	117	13	the	the	DET
edu-401	117	14	measurements	measurement	NOUN
edu-401	117	15	of	of	ADP
edu-401	117	16	a	a	DET
edu-401	117	17	test	test	NOUN
edu-401	117	18	or	or	CCONJ
edu-401	117	19	any	any	DET
edu-401	117	20	tool	tool	NOUN
edu-401	117	21	used	use	VERB
edu-401	117	22	to	to	PART
edu-401	117	23	make	make	VERB
edu-401	117	24	a	a	DET
edu-401	117	25	measurement	measurement	NOUN
edu-401	117	26	.	.	PUNCT
edu-401	118	1	there	there	PRON
edu-401	118	2	are	be	VERB
edu-401	118	3	many	many	ADJ
edu-401	118	4	ways	way	NOUN
edu-401	118	5	to	to	PART
edu-401	118	6	calculate	calculate	VERB
edu-401	118	7	the	the	DET
edu-401	118	8	reliability	reliability	NOUN
edu-401	118	9	value	value	NOUN
edu-401	118	10	that	that	PRON
edu-401	118	11	we	we	PRON
edu-401	118	12	can	can	AUX
edu-401	118	13	call	call	VERB
edu-401	118	14	internal	internal	ADJ
edu-401	118	15	consistency	consistency	NOUN
edu-401	118	16	of	of	ADP
edu-401	118	17	the	the	DET
edu-401	118	18	test	test	NOUN
edu-401	118	19	.	.	PUNCT
edu-401	119	1	these	these	PRON
edu-401	119	2	are	be	AUX
edu-401	119	3	calculated	calculate	VERB
edu-401	119	4	with	with	ADP
edu-401	119	5	cronbach	cronbach	ADJ
edu-401	119	6	alpha	alpha	ADJ
edu-401	119	7	coefficient	coefficient	NOUN
edu-401	119	8	(	(	PUNCT
edu-401	119	9	salkind	salkind	NOUN
edu-401	119	10	,	,	PUNCT
edu-401	119	11	2015	2015	NUM
edu-401	119	12	)	)	PUNCT
edu-401	119	13	.	.	PUNCT
edu-401	120	1	the	the	DET
edu-401	120	2	dsmtt	dsmtt	PROPN
edu-401	120	3	was	be	AUX
edu-401	120	4	controlled	control	VERB
edu-401	120	5	by	by	ADP
edu-401	120	6	scoring	score	VERB
edu-401	120	7	rubrics	rubric	NOUN
edu-401	120	8	as	as	SCONJ
edu-401	120	9	indicated	indicate	VERB
edu-401	120	10	in	in	ADP
edu-401	120	11	tables	table	NOUN
edu-401	120	12	2	2	NUM
edu-401	120	13	,	,	PUNCT
edu-401	120	14	3	3	NUM
edu-401	120	15	,	,	PUNCT
edu-401	120	16	4	4	NUM
edu-401	120	17	and	and	CCONJ
edu-401	120	18	5	5	NUM
edu-401	120	19	.	.	X
edu-401	121	1	table-2	table-2	NUM
edu-401	121	2	.	.	PUNCT
edu-401	121	3	square	square	ADJ
edu-401	121	4	tangram	tangram	PROPN
edu-401	121	5	scoring	scoring	NOUN
edu-401	121	6	rubric	rubric	NOUN
edu-401	121	7	.	.	PUNCT
edu-401	122	1	scores	score	NOUN
edu-401	122	2	scoring	score	VERB
edu-401	122	3	criteria	criterion	NOUN
edu-401	122	4	4	4	NUM
edu-401	122	5	drawings	drawing	NOUN
edu-401	122	6	in	in	ADP
edu-401	122	7	which	which	PRON
edu-401	122	8	7	7	NUM
edu-401	122	9	parts	part	NOUN
edu-401	122	10	are	be	AUX
edu-401	122	11	shown	show	VERB
edu-401	122	12	and	and	CCONJ
edu-401	122	13	the	the	DET
edu-401	122	14	drawing	drawing	NOUN
edu-401	122	15	is	be	AUX
edu-401	122	16	complete	complete	ADJ
edu-401	122	17	and	and	CCONJ
edu-401	122	18	the	the	DET
edu-401	122	19	relationship	relationship	NOUN
edu-401	122	20	between	between	ADP
edu-401	122	21	the	the	DET
edu-401	122	22	parts	part	NOUN
edu-401	122	23	is	be	AUX
edu-401	122	24	proportionally	proportionally	ADV
edu-401	122	25	correct	correct	ADJ
edu-401	122	26	3	3	NUM
edu-401	122	27	drawings	drawing	NOUN
edu-401	122	28	in	in	ADP
edu-401	122	29	which	which	PRON
edu-401	122	30	5	5	NUM
edu-401	122	31	or	or	CCONJ
edu-401	122	32	6	6	NUM
edu-401	122	33	parts	part	NOUN
edu-401	122	34	are	be	AUX
edu-401	122	35	shown	show	VERB
edu-401	122	36	and	and	CCONJ
edu-401	122	37	the	the	DET
edu-401	122	38	whole	whole	ADJ
edu-401	122	39	drawing	drawing	NOUN
edu-401	122	40	is	be	AUX
edu-401	122	41	incomplete	incomplete	ADJ
edu-401	122	42	because	because	SCONJ
edu-401	122	43	of	of	ADP
edu-401	122	44	the	the	DET
edu-401	122	45	missing	miss	VERB
edu-401	122	46	parts	part	NOUN
edu-401	122	47	and	and	CCONJ
edu-401	122	48	the	the	DET
edu-401	122	49	relationship	relationship	NOUN
edu-401	122	50	between	between	ADP
edu-401	122	51	parts	part	NOUN
edu-401	122	52	is	be	AUX
edu-401	122	53	proportionally	proportionally	ADV
edu-401	122	54	correct	correct	ADJ
edu-401	122	55	2	2	NUM
edu-401	122	56	drawings	drawing	NOUN
edu-401	122	57	in	in	ADP
edu-401	122	58	which	which	PRON
edu-401	122	59	4	4	NUM
edu-401	122	60	or	or	CCONJ
edu-401	122	61	less	less	ADJ
edu-401	122	62	parts	part	NOUN
edu-401	122	63	are	be	AUX
edu-401	122	64	shown	show	VERB
edu-401	122	65	and	and	CCONJ
edu-401	122	66	the	the	DET
edu-401	122	67	whole	whole	ADJ
edu-401	122	68	drawing	drawing	NOUN
edu-401	122	69	is	be	AUX
edu-401	122	70	incomplete	incomplete	ADJ
edu-401	122	71	because	because	SCONJ
edu-401	122	72	of	of	ADP
edu-401	122	73	the	the	DET
edu-401	122	74	missing	miss	VERB
edu-401	122	75	parts	part	NOUN
edu-401	122	76	and	and	CCONJ
edu-401	122	77	the	the	DET
edu-401	122	78	relationship	relationship	NOUN
edu-401	122	79	between	between	ADP
edu-401	122	80	the	the	DET
edu-401	122	81	parts	part	NOUN
edu-401	122	82	is	be	AUX
edu-401	122	83	proportionally	proportionally	ADV
edu-401	122	84	correct	correct	ADJ
edu-401	122	85	1	1	NUM
edu-401	122	86	drawings	drawing	NOUN
edu-401	122	87	in	in	ADP
edu-401	122	88	which	which	PRON
edu-401	122	89	the	the	DET
edu-401	122	90	drawing	drawing	NOUN
edu-401	122	91	is	be	AUX
edu-401	122	92	made	make	VERB
edu-401	122	93	as	as	ADP
edu-401	122	94	a	a	DET
edu-401	122	95	whole	whole	NOUN
edu-401	122	96	without	without	ADP
edu-401	122	97	any	any	DET
edu-401	122	98	parts	part	NOUN
edu-401	122	99	attached	attach	VERB
edu-401	122	100	to	to	ADP
edu-401	122	101	the	the	DET
edu-401	122	102	outer	outer	ADJ
edu-401	122	103	frame	frame	NOUN
edu-401	122	104	0	0	PUNCT
edu-401	123	1	no	no	DET
edu-401	123	2	drawings	drawing	NOUN
edu-401	123	3	or	or	CCONJ
edu-401	123	4	holistic	holistic	ADJ
edu-401	123	5	drawings	drawing	NOUN
edu-401	123	6	unsuitable	unsuitable	ADJ
edu-401	123	7	for	for	ADP
edu-401	123	8	the	the	DET
edu-401	123	9	outer	outer	ADJ
edu-401	123	10	frame	frame	NOUN
edu-401	123	11	table-3	table-3	NUM
edu-401	123	12	.	.	PUNCT
edu-401	124	1	t	t	PROPN
edu-401	124	2	tangram	tangram	NOUN
edu-401	124	3	scoring	scoring	NOUN
edu-401	124	4	rubric	rubric	NOUN
edu-401	124	5	.	.	PUNCT
edu-401	125	1	scores	score	NOUN
edu-401	125	2	scoring	score	VERB
edu-401	125	3	criteria	criterion	NOUN
edu-401	125	4	4	4	NUM
edu-401	125	5	drawings	drawing	NOUN
edu-401	125	6	in	in	ADP
edu-401	125	7	which	which	PRON
edu-401	125	8	4	4	NUM
edu-401	125	9	parts	part	NOUN
edu-401	125	10	are	be	AUX
edu-401	125	11	shown	show	VERB
edu-401	125	12	and	and	CCONJ
edu-401	125	13	the	the	DET
edu-401	125	14	whole	whole	ADJ
edu-401	125	15	drawing	drawing	NOUN
edu-401	125	16	is	be	AUX
edu-401	125	17	complete	complete	ADJ
edu-401	125	18	and	and	CCONJ
edu-401	125	19	the	the	DET
edu-401	125	20	relationship	relationship	NOUN
edu-401	125	21	between	between	ADP
edu-401	125	22	the	the	DET
edu-401	125	23	parts	part	NOUN
edu-401	125	24	is	be	AUX
edu-401	125	25	proportionally	proportionally	ADV
edu-401	125	26	correct	correct	ADJ
edu-401	125	27	3	3	NUM
edu-401	125	28	drawings	drawing	NOUN
edu-401	125	29	in	in	ADP
edu-401	125	30	which	which	PRON
edu-401	125	31	3	3	NUM
edu-401	125	32	parts	part	NOUN
edu-401	125	33	are	be	AUX
edu-401	125	34	shown	show	VERB
edu-401	125	35	and	and	CCONJ
edu-401	125	36	the	the	DET
edu-401	125	37	whole	whole	ADJ
edu-401	125	38	drawing	drawing	NOUN
edu-401	125	39	is	be	AUX
edu-401	125	40	incomplete	incomplete	ADJ
edu-401	125	41	because	because	SCONJ
edu-401	125	42	of	of	ADP
edu-401	125	43	the	the	DET
edu-401	125	44	missing	miss	VERB
edu-401	125	45	parts	part	NOUN
edu-401	125	46	and	and	CCONJ
edu-401	125	47	the	the	DET
edu-401	125	48	relationship	relationship	NOUN
edu-401	125	49	between	between	ADP
edu-401	125	50	the	the	DET
edu-401	125	51	parts	part	NOUN
edu-401	125	52	is	be	AUX
edu-401	125	53	proportionally	proportionally	ADV
edu-401	125	54	correct	correct	ADJ
edu-401	125	55	2	2	NUM
edu-401	125	56	drawings	drawing	NOUN
edu-401	125	57	in	in	ADP
edu-401	125	58	which	which	PRON
edu-401	125	59	2	2	NUM
edu-401	125	60	or	or	CCONJ
edu-401	125	61	less	less	ADJ
edu-401	125	62	parts	part	NOUN
edu-401	125	63	are	be	AUX
edu-401	125	64	shown	show	VERB
edu-401	125	65	and	and	CCONJ
edu-401	125	66	the	the	DET
edu-401	125	67	whole	whole	ADJ
edu-401	125	68	drawing	drawing	NOUN
edu-401	125	69	is	be	AUX
edu-401	125	70	incomplete	incomplete	ADJ
edu-401	125	71	because	because	SCONJ
edu-401	125	72	of	of	ADP
edu-401	125	73	the	the	DET
edu-401	125	74	missing	miss	VERB
edu-401	125	75	parts	part	NOUN
edu-401	125	76	and	and	CCONJ
edu-401	125	77	the	the	DET
edu-401	125	78	relationship	relationship	NOUN
edu-401	125	79	between	between	ADP
edu-401	125	80	the	the	DET
edu-401	125	81	parts	part	NOUN
edu-401	125	82	is	be	AUX
edu-401	125	83	proportionally	proportionally	ADV
edu-401	125	84	correct	correct	ADJ
edu-401	125	85	1	1	NUM
edu-401	125	86	drawings	drawing	NOUN
edu-401	125	87	in	in	ADP
edu-401	125	88	which	which	PRON
edu-401	125	89	the	the	DET
edu-401	125	90	drawing	drawing	NOUN
edu-401	125	91	is	be	AUX
edu-401	125	92	made	make	VERB
edu-401	125	93	as	as	ADP
edu-401	125	94	a	a	DET
edu-401	125	95	whole	whole	NOUN
edu-401	125	96	without	without	ADP
edu-401	125	97	any	any	DET
edu-401	125	98	parts	part	NOUN
edu-401	125	99	attached	attach	VERB
edu-401	125	100	to	to	ADP
edu-401	125	101	the	the	DET
edu-401	125	102	outer	outer	ADJ
edu-401	125	103	frame	frame	NOUN
edu-401	125	104	0	0	PUNCT
edu-401	126	1	no	no	DET
edu-401	126	2	drawings	drawing	NOUN
edu-401	126	3	or	or	CCONJ
edu-401	126	4	holistic	holistic	ADJ
edu-401	126	5	drawings	drawing	NOUN
edu-401	126	6	unsuitable	unsuitable	ADJ
edu-401	126	7	for	for	ADP
edu-401	126	8	the	the	DET
edu-401	126	9	outer	outer	ADJ
edu-401	126	10	frame	frame	NOUN
edu-401	126	11	asian	asian	ADJ
edu-401	126	12	journal	journal	NOUN
edu-401	126	13	of	of	ADP
edu-401	126	14	education	education	NOUN
edu-401	126	15	and	and	CCONJ
edu-401	126	16	training	training	NOUN
edu-401	126	17	,	,	PUNCT
edu-401	126	18	2019	2019	NUM
edu-401	126	19	,	,	PUNCT
edu-401	126	20	5(1	5(1	NUM
edu-401	126	21	):	):	PUNCT
edu-401	126	22	176	176	NUM
edu-401	126	23	-	-	SYM
edu-401	126	24	182	182	NUM
edu-401	126	25	180	180	NUM
edu-401	126	26	©	©	PROPN
edu-401	126	27	2019	2019	NUM
edu-401	126	28	by	by	ADP
edu-401	126	29	the	the	DET
edu-401	126	30	authors	author	NOUN
edu-401	126	31	;	;	PUNCT
edu-401	126	32	licensee	licensee	PROPN
edu-401	126	33	asian	asian	ADJ
edu-401	126	34	online	online	PROPN
edu-401	126	35	journal	journal	PROPN
edu-401	126	36	publishing	publishing	PROPN
edu-401	126	37	group	group	PROPN
edu-401	126	38	table-4	table-4	PROPN
edu-401	126	39	.	.	PUNCT
edu-401	126	40	word	word	NOUN
