id	sid	tid	token	lemma	pos
stem-5023	1	1	57	57	NUM
stem-5023	1	2	american	american	ADJ
stem-5023	1	3	journal	journal	NOUN
stem-5023	1	4	of	of	ADP
stem-5023	1	5	language	language	NOUN
stem-5023	1	6	,	,	PUNCT
stem-5023	1	7	literacy	literacy	NOUN
stem-5023	1	8	and	and	CCONJ
stem-5023	1	9	learning	learn	VERB
stem-5023	1	10	in	in	ADP
stem-5023	1	11	stem	stem	NOUN
stem-5023	1	12	education	education	NOUN
stem-5023	1	13	www	www	PROPN
stem-5023	1	14	.	.	PROPN
stem-5023	2	1	grnjournal.us	grnjournal.us	PROPN
stem-5023	2	2	american	american	PROPN
stem-5023	2	3	journal	journal	PROPN
stem-5023	2	4	of	of	ADP
stem-5023	2	5	language	language	NOUN
stem-5023	2	6	,	,	PUNCT
stem-5023	2	7	literacy	literacy	NOUN
stem-5023	2	8	and	and	CCONJ
stem-5023	2	9	learning	learn	VERB
stem-5023	2	10	in	in	ADP
stem-5023	2	11	stem	stem	NOUN
stem-5023	2	12	education	education	NOUN
stem-5023	2	13	volume	volume	NOUN
stem-5023	2	14	02	02	NUM
stem-5023	2	15	,	,	PUNCT
stem-5023	2	16	issue	issue	NOUN
stem-5023	2	17	06	06	NUM
stem-5023	2	18	,	,	PUNCT
stem-5023	2	19	2024	2024	NUM
stem-5023	2	20	issn	issn	X
stem-5023	2	21	(	(	PUNCT
stem-5023	2	22	e	e	NOUN
stem-5023	2	23	):	):	PUNCT
stem-5023	2	24	2993	2993	NUM
stem-5023	2	25	-	-	SYM
stem-5023	2	26	2769	2769	NUM
stem-5023	2	27	using	use	VERB
stem-5023	2	28	a	a	DET
stem-5023	2	29	portfolio	portfolio	NOUN
stem-5023	2	30	as	as	ADP
stem-5023	2	31	an	an	DET
stem-5023	2	32	example	example	NOUN
stem-5023	2	33	of	of	ADP
stem-5023	2	34	an	an	DET
stem-5023	2	35	alternative	alternative	ADJ
stem-5023	2	36	assessment	assessment	NOUN
stem-5023	2	37	muhammadiyeva	muhammadiyeva	PROPN
stem-5023	2	38	h.s	h.s	PROPN
stem-5023	2	39	.	.	PROPN
stem-5023	2	40	senior	senior	ADJ
stem-5023	2	41	efl	efl	PROPN
stem-5023	2	42	teacher	teacher	NOUN
stem-5023	2	43	of	of	ADP
stem-5023	2	44	namsu	namsu	PROPN
stem-5023	2	45	soliboyeva	soliboyeva	PROPN
stem-5023	2	46	g.	g.	PROPN
stem-5023	2	47	student	student	PROPN
stem-5023	2	48	of	of	ADP
stem-5023	2	49	namangan	namangan	PROPN
stem-5023	2	50	state	state	PROPN
stem-5023	2	51	university	university	PROPN
stem-5023	2	52	abstract	abstract	NOUN
stem-5023	2	53	.	.	PUNCT
stem-5023	3	1	assessment	assessment	NOUN
stem-5023	3	2	is	be	AUX
stem-5023	3	3	collecting	collect	VERB
stem-5023	3	4	and	and	CCONJ
stem-5023	3	5	evaluating	evaluate	VERB
stem-5023	3	6	information	information	NOUN
stem-5023	3	7	about	about	ADP
stem-5023	3	8	an	an	DET
stem-5023	3	9	individual	individual	NOUN
stem-5023	3	10	’s	’s	PART
stem-5023	3	11	skills	skill	NOUN
stem-5023	3	12	,	,	PUNCT
stem-5023	3	13	knowledge	knowledge	NOUN
stem-5023	3	14	,	,	PUNCT
stem-5023	3	15	or	or	CCONJ
stem-5023	3	16	performance	performance	NOUN
stem-5023	3	17	to	to	PART
stem-5023	3	18	make	make	VERB
stem-5023	3	19	decisions	decision	NOUN
stem-5023	3	20	.	.	PUNCT
stem-5023	4	1	it	it	PRON
stem-5023	4	2	serves	serve	VERB
stem-5023	4	3	to	to	PART
stem-5023	4	4	find	find	VERB
stem-5023	4	5	out	out	ADP
stem-5023	4	6	about	about	ADP
stem-5023	4	7	learning	learn	VERB
stem-5023	4	8	outcomes	outcome	NOUN
stem-5023	4	9	,	,	PUNCT
stem-5023	4	10	identify	identify	VERB
stem-5023	4	11	strengths	strength	NOUN
stem-5023	4	12	and	and	CCONJ
stem-5023	4	13	weaknesses	weakness	NOUN
stem-5023	4	14	,	,	PUNCT
stem-5023	4	15	and	and	CCONJ
stem-5023	4	16	guide	guide	VERB
stem-5023	4	17	instruction	instruction	NOUN
stem-5023	4	18	.	.	PUNCT
stem-5023	5	1	it	it	PRON
stem-5023	5	2	is	be	AUX
stem-5023	5	3	not	not	PART
stem-5023	5	4	unknown	unknown	ADJ
stem-5023	5	5	that	that	DET
stem-5023	5	6	assessment	assessment	NOUN
stem-5023	5	7	plays	play	VERB
stem-5023	5	8	a	a	DET
stem-5023	5	9	crucial	crucial	ADJ
stem-5023	5	10	role	role	NOUN
stem-5023	5	11	in	in	ADP
stem-5023	5	12	education	education	NOUN
stem-5023	5	13	,	,	PUNCT
stem-5023	5	14	as	as	SCONJ
stem-5023	5	15	it	it	PRON
stem-5023	5	16	offers	offer	VERB
stem-5023	5	17	precious	precious	ADJ
stem-5023	5	18	data	datum	NOUN
stem-5023	5	19	about	about	ADP
stem-5023	5	20	both	both	CCONJ
stem-5023	5	21	individual	individual	ADJ
stem-5023	5	22	and	and	CCONJ
stem-5023	5	23	collective	collective	ADJ
stem-5023	5	24	performance	performance	NOUN
stem-5023	5	25	,	,	PUNCT
stem-5023	5	26	leading	lead	VERB
stem-5023	5	27	to	to	ADP
stem-5023	5	28	improvements	improvement	NOUN
stem-5023	5	29	.	.	PUNCT
stem-5023	6	1	it	it	PRON
stem-5023	6	2	also	also	ADV
stem-5023	6	3	helps	help	VERB
stem-5023	6	4	teachers	teacher	NOUN
stem-5023	6	5	customize	customize	VERB
stem-5023	6	6	instructions	instruction	NOUN
stem-5023	6	7	that	that	PRON
stem-5023	6	8	meet	meet	VERB
stem-5023	6	9	the	the	DET
stem-5023	6	10	unique	unique	ADJ
stem-5023	6	11	needs	need	NOUN
stem-5023	6	12	of	of	ADP
stem-5023	6	13	their	their	PRON
stem-5023	6	14	students	student	NOUN
stem-5023	6	15	.	.	PUNCT
stem-5023	7	1	furthermore	furthermore	ADV
stem-5023	7	2	,	,	PUNCT
stem-5023	7	3	it	it	PRON
stem-5023	7	4	aids	aid	VERB
stem-5023	7	5	in	in	ADP
stem-5023	7	6	program	program	NOUN
stem-5023	7	7	evaluation	evaluation	NOUN
stem-5023	7	8	and	and	CCONJ
stem-5023	7	9	resource	resource	NOUN
stem-5023	7	10	allocation	allocation	NOUN
stem-5023	7	11	.	.	PUNCT
stem-5023	8	1	as	as	SCONJ
stem-5023	8	2	assessment	assessment	NOUN
stem-5023	8	3	regards	regard	VERB
stem-5023	8	4	every	every	DET
stem-5023	8	5	stage	stage	NOUN
stem-5023	8	6	of	of	ADP
stem-5023	8	7	education	education	NOUN
stem-5023	8	8	,	,	PUNCT
stem-5023	8	9	young	young	ADJ
stem-5023	8	10	learners	learner	NOUN
stem-5023	8	11	should	should	AUX
stem-5023	8	12	also	also	ADV
stem-5023	8	13	be	be	AUX
stem-5023	8	14	assessed	assess	VERB
stem-5023	8	15	,	,	PUNCT
stem-5023	8	16	so	so	SCONJ
stem-5023	8	17	that	that	SCONJ
stem-5023	8	18	teaching	teach	VERB
stem-5023	8	19	them	they	PRON
stem-5023	8	20	becomes	become	VERB
stem-5023	8	21	more	more	ADV
stem-5023	8	22	fruitful	fruitful	ADJ
stem-5023	8	23	for	for	ADP
stem-5023	8	24	everyone	everyone	PRON
stem-5023	8	25	.	.	PUNCT
stem-5023	9	1	as	as	SCONJ
stem-5023	9	2	young	young	ADJ
stem-5023	9	3	learners	learner	NOUN
stem-5023	9	4	demand	demand	VERB
stem-5023	9	5	special	special	ADJ
stem-5023	9	6	treatment	treatment	NOUN
stem-5023	9	7	,	,	PUNCT
stem-5023	9	8	this	this	DET
stem-5023	9	9	article	article	NOUN
stem-5023	9	10	aims	aim	VERB
stem-5023	9	11	to	to	PART
stem-5023	9	12	discuss	discuss	VERB
stem-5023	9	13	the	the	DET
stem-5023	9	14	ways	way	NOUN
stem-5023	9	15	of	of	ADP
stem-5023	9	16	evaluating	evaluate	VERB
stem-5023	9	17	them	they	PRON
stem-5023	9	18	properly	properly	ADV
stem-5023	9	19	.	.	PUNCT
stem-5023	10	1	key	key	ADJ
stem-5023	10	2	words	word	NOUN
stem-5023	10	3	:	:	PUNCT
stem-5023	10	4	assessment	assessment	NOUN
stem-5023	10	5	criteria	criterion	NOUN
stem-5023	10	6	,	,	PUNCT
stem-5023	10	7	alternative	alternative	ADJ
stem-5023	10	8	ways	way	NOUN
stem-5023	10	9	,	,	PUNCT
stem-5023	10	10	portfolio	portfolio	NOUN
stem-5023	10	11	,	,	PUNCT
stem-5023	10	12	young	young	ADJ
stem-5023	10	13	learners	learner	NOUN
stem-5023	10	14	.	.	PUNCT
stem-5023	11	1	introduction	introduction	NOUN
stem-5023	11	2	a	a	DET
stem-5023	11	3	good	good	ADJ
stem-5023	11	4	classroom	classroom	NOUN
stem-5023	11	5	assessment	assessment	NOUN
stem-5023	11	6	plan	plan	NOUN
stem-5023	11	7	gathers	gather	VERB
stem-5023	11	8	students	student	NOUN
stem-5023	11	9	’	'	PUNCT
stem-5023	11	10	learning	learn	VERB
stem-5023	11	11	evidence	evidence	NOUN
stem-5023	11	12	that	that	PRON
stem-5023	11	13	informs	inform	VERB
stem-5023	11	14	the	the	DET
stem-5023	11	15	instructional	instructional	ADJ
stem-5023	11	16	decisions	decision	NOUN
stem-5023	11	17	of	of	ADP
stem-5023	11	18	teachers	teacher	NOUN
stem-5023	11	19	.	.	PUNCT
stem-5023	12	1	it	it	PRON
stem-5023	12	2	provides	provide	VERB
stem-5023	12	3	teachers	teacher	NOUN
stem-5023	12	4	with	with	ADP
stem-5023	12	5	information	information	NOUN
stem-5023	12	6	about	about	ADP
stem-5023	12	7	what	what	PRON
stem-5023	12	8	students	student	NOUN
stem-5023	12	9	know	know	VERB
stem-5023	12	10	and	and	CCONJ
stem-5023	12	11	can	can	AUX
stem-5023	12	12	do	do	VERB
stem-5023	12	13	.	.	PUNCT
stem-5023	13	1	to	to	PART
stem-5023	13	2	plan	plan	VERB
stem-5023	13	3	effective	effective	ADJ
stem-5023	13	4	instruction	instruction	NOUN
stem-5023	13	5	,	,	PUNCT
stem-5023	13	6	teachers	teacher	NOUN
stem-5023	13	7	also	also	ADV
stem-5023	13	8	need	need	VERB
stem-5023	13	9	to	to	PART
stem-5023	13	10	know	know	VERB
stem-5023	13	11	what	what	PRON
stem-5023	13	12	the	the	DET
stem-5023	13	13	student	student	NOUN
stem-5023	13	14	misunderstands	misunderstand	VERB
stem-5023	13	15	and	and	CCONJ
stem-5023	13	16	where	where	SCONJ
stem-5023	13	17	the	the	DET
stem-5023	13	18	misconceptions	misconception	NOUN
stem-5023	13	19	lie	lie	VERB
stem-5023	13	20	.	.	PUNCT
stem-5023	14	1	monitoring	monitor	VERB
stem-5023	14	2	how	how	SCONJ
stem-5023	14	3	well	well	ADV
stem-5023	14	4	young	young	ADJ
stem-5023	14	5	learners	learner	NOUN
stem-5023	14	6	are	be	AUX
stem-5023	14	7	progressing	progress	VERB
stem-5023	14	8	and	and	CCONJ
stem-5023	14	9	giving	give	VERB
stem-5023	14	10	them	they	PRON
stem-5023	14	11	constructive	constructive	ADJ
stem-5023	14	12	feedback	feedback	NOUN
stem-5023	14	13	on	on	ADP
stem-5023	14	14	their	their	PRON
stem-5023	14	15	learning	learning	NOUN
stem-5023	14	16	and	and	CCONJ
stem-5023	14	17	progress	progress	NOUN
stem-5023	14	18	helps	help	VERB
stem-5023	14	19	to	to	PART
stem-5023	14	20	motivate	motivate	VERB
stem-5023	14	21	them	they	PRON
stem-5023	14	22	.	.	PUNCT
stem-5023	15	1	and	and	CCONJ
stem-5023	15	2	it	it	PRON
stem-5023	15	3	makes	make	VERB
stem-5023	15	4	you	you	PRON
stem-5023	15	5	feel	feel	VERB
stem-5023	15	6	confident	confident	ADJ
stem-5023	15	7	about	about	ADP
stem-5023	15	8	what	what	PRON
stem-5023	15	9	you	you	PRON
stem-5023	15	10	are	be	AUX
stem-5023	15	11	teaching	teach	VERB
stem-5023	15	12	.	.	PUNCT
stem-5023	16	1	but	but	CCONJ
stem-5023	16	2	we	we	PRON
stem-5023	16	3	do	do	AUX
stem-5023	16	4	n’t	not	PART
stem-5023	16	5	have	have	VERB
stem-5023	16	6	to	to	PART
stem-5023	16	7	stick	stick	VERB
stem-5023	16	8	to	to	ADP
stem-5023	16	9	formal	formal	ADJ
stem-5023	16	10	tests	test	NOUN
stem-5023	16	11	–	–	PUNCT
stem-5023	16	12	there	there	PRON
stem-5023	16	13	are	be	VERB
stem-5023	16	14	many	many	ADJ
stem-5023	16	15	ways	way	NOUN
stem-5023	16	16	to	to	PART
stem-5023	16	17	assess	assess	VERB
stem-5023	16	18	how	how	SCONJ
stem-5023	16	19	well	well	ADV
stem-5023	16	20	learners	learner	NOUN
stem-5023	16	21	are	be	AUX
stem-5023	16	22	progressing	progress	VERB
stem-5023	16	23	that	that	PRON
stem-5023	16	24	support	support	VERB
stem-5023	16	25	the	the	DET
stem-5023	16	26	work	work	NOUN
stem-5023	16	27	you	you	PRON
stem-5023	16	28	do	do	VERB
stem-5023	16	29	in	in	ADP
stem-5023	16	30	the	the	DET
stem-5023	16	31	classroom	classroom	NOUN
stem-5023	16	32	.	.	PUNCT
stem-5023	17	1	traditionally	traditionally	ADV
stem-5023	17	2	,	,	PUNCT
stem-5023	17	3	assessment	assessment	NOUN
stem-5023	17	4	is	be	AUX
stem-5023	17	5	imagined	imagine	VERB
stem-5023	17	6	to	to	PART
stem-5023	17	7	be	be	AUX
stem-5023	17	8	the	the	DET
stem-5023	17	9	form	form	NOUN
stem-5023	17	10	of	of	ADP
stem-5023	17	11	tests	test	NOUN
stem-5023	17	12	or	or	CCONJ
stem-5023	17	13	quizzes	quiz	NOUN
stem-5023	17	14	with	with	ADP
stem-5023	17	15	multiple	multiple	ADJ
stem-5023	17	16	-	-	PUNCT
stem-5023	17	17	choice	choice	NOUN
stem-5023	17	18	items	item	NOUN
stem-5023	17	19	,	,	PUNCT
stem-5023	17	20	matching	matching	NOUN
stem-5023	17	21	,	,	PUNCT
stem-5023	17	22	filling	fill	VERB
stem-5023	17	23	-	-	PUNCT
stem-5023	17	24	in	in	ADP
stem-5023	17	25	-	-	PUNCT
stem-5023	17	26	the	the	DET
stem-5023	17	27	-	-	PUNCT
stem-5023	17	28	blank	blank	NOUN
stem-5023	17	29	,	,	PUNCT
stem-5023	17	30	and	and	CCONJ
