id	sid	tid	token	lemma	pos
ajote-6762	1	1	analysis	analysis	NOUN
ajote-6762	1	2	of	of	ADP
ajote-6762	1	3	item	item	NOUN
ajote-6762	1	4	writing	write	VERB
ajote-6762	1	5	flaws	flaw	NOUN
ajote-6762	1	6	in	in	ADP
ajote-6762	1	7	a	a	DET
ajote-6762	1	8	communications	communication	NOUN
ajote-6762	1	9	skills	skill	NOUN
ajote-6762	1	10	test	test	NOUN
ajote-6762	1	11	in	in	ADP
ajote-6762	1	12	a	a	DET
ajote-6762	1	13	ghanaian	ghanaian	ADJ
ajote-6762	1	14	university	university	NOUN
ajote-6762	1	15	ato	ato	NOUN
ajote-6762	1	16	kwamina	kwamina	PROPN
ajote-6762	1	17	arhin,1	arhin,1	PROPN
ajote-6762	1	18	jonathan	jonathan	PROPN
ajote-6762	1	19	essuman,2	essuman,2	PROPN
ajote-6762	1	20	&	&	CCONJ
ajote-6762	1	21	ekua	ekua	VERB
ajote-6762	1	22	arhin3	arhin3	NOUN
ajote-6762	2	1	1,2	1,2	NUM
ajote-6762	2	2	faculty	faculty	NOUN
ajote-6762	2	3	of	of	ADP
ajote-6762	2	4	education	education	NOUN
ajote-6762	2	5	and	and	CCONJ
ajote-6762	2	6	communication	communication	NOUN
ajote-6762	2	7	sciences	science	NOUN
ajote-6762	2	8	,	,	PUNCT
ajote-6762	2	9	aamusted	aamuste	VERB
ajote-6762	2	10	,	,	PUNCT
ajote-6762	2	11	kumasi	kumasi	NOUN
ajote-6762	2	12	,	,	PUNCT
ajote-6762	2	13	ghana	ghana	PROPN
ajote-6762	2	14	3department	3department	NUM
ajote-6762	2	15	of	of	ADP
ajote-6762	2	16	education	education	NOUN
ajote-6762	2	17	,	,	PUNCT
ajote-6762	2	18	ola	ola	PROPN
ajote-6762	2	19	college	college	PROPN
ajote-6762	2	20	of	of	ADP
ajote-6762	2	21	education	education	NOUN
ajote-6762	2	22	,	,	PUNCT
ajote-6762	2	23	cape	cape	NOUN
ajote-6762	2	24	coast	coast	NOUN
ajote-6762	2	25	,	,	PUNCT
ajote-6762	3	1	ghana	ghana	PROPN
ajote-6762	3	2	abstract	abstract	PROPN
ajote-6762	3	3	adhering	adhere	VERB
ajote-6762	3	4	to	to	ADP
ajote-6762	3	5	the	the	DET
ajote-6762	3	6	rules	rule	NOUN
ajote-6762	3	7	governing	govern	VERB
ajote-6762	3	8	the	the	DET
ajote-6762	3	9	writing	writing	NOUN
ajote-6762	3	10	of	of	ADP
ajote-6762	3	11	multiple	multiple	ADJ
ajote-6762	3	12	-	-	PUNCT
ajote-6762	3	13	choice	choice	NOUN
ajote-6762	3	14	test	test	NOUN
ajote-6762	3	15	items	item	NOUN
ajote-6762	3	16	will	will	AUX
ajote-6762	3	17	ensure	ensure	VERB
ajote-6762	3	18	quality	quality	NOUN
ajote-6762	3	19	and	and	CCONJ
ajote-6762	3	20	validity	validity	NOUN
ajote-6762	3	21	.	.	PUNCT
ajote-6762	4	1	however	however	ADV
ajote-6762	4	2	,	,	PUNCT
ajote-6762	4	3	realizing	realize	VERB
ajote-6762	4	4	this	this	DET
ajote-6762	4	5	ideal	ideal	NOUN
ajote-6762	4	6	could	could	AUX
ajote-6762	4	7	be	be	AUX
ajote-6762	4	8	challenging	challenge	VERB
ajote-6762	4	9	for	for	ADP
ajote-6762	4	10	non	non	ADJ
ajote-6762	4	11	-	-	ADJ
ajote-6762	4	12	native	native	ADJ
ajote-6762	4	13	english	english	ADJ
ajote-6762	4	14	language	language	NOUN
ajote-6762	4	15	teachers	teacher	NOUN
ajote-6762	4	16	and	and	CCONJ
ajote-6762	4	17	students	student	NOUN
ajote-6762	4	18	.	.	PUNCT
ajote-6762	5	1	this	this	PRON
ajote-6762	5	2	is	be	AUX
ajote-6762	5	3	especially	especially	ADV
ajote-6762	5	4	so	so	ADV
ajote-6762	5	5	for	for	ADP
ajote-6762	5	6	non	non	ADJ
ajote-6762	5	7	-	-	ADJ
ajote-6762	5	8	native	native	ADJ
ajote-6762	5	9	english	english	ADJ
ajote-6762	5	10	language	language	NOUN
ajote-6762	5	11	teachers	teacher	NOUN
ajote-6762	5	12	because	because	SCONJ
ajote-6762	5	13	developing	develop	VERB
ajote-6762	5	14	test	test	NOUN
ajote-6762	5	15	items	item	NOUN
ajote-6762	5	16	in	in	ADP
ajote-6762	5	17	a	a	DET
ajote-6762	5	18	language	language	NOUN
ajote-6762	5	19	that	that	PRON
ajote-6762	5	20	neither	neither	CCONJ
ajote-6762	5	21	they	they	PRON
ajote-6762	5	22	nor	nor	CCONJ
ajote-6762	5	23	their	their	PRON
ajote-6762	5	24	students	student	NOUN
ajote-6762	5	25	use	use	VERB
ajote-6762	5	26	as	as	SCONJ
ajote-6762	5	27	their	their	PRON
ajote-6762	5	28	mother	mother	NOUN
ajote-6762	5	29	tongue	tongue	NOUN
ajote-6762	5	30	raises	raise	VERB
ajote-6762	5	31	a	a	DET
ajote-6762	5	32	multitude	multitude	NOUN
ajote-6762	5	33	of	of	ADP
ajote-6762	5	34	issues	issue	NOUN
ajote-6762	5	35	related	relate	VERB
ajote-6762	5	36	to	to	ADP
ajote-6762	5	37	quality	quality	NOUN
ajote-6762	5	38	and	and	CCONJ
ajote-6762	5	39	validity	validity	NOUN
ajote-6762	5	40	.	.	PUNCT
ajote-6762	6	1	a	a	DET
ajote-6762	6	2	descriptive	descriptive	ADJ
ajote-6762	6	3	study	study	NOUN
ajote-6762	6	4	on	on	ADP
ajote-6762	6	5	this	this	DET
ajote-6762	6	6	problem	problem	NOUN
ajote-6762	6	7	was	be	AUX
ajote-6762	6	8	conducted	conduct	VERB
ajote-6762	6	9	at	at	ADP
ajote-6762	6	10	a	a	DET
ajote-6762	6	11	technical	technical	ADJ
ajote-6762	6	12	university	university	NOUN
ajote-6762	6	13	in	in	ADP
ajote-6762	6	14	ghana	ghana	PROPN
ajote-6762	6	15	which	which	PRON
ajote-6762	6	16	focused	focus	VERB
ajote-6762	6	17	on	on	ADP
ajote-6762	6	18	item	item	NOUN
ajote-6762	6	19	writing	write	VERB
ajote-6762	6	20	flaws	flaw	NOUN
ajote-6762	6	21	in	in	ADP
ajote-6762	6	22	a	a	DET
ajote-6762	6	23	communication	communication	NOUN
ajote-6762	6	24	skills	skill	NOUN
ajote-6762	6	25	test	test	NOUN
ajote-6762	6	26	.	.	PUNCT
ajote-6762	7	1	the	the	DET
ajote-6762	7	2	use	use	NOUN
ajote-6762	7	3	of	of	ADP
ajote-6762	7	4	multiple	multiple	ADJ
ajote-6762	7	5	-	-	PUNCT
ajote-6762	7	6	choice	choice	NOUN
ajote-6762	7	7	test	test	NOUN
ajote-6762	7	8	in	in	ADP
ajote-6762	7	9	ghanaian	ghanaian	ADJ
ajote-6762	7	10	universities	university	NOUN
ajote-6762	7	11	has	have	AUX
ajote-6762	7	12	increased	increase	VERB
ajote-6762	7	13	over	over	ADP
ajote-6762	7	14	the	the	DET
ajote-6762	7	15	last	last	ADJ
ajote-6762	7	16	decade	decade	NOUN
ajote-6762	7	17	due	due	ADP
ajote-6762	7	18	to	to	ADP
ajote-6762	7	19	increasing	increase	VERB
ajote-6762	7	20	student	student	NOUN
ajote-6762	7	21	intake	intake	NOUN
ajote-6762	7	22	.	.	PUNCT
ajote-6762	8	1	a	a	DET
ajote-6762	8	2	20	20	NUM
ajote-6762	8	3	-	-	PUNCT
ajote-6762	8	4	item	item	NOUN
ajote-6762	8	5	multiple	multiple	ADJ
ajote-6762	8	6	-	-	PUNCT
ajote-6762	8	7	choice	choice	NOUN
ajote-6762	8	8	test	test	NOUN
ajote-6762	8	9	in	in	ADP
ajote-6762	8	10	communication	communication	NOUN
ajote-6762	8	11	skills	skill	NOUN
ajote-6762	8	12	was	be	AUX
ajote-6762	8	13	administered	administer	VERB
ajote-6762	8	14	to	to	ADP
ajote-6762	8	15	110	110	NUM
ajote-6762	8	16	students	student	NOUN
ajote-6762	8	17	.	.	PUNCT
ajote-6762	9	1	the	the	DET
ajote-6762	9	2	test	test	NOUN
ajote-6762	9	3	items	item	NOUN
ajote-6762	9	4	were	be	AUX
ajote-6762	9	5	analyzed	analyze	VERB
ajote-6762	9	6	using	use	VERB
ajote-6762	9	7	a	a	DET
ajote-6762	9	8	framework	framework	NOUN
ajote-6762	9	9	informed	inform	VERB
ajote-6762	9	10	by	by	ADP
ajote-6762	9	11	standard	standard	ADJ
ajote-6762	9	12	item	item	NOUN
ajote-6762	9	13	writing	write	VERB
ajote-6762	9	14	principles	principle	NOUN
ajote-6762	9	15	based	base	VERB
ajote-6762	9	16	on	on	ADP
ajote-6762	9	17	the	the	DET
ajote-6762	9	18	revised	revised	ADJ
ajote-6762	9	19	taxonomy	taxonomy	NOUN
ajote-6762	9	20	of	of	ADP
ajote-6762	9	21	multiple	multiple	ADJ
ajote-6762	9	22	-	-	PUNCT
ajote-6762	9	23	choice	choice	NOUN
ajote-6762	9	24	item	item	NOUN
ajote-6762	9	25	-	-	PUNCT
ajote-6762	9	26	writing	write	VERB
ajote-6762	9	27	guides	guide	NOUN
ajote-6762	9	28	by	by	ADP
ajote-6762	9	29	haladyna	haladyna	NOUN
ajote-6762	9	30	,	,	PUNCT
ajote-6762	9	31	downing	downing	NOUN
ajote-6762	9	32	and	and	CCONJ
ajote-6762	9	33	rodriguez	rodriguez	PROPN
ajote-6762	9	34	(	(	PUNCT
ajote-6762	9	35	2002	2002	NUM
ajote-6762	9	36	)	)	PUNCT
ajote-6762	9	37	.	.	PUNCT
ajote-6762	10	1	the	the	DET
ajote-6762	10	2	facility	facility	NOUN
ajote-6762	10	3	and	and	CCONJ
ajote-6762	10	4	discrimination	discrimination	NOUN
ajote-6762	10	5	index	index	NOUN
ajote-6762	10	6	(	(	PUNCT
ajote-6762	10	7	di	di	NOUN
ajote-6762	10	8	)	)	PUNCT
ajote-6762	10	9	was	be	AUX
ajote-6762	10	10	calculated	calculate	VERB
ajote-6762	10	11	for	for	ADP
ajote-6762	10	12	all	all	DET
ajote-6762	10	13	the	the	DET
ajote-6762	10	14	items	item	NOUN
ajote-6762	10	15	.	.	PUNCT
ajote-6762	11	1	in	in	ADP
ajote-6762	11	2	total	total	ADJ
ajote-6762	11	3	,	,	PUNCT
ajote-6762	11	4	60	60	NUM
ajote-6762	11	5	%	%	NOUN
ajote-6762	11	6	of	of	ADP
ajote-6762	11	7	the	the	DET
ajote-6762	11	8	items	item	NOUN
ajote-6762	11	9	were	be	AUX
ajote-6762	11	10	flawed	flaw	VERB
ajote-6762	11	11	based	base	VERB
ajote-6762	11	12	on	on	ADP
ajote-6762	11	13	standard	standard	ADJ
ajote-6762	11	14	items	item	NOUN
ajote-6762	11	15	writing	write	VERB
ajote-6762	11	16	principles	principle	NOUN
ajote-6762	11	17	.	.	PUNCT
ajote-6762	12	1	the	the	DET
ajote-6762	12	2	most	most	ADV
ajote-6762	12	3	violated	violate	VERB
ajote-6762	12	4	guideline	guideline	NOUN
ajote-6762	12	5	was	be	AUX
ajote-6762	12	6	wording	wording	NOUN
ajote-6762	12	7	stems	stem	VERB
ajote-6762	12	8	negatively	negatively	ADV
ajote-6762	12	9	.	.	PUNCT
ajote-6762	13	1	pearson	pearson	PROPN
ajote-6762	13	2	correlation	correlation	NOUN
ajote-6762	13	3	analysis	analysis	NOUN
ajote-6762	13	4	indicated	indicate	VERB
ajote-6762	13	5	a	a	DET
ajote-6762	13	6	weak	weak	ADJ
ajote-6762	13	7	relationship	relationship	NOUN
ajote-6762	13	8	between	between	ADP
ajote-6762	13	9	the	the	DET
ajote-6762	13	10	difficulty	difficulty	NOUN
ajote-6762	13	11	and	and	CCONJ
ajote-6762	13	12	discrimination	discrimination	NOUN
ajote-6762	13	13	indices	index	NOUN
ajote-6762	13	14	.	.	PUNCT
ajote-6762	14	1	using	use	VERB
ajote-6762	14	2	the	the	DET
ajote-6762	14	3	discrimination	discrimination	NOUN
ajote-6762	14	4	indices	index	NOUN
ajote-6762	14	5	of	of	ADP
ajote-6762	14	6	the	the	DET
ajote-6762	14	7	flawed	flawed	ADJ
ajote-6762	14	8	items	item	NOUN
ajote-6762	14	9	showed	show	VERB
ajote-6762	14	10	that	that	SCONJ
ajote-6762	14	11	84.6	84.6	NUM
ajote-6762	14	12	%	%	NOUN
ajote-6762	14	13	of	of	ADP
ajote-6762	14	14	them	they	PRON
ajote-6762	14	15	had	have	VERB
ajote-6762	14	16	discrimination	discrimination	NOUN
ajote-6762	14	17	indices	index	NOUN
ajote-6762	14	18	below	below	ADP
ajote-6762	14	19	the	the	DET
ajote-6762	14	20	optimal	optimal	ADJ
ajote-6762	14	21	level	level	NOUN
ajote-6762	14	22	of	of	ADP
ajote-6762	14	23	0.40	0.40	NUM
ajote-6762	14	24	and	and	CCONJ
ajote-6762	14	25	above	above	ADV
ajote-6762	14	26	.	.	PUNCT
ajote-6762	15	1	the	the	DET
ajote-6762	15	2	lowest	low	ADJ
ajote-6762	15	3	di	di	NOUN
ajote-6762	15	4	was	be	AUX
ajote-6762	15	5	recorded	record	VERB
ajote-6762	15	6	by	by	ADP
ajote-6762	15	7	an	an	DET
ajote-6762	15	8	item	item	NOUN
ajote-6762	15	9	with	with	ADP
ajote-6762	15	10	which	which	PRON
ajote-6762	15	11	was	be	AUX
ajote-6762	15	12	worded	word	VERB
ajote-6762	15	13	negatively	negatively	ADV
ajote-6762	15	14	.	.	PUNCT
ajote-6762	16	1	the	the	DET
ajote-6762	16	2	mean	mean	ADJ
ajote-6762	16	3	facility	facility	NOUN
ajote-6762	16	4	of	of	ADP
ajote-6762	16	5	the	the	DET
ajote-6762	16	6	test	test	NOUN
ajote-6762	16	7	was	be	AUX
ajote-6762	16	8	45	45	NUM
ajote-6762	16	9	%	%	NOUN
ajote-6762	16	10	.	.	PUNCT
ajote-6762	17	1	it	it	PRON
ajote-6762	17	2	was	be	AUX
ajote-6762	17	3	observed	observe	VERB
ajote-6762	17	4	that	that	SCONJ
ajote-6762	17	5	the	the	DET
ajote-6762	17	6	flawed	flawed	ADJ
ajote-6762	17	7	items	item	NOUN
ajote-6762	17	8	were	be	AUX
ajote-6762	17	9	more	more	ADV
ajote-6762	17	10	difficult	difficult	ADJ
ajote-6762	17	11	than	than	ADP
ajote-6762	17	12	the	the	DET
ajote-6762	17	13	non	non	ADJ
ajote-6762	17	14	-	-	ADJ
ajote-6762	17	15	flawed	flawed	ADJ
ajote-6762	17	16	items	item	NOUN
ajote-6762	17	17	.	.	PUNCT
ajote-6762	18	1	the	the	DET
ajote-6762	18	2	study	study	NOUN
ajote-6762	18	3	suggested	suggest	VERB
ajote-6762	18	4	that	that	SCONJ
ajote-6762	18	5	test	test	NOUN
ajote-6762	18	6	items	item	NOUN
ajote-6762	18	7	must	must	AUX
ajote-6762	18	8	be	be	AUX
ajote-6762	18	9	properly	properly	ADV
ajote-6762	18	10	reviewed	review	VERB
ajote-6762	18	11	before	before	SCONJ
ajote-6762	18	12	they	they	PRON
ajote-6762	18	13	are	be	AUX
ajote-6762	18	14	used	use	VERB
ajote-6762	18	15	to	to	PART
ajote-6762	18	16	assess	assess	VERB
ajote-6762	18	17	students	student	NOUN
ajote-6762	18	18	’	'	PUNCT
ajote-6762	18	19	knowledge	knowledge	NOUN
ajote-6762	18	20	.	.	PUNCT
ajote-6762	19	1	keywords	keyword	NOUN
ajote-6762	19	2	:	:	PUNCT
ajote-6762	19	3	discrimination	discrimination	NOUN
ajote-6762	19	4	index	index	NOUN
ajote-6762	19	5	,	,	PUNCT
ajote-6762	19	6	facility	facility	NOUN
ajote-6762	19	7	,	,	PUNCT
ajote-6762	19	8	flawed	flawed	ADJ
ajote-6762	19	9	item	item	NOUN
ajote-6762	19	10	,	,	PUNCT
ajote-6762	19	11	multiple	multiple	ADJ
ajote-6762	19	12	-	-	PUNCT
ajote-6762	19	13	choice	choice	NOUN
ajote-6762	19	14	item	item	NOUN
ajote-6762	19	15	issn	issn	PROPN
ajote-6762	19	16	1916	1916	NUM
ajote-6762	19	17	-	-	SYM
ajote-6762	19	18	7822	7822	NUM
ajote-6762	19	19	.	.	PUNCT
ajote-6762	20	1	a	a	DET
ajote-6762	20	2	journal	journal	NOUN
ajote-6762	20	3	of	of	ADP
ajote-6762	20	4	spread	spread	ADJ
ajote-6762	20	5	corporation	corporation	NOUN
ajote-6762	20	6	volume	volume	NOUN
ajote-6762	20	7	10	10	NUM
ajote-6762	20	8	.	.	PUNCT
ajote-6762	21	1	no	no	INTJ
ajote-6762	21	2	.	.	NOUN
ajote-6762	21	3	2	2	NUM
ajote-6762	21	4	2021	2021	NUM
ajote-6762	21	5	pages	page	NOUN
ajote-6762	21	6	121	121	NUM
ajote-6762	21	7	-	-	SYM
ajote-6762	21	8	143	143	NUM
ajote-6762	21	9	https://journal.lib.uoguelph.ca/index.php/ajote/index	https://journal.lib.uoguelph.ca/index.php/ajote/index	NOUN
ajote-6762	21	10	ato	ato	PROPN
ajote-6762	21	11	kwamina	kwamina	PROPN
ajote-6762	21	12	arhin	arhin	PROPN
ajote-6762	21	13	,	,	PUNCT
ajote-6762	21	14	jonathan	jonathan	PROPN
ajote-6762	21	15	essuman	essuman	PROPN
ajote-6762	21	16	,	,	PUNCT
ajote-6762	21	17	&	&	CCONJ
ajote-6762	21	18	ekua	ekua	PROPN
ajote-6762	21	19	arhin	arhin	PROPN
ajote-6762	21	20	ajote	ajote	PROPN
ajote-6762	21	21	vol.10	vol.10	NOUN
ajote-6762	21	22	no	no	INTJ
ajote-6762	21	23	.	.	NOUN
ajote-6762	21	24	2	2	NUM
ajote-6762	21	25	(	(	PUNCT
ajote-6762	21	26	2021	2021	NUM
ajote-6762	21	27	)	)	PUNCT
ajote-6762	21	28	,	,	PUNCT
ajote-6762	21	29	121	121	NUM
ajote-6762	21	30	-	-	SYM
ajote-6762	21	31	143	143	NUM
ajote-6762	21	32	122	122	NUM
ajote-6762	21	33	background	background	NOUN
ajote-6762	21	34	multiple	multiple	ADJ
ajote-6762	21	35	-	-	PUNCT
ajote-6762	21	36	choice	choice	NOUN
ajote-6762	21	37	items	item	NOUN
ajote-6762	21	38	(	(	PUNCT
ajote-6762	21	39	mcis	mcis	NOUN
ajote-6762	21	40	)	)	PUNCT
ajote-6762	21	41	are	be	AUX
ajote-6762	21	42	one	one	NUM
ajote-6762	21	43	of	of	ADP
ajote-6762	21	44	the	the	DET
ajote-6762	21	45	most	most	ADV
ajote-6762	21	46	commonly	commonly	ADV
ajote-6762	21	47	used	use	VERB
ajote-6762	21	48	item	item	NOUN
ajote-6762	21	49	types	type	NOUN
ajote-6762	21	50	for	for	ADP
ajote-6762	21	51	classroom	classroom	NOUN
ajote-6762	21	52	assessment	assessment	NOUN
ajote-6762	21	53	(	(	PUNCT
ajote-6762	21	54	haladyna	haladyna	NOUN
ajote-6762	21	55	&	&	CCONJ
ajote-6762	21	56	rodriguez	rodriguez	PROPN
ajote-6762	21	57	,	,	PUNCT
ajote-6762	21	58	2013	2013	NUM
ajote-6762	21	59	)	)	PUNCT
ajote-6762	21	60	.	.	PUNCT
ajote-6762	22	1	because	because	SCONJ
ajote-6762	22	2	of	of	ADP
ajote-6762	22	3	its	its	PRON
ajote-6762	22	4	widespread	widespread	ADJ
ajote-6762	22	5	use	use	NOUN
ajote-6762	22	6	in	in	ADP
ajote-6762	22	7	the	the	DET
ajote-6762	22	8	classroom	classroom	NOUN
ajote-6762	22	9	multiple	multiple	ADJ
ajote-6762	22	10	-	-	PUNCT
ajote-6762	22	11	choice	choice	NOUN
ajote-6762	22	12	items	item	NOUN
ajote-6762	22	13	are	be	AUX
ajote-6762	22	14	highly	highly	ADV
ajote-6762	22	15	indispensable	indispensable	ADJ
ajote-6762	22	16	regarding	regard	VERB
ajote-6762	22	17	testing	test	VERB
ajote-6762	22	18	students	student	NOUN
ajote-6762	22	19	at	at	ADP
ajote-6762	22	20	all	all	DET
ajote-6762	22	21	levels	level	NOUN
ajote-6762	22	22	of	of	ADP
ajote-6762	22	23	education	education	NOUN
ajote-6762	22	24	.	.	PUNCT
ajote-6762	23	1	there	there	PRON
ajote-6762	23	2	is	be	VERB
ajote-6762	23	3	hardly	hardly	ADV
ajote-6762	23	4	any	any	DET
ajote-6762	23	5	subject	subject	NOUN
ajote-6762	23	6	that	that	PRON
ajote-6762	23	7	can	can	AUX
ajote-6762	23	8	not	not	PART
ajote-6762	23	9	use	use	VERB
ajote-6762	23	10	mci	mci	PROPN
ajote-6762	23	11	.	.	PUNCT
ajote-6762	24	1	test	test	NOUN
ajote-6762	24	2	results	result	NOUN
ajote-6762	24	3	are	be	AUX
ajote-6762	24	4	often	often	ADV
ajote-6762	24	5	used	use	VERB
ajote-6762	24	6	to	to	PART
ajote-6762	24	7	make	make	VERB
ajote-6762	24	8	decisions	decision	NOUN
ajote-6762	24	9	that	that	PRON
ajote-6762	24	10	determine	determine	VERB
ajote-6762	24	11	the	the	DET
ajote-6762	24	12	future	future	NOUN
ajote-6762	24	13	of	of	ADP
ajote-6762	24	14	students	student	NOUN
ajote-6762	24	15	and	and	CCONJ
ajote-6762	24	16	teachers	teacher	NOUN
ajote-6762	24	17	.	.	PUNCT
ajote-6762	25	1	it	it	PRON
ajote-6762	25	2	is	be	AUX
ajote-6762	25	3	,	,	PUNCT
ajote-6762	25	4	therefore	therefore	ADV
ajote-6762	25	5	,	,	PUNCT
ajote-6762	25	6	imperative	imperative	ADJ
ajote-6762	25	7	that	that	SCONJ
ajote-6762	25	8	mcis	mcis	PROPN
ajote-6762	25	9	are	be	AUX
ajote-6762	25	10	properly	properly	ADV
ajote-6762	25	11	handled	handle	VERB
ajote-6762	25	12	at	at	ADP
ajote-6762	25	13	the	the	DET
ajote-6762	25	14	construction	construction	NOUN
ajote-6762	25	15	,	,	PUNCT
ajote-6762	25	16	administration	administration	NOUN
ajote-6762	25	17	,	,	PUNCT
ajote-6762	25	18	scoring	scoring	NOUN
ajote-6762	25	19	and	and	CCONJ
ajote-6762	25	20	in	in	ADP
ajote-6762	25	21	analyzing	analyze	VERB
ajote-6762	25	22	the	the	DET
ajote-6762	25	23	test	test	NOUN
ajote-6762	25	24	scores	score	NOUN
ajote-6762	25	25	.	.	PUNCT
ajote-6762	26	1	moreover	moreover	ADV
ajote-6762	26	2	,	,	PUNCT
ajote-6762	26	3	increasing	increase	VERB
ajote-6762	26	4	enrolment	enrolment	NOUN
ajote-6762	26	5	in	in	ADP
ajote-6762	26	6	ghanaian	ghanaian	ADJ
ajote-6762	26	7	tertiary	tertiary	ADJ
ajote-6762	26	8	institutions	institution	NOUN
ajote-6762	26	9	,	,	PUNCT
ajote-6762	26	10	multiple	multiple	ADJ
ajote-6762	26	11	-	-	PUNCT
ajote-6762	26	12	choice	choice	NOUN
ajote-6762	26	13	items	item	NOUN
ajote-6762	26	14	(	(	PUNCT
ajote-6762	26	15	mcis	mcis	NOUN
ajote-6762	26	16	)	)	PUNCT
ajote-6762	26	17	have	have	AUX
ajote-6762	26	18	become	become	VERB
ajote-6762	26	19	the	the	DET
ajote-6762	26	20	preferred	preferred	ADJ
ajote-6762	26	21	mode	mode	NOUN
ajote-6762	26	22	of	of	ADP
ajote-6762	26	23	assessing	assess	VERB
ajote-6762	26	24	students	student	NOUN
ajote-6762	26	25	because	because	SCONJ
ajote-6762	26	26	of	of	ADP
ajote-6762	26	27	the	the	DET
ajote-6762	26	28	greater	great	ADJ
ajote-6762	26	29	ease	ease	NOUN
ajote-6762	26	30	and	and	CCONJ
ajote-6762	26	31	speed	speed	NOUN
ajote-6762	26	32	of	of	ADP
ajote-6762	26	33	grading	grade	VERB
ajote-6762	26	34	of	of	ADP
ajote-6762	26	35	multiple	multiple	ADJ
ajote-6762	26	36	-	-	PUNCT
ajote-6762	26	37	choice	choice	NOUN
ajote-6762	26	38	questions	question	NOUN
ajote-6762	26	39	compared	compare	VERB
ajote-6762	26	40	with	with	ADP
ajote-6762	26	41	other	other	ADJ
ajote-6762	26	42	testing	testing	NOUN
ajote-6762	26	43	formats	format	NOUN
ajote-6762	26	44	.	.	PUNCT
ajote-6762	27	1	they	they	PRON
ajote-6762	27	2	also	also	ADV
ajote-6762	27	3	cover	cover	VERB
ajote-6762	27	4	a	a	DET
ajote-6762	27	5	wide	wide	ADJ
ajote-6762	27	6	scheme	scheme	NOUN
ajote-6762	27	7	of	of	ADP
ajote-6762	27	8	work	work	NOUN
ajote-6762	27	9	or	or	CCONJ
ajote-6762	27	10	syllabus	syllabus	NOUN
ajote-6762	27	11	adequately	adequately	ADV
ajote-6762	27	12	.	.	PUNCT
ajote-6762	28	1	when	when	SCONJ
ajote-6762	28	2	assessing	assess	VERB
ajote-6762	28	3	a	a	DET
ajote-6762	28	4	large	large	ADJ
ajote-6762	28	5	population	population	NOUN
ajote-6762	28	6	of	of	ADP
ajote-6762	28	7	students	student	NOUN
ajote-6762	28	8	,	,	PUNCT
ajote-6762	28	9	it	it	PRON
ajote-6762	28	10	will	will	AUX
ajote-6762	28	11	be	be	AUX
ajote-6762	28	12	very	very	ADV
ajote-6762	28	13	difficult	difficult	ADJ
ajote-6762	28	14	to	to	PART
ajote-6762	28	15	ignore	ignore	VERB
ajote-6762	28	16	multiple	multiple	ADJ
ajote-6762	28	17	-	-	PUNCT
ajote-6762	28	18	choice	choice	NOUN
ajote-6762	28	19	items	item	NOUN
ajote-6762	28	20	(	(	PUNCT
ajote-6762	28	21	mci	mci	NOUN
ajote-6762	28	22	)	)	PUNCT
ajote-6762	28	23	.	.	PUNCT
ajote-6762	29	1	in	in	ADP
ajote-6762	29	2	2015	2015	NUM
ajote-6762	29	3	,	,	PUNCT
ajote-6762	29	4	the	the	DET
ajote-6762	29	5	gross	gross	ADJ
ajote-6762	29	6	enrolment	enrolment	NOUN
ajote-6762	29	7	ratio	ratio	NOUN
ajote-6762	29	8	in	in	ADP
ajote-6762	29	9	tertiary	tertiary	ADJ
ajote-6762	29	10	education	education	NOUN
ajote-6762	29	11	for	for	ADP
ajote-6762	29	12	ghana	ghana	PROPN
ajote-6762	29	13	was	be	AUX
ajote-6762	29	14	16.2	16.2	NUM
ajote-6762	29	15	%	%	NOUN
ajote-6762	29	16	.	.	PUNCT
ajote-6762	30	1	the	the	DET
ajote-6762	30	2	gross	gross	ADJ
ajote-6762	30	3	enrolment	enrolment	NOUN
ajote-6762	30	4	ratio	ratio	NOUN
ajote-6762	30	5	in	in	ADP
ajote-6762	30	6	tertiary	tertiary	ADJ
ajote-6762	30	7	education	education	NOUN
ajote-6762	30	8	in	in	ADP
ajote-6762	30	9	ghana	ghana	PROPN
ajote-6762	30	10	increased	increase	VERB
ajote-6762	30	11	from	from	ADP
ajote-6762	30	12	0.7	0.7	NUM
ajote-6762	30	13	%	%	NOUN
ajote-6762	30	14	in	in	ADP
ajote-6762	30	15	1972	1972	NUM
ajote-6762	30	16	to	to	ADP
ajote-6762	30	17	16.2	16.2	NUM
ajote-6762	30	18	%	%	NOUN
ajote-6762	30	19	in	in	ADP
ajote-6762	30	20	2015	2015	NUM
ajote-6762	30	21	growing	grow	VERB
ajote-6762	30	22	at	at	ADP
ajote-6762	30	23	an	an	DET
ajote-6762	30	24	average	average	ADJ
ajote-6762	30	25	annual	annual	ADJ
ajote-6762	30	26	rate	rate	NOUN
ajote-6762	30	27	of	of	ADP
ajote-6762	30	28	28.47	28.47	NUM
ajote-6762	30	29	%	%	NOUN
ajote-6762	30	30	.	.	PUNCT
ajote-6762	31	1	this	this	PRON
ajote-6762	31	2	indicates	indicate	VERB
ajote-6762	31	3	a	a	DET
ajote-6762	31	4	substantial	substantial	ADJ
ajote-6762	31	5	growth	growth	NOUN
ajote-6762	31	6	in	in	ADP
ajote-6762	31	7	students	student	NOUN
ajote-6762	31	8	’	'	PUNCT
ajote-6762	31	9	intake	intake	NOUN
ajote-6762	31	10	at	at	ADP
ajote-6762	31	11	the	the	DET
ajote-6762	31	12	tertiary	tertiary	ADJ
ajote-6762	31	13	level	level	NOUN
ajote-6762	31	14	in	in	ADP
ajote-6762	31	15	ghana	ghana	PROPN
ajote-6762	31	16	.	.	PUNCT
ajote-6762	32	1	due	due	ADP
ajote-6762	32	2	to	to	ADP
ajote-6762	32	3	increasing	increase	VERB
ajote-6762	32	4	student	student	NOUN
ajote-6762	32	5	intake	intake	NOUN
ajote-6762	32	6	many	many	ADJ
ajote-6762	32	7	faculty	faculty	NOUN
ajote-6762	32	8	members	member	NOUN
ajote-6762	32	9	have	have	AUX
ajote-6762	32	10	resorted	resort	VERB
ajote-6762	32	11	to	to	ADP
ajote-6762	32	12	the	the	DET
ajote-6762	32	13	use	use	NOUN
ajote-6762	32	14	of	of	ADP
ajote-6762	32	15	multiple	multiple	ADJ
ajote-6762	32	16	-	-	PUNCT
ajote-6762	32	17	choice	choice	NOUN
ajote-6762	32	18	items	item	NOUN
ajote-6762	32	19	to	to	PART
ajote-6762	32	20	meet	meet	VERB
ajote-6762	32	21	students	student	NOUN
ajote-6762	32	22	’	'	PUNCT
ajote-6762	32	23	assessment	assessment	NOUN
ajote-6762	32	24	needs	need	NOUN
ajote-6762	32	25	.	.	PUNCT
ajote-6762	33	1	previously	previously	ADV
ajote-6762	33	2	,	,	PUNCT
ajote-6762	33	3	mcis	mcis	PROPN
ajote-6762	33	4	were	be	AUX
ajote-6762	33	5	rarely	rarely	ADV
ajote-6762	33	6	used	use	VERB
ajote-6762	33	7	in	in	ADP
ajote-6762	33	8	our	our	PRON
ajote-6762	33	9	tertiary	tertiary	ADJ
ajote-6762	33	10	schools	school	NOUN
ajote-6762	33	11	.	.	PUNCT
ajote-6762	34	1	restricted	restrict	VERB
ajote-6762	34	2	response	response	NOUN
ajote-6762	34	3	type	type	NOUN
ajote-6762	34	4	of	of	ADP
ajote-6762	34	5	test	test	NOUN
ajote-6762	34	6	items	item	NOUN
ajote-6762	34	7	dominated	dominate	VERB
ajote-6762	34	8	mid	mid	ADJ
ajote-6762	34	9	and	and	CCONJ
ajote-6762	34	10	end	end	NOUN
ajote-6762	34	11	of	of	ADP
ajote-6762	34	12	semester	semester	NOUN
ajote-6762	34	13	examinations	examination	NOUN
ajote-6762	34	14	because	because	SCONJ