edu-401	126	41	hunt	hunt	NOUN
edu-401	126	42	scoring	scoring	NOUN
edu-401	126	43	rubric	rubric	NOUN
edu-401	126	44	.	.	PUNCT
edu-401	127	1	scores	score	NOUN
edu-401	127	2	scoring	score	VERB
edu-401	127	3	criteria	criterion	NOUN
edu-401	127	4	4	4	NUM
edu-401	127	5	tables	table	NOUN
edu-401	127	6	in	in	ADP
edu-401	127	7	which	which	PRON
edu-401	127	8	all	all	DET
edu-401	127	9	given	give	VERB
edu-401	127	10	words	word	NOUN
edu-401	127	11	are	be	AUX
edu-401	127	12	complete	complete	ADJ
edu-401	127	13	and	and	CCONJ
edu-401	127	14	the	the	DET
edu-401	127	15	password	password	NOUN
edu-401	127	16	sentence	sentence	NOUN
edu-401	127	17	is	be	AUX
edu-401	127	18	correct	correct	ADJ
edu-401	127	19	3	3	NUM
edu-401	127	20	tables	table	NOUN
edu-401	127	21	in	in	ADP
edu-401	127	22	which	which	PRON
edu-401	127	23	all	all	DET
edu-401	127	24	given	give	VERB
edu-401	127	25	words	word	NOUN
edu-401	127	26	are	be	AUX
edu-401	127	27	complete	complete	ADJ
edu-401	127	28	and	and	CCONJ
edu-401	127	29	the	the	DET
edu-401	127	30	password	password	NOUN
edu-401	127	31	sentence	sentence	NOUN
edu-401	127	32	is	be	AUX
edu-401	127	33	incorrect	incorrect	ADJ
edu-401	127	34	tables	table	NOUN
edu-401	127	35	in	in	ADP
edu-401	127	36	which	which	PRON
edu-401	127	37	at	at	ADP
edu-401	127	38	least	least	ADJ
edu-401	127	39	half	half	NOUN
edu-401	127	40	of	of	ADP
edu-401	127	41	all	all	DET
edu-401	127	42	given	give	VERB
edu-401	127	43	words	word	NOUN
edu-401	127	44	are	be	AUX
edu-401	127	45	correct	correct	ADJ
edu-401	127	46	and	and	CCONJ
edu-401	127	47	password	password	NOUN
edu-401	127	48	sentence	sentence	NOUN
edu-401	127	49	is	be	AUX
edu-401	127	50	correct	correct	ADJ
edu-401	127	51	2	2	NUM
edu-401	127	52	tables	table	NOUN
edu-401	127	53	in	in	ADP
edu-401	127	54	which	which	PRON
edu-401	127	55	at	at	ADP
edu-401	127	56	least	least	ADJ
edu-401	127	57	half	half	NOUN
edu-401	127	58	of	of	ADP
edu-401	127	59	all	all	DET
edu-401	127	60	given	give	VERB
edu-401	127	61	words	word	NOUN
edu-401	127	62	are	be	AUX
edu-401	127	63	correct	correct	ADJ
edu-401	127	64	and	and	CCONJ
edu-401	127	65	password	password	NOUN
edu-401	127	66	sentence	sentence	NOUN
edu-401	127	67	is	be	AUX
edu-401	127	68	incorrect	incorrect	ADJ
edu-401	127	69	1	1	NUM
edu-401	127	70	tables	table	NOUN
edu-401	127	71	in	in	ADP
edu-401	127	72	which	which	PRON
edu-401	127	73	at	at	ADP
edu-401	127	74	least	least	ADJ
edu-401	127	75	a	a	DET
edu-401	127	76	quarter	quarter	NOUN
edu-401	127	77	of	of	ADP
edu-401	127	78	all	all	DET
edu-401	127	79	given	give	VERB
edu-401	127	80	words	word	NOUN
edu-401	127	81	are	be	AUX
edu-401	127	82	correct	correct	ADJ
edu-401	127	83	and	and	CCONJ
edu-401	127	84	password	password	NOUN
edu-401	127	85	sentence	sentence	NOUN
edu-401	127	86	is	be	AUX
edu-401	127	87	incorrect	incorrect	ADJ
edu-401	127	88	0	0	PUNCT
edu-401	128	1	no	no	DET
edu-401	128	2	tables	table	NOUN
edu-401	128	3	tables	table	NOUN
edu-401	128	4	in	in	ADP
edu-401	128	5	which	which	PRON
edu-401	128	6	nearly	nearly	ADV
edu-401	128	7	a	a	DET
edu-401	128	8	quarter	quarter	NOUN
edu-401	128	9	of	of	ADP
edu-401	128	10	all	all	DET
edu-401	128	11	given	give	VERB
edu-401	128	12	words	word	NOUN
edu-401	128	13	are	be	AUX
edu-401	128	14	correct	correct	ADJ
edu-401	128	15	and	and	CCONJ
edu-401	128	16	password	password	NOUN
edu-401	128	17	sentence	sentence	NOUN
edu-401	128	18	is	be	AUX
edu-401	128	19	incorrect	incorrect	ADJ
edu-401	128	20	table-5	table-5	PROPN
edu-401	128	21	.	.	PUNCT
edu-401	128	22	anagram	anagram	PROPN
edu-401	128	23	scoring	score	VERB
edu-401	128	24	rubric	rubric	NOUN
edu-401	128	25	.	.	PUNCT
edu-401	129	1	scores	score	NOUN
edu-401	129	2	scoring	score	VERB
edu-401	129	3	criteria	criterion	NOUN
edu-401	129	4	4	4	NUM
edu-401	129	5	tables	table	NOUN
edu-401	129	6	in	in	ADP
edu-401	129	7	which	which	PRON
edu-401	129	8	all	all	DET
edu-401	129	9	given	give	VERB
edu-401	129	10	words	word	NOUN
edu-401	129	11	are	be	AUX
edu-401	129	12	complete	complete	ADJ
edu-401	129	13	or	or	CCONJ
edu-401	129	14	the	the	DET
edu-401	129	15	password	password	NOUN
edu-401	129	16	sentence	sentence	NOUN
edu-401	129	17	is	be	AUX
edu-401	129	18	correct	correct	ADJ
edu-401	129	19	3	3	NUM
edu-401	129	20	tables	table	NOUN
edu-401	129	21	in	in	ADP
edu-401	129	22	which	which	PRON
edu-401	129	23	all	all	DET
edu-401	129	24	given	give	VERB
edu-401	129	25	words	word	NOUN
edu-401	129	26	are	be	AUX
edu-401	129	27	complete	complete	ADJ
edu-401	129	28	and	and	CCONJ
edu-401	129	29	the	the	DET
edu-401	129	30	password	password	NOUN
edu-401	129	31	sentence	sentence	NOUN
edu-401	129	32	is	be	AUX
edu-401	129	33	incorrect	incorrect	ADJ
edu-401	129	34	2	2	NUM
edu-401	129	35	tables	table	NOUN
edu-401	129	36	in	in	ADP
edu-401	129	37	which	which	PRON
edu-401	129	38	at	at	ADP
edu-401	129	39	least	least	ADJ
edu-401	129	40	half	half	NOUN
edu-401	129	41	of	of	ADP
edu-401	129	42	all	all	DET
edu-401	129	43	given	give	VERB
edu-401	129	44	words	word	NOUN
edu-401	129	45	are	be	AUX
edu-401	129	46	correct	correct	ADJ
edu-401	129	47	and	and	CCONJ
edu-401	129	48	password	password	NOUN
edu-401	129	49	sentence	sentence	NOUN
edu-401	129	50	is	be	AUX
edu-401	129	51	incorrect	incorrect	ADJ
edu-401	129	52	1	1	NUM
edu-401	129	53	tables	table	NOUN
edu-401	129	54	in	in	ADP
edu-401	129	55	which	which	PRON
edu-401	129	56	at	at	ADP
edu-401	129	57	least	least	ADJ
edu-401	129	58	a	a	DET
edu-401	129	59	quarter	quarter	NOUN
edu-401	129	60	of	of	ADP
edu-401	129	61	all	all	DET
edu-401	129	62	given	give	VERB
edu-401	129	63	words	word	NOUN
edu-401	129	64	are	be	AUX
edu-401	129	65	correct	correct	ADJ
edu-401	129	66	and	and	CCONJ
edu-401	129	67	password	password	NOUN
edu-401	129	68	sentence	sentence	NOUN
edu-401	129	69	is	be	AUX
edu-401	129	70	incorrect	incorrect	ADJ
edu-401	129	71	0	0	PUNCT
edu-401	130	1	no	no	DET
edu-401	130	2	tables	table	NOUN
edu-401	130	3	tables	table	NOUN
edu-401	130	4	in	in	ADP
edu-401	130	5	which	which	PRON
edu-401	130	6	nearly	nearly	ADV
edu-401	130	7	a	a	DET
edu-401	130	8	quarter	quarter	NOUN
edu-401	130	9	of	of	ADP
edu-401	130	10	all	all	DET
edu-401	130	11	given	give	VERB
edu-401	130	12	words	word	NOUN
edu-401	130	13	are	be	AUX
edu-401	130	14	correct	correct	ADJ
edu-401	130	15	and	and	CCONJ
edu-401	130	16	password	password	NOUN
edu-401	130	17	sentence	sentence	NOUN
edu-401	130	18	is	be	AUX
edu-401	130	19	incorrect	incorrect	ADJ
edu-401	130	20	the	the	DET
edu-401	130	21	cut	cut	VERB
edu-401	130	22	-	-	PUNCT
edu-401	130	23	off	off	ADP
edu-401	130	24	points	point	NOUN
edu-401	130	25	for	for	ADP
edu-401	130	26	the	the	DET
edu-401	130	27	dsmtt	dsmtt	PROPN
edu-401	130	28	were	be	AUX
edu-401	130	29	arranged	arrange	VERB
edu-401	130	30	by	by	ADP
edu-401	130	31	the	the	DET
edu-401	130	32	researchers	researcher	NOUN
edu-401	130	33	in	in	ADP
edu-401	130	34	table	table	NOUN
edu-401	130	35	6	6	NUM
edu-401	130	36	according	accord	VERB
edu-401	130	37	to	to	ADP
edu-401	130	38	the	the	DET
edu-401	130	39	opinions	opinion	NOUN
edu-401	130	40	of	of	ADP
edu-401	130	41	the	the	DET
edu-401	130	42	experts	expert	NOUN
edu-401	130	43	.	.	PUNCT
edu-401	131	1	table-6	table-6	X
edu-401	131	2	.	.	PUNCT
edu-401	132	1	the	the	DET
edu-401	132	2	cut	cut	VERB
edu-401	132	3	-	-	PUNCT
edu-401	132	4	off	off	ADP
edu-401	132	5	points	point	NOUN
edu-401	132	6	for	for	ADP
edu-401	132	7	the	the	DET
edu-401	132	8	dsmtt	dsmtt	PROPN
edu-401	132	9	.	.	PUNCT
edu-401	133	1	items	item	NOUN
edu-401	133	2	cut	cut	VERB
edu-401	133	3	-	-	PUNCT
edu-401	133	4	off	off	ADP
edu-401	133	5	points	point	NOUN
edu-401	133	6	items	item	NOUN
edu-401	133	7	cut	cut	VERB
edu-401	133	8	-	-	PUNCT
edu-401	133	9	off	off	ADP
edu-401	133	10	points	point	NOUN
edu-401	133	11	1	1	NUM
edu-401	133	12	4	4	NUM
edu-401	133	13	points	point	NOUN
edu-401	133	14	successful	successful	ADJ
edu-401	133	15	;	;	PUNCT
edu-401	133	16	3	3	NUM
edu-401	133	17	points	point	NOUN
edu-401	133	18	and	and	CCONJ
edu-401	133	19	less	less	ADV
edu-401	133	20	failed	fail	VERB
edu-401	133	21	7	7	NUM
edu-401	133	22	4	4	NUM
edu-401	133	23	points	point	NOUN
edu-401	133	24	successful	successful	ADJ
edu-401	133	25	;	;	PUNCT
edu-401	133	26	3	3	NUM
edu-401	133	27	points	point	NOUN
edu-401	133	28	and	and	CCONJ
edu-401	133	29	less	less	ADV
edu-401	133	30	failed	failed	ADJ
edu-401	133	31	2	2	NUM
edu-401	133	32	4	4	NUM
edu-401	133	33	points	point	NOUN
edu-401	133	34	successful	successful	ADJ
edu-401	133	35	;	;	PUNCT
edu-401	133	36	3	3	NUM
edu-401	133	37	points	point	NOUN
edu-401	133	38	and	and	CCONJ
edu-401	133	39	less	less	ADV
edu-401	133	40	failed	fail	VERB
edu-401	133	41	8	8	NUM
edu-401	133	42	1	1	NUM
edu-401	133	43	point	point	NOUN
edu-401	133	44	and	and	CCONJ
edu-401	133	45	more	more	ADV
edu-401	133	46	successful	successful	ADJ
edu-401	133	47	3	3	NUM
edu-401	133	48	1	1	NUM
edu-401	133	49	point	point	NOUN
edu-401	133	50	and	and	CCONJ
edu-401	133	51	more	more	ADV
edu-401	133	52	successful	successful	ADJ
edu-401	133	53	9	9	NUM
edu-401	133	54	1	1	NUM
edu-401	133	55	point	point	NOUN
edu-401	133	56	and	and	CCONJ
edu-401	133	57	more	more	ADV
edu-401	133	58	successful	successful	ADJ
edu-401	133	59	4	4	NUM
edu-401	133	60	4	4	NUM
edu-401	133	61	points	point	NOUN
edu-401	133	62	successful	successful	ADJ
edu-401	133	63	;	;	PUNCT
edu-401	133	64	3	3	NUM
edu-401	133	65	points	point	NOUN
edu-401	133	66	and	and	CCONJ
edu-401	133	67	less	less	ADV
edu-401	133	68	failed	fail	VERB
edu-401	133	69	10	10	NUM
edu-401	133	70	3	3	NUM
edu-401	133	71	points	point	NOUN
edu-401	133	72	successful	successful	ADJ
edu-401	133	73	;	;	PUNCT
edu-401	133	74	2	2	NUM
edu-401	133	75	points	point	NOUN
edu-401	133	76	and	and	CCONJ
edu-401	133	77	less	less	ADV
edu-401	133	78	failed	fail	VERB
edu-401	133	79	5	5	NUM
edu-401	133	80	1	1	NUM
edu-401	133	81	point	point	NOUN
edu-401	133	82	and	and	CCONJ
edu-401	133	83	more	more	ADV
edu-401	133	84	successful	successful	ADJ
edu-401	133	85	11	11	NUM
edu-401	133	86	3	3	NUM
edu-401	133	87	points	point	NOUN
edu-401	133	88	successful	successful	ADJ
edu-401	133	89	;	;	PUNCT
edu-401	133	90	2	2	NUM
edu-401	133	91	points	point	NOUN
edu-401	133	92	and	and	CCONJ
edu-401	133	93	less	less	ADV
edu-401	133	94	failed	fail	VERB
edu-401	133	95	6	6	NUM
edu-401	133	96	1	1	NUM
edu-401	133	97	point	point	NOUN
edu-401	133	98	and	and	CCONJ
edu-401	133	99	more	more	ADV
edu-401	133	100	successful	successful	ADJ
edu-401	133	101	12	12	NUM
edu-401	133	102	1	1	NUM