stem-5023	17	31	true	true	ADJ
stem-5023	17	32	-	-	PUNCT
stem-5023	17	33	false	false	ADJ
stem-5023	17	34	questions	question	NOUN
stem-5023	17	35	,	,	PUNCT
stem-5023	17	36	sometimes	sometimes	ADV
stem-5023	17	37	in	in	ADP
stem-5023	17	38	standardized	standardized	ADJ
stem-5023	17	39	tests	test	NOUN
stem-5023	17	40	that	that	PRON
stem-5023	17	41	evaluate	evaluate	VERB
stem-5023	17	42	whether	whether	SCONJ
stem-5023	17	43	students	student	NOUN
stem-5023	17	44	have	have	AUX
stem-5023	17	45	met	meet	VERB
stem-5023	17	46	specific	specific	ADJ
stem-5023	17	47	objectives	objective	NOUN
stem-5023	17	48	and	and	CCONJ
stem-5023	17	49	outcomes	outcome	NOUN
stem-5023	17	50	,	,	PUNCT
stem-5023	17	51	and	and	CCONJ
stem-5023	17	52	other	other	ADJ
stem-5023	17	53	times	time	NOUN
stem-5023	17	54	created	create	VERB
stem-5023	17	55	by	by	ADP
stem-5023	17	56	the	the	DET
stem-5023	17	57	teacher	teacher	NOUN
stem-5023	17	58	.	.	PUNCT
stem-5023	18	1	(	(	PUNCT
stem-5023	18	2	assessing	assess	VERB
stem-5023	18	3	young	young	ADJ
stem-5023	18	4	language	language	NOUN
stem-5023	18	5	learners	learner	NOUN
stem-5023	18	6	”	"	PUNCT
stem-5023	18	7	,	,	PUNCT
stem-5023	18	8	penny	penny	PROPN
stem-5023	18	9	mckay	mckay	PROPN
stem-5023	18	10	,	,	PUNCT
stem-5023	18	11	cambridge	cambridge	PROPN
stem-5023	18	12	university	university	PROPN
stem-5023	18	13	press	press	PROPN
stem-5023	18	14	)	)	PUNCT
stem-5023	18	15	in	in	ADP
stem-5023	18	16	addition	addition	NOUN
stem-5023	18	17	to	to	ADP
stem-5023	18	18	these	these	DET
stem-5023	18	19	traditional	traditional	ADJ
stem-5023	18	20	forms	form	NOUN
stem-5023	18	21	of	of	ADP
stem-5023	18	22	assessment	assessment	NOUN
stem-5023	18	23	,	,	PUNCT
stem-5023	18	24	several	several	ADJ
stem-5023	18	25	“	"	PUNCT
stem-5023	18	26	alternative	alternative	NOUN
stem-5023	18	27	”	"	PUNCT
stem-5023	18	28	or	or	CCONJ
stem-5023	18	29	performance	performance	NOUN
stem-5023	18	30	assessments	assessment	NOUN
stem-5023	18	31	require	require	VERB
stem-5023	18	32	the	the	DET
stem-5023	18	33	learner	learner	NOUN
stem-5023	18	34	to	to	PART
stem-5023	18	35	apply	apply	VERB
stem-5023	18	36	the	the	DET
stem-5023	18	37	knowledge	knowledge	NOUN
stem-5023	18	38	,	,	PUNCT
stem-5023	18	39	skills	skill	NOUN
stem-5023	18	40	,	,	PUNCT
stem-5023	18	41	and	and	CCONJ
stem-5023	18	42	strategies	strategy	NOUN
stem-5023	18	43	used	use	VERB
stem-5023	18	44	in	in	ADP
stem-5023	18	45	learning	learn	VERB
stem-5023	18	46	.	.	PUNCT
stem-5023	19	1	pierce	pierce	PROPN
stem-5023	19	2	and	and	CCONJ
stem-5023	19	3	o’malley	o’malley	PROPN
stem-5023	19	4	(	(	PUNCT
stem-5023	19	5	1992	1992	NUM
stem-5023	19	6	)	)	PUNCT
stem-5023	19	7	define	define	VERB
stem-5023	19	8	alternative	alternative	ADJ
stem-5023	19	9	assessment	assessment	NOUN
stem-5023	19	10	as	as	ADP
stem-5023	19	11	“	"	PUNCT
stem-5023	19	12	any	any	DET
stem-5023	19	13	method	method	NOUN
stem-5023	19	14	of	of	ADP
stem-5023	19	15	finding	find	VERB
stem-5023	19	16	out	out	ADP
stem-5023	19	17	what	what	PRON
stem-5023	19	18	a	a	DET
stem-5023	19	19	student	student	NOUN
stem-5023	19	20	knows	know	VERB
stem-5023	19	21	or	or	CCONJ
stem-5023	19	22	can	can	AUX
stem-5023	19	23	do	do	VERB
stem-5023	19	24	that	that	PRON
stem-5023	19	25	is	be	AUX
stem-5023	19	26	intended	intend	VERB
stem-5023	19	27	to	to	PART
stem-5023	19	28	show	show	VERB
stem-5023	19	29	growth	growth	NOUN
stem-5023	19	30	and	and	CCONJ
stem-5023	19	31	inform	inform	VERB
stem-5023	19	32	instruction	instruction	NOUN
stem-5023	19	33	and	and	CCONJ
stem-5023	19	34	is	be	AUX
stem-5023	19	35	not	not	PART
stem-5023	19	36	a	a	DET
stem-5023	19	37	standardized	standardized	ADJ
stem-5023	19	38	or	or	CCONJ
stem-5023	19	39	traditional	traditional	ADJ
stem-5023	19	40	test”.1	test”.1	PUNCT
stem-5023	19	41	traditionally	traditionally	ADV
stem-5023	19	42	,	,	PUNCT
stem-5023	19	43	assessment	assessment	NOUN
stem-5023	19	44	has	have	AUX
stem-5023	19	45	taken	take	VERB
stem-5023	19	46	the	the	DET
stem-5023	19	47	form	form	NOUN
stem-5023	19	48	of	of	ADP
stem-5023	19	49	tests	test	NOUN
stem-5023	19	50	or	or	CCONJ
stem-5023	19	51	quizzes	quiz	NOUN
stem-5023	19	52	with	with	ADP
stem-5023	19	53	multiple	multiple	ADJ
stem-5023	19	54	-	-	PUNCT
stem-5023	19	55	choice	choice	NOUN
stem-5023	19	56	items	item	NOUN
stem-5023	19	57	,	,	PUNCT
stem-5023	19	58	matching	matching	NOUN
stem-5023	19	59	,	,	PUNCT
stem-5023	19	60	filling	fill	VERB
stem-5023	19	61	-	-	PUNCT
stem-5023	19	62	in	in	ADP
stem-5023	19	63	-	-	PUNCT
stem-5023	19	64	the	the	DET
stem-5023	19	65	-	-	PUNCT
stem-5023	19	66	blank	blank	NOUN
stem-5023	19	67	,	,	PUNCT
stem-5023	19	68	and	and	CCONJ
stem-5023	19	69	true	true	ADJ
stem-5023	19	70	-	-	PUNCT
stem-5023	19	71	false	false	ADJ
stem-5023	19	72	questions	question	NOUN
stem-5023	19	73	,	,	PUNCT
stem-5023	19	74	sometimes	sometimes	ADV
stem-5023	19	75	in	in	ADP
stem-5023	19	76	standardized	standardized	ADJ
stem-5023	19	77	tests	test	NOUN
stem-5023	19	78	that	that	SCONJ
stem-5023	19	79	1	1	NUM
stem-5023	19	80	http://uk.ujs.sk/dl/3778/puskas.pdf	http://uk.ujs.sk/dl/3778/puskas.pdf	NUM
stem-5023	19	81	58	58	NUM
stem-5023	19	82	american	american	ADJ
stem-5023	19	83	journal	journal	NOUN
stem-5023	19	84	of	of	ADP
stem-5023	19	85	language	language	NOUN
stem-5023	19	86	,	,	PUNCT
stem-5023	19	87	literacy	literacy	NOUN
stem-5023	19	88	and	and	CCONJ
stem-5023	19	89	learning	learn	VERB
stem-5023	19	90	in	in	ADP
stem-5023	19	91	stem	stem	NOUN
stem-5023	19	92	education	education	NOUN
stem-5023	19	93	www	www	PROPN
stem-5023	19	94	.	.	PUNCT
stem-5023	20	1	grnjournal.us	grnjournal.us	X
stem-5023	20	2	measure	measure	VERB
stem-5023	20	3	whether	whether	SCONJ
stem-5023	20	4	students	student	NOUN
stem-5023	20	5	have	have	AUX
stem-5023	20	6	met	meet	VERB
stem-5023	20	7	specific	specific	ADJ
stem-5023	20	8	objectives	objective	NOUN
stem-5023	20	9	or	or	CCONJ
stem-5023	20	10	outcomes	outcome	NOUN
stem-5023	20	11	,	,	PUNCT
stem-5023	20	12	and	and	CCONJ
stem-5023	20	13	other	other	ADJ
stem-5023	20	14	times	time	NOUN
stem-5023	20	15	created	create	VERB
stem-5023	20	16	by	by	ADP
stem-5023	20	17	the	the	DET
stem-5023	20	18	teacher	teacher	NOUN
stem-5023	20	19	.	.	PUNCT
stem-5023	21	1	in	in	ADP
stem-5023	21	2	addition	addition	NOUN
stem-5023	21	3	to	to	ADP
stem-5023	21	4	these	these	DET
stem-5023	21	5	traditional	traditional	ADJ
stem-5023	21	6	forms	form	NOUN
stem-5023	21	7	of	of	ADP
stem-5023	21	8	assessment	assessment	NOUN
stem-5023	21	9	,	,	PUNCT
stem-5023	21	10	several	several	ADJ
stem-5023	21	11	“	"	PUNCT
stem-5023	21	12	alternative	alternative	NOUN
stem-5023	21	13	”	"	PUNCT
stem-5023	21	14	or	or	CCONJ
stem-5023	21	15	performance	performance	NOUN
stem-5023	21	16	assessments	assessment	NOUN
stem-5023	21	17	require	require	VERB
stem-5023	21	18	the	the	DET
stem-5023	21	19	learner	learner	NOUN
stem-5023	21	20	to	to	PART
stem-5023	21	21	apply	apply	VERB
stem-5023	21	22	the	the	DET
stem-5023	21	23	knowledge	knowledge	NOUN
stem-5023	21	24	,	,	PUNCT
stem-5023	21	25	skills	skill	NOUN
stem-5023	21	26	,	,	PUNCT
stem-5023	21	27	and	and	CCONJ
stem-5023	21	28	strategies	strategy	NOUN
stem-5023	21	29	used	use	VERB
stem-5023	21	30	in	in	ADP
stem-5023	21	31	learning	learn	VERB
stem-5023	21	32	.	.	PUNCT
stem-5023	22	1	alternative	alternative	NOUN
stem-5023	22	2	or	or	CCONJ
stem-5023	22	3	performance	performance	NOUN
stem-5023	22	4	–	–	PUNCT
stem-5023	22	5	based	base	VERB
stem-5023	22	6	assessment	assessment	NOUN
stem-5023	22	7	(	(	PUNCT
stem-5023	22	8	also	also	ADV
stem-5023	22	9	known	know	VERB
stem-5023	22	10	as	as	ADP
stem-5023	22	11	assessment	assessment	NOUN
stem-5023	22	12	for	for	ADP
stem-5023	22	13	learning	learn	VERB
stem-5023	22	14	)	)	PUNCT
stem-5023	22	15	uses	use	VERB
stem-5023	22	16	activities	activity	NOUN
stem-5023	22	17	that	that	PRON
stem-5023	22	18	reveal	reveal	VERB
stem-5023	22	19	what	what	PRON
stem-5023	22	20	students	student	NOUN
stem-5023	22	21	can	can	AUX
stem-5023	22	22	do	do	VERB
stem-5023	22	23	with	with	ADP
stem-5023	22	24	the	the	DET
stem-5023	22	25	language	language	NOUN
stem-5023	22	26	,	,	PUNCT
stem-5023	22	27	emphasizing	emphasize	VERB
stem-5023	22	28	their	their	PRON
stem-5023	22	29	strengths	strength	NOUN
stem-5023	22	30	rather	rather	ADV
stem-5023	22	31	than	than	ADP
stem-5023	22	32	weaknesses	weakness	NOUN
stem-5023	22	33	in	in	ADP
stem-5023	22	34	using	use	VERB
stem-5023	22	35	english	english	PROPN
stem-5023	22	36	for	for	ADP
stem-5023	22	37	meaningful	meaningful	ADJ
stem-5023	22	38	purposes	purpose	NOUN
stem-5023	22	39	.	.	PUNCT
stem-5023	23	1	these	these	DET
stem-5023	23	2	performance	performance	NOUN
stem-5023	23	3	assessments	assessment	NOUN
stem-5023	23	4	are	be	AUX
stem-5023	23	5	classroom	classroom	NOUN
stem-5023	23	6	-	-	PUNCT
stem-5023	23	7	based	base	VERB
stem-5023	23	8	,	,	PUNCT
stem-5023	23	9	involving	involve	VERB
stem-5023	23	10	tasks	task	NOUN
stem-5023	23	11	in	in	ADP
stem-5023	23	12	which	which	DET
stem-5023	23	13	language	language	NOUN
stem-5023	23	14	is	be	AUX
stem-5023	23	15	used	use	VERB
stem-5023	23	16	in	in	ADP
stem-5023	23	17	authentic	authentic	ADJ
stem-5023	23	18	ways	way	NOUN
stem-5023	23	19	or	or	CCONJ
stem-5023	23	20	through	through	ADP
stem-5023	23	21	simulations	simulation	NOUN
stem-5023	23	22	of	of	ADP
stem-5023	23	23	real	real	ADJ
stem-5023	23	24	-	-	PUNCT
stem-5023	23	25	life	life	NOUN
stem-5023	23	26	language	language	NOUN
stem-5023	23	27	use	use	NOUN
stem-5023	23	28	.	.	PUNCT
stem-5023	24	1	portfolios	portfolio	NOUN
stem-5023	24	2	can	can	AUX
stem-5023	24	3	be	be	AUX
stem-5023	24	4	structured	structure	VERB
stem-5023	24	5	based	base	VERB
stem-5023	24	6	on	on	ADP
stem-5023	24	7	developmental	developmental	ADJ
stem-5023	24	8	categories	category	NOUN
stem-5023	24	9	,	,	PUNCT
stem-5023	24	10	content	content	NOUN
stem-5023	24	11	areas	area	NOUN
stem-5023	24	12	,	,	PUNCT
stem-5023	24	13	or	or	CCONJ
stem-5023	24	14	specific	specific	ADJ
stem-5023	24	15	topics	topic	NOUN
stem-5023	24	16	and	and	CCONJ
stem-5023	24	17	themes	theme	NOUN
stem-5023	24	18	.	.	PUNCT
stem-5023	25	1	they	they	PRON
stem-5023	25	2	serve	serve	VERB
stem-5023	25	3	three	three	NUM
stem-5023	25	4	primary	primary	ADJ
stem-5023	25	5	purposes	purpose	NOUN
stem-5023	25	6	.	.	PUNCT
stem-5023	26	1	firstly	firstly	ADV
stem-5023	26	2	,	,	PUNCT
stem-5023	26	3	they	they	PRON
stem-5023	26	4	are	be	AUX
stem-5023	26	5	utilized	utilize	VERB
stem-5023	26	6	for	for	ADP
stem-5023	26	7	assessment	assessment	NOUN
stem-5023	26	8	and	and	CCONJ
stem-5023	26	9	evaluation	evaluation	NOUN
stem-5023	26	10	,	,	PUNCT
stem-5023	26	11	tracking	tracking	NOUN
stem-5023	26	12	progress	progress	NOUN
stem-5023	26	13	,	,	PUNCT
stem-5023	26	14	achievements	achievement	NOUN
stem-5023	26	15	,	,	PUNCT
stem-5023	26	16	developmental	developmental	ADJ
stem-5023	26	17	strengths	strength	NOUN
stem-5023	26	18	,	,	PUNCT
stem-5023	26	19	and	and	CCONJ
stem-5023	26	20	areas	area	NOUN
stem-5023	26	21	requiring	require	VERB
stem-5023	26	22	further	further	ADJ
stem-5023	26	23	attention	attention	NOUN
stem-5023	26	24	.	.	PUNCT
stem-5023	27	1	secondly	secondly	ADV
stem-5023	27	2	,	,	PUNCT
stem-5023	27	3	portfolios	portfolio	NOUN
stem-5023	27	4	facilitate	facilitate	VERB
stem-5023	27	5	self	self	NOUN
stem-5023	27	6	-	-	PUNCT
stem-5023	27	7	assessment	assessment	NOUN
stem-5023	27	8	and	and	CCONJ
stem-5023	27	9	reflection	reflection	NOUN
stem-5023	27	10	,	,	PUNCT
stem-5023	27	11	enabling	enable	VERB
stem-5023	27	12	students	student	NOUN
stem-5023	27	13	to	to	PART
stem-5023	27	14	monitor	monitor	VERB
stem-5023	27	15	their	their	PRON
stem-5023	27	16	advancement	advancement	NOUN
stem-5023	27	17	and	and	CCONJ
stem-5023	27	18	take	take	VERB