ajote-6762	34	15	students	student	NOUN
ajote-6762	34	16	’	'	PUNCT
ajote-6762	34	17	enrolment	enrolment	NOUN
ajote-6762	34	18	was	be	AUX
ajote-6762	34	19	not	not	PART
ajote-6762	34	20	as	as	ADV
ajote-6762	34	21	high	high	ADJ
ajote-6762	34	22	as	as	ADP
ajote-6762	34	23	today	today	NOUN
ajote-6762	34	24	.	.	PUNCT
ajote-6762	35	1	essay	essay	PROPN
ajote-6762	35	2	was	be	AUX
ajote-6762	35	3	the	the	DET
ajote-6762	35	4	ideal	ideal	ADJ
ajote-6762	35	5	means	mean	NOUN
ajote-6762	35	6	of	of	ADP
ajote-6762	35	7	assessing	assess	VERB
ajote-6762	35	8	students	student	NOUN
ajote-6762	35	9	’	'	PUNCT
ajote-6762	35	10	knowledge	knowledge	NOUN
ajote-6762	35	11	.	.	PUNCT
ajote-6762	36	1	the	the	DET
ajote-6762	36	2	challenge	challenge	NOUN
ajote-6762	36	3	now	now	ADV
ajote-6762	36	4	is	be	AUX
ajote-6762	36	5	how	how	SCONJ
ajote-6762	36	6	to	to	PART
ajote-6762	36	7	construct	construct	VERB
ajote-6762	36	8	good	good	ADJ
ajote-6762	36	9	quality	quality	NOUN
ajote-6762	36	10	mcis	mcis	NOUN
ajote-6762	36	11	that	that	PRON
ajote-6762	36	12	have	have	VERB
ajote-6762	36	13	minimal	minimal	ADJ
ajote-6762	36	14	flaws	flaw	NOUN
ajote-6762	36	15	to	to	PART
ajote-6762	36	16	elicit	elicit	VERB
ajote-6762	36	17	the	the	DET
ajote-6762	36	18	knowledge	knowledge	NOUN
ajote-6762	36	19	possessed	possess	VERB
ajote-6762	36	20	by	by	ADP
ajote-6762	36	21	the	the	DET
ajote-6762	36	22	students	student	NOUN
ajote-6762	36	23	.	.	PUNCT
ajote-6762	37	1	essay	essay	ADJ
ajote-6762	37	2	test	test	NOUN
ajote-6762	37	3	items	item	NOUN
ajote-6762	37	4	are	be	AUX
ajote-6762	37	5	relatively	relatively	ADV
ajote-6762	37	6	easy	easy	ADJ
ajote-6762	37	7	to	to	PART
ajote-6762	37	8	construct	construct	VERB
ajote-6762	37	9	compared	compare	VERB
ajote-6762	37	10	to	to	ADP
ajote-6762	37	11	mcis	mcis	PROPN
ajote-6762	37	12	.	.	PUNCT
ajote-6762	38	1	multiple	multiple	ADJ
ajote-6762	38	2	-	-	PUNCT
ajote-6762	38	3	choice	choice	NOUN
ajote-6762	38	4	item	item	NOUN
ajote-6762	38	5	is	be	AUX
ajote-6762	38	6	made	make	VERB
ajote-6762	38	7	up	up	ADP
ajote-6762	38	8	of	of	ADP
ajote-6762	38	9	the	the	DET
ajote-6762	38	10	stemwhich	stemwhich	NOUN
ajote-6762	38	11	possess	possess	VERB
ajote-6762	38	12	the	the	DET
ajote-6762	38	13	problem	problem	NOUN
ajote-6762	38	14	to	to	PART
ajote-6762	38	15	be	be	AUX
ajote-6762	38	16	resolved	resolve	VERB
ajote-6762	38	17	,	,	PUNCT
ajote-6762	38	18	a	a	DET
ajote-6762	38	19	set	set	NOUN
ajote-6762	38	20	of	of	ADP
ajote-6762	38	21	options	option	NOUN
ajote-6762	38	22	that	that	PRON
ajote-6762	38	23	consist	consist	VERB
ajote-6762	38	24	of	of	ADP
ajote-6762	38	25	the	the	DET
ajote-6762	38	26	key	key	ADJ
ajote-6762	38	27	and	and	CCONJ
ajote-6762	38	28	distractors	distractor	NOUN
ajote-6762	38	29	,	,	PUNCT
ajote-6762	38	30	respectively	respectively	ADV
ajote-6762	38	31	,	,	PUNCT
ajote-6762	38	32	the	the	DET
ajote-6762	38	33	answer	answer	NOUN
ajote-6762	38	34	and	and	CCONJ
ajote-6762	38	35	the	the	DET
ajote-6762	38	36	options	option	NOUN
ajote-6762	38	37	that	that	PRON
ajote-6762	38	38	suggest	suggest	VERB
ajote-6762	38	39	the	the	DET
ajote-6762	38	40	wrong	wrong	ADJ
ajote-6762	38	41	alternative	alternative	NOUN
ajote-6762	38	42	to	to	ADP
ajote-6762	38	43	the	the	DET
ajote-6762	38	44	test	test	NOUN
ajote-6762	38	45	taker	taker	NOUN
ajote-6762	38	46	.	.	PUNCT
ajote-6762	39	1	mckeachie	mckeachie	PROPN
ajote-6762	39	2	(	(	PUNCT
ajote-6762	39	3	1999	1999	NUM
ajote-6762	39	4	)	)	PUNCT
ajote-6762	39	5	notes	note	VERB
ajote-6762	39	6	that	that	SCONJ
ajote-6762	39	7	multiple	multiple	ADJ
ajote-6762	39	8	-	-	PUNCT
ajote-6762	39	9	choice	choice	NOUN
ajote-6762	39	10	test	test	NOUN
ajote-6762	39	11	is	be	AUX
ajote-6762	39	12	a	a	DET
ajote-6762	39	13	staple	staple	NOUN
ajote-6762	39	14	of	of	ADP
ajote-6762	39	15	higher	high	ADJ
ajote-6762	39	16	education	education	NOUN
ajote-6762	39	17	because	because	SCONJ
ajote-6762	39	18	it	it	PRON
ajote-6762	39	19	provides	provide	VERB
ajote-6762	39	20	an	an	DET
ajote-6762	39	21	efficient	efficient	ADJ
ajote-6762	39	22	and	and	CCONJ
ajote-6762	39	23	effective	effective	ADJ
ajote-6762	39	24	measure	measure	NOUN
ajote-6762	39	25	of	of	ADP
ajote-6762	39	26	student	student	NOUN
ajote-6762	39	27	learning	learning	NOUN
ajote-6762	39	28	.	.	PUNCT
ajote-6762	40	1	the	the	DET
ajote-6762	40	2	acceptance	acceptance	NOUN
ajote-6762	40	3	of	of	ADP
ajote-6762	40	4	multiple	multiple	ADJ
ajote-6762	40	5	-	-	PUNCT
ajote-6762	40	6	choice	choice	NOUN
ajote-6762	40	7	test	test	NOUN
ajote-6762	40	8	has	have	AUX
ajote-6762	40	9	increased	increase	VERB
ajote-6762	40	10	over	over	ADP
ajote-6762	40	11	the	the	DET
ajote-6762	40	12	years	year	NOUN
ajote-6762	40	13	,	,	PUNCT
ajote-6762	40	14	partly	partly	ADV
ajote-6762	40	15	due	due	ADJ
ajote-6762	40	16	to	to	ADP
ajote-6762	40	17	improvements	improvement	NOUN
ajote-6762	40	18	in	in	ADP
ajote-6762	40	19	technology	technology	NOUN
ajote-6762	40	20	in	in	ADP
ajote-6762	40	21	scoring	score	VERB
ajote-6762	40	22	multiple	multiple	ADJ
ajote-6762	40	23	-	-	PUNCT
ajote-6762	40	24	choice	choice	NOUN
ajote-6762	40	25	items	item	NOUN
ajote-6762	40	26	quickly	quickly	ADV
ajote-6762	40	27	and	and	CCONJ
ajote-6762	40	28	easily	easily	ADV
ajote-6762	40	29	.	.	PUNCT
ajote-6762	41	1	the	the	DET
ajote-6762	41	2	multiple	multiple	ADJ
ajote-6762	41	3	-	-	PUNCT
ajote-6762	41	4	choice	choice	NOUN
ajote-6762	41	5	test	test	NOUN
ajote-6762	41	6	is	be	AUX
ajote-6762	41	7	also	also	ADV
ajote-6762	41	8	highly	highly	ADV
ajote-6762	41	9	reliable	reliable	ADJ
ajote-6762	41	10	across	across	ADP
ajote-6762	41	11	scorers	scorer	NOUN
ajote-6762	41	12	,	,	PUNCT
ajote-6762	41	13	unlike	unlike	ADP
ajote-6762	41	14	essay	essay	ADJ
ajote-6762	41	15	tests	test	NOUN
ajote-6762	41	16	.	.	PUNCT
ajote-6762	42	1	for	for	ADP
ajote-6762	42	2	these	these	DET
ajote-6762	42	3	reasons	reason	NOUN
ajote-6762	42	4	and	and	CCONJ
ajote-6762	42	5	others	other	NOUN
ajote-6762	42	6	(	(	PUNCT
ajote-6762	42	7	frederiksen	frederiksen	ADJ
ajote-6762	42	8	,	,	PUNCT
ajote-6762	42	9	1984	1984	NUM
ajote-6762	42	10	)	)	PUNCT
ajote-6762	42	11	,	,	PUNCT
ajote-6762	42	12	many	many	ADJ
ajote-6762	42	13	educators	educator	NOUN
ajote-6762	42	14	consider	consider	VERB
ajote-6762	42	15	the	the	DET
ajote-6762	42	16	multiple	multiple	ADJ
ajote-6762	42	17	-	-	PUNCT
ajote-6762	42	18	choice	choice	NOUN
ajote-6762	42	19	format	format	NOUN
ajote-6762	42	20	as	as	ADP
ajote-6762	42	21	an	an	DET
ajote-6762	42	22	optimal	optimal	ADJ
ajote-6762	42	23	method	method	NOUN
ajote-6762	42	24	of	of	ADP
ajote-6762	42	25	testing	testing	NOUN
ajote-6762	42	26	.	.	PUNCT
ajote-6762	43	1	however	however	ADV
ajote-6762	43	2	,	,	PUNCT
ajote-6762	43	3	multiple	multiple	ADJ
ajote-6762	43	4	-	-	PUNCT
ajote-6762	43	5	choice	choice	NOUN
ajote-6762	43	6	tests	test	NOUN
ajote-6762	43	7	have	have	AUX
ajote-6762	43	8	spawned	spawn	VERB
ajote-6762	43	9	substantial	substantial	ADJ
ajote-6762	43	10	controversy	controversy	NOUN
ajote-6762	43	11	mainly	mainly	ADV
ajote-6762	43	12	because	because	SCONJ
ajote-6762	43	13	questions	question	NOUN
ajote-6762	43	14	of	of	ADP
ajote-6762	43	15	this	this	DET
ajote-6762	43	16	analysis	analysis	NOUN
ajote-6762	43	17	of	of	ADP
ajote-6762	43	18	item	item	NOUN
ajote-6762	43	19	writing	write	VERB
ajote-6762	43	20	flaws	flaw	NOUN
ajote-6762	43	21	in	in	ADP
ajote-6762	43	22	a	a	DET
ajote-6762	43	23	communications	communication	NOUN
ajote-6762	43	24	skills	skill	NOUN
ajote-6762	43	25	test	test	NOUN
ajote-6762	43	26	in	in	ADP
ajote-6762	43	27	a	a	DET
ajote-6762	43	28	ghanaian	ghanaian	ADJ
ajote-6762	43	29	university	university	NOUN
ajote-6762	43	30	ajote	ajote	NOUN
ajote-6762	43	31	vol.10	vol.10	NOUN
ajote-6762	43	32	no	no	INTJ
ajote-6762	43	33	.	.	NOUN
ajote-6762	43	34	2	2	NUM
ajote-6762	43	35	(	(	PUNCT
ajote-6762	43	36	2021	2021	NUM
ajote-6762	43	37	)	)	PUNCT
ajote-6762	43	38	,	,	PUNCT
ajote-6762	43	39	121	121	NUM
ajote-6762	43	40	-	-	SYM
ajote-6762	43	41	143	143	NUM
ajote-6762	43	42	123	123	NUM
ajote-6762	43	43	type	type	NOUN
ajote-6762	43	44	are	be	AUX
ajote-6762	43	45	limited	limit	VERB
ajote-6762	43	46	to	to	ADP
ajote-6762	43	47	measuring	measure	VERB
ajote-6762	43	48	recall	recall	NOUN
ajote-6762	43	49	of	of	ADP
ajote-6762	43	50	knowledge	knowledge	NOUN
ajote-6762	43	51	.	.	PUNCT
ajote-6762	44	1	despite	despite	SCONJ
ajote-6762	44	2	all	all	DET
ajote-6762	44	3	the	the	DET
ajote-6762	44	4	weaknesses	weakness	NOUN
ajote-6762	44	5	associated	associate	VERB
ajote-6762	44	6	with	with	ADP
ajote-6762	44	7	it	it	PRON
ajote-6762	44	8	,	,	PUNCT
ajote-6762	44	9	multiple	multiple	ADJ
ajote-6762	44	10	-	-	PUNCT
ajote-6762	44	11	choice	choice	NOUN
ajote-6762	44	12	(	(	PUNCT
ajote-6762	44	13	mc	mc	NOUN
ajote-6762	44	14	)	)	PUNCT
ajote-6762	44	15	tests	test	NOUN
ajote-6762	44	16	are	be	AUX
ajote-6762	44	17	preferred	prefer	VERB
ajote-6762	44	18	in	in	ADP
ajote-6762	44	19	educational	educational	ADJ
ajote-6762	44	20	settings	setting	NOUN
ajote-6762	44	21	in	in	ADP
ajote-6762	44	22	ghana	ghana	PROPN
ajote-6762	44	23	.	.	PUNCT
ajote-6762	45	1	the	the	DET
ajote-6762	45	2	teacher	teacher	NOUN
ajote-6762	45	3	’s	’s	PART
ajote-6762	45	4	aim	aim	NOUN
ajote-6762	45	5	in	in	ADP
ajote-6762	45	6	crafting	craft	VERB
ajote-6762	45	7	mcis	mcis	NOUN
ajote-6762	45	8	is	be	AUX
ajote-6762	45	9	not	not	PART
ajote-6762	45	10	to	to	PART
ajote-6762	45	11	confuse	confuse	VERB
ajote-6762	45	12	students	student	NOUN
ajote-6762	45	13	,	,	PUNCT
ajote-6762	45	14	but	but	CCONJ
ajote-6762	45	15	to	to	PART
ajote-6762	45	16	yield	yield	VERB
ajote-6762	45	17	scores	score	NOUN
ajote-6762	45	18	that	that	PRON
ajote-6762	45	19	accurately	accurately	ADV
ajote-6762	45	20	reflect	reflect	VERB
ajote-6762	45	21	the	the	DET
ajote-6762	45	22	extent	extent	NOUN
ajote-6762	45	23	to	to	PART
ajote-6762	45	24	which	which	PRON
ajote-6762	45	25	students	student	NOUN
ajote-6762	45	26	have	have	AUX
ajote-6762	45	27	obtained	obtain	VERB
ajote-6762	45	28	an	an	DET
ajote-6762	45	29	acceptable	acceptable	ADJ
ajote-6762	45	30	working	working	NOUN
ajote-6762	45	31	knowledge	knowledge	NOUN
ajote-6762	45	32	of	of	ADP
ajote-6762	45	33	the	the	DET
ajote-6762	45	34	content	content	NOUN
ajote-6762	45	35	.	.	PUNCT
ajote-6762	46	1	it	it	PRON
ajote-6762	46	2	is	be	AUX
ajote-6762	46	3	worthy	worthy	ADJ
ajote-6762	46	4	to	to	PART
ajote-6762	46	5	note	note	VERB
ajote-6762	46	6	that	that	SCONJ
ajote-6762	46	7	students	student	NOUN
ajote-6762	46	8	who	who	PRON
ajote-6762	46	9	pass	pass	VERB
ajote-6762	46	10	a	a	DET
ajote-6762	46	11	poorly	poorly	ADV
ajote-6762	46	12	designed	design	VERB
ajote-6762	46	13	test	test	NOUN
ajote-6762	46	14	,	,	PUNCT
ajote-6762	46	15	may	may	AUX
ajote-6762	46	16	not	not	PART
ajote-6762	46	17	necessarily	necessarily	ADV
ajote-6762	46	18	possess	possess	VERB
ajote-6762	46	19	adequate	adequate	ADJ
ajote-6762	46	20	knowledge	knowledge	NOUN
ajote-6762	46	21	of	of	ADP
ajote-6762	46	22	the	the	DET
ajote-6762	46	23	topic	topic	NOUN
ajote-6762	46	24	and	and	CCONJ
ajote-6762	46	25	this	this	PRON
ajote-6762	46	26	may	may	AUX
ajote-6762	46	27	constitute	constitute	VERB
ajote-6762	46	28	a	a	DET
ajote-6762	46	29	real	real	ADJ
ajote-6762	46	30	threat	threat	NOUN
ajote-6762	46	31	to	to	ADP
ajote-6762	46	32	their	their	PRON
ajote-6762	46	33	future	future	ADJ
ajote-6762	46	34	academic	academic	ADJ
ajote-6762	46	35	progression	progression	NOUN
ajote-6762	46	36	.	.	PUNCT
ajote-6762	47	1	well	well	ADV
ajote-6762	47	2	-	-	PUNCT
ajote-6762	47	3	constructed	construct	VERB
ajote-6762	47	4	multiple	multiple	ADJ
ajote-6762	47	5	-	-	PUNCT
ajote-6762	47	6	choice	choice	NOUN
ajote-6762	47	7	items	item	NOUN
ajote-6762	47	8	represent	represent	VERB
ajote-6762	47	9	a	a	DET
ajote-6762	47	10	versatile	versatile	ADJ
ajote-6762	47	11	assessment	assessment	NOUN
ajote-6762	47	12	tool	tool	NOUN
ajote-6762	47	13	with	with	ADP
ajote-6762	47	14	the	the	DET
ajote-6762	47	15	potential	potential	NOUN
ajote-6762	47	16	to	to	PART
ajote-6762	47	17	assess	assess	VERB
ajote-6762	47	18	students	student	NOUN
ajote-6762	47	19	for	for	ADP
ajote-6762	47	20	sufficient	sufficient	ADJ
ajote-6762	47	21	evidence	evidence	NOUN
ajote-6762	47	22	of	of	ADP
ajote-6762	47	23	the	the	DET
ajote-6762	47	24	knowledge	knowledge	NOUN
ajote-6762	47	25	of	of	ADP
ajote-6762	47	26	the	the	DET
ajote-6762	47	27	tested	test	VERB
ajote-6762	47	28	content	content	NOUN
ajote-6762	47	29	(	(	PUNCT
ajote-6762	47	30	rush	rush	NOUN
ajote-6762	47	31	,	,	PUNCT
ajote-6762	47	32	rankin	rankin	NOUN
ajote-6762	47	33	and	and	CCONJ
ajote-6762	47	34	white	white	ADJ
ajote-6762	47	35	,	,	PUNCT
ajote-6762	47	36	2016	2016	NUM
ajote-6762	47	37	)	)	PUNCT
ajote-6762	47	38	.	.	PUNCT
ajote-6762	48	1	a	a	DET
ajote-6762	48	2	required	require	VERB
ajote-6762	48	3	characteristic	characteristic	NOUN
ajote-6762	48	4	of	of	ADP
ajote-6762	48	5	a	a	DET
ajote-6762	48	6	multiplechoice	multiplechoice	NOUN
ajote-6762	48	7	item	item	NOUN
ajote-6762	48	8	is	be	AUX
ajote-6762	48	9	its	its	PRON
ajote-6762	48	10	power	power	NOUN
ajote-6762	48	11	to	to	PART
ajote-6762	48	12	be	be	AUX
ajote-6762	48	13	able	able	ADJ
ajote-6762	48	14	to	to	PART
ajote-6762	48	15	discriminate	discriminate	VERB
ajote-6762	48	16	between	between	ADP
ajote-6762	48	17	the	the	DET
ajote-6762	48	18	test	test	NOUN
ajote-6762	48	19	takers	taker	NOUN
ajote-6762	48	20	who	who	PRON
ajote-6762	48	21	have	have	AUX
ajote-6762	48	22	learnt	learn	VERB
ajote-6762	48	23	the	the	DET
ajote-6762	48	24	material	material	NOUN
ajote-6762	48	25	they	they	PRON
ajote-6762	48	26	are	be	AUX
ajote-6762	48	27	being	be	AUX
ajote-6762	48	28	tested	test	VERB
ajote-6762	48	29	on	on	ADP
ajote-6762	48	30	and	and	CCONJ
ajote-6762	48	31	those	those	PRON
ajote-6762	48	32	who	who	PRON
ajote-6762	48	33	have	have	AUX
ajote-6762	48	34	not	not	PART
ajote-6762	48	35	learnt	learn	VERB
ajote-6762	48	36	it	it	PRON
ajote-6762	48	37	.	.	PUNCT
ajote-6762	49	1	the	the	DET
ajote-6762	49	2	discrimination	discrimination	NOUN
ajote-6762	49	3	index	index	NOUN
ajote-6762	49	4	can	can	AUX
ajote-6762	49	5	differentiate	differentiate	VERB
ajote-6762	49	6	between	between	ADP
ajote-6762	49	7	students	student	NOUN
ajote-6762	49	8	of	of	ADP
ajote-6762	49	9	different	different	ADJ
ajote-6762	49	10	ability	ability	NOUN
ajote-6762	49	11	levels	level	NOUN
ajote-6762	49	12	.	.	PUNCT
ajote-6762	50	1	poorly	poorly	ADV
ajote-6762	50	2	constructed	construct	VERB
ajote-6762	50	3	mcis	mcis	NOUN
ajote-6762	50	4	also	also	ADV
ajote-6762	50	5	contain	contain	VERB
ajote-6762	50	6	cues	cue	NOUN
ajote-6762	50	7	that	that	PRON
ajote-6762	50	8	allow	allow	VERB
ajote-6762	50	9	students	student	NOUN
ajote-6762	50	10	to	to	PART
ajote-6762	50	11	guess	guess	VERB
ajote-6762	50	12	the	the	DET
ajote-6762	50	13	correct	correct	ADJ
ajote-6762	50	14	answer	answer	NOUN
ajote-6762	50	15	without	without	ADP
ajote-6762	50	16	prerequisite	prerequisite	NOUN
ajote-6762	50	17	knowledge	knowledge	NOUN
ajote-6762	50	18	(	(	PUNCT
ajote-6762	50	19	downing	downing	NOUN
ajote-6762	50	20	,	,	PUNCT
ajote-6762	50	21	2002	2002	NUM
ajote-6762	50	22	)	)	PUNCT
ajote-6762	50	23	.	.	PUNCT
ajote-6762	51	1	it	it	PRON
ajote-6762	51	2	is	be	AUX
ajote-6762	51	3	time	time	NOUN
ajote-6762	51	4	-	-	PUNCT
ajote-6762	51	5	consuming	consume	VERB
ajote-6762	51	6	and	and	CCONJ
ajote-6762	51	7	energy	energy	NOUN
ajote-6762	51	8	-	-	PUNCT
ajote-6762	51	9	sapping	sapping	NOUN
ajote-6762	51	10	to	to	PART
ajote-6762	51	11	construct	construct	VERB
ajote-6762	51	12	an	an	DET
ajote-6762	51	13	item	item	NOUN
ajote-6762	51	14	that	that	PRON
ajote-6762	51	15	is	be	AUX
ajote-6762	51	16	good	good	ADJ
ajote-6762	51	17	enough	enough	ADV
ajote-6762	51	18	to	to	PART
ajote-6762	51	19	discriminate	discriminate	VERB
ajote-6762	51	20	among	among	ADP
ajote-6762	51	21	testees	testee	NOUN
ajote-6762	51	22	.	.	PUNCT
ajote-6762	52	1	according	accord	VERB
ajote-6762	52	2	to	to	ADP
ajote-6762	52	3	rush	rush	NOUN
ajote-6762	52	4	,	,	PUNCT
ajote-6762	52	5	rankin	rankin	PROPN
ajote-6762	52	6	and	and	CCONJ
ajote-6762	52	7	white	white	ADJ
ajote-6762	52	8	(	(	PUNCT
ajote-6762	52	9	2016	2016	NUM
ajote-6762	52	10	)	)	PUNCT
ajote-6762	52	11	,	,	PUNCT
ajote-6762	52	12	it	it	PRON
ajote-6762	52	13	takes	take	VERB
ajote-6762	52	14	about	about	ADV
ajote-6762	52	15	20	20	NUM
ajote-6762	52	16	to	to	PART
ajote-6762	52	17	60	60	NUM
ajote-6762	52	18	minutes	minute	NOUN
ajote-6762	52	19	to	to	PART
ajote-6762	52	20	couch	couch	VERB
ajote-6762	52	21	a	a	DET
ajote-6762	52	22	quality	quality	NOUN
ajote-6762	52	23	multiple	multiple	ADJ
ajote-6762	52	24	-	-	PUNCT
ajote-6762	52	25	choice	choice	NOUN
ajote-6762	52	26	item	item	NOUN
ajote-6762	52	27	free	free	ADJ
ajote-6762	52	28	from	from	ADP
ajote-6762	52	29	errors	error	NOUN
ajote-6762	52	30	.	.	PUNCT
ajote-6762	53	1	despite	despite	SCONJ
ajote-6762	53	2	the	the	DET
ajote-6762	53	3	importance	importance	NOUN
ajote-6762	53	4	of	of	ADP
ajote-6762	53	5	classroom	classroom	NOUN
ajote-6762	53	6	assessment	assessment	NOUN
ajote-6762	53	7	,	,	PUNCT
ajote-6762	53	8	studies	study	NOUN
ajote-6762	53	9	suggest	suggest	VERB
ajote-6762	53	10	some	some	DET
ajote-6762	53	11	deficiencies	deficiency	NOUN
ajote-6762	53	12	in	in	ADP
ajote-6762	53	13	teacher	teacher	NOUN
ajote-6762	53	14	-	-	PUNCT
ajote-6762	53	15	made	make	VERB
ajote-6762	53	16	tests	test	NOUN
ajote-6762	53	17	,	,	PUNCT
ajote-6762	53	18	(	(	PUNCT
ajote-6762	53	19	mehrens	mehren	NOUN
ajote-6762	53	20	and	and	CCONJ
ajote-6762	53	21	lehmann	lehmann	PROPN
ajote-6762	53	22	,	,	PUNCT
ajote-6762	53	23	2009	2009	NUM
ajote-6762	53	24	)	)	PUNCT
ajote-6762	53	25	.	.	PUNCT
ajote-6762	54	1	according	accord	VERB
ajote-6762	54	2	to	to	ADP
ajote-6762	54	3	lane	lane	PROPN
ajote-6762	54	4	et	et	PROPN
ajote-6762	54	5	al	al	PROPN
ajote-6762	54	6	.	.	PUNCT
ajote-6762	55	1	(	(	PUNCT
ajote-6762	55	2	2016	2016	NUM
ajote-6762	55	3	)	)	PUNCT
ajote-6762	55	4	,	,	PUNCT
ajote-6762	55	5	most	most	ADJ
ajote-6762	55	6	teachers	teacher	NOUN
ajote-6762	55	7	craft	craft	VERB
ajote-6762	55	8	flawed	flaw	VERB
ajote-6762	55	9	items	item	NOUN
ajote-6762	55	10	that	that	PRON
ajote-6762	55	11	measure	measure	VERB
ajote-6762	55	12	the	the	DET
ajote-6762	55	13	ability	ability	NOUN
ajote-6762	55	14	to	to	PART
ajote-6762	55	15	recall	recall	VERB
ajote-6762	55	16	basic	basic	ADJ
ajote-6762	55	17	facts	fact	NOUN
ajote-6762	55	18	and	and	CCONJ
ajote-6762	55	19	concepts	concept	NOUN
ajote-6762	55	20	.	.	PUNCT
ajote-6762	56	1	some	some	DET
ajote-6762	56	2	effects	effect	NOUN
ajote-6762	56	3	of	of	ADP
ajote-6762	56	4	item	item	NOUN
ajote-6762	56	5	-	-	PUNCT
ajote-6762	56	6	writing	write	VERB
ajote-6762	56	7	flaws	flaw	NOUN
ajote-6762	56	8	on	on	ADP
ajote-6762	56	9	students	student	NOUN
ajote-6762	56	10	are	be	AUX
ajote-6762	56	11	;	;	PUNCT
ajote-6762	56	12	items	item	NOUN
ajote-6762	56	13	may	may	AUX
ajote-6762	56	14	be	be	AUX
ajote-6762	56	15	easier	easy	ADJ
ajote-6762	56	16	or	or	CCONJ
ajote-6762	56	17	more	more	ADV
ajote-6762	56	18	difficult	difficult	ADJ
ajote-6762	56	19	than	than	SCONJ
ajote-6762	56	20	intended	intended	ADJ
ajote-6762	56	21	,	,	PUNCT
ajote-6762	56	22	clues	clue	NOUN
ajote-6762	56	23	that	that	PRON
ajote-6762	56	24	will	will	AUX
ajote-6762	56	25	allow	allow	VERB
ajote-6762	56	26	unprepared	unprepared	ADJ
ajote-6762	56	27	students	student	NOUN
ajote-6762	56	28	to	to	PART
ajote-6762	56	29	guess	guess	VERB
ajote-6762	56	30	the	the	DET
ajote-6762	56	31	correct	correct	ADJ
ajote-6762	56	32	answer	answer	NOUN
ajote-6762	56	33	and	and	CCONJ
ajote-6762	56	34	unnecessarily	unnecessarily	ADV
ajote-6762	56	35	complex	complex	ADJ
ajote-6762	56	36	or	or	CCONJ
ajote-6762	56	37	esoteric	esoteric	ADJ
ajote-6762	56	38	test	test	NOUN
ajote-6762	56	39	items	item	NOUN
ajote-6762	56	40	prevent	prevent	VERB
ajote-6762	56	41	prepared	prepared	ADJ
ajote-6762	56	42	students	student	NOUN
ajote-6762	56	43	from	from	ADP
ajote-6762	56	44	demonstrating	demonstrate	VERB
ajote-6762	56	45	their	their	PRON
ajote-6762	56	46	knowledge	knowledge	NOUN
ajote-6762	56	47	(	(	PUNCT
ajote-6762	56	48	case	case	NOUN
ajote-6762	56	49	and	and	CCONJ
ajote-6762	56	50	swanson	swanson	PROPN
ajote-6762	56	51	,	,	PUNCT
ajote-6762	56	52	2002	2002	NUM
ajote-6762	56	53	;	;	PUNCT
ajote-6762	56	54	downing	down	VERB
ajote-6762	56	55	,	,	PUNCT
ajote-6762	56	56	2005	2005	NUM
ajote-6762	56	57	)	)	PUNCT
ajote-6762	56	58	.	.	PUNCT
ajote-6762	57	1	a	a	DET
ajote-6762	57	2	poorly	poorly	ADV
ajote-6762	57	3	constructed	construct	VERB
ajote-6762	57	4	item	item	NOUN
ajote-6762	57	5	can	can	AUX
ajote-6762	57	6	inflate	inflate	VERB
ajote-6762	57	7	or	or	CCONJ
ajote-6762	57	8	deflate	deflate	VERB
ajote-6762	57	9	the	the	DET
ajote-6762	57	10	student	student	NOUN
ajote-6762	57	11	's	's	PART
ajote-6762	57	12	score	score	NOUN
ajote-6762	57	13	on	on	ADP
ajote-6762	57	14	a	a	DET
ajote-6762	57	15	test	test	NOUN
ajote-6762	57	16	and	and	CCONJ
ajote-6762	57	17	this	this	PRON
ajote-6762	57	18	represents	represent	VERB
ajote-6762	57	19	a	a	DET
ajote-6762	57	20	false	false	ADJ
ajote-6762	57	21	picture	picture	NOUN
ajote-6762	57	22	of	of	ADP
ajote-6762	57	23	the	the	DET
ajote-6762	57	24	student	student	NOUN
ajote-6762	57	25	's	's	PART
ajote-6762	57	26	performance	performance	NOUN
ajote-6762	57	27	.	.	PUNCT
ajote-6762	58	1	also	also	ADV
ajote-6762	58	2	,	,	PUNCT
ajote-6762	58	3	these	these	DET
ajote-6762	58	4	flaws	flaw	NOUN
ajote-6762	58	5	are	be	AUX
ajote-6762	58	6	capable	capable	ADJ
ajote-6762	58	7	of	of	ADP
ajote-6762	58	8	clouding	cloud	VERB
ajote-6762	58	9	the	the	DET
ajote-6762	58	10	results	result	NOUN
ajote-6762	58	11	obtained	obtain	VERB
ajote-6762	58	12	from	from	ADP
ajote-6762	58	13	the	the	DET
ajote-6762	58	14	test	test	NOUN
ajote-6762	58	15	.	.	PUNCT
ajote-6762	59	1	the	the	DET
ajote-6762	59	2	effect	effect	NOUN
ajote-6762	59	3	of	of	ADP
ajote-6762	59	4	the	the	DET
ajote-6762	59	5	clouding	clouding	NOUN
ajote-6762	59	6	of	of	ADP
ajote-6762	59	7	results	result	NOUN
ajote-6762	59	8	is	be	AUX
ajote-6762	59	9	that	that	SCONJ
ajote-6762	59	10	it	it	PRON
ajote-6762	59	11	changes	change	VERB
ajote-6762	59	12	the	the	DET
ajote-6762	59	13	interpretation	interpretation	NOUN
ajote-6762	59	14	of	of	ADP
ajote-6762	59	15	the	the	DET
ajote-6762	59	16	results	result	NOUN
ajote-6762	59	17	and	and	CCONJ
ajote-6762	59	18	it	it	PRON
ajote-6762	59	19	contributes	contribute	VERB
ajote-6762	59	20	to	to	ADP
ajote-6762	59	21	unwanted	unwanted	ADJ
ajote-6762	59	22	evidence	evidence	NOUN
ajote-6762	59	23	getting	get	VERB
ajote-6762	59	24	into	into	ADP
ajote-6762	59	25	the	the	DET
ajote-6762	59	26	test	test	NOUN
ajote-6762	59	27	data	datum	NOUN
ajote-6762	59	28	.	.	PUNCT
ajote-6762	60	1	there	there	PRON
ajote-6762	60	2	are	be	VERB
ajote-6762	60	3	many	many	ADJ
ajote-6762	60	4	factors	factor	NOUN
ajote-6762	60	5	to	to	PART
ajote-6762	60	6	consider	consider	VERB
ajote-6762	60	7	when	when	SCONJ
ajote-6762	60	8	evaluating	evaluate	VERB
ajote-6762	60	9	the	the	DET
ajote-6762	60	10	quality	quality	NOUN
ajote-6762	60	11	of	of	ADP
ajote-6762	60	12	mc	mc	PROPN
ajote-6762	60	13	items	item	NOUN
ajote-6762	60	14	.	.	PUNCT
ajote-6762	61	1	firstly	firstly	ADV
ajote-6762	61	2	,	,	PUNCT
ajote-6762	61	3	one	one	PRON
ajote-6762	61	4	can	can	AUX
ajote-6762	61	5	examine	examine	VERB
ajote-6762	61	6	the	the	DET
ajote-6762	61	7	extent	extent	NOUN
ajote-6762	61	8	to	to	PART
ajote-6762	61	9	which	which	PRON
ajote-6762	61	10	items	item	NOUN
ajote-6762	61	11	conform	conform	VERB
ajote-6762	61	12	to	to	ADP
ajote-6762	61	13	widely	widely	ADV
ajote-6762	61	14	accepted	accept	VERB
ajote-6762	61	15	item	item	NOUN
ajote-6762	61	16	-	-	PUNCT
ajote-6762	61	17	writing	write	VERB
ajote-6762	61	18	guidelines	guideline	NOUN
ajote-6762	61	19	,	,	PUNCT
ajote-6762	61	20	such	such	ADJ
ajote-6762	61	21	as	as	ADP