edu-401	133	103	point	point	NOUN
edu-401	133	104	and	and	CCONJ
edu-401	133	105	more	more	ADV
edu-401	133	106	successful	successful	ADJ
edu-401	133	107	the	the	DET
edu-401	133	108	research	research	NOUN
edu-401	133	109	with	with	ADP
edu-401	133	110	12	12	NUM
edu-401	133	111	-	-	PUNCT
edu-401	133	112	item	item	NOUN
edu-401	133	113	dsmtt	dsmtt	NOUN
edu-401	133	114	was	be	AUX
edu-401	133	115	conducted	conduct	VERB
edu-401	133	116	with	with	ADP
edu-401	133	117	111	111	NUM
edu-401	133	118	randomly	randomly	ADV
edu-401	133	119	selected	select	VERB
edu-401	133	120	prospective	prospective	ADJ
edu-401	133	121	teachers	teacher	NOUN
edu-401	133	122	who	who	PRON
edu-401	133	123	wish	wish	VERB
edu-401	133	124	to	to	PART
edu-401	133	125	participate	participate	VERB
edu-401	133	126	as	as	ADP
edu-401	133	127	a	a	DET
edu-401	133	128	volunteer	volunteer	NOUN
edu-401	133	129	and	and	CCONJ
edu-401	133	130	was	be	AUX
edu-401	133	131	studying	study	VERB
edu-401	133	132	at	at	ADP
edu-401	133	133	the	the	DET
edu-401	133	134	education	education	NOUN
edu-401	133	135	faculty	faculty	NOUN
edu-401	133	136	of	of	ADP
edu-401	133	137	a	a	DET
edu-401	133	138	state	state	NOUN
edu-401	133	139	university	university	NOUN
edu-401	133	140	in	in	ADP
edu-401	133	141	turkey	turkey	NOUN
edu-401	133	142	which	which	PRON
edu-401	133	143	has	have	VERB
edu-401	133	144	an	an	DET
edu-401	133	145	important	important	ADJ
edu-401	133	146	place	place	NOUN
edu-401	133	147	in	in	ADP
edu-401	133	148	education	education	NOUN
edu-401	133	149	.	.	PUNCT
edu-401	134	1	the	the	DET
edu-401	134	2	distribution	distribution	NOUN
edu-401	134	3	of	of	ADP
edu-401	134	4	111	111	NUM
edu-401	134	5	prospective	prospective	ADJ
edu-401	134	6	teachers	teacher	NOUN
edu-401	134	7	by	by	ADP
edu-401	134	8	gender	gender	NOUN
edu-401	134	9	is	be	AUX
edu-401	134	10	given	give	VERB
edu-401	134	11	in	in	ADP
edu-401	134	12	table	table	NOUN
edu-401	134	13	7	7	NUM
edu-401	134	14	.	.	PUNCT
edu-401	135	1	table-7	table-7	NUM
edu-401	135	2	.	.	PUNCT
edu-401	136	1	distribution	distribution	NOUN
edu-401	136	2	of	of	ADP
edu-401	136	3	prospective	prospective	ADJ
edu-401	136	4	teachers	teacher	NOUN
edu-401	136	5	in	in	ADP
edu-401	136	6	the	the	DET
edu-401	136	7	study	study	NOUN
edu-401	136	8	group	group	NOUN
edu-401	136	9	by	by	ADP
edu-401	136	10	gender	gender	NOUN
edu-401	136	11	.	.	PUNCT
edu-401	137	1	departments	department	NOUN
edu-401	137	2	woman	woman	NOUN
edu-401	137	3	man	man	PROPN
edu-401	137	4	total	total	NOUN
edu-401	137	5	f	f	NOUN
edu-401	137	6	%	%	NOUN
edu-401	138	1	f	f	NOUN
edu-401	138	2	%	%	NOUN
edu-401	138	3	f	f	NOUN
edu-401	138	4	%	%	NOUN
edu-401	138	5	mathematics	mathematic	NOUN
edu-401	138	6	and	and	CCONJ
edu-401	138	7	science	science	NOUN
edu-401	138	8	education	education	NOUN
edu-401	138	9	55	55	NUM
edu-401	138	10	49,5	49,5	NUM
edu-401	138	11	10	10	NUM
edu-401	138	12	9	9	NUM
edu-401	138	13	65	65	NUM
edu-401	138	14	58,5	58,5	NUM
edu-401	138	15	turkish	turkish	ADJ
edu-401	138	16	and	and	CCONJ
edu-401	138	17	social	social	ADJ
edu-401	138	18	sciences	science	NOUN
edu-401	138	19	education	education	NOUN
edu-401	138	20	23	23	NUM
edu-401	138	21	20,7	20,7	NUM
edu-401	138	22	5	5	NUM
edu-401	138	23	4,5	4,5	NUM
edu-401	138	24	28	28	NUM
edu-401	138	25	25,2	25,2	NUM
edu-401	138	26	basic	basic	ADJ
edu-401	138	27	education	education	NOUN
edu-401	138	28	17	17	NUM
edu-401	138	29	15,3	15,3	NUM
edu-401	138	30	1	1	NUM
edu-401	138	31	0,9	0,9	NUM
edu-401	138	32	18	18	NUM
edu-401	138	33	14,4	14,4	NUM
edu-401	138	34	2.1	2.1	NUM
edu-401	138	35	.	.	PUNCT
edu-401	139	1	data	datum	NOUN
edu-401	139	2	analysis	analysis	NOUN
edu-401	139	3	spss	spss	X
edu-401	139	4	22.0	22.0	NUM
edu-401	139	5	statistical	statistical	ADJ
edu-401	139	6	program	program	NOUN
edu-401	139	7	was	be	AUX
edu-401	139	8	used	use	VERB
edu-401	139	9	to	to	PART
edu-401	139	10	analyze	analyze	VERB
edu-401	139	11	the	the	DET
edu-401	139	12	data	datum	NOUN
edu-401	139	13	.	.	PUNCT
edu-401	140	1	the	the	DET
edu-401	140	2	extent	extent	NOUN
edu-401	140	3	to	to	PART
edu-401	140	4	which	which	PRON
edu-401	140	5	a	a	DET
edu-401	140	6	measuring	measure	VERB
edu-401	140	7	instrument	instrument	NOUN
edu-401	140	8	can	can	AUX
edu-401	140	9	accurately	accurately	ADV
edu-401	140	10	measure	measure	VERB
edu-401	140	11	the	the	DET
edu-401	140	12	feature	feature	NOUN
edu-401	140	13	it	it	PRON
edu-401	140	14	intends	intend	VERB
edu-401	140	15	to	to	PART
edu-401	140	16	measure	measure	VERB
edu-401	140	17	without	without	ADP
edu-401	140	18	mixing	mix	VERB
edu-401	140	19	it	it	PRON
edu-401	140	20	in	in	ADP
edu-401	140	21	any	any	DET
edu-401	140	22	other	other	ADJ
edu-401	140	23	features	feature	NOUN
edu-401	140	24	is	be	AUX
edu-401	140	25	defined	define	VERB
edu-401	140	26	as	as	ADP
edu-401	140	27	validity	validity	NOUN
edu-401	140	28	(	(	PUNCT
edu-401	140	29	basol	basol	ADJ
edu-401	140	30	,	,	PUNCT
edu-401	140	31	2013	2013	NUM
edu-401	140	32	)	)	PUNCT
edu-401	140	33	.	.	PUNCT
edu-401	141	1	“	"	PUNCT
edu-401	141	2	the	the	DET
edu-401	141	3	extent	extent	NOUN
edu-401	141	4	to	to	PART
edu-401	141	5	which	which	PRON
edu-401	141	6	the	the	DET
edu-401	141	7	scale	scale	NOUN
edu-401	141	8	can	can	AUX
edu-401	141	9	accurately	accurately	ADV
edu-401	141	10	measure	measure	VERB
edu-401	141	11	an	an	DET
edu-401	141	12	abstract	abstract	ADJ
edu-401	141	13	concept	concept	NOUN
edu-401	141	14	(	(	PUNCT
edu-401	141	15	factor	factor	NOUN
edu-401	141	16	)	)	PUNCT
edu-401	141	17	in	in	ADP
edu-401	141	18	the	the	DET
edu-401	141	19	context	context	NOUN
edu-401	141	20	of	of	ADP
edu-401	141	21	desired	desire	VERB
edu-401	141	22	behavior	behavior	NOUN
edu-401	141	23	”	"	PUNCT
edu-401	141	24	is	be	AUX
edu-401	141	25	defined	define	VERB
edu-401	141	26	as	as	ADP
edu-401	141	27	construct	construct	VERB
edu-401	141	28	validity	validity	NOUN
edu-401	141	29	(	(	PUNCT
edu-401	141	30	buyukozturk	buyukozturk	PROPN
edu-401	141	31	,	,	PUNCT
edu-401	141	32	2010	2010	NUM
edu-401	141	33	)	)	PUNCT
edu-401	141	34	.	.	PUNCT
edu-401	142	1	in	in	ADP
edu-401	142	2	this	this	DET
edu-401	142	3	study	study	NOUN
edu-401	142	4	,	,	PUNCT
edu-401	142	5	the	the	DET
edu-401	142	6	construct	construct	NOUN
edu-401	142	7	validity	validity	NOUN
edu-401	142	8	of	of	ADP
edu-401	142	9	the	the	DET
edu-401	142	10	dmstt	dmstt	PROPN
edu-401	142	11	test	test	NOUN
edu-401	142	12	was	be	AUX
edu-401	142	13	provided	provide	VERB
edu-401	142	14	by	by	ADP
edu-401	142	15	expert	expert	ADJ
edu-401	142	16	opinions	opinion	NOUN
edu-401	142	17	.	.	PUNCT
edu-401	143	1	3	3	X
edu-401	143	2	.	.	X
edu-401	143	3	findings	finding	NOUN
edu-401	143	4	3.1	3.1	NUM
edu-401	143	5	.	.	PUNCT
edu-401	143	6	item	item	NOUN
edu-401	143	7	difficulty	difficulty	NOUN
edu-401	143	8	index	index	VERB
edu-401	143	9	the	the	DET
edu-401	143	10	findings	finding	NOUN
edu-401	143	11	of	of	ADP
edu-401	143	12	item	item	NOUN
edu-401	143	13	difficulty	difficulty	NOUN
edu-401	143	14	index	index	NOUN
edu-401	143	15	are	be	AUX
edu-401	143	16	given	give	VERB
edu-401	143	17	in	in	ADP
edu-401	143	18	table	table	NOUN
edu-401	143	19	8	8	NUM
edu-401	143	20	.	.	PUNCT
edu-401	143	21	asian	asian	ADJ
edu-401	143	22	journal	journal	PROPN
edu-401	143	23	of	of	ADP
edu-401	143	24	education	education	NOUN
edu-401	143	25	and	and	CCONJ
edu-401	143	26	training	training	NOUN
edu-401	143	27	,	,	PUNCT
edu-401	143	28	2019	2019	NUM
edu-401	143	29	,	,	PUNCT
edu-401	143	30	5(1	5(1	NUM
edu-401	143	31	):	):	PUNCT
edu-401	143	32	176	176	NUM
edu-401	143	33	-	-	SYM
edu-401	143	34	182	182	NUM
edu-401	143	35	181	181	NUM
edu-401	143	36	©	©	PROPN
edu-401	143	37	2019	2019	NUM
edu-401	143	38	by	by	ADP
edu-401	143	39	the	the	DET
edu-401	143	40	authors	author	NOUN
edu-401	143	41	;	;	PUNCT
edu-401	143	42	licensee	licensee	PROPN
edu-401	143	43	asian	asian	ADJ
edu-401	143	44	online	online	PROPN
edu-401	143	45	journal	journal	PROPN
edu-401	143	46	publishing	publishing	PROPN
edu-401	143	47	group	group	PROPN
edu-401	143	48	table-8	table-8	PROPN
edu-401	143	49	.	.	PUNCT
edu-401	144	1	item	item	PROPN
edu-401	144	2	difficulty	difficulty	PROPN
edu-401	144	3	index	index	NOUN
edu-401	144	4	.	.	PUNCT
edu-401	145	1	items	item	NOUN
edu-401	145	2	p	p	NOUN
edu-401	145	3	items	item	NOUN
edu-401	145	4	p	p	NOUN
edu-401	145	5	items	item	NOUN
edu-401	145	6	p	p	X
edu-401	145	7	1	1	NUM
edu-401	145	8	,	,	PUNCT
edu-401	145	9	79	79	NUM
edu-401	145	10	5	5	NUM
edu-401	145	11	,	,	PUNCT
edu-401	145	12	57	57	NUM
edu-401	145	13	9	9	NUM
edu-401	145	14	,	,	PUNCT
edu-401	145	15	51	51	NUM
edu-401	145	16	2	2	NUM
edu-401	145	17	,	,	PUNCT
edu-401	145	18	31	31	NUM
edu-401	145	19	6	6	NUM
edu-401	145	20	,	,	PUNCT
edu-401	145	21	56	56	NUM
edu-401	145	22	10	10	NUM
edu-401	145	23	,	,	PUNCT
edu-401	145	24	76	76	NUM
edu-401	145	25	3	3	NUM
edu-401	145	26	,	,	PUNCT
edu-401	145	27	56	56	NUM
edu-401	145	28	7	7	NUM
edu-401	145	29	,	,	PUNCT
edu-401	145	30	92	92	NUM
edu-401	145	31	11	11	NUM
edu-401	145	32	,	,	PUNCT
edu-401	145	33	66	66	NUM
edu-401	145	34	4	4	NUM
edu-401	145	35	,	,	PUNCT
edu-401	145	36	65	65	NUM
edu-401	145	37	8	8	NUM
edu-401	145	38	,	,	PUNCT
edu-401	145	39	77	77	NUM
edu-401	145	40	12	12	NUM
edu-401	145	41	,	,	PUNCT
edu-401	145	42	47	47	NUM
edu-401	145	43	as	as	ADP
edu-401	145	44	a	a	DET
edu-401	145	45	result	result	NOUN
edu-401	145	46	of	of	ADP
edu-401	145	47	the	the	DET
edu-401	145	48	item	item	NOUN
edu-401	145	49	difficulty	difficulty	NOUN
edu-401	145	50	indexes	index	NOUN
edu-401	145	51	,	,	PUNCT
edu-401	145	52	item	item	NOUN
edu-401	145	53	2	2	NUM
edu-401	145	54	was	be	AUX
edu-401	145	55	difficult	difficult	ADJ
edu-401	145	56	in	in	ADP
edu-401	145	57	terms	term	NOUN
edu-401	145	58	of	of	ADP
edu-401	145	59	item	item	NOUN
edu-401	145	60	difficulties	difficulty	NOUN
edu-401	145	61	,	,	PUNCT
edu-401	145	62	items	item	NOUN
edu-401	145	63	3	3	NUM
edu-401	145	64	,	,	PUNCT
edu-401	145	65	5	5	NUM
edu-401	145	66	,	,	PUNCT
edu-401	145	67	6	6	NUM
edu-401	145	68	,	,	PUNCT
edu-401	145	69	9	9	NUM
edu-401	145	70	and	and	CCONJ
edu-401	145	71	12	12	NUM
edu-401	145	72	were	be	AUX
edu-401	145	73	in	in	ADP
edu-401	145	74	medium	medium	ADJ
edu-401	145	75	difficulty	difficulty	NOUN
edu-401	145	76	,	,	PUNCT
edu-401	145	77	items	item	NOUN
edu-401	145	78	1	1	NUM
edu-401	145	79	,	,	PUNCT
edu-401	145	80	4	4	NUM
edu-401	145	81	,	,	PUNCT
edu-401	145	82	8	8	NUM
edu-401	145	83	,	,	PUNCT
edu-401	145	84	10	10	NUM
edu-401	145	85	and	and	CCONJ