stem-5023	27	19	responsibility	responsibility	NOUN
stem-5023	27	20	for	for	ADP
stem-5023	27	21	their	their	PRON
stem-5023	27	22	learning	learn	VERB
stem-5023	27	23	journey	journey	NOUN
stem-5023	27	24	.	.	PUNCT
stem-5023	28	1	lastly	lastly	ADV
stem-5023	28	2	,	,	PUNCT
stem-5023	28	3	portfolios	portfolio	NOUN
stem-5023	28	4	serve	serve	VERB
stem-5023	28	5	as	as	ADP
stem-5023	28	6	a	a	DET
stem-5023	28	7	means	mean	NOUN
stem-5023	28	8	to	to	PART
stem-5023	28	9	communicate	communicate	VERB
stem-5023	28	10	progress	progress	NOUN
stem-5023	28	11	,	,	PUNCT
stem-5023	28	12	allowing	allow	VERB
stem-5023	28	13	parents	parent	NOUN
stem-5023	28	14	to	to	PART
stem-5023	28	15	witness	witness	VERB
stem-5023	28	16	their	their	PRON
stem-5023	28	17	child	child	NOUN
stem-5023	28	18	's	's	PART
stem-5023	28	19	development	development	NOUN
stem-5023	28	20	and	and	CCONJ
stem-5023	28	21	accomplishments	accomplishment	NOUN
stem-5023	28	22	.	.	PUNCT
stem-5023	29	1	the	the	DET
stem-5023	29	2	selection	selection	NOUN
stem-5023	29	3	of	of	ADP
stem-5023	29	4	portfolio	portfolio	NOUN
stem-5023	29	5	type	type	NOUN
stem-5023	29	6	hinges	hinge	NOUN
stem-5023	29	7	on	on	ADP
stem-5023	29	8	its	its	PRON
stem-5023	29	9	intended	intended	ADJ
stem-5023	29	10	purpose	purpose	NOUN
stem-5023	29	11	and	and	CCONJ
stem-5023	29	12	usage	usage	NOUN
stem-5023	29	13	.	.	PUNCT
stem-5023	30	1	a	a	DET
stem-5023	30	2	working	work	VERB
stem-5023	30	3	portfolio	portfolio	NOUN
stem-5023	30	4	is	be	AUX
stem-5023	30	5	employed	employ	VERB
stem-5023	30	6	to	to	PART
stem-5023	30	7	gather	gather	VERB
stem-5023	30	8	samples	sample	NOUN
stem-5023	30	9	of	of	ADP
stem-5023	30	10	student	student	NOUN
stem-5023	30	11	work	work	NOUN
stem-5023	30	12	for	for	ADP
stem-5023	30	13	future	future	ADJ
stem-5023	30	14	assessment	assessment	NOUN
stem-5023	30	15	.	.	PUNCT
stem-5023	31	1	samples	sample	NOUN
stem-5023	31	2	are	be	AUX
stem-5023	31	3	collected	collect	VERB
stem-5023	31	4	by	by	ADP
stem-5023	31	5	both	both	DET
stem-5023	31	6	students	student	NOUN
stem-5023	31	7	and	and	CCONJ
stem-5023	31	8	teachers	teacher	NOUN
stem-5023	31	9	without	without	ADP
stem-5023	31	10	final	final	ADJ
stem-5023	31	11	decisions	decision	NOUN
stem-5023	31	12	on	on	ADP
stem-5023	31	13	inclusion	inclusion	NOUN
stem-5023	31	14	.	.	PUNCT
stem-5023	32	1	these	these	DET
stem-5023	32	2	items	item	NOUN
stem-5023	32	3	may	may	AUX
stem-5023	32	4	later	later	ADV
stem-5023	32	5	contribute	contribute	VERB
stem-5023	32	6	to	to	ADP
stem-5023	32	7	other	other	ADJ
stem-5023	32	8	portfolio	portfolio	NOUN
stem-5023	32	9	types	type	NOUN
stem-5023	32	10	.	.	PUNCT
stem-5023	33	1	an	an	DET
stem-5023	33	2	evaluative	evaluative	ADJ
stem-5023	33	3	portfolio	portfolio	NOUN
stem-5023	33	4	involves	involve	VERB
stem-5023	33	5	the	the	DET
stem-5023	33	6	teacher	teacher	NOUN
stem-5023	33	7	utilizing	utilize	VERB
stem-5023	33	8	materials	material	NOUN
stem-5023	33	9	for	for	ADP
stem-5023	33	10	both	both	CCONJ
stem-5023	33	11	formative	formative	ADJ
stem-5023	33	12	and	and	CCONJ
stem-5023	33	13	summative	summative	ADJ
stem-5023	33	14	evaluations	evaluation	NOUN
stem-5023	33	15	of	of	ADP
stem-5023	33	16	progress	progress	NOUN
stem-5023	33	17	,	,	PUNCT
stem-5023	33	18	showcasing	showcase	VERB
stem-5023	33	19	mastery	mastery	NOUN
stem-5023	33	20	of	of	ADP
stem-5023	33	21	skills	skill	NOUN
stem-5023	33	22	in	in	ADP
stem-5023	33	23	a	a	DET
stem-5023	33	24	particular	particular	ADJ
stem-5023	33	25	area	area	NOUN
stem-5023	33	26	.	.	PUNCT
stem-5023	34	1	it	it	PRON
stem-5023	34	2	does	do	AUX
stem-5023	34	3	n't	not	PART
stem-5023	34	4	encompass	encompass	VERB
stem-5023	34	5	all	all	DET
stem-5023	34	6	work	work	NOUN
stem-5023	34	7	but	but	CCONJ
stem-5023	34	8	presents	present	VERB
stem-5023	34	9	a	a	DET
stem-5023	34	10	definitive	definitive	ADJ
stem-5023	34	11	collection	collection	NOUN
stem-5023	34	12	.	.	PUNCT
stem-5023	35	1	a	a	DET
stem-5023	35	2	showcase	showcase	NOUN
stem-5023	35	3	portfolio	portfolio	NOUN
stem-5023	35	4	highlights	highlight	VERB
stem-5023	35	5	a	a	DET
stem-5023	35	6	child	child	NOUN
stem-5023	35	7	's	's	PART
stem-5023	35	8	best	good	ADJ
stem-5023	35	9	work	work	NOUN
stem-5023	35	10	,	,	PUNCT
stem-5023	35	11	chosen	choose	VERB
stem-5023	35	12	by	by	ADP
stem-5023	35	13	the	the	DET
stem-5023	35	14	child	child	NOUN
stem-5023	35	15	,	,	PUNCT
stem-5023	35	16	often	often	ADV
stem-5023	35	17	shared	share	VERB
stem-5023	35	18	with	with	ADP
stem-5023	35	19	parents	parent	NOUN
stem-5023	35	20	to	to	ADP
stem-5023	35	21	showcase	showcase	NOUN
stem-5023	35	22	achievements	achievement	NOUN
stem-5023	35	23	.	.	PUNCT
stem-5023	36	1	lastly	lastly	ADV
stem-5023	36	2	,	,	PUNCT
stem-5023	36	3	an	an	DET
stem-5023	36	4	archival	archival	NOUN
stem-5023	36	5	portfolio	portfolio	NOUN
stem-5023	36	6	documents	document	NOUN
stem-5023	36	7	a	a	DET
stem-5023	36	8	student	student	NOUN
stem-5023	36	9	's	's	PART
stem-5023	36	10	progress	progress	NOUN
stem-5023	36	11	over	over	ADP
stem-5023	36	12	time	time	NOUN
stem-5023	36	13	,	,	PUNCT
stem-5023	36	14	serving	serve	VERB
stem-5023	36	15	as	as	ADP
stem-5023	36	16	a	a	DET
stem-5023	36	17	historical	historical	ADJ
stem-5023	36	18	record	record	NOUN
stem-5023	36	19	of	of	ADP
stem-5023	36	20	work	work	NOUN
stem-5023	36	21	spanning	span	VERB
stem-5023	36	22	different	different	ADJ
stem-5023	36	23	classes	class	NOUN
stem-5023	36	24	.	.	PUNCT
stem-5023	37	1	it	it	PRON
stem-5023	37	2	facilitates	facilitate	VERB
stem-5023	37	3	communication	communication	NOUN
stem-5023	37	4	between	between	ADP
stem-5023	37	5	teachers	teacher	NOUN
stem-5023	37	6	and	and	CCONJ
stem-5023	37	7	allows	allow	VERB
stem-5023	37	8	students	student	NOUN
stem-5023	37	9	to	to	PART
stem-5023	37	10	reflect	reflect	VERB
stem-5023	37	11	on	on	ADP
stem-5023	37	12	their	their	PRON
stem-5023	37	13	growth	growth	NOUN
stem-5023	37	14	.	.	PUNCT
stem-5023	38	1	materials	material	NOUN
stem-5023	38	2	and	and	CCONJ
stem-5023	38	3	methods	method	NOUN
stem-5023	38	4	portfolio	portfolio	NOUN
stem-5023	38	5	evaluation	evaluation	NOUN
stem-5023	38	6	stands	stand	VERB
stem-5023	38	7	as	as	ADP
stem-5023	38	8	a	a	DET
stem-5023	38	9	potent	potent	ADJ
stem-5023	38	10	method	method	NOUN
stem-5023	38	11	for	for	ADP
stem-5023	38	12	measuring	measure	VERB
stem-5023	38	13	student	student	NOUN
stem-5023	38	14	progress	progress	NOUN
stem-5023	38	15	in	in	ADP
stem-5023	38	16	science	science	NOUN
stem-5023	38	17	classrooms	classroom	NOUN
stem-5023	38	18	,	,	PUNCT
stem-5023	38	19	yet	yet	CCONJ
stem-5023	38	20	its	its	PRON
stem-5023	38	21	efficacy	efficacy	NOUN
stem-5023	38	22	hinges	hinge	NOUN
stem-5023	38	23	on	on	ADP
stem-5023	38	24	meticulous	meticulous	ADJ
stem-5023	38	25	implementation	implementation	NOUN
stem-5023	38	26	.	.	PUNCT
stem-5023	39	1	to	to	PART
stem-5023	39	2	achieve	achieve	VERB
stem-5023	39	3	this	this	PRON
stem-5023	39	4	,	,	PUNCT
stem-5023	39	5	educators	educator	NOUN
stem-5023	39	6	must	must	AUX
stem-5023	39	7	premeditate	premeditate	VERB
stem-5023	39	8	and	and	CCONJ
stem-5023	39	9	establish	establish	VERB
stem-5023	39	10	explicit	explicit	ADJ
stem-5023	39	11	objectives	objective	NOUN
stem-5023	39	12	and	and	CCONJ
stem-5023	39	13	standards	standard	NOUN
stem-5023	39	14	.	.	PUNCT
stem-5023	40	1	crafting	craft	VERB
stem-5023	40	2	a	a	DET
stem-5023	40	3	comprehensive	comprehensive	ADJ
stem-5023	40	4	plan	plan	NOUN
stem-5023	40	5	is	be	AUX
stem-5023	40	6	pivotal	pivotal	ADJ
stem-5023	40	7	for	for	ADP
stem-5023	40	8	seamless	seamless	ADJ
stem-5023	40	9	portfolio	portfolio	NOUN
stem-5023	40	10	evaluation	evaluation	NOUN
stem-5023	40	11	.	.	PUNCT
stem-5023	41	1	this	this	DET
stem-5023	41	2	blueprint	blueprint	NOUN
stem-5023	41	3	should	should	AUX
stem-5023	41	4	delineate	delineate	VERB
stem-5023	41	5	assessment	assessment	NOUN
stem-5023	41	6	criteria	criterion	NOUN
stem-5023	41	7	,	,	PUNCT
stem-5023	41	8	project	project	NOUN
stem-5023	41	9	timelines	timeline	NOUN
stem-5023	41	10	,	,	PUNCT
stem-5023	41	11	and	and	CCONJ
stem-5023	41	12	portfolio	portfolio	NOUN
stem-5023	41	13	components	component	NOUN
stem-5023	41	14	.	.	PUNCT
stem-5023	42	1	with	with	ADP
stem-5023	42	2	a	a	DET
stem-5023	42	3	structured	structured	ADJ
stem-5023	42	4	plan	plan	NOUN
stem-5023	42	5	in	in	ADP
stem-5023	42	6	place	place	NOUN
stem-5023	42	7	,	,	PUNCT
stem-5023	42	8	instructors	instructor	NOUN
stem-5023	42	9	can	can	AUX
stem-5023	42	10	streamline	streamline	VERB
stem-5023	42	11	the	the	DET
stem-5023	42	12	assessment	assessment	NOUN
stem-5023	42	13	process	process	NOUN
stem-5023	42	14	for	for	ADP
stem-5023	42	15	optimal	optimal	ADJ
stem-5023	42	16	outcomes	outcome	NOUN
stem-5023	42	17	.	.	PUNCT
stem-5023	43	1	moreover	moreover	ADV
stem-5023	43	2	,	,	PUNCT
stem-5023	43	3	delineating	delineate	VERB
stem-5023	43	4	precise	precise	ADJ
stem-5023	43	5	goals	goal	NOUN
stem-5023	43	6	and	and	CCONJ
stem-5023	43	7	expectations	expectation	NOUN
stem-5023	43	8	is	be	AUX
stem-5023	43	9	imperative	imperative	ADJ
stem-5023	43	10	.	.	PUNCT
stem-5023	44	1	this	this	PRON
stem-5023	44	2	entails	entail	VERB
stem-5023	44	3	defining	define	VERB
stem-5023	44	4	quality	quality	NOUN
stem-5023	44	5	standards	standard	NOUN
stem-5023	44	6	,	,	PUNCT
stem-5023	44	7	deadlines	deadline	NOUN
stem-5023	44	8	,	,	PUNCT
stem-5023	44	9	and	and	CCONJ
stem-5023	44	10	any	any	DET
stem-5023	44	11	pertinent	pertinent	ADJ
stem-5023	44	12	requirements	requirement	NOUN
stem-5023	44	13	.	.	PUNCT
stem-5023	45	1	by	by	ADP
stem-5023	45	2	establishing	establish	VERB
stem-5023	45	3	these	these	DET
stem-5023	45	4	parameters	parameter	NOUN
stem-5023	45	5	in	in	ADP
stem-5023	45	6	advance	advance	NOUN
stem-5023	45	7	,	,	PUNCT
stem-5023	45	8	students	student	NOUN
stem-5023	45	9	are	be	AUX
stem-5023	45	10	incentivized	incentivize	VERB
stem-5023	45	11	to	to	PART
stem-5023	45	12	approach	approach	VERB
stem-5023	45	13	the	the	DET
stem-5023	45	14	assessment	assessment	NOUN
stem-5023	45	15	earnestly	earnestly	ADV
stem-5023	45	16	,	,	PUNCT
stem-5023	45	17	investing	invest	VERB
stem-5023	45	18	their	their	PRON
stem-5023	45	19	utmost	utmost	ADJ
stem-5023	45	20	effort	effort	NOUN
stem-5023	45	21	in	in	ADP
stem-5023	45	22	constructing	construct	VERB
stem-5023	45	23	a	a	DET
stem-5023	45	24	proficient	proficient	ADJ
stem-5023	45	25	portfolio	portfolio	NOUN
stem-5023	45	26	.	.	PUNCT
stem-5023	46	1	by	by	ADP
stem-5023	46	2	adhering	adhere	VERB
stem-5023	46	3	to	to	ADP
stem-5023	46	4	these	these	DET
stem-5023	46	5	methodologies	methodology	NOUN
stem-5023	46	6	,	,	PUNCT
stem-5023	46	7	educators	educator	NOUN
stem-5023	46	8	can	can	AUX
stem-5023	46	9	ensure	ensure	VERB
stem-5023	46	10	the	the	DET
stem-5023	46	11	success	success	NOUN
stem-5023	46	12	of	of	ADP
stem-5023	46	13	their	their	PRON
stem-5023	46	14	portfolio	portfolio	NOUN
stem-5023	46	15	evaluations	evaluation	NOUN
stem-5023	46	16	.	.	PUNCT
stem-5023	47	1	by	by	ADP
stem-5023	47	2	proactively	proactively	ADV
stem-5023	47	3	devising	devise	VERB
stem-5023	47	4	a	a	DET
stem-5023	47	5	plan	plan	NOUN
stem-5023	47	6	and	and	CCONJ
stem-5023	47	7	establishing	establish	VERB
stem-5023	47	8	transparent	transparent	ADJ
stem-5023	47	9	objectives	objective	NOUN
stem-5023	47	10	,	,	PUNCT
stem-5023	47	11	educators	educator	NOUN
stem-5023	47	12	can	can	AUX
stem-5023	47	13	guarantee	guarantee	VERB
stem-5023	47	14	the	the	DET
stem-5023	47	15	efficacy	efficacy	NOUN
stem-5023	47	16	of	of	ADP
stem-5023	47	17	portfolio	portfolio	NOUN
stem-5023	47	18	assessments	assessment	NOUN
stem-5023	47	19	,	,	PUNCT
stem-5023	47	20	facilitating	facilitate	VERB
stem-5023	47	21	an	an	DET
stem-5023	47	22	accurate	accurate	ADJ
stem-5023	47	23	appraisal	appraisal	NOUN