ajote-6762	61	22	avoiding	avoid	VERB
ajote-6762	61	23	negatively	negatively	ADV
ajote-6762	61	24	worded	word	VERB
ajote-6762	61	25	items	item	NOUN
ajote-6762	61	26	and	and	CCONJ
ajote-6762	61	27	avoiding	avoid	VERB
ajote-6762	61	28	the	the	DET
ajote-6762	61	29	use	use	NOUN
ajote-6762	61	30	of	of	ADP
ajote-6762	61	31	longer	long	ADJ
ajote-6762	61	32	options	option	NOUN
ajote-6762	61	33	as	as	ADP
ajote-6762	61	34	the	the	DET
ajote-6762	61	35	answers	answer	NOUN
ajote-6762	61	36	.	.	PUNCT
ajote-6762	62	1	writing	write	VERB
ajote-6762	62	2	mcis	mcis	NOUN
ajote-6762	62	3	without	without	ADP
ajote-6762	62	4	following	follow	VERB
ajote-6762	62	5	the	the	DET
ajote-6762	62	6	guidelines	guideline	NOUN
ajote-6762	62	7	can	can	AUX
ajote-6762	62	8	result	result	VERB
ajote-6762	62	9	in	in	ADP
ajote-6762	62	10	lowering	lower	VERB
ajote-6762	62	11	the	the	DET
ajote-6762	62	12	quality	quality	NOUN
ajote-6762	62	13	of	of	ADP
ajote-6762	62	14	individual	individual	ADJ
ajote-6762	62	15	items	item	NOUN
ajote-6762	62	16	and	and	CCONJ
ajote-6762	62	17	the	the	DET
ajote-6762	62	18	test	test	NOUN
ajote-6762	62	19	as	as	ADP
ajote-6762	62	20	a	a	DET
ajote-6762	62	21	whole	whole	NOUN
ajote-6762	62	22	(	(	PUNCT
ajote-6762	62	23	downing	downing	NOUN
ajote-6762	62	24	,	,	PUNCT
ajote-6762	62	25	2005	2005	NUM
ajote-6762	62	26	;	;	PUNCT
ajote-6762	62	27	tarrant	tarrant	PROPN
ajote-6762	62	28	&	&	CCONJ
ajote-6762	62	29	ware	ware	PROPN
ajote-6762	62	30	,	,	PUNCT
ajote-6762	62	31	2008	2008	NUM
ajote-6762	62	32	)	)	PUNCT
ajote-6762	62	33	.	.	PUNCT
ajote-6762	63	1	ato	ato	PROPN
ajote-6762	63	2	kwamina	kwamina	PROPN
ajote-6762	63	3	arhin	arhin	PROPN
ajote-6762	63	4	,	,	PUNCT
ajote-6762	63	5	jonathan	jonathan	PROPN
ajote-6762	63	6	essuman	essuman	PROPN
ajote-6762	63	7	,	,	PUNCT
ajote-6762	63	8	&	&	CCONJ
ajote-6762	63	9	ekua	ekua	PROPN
ajote-6762	63	10	arhin	arhin	PROPN
ajote-6762	63	11	ajote	ajote	PROPN
ajote-6762	63	12	vol.10	vol.10	NOUN
ajote-6762	63	13	no	no	INTJ
ajote-6762	63	14	.	.	NOUN
ajote-6762	63	15	2	2	NUM
ajote-6762	63	16	(	(	PUNCT
ajote-6762	63	17	2021	2021	NUM
ajote-6762	63	18	)	)	PUNCT
ajote-6762	63	19	,	,	PUNCT
ajote-6762	63	20	121	121	NUM
ajote-6762	63	21	-	-	SYM
ajote-6762	63	22	143	143	NUM
ajote-6762	63	23	124	124	NUM
ajote-6762	63	24	specific	specific	ADJ
ajote-6762	63	25	research	research	NOUN
ajote-6762	63	26	-	-	PUNCT
ajote-6762	63	27	based	base	VERB
ajote-6762	63	28	principles	principle	NOUN
ajote-6762	63	29	guide	guide	VERB
ajote-6762	63	30	the	the	DET
ajote-6762	63	31	development	development	NOUN
ajote-6762	63	32	of	of	ADP
ajote-6762	63	33	effective	effective	ADJ
ajote-6762	63	34	mcis	mcis	NOUN
ajote-6762	63	35	(	(	PUNCT
ajote-6762	63	36	downing	downing	NOUN
ajote-6762	63	37	&	&	CCONJ
ajote-6762	63	38	haladyna	haladyna	NOUN
ajote-6762	63	39	,	,	PUNCT
ajote-6762	63	40	1997	1997	NUM
ajote-6762	63	41	;	;	PUNCT
ajote-6762	63	42	haladyna	haladyna	NOUN
ajote-6762	63	43	,	,	PUNCT
ajote-6762	63	44	2004	2004	NUM
ajote-6762	63	45	)	)	PUNCT
ajote-6762	63	46	.	.	PUNCT
ajote-6762	64	1	the	the	DET
ajote-6762	64	2	use	use	NOUN
ajote-6762	64	3	of	of	ADP
ajote-6762	64	4	these	these	DET
ajote-6762	64	5	research	research	NOUN
ajote-6762	64	6	-	-	PUNCT
ajote-6762	64	7	based	base	VERB
ajote-6762	64	8	principles	principle	NOUN
ajote-6762	64	9	makes	make	VERB
ajote-6762	64	10	item	item	NOUN
ajote-6762	64	11	writing	write	VERB
ajote-6762	64	12	a	a	DET
ajote-6762	64	13	science	science	NOUN
ajote-6762	64	14	.	.	PUNCT
ajote-6762	65	1	in	in	ADP
ajote-6762	65	2	a	a	DET
ajote-6762	65	3	review	review	NOUN
ajote-6762	65	4	by	by	ADP
ajote-6762	65	5	haladyna	haladyna	NOUN
ajote-6762	65	6	,	,	PUNCT
ajote-6762	65	7	downing	downing	NOUN
ajote-6762	65	8	and	and	CCONJ
ajote-6762	65	9	rodriguez	rodriguez	PROPN
ajote-6762	65	10	(	(	PUNCT
ajote-6762	65	11	2002	2002	NUM
ajote-6762	65	12	)	)	PUNCT
ajote-6762	65	13	a	a	DET
ajote-6762	65	14	taxonomy	taxonomy	NOUN
ajote-6762	65	15	of	of	ADP
ajote-6762	65	16	31	31	NUM
ajote-6762	65	17	item	item	NOUN
ajote-6762	65	18	-	-	PUNCT
ajote-6762	65	19	writing	write	VERB
ajote-6762	65	20	principles	principle	NOUN
ajote-6762	65	21	,	,	PUNCT
ajote-6762	65	22	based	base	VERB
ajote-6762	65	23	on	on	ADP
ajote-6762	65	24	an	an	DET
ajote-6762	65	25	analysis	analysis	NOUN
ajote-6762	65	26	of	of	ADP
ajote-6762	65	27	27	27	NUM
ajote-6762	65	28	current	current	ADJ
ajote-6762	65	29	educational	educational	ADJ
ajote-6762	65	30	measurement	measurement	NOUN
ajote-6762	65	31	textbooks	textbook	NOUN
ajote-6762	65	32	and	and	CCONJ
ajote-6762	65	33	27	27	NUM
ajote-6762	65	34	empirical	empirical	ADJ
ajote-6762	65	35	research	research	NOUN
ajote-6762	65	36	papers	paper	NOUN
ajote-6762	65	37	,	,	PUNCT
ajote-6762	65	38	have	have	AUX
ajote-6762	65	39	been	be	AUX
ajote-6762	65	40	identified	identify	VERB
ajote-6762	65	41	.	.	PUNCT
ajote-6762	66	1	deviation	deviation	NOUN
ajote-6762	66	2	from	from	ADP
ajote-6762	66	3	established	establish	VERB
ajote-6762	66	4	itemwriting	itemwrite	VERB
ajote-6762	66	5	principles	principle	NOUN
ajote-6762	66	6	may	may	AUX
ajote-6762	66	7	result	result	VERB
ajote-6762	66	8	in	in	ADP
ajote-6762	66	9	a	a	DET
ajote-6762	66	10	decrease	decrease	NOUN
ajote-6762	66	11	in	in	ADP
ajote-6762	66	12	validity	validity	NOUN
ajote-6762	66	13	evidence	evidence	NOUN
ajote-6762	66	14	for	for	ADP
ajote-6762	66	15	tests	test	NOUN
ajote-6762	66	16	(	(	PUNCT
ajote-6762	66	17	downing	downing	NOUN
ajote-6762	66	18	,	,	PUNCT
ajote-6762	66	19	2002	2002	NUM
ajote-6762	66	20	)	)	PUNCT
ajote-6762	66	21	.	.	PUNCT
ajote-6762	67	1	items	item	NOUN
ajote-6762	67	2	that	that	PRON
ajote-6762	67	3	violate	violate	VERB
ajote-6762	67	4	one	one	NUM
ajote-6762	67	5	or	or	CCONJ
ajote-6762	67	6	more	more	ADJ
ajote-6762	67	7	of	of	ADP
ajote-6762	67	8	the	the	DET
ajote-6762	67	9	standard	standard	ADJ
ajote-6762	67	10	items	item	NOUN
ajote-6762	67	11	writing	write	VERB
ajote-6762	67	12	principles	principle	NOUN
ajote-6762	67	13	—	—	PUNCT
ajote-6762	67	14	flawed	flawed	ADJ
ajote-6762	67	15	items	item	NOUN
ajote-6762	67	16	—	—	PUNCT
ajote-6762	67	17	tend	tend	VERB
ajote-6762	67	18	to	to	PART
ajote-6762	67	19	produce	produce	VERB
ajote-6762	67	20	construct	construct	VERB
ajote-6762	67	21	irrelevant	irrelevant	ADJ
ajote-6762	67	22	easiness	easiness	NOUN
ajote-6762	67	23	which	which	PRON
ajote-6762	67	24	refers	refer	VERB
ajote-6762	67	25	to	to	ADP
ajote-6762	67	26	a	a	DET
ajote-6762	67	27	contaminating	contaminate	VERB
ajote-6762	67	28	influence	influence	NOUN
ajote-6762	67	29	on	on	ADP
ajote-6762	67	30	test	test	NOUN
ajote-6762	67	31	scores	score	NOUN
ajote-6762	67	32	that	that	PRON
ajote-6762	67	33	tend	tend	VERB
ajote-6762	67	34	to	to	PART
ajote-6762	67	35	systematically	systematically	ADV
ajote-6762	67	36	increase	increase	VERB
ajote-6762	67	37	test	test	NOUN
ajote-6762	67	38	scores	score	NOUN
ajote-6762	67	39	for	for	ADP
ajote-6762	67	40	a	a	DET
ajote-6762	67	41	specific	specific	ADJ
ajote-6762	67	42	examinee	examinee	NOUN
ajote-6762	67	43	or	or	CCONJ
ajote-6762	67	44	a	a	DET
ajote-6762	67	45	group	group	NOUN
ajote-6762	67	46	of	of	ADP
ajote-6762	67	47	examinees	examinee	NOUN
ajote-6762	67	48	;	;	PUNCT
ajote-6762	67	49	construct	construct	VERB
ajote-6762	67	50	-	-	PUNCT
ajote-6762	67	51	irrelevant	irrelevant	ADJ
ajote-6762	67	52	difficulty	difficulty	NOUN
ajote-6762	67	53	does	do	VERB
ajote-6762	67	54	the	the	DET
ajote-6762	67	55	opposite	opposite	NOUN
ajote-6762	67	56	.	.	PUNCT
ajote-6762	68	1	it	it	PRON
ajote-6762	68	2	systematically	systematically	ADV
ajote-6762	68	3	decreases	decrease	VERB
ajote-6762	68	4	test	test	NOUN
ajote-6762	68	5	scores	score	NOUN
ajote-6762	68	6	for	for	ADP
ajote-6762	68	7	a	a	DET
ajote-6762	68	8	specific	specific	ADJ
ajote-6762	68	9	examinee	examinee	NOUN
ajote-6762	68	10	or	or	CCONJ
ajote-6762	68	11	a	a	DET
ajote-6762	68	12	group	group	NOUN
ajote-6762	68	13	of	of	ADP
ajote-6762	68	14	examinees	examinee	NOUN
ajote-6762	68	15	(	(	PUNCT
ajote-6762	68	16	haladyna	haladyna	NOUN
ajote-6762	68	17	,	,	PUNCT
ajote-6762	68	18	downing	downing	NOUN
ajote-6762	68	19	,	,	PUNCT
ajote-6762	68	20	2004	2004	NUM
ajote-6762	68	21	)	)	PUNCT
ajote-6762	68	22	.	.	PUNCT
ajote-6762	69	1	these	these	DET
ajote-6762	69	2	effects	effect	NOUN
ajote-6762	69	3	are	be	AUX
ajote-6762	69	4	called	call	VERB
ajote-6762	69	5	construct	construct	VERB
ajote-6762	69	6	-	-	PUNCT
ajote-6762	69	7	irrelevant	irrelevant	ADJ
ajote-6762	69	8	variance	variance	NOUN
ajote-6762	69	9	(	(	PUNCT
ajote-6762	69	10	civ	civ	NOUN
ajote-6762	69	11	)	)	PUNCT
ajote-6762	69	12	.	.	PUNCT
ajote-6762	70	1	similarly	similarly	ADV
ajote-6762	70	2	,	,	PUNCT
ajote-6762	70	3	multiple	multiple	ADJ
ajote-6762	70	4	-	-	PUNCT
ajote-6762	70	5	choice	choice	NOUN
ajote-6762	70	6	test	test	NOUN
ajote-6762	70	7	items	item	NOUN
ajote-6762	70	8	tend	tend	VERB
ajote-6762	70	9	to	to	PART
ajote-6762	70	10	have	have	VERB
ajote-6762	70	11	high	high	ADJ
ajote-6762	70	12	grading	grading	NOUN
ajote-6762	70	13	reliability	reliability	NOUN
ajote-6762	70	14	,	,	PUNCT
ajote-6762	70	15	however	however	ADV
ajote-6762	70	16	,	,	PUNCT
ajote-6762	70	17	creating	create	VERB
ajote-6762	70	18	valid	valid	ADJ
ajote-6762	70	19	mc	mc	NOUN
ajote-6762	70	20	items	item	NOUN
ajote-6762	70	21	that	that	PRON
ajote-6762	70	22	perform	perform	VERB
ajote-6762	70	23	reliably	reliably	ADV
ajote-6762	70	24	is	be	AUX
ajote-6762	70	25	difficult	difficult	ADJ
ajote-6762	70	26	and	and	CCONJ
ajote-6762	70	27	requires	require	VERB
ajote-6762	70	28	skill	skill	NOUN
ajote-6762	70	29	to	to	PART
ajote-6762	70	30	do	do	VERB
ajote-6762	70	31	that	that	PRON
ajote-6762	70	32	properly	properly	ADV
ajote-6762	70	33	(	(	PUNCT
ajote-6762	70	34	pellegrino	pellegrino	NOUN
ajote-6762	70	35	,	,	PUNCT
ajote-6762	70	36	chudowsky	chudowsky	PROPN
ajote-6762	70	37	&	&	CCONJ
ajote-6762	70	38	glaser	glaser	PROPN
ajote-6762	70	39	,	,	PUNCT
ajote-6762	70	40	2001	2001	NUM
ajote-6762	70	41	)	)	PUNCT
ajote-6762	70	42	.	.	PUNCT
ajote-6762	71	1	many	many	ADJ
ajote-6762	71	2	teachers	teacher	NOUN
ajote-6762	71	3	usually	usually	ADV
ajote-6762	71	4	have	have	VERB
ajote-6762	71	5	little	little	ADJ
ajote-6762	71	6	to	to	ADP
ajote-6762	71	7	no	no	DET
ajote-6762	71	8	formal	formal	ADJ
ajote-6762	71	9	training	training	NOUN
ajote-6762	71	10	regarding	regard	VERB
ajote-6762	71	11	appropriate	appropriate	ADJ
ajote-6762	71	12	assessment	assessment	NOUN
ajote-6762	71	13	practices	practice	NOUN
ajote-6762	71	14	.	.	PUNCT
ajote-6762	72	1	for	for	ADP
ajote-6762	72	2	example	example	NOUN
ajote-6762	72	3	,	,	PUNCT
ajote-6762	72	4	most	most	ADJ
ajote-6762	72	5	pre	pre	ADJ
ajote-6762	72	6	-	-	ADJ
ajote-6762	72	7	service	service	ADJ
ajote-6762	72	8	teachers	teacher	NOUN
ajote-6762	72	9	in	in	ADP
ajote-6762	72	10	ghana	ghana	PROPN
ajote-6762	72	11	take	take	VERB
ajote-6762	72	12	a	a	DET
ajote-6762	72	13	three	three	NUM
ajote-6762	72	14	-	-	PUNCT
ajote-6762	72	15	hour	hour	NOUN
ajote-6762	72	16	course	course	NOUN
ajote-6762	72	17	in	in	ADP
ajote-6762	72	18	assessment	assessment	NOUN
ajote-6762	72	19	in	in	ADP
ajote-6762	72	20	schools	school	NOUN
ajote-6762	72	21	which	which	PRON
ajote-6762	72	22	is	be	AUX
ajote-6762	72	23	woefully	woefully	ADV
ajote-6762	72	24	inadequate	inadequate	ADJ
ajote-6762	72	25	to	to	PART
ajote-6762	72	26	prepare	prepare	VERB
ajote-6762	72	27	them	they	PRON
ajote-6762	72	28	for	for	ADP
ajote-6762	72	29	the	the	DET
ajote-6762	72	30	enormous	enormous	ADJ
ajote-6762	72	31	task	task	NOUN
ajote-6762	72	32	ahead	ahead	ADV
ajote-6762	72	33	of	of	ADP
ajote-6762	72	34	them	they	PRON
ajote-6762	72	35	.	.	PUNCT
ajote-6762	73	1	in	in	ADP
ajote-6762	73	2	addition	addition	NOUN
ajote-6762	73	3	to	to	ADP
ajote-6762	73	4	a	a	DET
ajote-6762	73	5	lack	lack	NOUN
ajote-6762	73	6	of	of	ADP
ajote-6762	73	7	training	training	NOUN
ajote-6762	73	8	,	,	PUNCT
ajote-6762	73	9	another	another	DET
ajote-6762	73	10	reason	reason	NOUN
ajote-6762	73	11	is	be	AUX
ajote-6762	73	12	creating	create	VERB
ajote-6762	73	13	mc	mc	PROPN
ajote-6762	73	14	items	item	NOUN
ajote-6762	73	15	can	can	AUX
ajote-6762	73	16	be	be	AUX
ajote-6762	73	17	difficult	difficult	ADJ
ajote-6762	73	18	because	because	SCONJ
ajote-6762	73	19	there	there	PRON
ajote-6762	73	20	are	be	VERB
ajote-6762	73	21	numerous	numerous	ADJ
ajote-6762	73	22	ways	way	NOUN
ajote-6762	73	23	to	to	PART
ajote-6762	73	24	lessen	lessen	VERB
ajote-6762	73	25	an	an	DET
ajote-6762	73	26	examination	examination	NOUN
ajote-6762	73	27	's	's	PART
ajote-6762	73	28	validity	validity	NOUN
ajote-6762	73	29	based	base	VERB
ajote-6762	73	30	on	on	ADP
ajote-6762	73	31	how	how	SCONJ
ajote-6762	73	32	it	it	PRON
ajote-6762	73	33	is	be	AUX
ajote-6762	73	34	designed	design	VERB
ajote-6762	73	35	.	.	PUNCT
ajote-6762	74	1	although	although	SCONJ
ajote-6762	74	2	multiple	multiple	ADJ
ajote-6762	74	3	-	-	PUNCT
ajote-6762	74	4	choice	choice	NOUN
ajote-6762	74	5	items	item	NOUN
ajote-6762	74	6	are	be	AUX
ajote-6762	74	7	commonly	commonly	ADV
ajote-6762	74	8	used	use	VERB
ajote-6762	74	9	in	in	ADP
ajote-6762	74	10	tertiary	tertiary	ADJ
ajote-6762	74	11	institutions	institution	NOUN
ajote-6762	74	12	and	and	CCONJ
ajote-6762	74	13	other	other	ADJ
ajote-6762	74	14	levels	level	NOUN
ajote-6762	74	15	of	of	ADP
ajote-6762	74	16	language	language	NOUN
ajote-6762	74	17	instruction	instruction	NOUN
ajote-6762	74	18	and	and	CCONJ
ajote-6762	74	19	other	other	ADJ
ajote-6762	74	20	subject	subject	ADJ
ajote-6762	74	21	areas	area	NOUN
ajote-6762	74	22	in	in	ADP
ajote-6762	74	23	ghana	ghana	PROPN
ajote-6762	74	24	,	,	PUNCT
ajote-6762	74	25	there	there	PRON
ajote-6762	74	26	has	have	AUX
ajote-6762	74	27	not	not	PART
ajote-6762	74	28	been	be	AUX
ajote-6762	74	29	enough	enough	ADJ
ajote-6762	74	30	evidence	evidence	NOUN
ajote-6762	74	31	about	about	ADP
ajote-6762	74	32	the	the	DET
ajote-6762	74	33	item	item	NOUN
ajote-6762	74	34	analysis	analysis	NOUN
ajote-6762	74	35	of	of	ADP
ajote-6762	74	36	multiple	multiple	ADJ
ajote-6762	74	37	-	-	PUNCT
ajote-6762	74	38	choice	choice	NOUN
ajote-6762	74	39	tests	test	NOUN
ajote-6762	74	40	in	in	ADP
ajote-6762	74	41	the	the	DET
ajote-6762	74	42	area	area	NOUN
ajote-6762	74	43	of	of	ADP
ajote-6762	74	44	communication	communication	NOUN
ajote-6762	74	45	skills	skill	NOUN
ajote-6762	74	46	.	.	PUNCT
ajote-6762	75	1	it	it	PRON
ajote-6762	75	2	is	be	AUX
ajote-6762	75	3	important	important	ADJ
ajote-6762	75	4	to	to	PART
ajote-6762	75	5	note	note	VERB
ajote-6762	75	6	that	that	SCONJ
ajote-6762	75	7	“	"	PUNCT
ajote-6762	75	8	the	the	DET
ajote-6762	75	9	quality	quality	NOUN
ajote-6762	75	10	of	of	ADP
ajote-6762	75	11	a	a	DET
ajote-6762	75	12	test	test	NOUN
ajote-6762	75	13	largely	largely	ADV
ajote-6762	75	14	depends	depend	VERB
ajote-6762	75	15	on	on	ADP
ajote-6762	75	16	the	the	DET
ajote-6762	75	17	quality	quality	NOUN
ajote-6762	75	18	of	of	ADP
ajote-6762	75	19	the	the	DET
ajote-6762	75	20	individual	individual	ADJ
ajote-6762	75	21	items	item	NOUN
ajote-6762	75	22	”	"	PUNCT
ajote-6762	75	23	(	(	PUNCT
ajote-6762	75	24	oluseyi	oluseyi	NOUN
ajote-6762	75	25	&	&	CCONJ
ajote-6762	75	26	olufemi	olufemi	NOUN
ajote-6762	75	27	,	,	PUNCT
ajote-6762	75	28	p.240	p.240	NOUN
ajote-6762	75	29	)	)	PUNCT
ajote-6762	75	30	.	.	PUNCT
ajote-6762	76	1	therefore	therefore	ADV
ajote-6762	76	2	,	,	PUNCT
ajote-6762	76	3	this	this	DET
ajote-6762	76	4	study	study	NOUN
ajote-6762	76	5	attempts	attempt	VERB
ajote-6762	76	6	to	to	PART
ajote-6762	76	7	fill	fill	VERB
ajote-6762	76	8	this	this	DET
ajote-6762	76	9	gap	gap	NOUN
ajote-6762	76	10	by	by	ADP
ajote-6762	76	11	answering	answer	VERB
ajote-6762	76	12	the	the	DET
ajote-6762	76	13	following	follow	VERB
ajote-6762	76	14	research	research	NOUN
ajote-6762	76	15	questions	question	NOUN
ajote-6762	76	16	:	:	PUNCT
ajote-6762	76	17	(	(	PUNCT
ajote-6762	76	18	1	1	X
ajote-6762	76	19	)	)	PUNCT
ajote-6762	76	20	what	what	PRON
ajote-6762	76	21	is	be	AUX
ajote-6762	76	22	the	the	DET
ajote-6762	76	23	difficulty	difficulty	NOUN
ajote-6762	76	24	level	level	NOUN
ajote-6762	76	25	(	(	PUNCT
ajote-6762	76	26	item	item	NOUN
ajote-6762	76	27	facility	facility	NOUN
ajote-6762	76	28	)	)	PUNCT
ajote-6762	76	29	of	of	ADP
ajote-6762	76	30	each	each	DET
ajote-6762	76	31	item	item	NOUN
ajote-6762	76	32	on	on	ADP
ajote-6762	76	33	the	the	DET
ajote-6762	76	34	communication	communication	NOUN
ajote-6762	76	35	skills	skill	NOUN
ajote-6762	76	36	test	test	NOUN
ajote-6762	76	37	?	?	PUNCT
ajote-6762	77	1	(	(	PUNCT
ajote-6762	77	2	2	2	X
ajote-6762	77	3	)	)	PUNCT
ajote-6762	77	4	what	what	PRON
ajote-6762	77	5	is	be	AUX
ajote-6762	77	6	the	the	DET
ajote-6762	77	7	discrimination	discrimination	NOUN
ajote-6762	77	8	index	index	NOUN
ajote-6762	77	9	(	(	PUNCT
ajote-6762	77	10	item	item	NOUN
ajote-6762	77	11	discrimination	discrimination	NOUN
ajote-6762	77	12	)	)	PUNCT
ajote-6762	77	13	of	of	ADP
ajote-6762	77	14	each	each	DET
ajote-6762	77	15	item	item	NOUN
ajote-6762	77	16	on	on	ADP
ajote-6762	77	17	the	the	DET
ajote-6762	77	18	communication	communication	NOUN
ajote-6762	77	19	skills	skill	NOUN
ajote-6762	77	20	test	test	NOUN
ajote-6762	77	21	?	?	PUNCT
ajote-6762	78	1	(	(	PUNCT
ajote-6762	78	2	3	3	X
ajote-6762	78	3	)	)	PUNCT
ajote-6762	78	4	what	what	PRON
ajote-6762	78	5	is	be	AUX
ajote-6762	78	6	the	the	DET
ajote-6762	78	7	relationship	relationship	NOUN
ajote-6762	78	8	between	between	ADP
ajote-6762	78	9	the	the	DET
ajote-6762	78	10	facility	facility	NOUN
ajote-6762	78	11	and	and	CCONJ
ajote-6762	78	12	the	the	DET
ajote-6762	78	13	discrimination	discrimination	NOUN
ajote-6762	78	14	index	index	NOUN
ajote-6762	78	15	of	of	ADP
ajote-6762	78	16	the	the	DET
ajote-6762	78	17	item	item	NOUN
ajote-6762	78	18	on	on	ADP
ajote-6762	78	19	the	the	DET
ajote-6762	78	20	communication	communication	NOUN
ajote-6762	78	21	skills	skill	NOUN
ajote-6762	78	22	test	test	NOUN
ajote-6762	78	23	?	?	PUNCT
ajote-6762	79	1	the	the	DET
ajote-6762	79	2	present	present	ADJ
ajote-6762	79	3	study	study	NOUN
ajote-6762	79	4	was	be	AUX
ajote-6762	79	5	undertaken	undertake	VERB
ajote-6762	79	6	in	in	ADP
ajote-6762	79	7	the	the	DET
ajote-6762	79	8	first	first	ADJ
ajote-6762	79	9	semester	semester	NOUN
ajote-6762	79	10	of	of	ADP
ajote-6762	79	11	the	the	DET
ajote-6762	79	12	2019/20	2019/20	NUM
ajote-6762	79	13	academic	academic	ADJ
ajote-6762	79	14	year	year	NOUN
ajote-6762	79	15	to	to	PART
ajote-6762	79	16	assess	assess	VERB
ajote-6762	79	17	some	some	DET
ajote-6762	79	18	item	item	NOUN
ajote-6762	79	19	writing	write	VERB
ajote-6762	79	20	flaws	flaw	NOUN
ajote-6762	79	21	observed	observe	VERB
ajote-6762	79	22	in	in	ADP
ajote-6762	79	23	a	a	DET
ajote-6762	79	24	communication	communication	NOUN
ajote-6762	79	25	skills	skill	NOUN
ajote-6762	79	26	test	test	NOUN
ajote-6762	79	27	in	in	ADP
ajote-6762	79	28	a	a	DET
ajote-6762	79	29	technical	technical	ADJ
ajote-6762	79	30	university	university	NOUN
ajote-6762	79	31	in	in	ADP
ajote-6762	79	32	ghana	ghana	PROPN
ajote-6762	79	33	.	.	PUNCT
ajote-6762	80	1	the	the	DET
ajote-6762	80	2	observed	observed	ADJ
ajote-6762	80	3	flaws	flaw	NOUN
ajote-6762	80	4	were	be	AUX
ajote-6762	80	5	,	,	PUNCT
ajote-6762	80	6	"	"	PUNCT
ajote-6762	80	7	longer	long	ADJ
ajote-6762	80	8	sentences	sentence	NOUN
ajote-6762	80	9	as	as	ADP
ajote-6762	80	10	answers	answer	NOUN
ajote-6762	80	11	among	among	ADP
ajote-6762	80	12	the	the	DET
ajote-6762	80	13	options	option	NOUN
ajote-6762	80	14	"	"	PUNCT
ajote-6762	80	15	,	,	PUNCT
ajote-6762	80	16	"	"	PUNCT
ajote-6762	80	17	use	use	NOUN
ajote-6762	80	18	of	of	ADP
ajote-6762	80	19	negative	negative	ADJ
ajote-6762	80	20	words	word	NOUN
ajote-6762	80	21	"	"	PUNCT
ajote-6762	80	22	,	,	PUNCT
ajote-6762	80	23	"	"	PUNCT
ajote-6762	80	24	starting	start	VERB
ajote-6762	80	25	a	a	DET
ajote-6762	80	26	statement	statement	NOUN
ajote-6762	80	27	with	with	ADP
ajote-6762	80	28	a	a	DET
ajote-6762	80	29	blank	blank	NOUN
ajote-6762	80	30	"	"	PUNCT
ajote-6762	80	31	and	and	CCONJ
ajote-6762	80	32	"	"	PUNCT
ajote-6762	80	33	options	option	NOUN
ajote-6762	80	34	not	not	PART
ajote-6762	80	35	arranged	arrange	VERB
ajote-6762	80	36	analysis	analysis	NOUN
ajote-6762	80	37	of	of	ADP
ajote-6762	80	38	item	item	NOUN
ajote-6762	80	39	writing	write	VERB
ajote-6762	80	40	flaws	flaw	NOUN
ajote-6762	80	41	in	in	ADP
ajote-6762	80	42	a	a	DET
ajote-6762	80	43	communications	communication	NOUN
ajote-6762	80	44	skills	skill	NOUN
ajote-6762	80	45	test	test	NOUN
ajote-6762	80	46	in	in	ADP
ajote-6762	80	47	a	a	DET
ajote-6762	80	48	ghanaian	ghanaian	ADJ
ajote-6762	80	49	university	university	NOUN
ajote-6762	80	50	ajote	ajote	NOUN
ajote-6762	80	51	vol.10	vol.10	NOUN
ajote-6762	80	52	no	no	INTJ
ajote-6762	80	53	.	.	NOUN
ajote-6762	80	54	2	2	NUM
ajote-6762	80	55	(	(	PUNCT
ajote-6762	80	56	2021	2021	NUM
ajote-6762	80	57	)	)	PUNCT
ajote-6762	80	58	,	,	PUNCT
ajote-6762	80	59	121	121	NUM
ajote-6762	80	60	-	-	SYM
ajote-6762	80	61	143	143	NUM
ajote-6762	80	62	125	125	NUM
ajote-6762	80	63	in	in	ADP
ajote-6762	80	64	alphabetical	alphabetical	ADJ
ajote-6762	80	65	order	order	NOUN
ajote-6762	80	66	"	"	PUNCT
ajote-6762	80	67	.	.	PUNCT
ajote-6762	81	1	these	these	DET
ajote-6762	81	2	flaws	flaw	NOUN
ajote-6762	81	3	are	be	AUX
ajote-6762	81	4	capable	capable	ADJ
ajote-6762	81	5	of	of	ADP
ajote-6762	81	6	introducing	introduce	VERB
ajote-6762	81	7	testwiseness	testwiseness	NOUN
ajote-6762	81	8	in	in	ADP
ajote-6762	81	9	the	the	DET
ajote-6762	81	10	answering	answering	NOUN
ajote-6762	81	11	of	of	ADP
ajote-6762	81	12	the	the	DET
ajote-6762	81	13	test	test	NOUN
ajote-6762	81	14	by	by	ADP
ajote-6762	81	15	students	student	NOUN
ajote-6762	81	16	.	.	PUNCT
ajote-6762	82	1	testwiseness	testwiseness	PROPN
ajote-6762	82	2	is	be	AUX
ajote-6762	82	3	defined	define	VERB
ajote-6762	82	4	as	as	ADP
ajote-6762	82	5	a	a	DET
ajote-6762	82	6	student	student	NOUN
ajote-6762	82	7	's	's	PART
ajote-6762	82	8	capacity	capacity	NOUN
ajote-6762	82	9	to	to	PART
ajote-6762	82	10	utilize	utilize	VERB
ajote-6762	82	11	the	the	DET
ajote-6762	82	12	characteristics	characteristic	NOUN
ajote-6762	82	13	and	and	CCONJ
ajote-6762	82	14	formats	format	NOUN
ajote-6762	82	15	of	of	ADP
ajote-6762	82	16	a	a	DET
ajote-6762	82	17	test	test	NOUN
ajote-6762	82	18	and/or	and/or	CCONJ
ajote-6762	82	19	the	the	DET
ajote-6762	82	20	test	test	NOUN
ajote-6762	82	21	-	-	PUNCT
ajote-6762	82	22	taking	take	VERB
ajote-6762	82	23	situation	situation	NOUN
ajote-6762	82	24	to	to	PART
ajote-6762	82	25	receive	receive	VERB
ajote-6762	82	26	a	a	DET
ajote-6762	82	27	high	high	ADJ
ajote-6762	82	28	score	score	NOUN
ajote-6762	82	29	(	(	PUNCT
ajote-6762	82	30	millman	millman	NOUN
ajote-6762	82	31	,	,	PUNCT
ajote-6762	82	32	bishop	bishop	PROPN
ajote-6762	82	33	and	and	CCONJ
ajote-6762	82	34	ebel	ebel	NOUN
ajote-6762	82	35	,	,	PUNCT
ajote-6762	82	36	1965	1965	NUM
ajote-6762	82	37	)	)	PUNCT
ajote-6762	82	38	.	.	PUNCT
ajote-6762	83	1	flawed	flawed	ADJ
ajote-6762	83	2	test	test	NOUN
ajote-6762	83	3	items	item	NOUN
ajote-6762	83	4	are	be	AUX
ajote-6762	83	5	capable	capable	ADJ
ajote-6762	83	6	of	of	ADP
ajote-6762	83	7	providing	provide	VERB
ajote-6762	83	8	test	test	NOUN
ajote-6762	83	9	-	-	PUNCT
ajote-6762	83	10	wise	wise	ADJ
ajote-6762	83	11	cues	cue	NOUN
ajote-6762	83	12	to	to	ADP
ajote-6762	83	13	the	the	DET
ajote-6762	83	14	items	item	NOUN
ajote-6762	83	15	,	,	PUNCT
ajote-6762	83	16	thereby	thereby	ADV
ajote-6762	83	17	distorting	distort	VERB
ajote-6762	83	18	the	the	DET
ajote-6762	83	19	true	true	ADJ
ajote-6762	83	20	performance	performance	NOUN
ajote-6762	83	21	of	of	ADP
ajote-6762	83	22	the	the	DET
ajote-6762	83	23	student	student	NOUN
ajote-6762	83	24	.	.	PUNCT
ajote-6762	84	1	given	give	VERB
ajote-6762	84	2	the	the	DET
ajote-6762	84	3	widespread	widespread	ADJ