edu-401	145	86	11	11	NUM
edu-401	145	87	were	be	AUX
edu-401	145	88	easy	easy	ADJ
edu-401	145	89	and	and	CCONJ
edu-401	145	90	item	item	NOUN
edu-401	145	91	7	7	NUM
edu-401	145	92	was	be	AUX
edu-401	145	93	very	very	ADV
edu-401	145	94	easy	easy	ADJ
edu-401	145	95	.	.	PUNCT
edu-401	146	1	3.2	3.2	NUM
edu-401	146	2	.	.	PUNCT
edu-401	146	3	item	item	NOUN
edu-401	146	4	discrimination	discrimination	NOUN
edu-401	146	5	index	index	NOUN
edu-401	146	6	item	item	NOUN
edu-401	146	7	discrimination	discrimination	NOUN
edu-401	146	8	index	index	NOUN
edu-401	146	9	gives	give	VERB
edu-401	146	10	information	information	NOUN
edu-401	146	11	about	about	ADP
edu-401	146	12	the	the	DET
edu-401	146	13	quality	quality	NOUN
edu-401	146	14	of	of	ADP
edu-401	146	15	the	the	DET
edu-401	146	16	item	item	NOUN
edu-401	146	17	.	.	PUNCT
edu-401	147	1	it	it	PRON
edu-401	147	2	gives	give	VERB
edu-401	147	3	the	the	DET
edu-401	147	4	degree	degree	NOUN
edu-401	147	5	to	to	PART
edu-401	147	6	which	which	PRON
edu-401	147	7	the	the	DET
edu-401	147	8	item	item	NOUN
edu-401	147	9	can	can	AUX
edu-401	147	10	distinguish	distinguish	VERB
edu-401	147	11	the	the	DET
edu-401	147	12	low	low	ADJ
edu-401	147	13	and	and	CCONJ
edu-401	147	14	high	high	ADJ
edu-401	147	15	scores	score	NOUN
edu-401	147	16	of	of	ADP
edu-401	147	17	the	the	DET
edu-401	147	18	test	test	NOUN
edu-401	147	19	alone	alone	ADV
edu-401	147	20	.	.	PUNCT
edu-401	148	1	the	the	DET
edu-401	148	2	correlation	correlation	NOUN
edu-401	148	3	between	between	ADP
edu-401	148	4	item	item	NOUN
edu-401	148	5	scores	score	NOUN
edu-401	148	6	and	and	CCONJ
edu-401	148	7	test	test	NOUN
edu-401	148	8	scores	score	NOUN
edu-401	148	9	is	be	AUX
edu-401	148	10	obtained	obtain	VERB
edu-401	148	11	by	by	ADP
edu-401	148	12	calculating	calculate	VERB
edu-401	148	13	the	the	DET
edu-401	148	14	correlation	correlation	NOUN
edu-401	148	15	coefficient	coefficient	NOUN
edu-401	148	16	.	.	PUNCT
edu-401	149	1	it	it	PRON
edu-401	149	2	's	be	AUX
edu-401	149	3	the	the	DET
edu-401	149	4	level	level	NOUN
edu-401	149	5	of	of	ADP
edu-401	149	6	a	a	DET
edu-401	149	7	test	test	NOUN
edu-401	149	8	item	item	NOUN
edu-401	149	9	and	and	CCONJ
edu-401	149	10	distractings	distracting	NOUN
edu-401	149	11	to	to	PART
edu-401	149	12	distinguish	distinguish	VERB
edu-401	149	13	between	between	ADP
edu-401	149	14	the	the	DET
edu-401	149	15	correct	correct	ADJ
edu-401	149	16	respondents	respondent	NOUN
edu-401	149	17	and	and	CCONJ
edu-401	149	18	incorrect	incorrect	ADJ
edu-401	149	19	respondents	respondent	NOUN
edu-401	149	20	.	.	PUNCT
edu-401	150	1	that	that	PRON
edu-401	150	2	is	is	ADV
edu-401	150	3	,	,	PUNCT
edu-401	150	4	the	the	DET
edu-401	150	5	criterion	criterion	NOUN
edu-401	150	6	used	use	VERB
edu-401	150	7	to	to	PART
edu-401	150	8	determine	determine	VERB
edu-401	150	9	whether	whether	SCONJ
edu-401	150	10	an	an	DET
edu-401	150	11	item	item	NOUN
edu-401	150	12	distinguishes	distinguish	VERB
edu-401	150	13	students	student	NOUN
edu-401	150	14	with	with	ADP
edu-401	150	15	high	high	ADJ
edu-401	150	16	levels	level	NOUN
edu-401	150	17	of	of	ADP
edu-401	150	18	achievement	achievement	NOUN
edu-401	150	19	in	in	ADP
edu-401	150	20	the	the	DET
edu-401	150	21	group	group	NOUN
edu-401	150	22	from	from	ADP
edu-401	150	23	the	the	DET
edu-401	150	24	ones	one	NOUN
edu-401	150	25	with	with	ADP
edu-401	150	26	low	low	ADJ
edu-401	150	27	levels	level	NOUN
edu-401	150	28	of	of	ADP
edu-401	150	29	achievements	achievement	NOUN
edu-401	150	30	.	.	PUNCT
edu-401	151	1	the	the	DET
edu-401	151	2	questions	question	NOUN
edu-401	151	3	in	in	ADP
edu-401	151	4	a	a	DET
edu-401	151	5	test	test	NOUN
edu-401	151	6	are	be	AUX
edu-401	151	7	expected	expect	VERB
edu-401	151	8	to	to	PART
edu-401	151	9	have	have	VERB
edu-401	151	10	high	high	ADJ
edu-401	151	11	discriminative	discriminative	NOUN
edu-401	151	12	powers	power	NOUN
edu-401	151	13	.	.	PUNCT
edu-401	152	1	items	item	NOUN
edu-401	152	2	with	with	ADP
edu-401	152	3	very	very	ADV
edu-401	152	4	low	low	ADJ
edu-401	152	5	discriminative	discriminative	NOUN
edu-401	152	6	power	power	NOUN
edu-401	152	7	must	must	AUX
edu-401	152	8	be	be	AUX
edu-401	152	9	removed	remove	VERB
edu-401	152	10	from	from	ADP
edu-401	152	11	the	the	DET
edu-401	152	12	test	test	NOUN
edu-401	152	13	.	.	PUNCT
edu-401	153	1	it	it	PRON
edu-401	153	2	's	be	AUX
edu-401	153	3	also	also	ADV
edu-401	153	4	indicated	indicate	VERB
edu-401	153	5	that	that	SCONJ
edu-401	153	6	relatively	relatively	ADV
edu-401	153	7	easy	easy	ADJ
edu-401	153	8	and	and	CCONJ
edu-401	153	9	difficult	difficult	ADJ
edu-401	153	10	items	item	NOUN
edu-401	153	11	should	should	AUX
edu-401	153	12	be	be	AUX
edu-401	153	13	included	include	VERB
edu-401	153	14	in	in	ADP
edu-401	153	15	the	the	DET
edu-401	153	16	tests	test	NOUN
edu-401	153	17	.	.	PUNCT
edu-401	154	1	item	item	NOUN
edu-401	154	2	discrimination	discrimination	NOUN
edu-401	154	3	shows	show	VERB
edu-401	154	4	the	the	DET
edu-401	154	5	extent	extent	NOUN
edu-401	154	6	to	to	PART
edu-401	154	7	which	which	PRON
edu-401	154	8	the	the	DET
edu-401	154	9	item	item	NOUN
edu-401	154	10	distinguishes	distinguish	VERB
edu-401	154	11	the	the	DET
edu-401	154	12	individuals	individual	NOUN
edu-401	154	13	with	with	ADP
edu-401	154	14	regard	regard	NOUN
edu-401	154	15	to	to	ADP
edu-401	154	16	the	the	DET
edu-401	154	17	measured	measure	VERB
edu-401	154	18	feature	feature	NOUN
edu-401	154	19	(	(	PUNCT
edu-401	154	20	buyukozturk	buyukozturk	VERB
edu-401	154	21	et	et	PROPN
edu-401	154	22	al	al	PROPN
edu-401	154	23	.	.	PROPN
edu-401	154	24	,	,	PUNCT
edu-401	154	25	2014	2014	NUM
edu-401	154	26	)	)	PUNCT
edu-401	154	27	.	.	PUNCT
edu-401	155	1	the	the	DET
edu-401	155	2	findings	finding	NOUN
edu-401	155	3	of	of	ADP
edu-401	155	4	the	the	DET
edu-401	155	5	dsmtt	dsmtt	PROPN
edu-401	155	6	test	test	NOUN
edu-401	155	7	item	item	NOUN
edu-401	155	8	discrimination	discrimination	NOUN
edu-401	155	9	index	index	NOUN
edu-401	155	10	are	be	AUX
edu-401	155	11	given	give	VERB
edu-401	155	12	in	in	ADP
edu-401	155	13	table	table	NOUN
edu-401	155	14	9	9	NUM
edu-401	155	15	.	.	PUNCT
edu-401	156	1	table-9	table-9	NOUN
edu-401	156	2	.	.	PUNCT
edu-401	157	1	item	item	NOUN
edu-401	157	2	discrimination	discrimination	NOUN
edu-401	157	3	index	index	NOUN
edu-401	157	4	.	.	PUNCT
edu-401	158	1	items	item	NOUN
edu-401	158	2	rjx	rjx	NOUN
edu-401	158	3	items	item	NOUN
edu-401	158	4	rjx	rjx	NOUN
edu-401	158	5	items	item	NOUN
edu-401	158	6	rjx	rjx	NOUN
edu-401	158	7	1	1	NUM
edu-401	158	8	,	,	PUNCT
edu-401	158	9	33	33	NUM
edu-401	158	10	5	5	NUM
edu-401	158	11	,	,	PUNCT
edu-401	158	12	87	87	NUM
edu-401	158	13	9	9	NUM
edu-401	158	14	,	,	PUNCT
edu-401	158	15	63	63	NUM
edu-401	158	16	2	2	NUM
edu-401	158	17	,	,	PUNCT
edu-401	158	18	40	40	NUM
edu-401	158	19	6	6	NUM
edu-401	158	20	,	,	PUNCT
edu-401	158	21	87	87	NUM
edu-401	158	22	10	10	NUM
edu-401	158	23	,	,	PUNCT
edu-401	158	24	40	40	NUM
edu-401	158	25	3	3	NUM
edu-401	158	26	,	,	PUNCT
edu-401	158	27	83	83	NUM
edu-401	158	28	7	7	NUM
edu-401	158	29	,	,	PUNCT
edu-401	158	30	17	17	NUM
edu-401	158	31	11	11	NUM
edu-401	158	32	,	,	PUNCT
edu-401	158	33	53	53	NUM
edu-401	158	34	4	4	NUM
edu-401	158	35	,	,	PUNCT
edu-401	158	36	70	70	NUM
edu-401	158	37	8	8	NUM
edu-401	158	38	,	,	PUNCT
edu-401	158	39	57	57	NUM
edu-401	158	40	12	12	NUM
edu-401	158	41	,	,	PUNCT
edu-401	158	42	17	17	NUM
edu-401	159	1	when	when	SCONJ
edu-401	159	2	table	table	NOUN
edu-401	159	3	9	9	NUM
edu-401	159	4	was	be	AUX
edu-401	159	5	examined	examine	VERB
edu-401	159	6	,	,	PUNCT
edu-401	159	7	it	it	PRON
edu-401	159	8	was	be	AUX
edu-401	159	9	determined	determine	VERB
edu-401	159	10	that	that	SCONJ
edu-401	159	11	the	the	DET
edu-401	159	12	discriminant	discriminant	ADJ
edu-401	159	13	values	value	NOUN
edu-401	159	14	of	of	ADP
edu-401	159	15	items	item	NOUN
edu-401	159	16	7	7	NUM
edu-401	159	17	and	and	CCONJ
edu-401	159	18	12	12	NUM
edu-401	159	19	in	in	ADP
edu-401	159	20	the	the	DET
edu-401	159	21	test	test	NOUN
edu-401	159	22	were	be	AUX
edu-401	159	23	low	low	ADJ
edu-401	159	24	.	.	PUNCT
edu-401	160	1	for	for	ADP
edu-401	160	2	this	this	DET
edu-401	160	3	reason	reason	NOUN
edu-401	160	4	,	,	PUNCT
edu-401	160	5	items	item	NOUN
edu-401	160	6	7	7	NUM
edu-401	160	7	and	and	CCONJ
edu-401	160	8	12	12	NUM
edu-401	160	9	were	be	AUX
edu-401	160	10	excluded	exclude	VERB
edu-401	160	11	from	from	ADP
edu-401	160	12	the	the	DET
edu-401	160	13	test	test	NOUN
edu-401	160	14	.	.	PUNCT
edu-401	161	1	the	the	DET
edu-401	161	2	validity	validity	NOUN
edu-401	161	3	and	and	CCONJ
edu-401	161	4	reliability	reliability	NOUN
edu-401	161	5	calculations	calculation	NOUN
edu-401	161	6	of	of	ADP
edu-401	161	7	the	the	DET
edu-401	161	8	test	test	NOUN
edu-401	161	9	were	be	AUX
edu-401	161	10	made	make	VERB
edu-401	161	11	by	by	ADP
edu-401	161	12	an	an	DET
edu-401	161	13	expert	expert	NOUN
edu-401	161	14	.	.	PUNCT
edu-401	162	1	the	the	DET
edu-401	162	2	cronbach	cronbach	ADJ
edu-401	162	3	alpha	alpha	NOUN
edu-401	162	4	coefficient	coefficient	NOUN
edu-401	162	5	was	be	AUX
edu-401	162	6	used	use	VERB
edu-401	162	7	to	to	PART
edu-401	162	8	estimate	estimate	VERB
edu-401	162	9	the	the	DET
edu-401	162	10	reliability	reliability	NOUN
edu-401	162	11	of	of	ADP
edu-401	162	12	the	the	DET
edu-401	162	13	test	test	NOUN
edu-401	162	14	(	(	PUNCT
edu-401	162	15	buyukozturk	buyukozturk	PROPN
edu-401	162	16	,	,	PUNCT
edu-401	162	17	2010	2010	NUM
edu-401	162	18	)	)	PUNCT
edu-401	162	19	.	.	PUNCT
edu-401	163	1	cronbach	cronbach	PROPN
edu-401	163	2	's	's	PART
edu-401	163	3	alpha	alpha	ADJ
edu-401	163	4	coefficients	coefficient	NOUN
edu-401	163	5	of	of	ADP
edu-401	163	6	the	the	DET
edu-401	163	7	test	test	NOUN
edu-401	163	8	,	,	PUNCT
edu-401	163	9	the	the	DET
edu-401	163	10	items	item	NOUN
edu-401	163	11	of	of	ADP
edu-401	163	12	which	which	PRON
edu-401	163	13	shows	show	VERB
edu-401	163	14	high	high	ADJ
edu-401	163	15	correlations	correlation	NOUN
edu-401	163	16	with	with	ADP
edu-401	163	17	each	each	DET
edu-401	163	18	other	other	ADJ
edu-401	163	19	,	,	PUNCT
edu-401	163	20	will	will	AUX
edu-401	163	21	be	be	AUX
edu-401	163	22	high	high	ADJ
edu-401	163	23	(	(	PUNCT
edu-401	163	24	tezbasaran	tezbasaran	ADJ
edu-401	163	25	,	,	PUNCT
edu-401	163	26	2008	2008	NUM
edu-401	163	27	)	)	PUNCT
edu-401	163	28	.	.	PUNCT
edu-401	164	1	the	the	DET
edu-401	164	2	cronbach	cronbach	ADJ
edu-401	164	3	alpha	alpha	NOUN