stem-5023	47	24	of	of	ADP
stem-5023	47	25	student	student	NOUN
stem-5023	47	26	learning	learning	NOUN
stem-5023	47	27	.	.	PUNCT
stem-5023	48	1	research	research	NOUN
stem-5023	48	2	on	on	ADP
stem-5023	48	3	the	the	DET
stem-5023	48	4	benefits	benefit	NOUN
stem-5023	48	5	of	of	ADP
stem-5023	48	6	portfolio	portfolio	NOUN
stem-5023	48	7	assessment	assessment	NOUN
stem-5023	48	8	has	have	AUX
stem-5023	48	9	been	be	AUX
stem-5023	48	10	conducted	conduct	VERB
stem-5023	48	11	by	by	ADP
stem-5023	48	12	a	a	DET
stem-5023	48	13	variety	variety	NOUN
stem-5023	48	14	of	of	ADP
stem-5023	48	15	scholars	scholar	NOUN
stem-5023	48	16	and	and	CCONJ
stem-5023	48	17	researchers	researcher	NOUN
stem-5023	48	18	in	in	ADP
stem-5023	48	19	the	the	DET
stem-5023	48	20	fields	field	NOUN
stem-5023	48	21	of	of	ADP
stem-5023	48	22	education	education	NOUN
stem-5023	48	23	,	,	PUNCT
stem-5023	48	24	psychology	psychology	NOUN
stem-5023	48	25	,	,	PUNCT
stem-5023	48	26	and	and	CCONJ
stem-5023	48	27	assessment	assessment	NOUN
stem-5023	48	28	.	.	PUNCT
stem-5023	49	1	these	these	DET
stem-5023	49	2	studies	study	NOUN
stem-5023	49	3	have	have	AUX
stem-5023	49	4	been	be	AUX
stem-5023	49	5	carried	carry	VERB
stem-5023	49	6	out	out	ADP
stem-5023	49	7	by	by	ADP
stem-5023	49	8	academics	academic	NOUN
stem-5023	49	9	and	and	CCONJ
stem-5023	49	10	experts	expert	NOUN
stem-5023	49	11	affiliated	affiliate	VERB
stem-5023	49	12	with	with	ADP
stem-5023	49	13	universities	university	NOUN
stem-5023	49	14	,	,	PUNCT
stem-5023	49	15	research	research	NOUN
stem-5023	49	16	institutions	institution	NOUN
stem-5023	49	17	,	,	PUNCT
stem-5023	49	18	and	and	CCONJ
stem-5023	49	19	educational	educational	ADJ
stem-5023	49	20	organizations	organization	NOUN
stem-5023	49	21	around	around	ADP
stem-5023	49	22	the	the	DET
stem-5023	49	23	world	world	NOUN
stem-5023	49	24	.	.	PUNCT
stem-5023	50	1	some	some	DET
stem-5023	50	2	prominent	prominent	ADJ
stem-5023	50	3	researchers	researcher	NOUN
stem-5023	50	4	who	who	PRON
stem-5023	50	5	have	have	AUX
stem-5023	50	6	contributed	contribute	VERB
stem-5023	50	7	a	a	DET
stem-5023	50	8	lot	lot	NOUN
stem-5023	50	9	to	to	ADP
stem-5023	50	10	this	this	DET
stem-5023	50	11	topic	topic	NOUN
stem-5023	50	12	include	include	VERB
stem-5023	50	13	:	:	PUNCT
stem-5023	50	14	59	59	NUM
stem-5023	50	15	american	american	ADJ
stem-5023	50	16	journal	journal	PROPN
stem-5023	50	17	of	of	ADP
stem-5023	50	18	language	language	NOUN
stem-5023	50	19	,	,	PUNCT
stem-5023	50	20	literacy	literacy	NOUN
stem-5023	50	21	and	and	CCONJ
stem-5023	50	22	learning	learn	VERB
stem-5023	50	23	in	in	ADP
stem-5023	50	24	stem	stem	NOUN
stem-5023	50	25	education	education	NOUN
stem-5023	50	26	www	www	PROPN
stem-5023	50	27	.	.	PUNCT
stem-5023	51	1	grnjournal.us	grnjournal.us	X
stem-5023	51	2	1	1	X
stem-5023	51	3	.	.	PUNCT
stem-5023	51	4	dr	dr	PROPN
stem-5023	51	5	.	.	PROPN
stem-5023	51	6	helen	helen	PROPN
stem-5023	51	7	barrett	barrett	PROPN
stem-5023	51	8	:	:	PUNCT
stem-5023	51	9	a	a	DET
stem-5023	51	10	leading	lead	VERB
stem-5023	51	11	authority	authority	NOUN
stem-5023	51	12	on	on	ADP
stem-5023	51	13	electronic	electronic	ADJ
stem-5023	51	14	portfolios	portfolio	NOUN
stem-5023	51	15	and	and	CCONJ
stem-5023	51	16	portfolio	portfolio	NOUN
stem-5023	51	17	assessment	assessment	NOUN
stem-5023	51	18	,	,	PUNCT
stem-5023	51	19	dr	dr	PROPN
stem-5023	51	20	.	.	PROPN
stem-5023	51	21	barrett	barrett	PROPN
stem-5023	51	22	has	have	AUX
stem-5023	51	23	conducted	conduct	VERB
stem-5023	51	24	extensive	extensive	ADJ
stem-5023	51	25	research	research	NOUN
stem-5023	51	26	on	on	ADP
stem-5023	51	27	the	the	DET
stem-5023	51	28	use	use	NOUN
stem-5023	51	29	of	of	ADP
stem-5023	51	30	portfolios	portfolio	NOUN
stem-5023	51	31	in	in	ADP
stem-5023	51	32	education	education	NOUN
stem-5023	51	33	,	,	PUNCT
stem-5023	51	34	particularly	particularly	ADV
stem-5023	51	35	in	in	ADP
stem-5023	51	36	the	the	DET
stem-5023	51	37	context	context	NOUN
stem-5023	51	38	of	of	ADP
stem-5023	51	39	digital	digital	ADJ
stem-5023	51	40	technology	technology	NOUN
stem-5023	51	41	and	and	CCONJ
stem-5023	51	42	online	online	ADJ
stem-5023	51	43	learning	learn	VERB
stem-5023	51	44	environments	environment	NOUN
stem-5023	51	45	.	.	PUNCT
stem-5023	52	1	2	2	X
stem-5023	52	2	.	.	X
stem-5023	52	3	dr	dr	PROPN
stem-5023	52	4	.	.	PROPN
stem-5023	52	5	paul	paul	PROPN
stem-5023	52	6	black	black	PROPN
stem-5023	52	7	and	and	CCONJ
stem-5023	52	8	dr	dr	PROPN
stem-5023	52	9	.	.	PROPN
stem-5023	52	10	dylan	dylan	PROPN
stem-5023	52	11	wiliam	wiliam	PROPN
stem-5023	52	12	:	:	PUNCT
stem-5023	52	13	these	these	DET
stem-5023	52	14	researchers	researcher	NOUN
stem-5023	52	15	have	have	AUX
stem-5023	52	16	contributed	contribute	VERB
stem-5023	52	17	significantly	significantly	ADV
stem-5023	52	18	to	to	ADP
stem-5023	52	19	the	the	DET
stem-5023	52	20	field	field	NOUN
stem-5023	52	21	of	of	ADP
stem-5023	52	22	assessment	assessment	NOUN
stem-5023	52	23	for	for	ADP
stem-5023	52	24	learning	learn	VERB
stem-5023	52	25	.	.	PUNCT
stem-5023	53	1	while	while	SCONJ
stem-5023	53	2	their	their	PRON
stem-5023	53	3	work	work	NOUN
stem-5023	53	4	encompasses	encompass	VERB
stem-5023	53	5	a	a	DET
stem-5023	53	6	broader	broad	ADJ
stem-5023	53	7	range	range	NOUN
stem-5023	53	8	of	of	ADP
stem-5023	53	9	assessment	assessment	NOUN
stem-5023	53	10	methods	method	NOUN
stem-5023	53	11	,	,	PUNCT
stem-5023	53	12	they	they	PRON
stem-5023	53	13	have	have	AUX
stem-5023	53	14	explored	explore	VERB
stem-5023	53	15	the	the	DET
stem-5023	53	16	benefits	benefit	NOUN
stem-5023	53	17	of	of	ADP
stem-5023	53	18	formative	formative	ADJ
stem-5023	53	19	assessment	assessment	NOUN
stem-5023	53	20	approaches	approach	NOUN
stem-5023	53	21	,	,	PUNCT
stem-5023	53	22	which	which	PRON
stem-5023	53	23	can	can	AUX
stem-5023	53	24	include	include	VERB
stem-5023	53	25	elements	element	NOUN
stem-5023	53	26	of	of	ADP
stem-5023	53	27	portfolio	portfolio	NOUN
stem-5023	53	28	assessment	assessment	NOUN
stem-5023	53	29	.	.	PUNCT
stem-5023	54	1	3	3	X
stem-5023	54	2	.	.	X
stem-5023	54	3	dr	dr	PROPN
stem-5023	54	4	.	.	PROPN
stem-5023	54	5	lorna	lorna	PROPN
stem-5023	54	6	earl	earl	PROPN
stem-5023	54	7	:	:	PUNCT
stem-5023	54	8	a	a	DET
stem-5023	54	9	renowned	renowned	ADJ
stem-5023	54	10	expert	expert	NOUN
stem-5023	54	11	in	in	ADP
stem-5023	54	12	educational	educational	ADJ
stem-5023	54	13	assessment	assessment	NOUN
stem-5023	54	14	,	,	PUNCT
stem-5023	54	15	dr	dr	PROPN
stem-5023	54	16	.	.	PROPN
stem-5023	54	17	earl	earl	PROPN
stem-5023	54	18	has	have	AUX
stem-5023	54	19	conducted	conduct	VERB
stem-5023	54	20	research	research	NOUN
stem-5023	54	21	on	on	ADP
stem-5023	54	22	various	various	ADJ
stem-5023	54	23	aspects	aspect	NOUN
stem-5023	54	24	of	of	ADP
stem-5023	54	25	assessment	assessment	NOUN
stem-5023	54	26	,	,	PUNCT
stem-5023	54	27	including	include	VERB
stem-5023	54	28	portfolio	portfolio	NOUN
stem-5023	54	29	assessment	assessment	NOUN
stem-5023	54	30	and	and	CCONJ
stem-5023	54	31	its	its	PRON
stem-5023	54	32	impact	impact	NOUN
stem-5023	54	33	on	on	ADP
stem-5023	54	34	student	student	NOUN
stem-5023	54	35	learning	learning	NOUN
stem-5023	54	36	and	and	CCONJ
stem-5023	54	37	teacher	teacher	NOUN
stem-5023	54	38	practice	practice	NOUN
stem-5023	54	39	.	.	PUNCT
stem-5023	55	1	4	4	X
stem-5023	55	2	.	.	X
stem-5023	55	3	dr	dr	PROPN
stem-5023	55	4	.	.	PROPN
stem-5023	55	5	kathleen	kathleen	PROPN
stem-5023	55	6	blake	blake	PROPN
stem-5023	55	7	yancey	yancey	PROPN
stem-5023	55	8	:	:	PUNCT
stem-5023	55	9	a	a	DET
stem-5023	55	10	scholar	scholar	NOUN
stem-5023	55	11	in	in	ADP
stem-5023	55	12	rhetoric	rhetoric	NOUN
stem-5023	55	13	and	and	CCONJ
stem-5023	55	14	composition	composition	NOUN
stem-5023	55	15	studies	study	NOUN
stem-5023	55	16	,	,	PUNCT
stem-5023	55	17	dr	dr	PROPN
stem-5023	55	18	.	.	PROPN
stem-5023	55	19	yancey	yancey	PROPN
stem-5023	55	20	has	have	AUX
stem-5023	55	21	researched	research	VERB
stem-5023	55	22	the	the	DET
stem-5023	55	23	use	use	NOUN
stem-5023	55	24	of	of	ADP
stem-5023	55	25	portfolios	portfolio	NOUN
stem-5023	55	26	in	in	ADP
stem-5023	55	27	writing	write	VERB
stem-5023	55	28	instruction	instruction	NOUN
stem-5023	55	29	and	and	CCONJ
stem-5023	55	30	assessment	assessment	NOUN
stem-5023	55	31	,	,	PUNCT
stem-5023	55	32	examining	examine	VERB
stem-5023	55	33	how	how	SCONJ
stem-5023	55	34	portfolios	portfolio	NOUN
stem-5023	55	35	can	can	AUX
stem-5023	55	36	support	support	VERB
stem-5023	55	37	writing	write	VERB
stem-5023	55	38	development	development	NOUN
stem-5023	55	39	and	and	CCONJ
stem-5023	55	40	assessment	assessment	NOUN
stem-5023	55	41	practices	practice	NOUN
stem-5023	55	42	.	.	PUNCT
stem-5023	56	1	these	these	DET
stem-5023	56	2	researchers	researcher	NOUN
stem-5023	56	3	,	,	PUNCT
stem-5023	56	4	among	among	ADP
stem-5023	56	5	others	other	NOUN
stem-5023	56	6	,	,	PUNCT
stem-5023	56	7	have	have	AUX
stem-5023	56	8	contributed	contribute	VERB
stem-5023	56	9	to	to	ADP
stem-5023	56	10	the	the	DET
stem-5023	56	11	body	body	NOUN
stem-5023	56	12	of	of	ADP
stem-5023	56	13	knowledge	knowledge	NOUN
stem-5023	56	14	surrounding	surround	VERB
stem-5023	56	15	portfolio	portfolio	NOUN
stem-5023	56	16	assessment	assessment	NOUN
stem-5023	56	17	and	and	CCONJ
stem-5023	56	18	its	its	PRON
stem-5023	56	19	benefits	benefit	NOUN
stem-5023	56	20	in	in	ADP
stem-5023	56	21	education	education	NOUN
stem-5023	56	22	.	.	PUNCT
stem-5023	57	1	their	their	PRON
stem-5023	57	2	studies	study	NOUN
stem-5023	57	3	have	have	AUX
stem-5023	57	4	provided	provide	VERB
stem-5023	57	5	valuable	valuable	ADJ
stem-5023	57	6	insights	insight	NOUN
stem-5023	57	7	into	into	ADP
stem-5023	57	8	the	the	DET
stem-5023	57	9	effectiveness	effectiveness	NOUN
stem-5023	57	10	of	of	ADP
stem-5023	57	11	portfolio	portfolio	NOUN
stem-5023	57	12	assessment	assessment	NOUN
stem-5023	57	13	practices	practice	NOUN
stem-5023	57	14	and	and	CCONJ
stem-5023	57	15	have	have	AUX
stem-5023	57	16	informed	inform	VERB
stem-5023	57	17	educators	educator	NOUN
stem-5023	57	18	'	'	PART
stem-5023	57	19	understanding	understanding	NOUN
stem-5023	57	20	of	of	ADP
stem-5023	57	21	how	how	SCONJ
stem-5023	57	22	portfolios	portfolio	NOUN
stem-5023	57	23	can	can	AUX
stem-5023	57	24	be	be	AUX
stem-5023	57	25	used	use	VERB
stem-5023	57	26	to	to	PART
stem-5023	57	27	support	support	VERB
stem-5023	57	28	student	student	NOUN
stem-5023	57	29	learning	learning	NOUN
stem-5023	57	30	and	and	CCONJ
stem-5023	57	31	assessment	assessment	NOUN
stem-5023	57	32	.	.	PUNCT
stem-5023	58	1	research	research	NOUN
stem-5023	58	2	conducted	conduct	VERB
stem-5023	58	3	on	on	ADP
stem-5023	58	4	the	the	DET
stem-5023	58	5	benefits	benefit	NOUN
stem-5023	58	6	of	of	ADP
stem-5023	58	7	portfolio	portfolio	NOUN
stem-5023	58	8	assessment	assessment	NOUN
stem-5023	58	9	has	have	AUX
stem-5023	58	10	yielded	yield	VERB
stem-5023	58	11	valuable	valuable	ADJ
stem-5023	58	12	insights	insight	NOUN
stem-5023	58	13	into	into	ADP
stem-5023	58	14	its	its	PRON
stem-5023	58	15	effectiveness	effectiveness	NOUN
stem-5023	58	16	in	in	ADP
stem-5023	58	17	various	various	ADJ
stem-5023	58	18	educational	educational	ADJ
stem-5023	58	19	contexts	contexts	NOUN
stem-5023	58	20	.	.	PUNCT
stem-5023	59	1	numerous	numerous	ADJ
stem-5023	59	2	studies	study	NOUN
stem-5023	59	3	have	have	AUX
stem-5023	59	4	explored	explore	VERB
stem-5023	59	5	the	the	DET
stem-5023	59	6	advantages	advantage	NOUN
stem-5023	59	7	of	of	ADP
stem-5023	59	8	incorporating	incorporate	VERB
stem-5023	59	9	portfolio	portfolio	NOUN
stem-5023	59	10	assessment	assessment	NOUN
stem-5023	59	11	into	into	ADP
stem-5023	59	12	the	the	DET
stem-5023	59	13	learning	learning	NOUN
stem-5023	59	14	process	process	NOUN