ajote-6762	84	4	use	use	NOUN
ajote-6762	84	5	of	of	ADP
ajote-6762	84	6	mcis	mcis	NOUN
ajote-6762	84	7	in	in	ADP
ajote-6762	84	8	tertiary	tertiary	ADJ
ajote-6762	84	9	educational	educational	ADJ
ajote-6762	84	10	settings	setting	NOUN
ajote-6762	84	11	,	,	PUNCT
ajote-6762	84	12	it	it	PRON
ajote-6762	84	13	is	be	AUX
ajote-6762	84	14	practically	practically	ADV
ajote-6762	84	15	important	important	ADJ
ajote-6762	84	16	to	to	PART
ajote-6762	84	17	look	look	VERB
ajote-6762	84	18	carefully	carefully	ADV
ajote-6762	84	19	at	at	ADP
ajote-6762	84	20	the	the	DET
ajote-6762	84	21	quality	quality	NOUN
ajote-6762	84	22	of	of	ADP
ajote-6762	84	23	the	the	DET
ajote-6762	84	24	mc	mc	PROPN
ajote-6762	84	25	items	item	NOUN
ajote-6762	84	26	on	on	ADP
ajote-6762	84	27	classroom	classroom	NOUN
ajote-6762	84	28	tests	test	NOUN
ajote-6762	84	29	,	,	PUNCT
ajote-6762	84	30	and	and	CCONJ
ajote-6762	84	31	this	this	PRON
ajote-6762	84	32	was	be	AUX
ajote-6762	84	33	the	the	DET
ajote-6762	84	34	specific	specific	ADJ
ajote-6762	84	35	purpose	purpose	NOUN
ajote-6762	84	36	of	of	ADP
ajote-6762	84	37	this	this	DET
ajote-6762	84	38	study	study	NOUN
ajote-6762	84	39	.	.	PUNCT
ajote-6762	85	1	evaluating	evaluate	VERB
ajote-6762	85	2	the	the	DET
ajote-6762	85	3	quality	quality	NOUN
ajote-6762	85	4	of	of	ADP
ajote-6762	85	5	mc	mc	PROPN
ajote-6762	85	6	items	item	NOUN
ajote-6762	85	7	involves	involve	VERB
ajote-6762	85	8	many	many	ADJ
ajote-6762	85	9	factors	factor	NOUN
ajote-6762	85	10	.	.	PUNCT
ajote-6762	86	1	firstly	firstly	ADV
ajote-6762	86	2	,	,	PUNCT
ajote-6762	86	3	one	one	PRON
ajote-6762	86	4	can	can	AUX
ajote-6762	86	5	examine	examine	VERB
ajote-6762	86	6	the	the	DET
ajote-6762	86	7	extent	extent	NOUN
ajote-6762	86	8	to	to	PART
ajote-6762	86	9	which	which	PRON
ajote-6762	86	10	items	item	NOUN
ajote-6762	86	11	conform	conform	VERB
ajote-6762	86	12	to	to	ADP
ajote-6762	86	13	widely	widely	ADV
ajote-6762	86	14	accepted	accept	VERB
ajote-6762	86	15	item	item	NOUN
ajote-6762	86	16	-	-	PUNCT
ajote-6762	86	17	writing	write	VERB
ajote-6762	86	18	guidelines	guideline	NOUN
ajote-6762	86	19	,	,	PUNCT
ajote-6762	86	20	such	such	ADJ
ajote-6762	86	21	as	as	ADP
ajote-6762	86	22	avoiding	avoid	VERB
ajote-6762	86	23	negatively	negatively	ADV
ajote-6762	86	24	worded	word	VERB
ajote-6762	86	25	items	item	NOUN
ajote-6762	86	26	and	and	CCONJ
ajote-6762	86	27	avoiding	avoid	VERB
ajote-6762	86	28	the	the	DET
ajote-6762	86	29	use	use	NOUN
ajote-6762	86	30	of	of	ADP
ajote-6762	86	31	longer	long	ADJ
ajote-6762	86	32	options	option	NOUN
ajote-6762	86	33	as	as	ADP
ajote-6762	86	34	the	the	DET
ajote-6762	86	35	answers	answer	NOUN
ajote-6762	86	36	.	.	PUNCT
ajote-6762	87	1	writing	write	VERB
ajote-6762	87	2	mcis	mcis	NOUN
ajote-6762	87	3	without	without	ADP
ajote-6762	87	4	following	follow	VERB
ajote-6762	87	5	the	the	DET
ajote-6762	87	6	guidelines	guideline	NOUN
ajote-6762	87	7	can	can	AUX
ajote-6762	87	8	result	result	VERB
ajote-6762	87	9	in	in	ADP
ajote-6762	87	10	lowering	lower	VERB
ajote-6762	87	11	the	the	DET
ajote-6762	87	12	quality	quality	NOUN
ajote-6762	87	13	of	of	ADP
ajote-6762	87	14	individual	individual	ADJ
ajote-6762	87	15	items	item	NOUN
ajote-6762	87	16	and	and	CCONJ
ajote-6762	87	17	the	the	DET
ajote-6762	87	18	test	test	NOUN
ajote-6762	87	19	as	as	ADP
ajote-6762	87	20	a	a	DET
ajote-6762	87	21	whole	whole	NOUN
ajote-6762	87	22	(	(	PUNCT
ajote-6762	87	23	downing	downing	NOUN
ajote-6762	87	24	,	,	PUNCT
ajote-6762	87	25	2005	2005	NUM
ajote-6762	87	26	;	;	PUNCT
ajote-6762	87	27	tarrant	tarrant	PROPN
ajote-6762	87	28	&	&	CCONJ
ajote-6762	87	29	ware	ware	PROPN
ajote-6762	87	30	,	,	PUNCT
ajote-6762	87	31	2008	2008	NUM
ajote-6762	87	32	)	)	PUNCT
ajote-6762	87	33	.	.	PUNCT
ajote-6762	88	1	secondly	secondly	ADV
ajote-6762	88	2	,	,	PUNCT
ajote-6762	88	3	analyzing	analyze	VERB
ajote-6762	88	4	the	the	DET
ajote-6762	88	5	responses	response	NOUN
ajote-6762	88	6	from	from	ADP
ajote-6762	88	7	testees	testee	NOUN
ajote-6762	88	8	is	be	AUX
ajote-6762	88	9	another	another	DET
ajote-6762	88	10	approach	approach	NOUN
ajote-6762	88	11	used	use	VERB
ajote-6762	88	12	in	in	ADP
ajote-6762	88	13	the	the	DET
ajote-6762	88	14	research	research	NOUN
ajote-6762	88	15	presented	present	VERB
ajote-6762	88	16	here	here	ADV
ajote-6762	88	17	.	.	PUNCT
ajote-6762	89	1	specifically	specifically	ADV
ajote-6762	89	2	,	,	PUNCT
ajote-6762	89	3	we	we	PRON
ajote-6762	89	4	analyzed	analyze	VERB
ajote-6762	89	5	a	a	DET
ajote-6762	89	6	teacher	teacher	NOUN
ajote-6762	89	7	-	-	PUNCT
ajote-6762	89	8	made	make	VERB
ajote-6762	89	9	communication	communication	NOUN
ajote-6762	89	10	skills	skill	NOUN
ajote-6762	89	11	test	test	NOUN
ajote-6762	89	12	administered	administer	VERB
ajote-6762	89	13	to	to	ADP
ajote-6762	89	14	first	first	ADJ
ajote-6762	89	15	-	-	PUNCT
ajote-6762	89	16	year	year	NOUN
ajote-6762	89	17	it	it	PRON
ajote-6762	89	18	students	student	VERB
ajote-6762	89	19	at	at	ADP
ajote-6762	89	20	a	a	DET
ajote-6762	89	21	technical	technical	ADJ
ajote-6762	89	22	university	university	NOUN
ajote-6762	89	23	in	in	ADP
ajote-6762	89	24	ghana	ghana	PROPN
ajote-6762	89	25	and	and	CCONJ
ajote-6762	89	26	focused	focus	VERB
ajote-6762	89	27	on	on	ADP
ajote-6762	89	28	how	how	SCONJ
ajote-6762	89	29	students	student	NOUN
ajote-6762	89	30	score	score	VERB
ajote-6762	89	31	on	on	ADP
ajote-6762	89	32	the	the	DET
ajote-6762	89	33	flawed	flawed	ADJ
ajote-6762	89	34	items	item	NOUN
ajote-6762	89	35	were	be	AUX
ajote-6762	89	36	affected	affect	VERB
ajote-6762	89	37	by	by	ADP
ajote-6762	89	38	two	two	NUM
ajote-6762	89	39	major	major	ADJ
ajote-6762	89	40	characteristics	characteristic	NOUN
ajote-6762	89	41	of	of	ADP
ajote-6762	89	42	mc	mc	PROPN
ajote-6762	89	43	items	item	NOUN
ajote-6762	89	44	:	:	PUNCT
ajote-6762	89	45	facility	facility	NOUN
ajote-6762	89	46	and	and	CCONJ
ajote-6762	89	47	discrimination	discrimination	NOUN
ajote-6762	89	48	index	index	NOUN
ajote-6762	89	49	.	.	PUNCT
ajote-6762	90	1	methodology	methodology	NOUN
ajote-6762	90	2	participants	participant	NOUN
ajote-6762	90	3	all	all	DET
ajote-6762	90	4	110	110	NUM
ajote-6762	90	5	respondents	respondent	NOUN
ajote-6762	90	6	were	be	AUX
ajote-6762	90	7	first	first	ADJ
ajote-6762	90	8	-	-	PUNCT
ajote-6762	90	9	year	year	NOUN
ajote-6762	90	10	undergraduate	undergraduate	NOUN
ajote-6762	90	11	students	student	NOUN
ajote-6762	90	12	pursuing	pursue	VERB
ajote-6762	90	13	a	a	DET
ajote-6762	90	14	degree	degree	NOUN
ajote-6762	90	15	in	in	ADP
ajote-6762	90	16	information	information	NOUN
ajote-6762	90	17	technology	technology	NOUN
ajote-6762	90	18	education	education	NOUN
ajote-6762	90	19	.	.	PUNCT
ajote-6762	91	1	these	these	DET
ajote-6762	91	2	students	student	NOUN
ajote-6762	91	3	were	be	AUX
ajote-6762	91	4	purposively	purposively	ADV
ajote-6762	91	5	selected	select	VERB
ajote-6762	91	6	because	because	SCONJ
ajote-6762	91	7	the	the	DET
ajote-6762	91	8	instructor	instructor	NOUN
ajote-6762	91	9	agreed	agree	VERB
ajote-6762	91	10	to	to	PART
ajote-6762	91	11	allow	allow	VERB
ajote-6762	91	12	us	we	PRON
ajote-6762	91	13	to	to	PART
ajote-6762	91	14	use	use	VERB
ajote-6762	91	15	his	his	PRON
ajote-6762	91	16	test	test	NOUN
ajote-6762	91	17	items	item	NOUN
ajote-6762	91	18	for	for	ADP
ajote-6762	91	19	the	the	DET
ajote-6762	91	20	study	study	NOUN
ajote-6762	91	21	.	.	PUNCT
ajote-6762	92	1	the	the	DET
ajote-6762	92	2	test	test	NOUN
ajote-6762	92	3	was	be	AUX
ajote-6762	92	4	conducted	conduct	VERB
ajote-6762	92	5	at	at	ADP
ajote-6762	92	6	a	a	DET
ajote-6762	92	7	technical	technical	ADJ
ajote-6762	92	8	university	university	NOUN
ajote-6762	92	9	in	in	ADP
ajote-6762	92	10	ghana	ghana	PROPN
ajote-6762	92	11	.	.	PUNCT
ajote-6762	93	1	to	to	PART
ajote-6762	93	2	ensure	ensure	VERB
ajote-6762	93	3	fairness	fairness	NOUN
ajote-6762	93	4	,	,	PUNCT
ajote-6762	93	5	students	student	NOUN
ajote-6762	93	6	were	be	AUX
ajote-6762	93	7	informed	inform	VERB
ajote-6762	93	8	ahead	ahead	ADV
ajote-6762	93	9	of	of	ADP
ajote-6762	93	10	time	time	NOUN
ajote-6762	93	11	to	to	PART
ajote-6762	93	12	prepare	prepare	VERB
ajote-6762	93	13	for	for	ADP
ajote-6762	93	14	the	the	DET
ajote-6762	93	15	test	test	NOUN
ajote-6762	93	16	.	.	PUNCT
ajote-6762	94	1	instrument	instrument	VERB
ajote-6762	94	2	the	the	DET
ajote-6762	94	3	test	test	NOUN
ajote-6762	94	4	consisted	consist	VERB
ajote-6762	94	5	of	of	ADP
ajote-6762	94	6	20	20	NUM
ajote-6762	94	7	multiple	multiple	ADJ
ajote-6762	94	8	-	-	PUNCT
ajote-6762	94	9	choice	choice	NOUN
ajote-6762	94	10	test	test	NOUN
ajote-6762	94	11	items	item	NOUN
ajote-6762	94	12	.	.	PUNCT
ajote-6762	95	1	the	the	DET
ajote-6762	95	2	test	test	NOUN
ajote-6762	95	3	items	item	NOUN
ajote-6762	95	4	were	be	AUX
ajote-6762	95	5	used	use	VERB
ajote-6762	95	6	to	to	PART
ajote-6762	95	7	assess	assess	VERB
ajote-6762	95	8	students	student	NOUN
ajote-6762	95	9	’	'	PUNCT
ajote-6762	95	10	communication	communication	NOUN
ajote-6762	95	11	,	,	PUNCT
ajote-6762	95	12	paragraphing	paragraphing	NOUN
ajote-6762	95	13	and	and	CCONJ
ajote-6762	95	14	writing	writing	NOUN
ajote-6762	95	15	skills	skill	NOUN
ajote-6762	95	16	.	.	PUNCT
ajote-6762	96	1	the	the	DET
ajote-6762	96	2	topics	topic	NOUN
ajote-6762	96	3	covered	cover	VERB
ajote-6762	96	4	in	in	ADP
ajote-6762	96	5	the	the	DET
ajote-6762	96	6	test	test	NOUN
ajote-6762	96	7	constituted	constitute	VERB
ajote-6762	96	8	what	what	PRON
ajote-6762	96	9	had	have	AUX
ajote-6762	96	10	been	be	AUX
ajote-6762	96	11	taught	teach	VERB
ajote-6762	96	12	in	in	ADP
ajote-6762	96	13	that	that	DET
ajote-6762	96	14	semester	semester	NOUN
ajote-6762	96	15	.	.	PUNCT
ajote-6762	97	1	the	the	DET
ajote-6762	97	2	items	item	NOUN
ajote-6762	97	3	had	have	VERB
ajote-6762	97	4	four	four	NUM
ajote-6762	97	5	options	option	NOUN
ajote-6762	97	6	,	,	PUNCT
ajote-6762	97	7	one	one	NUM
ajote-6762	97	8	of	of	ADP
ajote-6762	97	9	them	they	PRON
ajote-6762	97	10	being	be	AUX
ajote-6762	97	11	the	the	DET
ajote-6762	97	12	correct	correct	ADJ
ajote-6762	97	13	answer	answer	NOUN
ajote-6762	97	14	and	and	CCONJ
ajote-6762	97	15	the	the	DET
ajote-6762	97	16	other	other	ADJ
ajote-6762	97	17	three	three	NUM
ajote-6762	97	18	being	being	NOUN
ajote-6762	97	19	distractors	distractor	NOUN
ajote-6762	97	20	.	.	PUNCT
ajote-6762	98	1	one	one	NUM
ajote-6762	98	2	of	of	ADP
ajote-6762	98	3	the	the	DET
ajote-6762	98	4	items	item	NOUN
ajote-6762	98	5	had	have	VERB
ajote-6762	98	6	only	only	ADV
ajote-6762	98	7	two	two	NUM
ajote-6762	98	8	options	option	NOUN
ajote-6762	98	9	because	because	SCONJ
ajote-6762	98	10	it	it	PRON
ajote-6762	98	11	was	be	AUX
ajote-6762	98	12	a	a	DET
ajote-6762	98	13	true	true	ADJ
ajote-6762	98	14	/	/	SYM
ajote-6762	98	15	false	false	ADJ
ajote-6762	98	16	item	item	NOUN
ajote-6762	98	17	.	.	PUNCT
ajote-6762	99	1	in	in	ADP
ajote-6762	99	2	scoring	score	VERB
ajote-6762	99	3	the	the	DET
ajote-6762	99	4	test	test	NOUN
ajote-6762	99	5	no	no	DET
ajote-6762	99	6	penalty	penalty	NOUN
ajote-6762	99	7	was	be	AUX
ajote-6762	99	8	employed	employ	VERB
ajote-6762	99	9	for	for	ADP
ajote-6762	99	10	guessing	guess	VERB
ajote-6762	99	11	and	and	CCONJ
ajote-6762	99	12	the	the	DET
ajote-6762	99	13	correct	correct	ADJ
ajote-6762	99	14	answer	answer	NOUN
ajote-6762	99	15	was	be	AUX
ajote-6762	99	16	awarded	award	VERB
ajote-6762	99	17	a	a	DET
ajote-6762	99	18	mark	mark	NOUN
ajote-6762	99	19	of	of	ADP
ajote-6762	99	20	1	1	NUM
ajote-6762	99	21	.	.	PUNCT
ajote-6762	100	1	thus	thus	ADV
ajote-6762	100	2	,	,	PUNCT
ajote-6762	100	3	the	the	DET
ajote-6762	100	4	maximum	maximum	ADJ
ajote-6762	100	5	possible	possible	ADJ
ajote-6762	100	6	score	score	NOUN
ajote-6762	100	7	of	of	ADP
ajote-6762	100	8	the	the	DET
ajote-6762	100	9	test	test	NOUN
ajote-6762	100	10	was	be	AUX
ajote-6762	100	11	20	20	NUM
ajote-6762	100	12	and	and	CCONJ
ajote-6762	100	13	a	a	DET
ajote-6762	100	14	minimum	minimum	NOUN
ajote-6762	100	15	of	of	ADP
ajote-6762	100	16	0	0	NUM
ajote-6762	100	17	.	.	PUNCT
ajote-6762	101	1	a	a	DET
ajote-6762	101	2	copy	copy	NOUN
ajote-6762	101	3	of	of	ADP
ajote-6762	101	4	the	the	DET
ajote-6762	101	5	test	test	NOUN
ajote-6762	101	6	is	be	AUX
ajote-6762	101	7	included	include	VERB
ajote-6762	101	8	as	as	ADP
ajote-6762	101	9	an	an	DET
ajote-6762	101	10	appendix	appendix	NOUN
ajote-6762	101	11	.	.	PUNCT
ajote-6762	102	1	ato	ato	PROPN
ajote-6762	102	2	kwamina	kwamina	PROPN
ajote-6762	102	3	arhin	arhin	PROPN
ajote-6762	102	4	,	,	PUNCT
ajote-6762	102	5	jonathan	jonathan	PROPN
ajote-6762	102	6	essuman	essuman	PROPN
ajote-6762	102	7	,	,	PUNCT
ajote-6762	102	8	&	&	CCONJ
ajote-6762	102	9	ekua	ekua	PROPN
ajote-6762	102	10	arhin	arhin	PROPN
ajote-6762	102	11	ajote	ajote	PROPN
ajote-6762	102	12	vol.10	vol.10	NOUN
ajote-6762	102	13	no	no	INTJ
ajote-6762	102	14	.	.	NOUN
ajote-6762	102	15	2	2	NUM
ajote-6762	102	16	(	(	PUNCT
ajote-6762	102	17	2021	2021	NUM
ajote-6762	102	18	)	)	PUNCT
ajote-6762	102	19	,	,	PUNCT
ajote-6762	102	20	121	121	NUM
ajote-6762	102	21	-	-	SYM
ajote-6762	102	22	143	143	NUM
ajote-6762	102	23	126	126	NUM
ajote-6762	102	24	time	time	NOUN
ajote-6762	102	25	period	period	NOUN
ajote-6762	102	26	and	and	CCONJ
ajote-6762	102	27	procedure	procedure	NOUN
ajote-6762	102	28	data	datum	NOUN
ajote-6762	102	29	was	be	AUX
ajote-6762	102	30	collected	collect	VERB
ajote-6762	102	31	during	during	ADP
ajote-6762	102	32	the	the	DET
ajote-6762	102	33	first	first	ADJ
ajote-6762	102	34	semester	semester	NOUN
ajote-6762	102	35	of	of	ADP
ajote-6762	102	36	the	the	DET
ajote-6762	102	37	2019/20	2019/20	NUM
ajote-6762	102	38	academic	academic	ADJ
ajote-6762	102	39	year	year	NOUN
ajote-6762	102	40	.	.	PUNCT
ajote-6762	103	1	the	the	DET
ajote-6762	103	2	test	test	NOUN
ajote-6762	103	3	was	be	AUX
ajote-6762	103	4	conducted	conduct	VERB
ajote-6762	103	5	under	under	ADP
ajote-6762	103	6	examination	examination	NOUN
ajote-6762	103	7	conditions	condition	NOUN
ajote-6762	103	8	.	.	PUNCT
ajote-6762	104	1	the	the	DET
ajote-6762	104	2	test	test	NOUN
ajote-6762	104	3	was	be	AUX
ajote-6762	104	4	administered	administer	VERB
ajote-6762	104	5	by	by	ADP
ajote-6762	104	6	the	the	DET
ajote-6762	104	7	english	english	ADJ
ajote-6762	104	8	language	language	NOUN
ajote-6762	104	9	instructors	instructor	NOUN
ajote-6762	104	10	of	of	ADP
ajote-6762	104	11	the	the	DET
ajote-6762	104	12	university	university	NOUN
ajote-6762	104	13	and	and	CCONJ
ajote-6762	104	14	the	the	DET
ajote-6762	104	15	students	student	NOUN
ajote-6762	104	16	were	be	AUX
ajote-6762	104	17	supposed	suppose	VERB
ajote-6762	104	18	to	to	PART
ajote-6762	104	19	answer	answer	VERB
ajote-6762	104	20	the	the	DET
ajote-6762	104	21	questions	question	NOUN
ajote-6762	104	22	in	in	ADP
ajote-6762	104	23	25	25	NUM
ajote-6762	104	24	minutes	minute	NOUN
ajote-6762	104	25	.	.	PUNCT
ajote-6762	105	1	data	datum	NOUN
ajote-6762	105	2	analysis	analysis	NOUN
ajote-6762	105	3	students	student	NOUN
ajote-6762	105	4	’	'	PUNCT
ajote-6762	105	5	responses	response	NOUN
ajote-6762	105	6	from	from	ADP
ajote-6762	105	7	the	the	DET
ajote-6762	105	8	mcis	mcis	NOUN
ajote-6762	105	9	were	be	AUX
ajote-6762	105	10	analyzed	analyze	VERB
ajote-6762	105	11	using	use	VERB
ajote-6762	105	12	microsoft	microsoft	PROPN
ajote-6762	105	13	excel	excel	PROPN
ajote-6762	105	14	.	.	PUNCT
ajote-6762	106	1	the	the	DET
ajote-6762	106	2	mcis	mcis	NOUN
ajote-6762	106	3	were	be	AUX
ajote-6762	106	4	analyzed	analyze	VERB
ajote-6762	106	5	to	to	PART
ajote-6762	106	6	obtain	obtain	VERB
ajote-6762	106	7	the	the	DET
ajote-6762	106	8	facility	facility	NOUN
ajote-6762	106	9	(	(	PUNCT
ajote-6762	106	10	p	p	NOUN
ajote-6762	106	11	-	-	PUNCT
ajote-6762	106	12	value	value	NOUN
ajote-6762	106	13	)	)	PUNCT
ajote-6762	106	14	,	,	PUNCT
ajote-6762	106	15	the	the	DET
ajote-6762	106	16	discrimination	discrimination	NOUN
ajote-6762	106	17	index	index	NOUN
ajote-6762	106	18	(	(	PUNCT
ajote-6762	106	19	di	di	NOUN
ajote-6762	106	20	)	)	PUNCT
ajote-6762	106	21	,	,	PUNCT
ajote-6762	106	22	and	and	CCONJ
ajote-6762	106	23	distractor	distractor	NOUN
ajote-6762	106	24	analysis	analysis	NOUN
ajote-6762	106	25	for	for	ADP
ajote-6762	106	26	all	all	DET
ajote-6762	106	27	non	non	ADJ
ajote-6762	106	28	-	-	ADJ
ajote-6762	106	29	correct	correct	ADJ
ajote-6762	106	30	options	option	NOUN
ajote-6762	106	31	.	.	PUNCT
ajote-6762	107	1	the	the	DET
ajote-6762	107	2	kuder	kuder	NOUN
ajote-6762	107	3	–	–	PUNCT
ajote-6762	107	4	richardson	richardson	PROPN
ajote-6762	107	5	formula	formula	NOUN
ajote-6762	107	6	(	(	PUNCT
ajote-6762	107	7	kr-20	kr-20	NOUN
ajote-6762	107	8	)	)	PUNCT
ajote-6762	107	9	was	be	AUX
ajote-6762	107	10	used	use	VERB
ajote-6762	107	11	to	to	PART
ajote-6762	107	12	assess	assess	VERB
ajote-6762	107	13	the	the	DET
ajote-6762	107	14	internal	internal	ADJ
ajote-6762	107	15	reliability	reliability	NOUN
ajote-6762	107	16	of	of	ADP
ajote-6762	107	17	the	the	DET
ajote-6762	107	18	test	test	NOUN
ajote-6762	107	19	scores	score	NOUN
ajote-6762	107	20	.	.	PUNCT
ajote-6762	108	1	data	datum	NOUN
ajote-6762	108	2	was	be	AUX
ajote-6762	108	3	analyzed	analyze	VERB
ajote-6762	108	4	based	base	VERB
ajote-6762	108	5	on	on	ADP
ajote-6762	108	6	the	the	DET
ajote-6762	108	7	three	three	NUM
ajote-6762	108	8	research	research	NOUN
ajote-6762	108	9	questions	question	NOUN
ajote-6762	108	10	.	.	PUNCT
ajote-6762	109	1	research	research	NOUN
ajote-6762	109	2	questions	question	NOUN
ajote-6762	109	3	#	#	SYM
ajote-6762	109	4	1	1	NUM
ajote-6762	109	5	and	and	CCONJ
ajote-6762	109	6	#	#	SYM
ajote-6762	109	7	2	2	NUM
ajote-6762	109	8	were	be	AUX
ajote-6762	109	9	answered	answer	VERB
ajote-6762	109	10	using	use	VERB
ajote-6762	109	11	microsoft	microsoft	PROPN
ajote-6762	109	12	excel	excel	NOUN
ajote-6762	109	13	template	template	NOUN
ajote-6762	109	14	for	for	ADP
ajote-6762	109	15	the	the	DET
ajote-6762	109	16	facility	facility	NOUN
ajote-6762	109	17	and	and	CCONJ
ajote-6762	109	18	discrimination	discrimination	NOUN
ajote-6762	109	19	indices	index	NOUN
ajote-6762	109	20	.	.	PUNCT
ajote-6762	110	1	research	research	NOUN
ajote-6762	110	2	question	question	NOUN
ajote-6762	110	3	#	#	SYM
ajote-6762	110	4	3	3	NUM
ajote-6762	110	5	was	be	AUX
ajote-6762	110	6	answered	answer	VERB
ajote-6762	110	7	using	use	VERB
ajote-6762	110	8	pearson	pearson	PROPN
ajote-6762	110	9	product	product	NOUN
ajote-6762	110	10	-	-	PUNCT
ajote-6762	110	11	moment	moment	NOUN
ajote-6762	110	12	correlation	correlation	NOUN
ajote-6762	110	13	.	.	PUNCT
ajote-6762	111	1	item	item	NOUN
ajote-6762	111	2	evaluation	evaluation	NOUN
ajote-6762	111	3	procedure	procedure	NOUN
ajote-6762	111	4	there	there	PRON
ajote-6762	111	5	are	be	VERB
ajote-6762	111	6	several	several	ADJ
ajote-6762	111	7	methods	method	NOUN
ajote-6762	111	8	available	available	ADJ
ajote-6762	111	9	for	for	ADP
ajote-6762	111	10	evaluating	evaluate	VERB
ajote-6762	111	11	multiple	multiple	ADJ
ajote-6762	111	12	-	-	PUNCT
ajote-6762	111	13	choice	choice	NOUN
ajote-6762	111	14	items	item	NOUN
ajote-6762	111	15	.	.	PUNCT
ajote-6762	112	1	specifically	specifically	ADV
ajote-6762	112	2	,	,	PUNCT
ajote-6762	112	3	for	for	ADP
ajote-6762	112	4	this	this	DET
ajote-6762	112	5	study	study	NOUN
ajote-6762	112	6	,	,	PUNCT
ajote-6762	112	7	the	the	DET
ajote-6762	112	8	aim	aim	NOUN
ajote-6762	112	9	was	be	AUX
ajote-6762	112	10	to	to	PART
ajote-6762	112	11	determine	determine	VERB
ajote-6762	112	12	which	which	DET
ajote-6762	112	13	items	item	NOUN
ajote-6762	112	14	exhibited	exhibit	VERB
ajote-6762	112	15	the	the	DET
ajote-6762	112	16	best	good	ADJ
ajote-6762	112	17	quality	quality	NOUN
ajote-6762	112	18	in	in	ADP
ajote-6762	112	19	terms	term	NOUN
ajote-6762	112	20	of	of	ADP
ajote-6762	112	21	option	option	NOUN
ajote-6762	112	22	performance	performance	NOUN
ajote-6762	112	23	.	.	PUNCT
ajote-6762	113	1	the	the	DET
ajote-6762	113	2	evaluation	evaluation	NOUN
ajote-6762	113	3	consisted	consist	VERB
ajote-6762	113	4	mainly	mainly	ADV
ajote-6762	113	5	in	in	ADP
ajote-6762	113	6	inspecting	inspect	VERB
ajote-6762	113	7	the	the	DET
ajote-6762	113	8	facility	facility	NOUN
ajote-6762	113	9	and	and	CCONJ
ajote-6762	113	10	discrimination	discrimination	NOUN
ajote-6762	113	11	indices	index	NOUN
ajote-6762	113	12	for	for	ADP
ajote-6762	113	13	each	each	DET
ajote-6762	113	14	test	test	NOUN
ajote-6762	113	15	item	item	NOUN
ajote-6762	113	16	.	.	PUNCT
ajote-6762	114	1	the	the	DET
ajote-6762	114	2	result	result	NOUN
ajote-6762	114	3	of	of	ADP
ajote-6762	114	4	the	the	DET
ajote-6762	114	5	examinees	examinee	NOUN
ajote-6762	114	6	’	’	PART
ajote-6762	114	7	performance	performance	NOUN
ajote-6762	114	8	in	in	ADP
ajote-6762	114	9	the	the	DET
ajote-6762	114	10	test	test	NOUN
ajote-6762	114	11	was	be	AUX
ajote-6762	114	12	used	use	VERB
ajote-6762	114	13	to	to	PART
ajote-6762	114	14	analyze	analyze	VERB
ajote-6762	114	15	the	the	DET
ajote-6762	114	16	facility	facility	NOUN
ajote-6762	114	17	and	and	CCONJ
ajote-6762	114	18	the	the	DET
ajote-6762	114	19	discrimination	discrimination	NOUN
ajote-6762	114	20	indices	index	NOUN
ajote-6762	114	21	(	(	PUNCT
ajote-6762	114	22	di	di	NOUN
ajote-6762	114	23	)	)	PUNCT
ajote-6762	114	24	of	of	ADP
ajote-6762	114	25	each	each	DET
ajote-6762	114	26	multiple	multiple	ADJ
ajote-6762	114	27	-	-	PUNCT
ajote-6762	114	28	choice	choice	NOUN
ajote-6762	114	29	item	item	NOUN
ajote-6762	114	30	.	.	PUNCT
ajote-6762	115	1	the	the	DET
ajote-6762	115	2	facility	facility	NOUN
ajote-6762	115	3	is	be	AUX
ajote-6762	115	4	calculated	calculate	VERB
ajote-6762	115	5	as	as	ADP
ajote-6762	115	6	a	a	DET
ajote-6762	115	7	percentage	percentage	NOUN
ajote-6762	115	8	of	of	ADP
ajote-6762	115	9	the	the	DET
ajote-6762	115	10	total	total	ADJ
ajote-6762	115	11	number	number	NOUN
ajote-6762	115	12	of	of	ADP
ajote-6762	115	13	correct	correct	ADJ
ajote-6762	115	14	responses	response	NOUN
ajote-6762	115	15	to	to	ADP
ajote-6762	115	16	the	the	DET
ajote-6762	115	17	test	test	NOUN
ajote-6762	115	18	items	item	NOUN
ajote-6762	115	19	.	.	PUNCT
ajote-6762	116	1	it	it	PRON
ajote-6762	116	2	is	be	AUX
ajote-6762	116	3	calculated	calculate	VERB
ajote-6762	116	4	using	use	VERB
ajote-6762	116	5	the	the	DET
ajote-6762	116	6	formula	formula	NOUN
ajote-6762	116	7	p	p	X
ajote-6762	116	8	=	=	PROPN
ajote-6762	116	9	𝑅	𝑅	PROPN
ajote-6762	116	10	𝑇	𝑇	PROPN
ajote-6762	116	11	,	,	PUNCT
ajote-6762	116	12	where	where	SCONJ
ajote-6762	116	13	p	p	NOUN
ajote-6762	116	14	is	be	AUX
ajote-6762	116	15	the	the	DET
ajote-6762	116	16	facility	facility	NOUN
ajote-6762	116	17	,	,	PUNCT
ajote-6762	116	18	r	r	NOUN
ajote-6762	116	19	is	be	AUX
ajote-6762	116	20	the	the	DET
ajote-6762	116	21	number	number	NOUN
ajote-6762	116	22	of	of	ADP
ajote-6762	116	23	correct	correct	ADJ
ajote-6762	116	24	responses	response	NOUN
ajote-6762	116	25	,	,	PUNCT
ajote-6762	116	26	and	and	CCONJ
ajote-6762	116	27	t	t	PROPN
ajote-6762	116	28	is	be	AUX
ajote-6762	116	29	the	the	DET
ajote-6762	116	30	total	total	ADJ
ajote-6762	116	31	number	number	NOUN
ajote-6762	116	32	of	of	ADP
ajote-6762	116	33	responses	response	NOUN
ajote-6762	116	34	(	(	PUNCT
ajote-6762	116	35	which	which	PRON
ajote-6762	116	36	includes	include	VERB
ajote-6762	116	37	both	both	CCONJ
ajote-6762	116	38	correct	correct	ADJ
ajote-6762	116	39	and	and	CCONJ
ajote-6762	116	40	incorrect	incorrect	ADJ
ajote-6762	116	41	responses	response	NOUN
ajote-6762	116	42	)	)	PUNCT
ajote-6762	116	43	.	.	PUNCT
ajote-6762	117	1	according	accord	VERB
ajote-6762	117	2	to	to	ADP
ajote-6762	117	3	hotiu	hotiu	NOUN
ajote-6762	117	4	(	(	PUNCT
ajote-6762	117	5	2006	2006	NUM
ajote-6762	117	6	)	)	PUNCT
ajote-6762	117	7	,	,	PUNCT
ajote-6762	117	8	the	the	DET
ajote-6762	117	9	p	p	X
ajote-6762	117	10	(	(	PUNCT
ajote-6762	117	11	proportion	proportion	NOUN
ajote-6762	117	12	)	)	PUNCT
ajote-6762	117	13	value	value	NOUN