edu-401	164	4	reliability	reliability	NOUN
edu-401	164	5	coefficient	coefficient	NOUN
edu-401	164	6	of	of	ADP
edu-401	164	7	the	the	DET
edu-401	164	8	10	10	NUM
edu-401	164	9	-	-	PUNCT
edu-401	164	10	item	item	NOUN
edu-401	164	11	test	test	NOUN
edu-401	164	12	after	after	SCONJ
edu-401	164	13	the	the	DET
edu-401	164	14	pilot	pilot	NOUN
edu-401	164	15	test	test	NOUN
edu-401	164	16	was	be	AUX
edu-401	164	17	,	,	PUNCT
edu-401	164	18	73	73	NUM
edu-401	164	19	.	.	PUNCT
edu-401	165	1	the	the	DET
edu-401	165	2	duration	duration	NOUN
edu-401	165	3	of	of	ADP
edu-401	165	4	completion	completion	NOUN
edu-401	165	5	of	of	ADP
edu-401	165	6	the	the	DET
edu-401	165	7	test	test	NOUN
edu-401	165	8	questions	question	NOUN
edu-401	165	9	was	be	AUX
edu-401	165	10	60	60	NUM
edu-401	165	11	minutes	minute	NOUN
edu-401	165	12	for	for	ADP
edu-401	165	13	12	12	NUM
edu-401	165	14	items	item	NOUN
edu-401	165	15	.	.	PUNCT
edu-401	166	1	then	then	ADV
edu-401	166	2	,	,	PUNCT
edu-401	166	3	when	when	SCONJ
edu-401	166	4	two	two	NUM
edu-401	166	5	items	item	NOUN
edu-401	166	6	were	be	AUX
edu-401	166	7	excluded	exclude	VERB
edu-401	166	8	from	from	ADP
edu-401	166	9	the	the	DET
edu-401	166	10	test	test	NOUN
edu-401	166	11	,	,	PUNCT
edu-401	166	12	the	the	DET
edu-401	166	13	mean	mean	ADJ
edu-401	166	14	time	time	NOUN
edu-401	166	15	was	be	AUX
edu-401	166	16	determined	determine	VERB
edu-401	166	17	as	as	ADP
edu-401	166	18	54	54	NUM
edu-401	166	19	minutes	minute	NOUN
edu-401	166	20	.	.	PUNCT
edu-401	167	1	4	4	X
edu-401	167	2	.	.	X
edu-401	167	3	conclusion	conclusion	NOUN
edu-401	167	4	,	,	PUNCT
edu-401	167	5	discussion	discussion	NOUN
edu-401	167	6	and	and	CCONJ
edu-401	167	7	suggestions	suggestion	NOUN
edu-401	167	8	there	there	PRON
edu-401	167	9	may	may	AUX
edu-401	167	10	be	be	AUX
edu-401	167	11	a	a	DET
edu-401	167	12	single	single	ADJ
edu-401	167	13	α	α	NOUN
edu-401	167	14	value	value	NOUN
edu-401	167	15	determined	determine	VERB
edu-401	167	16	for	for	ADP
edu-401	167	17	each	each	DET
edu-401	167	18	item	item	NOUN
edu-401	167	19	or	or	CCONJ
edu-401	167	20	an	an	DET
edu-401	167	21	average	average	ADJ
edu-401	167	22	α	α	NOUN
edu-401	167	23	value	value	NOUN
edu-401	167	24	for	for	ADP
edu-401	167	25	all	all	DET
edu-401	167	26	items	item	NOUN
edu-401	167	27	in	in	ADP
edu-401	167	28	the	the	DET
edu-401	167	29	scale	scale	NOUN
edu-401	167	30	.	.	PUNCT
edu-401	168	1	the	the	DET
edu-401	168	2	α	α	PROPN
edu-401	168	3	value	value	NOUN
edu-401	168	4	obtained	obtain	VERB
edu-401	168	5	for	for	ADP
edu-401	168	6	all	all	DET
edu-401	168	7	items	item	NOUN
edu-401	168	8	indicates	indicate	VERB
edu-401	168	9	the	the	DET
edu-401	168	10	total	total	ADJ
edu-401	168	11	reliability	reliability	NOUN
edu-401	168	12	of	of	ADP
edu-401	168	13	the	the	DET
edu-401	168	14	test	test	NOUN
edu-401	168	15	and	and	CCONJ
edu-401	168	16	the	the	DET
edu-401	168	17	overall	overall	ADJ
edu-401	168	18	acceptance	acceptance	NOUN
edu-401	168	19	is	be	AUX
edu-401	168	20	that	that	SCONJ
edu-401	168	21	this	this	DET
edu-401	168	22	value	value	NOUN
edu-401	168	23	should	should	AUX
edu-401	168	24	be	be	AUX
edu-401	168	25	0,7	0,7	NUM
edu-401	168	26	and	and	CCONJ
edu-401	168	27	above	above	ADV
edu-401	168	28	.	.	PUNCT
edu-401	169	1	cronbach	cronbach	VERB
edu-401	169	2	alpha	alpha	PROPN
edu-401	169	3	coefficient	coefficient	NOUN
edu-401	169	4	values	value	NOUN
edu-401	169	5	between	between	ADP
edu-401	169	6	0,7	0,7	NUM
edu-401	169	7	and	and	CCONJ
edu-401	169	8	0,9	0,9	NUM
edu-401	169	9	are	be	AUX
edu-401	169	10	interpreted	interpret	VERB
edu-401	169	11	to	to	PART
edu-401	169	12	be	be	AUX
edu-401	169	13	good	good	ADJ
edu-401	169	14	and	and	CCONJ
edu-401	169	15	are	be	AUX
edu-401	169	16	included	include	VERB
edu-401	169	17	in	in	ADP
edu-401	169	18	the	the	DET
edu-401	169	19	literature	literature	NOUN
edu-401	169	20	(	(	PUNCT
edu-401	169	21	george	george	PROPN
edu-401	169	22	and	and	CCONJ
edu-401	169	23	mallery	mallery	NOUN
edu-401	169	24	,	,	PUNCT
edu-401	169	25	2003	2003	NUM
edu-401	169	26	)	)	PUNCT
edu-401	169	27	.	.	PUNCT
edu-401	170	1	as	as	ADP
edu-401	170	2	a	a	DET
edu-401	170	3	result	result	NOUN
edu-401	170	4	of	of	ADP
edu-401	170	5	the	the	DET
edu-401	170	6	item	item	NOUN
edu-401	170	7	difficulty	difficulty	NOUN
edu-401	170	8	indexes	index	NOUN
edu-401	170	9	,	,	PUNCT
edu-401	170	10	item	item	NOUN
edu-401	170	11	2	2	NUM
edu-401	170	12	was	be	AUX
edu-401	170	13	difficult	difficult	ADJ
edu-401	170	14	in	in	ADP
edu-401	170	15	terms	term	NOUN
edu-401	170	16	of	of	ADP
edu-401	170	17	item	item	NOUN
edu-401	170	18	difficulties	difficulty	NOUN
edu-401	170	19	,	,	PUNCT
edu-401	170	20	items	item	NOUN
edu-401	170	21	3	3	NUM
edu-401	170	22	,	,	PUNCT
edu-401	170	23	5	5	NUM
edu-401	170	24	,	,	PUNCT
edu-401	170	25	6	6	NUM
edu-401	170	26	,	,	PUNCT
edu-401	170	27	9	9	NUM
edu-401	170	28	and	and	CCONJ
edu-401	170	29	12	12	NUM
edu-401	170	30	were	be	AUX
edu-401	170	31	in	in	ADP
edu-401	170	32	medium	medium	ADJ
edu-401	170	33	difficulty	difficulty	NOUN
edu-401	170	34	,	,	PUNCT
edu-401	170	35	items	item	NOUN
edu-401	170	36	1	1	NUM
edu-401	170	37	,	,	PUNCT
edu-401	170	38	4	4	NUM
edu-401	170	39	,	,	PUNCT
edu-401	170	40	8	8	NUM
edu-401	170	41	,	,	PUNCT
edu-401	170	42	10	10	NUM
edu-401	170	43	and	and	CCONJ
edu-401	170	44	11	11	NUM
edu-401	170	45	were	be	AUX
edu-401	170	46	easy	easy	ADJ
edu-401	170	47	and	and	CCONJ
edu-401	170	48	item	item	NOUN
edu-401	170	49	7	7	NUM
edu-401	170	50	was	be	AUX
edu-401	170	51	very	very	ADV
edu-401	170	52	easy	easy	ADJ
edu-401	170	53	.	.	PUNCT
edu-401	171	1	when	when	SCONJ
edu-401	171	2	the	the	DET
edu-401	171	3	test	test	NOUN
edu-401	171	4	was	be	AUX
edu-401	171	5	examined	examine	VERB
edu-401	171	6	,	,	PUNCT
edu-401	171	7	it	it	PRON
edu-401	171	8	was	be	AUX
edu-401	171	9	determined	determine	VERB
edu-401	171	10	that	that	SCONJ
edu-401	171	11	the	the	DET
edu-401	171	12	discriminative	discriminative	NOUN
edu-401	171	13	values	value	NOUN
edu-401	171	14	of	of	ADP
edu-401	171	15	items	item	NOUN
edu-401	171	16	7	7	NUM
edu-401	171	17	and	and	CCONJ
edu-401	171	18	12	12	NUM
edu-401	171	19	in	in	ADP
edu-401	171	20	the	the	DET
edu-401	171	21	test	test	NOUN
edu-401	171	22	were	be	AUX
edu-401	171	23	low	low	ADJ
edu-401	171	24	.	.	PUNCT
edu-401	172	1	for	for	ADP
edu-401	172	2	this	this	DET
edu-401	172	3	reason	reason	NOUN
edu-401	172	4	,	,	PUNCT
edu-401	172	5	items	item	NOUN
edu-401	172	6	7	7	NUM
edu-401	172	7	and	and	CCONJ
edu-401	172	8	12	12	NUM
edu-401	172	9	were	be	AUX
edu-401	172	10	excluded	exclude	VERB
edu-401	172	11	from	from	ADP
edu-401	172	12	the	the	DET
edu-401	172	13	test	test	NOUN
edu-401	172	14	.	.	PUNCT
edu-401	173	1	the	the	DET
edu-401	173	2	duration	duration	NOUN
edu-401	173	3	of	of	ADP
edu-401	173	4	completion	completion	NOUN
edu-401	173	5	of	of	ADP
edu-401	173	6	the	the	DET
edu-401	173	7	test	test	NOUN
edu-401	173	8	questions	question	NOUN
edu-401	173	9	was	be	AUX
edu-401	173	10	determined	determine	VERB
edu-401	173	11	as	as	ADP
edu-401	173	12	60	60	NUM
edu-401	173	13	minutes	minute	NOUN
edu-401	173	14	for	for	ADP
edu-401	173	15	12	12	NUM
edu-401	173	16	items	item	NOUN
edu-401	173	17	.	.	PUNCT
edu-401	174	1	a	a	DET
edu-401	174	2	valid	valid	ADJ
edu-401	174	3	and	and	CCONJ
edu-401	174	4	reliable	reliable	ADJ
edu-401	174	5	measurement	measurement	NOUN
edu-401	174	6	tool	tool	NOUN
edu-401	174	7	has	have	AUX
edu-401	174	8	been	be	AUX
edu-401	174	9	developed	develop	VERB
edu-401	174	10	with	with	ADP
edu-401	174	11	expert	expert	ADJ
edu-401	174	12	opinions	opinion	NOUN
edu-401	174	13	and	and	CCONJ
edu-401	174	14	statistical	statistical	ADJ
edu-401	174	15	results	result	NOUN
edu-401	174	16	.	.	PUNCT
edu-401	175	1	then	then	ADV
edu-401	175	2	,	,	PUNCT
edu-401	175	3	when	when	SCONJ
edu-401	175	4	two	two	NUM
edu-401	175	5	items	item	NOUN
edu-401	175	6	were	be	AUX
edu-401	175	7	excluded	exclude	VERB
edu-401	175	8	from	from	ADP
edu-401	175	9	the	the	DET
edu-401	175	10	test	test	NOUN
edu-401	175	11	,	,	PUNCT
edu-401	175	12	the	the	DET
edu-401	175	13	mean	mean	ADJ
edu-401	175	14	time	time	NOUN
edu-401	175	15	was	be	AUX
edu-401	175	16	54	54	NUM
edu-401	175	17	minutes	minute	NOUN
edu-401	175	18	.	.	PUNCT
edu-401	176	1	genç	genç	PROPN
edu-401	176	2	and	and	CCONJ
edu-401	176	3	kalafat	kalafat	PROPN
edu-401	176	4	(	(	PUNCT
edu-401	176	5	2007	2007	NUM
edu-401	176	6	)	)	PUNCT
edu-401	176	7	determined	determine	VERB
edu-401	176	8	that	that	SCONJ
edu-401	176	9	prospective	prospective	ADJ
edu-401	176	10	teachers	teacher	NOUN
edu-401	176	11	'	'	PART
edu-401	176	12	problem	problem	NOUN
edu-401	176	13	solving	solving	NOUN
edu-401	176	14	skills	skill	NOUN
edu-401	176	15	differed	differ	VERB
edu-401	176	16	significantly	significantly	ADV
edu-401	176	17	according	accord	VERB
edu-401	176	18	to	to	ADP
edu-401	176	19	the	the	DET
edu-401	176	20	classes	class	NOUN
edu-401	176	21	and	and	CCONJ
edu-401	176	22	departments	department	NOUN
edu-401	176	23	they	they	PRON
edu-401	176	24	studied	study	VERB
edu-401	176	25	.	.	PUNCT
edu-401	177	1	in	in	ADP
edu-401	177	2	this	this	DET
edu-401	177	3	study	study	NOUN
edu-401	177	4	,	,	PUNCT
edu-401	177	5	a	a	DET
edu-401	177	6	reliable	reliable	ADJ
edu-401	177	7	and	and	CCONJ
edu-401	177	8	valid	valid	ADJ
edu-401	177	9	measurement	measurement	NOUN
edu-401	177	10	tool	tool	NOUN
edu-401	177	11	has	have	AUX
edu-401	177	12	been	be	AUX
edu-401	177	13	developed	develop	VERB
edu-401	177	14	to	to	PART
edu-401	177	15	measure	measure	VERB
edu-401	177	16	the	the	DET
edu-401	177	17	drawing	draw	VERB
edu-401	177	18	a	a	DET
edu-401	177	19	shape	shape	NOUN
edu-401	177	20	/	/	SYM
edu-401	177	21	schema	schema	NOUN
edu-401	177	22	drawing	draw	VERB
edu-401	177	23	and	and	CCONJ
edu-401	177	24	making	make	VERB
edu-401	177	25	a	a	DET
edu-401	177	26	table	table	NOUN
edu-401	177	27	skills	skill	NOUN
edu-401	177	28	of	of	ADP
edu-401	177	29	prospective	prospective	ADJ
edu-401	177	30	teachers	teacher	NOUN
edu-401	177	31	in	in	ADP
edu-401	177	32	mathematics	mathematics	PROPN
edu-401	177	33	and	and	CCONJ
edu-401	177	34	science	science	NOUN
edu-401	177	35	education	education	NOUN
edu-401	177	36	,	,	PUNCT
edu-401	177	37	turkish	turkish	ADJ
edu-401	177	38	and	and	CCONJ
edu-401	177	39	social	social	ADJ
edu-401	177	40	sciences	science	NOUN
edu-401	177	41	education	education	NOUN
edu-401	177	42	and	and	CCONJ
edu-401	177	43	basic	basic	ADJ
edu-401	177	44	education	education	NOUN