stem-5023	59	15	across	across	ADP
stem-5023	59	16	different	different	ADJ
stem-5023	59	17	subjects	subject	NOUN
stem-5023	59	18	and	and	CCONJ
stem-5023	59	19	grade	grade	NOUN
stem-5023	59	20	levels	level	NOUN
stem-5023	59	21	.	.	PUNCT
stem-5023	60	1	one	one	NUM
stem-5023	60	2	key	key	ADJ
stem-5023	60	3	benefit	benefit	NOUN
stem-5023	60	4	identified	identify	VERB
stem-5023	60	5	in	in	ADP
stem-5023	60	6	the	the	DET
stem-5023	60	7	research	research	NOUN
stem-5023	60	8	is	be	AUX
stem-5023	60	9	the	the	DET
stem-5023	60	10	enhancement	enhancement	NOUN
stem-5023	60	11	of	of	ADP
stem-5023	60	12	student	student	NOUN
stem-5023	60	13	engagement	engagement	NOUN
stem-5023	60	14	and	and	CCONJ
stem-5023	60	15	motivation	motivation	NOUN
stem-5023	60	16	.	.	PUNCT
stem-5023	61	1	portfolio	portfolio	NOUN
stem-5023	61	2	assessment	assessment	NOUN
stem-5023	61	3	often	often	ADV
stem-5023	61	4	involves	involve	VERB
stem-5023	61	5	students	student	NOUN
stem-5023	61	6	in	in	ADP
stem-5023	61	7	the	the	DET
stem-5023	61	8	selection	selection	NOUN
stem-5023	61	9	and	and	CCONJ
stem-5023	61	10	reflection	reflection	NOUN
stem-5023	61	11	of	of	ADP
stem-5023	61	12	their	their	PRON
stem-5023	61	13	work	work	NOUN
stem-5023	61	14	,	,	PUNCT
stem-5023	61	15	promoting	promote	VERB
stem-5023	61	16	a	a	DET
stem-5023	61	17	sense	sense	NOUN
stem-5023	61	18	of	of	ADP
stem-5023	61	19	ownership	ownership	NOUN
stem-5023	61	20	and	and	CCONJ
stem-5023	61	21	responsibility	responsibility	NOUN
stem-5023	61	22	for	for	ADP
stem-5023	61	23	their	their	PRON
stem-5023	61	24	learning	learning	NOUN
stem-5023	61	25	.	.	PUNCT
stem-5023	62	1	this	this	DET
stem-5023	62	2	active	active	ADJ
stem-5023	62	3	involvement	involvement	NOUN
stem-5023	62	4	can	can	AUX
stem-5023	62	5	lead	lead	VERB
stem-5023	62	6	to	to	ADP
stem-5023	62	7	increased	increase	VERB
stem-5023	62	8	student	student	NOUN
stem-5023	62	9	motivation	motivation	NOUN
stem-5023	62	10	and	and	CCONJ
stem-5023	62	11	a	a	DET
stem-5023	62	12	deeper	deep	ADJ
stem-5023	62	13	understanding	understanding	NOUN
stem-5023	62	14	of	of	ADP
stem-5023	62	15	the	the	DET
stem-5023	62	16	subject	subject	NOUN
stem-5023	62	17	matter	matter	NOUN
stem-5023	62	18	.	.	PUNCT
stem-5023	63	1	additionally	additionally	ADV
stem-5023	63	2	,	,	PUNCT
stem-5023	63	3	portfolio	portfolio	NOUN
stem-5023	63	4	assessment	assessment	NOUN
stem-5023	63	5	has	have	AUX
stem-5023	63	6	been	be	AUX
stem-5023	63	7	shown	show	VERB
stem-5023	63	8	to	to	PART
stem-5023	63	9	foster	foster	VERB
stem-5023	63	10	the	the	DET
stem-5023	63	11	development	development	NOUN
stem-5023	63	12	of	of	ADP
stem-5023	63	13	critical	critical	ADJ
stem-5023	63	14	thinking	thinking	NOUN
stem-5023	63	15	and	and	CCONJ
stem-5023	63	16	metacognitive	metacognitive	ADJ
stem-5023	63	17	skills	skill	NOUN
stem-5023	63	18	.	.	PUNCT
stem-5023	64	1	through	through	ADP
stem-5023	64	2	the	the	DET
stem-5023	64	3	process	process	NOUN
stem-5023	64	4	of	of	ADP
stem-5023	64	5	selecting	selecting	NOUN
stem-5023	64	6	,	,	PUNCT
stem-5023	64	7	organizing	organizing	NOUN
stem-5023	64	8	,	,	PUNCT
stem-5023	64	9	and	and	CCONJ
stem-5023	64	10	reflecting	reflect	VERB
stem-5023	64	11	on	on	ADP
stem-5023	64	12	their	their	PRON
stem-5023	64	13	work	work	NOUN
stem-5023	64	14	,	,	PUNCT
stem-5023	64	15	students	student	NOUN
stem-5023	64	16	are	be	AUX
stem-5023	64	17	encouraged	encourage	VERB
stem-5023	64	18	to	to	PART
stem-5023	64	19	think	think	VERB
stem-5023	64	20	critically	critically	ADV
stem-5023	64	21	about	about	ADP
stem-5023	64	22	their	their	PRON
stem-5023	64	23	learning	learn	VERB
stem-5023	64	24	progress	progress	NOUN
stem-5023	64	25	and	and	CCONJ
stem-5023	64	26	identify	identify	VERB
stem-5023	64	27	areas	area	NOUN
stem-5023	64	28	for	for	ADP
stem-5023	64	29	improvement	improvement	NOUN
stem-5023	64	30	.	.	PUNCT
stem-5023	65	1	this	this	DET
stem-5023	65	2	metacognitive	metacognitive	ADJ
stem-5023	65	3	awareness	awareness	NOUN
stem-5023	65	4	can	can	AUX
stem-5023	65	5	lead	lead	VERB
stem-5023	65	6	to	to	ADP
stem-5023	65	7	more	more	ADV
stem-5023	65	8	effective	effective	ADJ
stem-5023	65	9	learning	learning	NOUN
stem-5023	65	10	strategies	strategy	NOUN
stem-5023	65	11	and	and	CCONJ
stem-5023	65	12	improved	improve	VERB
stem-5023	65	13	academic	academic	ADJ
stem-5023	65	14	performance	performance	NOUN
stem-5023	65	15	.	.	PUNCT
stem-5023	66	1	furthermore	furthermore	ADV
stem-5023	66	2	,	,	PUNCT
stem-5023	66	3	research	research	NOUN
stem-5023	66	4	suggests	suggest	VERB
stem-5023	66	5	that	that	SCONJ
stem-5023	66	6	portfolio	portfolio	NOUN
stem-5023	66	7	assessment	assessment	NOUN
stem-5023	66	8	can	can	AUX
stem-5023	66	9	provide	provide	VERB
stem-5023	66	10	a	a	DET
stem-5023	66	11	more	more	ADV
stem-5023	66	12	comprehensive	comprehensive	ADJ
stem-5023	66	13	and	and	CCONJ
stem-5023	66	14	authentic	authentic	ADJ
stem-5023	66	15	measure	measure	NOUN
stem-5023	66	16	of	of	ADP
stem-5023	66	17	student	student	NOUN
stem-5023	66	18	learning	learning	NOUN
stem-5023	66	19	compared	compare	VERB
stem-5023	66	20	to	to	ADP
stem-5023	66	21	traditional	traditional	ADJ
stem-5023	66	22	forms	form	NOUN
stem-5023	66	23	of	of	ADP
stem-5023	66	24	assessment	assessment	NOUN
stem-5023	66	25	,	,	PUNCT
stem-5023	66	26	such	such	ADJ
stem-5023	66	27	as	as	ADP
stem-5023	66	28	standardized	standardized	ADJ
stem-5023	66	29	tests	test	NOUN
stem-5023	66	30	.	.	PUNCT
stem-5023	67	1	portfolios	portfolio	NOUN
stem-5023	67	2	allow	allow	VERB
stem-5023	67	3	students	student	NOUN
stem-5023	67	4	to	to	PART
stem-5023	67	5	showcase	showcase	VERB
stem-5023	67	6	their	their	PRON
stem-5023	67	7	skills	skill	NOUN
stem-5023	67	8	,	,	PUNCT
stem-5023	67	9	knowledge	knowledge	NOUN
stem-5023	67	10	,	,	PUNCT
stem-5023	67	11	and	and	CCONJ
stem-5023	67	12	achievements	achievement	NOUN
stem-5023	67	13	in	in	ADP
stem-5023	67	14	a	a	DET
stem-5023	67	15	variety	variety	NOUN
stem-5023	67	16	of	of	ADP
stem-5023	67	17	formats	format	NOUN
stem-5023	67	18	,	,	PUNCT
stem-5023	67	19	including	include	VERB
stem-5023	67	20	written	write	VERB
stem-5023	67	21	work	work	NOUN
stem-5023	67	22	,	,	PUNCT
stem-5023	67	23	projects	project	NOUN
stem-5023	67	24	,	,	PUNCT
stem-5023	67	25	and	and	CCONJ
stem-5023	67	26	multimedia	multimedia	NOUN
stem-5023	67	27	presentations	presentation	NOUN
stem-5023	67	28	.	.	PUNCT
stem-5023	68	1	this	this	DET
stem-5023	68	2	holistic	holistic	ADJ
stem-5023	68	3	approach	approach	NOUN
stem-5023	68	4	to	to	ADP
stem-5023	68	5	assessment	assessment	NOUN
stem-5023	68	6	provides	provide	VERB
stem-5023	68	7	a	a	DET
stem-5023	68	8	more	more	ADV
stem-5023	68	9	accurate	accurate	ADJ
stem-5023	68	10	representation	representation	NOUN
stem-5023	68	11	of	of	ADP
stem-5023	68	12	students	student	NOUN
stem-5023	68	13	'	'	PART
stem-5023	68	14	abilities	ability	NOUN
stem-5023	68	15	and	and	CCONJ
stem-5023	68	16	allows	allow	VERB
stem-5023	68	17	for	for	ADP
stem-5023	68	18	individualized	individualized	ADJ
stem-5023	68	19	feedback	feedback	NOUN
stem-5023	68	20	and	and	CCONJ
stem-5023	68	21	support	support	NOUN
stem-5023	68	22	.	.	PUNCT
stem-5023	69	1	overall	overall	ADV
stem-5023	69	2	,	,	PUNCT
stem-5023	69	3	research	research	NOUN
stem-5023	69	4	findings	finding	NOUN
stem-5023	69	5	highlight	highlight	VERB
stem-5023	69	6	the	the	DET
stem-5023	69	7	numerous	numerous	ADJ
stem-5023	69	8	benefits	benefit	NOUN
stem-5023	69	9	of	of	ADP
stem-5023	69	10	portfolio	portfolio	NOUN
stem-5023	69	11	assessment	assessment	NOUN
stem-5023	69	12	in	in	ADP
stem-5023	69	13	promoting	promote	VERB
stem-5023	69	14	student	student	NOUN
stem-5023	69	15	engagement	engagement	NOUN
stem-5023	69	16	,	,	PUNCT
stem-5023	69	17	critical	critical	ADJ
stem-5023	69	18	thinking	thinking	NOUN
stem-5023	69	19	,	,	PUNCT
stem-5023	69	20	and	and	CCONJ
stem-5023	69	21	authentic	authentic	ADJ
stem-5023	69	22	learning	learning	NOUN
stem-5023	69	23	experiences	experience	NOUN
stem-5023	69	24	.	.	PUNCT
stem-5023	70	1	by	by	ADP
stem-5023	70	2	incorporating	incorporate	VERB
stem-5023	70	3	portfolio	portfolio	NOUN
stem-5023	70	4	assessment	assessment	NOUN
stem-5023	70	5	into	into	ADP
stem-5023	70	6	their	their	PRON
stem-5023	70	7	teaching	teaching	NOUN
stem-5023	70	8	practices	practice	NOUN
stem-5023	70	9	,	,	PUNCT
stem-5023	70	10	educators	educator	NOUN
stem-5023	70	11	can	can	AUX
stem-5023	70	12	create	create	VERB
stem-5023	70	13	a	a	DET
stem-5023	70	14	more	more	ADV
stem-5023	70	15	dynamic	dynamic	ADJ
stem-5023	70	16	and	and	CCONJ
stem-5023	70	17	effective	effective	ADJ
stem-5023	70	18	learning	learn	VERB
stem-5023	70	19	environment	environment	NOUN
stem-5023	70	20	that	that	PRON
stem-5023	70	21	supports	support	VERB
stem-5023	70	22	the	the	DET
stem-5023	70	23	diverse	diverse	ADJ
stem-5023	70	24	needs	need	NOUN
stem-5023	70	25	and	and	CCONJ
stem-5023	70	26	abilities	ability	NOUN
stem-5023	70	27	of	of	ADP
stem-5023	70	28	all	all	DET
stem-5023	70	29	students	student	NOUN
stem-5023	70	30	.	.	PUNCT
stem-5023	71	1	studies	study	NOUN
stem-5023	71	2	done	do	VERB
stem-5023	71	3	lately	lately	ADV
stem-5023	71	4	have	have	AUX
stem-5023	71	5	shown	show	VERB
stem-5023	71	6	that	that	SCONJ
stem-5023	71	7	portfolios	portfolio	NOUN
stem-5023	71	8	might	might	AUX
stem-5023	71	9	assess	assess	VERB
stem-5023	71	10	student	student	NOUN
stem-5023	71	11	success	success	NOUN
stem-5023	71	12	better	well	ADV
stem-5023	71	13	and	and	CCONJ
stem-5023	71	14	more	more	ADV
stem-5023	71	15	precisely	precisely	ADV
stem-5023	71	16	compared	compare	VERB
stem-5023	71	17	to	to	ADP
stem-5023	71	18	other	other	ADJ
stem-5023	71	19	standardized	standardized	ADJ
stem-5023	71	20	forms	form	NOUN
stem-5023	71	21	(	(	PUNCT
stem-5023	71	22	valencia,1990	valencia,1990	NOUN
stem-5023	71	23	)	)	PUNCT
stem-5023	71	24	.	.	PUNCT
stem-5023	72	1	besides	besides	SCONJ
stem-5023	72	2	,	,	PUNCT
stem-5023	72	3	as	as	ADP
stem-5023	72	4	calfee	calfee	NOUN
stem-5023	72	5	and	and	CCONJ
stem-5023	72	6	perfumo	perfumo	ADJ
stem-5023	72	7	(	(	PUNCT
stem-5023	72	8	1993	1993	NUM
stem-5023	72	9	)	)	PUNCT
stem-5023	72	10	suggest	suggest	VERB
stem-5023	72	11	,	,	PUNCT
stem-5023	72	12	they	they	PRON
stem-5023	72	13	increase	increase	VERB
stem-5023	72	14	motivation	motivation	NOUN
stem-5023	72	15	and	and	CCONJ
stem-5023	72	16	interest	interest	NOUN
stem-5023	72	17	in	in	ADP
stem-5023	72	18	learning	learning	NOUN
stem-5023	72	19	,	,	PUNCT
stem-5023	72	20	create	create	VERB
stem-5023	72	21	lifelong	lifelong	ADJ
stem-5023	72	22	learners	learner	NOUN
stem-5023	72	23	,	,	PUNCT
stem-5023	72	24	and	and	CCONJ
stem-5023	72	25	are	be	AUX
stem-5023	72	26	compatible	compatible	ADJ
stem-5023	72	27	with	with	ADP
stem-5023	72	28	other	other	ADJ
stem-5023	72	29	basic	basic	ADJ
stem-5023	72	30	elements	element	NOUN
stem-5023	72	31	like	like	ADP
stem-5023	72	32	cooperative	cooperative	ADJ
stem-5023	72	33	learning	learning	NOUN
stem-5023	72	34	and	and	CCONJ
stem-5023	72	35	professionalization	professionalization	NOUN
stem-5023	72	36	of	of	ADP
stem-5023	72	37	learning	learning	NOUN
stem-5023	72	38	.	.	PUNCT
stem-5023	73	1	60	60	NUM
stem-5023	73	2	american	american	ADJ
stem-5023	73	3	journal	journal	NOUN
stem-5023	73	4	of	of	ADP
stem-5023	73	5	language	language	NOUN
stem-5023	73	6	,	,	PUNCT
stem-5023	73	7	literacy	literacy	NOUN
stem-5023	73	8	and	and	CCONJ
stem-5023	73	9	learning	learn	VERB
stem-5023	73	10	in	in	ADP
stem-5023	73	11	stem	stem	NOUN
stem-5023	73	12	education	education	NOUN
stem-5023	73	13	www	www	NOUN
stem-5023	73	14	.	.	PUNCT
stem-5023	74	1	grnjournal.us	grnjournal.us	X
stem-5023	74	2	this	this	DET
stem-5023	74	3	study	study	NOUN
stem-5023	74	4	aims	aim	VERB
stem-5023	74	5	to	to	PART
stem-5023	74	6	find	find	VERB