ajote-6762	117	14	ranges	range	VERB
ajote-6762	117	15	from	from	ADP
ajote-6762	117	16	0	0	NUM
ajote-6762	117	17	to	to	ADP
ajote-6762	117	18	1	1	NUM
ajote-6762	117	19	.	.	PUNCT
ajote-6762	118	1	when	when	SCONJ
ajote-6762	118	2	multiplied	multiply	VERB
ajote-6762	118	3	by	by	ADP
ajote-6762	118	4	100	100	NUM
ajote-6762	118	5	,	,	PUNCT
ajote-6762	118	6	the	the	DET
ajote-6762	118	7	p	p	ADJ
ajote-6762	118	8	-	-	PUNCT
ajote-6762	118	9	value	value	NOUN
ajote-6762	118	10	converts	convert	NOUN
ajote-6762	118	11	to	to	ADP
ajote-6762	118	12	a	a	DET
ajote-6762	118	13	percentage	percentage	NOUN
ajote-6762	118	14	,	,	PUNCT
ajote-6762	118	15	which	which	PRON
ajote-6762	118	16	is	be	AUX
ajote-6762	118	17	the	the	DET
ajote-6762	118	18	percentage	percentage	NOUN
ajote-6762	118	19	of	of	ADP
ajote-6762	118	20	students	student	NOUN
ajote-6762	118	21	who	who	PRON
ajote-6762	118	22	got	get	VERB
ajote-6762	118	23	the	the	DET
ajote-6762	118	24	item	item	NOUN
ajote-6762	118	25	correct	correct	ADJ
ajote-6762	118	26	.	.	PUNCT
ajote-6762	119	1	the	the	PRON
ajote-6762	119	2	higher	high	ADJ
ajote-6762	119	3	the	the	DET
ajote-6762	119	4	p	p	NOUN
ajote-6762	119	5	-	-	PUNCT
ajote-6762	119	6	value	value	NOUN
ajote-6762	119	7	,	,	PUNCT
ajote-6762	119	8	the	the	PRON
ajote-6762	119	9	easier	easy	ADJ
ajote-6762	119	10	the	the	DET
ajote-6762	119	11	items	item	NOUN
ajote-6762	119	12	.	.	PUNCT
ajote-6762	120	1	this	this	PRON
ajote-6762	120	2	means	mean	VERB
ajote-6762	120	3	the	the	PRON
ajote-6762	120	4	higher	high	ADJ
ajote-6762	120	5	the	the	DET
ajote-6762	120	6	facility	facility	NOUN
ajote-6762	120	7	,	,	PUNCT
ajote-6762	120	8	the	the	PRON
ajote-6762	120	9	easier	easy	ADJ
ajote-6762	120	10	the	the	DET
ajote-6762	120	11	item	item	NOUN
ajote-6762	120	12	is	be	AUX
ajote-6762	120	13	understood	understand	VERB
ajote-6762	120	14	to	to	PART
ajote-6762	120	15	be	be	AUX
ajote-6762	120	16	.	.	PUNCT
ajote-6762	121	1	it	it	PRON
ajote-6762	121	2	needs	need	VERB
ajote-6762	121	3	to	to	PART
ajote-6762	121	4	be	be	AUX
ajote-6762	121	5	conceptualized	conceptualize	VERB
ajote-6762	121	6	that	that	SCONJ
ajote-6762	121	7	a	a	DET
ajote-6762	121	8	p	p	NOUN
ajote-6762	121	9	-	-	PUNCT
ajote-6762	121	10	value	value	NOUN
ajote-6762	121	11	is	be	AUX
ajote-6762	121	12	a	a	DET
ajote-6762	121	13	behavioural	behavioural	ADJ
ajote-6762	121	14	measure	measure	NOUN
ajote-6762	121	15	.	.	PUNCT
ajote-6762	122	1	instead	instead	ADV
ajote-6762	122	2	of	of	ADP
ajote-6762	122	3	explaining	explain	VERB
ajote-6762	122	4	the	the	DET
ajote-6762	122	5	facility	facility	NOUN
ajote-6762	122	6	in	in	ADP
ajote-6762	122	7	terms	term	NOUN
ajote-6762	122	8	of	of	ADP
ajote-6762	122	9	some	some	DET
ajote-6762	122	10	intrinsic	intrinsic	ADJ
ajote-6762	122	11	characteristic	characteristic	NOUN
ajote-6762	122	12	of	of	ADP
ajote-6762	122	13	the	the	DET
ajote-6762	122	14	item	item	NOUN
ajote-6762	122	15	,	,	PUNCT
ajote-6762	122	16	the	the	DET
ajote-6762	122	17	facility	facility	NOUN
ajote-6762	122	18	is	be	AUX
ajote-6762	122	19	defined	define	VERB
ajote-6762	122	20	in	in	ADP
ajote-6762	122	21	terms	term	NOUN
ajote-6762	122	22	of	of	ADP
ajote-6762	122	23	the	the	DET
ajote-6762	122	24	relative	relative	ADJ
ajote-6762	122	25	frequency	frequency	NOUN
ajote-6762	122	26	with	with	ADP
ajote-6762	122	27	which	which	PRON
ajote-6762	122	28	those	those	PRON
ajote-6762	122	29	taking	take	VERB
ajote-6762	122	30	the	the	DET
ajote-6762	122	31	test	test	NOUN
ajote-6762	122	32	choose	choose	VERB
ajote-6762	122	33	the	the	DET
ajote-6762	122	34	correct	correct	ADJ
ajote-6762	122	35	response	response	NOUN
ajote-6762	122	36	(	(	PUNCT
ajote-6762	122	37	thorndike	thorndike	PROPN
ajote-6762	122	38	,	,	PUNCT
ajote-6762	122	39	cunningham	cunningham	PROPN
ajote-6762	122	40	,	,	PUNCT
ajote-6762	122	41	thorndike	thorndike	PROPN
ajote-6762	122	42	,	,	PUNCT
ajote-6762	122	43	&	&	CCONJ
ajote-6762	122	44	hagen	hagen	PROPN
ajote-6762	122	45	,	,	PUNCT
ajote-6762	122	46	1991	1991	NUM
ajote-6762	122	47	)	)	PUNCT
ajote-6762	122	48	.	.	PUNCT
ajote-6762	123	1	analysis	analysis	NOUN
ajote-6762	123	2	of	of	ADP
ajote-6762	123	3	item	item	NOUN
ajote-6762	123	4	writing	write	VERB
ajote-6762	123	5	flaws	flaw	NOUN
ajote-6762	123	6	in	in	ADP
ajote-6762	123	7	a	a	DET
ajote-6762	123	8	communications	communication	NOUN
ajote-6762	123	9	skills	skill	NOUN
ajote-6762	123	10	test	test	NOUN
ajote-6762	123	11	in	in	ADP
ajote-6762	123	12	a	a	DET
ajote-6762	123	13	ghanaian	ghanaian	ADJ
ajote-6762	123	14	university	university	NOUN
ajote-6762	123	15	ajote	ajote	NOUN
ajote-6762	123	16	vol.10	vol.10	NOUN
ajote-6762	123	17	no	no	INTJ
ajote-6762	123	18	.	.	NOUN
ajote-6762	123	19	2	2	NUM
ajote-6762	123	20	(	(	PUNCT
ajote-6762	123	21	2021	2021	NUM
ajote-6762	123	22	)	)	PUNCT
ajote-6762	123	23	,	,	PUNCT
ajote-6762	123	24	121	121	NUM
ajote-6762	123	25	-	-	SYM
ajote-6762	123	26	143	143	NUM
ajote-6762	123	27	127	127	NUM
ajote-6762	123	28	the	the	DET
ajote-6762	123	29	item	item	NOUN
ajote-6762	123	30	di	di	NOUN
ajote-6762	123	31	is	be	AUX
ajote-6762	123	32	the	the	DET
ajote-6762	123	33	point	point	NOUN
ajote-6762	123	34	biserial	biserial	ADJ
ajote-6762	123	35	correlation	correlation	NOUN
ajote-6762	123	36	between	between	ADP
ajote-6762	123	37	getting	get	VERB
ajote-6762	123	38	the	the	DET
ajote-6762	123	39	item	item	NOUN
ajote-6762	123	40	right	right	NOUN
ajote-6762	123	41	and	and	CCONJ
ajote-6762	123	42	the	the	DET
ajote-6762	123	43	total	total	ADJ
ajote-6762	123	44	score	score	NOUN
ajote-6762	123	45	on	on	ADP
ajote-6762	123	46	all	all	DET
ajote-6762	123	47	other	other	ADJ
ajote-6762	123	48	items	item	NOUN
ajote-6762	123	49	.	.	PUNCT
ajote-6762	124	1	the	the	DET
ajote-6762	124	2	discrimination	discrimination	NOUN
ajote-6762	124	3	index	index	NOUN
ajote-6762	124	4	is	be	AUX
ajote-6762	124	5	the	the	DET
ajote-6762	124	6	point	point	NOUN
ajote-6762	124	7	biserial	biserial	ADJ
ajote-6762	124	8	correlation	correlation	NOUN
ajote-6762	124	9	between	between	ADP
ajote-6762	124	10	item	item	NOUN
ajote-6762	124	11	score	score	NOUN
ajote-6762	124	12	and	and	CCONJ
ajote-6762	124	13	corrected	correct	VERB
ajote-6762	124	14	total	total	ADJ
ajote-6762	124	15	score	score	NOUN
ajote-6762	124	16	.	.	PUNCT
ajote-6762	125	1	this	this	PRON
ajote-6762	125	2	was	be	AUX
ajote-6762	125	3	computed	compute	VERB
ajote-6762	125	4	using	use	VERB
ajote-6762	125	5	a	a	DET
ajote-6762	125	6	microsoft	microsoft	PROPN
ajote-6762	125	7	excel	excel	PROPN
ajote-6762	125	8	sheet	sheet	NOUN
ajote-6762	125	9	.	.	PUNCT
ajote-6762	126	1	the	the	DET
ajote-6762	126	2	advantage	advantage	NOUN
ajote-6762	126	3	derived	derive	VERB
ajote-6762	126	4	from	from	ADP
ajote-6762	126	5	using	use	VERB
ajote-6762	126	6	this	this	DET
ajote-6762	126	7	procedure	procedure	NOUN
ajote-6762	126	8	is	be	AUX
ajote-6762	126	9	that	that	SCONJ
ajote-6762	126	10	it	it	PRON
ajote-6762	126	11	provides	provide	VERB
ajote-6762	126	12	a	a	DET
ajote-6762	126	13	more	more	ADV
ajote-6762	126	14	accurate	accurate	ADJ
ajote-6762	126	15	assessment	assessment	NOUN
ajote-6762	126	16	of	of	ADP
ajote-6762	126	17	the	the	DET
ajote-6762	126	18	discrimination	discrimination	NOUN
ajote-6762	126	19	power	power	NOUN
ajote-6762	126	20	of	of	ADP
ajote-6762	126	21	items	item	NOUN
ajote-6762	126	22	because	because	SCONJ
ajote-6762	126	23	they	they	PRON
ajote-6762	126	24	take	take	VERB
ajote-6762	126	25	into	into	ADP
ajote-6762	126	26	account	account	NOUN
ajote-6762	126	27	the	the	DET
ajote-6762	126	28	responses	response	NOUN
ajote-6762	126	29	of	of	ADP
ajote-6762	126	30	all	all	DET
ajote-6762	126	31	students	student	NOUN
ajote-6762	126	32	rather	rather	ADV
ajote-6762	126	33	than	than	ADP
ajote-6762	126	34	just	just	ADV
ajote-6762	126	35	high	high	ADJ
ajote-6762	126	36	and	and	CCONJ
ajote-6762	126	37	low	low	ADJ
ajote-6762	126	38	scoring	scoring	NOUN
ajote-6762	126	39	groups	group	NOUN
ajote-6762	126	40	.	.	PUNCT
ajote-6762	127	1	discrimination	discrimination	NOUN
ajote-6762	127	2	index	index	NOUN
ajote-6762	127	3	reflects	reflect	VERB
ajote-6762	127	4	the	the	DET
ajote-6762	127	5	degree	degree	NOUN
ajote-6762	127	6	to	to	PART
ajote-6762	127	7	which	which	PRON
ajote-6762	127	8	an	an	DET
ajote-6762	127	9	item	item	NOUN
ajote-6762	127	10	and	and	CCONJ
ajote-6762	127	11	the	the	DET
ajote-6762	127	12	test	test	NOUN
ajote-6762	127	13	as	as	ADP
ajote-6762	127	14	a	a	DET
ajote-6762	127	15	whole	whole	NOUN
ajote-6762	127	16	are	be	AUX
ajote-6762	127	17	measuring	measure	VERB
ajote-6762	127	18	a	a	DET
ajote-6762	127	19	unitary	unitary	ADJ
ajote-6762	127	20	ability	ability	NOUN
ajote-6762	127	21	,	,	PUNCT
ajote-6762	127	22	values	value	NOUN
ajote-6762	127	23	of	of	ADP
ajote-6762	127	24	the	the	DET
ajote-6762	127	25	coefficient	coefficient	NOUN
ajote-6762	127	26	will	will	AUX
ajote-6762	127	27	tend	tend	VERB
ajote-6762	127	28	to	to	PART
ajote-6762	127	29	be	be	AUX
ajote-6762	127	30	lower	low	ADJ
ajote-6762	127	31	for	for	ADP
ajote-6762	127	32	tests	test	NOUN
ajote-6762	127	33	measuring	measure	VERB
ajote-6762	127	34	a	a	DET
ajote-6762	127	35	wide	wide	ADJ
ajote-6762	127	36	range	range	NOUN
ajote-6762	127	37	of	of	ADP
ajote-6762	127	38	content	content	NOUN
ajote-6762	127	39	areas	area	NOUN
ajote-6762	127	40	than	than	ADP
ajote-6762	127	41	for	for	ADP
ajote-6762	127	42	more	more	ADV
ajote-6762	127	43	homogeneous	homogeneous	ADJ
ajote-6762	127	44	tests	test	NOUN
ajote-6762	127	45	.	.	PUNCT
ajote-6762	128	1	item	item	NOUN
ajote-6762	128	2	discrimination	discrimination	NOUN
ajote-6762	128	3	indices	index	NOUN
ajote-6762	128	4	must	must	AUX
ajote-6762	128	5	always	always	ADV
ajote-6762	128	6	be	be	AUX
ajote-6762	128	7	interpreted	interpret	VERB
ajote-6762	128	8	in	in	ADP
ajote-6762	128	9	the	the	DET
ajote-6762	128	10	context	context	NOUN
ajote-6762	128	11	of	of	ADP
ajote-6762	128	12	the	the	DET
ajote-6762	128	13	type	type	NOUN
ajote-6762	128	14	of	of	ADP
ajote-6762	128	15	test	test	NOUN
ajote-6762	128	16	which	which	PRON
ajote-6762	128	17	is	be	AUX
ajote-6762	128	18	being	be	AUX
ajote-6762	128	19	analyzed	analyze	VERB
ajote-6762	128	20	.	.	PUNCT
ajote-6762	129	1	the	the	PRON
ajote-6762	129	2	higher	high	ADJ
ajote-6762	129	3	the	the	DET
ajote-6762	129	4	di	di	NOUN
ajote-6762	129	5	the	the	PRON
ajote-6762	129	6	better	well	ADJ
ajote-6762	129	7	the	the	DET
ajote-6762	129	8	test	test	NOUN
ajote-6762	129	9	item	item	NOUN
ajote-6762	129	10	discriminates	discriminate	VERB
ajote-6762	129	11	between	between	ADP
ajote-6762	129	12	the	the	DET
ajote-6762	129	13	students	student	NOUN
ajote-6762	129	14	with	with	ADP
ajote-6762	129	15	higher	high	ADJ
ajote-6762	129	16	test	test	NOUN
ajote-6762	129	17	scores	score	NOUN
ajote-6762	129	18	and	and	CCONJ
ajote-6762	129	19	those	those	PRON
ajote-6762	129	20	with	with	ADP
ajote-6762	129	21	lower	low	ADJ
ajote-6762	129	22	test	test	NOUN
ajote-6762	129	23	scores	score	NOUN
ajote-6762	129	24	.	.	PUNCT
ajote-6762	130	1	according	accord	VERB
ajote-6762	130	2	to	to	ADP
ajote-6762	130	3	haladyna	haladyna	NOUN
ajote-6762	130	4	and	and	CCONJ
ajote-6762	130	5	rodriguez	rodriguez	PROPN
ajote-6762	130	6	(	(	PUNCT
ajote-6762	130	7	2013	2013	NUM
ajote-6762	130	8	)	)	PUNCT
ajote-6762	130	9	guidelines	guideline	NOUN
ajote-6762	130	10	for	for	ADP
ajote-6762	130	11	evaluating	evaluate	VERB
ajote-6762	130	12	mc	mc	PROPN
ajote-6762	130	13	items	item	NOUN
ajote-6762	130	14	based	base	VERB
ajote-6762	130	15	on	on	ADP
ajote-6762	130	16	classical	classical	ADJ
ajote-6762	130	17	test	test	NOUN
ajote-6762	130	18	theory	theory	NOUN
ajote-6762	130	19	is	be	AUX
ajote-6762	130	20	provided	provide	VERB
ajote-6762	130	21	in	in	ADP
ajote-6762	130	22	table	table	NOUN
ajote-6762	130	23	1	1	NUM
ajote-6762	130	24	.	.	PUNCT
ajote-6762	130	25	table	table	NOUN
ajote-6762	130	26	1	1	NUM
ajote-6762	130	27	:	:	PUNCT
ajote-6762	130	28	guidelines	guideline	NOUN
ajote-6762	130	29	for	for	ADP
ajote-6762	130	30	evaluating	evaluate	VERB
ajote-6762	130	31	test	test	NOUN
ajote-6762	130	32	items	item	NOUN
ajote-6762	130	33	(	(	PUNCT
ajote-6762	130	34	adapted	adapt	VERB
ajote-6762	130	35	from	from	ADP
ajote-6762	130	36	haladyna	haladyna	PROPN
ajote-6762	130	37	&	&	CCONJ
ajote-6762	130	38	rodriguez	rodriguez	PROPN
ajote-6762	130	39	,	,	PUNCT
ajote-6762	130	40	2013	2013	NUM
ajote-6762	130	41	,	,	PUNCT
ajote-6762	130	42	p.	p.	NOUN
ajote-6762	130	43	350	350	NUM
ajote-6762	130	44	)	)	PUNCT
ajote-6762	130	45	results	result	NOUN
ajote-6762	130	46	in	in	ADP
ajote-6762	130	47	this	this	DET
ajote-6762	130	48	study	study	NOUN
ajote-6762	130	49	,	,	PUNCT
ajote-6762	130	50	the	the	DET
ajote-6762	130	51	flawed	flawed	ADJ
ajote-6762	130	52	items	item	NOUN
ajote-6762	130	53	were	be	AUX
ajote-6762	130	54	more	more	ADV
ajote-6762	130	55	difficult	difficult	ADJ
ajote-6762	130	56	than	than	ADP
ajote-6762	130	57	non	non	ADJ
ajote-6762	130	58	-	-	ADJ
ajote-6762	130	59	flawed	flawed	ADJ
ajote-6762	130	60	items	item	NOUN
ajote-6762	130	61	measuring	measure	VERB
ajote-6762	130	62	the	the	DET
ajote-6762	130	63	same	same	ADJ
ajote-6762	130	64	content	content	NOUN
ajote-6762	130	65	.	.	PUNCT
ajote-6762	131	1	the	the	DET
ajote-6762	131	2	mean	mean	ADJ
ajote-6762	131	3	test	test	NOUN
ajote-6762	131	4	score	score	NOUN
ajote-6762	131	5	was	be	AUX
ajote-6762	131	6	9	9	NUM
ajote-6762	131	7	.	.	PUNCT
ajote-6762	132	1	the	the	DET
ajote-6762	132	2	lowest	low	ADJ
ajote-6762	132	3	score	score	NOUN
ajote-6762	132	4	was	be	AUX
ajote-6762	132	5	3	3	NUM
ajote-6762	132	6	and	and	CCONJ
ajote-6762	132	7	the	the	DET
ajote-6762	132	8	highest	high	ADJ
ajote-6762	132	9	was	be	AUX
ajote-6762	132	10	15	15	NUM
ajote-6762	132	11	.	.	PUNCT
ajote-6762	133	1	a	a	DET
ajote-6762	133	2	quick	quick	ADJ
ajote-6762	133	3	synopsis	synopsis	NOUN
ajote-6762	133	4	of	of	ADP
ajote-6762	133	5	the	the	DET
ajote-6762	133	6	test	test	NOUN
ajote-6762	133	7	results	result	NOUN
ajote-6762	133	8	showed	show	VERB
ajote-6762	133	9	that	that	SCONJ
ajote-6762	133	10	12	12	NUM
ajote-6762	133	11	of	of	ADP
ajote-6762	133	12	20	20	NUM
ajote-6762	133	13	items	item	NOUN
ajote-6762	133	14	were	be	AUX
ajote-6762	133	15	flawed	flaw	VERB
ajote-6762	133	16	when	when	SCONJ
ajote-6762	133	17	assessed	assess	VERB
ajote-6762	133	18	in	in	ADP
ajote-6762	133	19	the	the	DET
ajote-6762	133	20	light	light	NOUN
ajote-6762	133	21	of	of	ADP
ajote-6762	133	22	the	the	DET
ajote-6762	133	23	standard	standard	ADJ
ajote-6762	133	24	item	item	NOUN
ajote-6762	133	25	forms	form	NOUN
ajote-6762	133	26	.	.	PUNCT
ajote-6762	134	1	this	this	PRON
ajote-6762	134	2	represents	represent	VERB
ajote-6762	134	3	60	60	NUM
ajote-6762	134	4	%	%	NOUN
ajote-6762	134	5	of	of	ADP
ajote-6762	134	6	the	the	DET
ajote-6762	134	7	items	item	NOUN
ajote-6762	134	8	.	.	PUNCT
ajote-6762	135	1	this	this	DET
ajote-6762	135	2	observation	observation	NOUN
ajote-6762	135	3	was	be	AUX
ajote-6762	135	4	based	base	VERB
ajote-6762	135	5	on	on	ADP
ajote-6762	135	6	the	the	DET
ajote-6762	135	7	revised	revised	ADJ
ajote-6762	135	8	taxonomy	taxonomy	NOUN
ajote-6762	135	9	of	of	ADP
ajote-6762	135	10	multiple	multiple	ADJ
ajote-6762	135	11	-	-	PUNCT
ajote-6762	135	12	choice	choice	NOUN
ajote-6762	135	13	item	item	NOUN
ajote-6762	135	14	-	-	PUNCT
ajote-6762	135	15	writing	write	VERB
ajote-6762	135	16	guides	guide	NOUN
ajote-6762	135	17	by	by	ADP
ajote-6762	135	18	haladyna	haladyna	NOUN
ajote-6762	135	19	,	,	PUNCT
ajote-6762	135	20	downing	downing	NOUN
ajote-6762	135	21	and	and	CCONJ
ajote-6762	135	22	rodriguez	rodriguez	PROPN
ajote-6762	135	23	(	(	PUNCT
ajote-6762	135	24	2002	2002	NUM
ajote-6762	135	25	)	)	PUNCT
ajote-6762	135	26	.	.	PUNCT
ajote-6762	136	1	it	it	PRON
ajote-6762	136	2	is	be	AUX
ajote-6762	136	3	known	know	VERB
ajote-6762	136	4	that	that	SCONJ
ajote-6762	136	5	teacher	teacher	NOUN
ajote-6762	136	6	-	-	PUNCT
ajote-6762	136	7	made	make	VERB
ajote-6762	136	8	tests	test	NOUN
ajote-6762	136	9	are	be	AUX
ajote-6762	136	10	filled	fill	VERB
ajote-6762	136	11	with	with	ADP
ajote-6762	136	12	a	a	DET
ajote-6762	136	13	lot	lot	NOUN
ajote-6762	136	14	of	of	ADP
ajote-6762	136	15	flaws	flaw	NOUN
ajote-6762	136	16	.	.	PUNCT
ajote-6762	137	1	four	four	NUM
ajote-6762	137	2	kinds	kind	NOUN
ajote-6762	137	3	of	of	ADP
ajote-6762	137	4	flaws	flaw	NOUN
ajote-6762	137	5	were	be	AUX
ajote-6762	137	6	observed	observe	VERB
ajote-6762	137	7	namely	namely	ADV
ajote-6762	137	8	,	,	PUNCT
ajote-6762	137	9	longer	long	ADJ
ajote-6762	137	10	option	option	NOUN
ajote-6762	137	11	as	as	ADP
ajote-6762	137	12	the	the	DET
ajote-6762	137	13	answer	answer	NOUN
ajote-6762	137	14	,	,	PUNCT
ajote-6762	137	15	negatively	negatively	ADV
ajote-6762	137	16	worded	word	VERB
ajote-6762	137	17	item	item	NOUN
ajote-6762	137	18	,	,	PUNCT
ajote-6762	137	19	options	option	NOUN
ajote-6762	137	20	not	not	PART
ajote-6762	137	21	arranged	arrange	VERB
ajote-6762	137	22	in	in	ADP
ajote-6762	137	23	alphabetical	alphabetical	ADJ
ajote-6762	137	24	order	order	NOUN
ajote-6762	137	25	and	and	CCONJ
ajote-6762	137	26	starting	start	VERB
ajote-6762	137	27	with	with	ADP
ajote-6762	137	28	a	a	DET
ajote-6762	137	29	blank	blank	NOUN
ajote-6762	137	30	.	.	PUNCT
ajote-6762	138	1	the	the	DET
ajote-6762	138	2	frequently	frequently	ADV
ajote-6762	138	3	violated	violate	VERB
ajote-6762	138	4	rule	rule	NOUN
ajote-6762	138	5	was	be	AUX
ajote-6762	138	6	'	'	PUNCT
ajote-6762	138	7	negatively	negatively	ADV
ajote-6762	138	8	worded	word	VERB
ajote-6762	138	9	item	item	NOUN
ajote-6762	138	10	'	'	PUNCT
ajote-6762	138	11	,	,	PUNCT
ajote-6762	138	12	there	there	PRON
ajote-6762	138	13	were	be	VERB
ajote-6762	138	14	8	8	NUM
ajote-6762	138	15	out	out	ADP
ajote-6762	138	16	of	of	ADP
ajote-6762	138	17	12	12	NUM
ajote-6762	138	18	flawed	flawed	ADJ
ajote-6762	138	19	test	test	NOUN
ajote-6762	138	20	items	item	NOUN
ajote-6762	138	21	.	.	PUNCT
ajote-6762	139	1	the	the	DET
ajote-6762	139	2	reliability	reliability	NOUN
ajote-6762	139	3	estimate	estimate	NOUN
ajote-6762	139	4	for	for	ADP
ajote-6762	139	5	the	the	DET
ajote-6762	139	6	test	test	NOUN
ajote-6762	139	7	measured	measure	VERB
ajote-6762	139	8	by	by	ADP
ajote-6762	139	9	kr-20	kr-20	PROPN
ajote-6762	139	10	was	be	AUX
ajote-6762	139	11	0.41	0.41	NUM
ajote-6762	139	12	.	.	PUNCT
ajote-6762	140	1	according	accord	VERB
ajote-6762	140	2	to	to	ADP
ajote-6762	140	3	rudner	rudner	NOUN
ajote-6762	140	4	and	and	CCONJ
ajote-6762	140	5	schafer	schafer	PROPN
ajote-6762	140	6	(	(	PUNCT
ajote-6762	140	7	2002	2002	NUM
ajote-6762	140	8	)	)	PUNCT
ajote-6762	140	9	,	,	PUNCT
ajote-6762	140	10	a	a	DET
ajote-6762	140	11	teachermade	teachermade	NOUN
ajote-6762	140	12	assessment	assessment	NOUN
ajote-6762	140	13	needs	need	VERB
ajote-6762	140	14	to	to	PART
ajote-6762	140	15	demonstrate	demonstrate	VERB
ajote-6762	140	16	reliability	reliability	NOUN
ajote-6762	140	17	coefficients	coefficient	NOUN
ajote-6762	140	18	of	of	ADP
ajote-6762	140	19	approximately	approximately	ADV
ajote-6762	140	20	0.50	0.50	NUM
ajote-6762	140	21	or	or	CCONJ
ajote-6762	140	22	0.60	0.60	NUM
ajote-6762	140	23	.	.	PUNCT
ajote-6762	141	1	type	type	NOUN
ajote-6762	141	2	difficulty	difficulty	NOUN
ajote-6762	141	3	discrimination	discrimination	NOUN
ajote-6762	141	4	comment	comment	NOUN
ajote-6762	141	5	1	1	NUM
ajote-6762	141	6	.60	.60	NUM
ajote-6762	141	7	to	to	ADP
ajote-6762	141	8	.90	.90	NUM
ajote-6762	141	9	above	above	ADP
ajote-6762	141	10	.15	.15	NUM
ajote-6762	141	11	ideal	ideal	ADJ
ajote-6762	141	12	item	item	NOUN
ajote-6762	141	13	;	;	PUNCT
ajote-6762	141	14	moderate	moderate	ADJ
ajote-6762	141	15	difficulty	difficulty	NOUN
ajote-6762	141	16	and	and	CCONJ
ajote-6762	141	17	high	high	ADJ
ajote-6762	141	18	discrimination	discrimination	NOUN
ajote-6762	141	19	2	2	NUM
ajote-6762	141	20	.60	.60	NUM
ajote-6762	141	21	to	to	ADP
ajote-6762	141	22	.90	.90	NUM
ajote-6762	141	23	below	below	ADP
ajote-6762	141	24	.15	.15	NUM
ajote-6762	141	25	poor	poor	ADJ
ajote-6762	141	26	discrimination	discrimination	NOUN
ajote-6762	141	27	3	3	NUM
ajote-6762	141	28	above	above	ADP
ajote-6762	141	29	.90	.90	NUM
ajote-6762	141	30	disregard	disregard	ADJ
ajote-6762	141	31	high	high	ADJ
ajote-6762	141	32	-	-	PUNCT
ajote-6762	141	33	performance	performance	NOUN
ajote-6762	141	34	item	item	NOUN
ajote-6762	141	35	;	;	PUNCT
ajote-6762	141	36	usually	usually	ADV
ajote-6762	141	37	not	not	PART
ajote-6762	141	38	very	very	ADV
ajote-6762	141	39	discriminating	discriminate	VERB
ajote-6762	141	40	4	4	NUM
ajote-6762	141	41	below	below	ADP
ajote-6762	141	42	.60	.60	NUM
ajote-6762	141	43	above	above	ADP
ajote-6762	141	44	.15	.15	NUM
ajote-6762	141	45	difficult	difficult	ADJ
ajote-6762	141	46	but	but	CCONJ
ajote-6762	141	47	very	very	ADV
ajote-6762	141	48	discriminating	discriminating	ADJ
ajote-6762	141	49	5	5	NUM
ajote-6762	141	50	below	below	ADP
ajote-6762	141	51	.60	.60	NUM
ajote-6762	141	52	below	below	ADP
ajote-6762	141	53	.15	.15	NUM
ajote-6762	141	54	difficult	difficult	ADJ
ajote-6762	141	55	and	and	CCONJ
ajote-6762	141	56	non	non	ADJ
ajote-6762	141	57	-	-	ADJ
ajote-6762	141	58	discriminating	discriminating	ADJ
ajote-6762	141	59	6	6	NUM
ajote-6762	141	60	below	below	ADP
ajote-6762	141	61	.60	.60	NUM
ajote-6762	141	62	below	below	ADP
ajote-6762	141	63	.15	.15	NUM
ajote-6762	141	64	identical	identical	ADJ
ajote-6762	141	65	to	to	PART
ajote-6762	141	66	type	type	VERB
ajote-6762	141	67	5	5	NUM
ajote-6762	141	68	except	except	SCONJ
ajote-6762	141	69	that	that	PRON
ajote-6762	141	70	one	one	NUM
ajote-6762	141	71	of	of	ADP
ajote-6762	141	72	the	the	DET
ajote-6762	141	73	distractors	distractor	NOUN
ajote-6762	141	74	has	have	VERB
ajote-6762	141	75	a	a	DET
ajote-6762	141	76	pattern	pattern	NOUN
ajote-6762	141	77	like	like	ADP
ajote-6762	141	78	type	type	NOUN
ajote-6762	141	79	1	1	NUM
ajote-6762	141	80	,	,	PUNCT
ajote-6762	141	81	which	which	PRON
ajote-6762	141	82	signifies	signify	VERB
ajote-6762	141	83	a	a	DET
ajote-6762	141	84	key	key	ADJ
ajote-6762	141	85	error	error	NOUN
ajote-6762	141	86	ato	ato	NOUN
ajote-6762	141	87	kwamina	kwamina	PROPN
ajote-6762	141	88	arhin	arhin	PROPN
ajote-6762	141	89	,	,	PUNCT
ajote-6762	141	90	jonathan	jonathan	PROPN
ajote-6762	141	91	essuman	essuman	PROPN
ajote-6762	141	92	,	,	PUNCT
ajote-6762	141	93	&	&	CCONJ
ajote-6762	141	94	ekua	ekua	PROPN
ajote-6762	141	95	arhin	arhin	PROPN
ajote-6762	141	96	ajote	ajote	PROPN
ajote-6762	141	97	vol.10	vol.10	NOUN
ajote-6762	141	98	no	no	INTJ
ajote-6762	141	99	.	.	NOUN
ajote-6762	141	100	2	2	NUM
ajote-6762	141	101	(	(	PUNCT
ajote-6762	141	102	2021	2021	NUM
ajote-6762	141	103	)	)	PUNCT
ajote-6762	141	104	,	,	PUNCT
ajote-6762	141	105	121	121	NUM
ajote-6762	141	106	-	-	SYM
ajote-6762	141	107	143	143	NUM
ajote-6762	141	108	128	128	NUM
ajote-6762	141	109	the	the	DET
ajote-6762	141	110	facilities	facility	NOUN
ajote-6762	141	111	for	for	ADP
ajote-6762	141	112	the	the	DET
ajote-6762	141	113	test	test	NOUN
ajote-6762	141	114	items	item	NOUN
ajote-6762	141	115	ranged	range	VERB
ajote-6762	141	116	from	from	ADP
ajote-6762	141	117	.17	.17	NUM
ajote-6762	141	118	to	to	ADP
ajote-6762	141	119	.86	.86	NUM
ajote-6762	141	120	.	.	PUNCT
ajote-6762	142	1	the	the	DET
ajote-6762	142	2	mean	mean	ADJ
ajote-6762	142	3	facility	facility	NOUN
ajote-6762	142	4	for	for	ADP
ajote-6762	142	5	the	the	DET
ajote-6762	142	6	test	test	NOUN
ajote-6762	142	7	was	be	AUX
ajote-6762	142	8	45	45	NUM
ajote-6762	142	9	%	%	NOUN
ajote-6762	142	10	that	that	PRON
ajote-6762	142	11	is	be	AUX
ajote-6762	142	12	p	p	NOUN
ajote-6762	142	13	=	=	NOUN
ajote-6762	142	14	0.45	0.45	NUM
ajote-6762	142	15	.	.	PUNCT
ajote-6762	143	1	the	the	DET
ajote-6762	143	2	optimal	optimal	ADJ
ajote-6762	143	3	facility	facility	NOUN
ajote-6762	143	4	for	for	ADP
ajote-6762	143	5	a	a	DET
ajote-6762	143	6	classroom	classroom	NOUN
ajote-6762	143	7	teacher	teacher	NOUN