edu-401	177	45	departments	department	NOUN
edu-401	177	46	.	.	PUNCT
edu-401	178	1	in	in	ADP
edu-401	178	2	brief	brief	NOUN
edu-401	178	3	,	,	PUNCT
edu-401	178	4	it	it	PRON
edu-401	178	5	is	be	AUX
edu-401	178	6	seen	see	VERB
edu-401	178	7	in	in	ADP
edu-401	178	8	the	the	DET
edu-401	178	9	studies	study	NOUN
edu-401	178	10	and	and	CCONJ
edu-401	178	11	teaching	teaching	NOUN
edu-401	178	12	programs	program	NOUN
edu-401	178	13	that	that	SCONJ
edu-401	178	14	the	the	DET
edu-401	178	15	importance	importance	NOUN
edu-401	178	16	of	of	ADP
edu-401	178	17	drawing	draw	VERB
edu-401	178	18	a	a	DET
edu-401	178	19	shape	shape	NOUN
edu-401	178	20	/	/	SYM
edu-401	178	21	schema	schema	NOUN
edu-401	178	22	and	and	CCONJ
edu-401	178	23	making	make	VERB
edu-401	178	24	a	a	DET
edu-401	178	25	table	table	NOUN
edu-401	178	26	in	in	ADP
edu-401	178	27	educational	educational	ADJ
edu-401	178	28	activities	activity	NOUN
edu-401	178	29	,	,	PUNCT
edu-401	178	30	teaching	teaching	NOUN
edu-401	178	31	activities	activity	NOUN
edu-401	178	32	and	and	CCONJ
edu-401	178	33	daily	daily	ADJ
edu-401	178	34	life	life	NOUN
edu-401	178	35	increases	increase	VERB
edu-401	178	36	day	day	NOUN
edu-401	178	37	by	by	ADP
edu-401	178	38	day	day	NOUN
edu-401	178	39	.	.	PUNCT
edu-401	179	1	for	for	ADP
edu-401	179	2	this	this	DET
edu-401	179	3	reason	reason	NOUN
edu-401	179	4	,	,	PUNCT
edu-401	179	5	it	it	PRON
edu-401	179	6	is	be	AUX
edu-401	179	7	accepted	accept	VERB
edu-401	179	8	that	that	SCONJ
edu-401	179	9	drawing	draw	VERB
edu-401	179	10	a	a	DET
edu-401	179	11	shape	shape	NOUN
edu-401	179	12	/	/	SYM
edu-401	179	13	schema	schema	NOUN
edu-401	179	14	and	and	CCONJ
edu-401	179	15	making	make	VERB
edu-401	179	16	a	a	DET
edu-401	179	17	table	table	NOUN
edu-401	179	18	is	be	AUX
edu-401	179	19	important	important	ADJ
edu-401	179	20	in	in	ADP
edu-401	179	21	problem	problem	NOUN
edu-401	179	22	solving	solve	VERB
edu-401	179	23	for	for	ADP
edu-401	179	24	both	both	DET
edu-401	179	25	asian	asian	ADJ
edu-401	179	26	journal	journal	NOUN
edu-401	179	27	of	of	ADP
edu-401	179	28	education	education	NOUN
edu-401	179	29	and	and	CCONJ
edu-401	179	30	training	training	NOUN
edu-401	179	31	,	,	PUNCT
edu-401	179	32	2019	2019	NUM
edu-401	179	33	,	,	PUNCT
edu-401	179	34	5(1	5(1	NUM
edu-401	179	35	):	):	PUNCT
edu-401	179	36	176	176	NUM
edu-401	179	37	-	-	SYM
edu-401	179	38	182	182	NUM
edu-401	179	39	182	182	NUM
edu-401	179	40	©	©	PROPN
edu-401	179	41	2019	2019	NUM
edu-401	179	42	by	by	ADP
edu-401	179	43	the	the	DET
edu-401	179	44	authors	author	NOUN
edu-401	179	45	;	;	PUNCT
edu-401	179	46	licensee	licensee	PROPN
edu-401	179	47	asian	asian	ADJ
edu-401	179	48	online	online	PROPN
edu-401	179	49	journal	journal	PROPN
edu-401	179	50	publishing	publishing	NOUN
edu-401	179	51	group	group	NOUN
edu-401	179	52	instructors	instructor	NOUN
edu-401	179	53	and	and	CCONJ
edu-401	179	54	teacher	teacher	NOUN
edu-401	179	55	candidates	candidate	NOUN
edu-401	179	56	.	.	PUNCT
edu-401	180	1	as	as	ADP
edu-401	180	2	a	a	DET
edu-401	180	3	result	result	NOUN
edu-401	180	4	of	of	ADP
edu-401	180	5	the	the	DET
edu-401	180	6	findings	finding	NOUN
edu-401	180	7	of	of	ADP
edu-401	180	8	the	the	DET
edu-401	180	9	study	study	NOUN
edu-401	180	10	,	,	PUNCT
edu-401	180	11	the	the	DET
edu-401	180	12	following	follow	VERB
edu-401	180	13	suggestions	suggestion	NOUN
edu-401	180	14	can	can	AUX
edu-401	180	15	be	be	AUX
edu-401	180	16	made	make	VERB
edu-401	180	17	to	to	ADP
edu-401	180	18	the	the	DET
edu-401	180	19	researchers	researcher	NOUN
edu-401	180	20	who	who	PRON
edu-401	180	21	wish	wish	VERB
edu-401	180	22	to	to	PART
edu-401	180	23	work	work	VERB
edu-401	180	24	in	in	ADP
edu-401	180	25	this	this	DET
edu-401	180	26	field	field	NOUN
edu-401	180	27	in	in	ADP
edu-401	180	28	the	the	DET
edu-401	180	29	future	future	NOUN
edu-401	180	30	;	;	PUNCT
edu-401	180	31	by	by	ADP
edu-401	180	32	selecting	select	VERB
edu-401	180	33	a	a	DET
edu-401	180	34	larger	large	ADJ
edu-401	180	35	sample	sample	NOUN
edu-401	180	36	group	group	NOUN
edu-401	180	37	,	,	PUNCT
edu-401	180	38	shape	shape	NOUN
edu-401	180	39	/	/	SYM
edu-401	180	40	schema	schema	NOUN
edu-401	180	41	and	and	CCONJ
edu-401	180	42	making	make	VERB
edu-401	180	43	a	a	DET
edu-401	180	44	table	table	NOUN
edu-401	180	45	skills	skill	NOUN
edu-401	180	46	of	of	ADP
edu-401	180	47	prospective	prospective	ADJ
edu-401	180	48	teachers	teacher	NOUN
edu-401	180	49	in	in	ADP
edu-401	180	50	all	all	DET
edu-401	180	51	departments	department	NOUN
edu-401	180	52	of	of	ADP
edu-401	180	53	education	education	NOUN
edu-401	180	54	faculties	faculty	NOUN
edu-401	180	55	can	can	AUX
edu-401	180	56	be	be	AUX
edu-401	180	57	examined	examine	VERB
edu-401	180	58	in	in	ADP
edu-401	180	59	terms	term	NOUN
edu-401	180	60	of	of	ADP
edu-401	180	61	different	different	ADJ
edu-401	180	62	variables	variable	NOUN
edu-401	180	63	.	.	PUNCT
edu-401	181	1	experimental	experimental	ADJ
edu-401	181	2	studies	study	NOUN
edu-401	181	3	including	include	VERB
edu-401	181	4	teaching	teach	VERB
edu-401	181	5	methods	method	NOUN
edu-401	181	6	and	and	CCONJ
edu-401	181	7	activities	activity	NOUN
edu-401	181	8	that	that	PRON
edu-401	181	9	will	will	AUX
edu-401	181	10	improve	improve	VERB
edu-401	181	11	prospective	prospective	ADJ
edu-401	181	12	teachers	teacher	NOUN
edu-401	181	13	'	'	PART
edu-401	181	14	drawing	draw	VERB
edu-401	181	15	a	a	DET
edu-401	181	16	shape	shape	NOUN
edu-401	181	17	/	/	SYM
edu-401	181	18	schema	schema	NOUN
edu-401	181	19	and	and	CCONJ
edu-401	181	20	making	make	VERB
edu-401	181	21	a	a	DET
edu-401	181	22	table	table	NOUN
edu-401	181	23	skills	skill	NOUN
edu-401	181	24	can	can	AUX
edu-401	181	25	be	be	AUX
edu-401	181	26	done	do	VERB
edu-401	181	27	.	.	PUNCT
edu-401	182	1	when	when	SCONJ
edu-401	182	2	prospective	prospective	ADJ
edu-401	182	3	teachers	teacher	NOUN
edu-401	182	4	are	be	AUX
edu-401	182	5	trained	train	VERB
edu-401	182	6	,	,	PUNCT
edu-401	182	7	information	information	NOUN
edu-401	182	8	about	about	ADP
edu-401	182	9	drawing	draw	VERB
edu-401	182	10	a	a	DET
edu-401	182	11	shape	shape	NOUN
edu-401	182	12	/	/	SYM
edu-401	182	13	schema	schema	NOUN
edu-401	182	14	and	and	CCONJ
edu-401	182	15	making	make	VERB
edu-401	182	16	a	a	DET
edu-401	182	17	table	table	NOUN
edu-401	182	18	can	can	AUX
edu-401	182	19	be	be	AUX
edu-401	182	20	given	give	VERB
edu-401	182	21	by	by	ADP
edu-401	182	22	adding	add	VERB
edu-401	182	23	to	to	ADP
edu-401	182	24	the	the	DET
edu-401	182	25	course	course	NOUN
edu-401	182	26	curriculum	curriculum	NOUN
edu-401	182	27	.	.	PUNCT
edu-401	183	1	in	in	ADP
edu-401	183	2	-	-	PUNCT
edu-401	183	3	service	service	NOUN
edu-401	183	4	training	training	NOUN
edu-401	183	5	can	can	AUX
edu-401	183	6	be	be	AUX
edu-401	183	7	given	give	VERB
edu-401	183	8	to	to	ADP
edu-401	183	9	teachers	teacher	NOUN
edu-401	183	10	on	on	ADP
edu-401	183	11	drawing	draw	VERB
edu-401	183	12	a	a	DET
edu-401	183	13	shape	shape	NOUN
edu-401	183	14	/	/	SYM
edu-401	183	15	schema	schema	NOUN
edu-401	183	16	and	and	CCONJ
edu-401	183	17	making	make	VERB
edu-401	183	18	a	a	DET
edu-401	183	19	table	table	NOUN
edu-401	183	20	skills	skill	NOUN
edu-401	183	21	.	.	PUNCT
edu-401	184	1	references	reference	NOUN
edu-401	184	2	aksut	aksut	PROPN
edu-401	184	3	,	,	PUNCT
edu-401	184	4	p.	p.	NOUN
edu-401	184	5	,	,	PUNCT
edu-401	184	6	2015	2015	NUM
edu-401	184	7	.	.	PUNCT
edu-401	185	1	investigation	investigation	NOUN
edu-401	185	2	of	of	ADP
edu-401	185	3	the	the	DET
edu-401	185	4	effects	effect	NOUN
edu-401	185	5	of	of	ADP
edu-401	185	6	activity	activity	NOUN
edu-401	185	7	based	base	VERB
edu-401	185	8	science	science	NOUN
edu-401	185	9	teaching	teaching	NOUN
edu-401	185	10	practices	practice	NOUN
edu-401	185	11	on	on	ADP
edu-401	185	12	problem	problem	NOUN
edu-401	185	13	solving	solving	NOUN
edu-401	185	14	skills	skill	NOUN
edu-401	185	15	of	of	ADP
edu-401	185	16	5	5	NUM
edu-401	185	17	-6	-6	NOUN
edu-401	185	18	year	year	NOUN
edu-401	185	19	old	old	ADJ
edu-401	185	20	preschool	preschool	ADJ
edu-401	185	21	children	child	NOUN
edu-401	185	22	.	.	PUNCT
edu-401	186	1	phd	phd	NOUN
edu-401	186	2	thesis	thesis	PROPN
edu-401	186	3	.	.	PUNCT
edu-401	187	1	abant	abant	PROPN
edu-401	187	2	i̇zzet	i̇zzet	PROPN
edu-401	187	3	baysal	baysal	PROPN
edu-401	187	4	university	university	PROPN
edu-401	187	5	/	/	SYM
edu-401	187	6	institute	institute	PROPN
edu-401	187	7	of	of	ADP
edu-401	187	8	educational	educational	ADJ
edu-401	187	9	sciences	science	NOUN
edu-401	187	10	.	.	PUNCT
edu-401	188	1	alessi	alessi	PROPN
edu-401	188	2	,	,	PUNCT
edu-401	188	3	s.m	s.m	PROPN
edu-401	188	4	.	.	PROPN
edu-401	188	5	and	and	CCONJ
edu-401	188	6	s.r	s.r	PROPN
edu-401	188	7	.	.	PROPN
edu-401	188	8	trollip	trollip	PROPN
edu-401	188	9	,	,	PUNCT
edu-401	188	10	2001	2001	NUM
edu-401	188	11	.	.	PUNCT
edu-401	189	1	multimedia	multimedia	NOUN
edu-401	189	2	for	for	ADP
edu-401	189	3	learning	learn	VERB
edu-401	189	4	.	.	PUNCT
edu-401	190	1	3rd	3rd	ADJ
edu-401	190	2	edn	edn	PROPN
edu-401	190	3	.	.	PUNCT
edu-401	190	4	,	,	PUNCT
edu-401	190	5	boston	boston	PROPN
edu-401	190	6	,	,	PUNCT
edu-401	190	7	ma	ma	PROPN
edu-401	190	8	:	:	PUNCT
edu-401	190	9	allyn	allyn	PROPN
edu-401	190	10	and	and	CCONJ
edu-401	190	11	bacon	bacon	NOUN
edu-401	190	12	.	.	PUNCT
edu-401	191	1	alpar	alpar	PROPN
edu-401	191	2	,	,	PUNCT
edu-401	191	3	r.	r.	PROPN
edu-401	191	4	,	,	PUNCT
edu-401	191	5	2012	2012	NUM
edu-401	191	6	.	.	PUNCT
edu-401	192	1	applied	apply	VERB
edu-401	192	2	statistics	statistic	NOUN
edu-401	192	3	and	and	CCONJ
edu-401	192	4	validity	validity	NOUN
edu-401	192	5	-	-	PUNCT
edu-401	192	6	reliability	reliability	NOUN
edu-401	192	7	.	.	PUNCT
edu-401	193	1	ankara	ankara	PROPN
edu-401	193	2	:	:	PUNCT
edu-401	193	3	detay	detay	ADJ
edu-401	193	4	publishing	publishing	NOUN
edu-401	193	5	.	.	PUNCT
edu-401	194	1	basol	basol	ADJ
edu-401	194	2	,	,	PUNCT
edu-401	194	3	g.	g.	PROPN
edu-401	194	4	,	,	PUNCT
edu-401	194	5	2013	2013	NUM
edu-401	194	6	.	.	PUNCT
edu-401	195	1	measurement	measurement	NOUN
edu-401	195	2	and	and	CCONJ
edu-401	195	3	evaluation	evaluation	NOUN
edu-401	195	4	in	in	ADP
edu-401	195	5	education	education	NOUN
edu-401	195	6	.	.	PUNCT
edu-401	196	1	ankara	ankara	PROPN
edu-401	196	2	:	:	PUNCT
edu-401	196	3	pegem	pegem	PROPN
edu-401	196	4	academy	academy	PROPN
edu-401	196	5	publishing	publishing	PROPN
edu-401	196	6	.	.	PUNCT
edu-401	197	1	baykul	baykul	PROPN