stem-5023	74	7	the	the	DET
stem-5023	74	8	research	research	NOUN
stem-5023	74	9	in	in	ADP
stem-5023	74	10	the	the	DET
stem-5023	74	11	literature	literature	NOUN
stem-5023	74	12	that	that	PRON
stem-5023	74	13	focuses	focus	VERB
stem-5023	74	14	on	on	ADP
stem-5023	74	15	the	the	DET
stem-5023	74	16	“	"	PUNCT
stem-5023	74	17	theory	theory	NOUN
stem-5023	74	18	of	of	ADP
stem-5023	74	19	constructivism	constructivism	NOUN
stem-5023	74	20	,	,	PUNCT
stem-5023	74	21	alternative	alternative	ADJ
stem-5023	74	22	assessment	assessment	NOUN
stem-5023	74	23	methods	method	NOUN
stem-5023	74	24	,	,	PUNCT
stem-5023	74	25	portfolio	portfolio	NOUN
stem-5023	74	26	and	and	CCONJ
stem-5023	74	27	portfolio	portfolio	NOUN
stem-5023	74	28	assessment	assessment	NOUN
stem-5023	74	29	”	"	PUNCT
stem-5023	74	30	and	and	CCONJ
stem-5023	74	31	to	to	PART
stem-5023	74	32	depict	depict	VERB
stem-5023	74	33	the	the	DET
stem-5023	74	34	positive	positive	ADJ
stem-5023	74	35	results	result	NOUN
stem-5023	74	36	obtained	obtain	VERB
stem-5023	74	37	towards	towards	ADP
stem-5023	74	38	the	the	DET
stem-5023	74	39	use	use	NOUN
stem-5023	74	40	of	of	ADP
stem-5023	74	41	portfolio	portfolio	NOUN
stem-5023	74	42	assessment	assessment	NOUN
stem-5023	74	43	,	,	PUNCT
stem-5023	74	44	the	the	DET
stem-5023	74	45	challenges	challenge	NOUN
stem-5023	74	46	of	of	ADP
stem-5023	74	47	portfolios	portfolio	NOUN
stem-5023	74	48	,	,	PUNCT
stem-5023	74	49	and	and	CCONJ
stem-5023	74	50	portfolio	portfolio	NOUN
stem-5023	74	51	assessment	assessment	NOUN
stem-5023	74	52	,	,	PUNCT
stem-5023	74	53	and	and	CCONJ
stem-5023	74	54	implications	implication	NOUN
stem-5023	74	55	for	for	ADP
stem-5023	74	56	teachers	teacher	NOUN
stem-5023	74	57	in	in	ADP
stem-5023	74	58	the	the	DET
stem-5023	74	59	end	end	NOUN
stem-5023	74	60	.	.	PUNCT
stem-5023	75	1	sources	source	NOUN
stem-5023	75	2	of	of	ADP
stem-5023	75	3	evidence	evidence	NOUN
stem-5023	75	4	regarding	regard	VERB
stem-5023	75	5	the	the	DET
stem-5023	75	6	promises	promise	NOUN
stem-5023	75	7	and	and	CCONJ
stem-5023	75	8	challenges	challenge	NOUN
stem-5023	75	9	of	of	ADP
stem-5023	75	10	portfolios	portfolio	NOUN
stem-5023	75	11	,	,	PUNCT
stem-5023	75	12	literature	literature	NOUN
stem-5023	75	13	provides	provide	VERB
stem-5023	75	14	us	we	PRON
stem-5023	75	15	with	with	ADP
stem-5023	75	16	a	a	DET
stem-5023	75	17	lot	lot	NOUN
stem-5023	75	18	of	of	ADP
stem-5023	75	19	evidence	evidence	NOUN
stem-5023	75	20	.	.	PUNCT
stem-5023	76	1	as	as	ADP
stem-5023	76	2	to	to	ADP
stem-5023	76	3	the	the	DET
stem-5023	76	4	benefits	benefit	NOUN
stem-5023	76	5	of	of	ADP
stem-5023	76	6	portfolio	portfolio	NOUN
stem-5023	76	7	assessment	assessment	NOUN
stem-5023	76	8	,	,	PUNCT
stem-5023	76	9	many	many	ADJ
stem-5023	76	10	authors	author	NOUN
stem-5023	76	11	mentioned	mention	VERB
stem-5023	76	12	some	some	PRON
stem-5023	76	13	of	of	ADP
stem-5023	76	14	them	they	PRON
stem-5023	76	15	as	as	ADP
stem-5023	76	16	below	below	ADV
stem-5023	76	17	;	;	PUNCT
stem-5023	76	18	1	1	X
stem-5023	76	19	.	.	X
stem-5023	76	20	portfolios	portfolio	NOUN
stem-5023	76	21	show	show	VERB
stem-5023	76	22	student	student	NOUN
stem-5023	76	23	progress	progress	NOUN
stem-5023	76	24	in	in	ADP
stem-5023	76	25	time	time	NOUN
stem-5023	76	26	(	(	PUNCT
stem-5023	76	27	arter	arter	NOUN
stem-5023	76	28	et	et	PROPN
stem-5023	76	29	al	al	PROPN
stem-5023	76	30	,	,	PUNCT
stem-5023	76	31	1995	1995	NUM
stem-5023	76	32	;	;	PUNCT
stem-5023	76	33	fenwick	fenwick	PROPN
stem-5023	76	34	&	&	CCONJ
stem-5023	76	35	parsons	parsons	PROPN
stem-5023	76	36	,	,	PUNCT
stem-5023	76	37	1999	1999	NUM
stem-5023	76	38	)	)	PUNCT
stem-5023	76	39	,	,	PUNCT
stem-5023	77	1	2	2	X
stem-5023	77	2	.	.	X
stem-5023	77	3	portfolios	portfolio	NOUN
stem-5023	77	4	combine	combine	VERB
stem-5023	77	5	instruction	instruction	NOUN
stem-5023	77	6	and	and	CCONJ
stem-5023	77	7	assessment	assessment	NOUN
stem-5023	77	8	within	within	ADP
stem-5023	77	9	a	a	DET
stem-5023	77	10	continuous	continuous	ADJ
stem-5023	77	11	process	process	NOUN
stem-5023	77	12	(	(	PUNCT
stem-5023	77	13	moya	moya	PROPN
stem-5023	77	14	&	&	CCONJ
stem-5023	77	15	o’malley	o’malley	PROPN
stem-5023	77	16	,	,	PUNCT
stem-5023	77	17	1994	1994	NUM
stem-5023	77	18	;	;	PUNCT
stem-5023	77	19	paulson	paulson	PROPN
stem-5023	77	20	et	et	PROPN
stem-5023	77	21	al	al	PROPN
stem-5023	77	22	,	,	PUNCT
stem-5023	77	23	1991	1991	NUM
stem-5023	77	24	)	)	PUNCT
stem-5023	77	25	,	,	PUNCT
stem-5023	77	26	3	3	X
stem-5023	77	27	.	.	X
stem-5023	78	1	they	they	PRON
stem-5023	78	2	are	be	AUX
stem-5023	78	3	authentic	authentic	ADJ
stem-5023	78	4	assessments	assessment	NOUN
stem-5023	78	5	of	of	ADP
stem-5023	78	6	student	student	NOUN
stem-5023	78	7	work	work	NOUN
stem-5023	78	8	(	(	PUNCT
stem-5023	78	9	calfee	calfee	NOUN
stem-5023	78	10	&	&	CCONJ
stem-5023	78	11	perfume	perfume	PROPN
stem-5023	78	12	,	,	PUNCT
stem-5023	78	13	1993	1993	NUM
stem-5023	78	14	;	;	PUNCT
stem-5023	78	15	valencia	valencia	PROPN
stem-5023	78	16	,	,	PUNCT
stem-5023	78	17	1990	1990	NUM
stem-5023	78	18	;	;	PUNCT
stem-5023	78	19	valencia	valencia	PROPN
stem-5023	78	20	&	&	CCONJ
stem-5023	78	21	calfee	calfee	PROPN
stem-5023	78	22	,	,	PUNCT
stem-5023	78	23	1991	1991	NUM
stem-5023	78	24	)	)	PUNCT
stem-5023	78	25	,	,	PUNCT
stem-5023	78	26	4	4	X
stem-5023	78	27	.	.	X
stem-5023	79	1	they	they	PRON
stem-5023	79	2	encourage	encourage	VERB
stem-5023	79	3	students	student	NOUN
stem-5023	79	4	to	to	ADP
stem-5023	79	5	self	self	NOUN
stem-5023	79	6	-	-	PUNCT
stem-5023	79	7	reflect	reflect	VERB
stem-5023	79	8	and	and	CCONJ
stem-5023	79	9	self	self	NOUN
stem-5023	79	10	-	-	PUNCT
stem-5023	79	11	evaluate	evaluate	NOUN
stem-5023	79	12	(	(	PUNCT
stem-5023	79	13	glazer	glazer	PROPN
stem-5023	79	14	,	,	PUNCT
stem-5023	79	15	1991	1991	NUM
stem-5023	79	16	;	;	PUNCT
stem-5023	79	17	valencia	valencia	PROPN
stem-5023	79	18	,	,	PUNCT
stem-5023	79	19	1990	1990	NUM
stem-5023	79	20	)	)	PUNCT
stem-5023	79	21	,	,	PUNCT
stem-5023	79	22	hence	hence	ADV
stem-5023	79	23	which	which	PRON
stem-5023	79	24	leads	lead	VERB
stem-5023	79	25	to	to	ADP
stem-5023	79	26	the	the	DET
stem-5023	79	27	improvement	improvement	NOUN
stem-5023	79	28	of	of	ADP
stem-5023	79	29	metacognitive	metacognitive	ADJ
stem-5023	79	30	skills	skill	NOUN
stem-5023	79	31	(	(	PUNCT
stem-5023	79	32	hamilton	hamilton	PROPN
stem-5023	79	33	,	,	PUNCT
stem-5023	79	34	1994	1994	NUM
stem-5023	79	35	)	)	PUNCT
stem-5023	79	36	,	,	PUNCT
stem-5023	80	1	5	5	X
stem-5023	80	2	.	.	X
stem-5023	80	3	portfolios	portfolio	NOUN
stem-5023	80	4	encourage	encourage	VERB
stem-5023	80	5	student	student	NOUN
stem-5023	80	6	participation	participation	NOUN
stem-5023	80	7	and	and	CCONJ
stem-5023	80	8	increase	increase	VERB
stem-5023	80	9	student	student	NOUN
stem-5023	80	10	self	self	NOUN
stem-5023	80	11	-reliance	-reliance	NOUN
stem-5023	80	12	(	(	PUNCT
stem-5023	80	13	fenwick	fenwick	PROPN
stem-5023	80	14	&	&	CCONJ
stem-5023	80	15	parsons	parsons	PROPN
stem-5023	80	16	,	,	PUNCT
stem-5023	80	17	1999	1999	NUM
stem-5023	80	18	;	;	PUNCT
stem-5023	80	19	paulson	paulson	PROPN
stem-5023	80	20	et	et	PROPN
stem-5023	80	21	al	al	PROPN
stem-5023	80	22	,	,	PUNCT
stem-5023	80	23	1991	1991	NUM
stem-5023	80	24	)	)	PUNCT
stem-5023	80	25	,	,	PUNCT
stem-5023	80	26	6	6	X
stem-5023	80	27	.	.	PUNCT
stem-5023	81	1	portfolios	portfolio	NOUN
stem-5023	81	2	inform	inform	VERB
stem-5023	81	3	teachers	teacher	NOUN
stem-5023	81	4	about	about	ADP
stem-5023	81	5	the	the	DET
stem-5023	81	6	strengths	strength	NOUN
stem-5023	81	7	and	and	CCONJ
stem-5023	81	8	weaknesses	weakness	NOUN
stem-5023	81	9	of	of	ADP
stem-5023	81	10	their	their	PRON
stem-5023	81	11	students	student	NOUN
stem-5023	81	12	better	well	ADV
stem-5023	81	13	than	than	ADP
stem-5023	81	14	traditional	traditional	ADJ
stem-5023	81	15	assessments	assessment	NOUN
stem-5023	81	16	(	(	PUNCT
stem-5023	81	17	chen	chen	PROPN
stem-5023	81	18	,	,	PUNCT
stem-5023	81	19	1993	1993	NUM
stem-5023	81	20	)	)	PUNCT
stem-5023	81	21	,	,	PUNCT
stem-5023	81	22	7	7	X
stem-5023	81	23	.	.	PUNCT
stem-5023	81	24	students	student	NOUN
stem-5023	81	25	’	'	PUNCT
stem-5023	81	26	and	and	CCONJ
stem-5023	81	27	teachers	teacher	NOUN
stem-5023	81	28	’	'	PUNCT
stem-5023	81	29	attitudes	attitude	NOUN
stem-5023	81	30	grow	grow	VERB
stem-5023	81	31	positively	positively	ADV
stem-5023	81	32	(	(	PUNCT
stem-5023	81	33	ryan	ryan	PROPN
stem-5023	81	34	&	&	CCONJ
stem-5023	81	35	kuhs	kuhs	PROPN
stem-5023	81	36	,	,	PUNCT
stem-5023	81	37	1993	1993	NUM
stem-5023	81	38	)	)	PUNCT
stem-5023	81	39	,	,	PUNCT
stem-5023	81	40	8	8	NUM
stem-5023	81	41	.	.	PUNCT
stem-5023	82	1	they	they	PRON
stem-5023	82	2	help	help	VERB
stem-5023	82	3	multiple	multiple	ADJ
stem-5023	82	4	recordings	recording	NOUN
stem-5023	82	5	of	of	ADP
stem-5023	82	6	student	student	NOUN
stem-5023	82	7	progress	progress	NOUN
stem-5023	82	8	(	(	PUNCT
stem-5023	82	9	chen	chen	PROPN
stem-5023	82	10	,	,	PUNCT
stem-5023	82	11	1993	1993	NUM
stem-5023	82	12	;	;	PUNCT
stem-5023	82	13	mills	mill	NOUN
stem-5023	82	14	,	,	PUNCT
stem-5023	82	15	1994	1994	NUM
stem-5023	82	16	)	)	PUNCT
stem-5023	82	17	,	,	PUNCT
stem-5023	82	18	9	9	NUM
stem-5023	82	19	.	.	X
stem-5023	82	20	they	they	PRON
stem-5023	82	21	also	also	ADV
stem-5023	82	22	positively	positively	ADV
stem-5023	82	23	improve	improve	VERB
stem-5023	82	24	teachers	teacher	NOUN
stem-5023	82	25	’	'	PUNCT
stem-5023	82	26	attitudes	attitude	NOUN
stem-5023	82	27	toward	toward	ADP
stem-5023	82	28	their	their	PRON
stem-5023	82	29	jobs	job	NOUN
stem-5023	82	30	(	(	PUNCT
stem-5023	82	31	perkins	perkins	PROPN
stem-5023	82	32	&	&	CCONJ
stem-5023	82	33	gelfer	gelfer	PROPN
stem-5023	82	34	,	,	PUNCT
stem-5023	82	35	1993	1993	NUM
stem-5023	82	36	)	)	PUNCT
stem-5023	82	37	.	.	PUNCT
stem-5023	83	1	drawbacks	drawback	NOUN
stem-5023	83	2	or	or	CCONJ
stem-5023	83	3	challenges	challenge	NOUN
stem-5023	83	4	of	of	ADP
stem-5023	83	5	using	use	VERB
stem-5023	83	6	portfolios	portfolio	NOUN
stem-5023	83	7	are	be	AUX
stem-5023	83	8	also	also	ADV
stem-5023	83	9	mentioned	mention	VERB
stem-5023	83	10	by	by	ADP
stem-5023	83	11	many	many	ADJ
stem-5023	83	12	authors	author	NOUN
stem-5023	83	13	as	as	ADP
stem-5023	83	14	below	below	ADV
stem-5023	83	15	;	;	PUNCT
stem-5023	84	1	1	1	X
stem-5023	84	2	.	.	X
stem-5023	84	3	portfolio	portfolio	NOUN
stem-5023	84	4	processes	process	NOUN
stem-5023	84	5	take	take	VERB
stem-5023	84	6	a	a	DET
stem-5023	84	7	lot	lot	NOUN
stem-5023	84	8	of	of	ADP
stem-5023	84	9	time	time	NOUN
stem-5023	84	10	(	(	PUNCT
stem-5023	84	11	ediger	ediger	NOUN
stem-5023	84	12	,	,	PUNCT
stem-5023	84	13	2000	2000	NUM
stem-5023	84	14	;	;	PUNCT
stem-5023	84	15	fenwick	fenwick	PROPN
stem-5023	84	16	&	&	CCONJ
stem-5023	84	17	parsons	parsons	PROPN
stem-5023	84	18	,	,	PUNCT
stem-5023	84	19	1999	1999	NUM
stem-5023	84	20	)	)	PUNCT
stem-5023	84	21	and	and	CCONJ
stem-5023	84	22	cost	cost	VERB
stem-5023	84	23	much	much	ADJ
stem-5023	84	24	(	(	PUNCT
stem-5023	84	25	ediger	ediger	NOUN
stem-5023	84	26	,	,	PUNCT
stem-5023	84	27	2000	2000	NUM
stem-5023	84	28	;	;	PUNCT
stem-5023	84	29	gomez	gomez	NOUN
stem-5023	84	30	,	,	PUNCT
stem-5023	84	31	2000	2000	NUM
stem-5023	84	32	)	)	PUNCT
stem-5023	84	33	.	.	PUNCT
stem-5023	85	1	2	2	X
stem-5023	85	2	.	.	PUNCT
stem-5023	85	3	compared	compare	VERB
stem-5023	85	4	to	to	ADP
stem-5023	85	5	standardized	standardized	ADJ
stem-5023	85	6	tests	test	NOUN
stem-5023	85	7	,	,	PUNCT
stem-5023	85	8	more	more	ADJ
stem-5023	85	9	studies	study	NOUN
stem-5023	85	10	should	should	AUX
stem-5023	85	11	be	be	AUX
stem-5023	85	12	done	do	VERB
stem-5023	85	13	on	on	ADP
stem-5023	85	14	the	the	DET
stem-5023	85	15	reliability	reliability	NOUN
stem-5023	85	16	and	and	CCONJ
stem-5023	85	17	validity	validity	NOUN