ajote-6762	143	8	-	-	PUNCT
ajote-6762	143	9	made	make	VERB
ajote-6762	143	10	test	test	NOUN
ajote-6762	143	11	is	be	AUX
ajote-6762	143	12	.63	.63	NUM
ajote-6762	143	13	.	.	PUNCT
ajote-6762	144	1	comparing	compare	VERB
ajote-6762	144	2	the	the	DET
ajote-6762	144	3	optimal	optimal	ADJ
ajote-6762	144	4	value	value	NOUN
ajote-6762	144	5	with	with	ADP
ajote-6762	144	6	a	a	DET
ajote-6762	144	7	facility	facility	NOUN
ajote-6762	144	8	for	for	ADP
ajote-6762	144	9	the	the	DET
ajote-6762	144	10	test	test	NOUN
ajote-6762	144	11	indicates	indicate	VERB
ajote-6762	144	12	that	that	SCONJ
ajote-6762	144	13	the	the	DET
ajote-6762	144	14	test	test	NOUN
ajote-6762	144	15	was	be	AUX
ajote-6762	144	16	difficult	difficult	ADJ
ajote-6762	144	17	.	.	PUNCT
ajote-6762	145	1	a	a	DET
ajote-6762	145	2	possible	possible	ADJ
ajote-6762	145	3	reason	reason	NOUN
ajote-6762	145	4	for	for	ADP
ajote-6762	145	5	the	the	DET
ajote-6762	145	6	difficult	difficult	ADJ
ajote-6762	145	7	nature	nature	NOUN
ajote-6762	145	8	of	of	ADP
ajote-6762	145	9	the	the	DET
ajote-6762	145	10	test	test	NOUN
ajote-6762	145	11	could	could	AUX
ajote-6762	145	12	be	be	AUX
ajote-6762	145	13	because	because	SCONJ
ajote-6762	145	14	60	60	NUM
ajote-6762	145	15	%	%	NOUN
ajote-6762	145	16	of	of	ADP
ajote-6762	145	17	the	the	DET
ajote-6762	145	18	items	item	NOUN
ajote-6762	145	19	were	be	AUX
ajote-6762	145	20	flawed	flawed	ADJ
ajote-6762	145	21	.	.	PUNCT
ajote-6762	146	1	items	item	NOUN
ajote-6762	146	2	1and	1and	NUM
ajote-6762	146	3	2	2	NUM
ajote-6762	146	4	were	be	AUX
ajote-6762	146	5	very	very	ADV
ajote-6762	146	6	easy	easy	ADJ
ajote-6762	146	7	compared	compare	VERB
ajote-6762	146	8	to	to	ADP
ajote-6762	146	9	the	the	DET
ajote-6762	146	10	optimal	optimal	ADJ
ajote-6762	146	11	facility	facility	NOUN
ajote-6762	146	12	for	for	ADP
ajote-6762	146	13	classroom	classroom	NOUN
ajote-6762	146	14	achievement	achievement	NOUN
ajote-6762	146	15	tests	test	NOUN
ajote-6762	146	16	.	.	PUNCT
ajote-6762	147	1	odukoya	odukoya	PROPN
ajote-6762	147	2	et	et	PROPN
ajote-6762	147	3	.	.	PUNCT
ajote-6762	148	1	al	al	PROPN
ajote-6762	148	2	(	(	PUNCT
ajote-6762	148	3	2018	2018	NUM
ajote-6762	148	4	)	)	PUNCT
ajote-6762	148	5	,	,	PUNCT
ajote-6762	148	6	observed	observe	VERB
ajote-6762	148	7	that	that	SCONJ
ajote-6762	148	8	majority	majority	NOUN
ajote-6762	148	9	of	of	ADP
ajote-6762	148	10	the	the	DET
ajote-6762	148	11	items	item	NOUN
ajote-6762	148	12	used	use	VERB
ajote-6762	148	13	in	in	ADP
ajote-6762	148	14	a	a	DET
ajote-6762	148	15	private	private	ADJ
ajote-6762	148	16	university	university	NOUN
ajote-6762	148	17	in	in	ADP
ajote-6762	148	18	nigeria	nigeria	PROPN
ajote-6762	148	19	(	(	PUNCT
ajote-6762	148	20	about	about	ADV
ajote-6762	148	21	60	60	NUM
ajote-6762	148	22	out	out	ADP
ajote-6762	148	23	of	of	ADP
ajote-6762	148	24	the	the	DET
ajote-6762	148	25	70	70	NUM
ajote-6762	148	26	items	item	NOUN
ajote-6762	148	27	fielded	field	VERB
ajote-6762	148	28	)	)	PUNCT
ajote-6762	148	29	did	do	AUX
ajote-6762	148	30	not	not	PART
ajote-6762	148	31	meet	meet	VERB
ajote-6762	148	32	psychometric	psychometric	ADJ
ajote-6762	148	33	standard	standard	NOUN
ajote-6762	148	34	(	(	PUNCT
ajote-6762	148	35	of	of	ADP
ajote-6762	148	36	appropriate	appropriate	ADJ
ajote-6762	148	37	difficulty	difficulty	NOUN
ajote-6762	148	38	and	and	CCONJ
ajote-6762	148	39	distractive	distractive	ADJ
ajote-6762	148	40	index	index	NOUN
ajote-6762	148	41	)	)	PUNCT
ajote-6762	148	42	and	and	CCONJ
ajote-6762	148	43	consequently	consequently	ADV
ajote-6762	148	44	need	need	VERB
ajote-6762	148	45	moderation	moderation	NOUN
ajote-6762	148	46	or	or	CCONJ
ajote-6762	148	47	deletion	deletion	NOUN
ajote-6762	148	48	.	.	PUNCT
ajote-6762	149	1	approximately	approximately	ADV
ajote-6762	149	2	,	,	PUNCT
ajote-6762	149	3	86	86	NUM
ajote-6762	149	4	%	%	NOUN
ajote-6762	149	5	of	of	ADP
ajote-6762	149	6	the	the	DET
ajote-6762	149	7	items	item	NOUN
ajote-6762	149	8	failed	fail	VERB
ajote-6762	149	9	to	to	PART
ajote-6762	149	10	meet	meet	VERB
ajote-6762	149	11	the	the	DET
ajote-6762	149	12	suitable	suitable	ADJ
ajote-6762	149	13	psychometric	psychometric	ADJ
ajote-6762	149	14	properties	property	NOUN
ajote-6762	149	15	.	.	PUNCT
ajote-6762	150	1	the	the	DET
ajote-6762	150	2	current	current	NOUN
ajote-6762	150	3	shows	show	VERB
ajote-6762	150	4	that	that	SCONJ
ajote-6762	150	5	12	12	NUM
ajote-6762	150	6	out	out	ADP
ajote-6762	150	7	of	of	ADP
ajote-6762	150	8	20	20	NUM
ajote-6762	150	9	items	item	NOUN
ajote-6762	150	10	were	be	AUX
ajote-6762	150	11	flawed	flaw	VERB
ajote-6762	150	12	when	when	SCONJ
ajote-6762	150	13	assessed	assess	VERB
ajote-6762	150	14	in	in	ADP
ajote-6762	150	15	the	the	DET
ajote-6762	150	16	light	light	NOUN
ajote-6762	150	17	of	of	ADP
ajote-6762	150	18	the	the	DET
ajote-6762	150	19	standard	standard	ADJ
ajote-6762	150	20	item	item	NOUN
ajote-6762	150	21	forms	form	NOUN
ajote-6762	150	22	.	.	PUNCT
ajote-6762	151	1	this	this	PRON
ajote-6762	151	2	represents	represent	VERB
ajote-6762	151	3	60	60	NUM
ajote-6762	151	4	%	%	NOUN
ajote-6762	151	5	of	of	ADP
ajote-6762	151	6	the	the	DET
ajote-6762	151	7	items	item	NOUN
ajote-6762	151	8	.	.	PUNCT
ajote-6762	152	1	this	this	PRON
ajote-6762	152	2	therefore	therefore	ADV
ajote-6762	152	3	,	,	PUNCT
ajote-6762	152	4	collaborates	collaborate	VERB
ajote-6762	152	5	the	the	DET
ajote-6762	152	6	study	study	NOUN
ajote-6762	152	7	by	by	ADP
ajote-6762	152	8	odukoya	odukoya	PROPN
ajote-6762	152	9	et	et	PROPN
ajote-6762	152	10	al	al	PROPN
ajote-6762	152	11	.	.	PROPN
ajote-6762	153	1	(	(	PUNCT
ajote-6762	153	2	2018	2018	NUM
ajote-6762	153	3	)	)	PUNCT
ajote-6762	153	4	which	which	PRON
ajote-6762	153	5	suggests	suggest	VERB
ajote-6762	153	6	that	that	SCONJ
ajote-6762	153	7	the	the	DET
ajote-6762	153	8	teachers	teacher	NOUN
ajote-6762	153	9	need	need	VERB
ajote-6762	153	10	to	to	PART
ajote-6762	153	11	improve	improve	VERB
ajote-6762	153	12	their	their	PRON
ajote-6762	153	13	item	item	NOUN
ajote-6762	153	14	writing	writing	NOUN
ajote-6762	153	15	skills	skill	NOUN
ajote-6762	153	16	.	.	PUNCT
ajote-6762	154	1	one	one	NUM
ajote-6762	154	2	danger	danger	NOUN
ajote-6762	154	3	associated	associate	VERB
ajote-6762	154	4	with	with	ADP
ajote-6762	154	5	flawed	flawed	ADJ
ajote-6762	154	6	items	item	NOUN
ajote-6762	154	7	is	be	AUX
ajote-6762	154	8	that	that	SCONJ
ajote-6762	154	9	they	they	PRON
ajote-6762	154	10	introduce	introduce	VERB
ajote-6762	154	11	errors	error	NOUN
ajote-6762	154	12	into	into	ADP
ajote-6762	154	13	the	the	DET
ajote-6762	154	14	student	student	NOUN
ajote-6762	154	15	’s	’s	PART
ajote-6762	154	16	test	test	NOUN
ajote-6762	154	17	score	score	NOUN
ajote-6762	154	18	thereby	thereby	ADV
ajote-6762	154	19	making	make	VERB
ajote-6762	154	20	the	the	DET
ajote-6762	154	21	difference	difference	NOUN
ajote-6762	154	22	between	between	ADP
ajote-6762	154	23	the	the	DET
ajote-6762	154	24	observed	observed	ADJ
ajote-6762	154	25	score	score	NOUN
ajote-6762	154	26	and	and	CCONJ
ajote-6762	154	27	the	the	DET
ajote-6762	154	28	true	true	ADJ
ajote-6762	154	29	score	score	NOUN
ajote-6762	154	30	wider	wide	ADJ
ajote-6762	154	31	.	.	PUNCT
ajote-6762	155	1	it	it	PRON
ajote-6762	155	2	is	be	AUX
ajote-6762	155	3	these	these	DET
ajote-6762	155	4	same	same	ADJ
ajote-6762	155	5	results	result	NOUN
ajote-6762	155	6	filled	fill	VERB
ajote-6762	155	7	with	with	ADP
ajote-6762	155	8	errors	error	NOUN
ajote-6762	155	9	that	that	PRON
ajote-6762	155	10	will	will	AUX
ajote-6762	155	11	be	be	AUX
ajote-6762	155	12	used	use	VERB
ajote-6762	155	13	to	to	PART
ajote-6762	155	14	provide	provide	VERB
ajote-6762	155	15	certificates	certificate	NOUN
ajote-6762	155	16	for	for	ADP
ajote-6762	155	17	the	the	DET
ajote-6762	155	18	students	student	NOUN
ajote-6762	155	19	.	.	PUNCT
ajote-6762	156	1	this	this	PRON
ajote-6762	156	2	,	,	PUNCT
ajote-6762	156	3	therefore	therefore	ADV
ajote-6762	156	4	,	,	PUNCT
ajote-6762	156	5	calls	call	VERB
ajote-6762	156	6	on	on	ADP
ajote-6762	156	7	all	all	PRON
ajote-6762	156	8	involved	involved	ADJ
ajote-6762	156	9	in	in	ADP
ajote-6762	156	10	crafting	craft	VERB
ajote-6762	156	11	of	of	ADP
ajote-6762	156	12	test	test	NOUN
ajote-6762	156	13	items	item	NOUN
ajote-6762	156	14	especially	especially	ADV
ajote-6762	156	15	,	,	PUNCT
ajote-6762	156	16	mcis	mcis	NOUN
ajote-6762	156	17	to	to	PART
ajote-6762	156	18	be	be	AUX
ajote-6762	156	19	abreast	abreast	ADJ
ajote-6762	156	20	of	of	ADP
ajote-6762	156	21	the	the	DET
ajote-6762	156	22	currents	current	NOUN
ajote-6762	156	23	suggestions	suggestion	NOUN
ajote-6762	156	24	for	for	ADP
ajote-6762	156	25	writing	write	VERB
ajote-6762	156	26	multiple	multiple	ADJ
ajote-6762	156	27	-	-	PUNCT
ajote-6762	156	28	choice	choice	NOUN
ajote-6762	156	29	test	test	NOUN
ajote-6762	156	30	items	item	NOUN
ajote-6762	156	31	.	.	PUNCT
ajote-6762	157	1	table	table	NOUN
ajote-6762	157	2	2	2	NUM
ajote-6762	157	3	:	:	PUNCT
ajote-6762	157	4	item	item	NOUN
ajote-6762	157	5	properties	property	NOUN
ajote-6762	157	6	item	item	NOUN
ajote-6762	157	7	type	type	NOUN
ajote-6762	157	8	of	of	ADP
ajote-6762	157	9	flaw	flaw	NOUN
ajote-6762	157	10	facility	facility	NOUN
ajote-6762	157	11	discrimination	discrimination	NOUN
ajote-6762	157	12	index	index	NOUN
ajote-6762	157	13	q	q	NOUN
ajote-6762	157	14	1	1	NUM
ajote-6762	157	15	longer	long	ADJ
ajote-6762	157	16	option	option	NOUN
ajote-6762	157	17	as	as	SCONJ
ajote-6762	157	18	the	the	PRON
ajote-6762	157	19	answer	answer	NOUN
ajote-6762	157	20	.86	.86	NUM
ajote-6762	157	21	.09	.09	NUM
ajote-6762	157	22	q	q	NOUN
ajote-6762	157	23	2	2	NUM
ajote-6762	157	24	negatively	negatively	ADV
ajote-6762	157	25	worded	word	VERB
ajote-6762	157	26	.70	.70	NUM
ajote-6762	157	27	.17	.17	NUM
ajote-6762	157	28	q	q	NOUN
ajote-6762	157	29	4	4	NUM
ajote-6762	157	30	negatively	negatively	ADV
ajote-6762	157	31	worded	word	VERB
ajote-6762	157	32	.66	.66	NUM
ajote-6762	157	33	.10	.10	NUM
ajote-6762	157	34	q	q	NOUN
ajote-6762	157	35	4	4	NUM
ajote-6762	157	36	options	option	NOUN
ajote-6762	157	37	not	not	PART
ajote-6762	157	38	arranged	arrange	VERB
ajote-6762	157	39	in	in	ADP
ajote-6762	157	40	alphabetical	alphabetical	ADJ
ajote-6762	157	41	order	order	NOUN
ajote-6762	157	42	.66	.66	NUM
ajote-6762	157	43	.10	.10	NUM
ajote-6762	157	44	q	q	NOUN
ajote-6762	157	45	5	5	NUM
ajote-6762	157	46	starting	start	VERB
ajote-6762	157	47	with	with	ADP
ajote-6762	157	48	a	a	DET
ajote-6762	157	49	blank	blank	ADJ
ajote-6762	157	50	.58	.58	NUM
ajote-6762	157	51	.40	.40	NUM
ajote-6762	157	52	q	q	NOUN
ajote-6762	157	53	6	6	NUM
ajote-6762	157	54	negatively	negatively	ADV
ajote-6762	157	55	worded	word	VERB
ajote-6762	157	56	.46	.46	NUM
ajote-6762	157	57	.11	.11	NUM
ajote-6762	157	58	q	q	NOUN
ajote-6762	157	59	7	7	NUM
ajote-6762	157	60	negatively	negatively	ADV
ajote-6762	157	61	worded	word	VERB
ajote-6762	157	62	.33	.33	NUM
ajote-6762	157	63	.11	.11	NUM
ajote-6762	157	64	q	q	NOUN
ajote-6762	157	65	9	9	NUM
ajote-6762	157	66	negatively	negatively	ADV
ajote-6762	157	67	worded	word	VERB
ajote-6762	157	68	.45	.45	NUM
ajote-6762	157	69	.15	.15	NUM
ajote-6762	157	70	q	q	NOUN
ajote-6762	157	71	10	10	NUM
ajote-6762	157	72	starting	start	VERB
ajote-6762	157	73	with	with	ADP
ajote-6762	157	74	a	a	DET
ajote-6762	157	75	blank	blank	ADJ
ajote-6762	157	76	.49	.49	NUM
ajote-6762	157	77	.17	.17	NUM
ajote-6762	157	78	q	q	PROPN
ajote-6762	157	79	15	15	NUM
ajote-6762	157	80	negatively	negatively	ADV
ajote-6762	157	81	worded	word	VERB
ajote-6762	157	82	.46	.46	NUM
ajote-6762	157	83	-.02	-.02	SYM
ajote-6762	157	84	q	q	PROPN
ajote-6762	157	85	16	16	NUM
ajote-6762	157	86	negatively	negatively	ADV
ajote-6762	157	87	worded	word	VERB
ajote-6762	157	88	.39	.39	NUM
ajote-6762	157	89	.08	.08	NUM
ajote-6762	157	90	q	q	NOUN
ajote-6762	157	91	18	18	NUM
ajote-6762	157	92	negatively	negatively	ADV
ajote-6762	157	93	worded	word	VERB
ajote-6762	157	94	.33	.33	NUM
ajote-6762	157	95	.22	.22	NUM
ajote-6762	157	96	analysis	analysis	NOUN
ajote-6762	157	97	of	of	ADP
ajote-6762	157	98	item	item	NOUN
ajote-6762	157	99	writing	write	VERB
ajote-6762	157	100	flaws	flaw	NOUN
ajote-6762	157	101	in	in	ADP
ajote-6762	157	102	a	a	DET
ajote-6762	157	103	communications	communication	NOUN
ajote-6762	157	104	skills	skill	NOUN
ajote-6762	157	105	test	test	NOUN
ajote-6762	157	106	in	in	ADP
ajote-6762	157	107	a	a	DET
ajote-6762	157	108	ghanaian	ghanaian	ADJ
ajote-6762	157	109	university	university	NOUN
ajote-6762	157	110	ajote	ajote	NOUN
ajote-6762	157	111	vol.10	vol.10	NOUN
ajote-6762	157	112	no	no	INTJ
ajote-6762	157	113	.	.	NOUN
ajote-6762	157	114	2	2	NUM
ajote-6762	157	115	(	(	PUNCT
ajote-6762	157	116	2021	2021	NUM
ajote-6762	157	117	)	)	PUNCT
ajote-6762	157	118	,	,	PUNCT
ajote-6762	157	119	121	121	NUM
ajote-6762	157	120	-	-	SYM
ajote-6762	157	121	143	143	NUM
ajote-6762	157	122	129	129	NUM
ajote-6762	157	123	discussions	discussion	NOUN
ajote-6762	157	124	longer	long	ADJ
ajote-6762	157	125	option	option	NOUN
ajote-6762	157	126	as	as	SCONJ
ajote-6762	157	127	the	the	DET
ajote-6762	157	128	answer	answer	NOUN
ajote-6762	157	129	responses	response	NOUN
ajote-6762	157	130	should	should	AUX
ajote-6762	157	131	be	be	AUX
ajote-6762	157	132	similar	similar	ADJ
ajote-6762	157	133	in	in	ADP
ajote-6762	157	134	length	length	NOUN
ajote-6762	157	135	,	,	PUNCT
ajote-6762	157	136	the	the	DET
ajote-6762	157	137	shorter	short	ADJ
ajote-6762	157	138	the	the	PRON
ajote-6762	157	139	better	well	ADJ
ajote-6762	157	140	(	(	PUNCT
ajote-6762	157	141	if	if	SCONJ
ajote-6762	157	142	one	one	NUM
ajote-6762	157	143	option	option	NOUN
ajote-6762	157	144	is	be	AUX
ajote-6762	157	145	much	much	ADV
ajote-6762	157	146	longer	long	ADJ
ajote-6762	157	147	than	than	ADP
ajote-6762	157	148	the	the	DET
ajote-6762	157	149	others	other	NOUN
ajote-6762	157	150	,	,	PUNCT
ajote-6762	157	151	students	student	NOUN
ajote-6762	157	152	will	will	AUX
ajote-6762	157	153	assume	assume	VERB
ajote-6762	157	154	that	that	PRON
ajote-6762	157	155	is	be	AUX
ajote-6762	157	156	either	either	CCONJ
ajote-6762	157	157	the	the	DET
ajote-6762	157	158	correct	correct	ADJ
ajote-6762	157	159	answer	answer	NOUN
ajote-6762	157	160	or	or	CCONJ
ajote-6762	157	161	blatantly	blatantly	ADV
ajote-6762	157	162	the	the	DET
ajote-6762	157	163	wrong	wrong	ADJ
ajote-6762	157	164	answer	answer	NOUN
ajote-6762	157	165	,	,	PUNCT
ajote-6762	157	166	which	which	PRON
ajote-6762	157	167	gives	give	VERB
ajote-6762	157	168	them	they	PRON
ajote-6762	157	169	better	well	ADJ
ajote-6762	157	170	odds	odd	NOUN
ajote-6762	157	171	at	at	ADP
ajote-6762	157	172	“	"	PUNCT
ajote-6762	157	173	guessing	guess	VERB
ajote-6762	157	174	”	"	PUNCT
ajote-6762	157	175	.	.	PUNCT
ajote-6762	158	1	responses	response	NOUN
ajote-6762	158	2	differ	differ	VERB
ajote-6762	158	3	in	in	ADP
ajote-6762	158	4	length	length	NOUN
ajote-6762	158	5	because	because	SCONJ
ajote-6762	158	6	the	the	DET
ajote-6762	158	7	teacher	teacher	NOUN
ajote-6762	158	8	would	would	AUX
ajote-6762	158	9	like	like	VERB
ajote-6762	158	10	to	to	PART
ajote-6762	158	11	add	add	VERB
ajote-6762	158	12	qualifying	qualify	VERB
ajote-6762	158	13	phrases	phrase	NOUN
ajote-6762	158	14	to	to	PART
ajote-6762	158	15	make	make	VERB
ajote-6762	158	16	sure	sure	ADJ
ajote-6762	158	17	the	the	DET
ajote-6762	158	18	keyed	keyed	ADJ
ajote-6762	158	19	option	option	NOUN
ajote-6762	158	20	is	be	AUX
ajote-6762	158	21	correct	correct	ADJ
ajote-6762	158	22	.	.	PUNCT
ajote-6762	159	1	many	many	ADJ
ajote-6762	159	2	novices	novice	NOUN
ajote-6762	159	3	and	and	CCONJ
ajote-6762	159	4	experienced	experienced	ADJ
ajote-6762	159	5	test	test	NOUN
ajote-6762	159	6	constructors	constructor	NOUN
ajote-6762	159	7	make	make	VERB
ajote-6762	159	8	this	this	DET
ajote-6762	159	9	mistake	mistake	NOUN
ajote-6762	159	10	to	to	PART
ajote-6762	159	11	respond	respond	VERB
ajote-6762	159	12	free	free	ADJ
ajote-6762	159	13	from	from	ADP
ajote-6762	159	14	disputations	disputation	NOUN
ajote-6762	159	15	(	(	PUNCT
ajote-6762	159	16	haladyna	haladyna	NOUN
ajote-6762	159	17	&	&	CCONJ
ajote-6762	159	18	downing,1989	downing,1989	PROPN
ajote-6762	159	19	)	)	PUNCT
ajote-6762	159	20	.	.	PUNCT
ajote-6762	160	1	test	test	NOUN
ajote-6762	160	2	-	-	PUNCT
ajote-6762	160	3	wise	wise	ADJ
ajote-6762	160	4	students	student	NOUN
ajote-6762	160	5	look	look	VERB
ajote-6762	160	6	for	for	ADP
ajote-6762	160	7	the	the	DET
ajote-6762	160	8	“	"	PUNCT
ajote-6762	160	9	longest	long	ADJ
ajote-6762	160	10	responses	response	NOUN
ajote-6762	160	11	”	"	PUNCT
ajote-6762	160	12	to	to	PART
ajote-6762	160	13	choose	choose	VERB
ajote-6762	160	14	as	as	ADP
ajote-6762	160	15	answers	answer	NOUN
ajote-6762	160	16	during	during	ADP
ajote-6762	160	17	tests	test	NOUN
ajote-6762	160	18	when	when	SCONJ
ajote-6762	160	19	they	they	PRON
ajote-6762	160	20	are	be	AUX
ajote-6762	160	21	unsure	unsure	ADJ
ajote-6762	160	22	of	of	ADP
ajote-6762	160	23	the	the	DET
ajote-6762	160	24	correct	correct	ADJ
ajote-6762	160	25	option	option	NOUN
ajote-6762	160	26	.	.	PUNCT
ajote-6762	161	1	making	make	VERB
ajote-6762	161	2	the	the	DET
ajote-6762	161	3	responses	response	NOUN
ajote-6762	161	4	almost	almost	ADV
ajote-6762	161	5	the	the	DET
ajote-6762	161	6	same	same	ADJ
ajote-6762	161	7	length	length	NOUN
ajote-6762	161	8	reduces	reduce	VERB
ajote-6762	161	9	the	the	DET
ajote-6762	161	10	bias	bias	NOUN
ajote-6762	161	11	of	of	ADP
ajote-6762	161	12	such	such	ADJ
ajote-6762	161	13	items	item	NOUN
ajote-6762	161	14	and	and	CCONJ
ajote-6762	161	15	improves	improve	VERB
ajote-6762	161	16	the	the	DET
ajote-6762	161	17	validity	validity	NOUN
ajote-6762	161	18	of	of	ADP
ajote-6762	161	19	the	the	DET
ajote-6762	161	20	measurement	measurement	NOUN
ajote-6762	161	21	.	.	PUNCT
ajote-6762	162	1	the	the	DET
ajote-6762	162	2	item	item	NOUN
ajote-6762	162	3	analysis	analysis	NOUN
ajote-6762	162	4	showed	show	VERB
ajote-6762	162	5	that	that	SCONJ
ajote-6762	162	6	the	the	DET
ajote-6762	162	7	item	item	NOUN
ajote-6762	162	8	was	be	AUX
ajote-6762	162	9	very	very	ADV
ajote-6762	162	10	easy	easy	ADJ
ajote-6762	162	11	.	.	PUNCT
ajote-6762	163	1	a	a	DET
ajote-6762	163	2	total	total	NOUN
ajote-6762	163	3	of	of	ADP
ajote-6762	163	4	86	86	NUM
ajote-6762	163	5	%	%	NOUN
ajote-6762	163	6	of	of	ADP
ajote-6762	163	7	the	the	DET
ajote-6762	163	8	students	student	NOUN
ajote-6762	163	9	answered	answer	VERB
ajote-6762	163	10	the	the	DET
ajote-6762	163	11	item	item	NOUN
ajote-6762	163	12	correctly	correctly	ADV
ajote-6762	163	13	.	.	PUNCT
ajote-6762	164	1	the	the	DET
ajote-6762	164	2	facility	facility	NOUN
ajote-6762	164	3	of	of	ADP
ajote-6762	164	4	the	the	DET
ajote-6762	164	5	item	item	NOUN
ajote-6762	164	6	was	be	AUX
ajote-6762	164	7	.86	.86	NUM
ajote-6762	164	8	.	.	PUNCT
ajote-6762	165	1	the	the	DET
ajote-6762	165	2	distracters	distracter	NOUN
ajote-6762	165	3	for	for	ADP
ajote-6762	165	4	these	these	DET
ajote-6762	165	5	items	item	NOUN
ajote-6762	165	6	were	be	AUX
ajote-6762	165	7	not	not	PART
ajote-6762	165	8	good	good	ADJ
ajote-6762	165	9	enough	enough	ADV
ajote-6762	165	10	to	to	PART
ajote-6762	165	11	discriminate	discriminate	VERB
ajote-6762	165	12	among	among	ADP
ajote-6762	165	13	the	the	DET
ajote-6762	165	14	students	student	NOUN
ajote-6762	165	15	.	.	PUNCT
ajote-6762	166	1	figure	figure	VERB
ajote-6762	166	2	1	1	NUM
ajote-6762	166	3	:	:	PUNCT
ajote-6762	166	4	an	an	DET
ajote-6762	166	5	example	example	NOUN
ajote-6762	166	6	of	of	ADP
ajote-6762	166	7	an	an	DET
ajote-6762	166	8	item	item	NOUN
ajote-6762	166	9	with	with	ADP
ajote-6762	166	10	the	the	DET
ajote-6762	166	11	longer	long	ADJ
ajote-6762	166	12	option	option	NOUN
ajote-6762	166	13	as	as	SCONJ
ajote-6762	166	14	the	the	DET
ajote-6762	166	15	answer	answer	NOUN
ajote-6762	166	16	from	from	ADP
ajote-6762	166	17	the	the	DET
ajote-6762	166	18	test	test	NOUN
ajote-6762	166	19	is	be	AUX
ajote-6762	166	20	:	:	PUNCT
ajote-6762	166	21	q.1	q.1	X
ajote-6762	166	22	communication	communication	NOUN
ajote-6762	166	23	is	be	AUX
ajote-6762	166	24	a	a	DET
ajote-6762	166	25	universal	universal	ADJ
ajote-6762	166	26	activity	activity	NOUN
ajote-6762	166	27	because	because	SCONJ
ajote-6762	166	28	it	it	PRON
ajote-6762	166	29	……	……	VERB
ajote-6762	166	30	……	……	NOUN
ajote-6762	166	31	……	……	NOUN
ajote-6762	166	32	a.	a.	NOUN
ajote-6762	166	33	is	be	AUX
ajote-6762	166	34	a	a	DET
ajote-6762	166	35	credible	credible	ADJ
ajote-6762	166	36	source	source	NOUN
ajote-6762	166	37	of	of	ADP
ajote-6762	166	38	data	data	PROPN
ajote-6762	166	39	collection	collection	PROPN
ajote-6762	166	40	b.	b.	PROPN
ajote-6762	166	41	create	create	VERB
ajote-6762	166	42	the	the	DET
ajote-6762	166	43	right	right	ADJ
ajote-6762	166	44	atmosphere	atmosphere	NOUN
ajote-6762	166	45	of	of	ADP
ajote-6762	166	46	dialogue	dialogue	NOUN
ajote-6762	166	47	c.	c.	PROPN
ajote-6762	166	48	enables	enable	VERB
ajote-6762	166	49	people	people	NOUN
ajote-6762	166	50	to	to	PART
ajote-6762	166	51	give	give	VERB
ajote-6762	166	52	out	out	ADP
ajote-6762	166	53	or	or	CCONJ
ajote-6762	166	54	receive	receive	VERB
ajote-6762	166	55	information	information	NOUN
ajote-6762	166	56	d.	d.	PROPN
ajote-6762	166	57	is	be	AUX
ajote-6762	166	58	therapeutic	therapeutic	ADJ
ajote-6762	166	59	response	response	NOUN
ajote-6762	166	60	key	key	NOUN
ajote-6762	166	61	is	be	AUX
ajote-6762	166	62	c	c	NOUN
ajote-6762	166	63	according	accord	VERB
ajote-6762	166	64	to	to	ADP
ajote-6762	166	65	haladyna	haladyna	NOUN
ajote-6762	166	66	and	and	CCONJ
ajote-6762	166	67	downing	downing	NOUN
ajote-6762	166	68	(	(	PUNCT
ajote-6762	166	69	1989	1989	NUM
ajote-6762	166	70	)	)	PUNCT
ajote-6762	166	71	,	,	PUNCT
ajote-6762	166	72	8	8	NUM
ajote-6762	166	73	of	of	ADP
ajote-6762	166	74	9	9	NUM
ajote-6762	166	75	studies	study	NOUN
ajote-6762	166	76	suggest	suggest	VERB
ajote-6762	166	77	that	that	SCONJ
ajote-6762	166	78	using	use	VERB
ajote-6762	166	79	long	long	ADJ
ajote-6762	166	80	correct	correct	ADJ
ajote-6762	166	81	options	option	NOUN
ajote-6762	166	82	makes	make	VERB
ajote-6762	166	83	items	item	NOUN
ajote-6762	166	84	easier	easy	ADJ
ajote-6762	166	85	;	;	PUNCT
ajote-6762	166	86	q.1	q.1	X
ajote-6762	166	87	shows	show	VERB
ajote-6762	166	88	no	no	DET
ajote-6762	166	89	difference	difference	NOUN
ajote-6762	166	90	.	.	PUNCT
ajote-6762	167	1	this	this	DET
ajote-6762	167	2	study	study	NOUN
ajote-6762	167	3	shows	show	VERB
ajote-6762	167	4	that	that	SCONJ
ajote-6762	167	5	the	the	DET
ajote-6762	167	6	item	item	NOUN
ajote-6762	167	7	with	with	ADP
ajote-6762	167	8	a	a	DET
ajote-6762	167	9	longer	long	ADJ
ajote-6762	167	10	option	option	NOUN
ajote-6762	167	11	as	as	SCONJ
ajote-6762	167	12	the	the	DET
ajote-6762	167	13	answer	answer	NOUN
ajote-6762	167	14	was	be	AUX
ajote-6762	167	15	the	the	DET
ajote-6762	167	16	easiest	easy	ADJ
ajote-6762	167	17	of	of	ADP
ajote-6762	167	18	the	the	DET
ajote-6762	167	19	20	20	NUM
ajote-6762	167	20	items	item	NOUN
ajote-6762	167	21	used	use	VERB
ajote-6762	167	22	for	for	ADP
ajote-6762	167	23	the	the	DET
ajote-6762	167	24	test	test	NOUN
ajote-6762	167	25	.	.	PUNCT
ajote-6762	168	1	in	in	ADP
ajote-6762	168	2	this	this	DET
ajote-6762	168	3	study	study	NOUN
ajote-6762	168	4	,	,	PUNCT
ajote-6762	168	5	this	this	DET
ajote-6762	168	6	particular	particular	ADJ
ajote-6762	168	7	item	item	NOUN
ajote-6762	168	8	was	be	AUX
ajote-6762	168	9	the	the	DET
ajote-6762	168	10	first	first	ADJ
ajote-6762	168	11	and	and	CCONJ
ajote-6762	168	12	it	it	PRON
ajote-6762	168	13	can	can	AUX
ajote-6762	168	14	be	be	AUX
ajote-6762	168	15	argued	argue	VERB
ajote-6762	168	16	that	that	SCONJ
ajote-6762	168	17	the	the	DET
ajote-6762	168	18	first	first	ADJ
ajote-6762	168	19	few	few	ADJ
ajote-6762	168	20	items	item	NOUN
ajote-6762	168	21	on	on	ADP
ajote-6762	168	22	a	a	DET