edu-401	197	2	,	,	PUNCT
edu-401	197	3	y.	y.	PROPN
edu-401	197	4	,	,	PUNCT
edu-401	197	5	2009	2009	NUM
edu-401	197	6	.	.	PUNCT
edu-401	198	1	teaching	teach	VERB
edu-401	198	2	mathematics	mathematic	NOUN
edu-401	198	3	in	in	ADP
edu-401	198	4	primary	primary	ADJ
edu-401	198	5	education	education	NOUN
edu-401	198	6	(	(	PUNCT
edu-401	198	7	grades	grade	NOUN
edu-401	198	8	6	6	NUM
edu-401	198	9	-	-	SYM
edu-401	198	10	8)	8)	NUM
edu-401	198	11	.	.	PUNCT
edu-401	199	1	ankara	ankara	PROPN
edu-401	199	2	:	:	PUNCT
edu-401	199	3	pegem	pegem	PROPN
edu-401	199	4	academy	academy	PROPN
edu-401	199	5	.	.	PUNCT
edu-401	200	1	board	board	PROPN
edu-401	200	2	of	of	ADP
edu-401	200	3	education	education	NOUN
edu-401	200	4	and	and	CCONJ
edu-401	200	5	discipline	discipline	NOUN
edu-401	200	6	(	(	PUNCT
edu-401	200	7	boead	boead	NOUN
edu-401	200	8	)	)	PUNCT
edu-401	200	9	,	,	PUNCT
edu-401	200	10	2013	2013	NUM
edu-401	200	11	.	.	PUNCT
edu-401	201	1	secondary	secondary	ADJ
edu-401	201	2	school	school	PROPN
edu-401	201	3	and	and	CCONJ
edu-401	201	4	imam	imam	PROPN
edu-401	201	5	hatip	hatip	PROPN
edu-401	201	6	secondary	secondary	ADJ
edu-401	201	7	school	school	NOUN
edu-401	201	8	mind	mind	NOUN
edu-401	201	9	games	game	NOUN
edu-401	201	10	.	.	PUNCT
edu-401	202	1	available	available	ADJ
edu-401	202	2	from	from	ADP
edu-401	202	3	http://teyd.org.tr/pdf/zekaoyunlari.pdf	http://teyd.org.tr/pdf/zekaoyunlari.pdf	PROPN
edu-401	202	4	.	.	PUNCT
edu-401	203	1	boead	boead	NOUN
edu-401	203	2	,	,	PUNCT
edu-401	203	3	2013	2013	NUM
edu-401	203	4	.	.	PUNCT
edu-401	204	1	secondary	secondary	ADJ
edu-401	204	2	school	school	PROPN
edu-401	204	3	and	and	CCONJ
edu-401	204	4	imam	imam	PROPN
edu-401	204	5	hatip	hatip	PROPN
edu-401	204	6	secondary	secondary	ADJ
edu-401	204	7	school	school	NOUN
edu-401	204	8	mind	mind	NOUN
edu-401	204	9	games	game	NOUN
edu-401	204	10	.	.	PUNCT
edu-401	205	1	available	available	ADJ
edu-401	205	2	from	from	ADP
edu-401	205	3	http://teyd.org.tr/pdf/zekaoyunlari.pdf	http://teyd.org.tr/pdf/zekaoyunlari.pdf	PROPN
edu-401	205	4	.	.	PUNCT
edu-401	206	1	bottino	bottino	PROPN
edu-401	206	2	,	,	PUNCT
edu-401	206	3	r.m	r.m	PROPN
edu-401	206	4	.	.	PROPN
edu-401	206	5	,	,	PUNCT
edu-401	206	6	m.	m.	PROPN
edu-401	206	7	ott	ott	PROPN
edu-401	206	8	and	and	CCONJ
edu-401	206	9	m.	m.	NOUN
edu-401	206	10	tavella	tavella	PROPN
edu-401	206	11	,	,	PUNCT
edu-401	206	12	2013	2013	NUM
edu-401	206	13	.	.	PUNCT
edu-401	207	1	children	child	NOUN
edu-401	207	2	’s	’s	PART
edu-401	207	3	performance	performance	NOUN
edu-401	207	4	with	with	ADP
edu-401	207	5	digital	digital	ADJ
edu-401	207	6	mind	mind	NOUN
edu-401	207	7	games	game	NOUN
edu-401	207	8	and	and	CCONJ
edu-401	207	9	evidence	evidence	NOUN
edu-401	207	10	for	for	ADP
edu-401	207	11	learning	learn	VERB
edu-401	207	12	behaviour	behaviour	NOUN
edu-401	207	13	.	.	PUNCT
edu-401	208	1	information	information	NOUN
edu-401	208	2	systems	system	NOUN
edu-401	208	3	,	,	PUNCT
edu-401	208	4	e	e	X
edu-401	208	5	-	-	ADJ
edu-401	208	6	learning	learning	NOUN
edu-401	208	7	,	,	PUNCT
edu-401	208	8	and	and	CCONJ
edu-401	208	9	knowledge	knowledge	NOUN
edu-401	208	10	management	management	NOUN
edu-401	208	11	research	research	NOUN
edu-401	208	12	.	.	PUNCT
edu-401	209	1	berlin	berlin	PROPN
edu-401	209	2	heidelberg	heidelberg	PROPN
edu-401	209	3	:	:	PUNCT
edu-401	209	4	springer	springer	NOUN
edu-401	209	5	.	.	PUNCT
edu-401	210	1	pp	pp	ADP
edu-401	210	2	:	:	PUNCT
edu-401	210	3	235	235	NUM
edu-401	210	4	-	-	SYM
edu-401	210	5	243	243	NUM
edu-401	210	6	.	.	PUNCT
edu-401	211	1	buyukozturk	buyukozturk	PROPN
edu-401	211	2	,	,	PUNCT
edu-401	211	3	s.	s.	PROPN
edu-401	211	4	,	,	PUNCT
edu-401	211	5	2010	2010	NUM
edu-401	211	6	.	.	PUNCT
edu-401	212	1	manual	manual	NOUN
edu-401	212	2	of	of	ADP
edu-401	212	3	data	datum	NOUN
edu-401	212	4	analysis	analysis	NOUN
edu-401	212	5	for	for	ADP
edu-401	212	6	social	social	ADJ
edu-401	212	7	sciences	science	NOUN
edu-401	212	8	.	.	PUNCT
edu-401	213	1	ankara	ankara	PROPN
edu-401	213	2	:	:	PUNCT
edu-401	213	3	pegem	pegem	PROPN
edu-401	213	4	academy	academy	PROPN
edu-401	213	5	publishing	publishing	PROPN
edu-401	213	6	.	.	PUNCT
edu-401	214	1	buyukozturk	buyukozturk	PROPN
edu-401	214	2	,	,	PUNCT
edu-401	214	3	s.	s.	PROPN
edu-401	214	4	,	,	PUNCT
edu-401	214	5	e.k	e.k	PROPN
edu-401	214	6	.	.	PROPN
edu-401	214	7	cakmak	cakmak	PROPN
edu-401	214	8	,	,	PUNCT
edu-401	214	9	o.e	o.e	PROPN
edu-401	214	10	.	.	PROPN
edu-401	214	11	akgun	akgun	PROPN
edu-401	214	12	,	,	PUNCT
edu-401	214	13	s.	s.	PROPN
edu-401	214	14	karadeniz	karadeniz	PROPN
edu-401	214	15	and	and	CCONJ
edu-401	214	16	f.	f.	PROPN
edu-401	214	17	demirel	demirel	PROPN
edu-401	214	18	,	,	PUNCT
edu-401	214	19	2014	2014	NUM
edu-401	214	20	.	.	PUNCT
edu-401	215	1	scientific	scientific	ADJ
edu-401	215	2	research	research	NOUN
edu-401	215	3	methods	method	NOUN
edu-401	215	4	.	.	PUNCT
edu-401	216	1	ankara	ankara	PROPN
edu-401	216	2	:	:	PUNCT
edu-401	216	3	pegem	pegem	PROPN
edu-401	216	4	academy	academy	PROPN
edu-401	216	5	.	.	PUNCT
edu-401	217	1	christensen	christensen	PROPN
edu-401	217	2	,	,	PUNCT
edu-401	217	3	l.b	l.b	PROPN
edu-401	217	4	.	.	PROPN
edu-401	217	5	,	,	PUNCT
edu-401	217	6	r.b	r.b	PROPN
edu-401	217	7	.	.	PROPN
edu-401	217	8	johnson	johnson	PROPN
edu-401	217	9	and	and	CCONJ
edu-401	217	10	l.a	l.a	PROPN
edu-401	217	11	.	.	PROPN
edu-401	217	12	turner	turner	PROPN
edu-401	217	13	,	,	PUNCT
edu-401	217	14	2015	2015	NUM
edu-401	217	15	.	.	PUNCT
edu-401	218	1	research	research	NOUN
edu-401	218	2	methods	method	NOUN
edu-401	218	3	pattern	pattern	NOUN
edu-401	218	4	and	and	CCONJ
edu-401	218	5	analysis	analysis	NOUN
edu-401	218	6	.	.	PUNCT
edu-401	219	1	a.	a.	NOUN
edu-401	219	2	aypay	aypay	PROPN
edu-401	219	3	(	(	PUNCT
edu-401	219	4	translation	translation	NOUN
edu-401	219	5	ed	ed	NOUN
edu-401	219	6	.	.	PUNCT
edu-401	219	7	)	)	PUNCT
edu-401	219	8	.	.	PUNCT
edu-401	220	1	ankara	ankara	PROPN
edu-401	220	2	:	:	PUNCT
edu-401	220	3	anı	anı	PROPN
edu-401	220	4	publishing	publishing	PROPN
edu-401	220	5	.	.	PUNCT
edu-401	221	1	fan	fan	PROPN
edu-401	221	2	,	,	PUNCT
edu-401	221	3	x.	x.	PROPN
edu-401	221	4	and	and	CCONJ
edu-401	221	5	s.	s.	PROPN
edu-401	221	6	sun	sun	PROPN
edu-401	221	7	,	,	PUNCT
edu-401	221	8	2013	2013	NUM
edu-401	221	9	.	.	PUNCT
edu-401	222	1	item	item	NOUN
edu-401	222	2	response	response	NOUN
edu-401	222	3	theory	theory	NOUN
edu-401	222	4	.	.	PUNCT
edu-401	223	1	t.	t.	PROPN
edu-401	223	2	teo	teo	PROPN
edu-401	223	3	(	(	PUNCT
edu-401	223	4	edt	edt	PROPN
edu-401	223	5	.	.	PUNCT
edu-401	223	6	)	)	PUNCT
edu-401	223	7	,	,	PUNCT
edu-401	223	8	in	in	ADP
edu-401	223	9	handbook	handbook	NOUN
edu-401	223	10	of	of	ADP
edu-401	223	11	quantitative	quantitative	ADJ
edu-401	223	12	methods	method	NOUN
edu-401	223	13	for	for	ADP
edu-401	223	14	educational	educational	ADJ
edu-401	223	15	research	research	NOUN
edu-401	223	16	.	.	PUNCT
edu-401	224	1	the	the	DET
edu-401	224	2	netherlands	netherlands	PROPN
edu-401	224	3	:	:	PUNCT
edu-401	224	4	sense	sense	NOUN
edu-401	224	5	publishers	publisher	NOUN
edu-401	224	6	.	.	PUNCT
edu-401	225	1	genç	genç	PROPN
edu-401	225	2	,	,	PUNCT
edu-401	225	3	s.	s.	PROPN
edu-401	225	4	and	and	CCONJ
edu-401	225	5	t.	t.	PROPN
edu-401	225	6	kalafat	kalafat	PROPN
edu-401	225	7	,	,	PUNCT
edu-401	225	8	2007	2007	NUM
edu-401	225	9	.	.	PUNCT
edu-401	226	1	the	the	DET
edu-401	226	2	research	research	NOUN
edu-401	226	3	on	on	ADP
edu-401	226	4	evaluation	evaluation	NOUN
edu-401	226	5	of	of	ADP
edu-401	226	6	prospective	prospective	ADJ
edu-401	226	7	teachers	teacher	NOUN
edu-401	226	8	’	'	PUNCT
edu-401	226	9	democratic	democratic	ADJ
edu-401	226	10	attitudes	attitude	NOUN
edu-401	226	11	and	and	CCONJ
edu-401	226	12	problem	problem	NOUN
edu-401	226	13	solving	solving	NOUN
edu-401	226	14	skills	skill	NOUN
edu-401	226	15	according	accord	VERB
edu-401	226	16	as	as	ADP
edu-401	226	17	different	different	ADJ
edu-401	226	18	variables	variable	NOUN
edu-401	226	19	.	.	PUNCT
edu-401	227	1	pamukkale	pamukkale	PROPN
edu-401	227	2	university	university	PROPN
edu-401	227	3	education	education	NOUN
edu-401	227	4	faculty	faculty	NOUN
edu-401	227	5	journal	journal	NOUN
edu-401	227	6	,	,	PUNCT
edu-401	227	7	2(22	2(22	NUM
edu-401	227	8	):	):	PUNCT
edu-401	227	9	10	10	NUM
edu-401	227	10	-	-	SYM
edu-401	227	11	22	22	NUM
edu-401	227	12	.	.	PUNCT
edu-401	228	1	george	george	PROPN
edu-401	228	2	,	,	PUNCT
edu-401	228	3	d.	d.	PROPN
edu-401	228	4	and	and	CCONJ
edu-401	228	5	p.	p.	PROPN
edu-401	228	6	mallery	mallery	PROPN
edu-401	228	7	,	,	PUNCT
edu-401	228	8	2003	2003	NUM
edu-401	228	9	.	.	PUNCT
edu-401	229	1	spss	spss	PROPN
edu-401	229	2	for	for	ADP
edu-401	229	3	windows	window	NOUN
edu-401	229	4	step	step	NOUN
edu-401	229	5	by	by	ADP
edu-401	229	6	step	step	NOUN
edu-401	229	7	:	:	PUNCT
edu-401	229	8	a	a	DET
edu-401	229	9	simple	simple	ADJ
edu-401	229	10	guide	guide	NOUN
edu-401	229	11	and	and	CCONJ
edu-401	229	12	reference	reference	NOUN
edu-401	229	13	.	.	PUNCT
edu-401	230	1	11.0	11.0	NUM
edu-401	230	2	update	update	NOUN
edu-401	230	3	(	(	PUNCT
edu-401	230	4	4th	4th	ADJ
edu-401	230	5	edn	edn	NOUN
edu-401	230	6	)	)	PUNCT
edu-401	230	7	.	.	PUNCT
edu-401	231	1	boston	boston	PROPN
edu-401	231	2	:	:	PUNCT
edu-401	231	3	allyn	allyn	PROPN
edu-401	231	4	&	&	CCONJ
edu-401	231	5	bacon	bacon	PROPN
edu-401	231	6	.	.	PUNCT
edu-401	232	1	gorard	gorard	PROPN
edu-401	232	2	,	,	PUNCT
edu-401	232	3	s.	s.	PROPN
edu-401	232	4	,	,	PUNCT
edu-401	232	5	2010	2010	NUM
edu-401	232	6	.	.	PUNCT
edu-401	233	1	quantitative	quantitative	ADJ
edu-401	233	2	methods	method	NOUN
edu-401	233	3	in	in	ADP
edu-401	233	4	educational	educational	ADJ
edu-401	233	5	research	research	NOUN
edu-401	233	6	:	:	PUNCT
edu-401	233	7	the	the	DET
edu-401	233	8	role	role	NOUN
edu-401	233	9	of	of	ADP
edu-401	233	10	numbers	number	NOUN
edu-401	233	11	made	make	VERB
edu-401	233	12	easy	easy	ADJ
edu-401	233	13	.	.	PUNCT
edu-401	234	1	london	london	PROPN
edu-401	234	2	:	:	PUNCT
edu-401	234	3	bloomsbury	bloomsbury	NOUN
edu-401	234	4	publishing	publishing	NOUN
edu-401	234	5	.	.	PUNCT
edu-401	235	1	hinkle	hinkle	PROPN
edu-401	235	2	,	,	PUNCT
edu-401	235	3	d.e	d.e	PROPN
edu-401	235	4	.	.	PROPN
edu-401	235	5	,	,	PUNCT
edu-401	235	6	w.	w.	PROPN
edu-401	235	7	wiersma	wiersma	PROPN
edu-401	235	8	and	and	CCONJ
edu-401	235	9	s.g	s.g	PROPN
edu-401	235	10	.	.	PROPN
edu-401	235	11	jurs	jur	NOUN
edu-401	235	12	,	,	PUNCT