stem-5023	85	18	issues	issue	NOUN
stem-5023	85	19	of	of	ADP
stem-5023	85	20	portfolios	portfolio	NOUN
stem-5023	85	21	(	(	PUNCT
stem-5023	85	22	ediger	ediger	NOUN
stem-5023	85	23	,	,	PUNCT
stem-5023	85	24	2000	2000	NUM
stem-5023	85	25	)	)	PUNCT
stem-5023	85	26	.	.	PUNCT
stem-5023	86	1	3	3	X
stem-5023	86	2	.	.	X
stem-5023	87	1	the	the	DET
stem-5023	87	2	criteria	criterion	NOUN
stem-5023	87	3	used	use	VERB
stem-5023	87	4	in	in	ADP
stem-5023	87	5	the	the	DET
stem-5023	87	6	assessment	assessment	NOUN
stem-5023	87	7	of	of	ADP
stem-5023	87	8	portfolios	portfolio	NOUN
stem-5023	87	9	may	may	AUX
stem-5023	87	10	vary	vary	VERB
stem-5023	87	11	,	,	PUNCT
stem-5023	87	12	because	because	SCONJ
stem-5023	87	13	different	different	ADJ
stem-5023	87	14	items	item	NOUN
stem-5023	87	15	included	include	VERB
stem-5023	87	16	may	may	AUX
stem-5023	87	17	require	require	VERB
stem-5023	87	18	separate	separate	ADJ
stem-5023	87	19	assessment	assessment	NOUN
stem-5023	87	20	criteria	criterion	NOUN
stem-5023	87	21	,	,	PUNCT
stem-5023	87	22	that	that	PRON
stem-5023	87	23	could	could	AUX
stem-5023	87	24	be	be	AUX
stem-5023	87	25	considered	consider	VERB
stem-5023	87	26	as	as	ADP
stem-5023	87	27	a	a	DET
stem-5023	87	28	difficulty	difficulty	NOUN
stem-5023	87	29	of	of	ADP
stem-5023	87	30	portfolios	portfolio	NOUN
stem-5023	87	31	(	(	PUNCT
stem-5023	87	32	ediger	ediger	NOUN
stem-5023	87	33	,	,	PUNCT
stem-5023	87	34	2000	2000	NUM
stem-5023	87	35	)	)	PUNCT
stem-5023	87	36	.	.	PUNCT
stem-5023	88	1	4	4	X
stem-5023	88	2	.	.	X
stem-5023	88	3	students	student	NOUN
stem-5023	88	4	need	need	VERB
stem-5023	88	5	to	to	PART
stem-5023	88	6	be	be	AUX
stem-5023	88	7	trained	train	VERB
stem-5023	88	8	beforehand	beforehand	ADV
stem-5023	88	9	and	and	CCONJ
stem-5023	88	10	guided	guide	VERB
stem-5023	88	11	continuously	continuously	ADV
stem-5023	88	12	during	during	ADP
stem-5023	88	13	the	the	DET
stem-5023	88	14	portfolio	portfolio	NOUN
stem-5023	88	15	process	process	NOUN
stem-5023	88	16	(	(	PUNCT
stem-5023	88	17	fenwick	fenwick	PROPN
stem-5023	88	18	&	&	CCONJ
stem-5023	88	19	parsons	parsons	PROPN
stem-5023	88	20	,	,	PUNCT
stem-5023	88	21	1999	1999	NUM
stem-5023	88	22	)	)	PUNCT
stem-5023	88	23	.	.	PUNCT
stem-5023	89	1	because	because	SCONJ
stem-5023	89	2	they	they	PRON
stem-5023	89	3	may	may	AUX
stem-5023	89	4	not	not	PART
stem-5023	89	5	be	be	AUX
stem-5023	89	6	or	or	CCONJ
stem-5023	89	7	feel	feel	VERB
stem-5023	89	8	ready	ready	ADJ
stem-5023	89	9	to	to	PART
stem-5023	89	10	undertake	undertake	VERB
stem-5023	89	11	their	their	PRON
stem-5023	89	12	learning	learning	NOUN
stem-5023	89	13	or	or	CCONJ
stem-5023	89	14	prepare	prepare	VERB
stem-5023	89	15	something	something	PRON
stem-5023	89	16	different	different	ADJ
stem-5023	89	17	like	like	ADP
stem-5023	89	18	a	a	DET
stem-5023	89	19	portfolio	portfolio	NOUN
stem-5023	89	20	.	.	PUNCT
stem-5023	90	1	they	they	PRON
stem-5023	90	2	may	may	AUX
stem-5023	90	3	not	not	PART
stem-5023	90	4	know	know	VERB
stem-5023	90	5	what	what	PRON
stem-5023	90	6	to	to	PART
stem-5023	90	7	do	do	VERB
stem-5023	90	8	or	or	CCONJ
stem-5023	90	9	they	they	PRON
stem-5023	90	10	may	may	AUX
stem-5023	90	11	be	be	AUX
stem-5023	90	12	frightened	frighten	VERB
stem-5023	90	13	of	of	ADP
stem-5023	90	14	the	the	DET
stem-5023	90	15	long	long	ADJ
stem-5023	90	16	process	process	NOUN
stem-5023	90	17	itself	itself	PRON
stem-5023	90	18	.	.	PUNCT
stem-5023	91	1	5	5	X
stem-5023	91	2	.	.	X
stem-5023	91	3	arter	arter	NOUN
stem-5023	91	4	and	and	CCONJ
stem-5023	91	5	spandel	spandel	PROPN
stem-5023	91	6	(	(	PUNCT
stem-5023	91	7	1992	1992	NUM
stem-5023	91	8	)	)	PUNCT
stem-5023	91	9	highlight	highlight	VERB
stem-5023	91	10	some	some	DET
stem-5023	91	11	challenges	challenge	NOUN
stem-5023	91	12	of	of	ADP
stem-5023	91	13	portfolios	portfolio	NOUN
stem-5023	91	14	including	include	VERB
stem-5023	91	15	items	item	NOUN
stem-5023	91	16	in	in	ADP
stem-5023	91	17	portfolios	portfolio	NOUN
stem-5023	91	18	that	that	PRON
stem-5023	91	19	may	may	AUX
stem-5023	91	20	not	not	PART
stem-5023	91	21	represent	represent	VERB
stem-5023	91	22	one	one	NUM
stem-5023	91	23	’s	’s	PART
stem-5023	91	24	learning	learning	NOUN
stem-5023	91	25	,	,	PUNCT
stem-5023	91	26	the	the	DET
stem-5023	91	27	weakness	weakness	NOUN
stem-5023	91	28	of	of	ADP
stem-5023	91	29	assessment	assessment	NOUN
stem-5023	91	30	criteria	criterion	NOUN
stem-5023	91	31	,	,	PUNCT
stem-5023	91	32	and	and	CCONJ
stem-5023	91	33	the	the	DET
stem-5023	91	34	possibility	possibility	NOUN
stem-5023	91	35	of	of	ADP
stem-5023	91	36	subjectivity	subjectivity	NOUN
stem-5023	91	37	of	of	ADP
stem-5023	91	38	assessment	assessment	NOUN
stem-5023	91	39	results	result	NOUN
stem-5023	91	40	.	.	PUNCT
stem-5023	92	1	upon	upon	SCONJ
stem-5023	92	2	its	its	PRON
stem-5023	92	3	reception	reception	NOUN
stem-5023	92	4	as	as	ADP
stem-5023	92	5	an	an	DET
stem-5023	92	6	effective	effective	ADJ
stem-5023	92	7	teaching	teaching	NOUN
stem-5023	92	8	and	and	CCONJ
stem-5023	92	9	assessment	assessment	NOUN
stem-5023	92	10	method	method	NOUN
stem-5023	92	11	,	,	PUNCT
stem-5023	92	12	many	many	ADJ
stem-5023	92	13	studies	study	NOUN
stem-5023	92	14	were	be	AUX
stem-5023	92	15	done	do	VERB
stem-5023	92	16	on	on	ADP
stem-5023	92	17	portfolios	portfolio	NOUN
stem-5023	92	18	.	.	PUNCT
stem-5023	93	1	the	the	DET
stem-5023	93	2	following	follow	VERB
stem-5023	93	3	items	item	NOUN
stem-5023	93	4	were	be	AUX
stem-5023	93	5	found	find	VERB
stem-5023	93	6	when	when	SCONJ
stem-5023	93	7	those	those	DET
stem-5023	93	8	research	research	NOUN
stem-5023	93	9	results	result	NOUN
stem-5023	93	10	were	be	AUX
stem-5023	93	11	analyzed	analyze	VERB
stem-5023	93	12	:	:	PUNCT
stem-5023	93	13	1	1	X
stem-5023	93	14	.	.	X
stem-5023	93	15	considering	consider	VERB
stem-5023	93	16	the	the	DET
stem-5023	93	17	effects	effect	NOUN
stem-5023	93	18	of	of	ADP
stem-5023	93	19	portfolios	portfolio	NOUN
stem-5023	93	20	on	on	ADP
stem-5023	93	21	the	the	DET
stem-5023	93	22	achievement	achievement	NOUN
stem-5023	93	23	of	of	ADP
stem-5023	93	24	various	various	ADJ
stem-5023	93	25	student	student	NOUN
stem-5023	93	26	skills	skill	NOUN
stem-5023	93	27	,	,	PUNCT
stem-5023	93	28	in	in	ADP
stem-5023	93	29	most	most	ADJ
stem-5023	93	30	studies	study	NOUN
stem-5023	93	31	(	(	PUNCT
stem-5023	93	32	slater	slater	PROPN
stem-5023	93	33	,	,	PUNCT
stem-5023	93	34	ryan	ryan	PROPN
stem-5023	93	35	,	,	PUNCT
stem-5023	93	36	samson	samson	PROPN
stem-5023	93	37	,	,	PUNCT
stem-5023	93	38	1997	1997	NUM
stem-5023	93	39	;	;	PUNCT
stem-5023	93	40	starck	starck	PROPN
stem-5023	93	41	,	,	PUNCT
stem-5023	93	42	1999	1999	NUM
stem-5023	93	43	;	;	PUNCT
stem-5023	93	44	subrick	subrick	NOUN
stem-5023	93	45	,	,	PUNCT
stem-5023	93	46	2003	2003	NUM
stem-5023	93	47	)	)	PUNCT
stem-5023	93	48	no	no	DET
stem-5023	93	49	meaningful	meaningful	ADJ
stem-5023	93	50	influence	influence	NOUN
stem-5023	93	51	was	be	AUX
stem-5023	93	52	found	find	VERB
stem-5023	93	53	;	;	PUNCT
stem-5023	93	54	whereas	whereas	SCONJ
stem-5023	93	55	a	a	DET
stem-5023	93	56	significant	significant	ADJ
stem-5023	93	57	difference	difference	NOUN
stem-5023	93	58	was	be	AUX
stem-5023	93	59	obtained	obtain	VERB
stem-5023	93	60	about	about	ADP
stem-5023	93	61	portfolios	portfolio	NOUN
stem-5023	93	62	influence	influence	NOUN
stem-5023	93	63	on	on	ADP
stem-5023	93	64	especially	especially	ADV
stem-5023	93	65	writing	write	VERB
stem-5023	93	66	skills	skill	NOUN
stem-5023	93	67	of	of	ADP
stem-5023	93	68	students	student	NOUN
stem-5023	93	69	(	(	PUNCT
stem-5023	93	70	starck	starck	PROPN
stem-5023	93	71	,	,	PUNCT
stem-5023	93	72	1999	1999	NUM
stem-5023	93	73	;	;	PUNCT
stem-5023	93	74	spencer	spencer	PROPN
stem-5023	93	75	,	,	PUNCT
stem-5023	93	76	1999	1999	NUM
stem-5023	93	77	;	;	PUNCT
stem-5023	93	78	barootchi	barootchi	NOUN
stem-5023	93	79	and	and	CCONJ
stem-5023	93	80	keshavarz	keshavarz	PROPN
stem-5023	93	81	,	,	PUNCT
stem-5023	93	82	2002	2002	NUM
stem-5023	93	83	;	;	PUNCT
stem-5023	93	84	enoki	enoki	NOUN
stem-5023	93	85	,	,	PUNCT
stem-5023	93	86	1992	1992	NUM
stem-5023	93	87	;	;	PUNCT
stem-5023	93	88	shober	shober	NOUN
stem-5023	93	89	,	,	PUNCT
stem-5023	93	90	1996	1996	NUM
stem-5023	93	91	;	;	PUNCT
stem-5023	93	92	yurdabakan	yurdabakan	PROPN
stem-5023	93	93	&	&	CCONJ
stem-5023	93	94	erdogan	erdogan	PROPN
stem-5023	93	95	,	,	PUNCT
stem-5023	93	96	2009	2009	NUM
stem-5023	93	97	)	)	PUNCT
stem-5023	93	98	.	.	PUNCT
stem-5023	94	1	2	2	X
stem-5023	94	2	.	.	X
stem-5023	94	3	in	in	ADP
stem-5023	94	4	most	most	ADJ
stem-5023	94	5	studies	study	NOUN
stem-5023	94	6	,	,	PUNCT
stem-5023	94	7	the	the	DET
stem-5023	94	8	use	use	NOUN
stem-5023	94	9	of	of	ADP
stem-5023	94	10	portfolios	portfolio	NOUN
stem-5023	94	11	led	lead	VERB
stem-5023	94	12	to	to	ADP
stem-5023	94	13	positive	positive	ADJ
stem-5023	94	14	attitudes	attitude	NOUN
stem-5023	94	15	towards	towards	ADP
stem-5023	94	16	reading	reading	NOUN
stem-5023	94	17	and	and	CCONJ
stem-5023	94	18	language	language	NOUN
stem-5023	94	19	arts	art	NOUN
stem-5023	94	20	(	(	PUNCT
stem-5023	94	21	calfee	calfee	NOUN
stem-5023	94	22	&	&	CCONJ
stem-5023	94	23	perfume	perfume	PROPN
stem-5023	94	24	,	,	PUNCT
stem-5023	94	25	1993	1993	NUM
stem-5023	94	26	;	;	PUNCT
stem-5023	94	27	valencia	valencia	PROPN
stem-5023	94	28	&	&	CCONJ
stem-5023	94	29	place	place	PROPN
stem-5023	94	30	,	,	PUNCT
stem-5023	94	31	1994	1994	NUM
stem-5023	94	32	)	)	PUNCT
stem-5023	94	33	,	,	PUNCT
stem-5023	94	34	writing	writing	NOUN
stem-5023	94	35	(	(	PUNCT
stem-5023	94	36	spencer	spencer	NOUN
stem-5023	94	37	,	,	PUNCT
stem-5023	94	38	1999	1999	NUM
stem-5023	94	39	)	)	PUNCT
stem-5023	94	40	,	,	PUNCT
stem-5023	94	41	learning	learn	VERB
stem-5023	94	42	itself	itself	PRON
stem-5023	94	43	(	(	PUNCT
stem-5023	94	44	zou	zou	PROPN
stem-5023	94	45	,	,	PUNCT
stem-5023	94	46	2002	2002	NUM
stem-5023	94	47	;	;	PUNCT
stem-5023	94	48	tiwari	tiwari	PROPN
stem-5023	94	49	,	,	PUNCT
stem-5023	94	50	2003	2003	NUM
stem-5023	94	51	)	)	PUNCT
stem-5023	94	52	.	.	PUNCT
stem-5023	95	1	61	61	NUM
stem-5023	95	2	american	american	ADJ
stem-5023	95	3	journal	journal	NOUN
stem-5023	95	4	of	of	ADP
stem-5023	95	5	language	language	NOUN
stem-5023	95	6	,	,	PUNCT
stem-5023	95	7	literacy	literacy	NOUN
stem-5023	95	8	and	and	CCONJ
stem-5023	95	9	learning	learn	VERB
stem-5023	95	10	in	in	ADP
stem-5023	95	11	stem	stem	NOUN
stem-5023	95	12	education	education	NOUN
stem-5023	95	13	www	www	PROPN
stem-5023	95	14	.	.	PROPN
stem-5023	96	1	grnjournal.us	grnjournal.us	X
stem-5023	96	2	3	3	X
stem-5023	96	3	.	.	PUNCT
stem-5023	97	1	it	it	PRON
stem-5023	97	2	is	be	AUX
stem-5023	97	3	shown	show	VERB
stem-5023	97	4	to	to	PART
stem-5023	97	5	better	well	ADV
stem-5023	97	6	assess	assess	VERB
stem-5023	97	7	student	student	NOUN
stem-5023	97	8	progress	progress	NOUN
stem-5023	97	9	,	,	PUNCT
stem-5023	97	10	strengths	strength	NOUN
stem-5023	97	11	,	,	PUNCT
stem-5023	97	12	and	and	CCONJ
stem-5023	97	13	weaknesses	weakness	NOUN
stem-5023	97	14	(	(	PUNCT
stem-5023	97	15	bushman	bushman	PROPN
stem-5023	97	16	&	&	CCONJ
stem-5023	97	17	schnitker	schnitker	PROPN
stem-5023	97	18	,	,	PUNCT
stem-5023	97	19	1995	1995	NUM
stem-5023	97	20	;	;	PUNCT
stem-5023	97	21	starck	starck	PROPN
stem-5023	97	22	,	,	PUNCT
stem-5023	97	23	1996	1996	NUM
stem-5023	97	24	;	;	PUNCT
stem-5023	97	25	gussie	gussie	PROPN
stem-5023	97	26	&	&	CCONJ
stem-5023	97	27	wright	wright	PROPN
stem-5023	97	28	,	,	PUNCT
stem-5023	97	29	1999	1999	NUM
stem-5023	97	30	)	)	PUNCT
stem-5023	97	31	.	.	PUNCT
stem-5023	98	1	4	4	X
stem-5023	98	2	.	.	X
stem-5023	98	3	instructors	instructor	NOUN
stem-5023	98	4	and	and	CCONJ
stem-5023	98	5	students	student	NOUN
stem-5023	98	6	need	need	VERB