ajote-6762	168	23	test	test	NOUN
ajote-6762	168	24	be	be	AUX
ajote-6762	168	25	easier	easy	ADJ
ajote-6762	168	26	to	to	PART
ajote-6762	168	27	avoid	avoid	VERB
ajote-6762	168	28	students	student	NOUN
ajote-6762	168	29	losing	lose	VERB
ajote-6762	168	30	confidence	confidence	NOUN
ajote-6762	168	31	.	.	PUNCT
ajote-6762	169	1	this	this	PRON
ajote-6762	169	2	agrees	agree	VERB
ajote-6762	169	3	with	with	ADP
ajote-6762	169	4	the	the	DET
ajote-6762	169	5	notion	notion	NOUN
ajote-6762	169	6	regarding	regard	VERB
ajote-6762	169	7	the	the	DET
ajote-6762	169	8	arrangement	arrangement	NOUN
ajote-6762	169	9	of	of	ADP
ajote-6762	169	10	test	test	NOUN
ajote-6762	169	11	items	item	NOUN
ajote-6762	169	12	,	,	PUNCT
ajote-6762	169	13	that	that	PRON
ajote-6762	169	14	easier	easy	ADJ
ajote-6762	169	15	items	item	NOUN
ajote-6762	169	16	start	start	VERB
ajote-6762	169	17	,	,	PUNCT
ajote-6762	169	18	put	put	VERB
ajote-6762	169	19	the	the	DET
ajote-6762	169	20	difficult	difficult	ADJ
ajote-6762	169	21	items	item	NOUN
ajote-6762	169	22	in	in	ADP
ajote-6762	169	23	the	the	DET
ajote-6762	169	24	middle	middle	NOUN
ajote-6762	169	25	and	and	CCONJ
ajote-6762	169	26	conclude	conclude	VERB
ajote-6762	169	27	with	with	ADP
ajote-6762	169	28	the	the	DET
ajote-6762	169	29	easy	easy	ADJ
ajote-6762	169	30	items	item	NOUN
ajote-6762	169	31	.	.	PUNCT
ajote-6762	170	1	in	in	ADP
ajote-6762	170	2	as	as	ADV
ajote-6762	170	3	much	much	ADJ
ajote-6762	170	4	as	as	ADP
ajote-6762	170	5	a	a	DET
ajote-6762	170	6	test	test	NOUN
ajote-6762	170	7	developer	developer	NOUN
ajote-6762	170	8	will	will	AUX
ajote-6762	170	9	fulfil	fulfil	VERB
ajote-6762	170	10	this	this	DET
ajote-6762	170	11	condition	condition	NOUN
ajote-6762	170	12	,	,	PUNCT
ajote-6762	170	13	they	they	PRON
ajote-6762	170	14	should	should	AUX
ajote-6762	170	15	not	not	PART
ajote-6762	170	16	compromise	compromise	VERB
ajote-6762	170	17	on	on	ADP
ajote-6762	170	18	item	item	NOUN
ajote-6762	170	19	writing	write	VERB
ajote-6762	170	20	rules	rule	NOUN
ajote-6762	170	21	to	to	PART
ajote-6762	170	22	justify	justify	VERB
ajote-6762	170	23	the	the	DET
ajote-6762	170	24	wrong	wrong	NOUN
ajote-6762	170	25	.	.	PUNCT
ajote-6762	171	1	ato	ato	PROPN
ajote-6762	171	2	kwamina	kwamina	PROPN
ajote-6762	171	3	arhin	arhin	PROPN
ajote-6762	171	4	,	,	PUNCT
ajote-6762	171	5	jonathan	jonathan	PROPN
ajote-6762	171	6	essuman	essuman	PROPN
ajote-6762	171	7	,	,	PUNCT
ajote-6762	171	8	&	&	CCONJ
ajote-6762	171	9	ekua	ekua	PROPN
ajote-6762	171	10	arhin	arhin	PROPN
ajote-6762	171	11	ajote	ajote	PROPN
ajote-6762	171	12	vol.10	vol.10	NOUN
ajote-6762	171	13	no	no	INTJ
ajote-6762	171	14	.	.	NOUN
ajote-6762	171	15	2	2	NUM
ajote-6762	171	16	(	(	PUNCT
ajote-6762	171	17	2021	2021	NUM
ajote-6762	171	18	)	)	PUNCT
ajote-6762	171	19	,	,	PUNCT
ajote-6762	171	20	121	121	NUM
ajote-6762	171	21	-	-	SYM
ajote-6762	171	22	143	143	NUM
ajote-6762	171	23	130	130	NUM
ajote-6762	172	1	it	it	PRON
ajote-6762	172	2	recorded	record	VERB
ajote-6762	172	3	a	a	DET
ajote-6762	172	4	p	p	NOUN
ajote-6762	172	5	-	-	PUNCT
ajote-6762	172	6	value	value	NOUN
ajote-6762	172	7	of	of	ADP
ajote-6762	172	8	.86	.86	NUM
ajote-6762	172	9	and	and	CCONJ
ajote-6762	172	10	this	this	PRON
ajote-6762	172	11	validates	validate	VERB
ajote-6762	172	12	the	the	DET
ajote-6762	172	13	rule	rule	NOUN
ajote-6762	172	14	that	that	SCONJ
ajote-6762	172	15	the	the	DET
ajote-6762	172	16	long	long	ADJ
ajote-6762	172	17	options	option	NOUN
ajote-6762	172	18	are	be	AUX
ajote-6762	172	19	often	often	ADV
ajote-6762	172	20	selected	select	VERB
ajote-6762	172	21	as	as	ADP
ajote-6762	172	22	the	the	DET
ajote-6762	172	23	answer	answer	NOUN
ajote-6762	172	24	.	.	PUNCT
ajote-6762	173	1	this	this	DET
ajote-6762	173	2	finding	finding	NOUN
ajote-6762	173	3	,	,	PUNCT
ajote-6762	173	4	therefore	therefore	ADV
ajote-6762	173	5	,	,	PUNCT
ajote-6762	173	6	collaborates	collaborate	NOUN
ajote-6762	173	7	with	with	ADP
ajote-6762	173	8	haladyna	haladyna	NOUN
ajote-6762	173	9	and	and	CCONJ
ajote-6762	173	10	downing	downing	NOUN
ajote-6762	173	11	(	(	PUNCT
ajote-6762	173	12	1989	1989	NUM
ajote-6762	173	13	)	)	PUNCT
ajote-6762	173	14	.	.	PUNCT
ajote-6762	174	1	also	also	ADV
ajote-6762	174	2	,	,	PUNCT
ajote-6762	174	3	this	this	DET
ajote-6762	174	4	item	item	NOUN
ajote-6762	174	5	was	be	AUX
ajote-6762	174	6	less	less	ADV
ajote-6762	174	7	discriminatory	discriminatory	ADJ
ajote-6762	174	8	between	between	ADP
ajote-6762	174	9	knowledgeable	knowledgeable	ADJ
ajote-6762	174	10	and	and	CCONJ
ajote-6762	174	11	nonknowledgeable	nonknowledgeable	ADJ
ajote-6762	174	12	students	student	NOUN
ajote-6762	174	13	(	(	PUNCT
ajote-6762	174	14	di=0.09	di=0.09	PROPN
ajote-6762	174	15	)	)	PUNCT
ajote-6762	174	16	.	.	PUNCT
ajote-6762	175	1	board	board	NOUN
ajote-6762	175	2	and	and	CCONJ
ajote-6762	175	3	whitney	whitney	PROPN
ajote-6762	175	4	(	(	PUNCT
ajote-6762	175	5	1972	1972	NUM
ajote-6762	175	6	)	)	PUNCT
ajote-6762	176	1	as	as	SCONJ
ajote-6762	176	2	cited	cite	VERB
ajote-6762	176	3	in	in	ADP
ajote-6762	176	4	haladyna	haladyna	NOUN
ajote-6762	176	5	and	and	CCONJ
ajote-6762	176	6	downing	downing	NOUN
ajote-6762	176	7	(	(	PUNCT
ajote-6762	176	8	1989	1989	NUM
ajote-6762	176	9	)	)	PUNCT
ajote-6762	176	10	posit	posit	VERB
ajote-6762	176	11	that	that	SCONJ
ajote-6762	176	12	low	low	ADV
ajote-6762	176	13	-	-	PUNCT
ajote-6762	176	14	achieving	achieve	VERB
ajote-6762	176	15	students	student	NOUN
ajote-6762	176	16	were	be	AUX
ajote-6762	176	17	inclined	incline	VERB
ajote-6762	176	18	to	to	PART
ajote-6762	176	19	take	take	VERB
ajote-6762	176	20	advantage	advantage	NOUN
ajote-6762	176	21	of	of	ADP
ajote-6762	176	22	the	the	DET
ajote-6762	176	23	option	option	NOUN
ajote-6762	176	24	-	-	PUNCT
ajote-6762	176	25	length	length	NOUN
ajote-6762	176	26	clue	clue	NOUN
ajote-6762	176	27	,	,	PUNCT
ajote-6762	176	28	whereas	whereas	SCONJ
ajote-6762	176	29	higher	high	ADJ
ajote-6762	176	30	achievers	achiever	NOUN
ajote-6762	176	31	do	do	VERB
ajote-6762	176	32	not	not	PART
ajote-6762	176	33	.	.	PUNCT
ajote-6762	177	1	higher	high	ADJ
ajote-6762	177	2	achievers	achiever	NOUN
ajote-6762	177	3	are	be	AUX
ajote-6762	177	4	disadvantaged	disadvantage	VERB
ajote-6762	177	5	when	when	SCONJ
ajote-6762	177	6	such	such	ADJ
ajote-6762	177	7	items	item	NOUN
ajote-6762	177	8	are	be	AUX
ajote-6762	177	9	prevalent	prevalent	ADJ
ajote-6762	177	10	in	in	ADP
ajote-6762	177	11	a	a	DET
ajote-6762	177	12	test	test	NOUN
ajote-6762	177	13	.	.	PUNCT
ajote-6762	178	1	it	it	PRON
ajote-6762	178	2	is	be	AUX
ajote-6762	178	3	,	,	PUNCT
ajote-6762	178	4	therefore	therefore	ADV
ajote-6762	178	5	,	,	PUNCT
ajote-6762	178	6	important	important	ADJ
ajote-6762	178	7	that	that	SCONJ
ajote-6762	178	8	tests	test	NOUN
ajote-6762	178	9	are	be	AUX
ajote-6762	178	10	rid	rid	VERB
ajote-6762	178	11	of	of	ADP
ajote-6762	178	12	these	these	DET
ajote-6762	178	13	items	item	NOUN
ajote-6762	178	14	.	.	PUNCT
ajote-6762	179	1	starting	start	VERB
ajote-6762	179	2	a	a	DET
ajote-6762	179	3	question	question	NOUN
ajote-6762	179	4	with	with	ADP
ajote-6762	179	5	a	a	DET
ajote-6762	179	6	blank	blank	NOUN
ajote-6762	179	7	the	the	DET
ajote-6762	179	8	stem	stem	NOUN
ajote-6762	179	9	can	can	AUX
ajote-6762	179	10	be	be	AUX
ajote-6762	179	11	written	write	VERB
ajote-6762	179	12	in	in	ADP
ajote-6762	179	13	two	two	NUM
ajote-6762	179	14	forms	form	NOUN
ajote-6762	179	15	as	as	ADP
ajote-6762	179	16	a	a	DET
ajote-6762	179	17	question	question	NOUN
ajote-6762	179	18	or	or	CCONJ
ajote-6762	179	19	partial	partial	ADJ
ajote-6762	179	20	sentence	sentence	NOUN
ajote-6762	179	21	that	that	PRON
ajote-6762	179	22	requires	require	VERB
ajote-6762	179	23	completion	completion	NOUN
ajote-6762	179	24	.	.	PUNCT
ajote-6762	180	1	research	research	NOUN
ajote-6762	180	2	comparing	compare	VERB
ajote-6762	180	3	these	these	DET
ajote-6762	180	4	two	two	NUM
ajote-6762	180	5	formats	format	NOUN
ajote-6762	180	6	have	have	AUX
ajote-6762	180	7	not	not	PART
ajote-6762	180	8	demonstrated	demonstrate	VERB
ajote-6762	180	9	any	any	DET
ajote-6762	180	10	significant	significant	ADJ
ajote-6762	180	11	difference	difference	NOUN
ajote-6762	180	12	in	in	ADP
ajote-6762	180	13	test	test	NOUN
ajote-6762	180	14	performance	performance	NOUN
ajote-6762	180	15	(	(	PUNCT
ajote-6762	180	16	violate	violate	NOUN
ajote-6762	180	17	,	,	PUNCT
ajote-6762	180	18	1991	1991	NUM
ajote-6762	180	19	,	,	PUNCT
ajote-6762	180	20	haladyna	haladyna	NOUN
ajote-6762	180	21	,	,	PUNCT
ajote-6762	180	22	1999	1999	NUM
ajote-6762	180	23	,	,	PUNCT
ajote-6762	180	24	masters	master	NOUN
ajote-6762	180	25	et	et	NOUN
ajote-6762	180	26	al	al	PROPN
ajote-6762	180	27	2001	2001	NUM
ajote-6762	180	28	)	)	PUNCT
ajote-6762	180	29	.	.	PUNCT
ajote-6762	181	1	to	to	PART
ajote-6762	181	2	facilitate	facilitate	VERB
ajote-6762	181	3	understanding	understanding	NOUN
ajote-6762	181	4	of	of	ADP
ajote-6762	181	5	the	the	DET
ajote-6762	181	6	question	question	NOUN
ajote-6762	181	7	to	to	PART
ajote-6762	181	8	be	be	AUX
ajote-6762	181	9	answered	answer	VERB
ajote-6762	181	10	,	,	PUNCT
ajote-6762	181	11	it	it	PRON
ajote-6762	181	12	is	be	AUX
ajote-6762	181	13	recommended	recommend	VERB
ajote-6762	181	14	that	that	SCONJ
ajote-6762	181	15	if	if	SCONJ
ajote-6762	181	16	a	a	DET
ajote-6762	181	17	partial	partial	ADJ
ajote-6762	181	18	sentence	sentence	NOUN
ajote-6762	181	19	is	be	AUX
ajote-6762	181	20	to	to	PART
ajote-6762	181	21	be	be	AUX
ajote-6762	181	22	used	use	VERB
ajote-6762	181	23	,	,	PUNCT
ajote-6762	181	24	a	a	DET
ajote-6762	181	25	stem	stem	NOUN
ajote-6762	181	26	with	with	ADP
ajote-6762	181	27	parts	part	NOUN
ajote-6762	181	28	missing	miss	VERB
ajote-6762	181	29	either	either	CCONJ
ajote-6762	181	30	at	at	ADP
ajote-6762	181	31	the	the	DET
ajote-6762	181	32	beginning	beginning	NOUN
ajote-6762	181	33	or	or	CCONJ
ajote-6762	181	34	in	in	ADP
ajote-6762	181	35	the	the	DET
ajote-6762	181	36	middle	middle	NOUN
ajote-6762	181	37	of	of	ADP
ajote-6762	181	38	the	the	DET
ajote-6762	181	39	stem	stem	NOUN
ajote-6762	181	40	should	should	AUX
ajote-6762	181	41	be	be	AUX
ajote-6762	181	42	avoided	avoid	VERB
ajote-6762	181	43	(	(	PUNCT
ajote-6762	181	44	haladyna	haladyna	NOUN
ajote-6762	181	45	,	,	PUNCT
ajote-6762	181	46	1999	1999	NUM
ajote-6762	181	47	)	)	PUNCT
ajote-6762	181	48	.	.	PUNCT
ajote-6762	182	1	it	it	PRON
ajote-6762	182	2	is	be	AUX
ajote-6762	182	3	recommended	recommend	VERB
ajote-6762	182	4	that	that	SCONJ
ajote-6762	182	5	the	the	DET
ajote-6762	182	6	blank	blank	NOUN
ajote-6762	182	7	should	should	AUX
ajote-6762	182	8	be	be	AUX
ajote-6762	182	9	towards	towards	ADP
ajote-6762	182	10	the	the	DET
ajote-6762	182	11	end	end	NOUN
ajote-6762	182	12	of	of	ADP
ajote-6762	182	13	the	the	DET
ajote-6762	182	14	stem	stem	NOUN
ajote-6762	182	15	or	or	CCONJ
ajote-6762	182	16	sentence	sentence	NOUN
ajote-6762	182	17	.	.	PUNCT
ajote-6762	183	1	it	it	PRON
ajote-6762	183	2	is	be	AUX
ajote-6762	183	3	natural	natural	ADJ
ajote-6762	183	4	that	that	SCONJ
ajote-6762	183	5	when	when	SCONJ
ajote-6762	183	6	conversing	converse	VERB
ajote-6762	183	7	with	with	ADP
ajote-6762	183	8	someone	someone	PRON
ajote-6762	183	9	you	you	PRON
ajote-6762	183	10	do	do	AUX
ajote-6762	183	11	not	not	PART
ajote-6762	183	12	start	start	VERB
ajote-6762	183	13	with	with	ADP
ajote-6762	183	14	a	a	DET
ajote-6762	183	15	blank	blank	NOUN
ajote-6762	183	16	for	for	SCONJ
ajote-6762	183	17	the	the	DET
ajote-6762	183	18	other	other	ADJ
ajote-6762	183	19	person	person	NOUN
ajote-6762	183	20	to	to	PART
ajote-6762	183	21	fill	fill	VERB
ajote-6762	183	22	in	in	ADP
ajote-6762	183	23	.	.	PUNCT
ajote-6762	184	1	this	this	PRON
ajote-6762	184	2	does	do	AUX
ajote-6762	184	3	not	not	PART
ajote-6762	184	4	make	make	VERB
ajote-6762	184	5	the	the	DET
ajote-6762	184	6	communication	communication	NOUN
ajote-6762	184	7	effective	effective	ADJ
ajote-6762	184	8	.	.	PUNCT
ajote-6762	185	1	therefore	therefore	ADV
ajote-6762	185	2	,	,	PUNCT
ajote-6762	185	3	starting	start	VERB
ajote-6762	185	4	a	a	DET
ajote-6762	185	5	stem	stem	NOUN
ajote-6762	185	6	or	or	CCONJ
ajote-6762	185	7	sentence	sentence	NOUN
ajote-6762	185	8	with	with	ADP
ajote-6762	185	9	a	a	DET
ajote-6762	185	10	blank	blank	NOUN
ajote-6762	185	11	distorts	distort	VERB
ajote-6762	185	12	the	the	DET
ajote-6762	185	13	meaning	meaning	NOUN
ajote-6762	185	14	of	of	ADP
ajote-6762	185	15	the	the	DET
ajote-6762	185	16	question	question	NOUN
ajote-6762	185	17	and	and	CCONJ
ajote-6762	185	18	makes	make	VERB
ajote-6762	185	19	it	it	PRON
ajote-6762	185	20	difficult	difficult	ADJ
ajote-6762	185	21	to	to	PART
ajote-6762	185	22	answer	answer	VERB
ajote-6762	185	23	.	.	PUNCT
ajote-6762	186	1	from	from	ADP
ajote-6762	186	2	the	the	DET
ajote-6762	186	3	test	test	NOUN
ajote-6762	186	4	,	,	PUNCT
ajote-6762	186	5	questions	question	NOUN
ajote-6762	186	6	5	5	NUM
ajote-6762	186	7	and	and	CCONJ
ajote-6762	186	8	10	10	NUM
ajote-6762	186	9	started	start	VERB
ajote-6762	186	10	with	with	ADP
ajote-6762	186	11	a	a	DET
ajote-6762	186	12	blank	blank	ADJ
ajote-6762	186	13	and	and	CCONJ
ajote-6762	186	14	recorded	record	VERB
ajote-6762	186	15	facility	facility	NOUN
ajote-6762	186	16	of	of	ADP
ajote-6762	186	17	.58	.58	NUM
ajote-6762	186	18	and	and	CCONJ
ajote-6762	186	19	.49	.49	NUM
ajote-6762	186	20	respectively	respectively	ADV
ajote-6762	186	21	.	.	PUNCT
ajote-6762	187	1	from	from	ADP
ajote-6762	187	2	table	table	NOUN
ajote-6762	187	3	1	1	NUM
ajote-6762	187	4	it	it	PRON
ajote-6762	187	5	is	be	AUX
ajote-6762	187	6	obvious	obvious	ADJ
ajote-6762	187	7	that	that	SCONJ
ajote-6762	187	8	their	their	PRON
ajote-6762	187	9	facilities	facility	NOUN
ajote-6762	187	10	are	be	AUX
ajote-6762	187	11	not	not	PART
ajote-6762	187	12	within	within	ADP
ajote-6762	187	13	the	the	DET
ajote-6762	187	14	range	range	NOUN
ajote-6762	187	15	of	of	ADP
ajote-6762	187	16	ideal	ideal	ADJ
ajote-6762	187	17	items	item	NOUN
ajote-6762	187	18	.	.	PUNCT
ajote-6762	188	1	an	an	DET
ajote-6762	188	2	example	example	NOUN
ajote-6762	188	3	of	of	ADP
ajote-6762	188	4	an	an	DET
ajote-6762	188	5	item	item	NOUN
ajote-6762	188	6	that	that	PRON
ajote-6762	188	7	starts	start	VERB
ajote-6762	188	8	with	with	ADP
ajote-6762	188	9	a	a	DET
ajote-6762	188	10	blank	blank	NOUN
ajote-6762	188	11	is	be	AUX
ajote-6762	188	12	:	:	PUNCT
ajote-6762	188	13	q.5	q.5	NUM
ajote-6762	188	14	…	…	PUNCT
ajote-6762	188	15	…	…	PUNCT
ajote-6762	188	16	…	…	PUNCT
ajote-6762	188	17	…	…	PUNCT
ajote-6762	188	18	…	…	PUNCT
ajote-6762	188	19	…	…	PUNCT
ajote-6762	188	20	…	…	PUNCT
ajote-6762	188	21	…	…	PUNCT
ajote-6762	188	22	…	…	PUNCT
ajote-6762	188	23	…	…	PUNCT
ajote-6762	188	24	...	...	PUNCT
ajote-6762	188	25	are	be	AUX
ajote-6762	188	26	to	to	PART
ajote-6762	188	27	move	move	VERB
ajote-6762	188	28	the	the	DET
ajote-6762	188	29	reader	reader	NOUN
ajote-6762	188	30	to	to	PART
ajote-6762	188	31	make	make	VERB
ajote-6762	188	32	a	a	DET
ajote-6762	188	33	particular	particular	ADJ
ajote-6762	188	34	choice	choice	NOUN
ajote-6762	188	35	or	or	CCONJ
ajote-6762	188	36	to	to	PART
ajote-6762	188	37	take	take	VERB
ajote-6762	188	38	a	a	DET
ajote-6762	188	39	particular	particular	ADJ
ajote-6762	188	40	course	course	NOUN
ajote-6762	188	41	of	of	ADP
ajote-6762	188	42	action	action	NOUN
ajote-6762	188	43	.	.	PUNCT
ajote-6762	189	1	a.	a.	NOUN
ajote-6762	189	2	expository	expository	NOUN
ajote-6762	189	3	paragraphs	paragraph	NOUN
ajote-6762	189	4	b.	b.	PROPN
ajote-6762	189	5	mainstream	mainstream	PROPN
ajote-6762	189	6	paragraphs	paragraphs	PROPN
ajote-6762	189	7	c.	c.	PROPN
ajote-6762	189	8	narrative	narrative	PROPN
ajote-6762	189	9	paragraphs	paragraph	VERB
ajote-6762	189	10	d.	d.	PROPN
ajote-6762	189	11	persuasive	persuasive	PROPN
ajote-6762	189	12	paragraphs	paragraph	VERB
ajote-6762	189	13	the	the	DET
ajote-6762	189	14	key	key	NOUN
ajote-6762	189	15	is	be	AUX
ajote-6762	189	16	d	d	NOUN
ajote-6762	189	17	the	the	DET
ajote-6762	189	18	distractor	distractor	NOUN
ajote-6762	189	19	analysis	analysis	NOUN
ajote-6762	189	20	of	of	ADP
ajote-6762	189	21	item	item	NOUN
ajote-6762	189	22	5	5	NUM
ajote-6762	189	23	indicates	indicate	VERB
ajote-6762	189	24	no	no	DET
ajote-6762	189	25	selection	selection	NOUN
ajote-6762	189	26	for	for	ADP
ajote-6762	189	27	option	option	NOUN
ajote-6762	189	28	c.	c.	NOUN
ajote-6762	189	29	in	in	ADP
ajote-6762	189	30	the	the	DET
ajote-6762	189	31	entire	entire	ADJ
ajote-6762	189	32	test	test	NOUN
ajote-6762	189	33	,	,	PUNCT
ajote-6762	189	34	item	item	NOUN
ajote-6762	189	35	5	5	NUM
ajote-6762	189	36	was	be	AUX
ajote-6762	189	37	the	the	DET
ajote-6762	189	38	only	only	ADJ
ajote-6762	189	39	item	item	NOUN
ajote-6762	189	40	that	that	PRON
ajote-6762	189	41	recorded	record	VERB
ajote-6762	189	42	a	a	DET
ajote-6762	189	43	zero	zero	NUM
ajote-6762	189	44	selection	selection	NOUN
ajote-6762	189	45	for	for	ADP
ajote-6762	189	46	an	an	DET
ajote-6762	189	47	option	option	NOUN
ajote-6762	189	48	.	.	PUNCT
ajote-6762	190	1	this	this	DET
ajote-6762	190	2	particular	particular	ADJ
ajote-6762	190	3	option	option	NOUN
ajote-6762	190	4	c	c	NOUN
ajote-6762	190	5	was	be	AUX
ajote-6762	190	6	analysis	analysis	NOUN
ajote-6762	190	7	of	of	ADP
ajote-6762	190	8	item	item	NOUN
ajote-6762	190	9	writing	write	VERB
ajote-6762	190	10	flaws	flaw	NOUN
ajote-6762	190	11	in	in	ADP
ajote-6762	190	12	a	a	DET
ajote-6762	190	13	communications	communication	NOUN
ajote-6762	190	14	skills	skill	NOUN
ajote-6762	190	15	test	test	NOUN
ajote-6762	190	16	in	in	ADP
ajote-6762	190	17	a	a	DET
ajote-6762	190	18	ghanaian	ghanaian	ADJ
ajote-6762	190	19	university	university	NOUN
ajote-6762	190	20	ajote	ajote	NOUN
ajote-6762	190	21	vol.10	vol.10	NOUN
ajote-6762	190	22	no	no	INTJ
ajote-6762	190	23	.	.	NOUN
ajote-6762	190	24	2	2	NUM
ajote-6762	190	25	(	(	PUNCT
ajote-6762	190	26	2021	2021	NUM
ajote-6762	190	27	)	)	PUNCT
ajote-6762	190	28	,	,	PUNCT
ajote-6762	190	29	121	121	NUM
ajote-6762	190	30	-	-	SYM
ajote-6762	190	31	143	143	NUM
ajote-6762	190	32	131	131	NUM
ajote-6762	190	33	rendered	render	VERB
ajote-6762	190	34	implausible	implausible	ADJ
ajote-6762	190	35	and	and	CCONJ
ajote-6762	190	36	unattractive	unattractive	ADJ
ajote-6762	190	37	even	even	ADV
ajote-6762	190	38	to	to	ADP
ajote-6762	190	39	the	the	DET
ajote-6762	190	40	lower	low	ADJ
ajote-6762	190	41	achievers	achiever	NOUN
ajote-6762	190	42	because	because	SCONJ
ajote-6762	190	43	the	the	DET
ajote-6762	190	44	item	item	NOUN
ajote-6762	190	45	began	begin	VERB
ajote-6762	190	46	with	with	ADP
ajote-6762	190	47	a	a	DET
ajote-6762	190	48	blank	blank	NOUN
ajote-6762	190	49	.	.	PUNCT
ajote-6762	191	1	three	three	NUM
ajote-6762	191	2	options	option	NOUN
ajote-6762	191	3	for	for	ADP
ajote-6762	191	4	this	this	DET
ajote-6762	191	5	particular	particular	ADJ
ajote-6762	191	6	item	item	NOUN
ajote-6762	191	7	would	would	AUX
ajote-6762	191	8	have	have	AUX
ajote-6762	191	9	worked	work	VERB
ajote-6762	191	10	well	well	ADV
ajote-6762	191	11	instead	instead	ADV
ajote-6762	191	12	of	of	ADP
ajote-6762	191	13	padding	pad	VERB
ajote-6762	191	14	the	the	DET
ajote-6762	191	15	question	question	NOUN
ajote-6762	191	16	options	option	NOUN
ajote-6762	191	17	that	that	PRON
ajote-6762	191	18	did	do	AUX
ajote-6762	191	19	not	not	PART
ajote-6762	191	20	work	work	VERB
ajote-6762	191	21	.	.	PUNCT
ajote-6762	192	1	because	because	SCONJ
ajote-6762	192	2	putting	put	VERB
ajote-6762	192	3	options	option	NOUN
ajote-6762	192	4	a	a	PRON
ajote-6762	192	5	and	and	CCONJ
ajote-6762	192	6	b	b	NOUN
ajote-6762	192	7	together	together	ADV
ajote-6762	192	8	results	result	VERB
ajote-6762	192	9	in	in	ADP
ajote-6762	192	10	less	less	ADJ
ajote-6762	192	11	than	than	ADP
ajote-6762	192	12	40	40	NUM
ajote-6762	192	13	%	%	NOUN
ajote-6762	192	14	,	,	PUNCT
ajote-6762	192	15	clearly	clearly	ADV
ajote-6762	192	16	the	the	DET
ajote-6762	192	17	options	option	NOUN
ajote-6762	192	18	were	be	AUX
ajote-6762	192	19	not	not	PART
ajote-6762	192	20	plausible	plausible	ADJ
ajote-6762	192	21	at	at	ADV
ajote-6762	192	22	all	all	ADV
ajote-6762	192	23	.	.	PUNCT
ajote-6762	193	1	on	on	ADP
ajote-6762	193	2	the	the	DET
ajote-6762	193	3	contrary	contrary	NOUN
ajote-6762	193	4	,	,	PUNCT
ajote-6762	193	5	item	item	NOUN
ajote-6762	193	6	5	5	NUM
ajote-6762	193	7	which	which	PRON
ajote-6762	193	8	started	start	VERB
ajote-6762	193	9	with	with	ADP
ajote-6762	193	10	a	a	DET
ajote-6762	193	11	blank	blank	NOUN
ajote-6762	193	12	recorded	record	VERB
ajote-6762	193	13	a	a	DET
ajote-6762	193	14	discrimination	discrimination	NOUN
ajote-6762	193	15	index	index	NOUN
ajote-6762	193	16	of	of	ADP
ajote-6762	193	17	0.40	0.40	NUM
ajote-6762	193	18	among	among	ADP
ajote-6762	193	19	all	all	DET
ajote-6762	193	20	the	the	DET
ajote-6762	193	21	20	20	NUM
ajote-6762	193	22	items	item	NOUN
ajote-6762	193	23	which	which	PRON
ajote-6762	193	24	are	be	AUX
ajote-6762	193	25	considered	consider	VERB
ajote-6762	193	26	as	as	ADP
ajote-6762	193	27	the	the	DET
ajote-6762	193	28	optimal	optimal	ADJ
ajote-6762	193	29	level	level	NOUN
ajote-6762	193	30	of	of	ADP
ajote-6762	193	31	di	di	NOUN
ajote-6762	193	32	for	for	ADP
ajote-6762	193	33	multiple	multiple	ADJ
ajote-6762	193	34	-	-	PUNCT
ajote-6762	193	35	choice	choice	NOUN
ajote-6762	193	36	test	test	NOUN
ajote-6762	193	37	items	item	NOUN
ajote-6762	193	38	.	.	PUNCT
ajote-6762	194	1	even	even	ADV
ajote-6762	194	2	though	though	SCONJ
ajote-6762	194	3	item	item	NOUN
ajote-6762	194	4	5	5	NUM
ajote-6762	194	5	is	be	AUX
ajote-6762	194	6	flawed	flaw	VERB
ajote-6762	194	7	based	base	VERB
ajote-6762	194	8	on	on	ADP
ajote-6762	194	9	the	the	DET
ajote-6762	194	10	guidelines	guideline	NOUN
ajote-6762	194	11	for	for	ADP
ajote-6762	194	12	writing	write	VERB
ajote-6762	194	13	mcis	mcis	NOUN
ajote-6762	194	14	,	,	PUNCT
ajote-6762	194	15	its	its	PRON
ajote-6762	194	16	item	item	NOUN
ajote-6762	194	17	indices	index	NOUN
ajote-6762	194	18	were	be	AUX
ajote-6762	194	19	all	all	ADV
ajote-6762	194	20	excellent	excellent	ADJ
ajote-6762	194	21	(	(	PUNCT
ajote-6762	194	22	p=.58	p=.58	NOUN
ajote-6762	194	23	,	,	PUNCT
ajote-6762	194	24	di=.40	di=.40	NOUN
ajote-6762	194	25	)	)	PUNCT
ajote-6762	194	26	.	.	PUNCT
ajote-6762	195	1	this	this	DET
ajote-6762	195	2	finding	finding	NOUN
ajote-6762	195	3	does	do	AUX
ajote-6762	195	4	not	not	PART
ajote-6762	195	5	conform	conform	VERB
ajote-6762	195	6	to	to	ADP
ajote-6762	195	7	outcomes	outcome	NOUN
ajote-6762	195	8	from	from	ADP
ajote-6762	195	9	other	other	ADJ
ajote-6762	195	10	studies	study	NOUN
ajote-6762	195	11	indicating	indicate	VERB
ajote-6762	195	12	that	that	SCONJ
ajote-6762	195	13	beginning	begin	VERB
ajote-6762	195	14	the	the	DET
ajote-6762	195	15	stem	stem	NOUN
ajote-6762	195	16	with	with	ADP
ajote-6762	195	17	a	a	DET
ajote-6762	195	18	blank	blank	NOUN
ajote-6762	195	19	can	can	AUX
ajote-6762	195	20	not	not	PART
ajote-6762	195	21	discriminate	discriminate	VERB
ajote-6762	195	22	well	well	ADV
ajote-6762	195	23	between	between	ADP
ajote-6762	195	24	the	the	DET
ajote-6762	195	25	high	high	ADJ
ajote-6762	195	26	achievers	achiever	NOUN
ajote-6762	195	27	and	and	CCONJ
ajote-6762	195	28	lower	low	ADJ
ajote-6762	195	29	achievers	achiever	NOUN
ajote-6762	195	30	.	.	PUNCT
ajote-6762	196	1	also	also	ADV
ajote-6762	196	2	,	,	PUNCT
ajote-6762	196	3	this	this	DET
ajote-6762	196	4	finding	finding	NOUN
ajote-6762	196	5	does	do	AUX
ajote-6762	196	6	not	not	PART
ajote-6762	196	7	conform	conform	VERB
ajote-6762	196	8	to	to	ADP
ajote-6762	196	9	outcomes	outcome	NOUN
ajote-6762	196	10	from	from	ADP
ajote-6762	196	11	other	other	ADJ
ajote-6762	196	12	studies	study	NOUN
ajote-6762	196	13	indicating	indicate	VERB
ajote-6762	196	14	that	that	SCONJ
ajote-6762	196	15	beginning	begin	VERB
ajote-6762	196	16	the	the	DET
ajote-6762	196	17	stem	stem	NOUN
ajote-6762	196	18	with	with	ADP