edu-401	235	13	2003	2003	NUM
edu-401	235	14	.	.	PUNCT
edu-401	236	1	applied	apply	VERB
edu-401	236	2	statistic	statistic	NOUN
edu-401	236	3	for	for	ADP
edu-401	236	4	the	the	DET
edu-401	236	5	behavioral	behavioral	ADJ
edu-401	236	6	sciences	sciences	PROPN
edu-401	236	7	.	.	PUNCT
edu-401	237	1	boston	boston	PROPN
edu-401	237	2	:	:	PUNCT
edu-401	237	3	houghton	houghton	PROPN
edu-401	237	4	mifflin	mifflin	PROPN
edu-401	237	5	company	company	PROPN
edu-401	237	6	.	.	PUNCT
edu-401	238	1	kilic	kilic	PROPN
edu-401	238	2	,	,	PUNCT
edu-401	238	3	c.	c.	PROPN
edu-401	238	4	,	,	PUNCT
edu-401	238	5	2009	2009	NUM
edu-401	238	6	.	.	PUNCT
edu-401	239	1	the	the	DET
edu-401	239	2	solutions	solution	NOUN
edu-401	239	3	used	use	VERB
edu-401	239	4	by	by	ADP
edu-401	239	5	the	the	DET
edu-401	239	6	fifth	fifth	ADJ
edu-401	239	7	grade	grade	NOUN
edu-401	239	8	students	student	NOUN
edu-401	239	9	in	in	ADP
edu-401	239	10	the	the	DET
edu-401	239	11	solution	solution	NOUN
edu-401	239	12	of	of	ADP
edu-401	239	13	mathematical	mathematical	ADJ
edu-401	239	14	problems	problem	NOUN
edu-401	239	15	.	.	PUNCT
edu-401	240	1	anadolu	anadolu	PROPN
edu-401	240	2	university	university	PROPN
edu-401	240	3	,	,	PUNCT
edu-401	240	4	institute	institute	NOUN
edu-401	240	5	of	of	ADP
edu-401	240	6	educational	educational	ADJ
edu-401	240	7	sciences	sciences	PROPN
edu-401	240	8	,	,	PUNCT
edu-401	240	9	elementary	elementary	ADJ
edu-401	240	10	education	education	PROPN
edu-401	240	11	department	department	PROPN
edu-401	240	12	,	,	PUNCT
edu-401	240	13	ph.d	ph.d	PROPN
edu-401	240	14	.	.	PUNCT
edu-401	241	1	thesis	thesis	NOUN
edu-401	241	2	,	,	PUNCT
edu-401	241	3	eskişehir	eskişehir	NOUN
edu-401	241	4	.	.	PUNCT
edu-401	242	1	metin	metin	PROPN
edu-401	242	2	,	,	PUNCT
edu-401	242	3	m.	m.	NOUN
edu-401	242	4	,	,	PUNCT
edu-401	242	5	2014	2014	NUM
edu-401	242	6	.	.	PUNCT
edu-401	243	1	quantitative	quantitative	ADJ
edu-401	243	2	data	datum	NOUN
edu-401	243	3	collection	collection	NOUN
edu-401	243	4	tools	tool	NOUN
edu-401	243	5	.	.	PUNCT
edu-401	244	1	m.	m.	NOUN
edu-401	244	2	metin	metin	PROPN
edu-401	244	3	(	(	PUNCT
edu-401	244	4	edt	edt	PROPN
edu-401	244	5	.	.	PUNCT
edu-401	244	6	)	)	PUNCT
edu-401	244	7	from	from	ADP
edu-401	244	8	theory	theory	NOUN
edu-401	244	9	to	to	ADP
edu-401	244	10	practice	practice	VERB
edu-401	244	11	in	in	ADP
edu-401	244	12	scientific	scientific	ADJ
edu-401	244	13	research	research	NOUN
edu-401	244	14	methods	method	NOUN
edu-401	244	15	in	in	ADP
edu-401	244	16	education	education	NOUN
edu-401	244	17	.	.	PUNCT
edu-401	245	1	ankara	ankara	PROPN
edu-401	245	2	:	:	PUNCT
edu-401	245	3	pegem	pegem	PROPN
edu-401	245	4	academy	academy	PROPN
edu-401	245	5	.	.	PUNCT
edu-401	246	1	ott	ott	PROPN
edu-401	246	2	,	,	PUNCT
edu-401	246	3	m.	m.	NOUN
edu-401	246	4	and	and	CCONJ
edu-401	246	5	f.	f.	PROPN
edu-401	246	6	pozzi	pozzi	PROPN
edu-401	246	7	,	,	PUNCT
edu-401	246	8	2012	2012	NUM
edu-401	246	9	.	.	PUNCT
edu-401	247	1	digital	digital	ADJ
edu-401	247	2	games	game	NOUN
edu-401	247	3	as	as	ADP
edu-401	247	4	creativity	creativity	NOUN
edu-401	247	5	enablers	enabler	NOUN
edu-401	247	6	for	for	ADP
edu-401	247	7	children	child	NOUN
edu-401	247	8	.	.	PUNCT
edu-401	248	1	behaviour	behaviour	NOUN
edu-401	248	2	&	&	CCONJ
edu-401	248	3	information	information	PROPN
edu-401	248	4	technology	technology	PROPN
edu-401	248	5	,	,	PUNCT
edu-401	248	6	31(10	31(10	NUM
edu-401	248	7	):	):	PUNCT
edu-401	248	8	10111019.available	10111019.available	ADJ
edu-401	248	9	at	at	ADP
edu-401	248	10	:	:	PUNCT
edu-401	248	11	https://doi.org/10.1080/0144929x.2010.526148	https://doi.org/10.1080/0144929x.2010.526148	NOUN
edu-401	248	12	.	.	NOUN
edu-401	248	13	salkind	salkind	PROPN
edu-401	248	14	,	,	PUNCT
edu-401	248	15	n.j	n.j	PROPN
edu-401	248	16	.	.	PROPN
edu-401	248	17	,	,	PUNCT
edu-401	248	18	2015	2015	NUM
edu-401	248	19	.	.	PUNCT
edu-401	249	1	statistics	statistic	NOUN
edu-401	249	2	for	for	ADP
edu-401	249	3	those	those	PRON
edu-401	249	4	who	who	PRON
edu-401	249	5	hate	hate	VERB
edu-401	249	6	statistics	statistic	NOUN
edu-401	249	7	.	.	PUNCT
edu-401	250	1	a.	a.	NOUN
edu-401	250	2	çuhadaroğlu	çuhadaroğlu	PROPN
edu-401	250	3	(	(	PUNCT
edu-401	250	4	trans	trans	PROPN
edu-401	250	5	.	.	PROPN
edu-401	250	6	edt	edt	PROPN
edu-401	250	7	.	.	PUNCT
edu-401	250	8	)	)	PUNCT
edu-401	250	9	.	.	PUNCT
edu-401	251	1	ankara	ankara	PROPN
edu-401	251	2	:	:	PUNCT
edu-401	251	3	anı	anı	PROPN
edu-401	251	4	publishing	publishing	NOUN
edu-401	251	5	.	.	PUNCT
edu-401	252	1	sulak	sulak	PROPN
edu-401	252	2	,	,	PUNCT
edu-401	252	3	s.	s.	PROPN
edu-401	252	4	,	,	PUNCT
edu-401	252	5	2005	2005	NUM
edu-401	252	6	.	.	PUNCT
edu-401	253	1	the	the	DET
edu-401	253	2	effect	effect	NOUN
edu-401	253	3	of	of	ADP
edu-401	253	4	problem	problem	NOUN
edu-401	253	5	solving	solve	VERB
edu-401	253	6	strategies	strategy	NOUN
edu-401	253	7	on	on	ADP
edu-401	253	8	problem	problem	NOUN
edu-401	253	9	solving	solve	VERB
edu-401	253	10	success	success	NOUN
edu-401	253	11	in	in	ADP
edu-401	253	12	primary	primary	ADJ
edu-401	253	13	mathematics	mathematic	NOUN
edu-401	253	14	lesson	lesson	NOUN
edu-401	253	15	.	.	PUNCT
edu-401	254	1	selcuk	selcuk	PROPN
edu-401	254	2	university	university	PROPN
edu-401	254	3	,	,	PUNCT
edu-401	254	4	institute	institute	NOUN
edu-401	254	5	of	of	ADP
edu-401	254	6	social	social	ADJ
edu-401	254	7	sciences	sciences	PROPN
edu-401	254	8	,	,	PUNCT
edu-401	254	9	department	department	NOUN
edu-401	254	10	of	of	ADP
edu-401	254	11	primary	primary	ADJ
edu-401	254	12	education	education	NOUN
edu-401	254	13	,	,	PUNCT
edu-401	254	14	master	master	NOUN
edu-401	254	15	thesis	thesis	NOUN
edu-401	254	16	,	,	PUNCT
edu-401	254	17	konya	konya	PROPN
edu-401	254	18	.	.	PUNCT
edu-401	255	1	tertemiz	tertemiz	PROPN
edu-401	255	2	,	,	PUNCT
edu-401	255	3	n.	n.	NOUN
edu-401	255	4	and	and	CCONJ
edu-401	255	5	m.	m.	PROPN
edu-401	255	6	cakmak	cakmak	PROPN
edu-401	255	7	,	,	PUNCT
edu-401	255	8	2001	2001	NUM
edu-401	255	9	.	.	PUNCT
edu-401	256	1	teachers	teacher	NOUN
edu-401	256	2	'	'	PART
edu-401	256	3	views	view	NOUN
edu-401	256	4	on	on	ADP
edu-401	256	5	the	the	DET
edu-401	256	6	problem	problem	NOUN
edu-401	256	7	solving	solve	VERB
edu-401	256	8	method	method	NOUN
edu-401	256	9	in	in	ADP
edu-401	256	10	elementary	elementary	ADJ
edu-401	256	11	mathematics	mathematics	PROPN
edu-401	256	12	i.	i.	PROPN
edu-401	256	13	research	research	PROPN
edu-401	256	14	presentation	presentation	NOUN
edu-401	256	15	,	,	PUNCT
edu-401	256	16	x.	x.	PROPN
edu-401	256	17	national	national	PROPN
edu-401	256	18	congress	congress	PROPN
edu-401	256	19	of	of	ADP
edu-401	256	20	educational	educational	ADJ
edu-401	256	21	sciences	sciences	PROPN
edu-401	256	22	abant	abant	PROPN
edu-401	256	23	i̇zzet	i̇zzet	ADP
edu-401	256	24	baysal	baysal	PROPN
edu-401	256	25	university	university	PROPN
edu-401	256	26	,	,	PUNCT
edu-401	256	27	faculty	faculty	NOUN
edu-401	256	28	of	of	ADP
edu-401	256	29	education	education	NOUN
edu-401	256	30	.	.	PUNCT
edu-401	257	1	june	june	PROPN
edu-401	257	2	7	7	NUM
edu-401	257	3	-	-	SYM
edu-401	257	4	8	8	NUM
edu-401	257	5	.	.	PUNCT
edu-401	258	1	bolu	bolu	PROPN
edu-401	258	2	.	.	PUNCT
edu-401	259	1	tertemiz	tertemiz	PROPN
edu-401	259	2	,	,	PUNCT
edu-401	259	3	n.	n.	NOUN
edu-401	259	4	and	and	CCONJ
edu-401	259	5	m.	m.	PROPN
edu-401	259	6	cakmak	cakmak	PROPN
edu-401	259	7	,	,	PUNCT
edu-401	259	8	2003	2003	NUM
edu-401	259	9	.	.	PUNCT
edu-401	260	1	problem	problem	NOUN
edu-401	260	2	solving	solving	NOUN
edu-401	260	3	,	,	PUNCT
edu-401	260	4	elementary	elementary	ADJ
edu-401	260	5	1st	1st	ADJ
edu-401	260	6	level	level	NOUN
edu-401	260	7	math	math	NOUN
edu-401	260	8	lesson	lesson	NOUN
edu-401	260	9	examples	example	NOUN
edu-401	260	10	.	.	PUNCT
edu-401	261	1	ankara	ankara	PROPN
edu-401	261	2	:	:	PUNCT
edu-401	261	3	gunduz	gunduz	VERB
edu-401	261	4	education	education	NOUN
edu-401	261	5	and	and	CCONJ
edu-401	261	6	publishing	publishing	NOUN
edu-401	261	7	.	.	PUNCT
edu-401	262	1	tezbasaran	tezbasaran	PROPN
edu-401	262	2	,	,	PUNCT
edu-401	262	3	a.a	a.a	PROPN
edu-401	262	4	.	.	PROPN
edu-401	262	5	,	,	PUNCT
edu-401	262	6	2008	2008	NUM
edu-401	262	7	.	.	PUNCT
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edu-401	263	5	guide	guide	NOUN
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edu-401	263	9	)	)	PUNCT
edu-401	263	10	.	.	PUNCT
edu-401	264	1	mersin	mersin	PROPN
edu-401	264	2	.	.	PROPN
edu-401	264	3	available	available	ADJ
edu-401	264	4	from	from	ADP
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edu-401	265	2	accessed	access	VERB
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edu-401	265	5	,	,	PUNCT
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edu-401	265	7	]	]	PUNCT
edu-401	265	8	.	.	PUNCT
edu-401	266	1	asian	asian	ADJ
edu-401	266	2	online	online	PROPN
edu-401	266	3	journal	journal	PROPN
edu-401	266	4	publishing	publishing	NOUN
edu-401	266	5	group	group	NOUN
edu-401	266	6	is	be	AUX
edu-401	266	7	not	not	PART
edu-401	266	8	responsible	responsible	ADJ
edu-401	266	9	or	or	CCONJ
edu-401	266	10	answerable	answerable	ADJ
edu-401	266	11	for	for	ADP
edu-401	266	12	any	any	DET
edu-401	266	13	loss	loss	NOUN
edu-401	266	14	,	,	PUNCT
edu-401	266	15	damage	damage	NOUN
edu-401	266	16	or	or	CCONJ
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edu-401	266	18	,	,	PUNCT
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edu-401	266	20	.	.	X
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edu-401	266	22	in	in	ADP
edu-401	266	23	relation	relation	NOUN
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edu-401	266	25	/	/	PUNCT
edu-401	266	26	arising	arise	VERB
edu-401	266	27	out	out	ADP
edu-401	266	28	of	of	ADP
edu-401	266	29	the	the	DET
edu-401	266	30	use	use	NOUN
edu-401	266	31	of	of	ADP
edu-401	266	32	the	the	DET
edu-401	266	33	content	content	NOUN
edu-401	266	34	.	.	PUNCT
edu-401	267	1	any	any	DET
edu-401	267	2	queries	query	NOUN
edu-401	267	3	should	should	AUX
edu-401	267	4	be	be	AUX
edu-401	267	5	directed	direct	VERB
edu-401	267	6	to	to	ADP
edu-401	267	7	the	the	DET
edu-401	267	8	corresponding	corresponding	ADJ
edu-401	267	9	author	author	NOUN
edu-401	267	10	of	of	ADP
edu-401	267	11	the	the	DET
edu-401	267	12	article	article	NOUN
edu-401	267	13	.	.	PUNCT
edu-401	268	1	http://teyd.org.tr/pdf/zekaoyunlari.pdf	http://teyd.org.tr/pdf/zekaoyunlari.pdf	PROPN
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