stem-5023	98	7	instruction	instruction	NOUN
stem-5023	98	8	or	or	CCONJ
stem-5023	98	9	warm	warm	ADJ
stem-5023	98	10	-	-	PUNCT
stem-5023	98	11	up	up	ADP
stem-5023	98	12	training	training	NOUN
stem-5023	98	13	on	on	ADP
stem-5023	98	14	the	the	DET
stem-5023	98	15	use	use	NOUN
stem-5023	98	16	of	of	ADP
stem-5023	98	17	portfolios	portfolio	NOUN
stem-5023	98	18	(	(	PUNCT
stem-5023	98	19	bushman	bushman	PROPN
stem-5023	98	20	&	&	CCONJ
stem-5023	98	21	schnitker	schnitker	PROPN
stem-5023	98	22	,	,	PUNCT
stem-5023	98	23	1995	1995	NUM
stem-5023	98	24	;	;	PUNCT
stem-5023	98	25	starck	starck	PROPN
stem-5023	98	26	,	,	PUNCT
stem-5023	98	27	1996	1996	NUM
stem-5023	98	28	;	;	PUNCT
stem-5023	98	29	gussie	gussie	PROPN
stem-5023	98	30	&	&	CCONJ
stem-5023	98	31	wright	wright	PROPN
stem-5023	98	32	,	,	PUNCT
stem-5023	98	33	1999	1999	NUM
stem-5023	98	34	;	;	PUNCT
stem-5023	98	35	oğuz	oğuz	ADJ
stem-5023	98	36	,	,	PUNCT
stem-5023	98	37	2003	2003	NUM
stem-5023	98	38	)	)	PUNCT
stem-5023	98	39	.	.	PUNCT
stem-5023	99	1	5	5	X
stem-5023	99	2	.	.	X
stem-5023	99	3	they	they	PRON
stem-5023	99	4	motivate	motivate	VERB
stem-5023	99	5	students	student	NOUN
stem-5023	99	6	,	,	PUNCT
stem-5023	99	7	encourage	encourage	VERB
stem-5023	99	8	critical	critical	ADJ
stem-5023	99	9	thinking	thinking	NOUN
stem-5023	99	10	and	and	CCONJ
stem-5023	99	11	problem	problem	NOUN
stem-5023	99	12	-	-	PUNCT
stem-5023	99	13	solving	solving	NOUN
stem-5023	99	14	,	,	PUNCT
stem-5023	99	15	increase	increase	VERB
stem-5023	99	16	learner	learner	NOUN
stem-5023	99	17	responsibility	responsibility	NOUN
stem-5023	99	18	,	,	PUNCT
stem-5023	99	19	decrease	decrease	VERB
stem-5023	99	20	anxiety	anxiety	NOUN
stem-5023	99	21	,	,	PUNCT
stem-5023	99	22	and	and	CCONJ
stem-5023	99	23	lead	lead	VERB
stem-5023	99	24	to	to	ADP
stem-5023	99	25	higher	high	ADJ
stem-5023	99	26	student	student	NOUN
stem-5023	99	27	participation	participation	NOUN
stem-5023	99	28	(	(	PUNCT
stem-5023	99	29	shorb	shorb	NOUN
stem-5023	99	30	,	,	PUNCT
stem-5023	99	31	1995	1995	NUM
stem-5023	99	32	;	;	PUNCT
stem-5023	99	33	bujan	bujan	NOUN
stem-5023	99	34	,	,	PUNCT
stem-5023	99	35	1995	1995	NUM
stem-5023	99	36	;	;	PUNCT
stem-5023	99	37	slater	slater	NOUN
stem-5023	99	38	et	et	PROPN
stem-5023	99	39	al	al	PROPN
stem-5023	99	40	,	,	PUNCT
stem-5023	99	41	1997	1997	NUM
stem-5023	99	42	;	;	PUNCT
stem-5023	99	43	zou	zou	PROPN
stem-5023	99	44	,	,	PUNCT
stem-5023	99	45	2002	2002	NUM
stem-5023	99	46	;	;	PUNCT
stem-5023	99	47	barootchi	barootchi	NOUN
stem-5023	99	48	and	and	CCONJ
stem-5023	99	49	keshavarz	keshavarz	PROPN
stem-5023	99	50	,	,	PUNCT
stem-5023	99	51	2002	2002	NUM
stem-5023	99	52	;	;	PUNCT
stem-5023	99	53	alabdelwahab	alabdelwahab	PROPN
stem-5023	99	54	,	,	PUNCT
stem-5023	99	55	2002	2002	NUM
stem-5023	99	56	)	)	PUNCT
stem-5023	99	57	.	.	PUNCT
stem-5023	100	1	6	6	X
stem-5023	100	2	.	.	X
stem-5023	100	3	on	on	ADP
stem-5023	100	4	the	the	DET
stem-5023	100	5	other	other	ADJ
stem-5023	100	6	hand	hand	NOUN
stem-5023	100	7	,	,	PUNCT
stem-5023	100	8	organization	organization	NOUN
stem-5023	100	9	and	and	CCONJ
stem-5023	100	10	scoring	scoring	NOUN
stem-5023	100	11	of	of	ADP
stem-5023	100	12	portfolios	portfolio	NOUN
stem-5023	100	13	may	may	AUX
stem-5023	100	14	be	be	AUX
stem-5023	100	15	problematic	problematic	ADJ
stem-5023	100	16	(	(	PUNCT
stem-5023	100	17	gussie	gussie	PROPN
stem-5023	100	18	&	&	CCONJ
stem-5023	100	19	wright	wright	PROPN
stem-5023	100	20	,	,	PUNCT
stem-5023	100	21	1999	1999	NUM
stem-5023	100	22	;	;	PUNCT
stem-5023	100	23	starck	starck	PROPN
stem-5023	100	24	,	,	PUNCT
stem-5023	100	25	1996	1996	NUM
stem-5023	100	26	)	)	PUNCT
stem-5023	100	27	and	and	CCONJ
stem-5023	100	28	requires	require	VERB
stem-5023	100	29	more	more	ADJ
stem-5023	100	30	time	time	NOUN
stem-5023	100	31	and	and	CCONJ
stem-5023	100	32	effort	effort	NOUN
stem-5023	100	33	on	on	ADP
stem-5023	100	34	the	the	DET
stem-5023	100	35	part	part	NOUN
stem-5023	100	36	of	of	ADP
stem-5023	100	37	teachers	teacher	NOUN
stem-5023	100	38	(	(	PUNCT
stem-5023	100	39	oğuz	oğuz	ADJ
stem-5023	100	40	,	,	PUNCT
stem-5023	100	41	2003	2003	NUM
stem-5023	100	42	;	;	PUNCT
stem-5023	100	43	yurdabakan	yurdabakan	PROPN
stem-5023	100	44	&	&	CCONJ
stem-5023	100	45	erdogan	erdogan	PROPN
stem-5023	100	46	,	,	PUNCT
stem-5023	100	47	2009	2009	NUM
stem-5023	100	48	)	)	PUNCT
stem-5023	100	49	.	.	PUNCT
stem-5023	101	1	conclusion	conclusion	NOUN
stem-5023	101	2	based	base	VERB
stem-5023	101	3	on	on	ADP
stem-5023	101	4	the	the	DET
stem-5023	101	5	information	information	NOUN
stem-5023	101	6	above	above	ADV
stem-5023	101	7	,	,	PUNCT
stem-5023	101	8	portfolio	portfolio	NOUN
stem-5023	101	9	assessment	assessment	NOUN
stem-5023	101	10	emerges	emerge	VERB
stem-5023	101	11	as	as	ADP
stem-5023	101	12	a	a	DET
stem-5023	101	13	multifaceted	multifaceted	ADJ
stem-5023	101	14	tool	tool	NOUN
stem-5023	101	15	with	with	ADP
stem-5023	101	16	transformative	transformative	ADJ
stem-5023	101	17	potential	potential	NOUN
stem-5023	101	18	in	in	ADP
stem-5023	101	19	educational	educational	ADJ
stem-5023	101	20	settings	setting	NOUN
stem-5023	101	21	.	.	PUNCT
stem-5023	102	1	through	through	ADP
stem-5023	102	2	our	our	PRON
stem-5023	102	3	exploration	exploration	NOUN
stem-5023	102	4	of	of	ADP
stem-5023	102	5	its	its	PRON
stem-5023	102	6	benefits	benefit	NOUN
stem-5023	102	7	,	,	PUNCT
stem-5023	102	8	including	include	VERB
stem-5023	102	9	enhanced	enhance	VERB
stem-5023	102	10	student	student	NOUN
stem-5023	102	11	engagement	engagement	NOUN
stem-5023	102	12	,	,	PUNCT
stem-5023	102	13	the	the	DET
stem-5023	102	14	development	development	NOUN
stem-5023	102	15	of	of	ADP
stem-5023	102	16	critical	critical	ADJ
stem-5023	102	17	thinking	thinking	NOUN
stem-5023	102	18	skills	skill	NOUN
stem-5023	102	19	,	,	PUNCT
stem-5023	102	20	and	and	CCONJ
stem-5023	102	21	the	the	DET
stem-5023	102	22	provision	provision	NOUN
stem-5023	102	23	of	of	ADP
stem-5023	102	24	authentic	authentic	ADJ
stem-5023	102	25	learning	learning	NOUN
stem-5023	102	26	experiences	experience	NOUN
stem-5023	102	27	,	,	PUNCT
stem-5023	102	28	it	it	PRON
stem-5023	102	29	becomes	become	VERB
stem-5023	102	30	evident	evident	ADJ
stem-5023	102	31	that	that	SCONJ
stem-5023	102	32	portfolio	portfolio	NOUN
stem-5023	102	33	assessment	assessment	NOUN
stem-5023	102	34	offers	offer	VERB
stem-5023	102	35	a	a	DET
stem-5023	102	36	holistic	holistic	ADJ
stem-5023	102	37	approach	approach	NOUN
stem-5023	102	38	to	to	ADP
stem-5023	102	39	understanding	understanding	NOUN
stem-5023	102	40	and	and	CCONJ
stem-5023	102	41	evaluating	evaluate	VERB
stem-5023	102	42	student	student	NOUN
stem-5023	102	43	learning	learning	NOUN
stem-5023	102	44	.	.	PUNCT
stem-5023	103	1	as	as	ADP
stem-5023	103	2	educators	educator	NOUN
stem-5023	103	3	,	,	PUNCT
stem-5023	103	4	we	we	PRON
stem-5023	103	5	must	must	AUX
stem-5023	103	6	recognize	recognize	VERB
stem-5023	103	7	the	the	DET
stem-5023	103	8	value	value	NOUN
stem-5023	103	9	of	of	ADP
stem-5023	103	10	incorporating	incorporate	VERB
stem-5023	103	11	portfolio	portfolio	NOUN
stem-5023	103	12	assessment	assessment	NOUN
stem-5023	103	13	into	into	ADP
stem-5023	103	14	our	our	PRON
stem-5023	103	15	teaching	teaching	NOUN
stem-5023	103	16	practices	practice	NOUN
stem-5023	103	17	,	,	PUNCT
stem-5023	103	18	leveraging	leverage	VERB
stem-5023	103	19	its	its	PRON
stem-5023	103	20	capacity	capacity	NOUN
stem-5023	103	21	to	to	PART
stem-5023	103	22	empower	empower	VERB
stem-5023	103	23	students	student	NOUN
stem-5023	103	24	as	as	ADP
stem-5023	103	25	active	active	ADJ
stem-5023	103	26	participants	participant	NOUN
stem-5023	103	27	in	in	ADP
stem-5023	103	28	their	their	PRON
stem-5023	103	29	learning	learn	VERB
stem-5023	103	30	journey	journey	NOUN
stem-5023	103	31	.	.	PUNCT
stem-5023	104	1	by	by	ADP
stem-5023	104	2	embracing	embrace	VERB
stem-5023	104	3	portfolio	portfolio	NOUN
stem-5023	104	4	assessment	assessment	NOUN
stem-5023	104	5	,	,	PUNCT
stem-5023	104	6	we	we	PRON
stem-5023	104	7	enrich	enrich	VERB
stem-5023	104	8	the	the	DET
stem-5023	104	9	assessment	assessment	NOUN
stem-5023	104	10	landscape	landscape	NOUN
stem-5023	104	11	and	and	CCONJ
stem-5023	104	12	cultivate	cultivate	VERB
stem-5023	104	13	a	a	DET
stem-5023	104	14	culture	culture	NOUN
stem-5023	104	15	of	of	ADP
stem-5023	104	16	reflection	reflection	NOUN
stem-5023	104	17	,	,	PUNCT
stem-5023	104	18	growth	growth	NOUN
stem-5023	104	19	,	,	PUNCT
stem-5023	104	20	and	and	CCONJ
stem-5023	104	21	meaningful	meaningful	ADJ
stem-5023	104	22	learning	learn	VERB
stem-5023	104	23	outcomes	outcome	NOUN
stem-5023	104	24	.	.	PUNCT
stem-5023	105	1	as	as	SCONJ
stem-5023	105	2	we	we	PRON
stem-5023	105	3	move	move	VERB
stem-5023	105	4	forward	forward	ADV
stem-5023	105	5	,	,	PUNCT
stem-5023	105	6	let	let	VERB
stem-5023	105	7	us	we	PRON
stem-5023	105	8	continue	continue	VERB
stem-5023	105	9	to	to	PART
stem-5023	105	10	explore	explore	VERB
stem-5023	105	11	,	,	PUNCT
stem-5023	105	12	innovate	innovate	VERB
stem-5023	105	13	,	,	PUNCT
stem-5023	105	14	and	and	CCONJ
stem-5023	105	15	harness	harnes	VERB
stem-5023	105	16	the	the	DET
stem-5023	105	17	power	power	NOUN
stem-5023	105	18	of	of	ADP
stem-5023	105	19	portfolio	portfolio	NOUN
stem-5023	105	20	assessment	assessment	NOUN
stem-5023	105	21	to	to	PART
stem-5023	105	22	nurture	nurture	VERB
stem-5023	105	23	every	every	DET
stem-5023	105	24	learner	learner	NOUN
stem-5023	105	25	's	's	PART
stem-5023	105	26	diverse	diverse	ADJ
stem-5023	105	27	talents	talent	NOUN
stem-5023	105	28	and	and	CCONJ
stem-5023	105	29	potential	potential	ADJ
stem-5023	105	30	.	.	PUNCT
stem-5023	106	1	"	"	PUNCT
stem-5023	106	2	reference	reference	NOUN
stem-5023	106	3	1	1	NUM
stem-5023	106	4	.	.	PUNCT
stem-5023	107	1	j.	j.	PROPN
stem-5023	107	2	shin	shin	PROPN
stem-5023	107	3	2014	2014	NUM
stem-5023	107	4	“	"	PUNCT
stem-5023	107	5	teaching	teach	VERB
stem-5023	107	6	young	young	ADJ
stem-5023	107	7	learners	learner	NOUN
stem-5023	107	8	”	"	PUNCT
stem-5023	107	9	.	.	PUNCT
stem-5023	108	1	2	2	X
stem-5023	108	2	.	.	PUNCT
stem-5023	108	3	“	"	PUNCT
stem-5023	108	4	assessing	assess	VERB
stem-5023	108	5	young	young	ADJ
stem-5023	108	6	language	language	NOUN
stem-5023	108	7	learners	learner	NOUN
stem-5023	108	8	”	"	PUNCT
stem-5023	108	9	,	,	PUNCT
stem-5023	108	10	penny	penny	PROPN
stem-5023	108	11	mckay	mckay	PROPN
stem-5023	108	12	,	,	PUNCT
stem-5023	108	13	cambridge	cambridge	PROPN
stem-5023	108	14	university	university	PROPN
stem-5023	108	15	press	press	PROPN
stem-5023	108	16	3	3	NUM
stem-5023	108	17	.	.	PUNCT
stem-5023	108	18	http://uk.ujs.sk/dl/3778/puskas.pdf	http://uk.ujs.sk/dl/3778/puskas.pdf	NUM
stem-5023	108	19	4	4	NUM
stem-5023	108	20	.	.	PUNCT
stem-5023	108	21	https://www.tandfonline.com/doi/full/10.1080/2331186x.2023.2195749	https://www.tandfonline.com/doi/full/10.1080/2331186x.2023.2195749	NOUN
stem-5023	108	22	5	5	NUM
stem-5023	108	23	.	.	PUNCT
stem-5023	109	1	https://www.educasciences.org/assessment-strategies-portfolioassessment#:~:text=portfolio%20assessment%20has%20a%20number%20of%20benefits.%20it	https://www.educasciences.org/assessment-strategies-portfolioassessment#:~:text=portfolio%20assessment%20has%20a%20number%20of%20benefits.%20it	PROPN
stem-5023	109	2	,	,	PUNCT
stem-5023	109	3	student%20and%20allows%20them%20to%20personalize%20instruction%20accordingly	student%20and%20allows%20them%20to%20personalize%20instruction%20accordingly	ADV
stem-5023	109	4	..	..	PUNCT
stem-5023	109	5	http://uk.ujs.sk/dl/3778/puskas.pdf	http://uk.ujs.sk/dl/3778/puskas.pdf	NUM
stem-5023	109	6	https://www.tandfonline.com/doi/full/10.1080/2331186x.2023.2195749	https://www.tandfonline.com/doi/full/10.1080/2331186x.2023.2195749	NOUN