ajote-6762	196	19	a	a	DET
ajote-6762	196	20	blank	blank	NOUN
ajote-6762	196	21	makes	make	VERB
ajote-6762	196	22	the	the	DET
ajote-6762	196	23	item	item	NOUN
ajote-6762	196	24	difficult	difficult	ADJ
ajote-6762	196	25	.	.	PUNCT
ajote-6762	197	1	however	however	ADV
ajote-6762	197	2	,	,	PUNCT
ajote-6762	197	3	with	with	ADP
ajote-6762	197	4	all	all	DET
ajote-6762	197	5	the	the	DET
ajote-6762	197	6	excellent	excellent	ADJ
ajote-6762	197	7	item	item	NOUN
ajote-6762	197	8	characteristics	characteristic	NOUN
ajote-6762	197	9	for	for	ADP
ajote-6762	197	10	item	item	NOUN
ajote-6762	197	11	5	5	NUM
ajote-6762	197	12	it	it	PRON
ajote-6762	197	13	clearly	clearly	ADV
ajote-6762	197	14	violates	violate	VERB
ajote-6762	197	15	the	the	DET
ajote-6762	197	16	'	'	PUNCT
ajote-6762	197	17	cover	cover	NOUN
ajote-6762	197	18	options	option	NOUN
ajote-6762	197	19	test	test	NOUN
ajote-6762	197	20	'	'	PUNCT
ajote-6762	197	21	.	.	PUNCT
ajote-6762	198	1	an	an	DET
ajote-6762	198	2	important	important	ADJ
ajote-6762	198	3	indicator	indicator	NOUN
ajote-6762	198	4	of	of	ADP
ajote-6762	198	5	a	a	DET
ajote-6762	198	6	well	well	ADV
ajote-6762	198	7	-	-	PUNCT
ajote-6762	198	8	written	write	VERB
ajote-6762	198	9	mci	mci	NOUN
ajote-6762	198	10	,	,	PUNCT
ajote-6762	198	11	according	accord	VERB
ajote-6762	198	12	to	to	ADP
ajote-6762	198	13	many	many	ADJ
ajote-6762	198	14	writing	writing	NOUN
ajote-6762	198	15	guidelines	guideline	NOUN
ajote-6762	198	16	,	,	PUNCT
ajote-6762	198	17	is	be	AUX
ajote-6762	198	18	that	that	SCONJ
ajote-6762	198	19	the	the	DET
ajote-6762	198	20	question	question	NOUN
ajote-6762	198	21	should	should	AUX
ajote-6762	198	22	allow	allow	VERB
ajote-6762	198	23	testees	testee	NOUN
ajote-6762	198	24	to	to	PART
ajote-6762	198	25	formulate	formulate	VERB
ajote-6762	198	26	a	a	DET
ajote-6762	198	27	correct	correct	ADJ
ajote-6762	198	28	response	response	NOUN
ajote-6762	198	29	without	without	ADP
ajote-6762	198	30	needing	need	VERB
ajote-6762	198	31	to	to	PART
ajote-6762	198	32	first	first	ADV
ajote-6762	198	33	look	look	VERB
ajote-6762	198	34	at	at	ADP
ajote-6762	198	35	the	the	DET
ajote-6762	198	36	available	available	ADJ
ajote-6762	198	37	options	option	NOUN
ajote-6762	198	38	–	–	PUNCT
ajote-6762	198	39	a	a	DET
ajote-6762	198	40	criterion	criterion	NOUN
ajote-6762	198	41	commonly	commonly	ADV
ajote-6762	198	42	referred	refer	VERB
ajote-6762	198	43	to	to	ADP
ajote-6762	198	44	as	as	ADP
ajote-6762	198	45	the	the	DET
ajote-6762	198	46	'	'	PUNCT
ajote-6762	198	47	cover	cover	NOUN
ajote-6762	198	48	options	option	NOUN
ajote-6762	198	49	test	test	NOUN
ajote-6762	198	50	'	'	PUNCT
ajote-6762	198	51	(	(	PUNCT
ajote-6762	198	52	case	case	NOUN
ajote-6762	198	53	and	and	CCONJ
ajote-6762	198	54	swanson	swanson	PROPN
ajote-6762	198	55	,	,	PUNCT
ajote-6762	198	56	2002	2002	NUM
ajote-6762	198	57	)	)	PUNCT
ajote-6762	198	58	.	.	PUNCT
ajote-6762	199	1	this	this	DET
ajote-6762	199	2	guideline	guideline	NOUN
ajote-6762	199	3	is	be	AUX
ajote-6762	199	4	violated	violate	VERB
ajote-6762	199	5	by	by	ADP
ajote-6762	199	6	beginning	begin	VERB
ajote-6762	199	7	a	a	DET
ajote-6762	199	8	stem	stem	NOUN
ajote-6762	199	9	with	with	ADP
ajote-6762	199	10	a	a	DET
ajote-6762	199	11	blank	blank	NOUN
ajote-6762	199	12	hence	hence	ADV
ajote-6762	199	13	the	the	DET
ajote-6762	199	14	respondent	respondent	NOUN
ajote-6762	199	15	needs	need	VERB
ajote-6762	199	16	to	to	PART
ajote-6762	199	17	fit	fit	VERB
ajote-6762	199	18	in	in	ADP
ajote-6762	199	19	the	the	DET
ajote-6762	199	20	options	option	NOUN
ajote-6762	199	21	one	one	NUM
ajote-6762	199	22	after	after	ADP
ajote-6762	199	23	the	the	DET
ajote-6762	199	24	other	other	ADJ
ajote-6762	199	25	before	before	SCONJ
ajote-6762	199	26	the	the	DET
ajote-6762	199	27	correct	correct	ADJ
ajote-6762	199	28	option	option	NOUN
ajote-6762	199	29	can	can	AUX
ajote-6762	199	30	be	be	AUX
ajote-6762	199	31	selected	select	VERB
ajote-6762	199	32	.	.	PUNCT
ajote-6762	200	1	negatively	negatively	ADV
ajote-6762	200	2	worded	word	VERB
ajote-6762	200	3	items	item	NOUN
ajote-6762	200	4	in	in	ADP
ajote-6762	200	5	this	this	DET
ajote-6762	200	6	study	study	NOUN
ajote-6762	200	7	,	,	PUNCT
ajote-6762	200	8	7	7	NUM
ajote-6762	200	9	of	of	ADP
ajote-6762	200	10	20	20	NUM
ajote-6762	200	11	items	item	NOUN
ajote-6762	200	12	were	be	AUX
ajote-6762	200	13	constructed	construct	VERB
ajote-6762	200	14	in	in	ADP
ajote-6762	200	15	the	the	DET
ajote-6762	200	16	negative	negative	ADJ
ajote-6762	200	17	sense	sense	NOUN
ajote-6762	200	18	.	.	PUNCT
ajote-6762	201	1	cautiously	cautiously	ADV
ajote-6762	201	2	,	,	PUNCT
ajote-6762	201	3	these	these	DET
ajote-6762	201	4	items	item	NOUN
ajote-6762	201	5	can	can	AUX
ajote-6762	201	6	be	be	AUX
ajote-6762	201	7	deemed	deem	VERB
ajote-6762	201	8	as	as	ADV
ajote-6762	201	9	difficult	difficult	ADJ
ajote-6762	201	10	based	base	VERB
ajote-6762	201	11	on	on	ADP
ajote-6762	201	12	the	the	DET
ajote-6762	201	13	established	establish	VERB
ajote-6762	201	14	range	range	NOUN
ajote-6762	201	15	of	of	ADP
ajote-6762	201	16	p	p	NOUN
ajote-6762	201	17	-	-	PUNCT
ajote-6762	201	18	values	value	NOUN
ajote-6762	201	19	considered	consider	VERB
ajote-6762	201	20	excellent	excellent	ADJ
ajote-6762	201	21	,	,	PUNCT
ajote-6762	201	22	that	that	PRON
ajote-6762	201	23	is	be	AUX
ajote-6762	201	24	40	40	NUM
ajote-6762	201	25	%	%	NOUN
ajote-6762	201	26	and	and	CCONJ
ajote-6762	201	27	60	60	NUM
ajote-6762	201	28	%	%	NOUN
ajote-6762	201	29	.	.	PUNCT
ajote-6762	202	1	item	item	NOUN
ajote-6762	202	2	15	15	NUM
ajote-6762	202	3	which	which	PRON
ajote-6762	202	4	was	be	AUX
ajote-6762	202	5	constructed	construct	VERB
ajote-6762	202	6	negatively	negatively	ADV
ajote-6762	202	7	recorded	record	VERB
ajote-6762	202	8	a	a	DET
ajote-6762	202	9	discrimination	discrimination	NOUN
ajote-6762	202	10	index	index	NOUN
ajote-6762	202	11	of	of	ADP
ajote-6762	202	12	-.02	-.02	PROPN
ajote-6762	202	13	.	.	PUNCT
ajote-6762	203	1	a	a	DET
ajote-6762	203	2	negative	negative	ADJ
ajote-6762	203	3	value	value	NOUN
ajote-6762	203	4	indicates	indicate	VERB
ajote-6762	203	5	an	an	DET
ajote-6762	203	6	inverse	inverse	NOUN
ajote-6762	203	7	relationship	relationship	NOUN
ajote-6762	203	8	between	between	ADP
ajote-6762	203	9	the	the	DET
ajote-6762	203	10	item	item	NOUN
ajote-6762	203	11	and	and	CCONJ
ajote-6762	203	12	test	test	NOUN
ajote-6762	203	13	performance	performance	NOUN
ajote-6762	203	14	.	.	PUNCT
ajote-6762	204	1	a	a	DET
ajote-6762	204	2	total	total	NOUN
ajote-6762	204	3	of	of	ADP
ajote-6762	204	4	55	55	NUM
ajote-6762	204	5	students	student	NOUN
ajote-6762	204	6	got	get	VERB
ajote-6762	204	7	the	the	DET
ajote-6762	204	8	item	item	NOUN
ajote-6762	204	9	wrong	wrong	ADJ
ajote-6762	204	10	.	.	PUNCT
ajote-6762	205	1	this	this	PRON
ajote-6762	205	2	makes	make	VERB
ajote-6762	205	3	the	the	DET
ajote-6762	205	4	item	item	NOUN
ajote-6762	205	5	difficult	difficult	ADJ
ajote-6762	205	6	.	.	PUNCT
ajote-6762	206	1	this	this	DET
ajote-6762	206	2	study	study	NOUN
ajote-6762	206	3	is	be	AUX
ajote-6762	206	4	not	not	PART
ajote-6762	206	5	consistent	consistent	ADJ
ajote-6762	206	6	with	with	ADP
ajote-6762	206	7	harasym	harasym	NOUN
ajote-6762	206	8	,	,	PUNCT
ajote-6762	206	9	price	price	NOUN
ajote-6762	206	10	,	,	PUNCT
ajote-6762	206	11	brant	brant	NOUN
ajote-6762	206	12	,	,	PUNCT
ajote-6762	206	13	violato	violato	NOUN
ajote-6762	206	14	and	and	CCONJ
ajote-6762	206	15	lorscheider	lorscheider	NOUN
ajote-6762	206	16	(	(	PUNCT
ajote-6762	206	17	1992	1992	NUM
ajote-6762	206	18	)	)	PUNCT
ajote-6762	206	19	,	,	PUNCT
ajote-6762	206	20	who	who	PRON
ajote-6762	206	21	posited	posit	VERB
ajote-6762	206	22	that	that	SCONJ
ajote-6762	206	23	negatively	negatively	ADV
ajote-6762	206	24	couched	couch	VERB
ajote-6762	206	25	items	item	NOUN
ajote-6762	206	26	stems	stem	NOUN
ajote-6762	206	27	were	be	AUX
ajote-6762	206	28	less	less	ADV
ajote-6762	206	29	difficult	difficult	ADJ
ajote-6762	206	30	.	.	PUNCT
ajote-6762	207	1	the	the	DET
ajote-6762	207	2	seven	seven	NUM
ajote-6762	207	3	negatively	negatively	ADV
ajote-6762	207	4	worded	word	VERB
ajote-6762	207	5	items	item	NOUN
ajote-6762	207	6	in	in	ADP
ajote-6762	207	7	this	this	DET
ajote-6762	207	8	study	study	NOUN
ajote-6762	207	9	recorded	record	VERB
ajote-6762	207	10	low	low	ADJ
ajote-6762	207	11	discriminatory	discriminatory	ADJ
ajote-6762	207	12	indices	index	NOUN
ajote-6762	207	13	.	.	PUNCT
ajote-6762	208	1	these	these	DET
ajote-6762	208	2	items	item	NOUN
ajote-6762	208	3	were	be	AUX
ajote-6762	208	4	confusing	confusing	ADJ
ajote-6762	208	5	for	for	ADP
ajote-6762	208	6	the	the	DET
ajote-6762	208	7	higher	high	ADJ
ajote-6762	208	8	achievers	achiever	NOUN
ajote-6762	208	9	but	but	CCONJ
ajote-6762	208	10	rather	rather	ADV
ajote-6762	208	11	favoured	favour	VERB
ajote-6762	208	12	the	the	DET
ajote-6762	208	13	lower	low	ADJ
ajote-6762	208	14	achievers	achiever	NOUN
ajote-6762	208	15	.	.	PUNCT
ajote-6762	209	1	a	a	DET
ajote-6762	209	2	survey	survey	NOUN
ajote-6762	209	3	of	of	ADP
ajote-6762	209	4	authors	author	NOUN
ajote-6762	209	5	’	'	PUNCT
ajote-6762	209	6	guidelines	guideline	NOUN
ajote-6762	209	7	on	on	ADP
ajote-6762	209	8	multiple	multiple	ADJ
ajote-6762	209	9	-	-	PUNCT
ajote-6762	209	10	choice	choice	NOUN
ajote-6762	209	11	items	item	NOUN
ajote-6762	209	12	showed	show	VERB
ajote-6762	209	13	that	that	SCONJ
ajote-6762	209	14	63	63	NUM
ajote-6762	209	15	%	%	NOUN
ajote-6762	209	16	are	be	AUX
ajote-6762	209	17	in	in	ADP
ajote-6762	209	18	favour	favour	NOUN
ajote-6762	209	19	of	of	ADP
ajote-6762	209	20	wording	word	VERB
ajote-6762	209	21	items	item	NOUN
ajote-6762	209	22	positively	positively	ADV
ajote-6762	209	23	,	,	PUNCT
ajote-6762	209	24	19	19	NUM
ajote-6762	209	25	%	%	NOUN
ajote-6762	209	26	were	be	AUX
ajote-6762	209	27	in	in	ADP
ajote-6762	209	28	support	support	NOUN
ajote-6762	209	29	of	of	ADP
ajote-6762	209	30	using	use	VERB
ajote-6762	209	31	negatively	negatively	ADV
ajote-6762	209	32	worded	word	VERB
ajote-6762	209	33	items	item	NOUN
ajote-6762	209	34	and	and	CCONJ
ajote-6762	209	35	19	19	NUM
ajote-6762	209	36	%	%	NOUN
ajote-6762	209	37	did	do	AUX
ajote-6762	209	38	not	not	PART
ajote-6762	209	39	discuss	discuss	VERB
ajote-6762	209	40	this	this	PRON
ajote-6762	209	41	(	(	PUNCT
ajote-6762	209	42	haladyna	haladyna	NOUN
ajote-6762	209	43	,	,	PUNCT
ajote-6762	209	44	downing	downing	NOUN
ajote-6762	209	45	and	and	CCONJ
ajote-6762	209	46	rodriguez	rodriguez	NOUN
ajote-6762	209	47	,	,	PUNCT
ajote-6762	209	48	2002	2002	NUM
ajote-6762	209	49	)	)	PUNCT
ajote-6762	209	50	.	.	PUNCT
ajote-6762	210	1	dudycha	dudycha	PROPN
ajote-6762	210	2	and	and	CCONJ
ajote-6762	210	3	carpenter	carpenter	NOUN
ajote-6762	210	4	(	(	PUNCT
ajote-6762	210	5	1973	1973	NUM
ajote-6762	210	6	)	)	PUNCT
ajote-6762	210	7	speculated	speculate	VERB
ajote-6762	210	8	that	that	SCONJ
ajote-6762	210	9	a	a	DET
ajote-6762	210	10	negative	negative	ADJ
ajote-6762	210	11	orientation	orientation	NOUN
ajote-6762	210	12	in	in	ADP
ajote-6762	210	13	the	the	DET
ajote-6762	210	14	stem	stem	NOUN
ajote-6762	210	15	makes	make	VERB
ajote-6762	210	16	the	the	DET
ajote-6762	210	17	item	item	NOUN
ajote-6762	210	18	more	more	ADV
ajote-6762	210	19	difficult	difficult	ADJ
ajote-6762	210	20	because	because	SCONJ
ajote-6762	210	21	this	this	PRON
ajote-6762	210	22	requires	require	VERB
ajote-6762	210	23	a	a	DET
ajote-6762	210	24	negative	negative	ADJ
ajote-6762	210	25	-	-	PUNCT
ajote-6762	210	26	to	to	ADP
ajote-6762	210	27	-	-	PUNCT
ajote-6762	210	28	positive	positive	ADJ
ajote-6762	210	29	shift	shift	NOUN
ajote-6762	210	30	ato	ato	PROPN
ajote-6762	210	31	kwamina	kwamina	PROPN
ajote-6762	210	32	arhin	arhin	PROPN
ajote-6762	210	33	,	,	PUNCT
ajote-6762	210	34	jonathan	jonathan	PROPN
ajote-6762	210	35	essuman	essuman	PROPN
ajote-6762	210	36	,	,	PUNCT
ajote-6762	210	37	&	&	CCONJ
ajote-6762	210	38	ekua	ekua	PROPN
ajote-6762	210	39	arhin	arhin	PROPN
ajote-6762	210	40	ajote	ajote	PROPN
ajote-6762	210	41	vol.10	vol.10	NOUN
ajote-6762	210	42	no	no	INTJ
ajote-6762	210	43	.	.	NOUN
ajote-6762	210	44	2	2	NUM
ajote-6762	210	45	(	(	PUNCT
ajote-6762	210	46	2021	2021	NUM
ajote-6762	210	47	)	)	PUNCT
ajote-6762	210	48	,	,	PUNCT
ajote-6762	210	49	121	121	NUM
ajote-6762	210	50	-	-	SYM
ajote-6762	210	51	143	143	NUM
ajote-6762	210	52	132	132	NUM
ajote-6762	210	53	in	in	ADP
ajote-6762	210	54	mental	mental	ADJ
ajote-6762	210	55	orientation	orientation	NOUN
ajote-6762	210	56	t	t	NOUN
ajote-6762	210	57	o	o	NOUN
ajote-6762	210	58	answer	answer	NOUN
ajote-6762	210	59	questions	question	NOUN
ajote-6762	210	60	.	.	PUNCT
ajote-6762	211	1	the	the	DET
ajote-6762	211	2	purpose	purpose	NOUN
ajote-6762	211	3	of	of	ADP
ajote-6762	211	4	mcis	mcis	PROPN
ajote-6762	211	5	is	be	AUX
ajote-6762	211	6	to	to	PART
ajote-6762	211	7	measure	measure	VERB
ajote-6762	211	8	the	the	DET
ajote-6762	211	9	achievement	achievement	NOUN
ajote-6762	211	10	of	of	ADP
ajote-6762	211	11	learning	learn	VERB
ajote-6762	211	12	objectives	objective	NOUN
ajote-6762	211	13	thus	thus	ADV
ajote-6762	211	14	to	to	PART
ajote-6762	211	15	achieve	achieve	VERB
ajote-6762	211	16	instructional	instructional	ADJ
ajote-6762	211	17	validity	validity	NOUN
ajote-6762	211	18	,	,	PUNCT
ajote-6762	211	19	a	a	DET
ajote-6762	211	20	teacher	teacher	NOUN
ajote-6762	211	21	must	must	AUX
ajote-6762	211	22	test	test	VERB
ajote-6762	211	23	what	what	PRON
ajote-6762	211	24	has	have	AUX
ajote-6762	211	25	been	be	AUX
ajote-6762	211	26	taught	teach	VERB
ajote-6762	211	27	and	and	CCONJ
ajote-6762	211	28	since	since	SCONJ
ajote-6762	211	29	most	most	ADJ
ajote-6762	211	30	learning	learn	VERB
ajote-6762	211	31	objectives	objective	NOUN
ajote-6762	211	32	are	be	AUX
ajote-6762	211	33	not	not	PART
ajote-6762	211	34	stated	state	VERB
ajote-6762	211	35	negatively	negatively	ADV
ajote-6762	211	36	,	,	PUNCT
ajote-6762	211	37	it	it	PRON
ajote-6762	211	38	means	mean	VERB
ajote-6762	211	39	that	that	SCONJ
ajote-6762	211	40	writing	write	VERB
ajote-6762	211	41	items	item	NOUN
ajote-6762	211	42	in	in	ADP
ajote-6762	211	43	the	the	DET
ajote-6762	211	44	negative	negative	ADJ
ajote-6762	211	45	will	will	AUX
ajote-6762	211	46	not	not	PART
ajote-6762	211	47	help	help	VERB
ajote-6762	211	48	the	the	DET
ajote-6762	211	49	teacher	teacher	NOUN
ajote-6762	211	50	to	to	PART
ajote-6762	211	51	test	test	NOUN
ajote-6762	211	52	students	student	NOUN
ajote-6762	211	53	’	'	PUNCT
ajote-6762	211	54	knowledge	knowledge	NOUN
ajote-6762	211	55	on	on	ADP
ajote-6762	211	56	what	what	PRON
ajote-6762	211	57	has	have	AUX
ajote-6762	211	58	been	be	AUX
ajote-6762	211	59	taught	teach	VERB
ajote-6762	211	60	.	.	PUNCT
ajote-6762	212	1	negatively	negatively	ADV
ajote-6762	212	2	worded	word	VERB
ajote-6762	212	3	stems	stem	NOUN
ajote-6762	212	4	should	should	AUX
ajote-6762	212	5	only	only	ADV
ajote-6762	212	6	be	be	AUX
ajote-6762	212	7	used	use	VERB
ajote-6762	212	8	when	when	SCONJ
ajote-6762	212	9	a	a	DET
ajote-6762	212	10	student	student	NOUN
ajote-6762	212	11	knows	know	VERB
ajote-6762	212	12	what	what	PRON
ajote-6762	212	13	to	to	PART
ajote-6762	212	14	avoid	avoid	VERB
ajote-6762	212	15	or	or	CCONJ
ajote-6762	212	16	what	what	PRON
ajote-6762	212	17	is	be	AUX
ajote-6762	212	18	not	not	PART
ajote-6762	212	19	the	the	DET
ajote-6762	212	20	case	case	NOUN
ajote-6762	212	21	.	.	PUNCT
ajote-6762	213	1	most	most	ADV
ajote-6762	213	2	often	often	ADV
ajote-6762	213	3	,	,	PUNCT
ajote-6762	213	4	students	student	NOUN
ajote-6762	213	5	l	l	PROPN
ajote-6762	213	6	ea	ea	X
ajote-6762	213	7	rn	rn	PROPN
ajote-6762	213	8	what	what	PRON
ajote-6762	213	9	to	to	PART
ajote-6762	213	10	do	do	VERB
ajote-6762	213	11	and	and	CCONJ
ajote-6762	213	12	what	what	PRON
ajote-6762	213	13	is	be	AUX
ajote-6762	213	14	the	the	DET
ajote-6762	213	15	case	case	NOUN
ajote-6762	213	16	,	,	PUNCT
ajote-6762	213	17	and	and	CCONJ
ajote-6762	213	18	thus	thus	ADV
ajote-6762	213	19	item	item	NOUN
ajote-6762	213	20	stems	stem	NOUN
ajote-6762	213	21	should	should	AUX
ajote-6762	213	22	be	be	AUX
ajote-6762	213	23	positively	positively	ADV
ajote-6762	213	24	worded	word	VERB
ajote-6762	213	25	(	(	PUNCT
ajote-6762	213	26	harasym	harasym	NOUN
ajote-6762	213	27	,	,	PUNCT
ajote-6762	213	28	price	price	NOUN
ajote-6762	213	29	,	,	PUNCT
ajote-6762	213	30	brant	brant	NOUN
ajote-6762	213	31	,	,	PUNCT
ajote-6762	213	32	violato	violato	NOUN
ajote-6762	213	33	&	&	CCONJ
ajote-6762	213	34	lorscheider	lorscheider	PROPN
ajote-6762	213	35	,	,	PUNCT
ajote-6762	213	36	1992	1992	NUM
ajote-6762	213	37	)	)	PUNCT
ajote-6762	213	38	.	.	PUNCT
ajote-6762	214	1	a	a	DET
ajote-6762	214	2	student	student	NOUN
ajote-6762	214	3	who	who	PRON
ajote-6762	214	4	reads	read	VERB
ajote-6762	214	5	very	very	ADV
ajote-6762	214	6	fast	fast	ADV
ajote-6762	214	7	may	may	AUX
ajote-6762	214	8	miss	miss	VERB
ajote-6762	214	9	the	the	DET
ajote-6762	214	10	‘	'	PUNCT
ajote-6762	214	11	not	not	PART
ajote-6762	214	12	’	'	PUNCT
ajote-6762	214	13	keyword	keyword	NOUN
ajote-6762	214	14	and	and	CCONJ
ajote-6762	214	15	,	,	PUNCT
ajote-6762	214	16	consequently	consequently	ADV
ajote-6762	214	17	,	,	PUNCT
ajote-6762	214	18	the	the	DET
ajote-6762	214	19	entire	entire	ADJ
ajote-6762	214	20	meaning	meaning	NOUN
ajote-6762	214	21	of	of	ADP
ajote-6762	214	22	the	the	DET
ajote-6762	214	23	question	question	NOUN
ajote-6762	214	24	.	.	PUNCT
ajote-6762	215	1	however	however	ADV
ajote-6762	215	2	,	,	PUNCT
ajote-6762	215	3	negatively	negatively	ADV
ajote-6762	215	4	couched	couch	VERB
ajote-6762	215	5	items	item	NOUN
ajote-6762	215	6	are	be	AUX
ajote-6762	215	7	useful	useful	ADJ
ajote-6762	215	8	when	when	SCONJ
ajote-6762	215	9	necessary	necessary	ADJ
ajote-6762	215	10	to	to	PART
ajote-6762	215	11	measure	measure	VERB
ajote-6762	215	12	an	an	DET
ajote-6762	215	13	appropriate	appropriate	ADJ
ajote-6762	215	14	objective	objective	NOUN
ajote-6762	215	15	(	(	PUNCT
ajote-6762	215	16	e.g.	e.g.	ADV
ajote-6762	215	17	,	,	PUNCT
ajote-6762	215	18	what	what	PRON
ajote-6762	215	19	is	be	AUX
ajote-6762	215	20	not	not	PART
ajote-6762	215	21	correct	correct	ADJ
ajote-6762	215	22	)	)	PUNCT
ajote-6762	215	23	and	and	CCONJ
ajote-6762	215	24	with	with	ADP
ajote-6762	215	25	negative	negative	ADJ
ajote-6762	215	26	words	word	NOUN
ajote-6762	215	27	(	(	PUNCT
ajote-6762	215	28	at	at	ADP
ajote-6762	215	29	least	least	ADJ
ajote-6762	215	30	,	,	PUNCT
ajote-6762	215	31	except	except	SCONJ
ajote-6762	215	32	and	and	CCONJ
ajote-6762	215	33	not	not	PART
ajote-6762	215	34	)	)	PUNCT
ajote-6762	215	35	are	be	AUX
ajote-6762	215	36	underlined	underline	VERB
ajote-6762	215	37	,	,	PUNCT
ajote-6762	215	38	highlighted	highlight	VERB
ajote-6762	215	39	,	,	PUNCT
ajote-6762	215	40	boldface	boldface	NOUN
ajote-6762	215	41	,	,	PUNCT
ajote-6762	215	42	italicized	italicize	VERB
ajote-6762	215	43	and	and	CCONJ
ajote-6762	215	44	capitalized	capitalize	VERB
ajote-6762	215	45	to	to	PART
ajote-6762	215	46	caution	caution	VERB
ajote-6762	215	47	the	the	DET
ajote-6762	215	48	individual	individual	NOUN
ajote-6762	215	49	taking	take	VERB
ajote-6762	215	50	the	the	DET
ajote-6762	215	51	test	test	NOUN
ajote-6762	215	52	.	.	PUNCT
ajote-6762	216	1	it	it	PRON
ajote-6762	216	2	is	be	AUX
ajote-6762	216	3	also	also	ADV
ajote-6762	216	4	important	important	ADJ
ajote-6762	216	5	to	to	PART
ajote-6762	216	6	word	word	VERB
ajote-6762	216	7	each	each	DET
ajote-6762	216	8	option	option	NOUN
ajote-6762	216	9	positively	positively	ADV
ajote-6762	216	10	to	to	PART
ajote-6762	216	11	avoid	avoid	VERB
ajote-6762	216	12	forming	form	VERB
ajote-6762	216	13	double	double	ADJ
ajote-6762	216	14	negative	negative	ADJ
ajote-6762	216	15	with	with	ADP
ajote-6762	216	16	the	the	DET
ajote-6762	216	17	stem	stem	NOUN
ajote-6762	216	18	.	.	PUNCT
ajote-6762	217	1	there	there	PRON
ajote-6762	217	2	are	be	VERB
ajote-6762	217	3	some	some	DET
ajote-6762	217	4	legitimate	legitimate	ADJ
ajote-6762	217	5	uses	use	NOUN
ajote-6762	217	6	of	of	ADP
ajote-6762	217	7	negative	negative	ADJ
ajote-6762	217	8	terms	term	NOUN
ajote-6762	217	9	,	,	PUNCT
ajote-6762	217	10	such	such	ADJ
ajote-6762	217	11	as	as	ADP
ajote-6762	217	12	the	the	DET
ajote-6762	217	13	case	case	NOUN
ajote-6762	217	14	of	of	ADP
ajote-6762	217	15	medications	medication	NOUN
ajote-6762	217	16	or	or	CCONJ
ajote-6762	217	17	procedures	procedure	NOUN
ajote-6762	217	18	that	that	PRON
ajote-6762	217	19	are	be	AUX
ajote-6762	217	20	contraindicated	contraindicate	VERB
ajote-6762	217	21	;	;	PUNCT
ajote-6762	217	22	this	this	DET
ajote-6762	217	23	use	use	NOUN
ajote-6762	217	24	may	may	AUX
ajote-6762	217	25	be	be	AUX
ajote-6762	217	26	legitimate	legitimate	ADJ
ajote-6762	217	27	in	in	SCONJ
ajote-6762	217	28	that	that	SCONJ
ajote-6762	217	29	“	"	PUNCT
ajote-6762	217	30	contraindication	contraindication	PROPN
ajote-6762	217	31	”	"	PUNCT
ajote-6762	217	32	is	be	AUX
ajote-6762	217	33	a	a	DET
ajote-6762	217	34	straightforward	straightforward	ADJ
ajote-6762	217	35	concept	concept	NOUN
ajote-6762	217	36	in	in	ADP
ajote-6762	217	37	health	health	NOUN
ajote-6762	217	38	care	care	NOUN
ajote-6762	217	39	domains	domain	NOUN
ajote-6762	217	40	.	.	PUNCT
ajote-6762	218	1	q.	q.	PROPN
ajote-6762	218	2	15	15	NUM
ajote-6762	218	3	which	which	PRON
ajote-6762	218	4	of	of	ADP
ajote-6762	218	5	the	the	DET
ajote-6762	218	6	following	follow	VERB
ajote-6762	218	7	is	be	AUX
ajote-6762	218	8	not	not	PART
ajote-6762	218	9	a	a	DET
ajote-6762	218	10	feature	feature	NOUN
ajote-6762	218	11	of	of	ADP
ajote-6762	218	12	a	a	DET
ajote-6762	218	13	good	good	ADJ
ajote-6762	218	14	note	note	NOUN
ajote-6762	218	15	?	?	PUNCT
ajote-6762	219	1	a.	a.	PROPN
ajote-6762	219	2	descriptive	descriptive	PROPN
ajote-6762	219	3	b.	b.	PROPN
ajote-6762	219	4	readable	readable	ADJ
ajote-6762	219	5	c.	c.	PROPN
ajote-6762	219	6	reflects	reflect	VERB
ajote-6762	219	7	the	the	DET
ajote-6762	219	8	source	source	NOUN
ajote-6762	219	9	d.	d.	PROPN
ajote-6762	219	10	understandable	understandable	ADJ
ajote-6762	219	11	the	the	DET
ajote-6762	219	12	key	key	NOUN
ajote-6762	219	13	is	be	AUX
ajote-6762	219	14	a	a	DET
ajote-6762	219	15	options	option	NOUN
ajote-6762	219	16	arranged	arrange	VERB
ajote-6762	219	17	in	in	ADP
ajote-6762	219	18	order	order	NOUN
ajote-6762	219	19	(	(	PUNCT
ajote-6762	219	20	alphabetical	alphabetical	ADJ
ajote-6762	219	21	or	or	CCONJ
ajote-6762	219	22	sequential	sequential	ADJ
ajote-6762	219	23	)	)	PUNCT
ajote-6762	219	24	one	one	NUM
ajote-6762	219	25	of	of	ADP
ajote-6762	219	26	the	the	DET
ajote-6762	219	27	most	most	ADV
ajote-6762	219	28	ignored	ignore	VERB
ajote-6762	219	29	multiple	multiple	ADJ
ajote-6762	219	30	-	-	PUNCT
ajote-6762	219	31	choice	choice	NOUN
ajote-6762	219	32	item	item	NOUN
ajote-6762	219	33	writing	write	VERB
ajote-6762	219	34	guidelines	guideline	NOUN
ajote-6762	219	35	is	be	AUX
ajote-6762	219	36	to	to	PART
ajote-6762	219	37	arrange	arrange	VERB
ajote-6762	219	38	options	option	NOUN
ajote-6762	219	39	in	in	ADP
ajote-6762	219	40	alphabetical	alphabetical	ADJ
ajote-6762	219	41	,	,	PUNCT
ajote-6762	219	42	chronological	chronological	ADJ
ajote-6762	219	43	,	,	PUNCT
ajote-6762	219	44	or	or	CCONJ
ajote-6762	219	45	conceptual	conceptual	ADJ
ajote-6762	219	46	order	order	NOUN
ajote-6762	219	47	.	.	PUNCT
ajote-6762	220	1	the	the	DET
ajote-6762	220	2	purpose	purpose	NOUN
ajote-6762	220	3	of	of	ADP
ajote-6762	220	4	this	this	DET
ajote-6762	220	5	guideline	guideline	NOUN
ajote-6762	220	6	is	be	AUX
ajote-6762	220	7	for	for	ADP
ajote-6762	220	8	easy	easy	ADJ
ajote-6762	220	9	reading	reading	NOUN
ajote-6762	220	10	and	and	CCONJ
ajote-6762	220	11	to	to	PART
ajote-6762	220	12	make	make	VERB
ajote-6762	220	13	options	option	NOUN
ajote-6762	220	14	appear	appear	VERB
ajote-6762	220	15	attractive	attractive	ADJ
ajote-6762	220	16	to	to	ADP
ajote-6762	220	17	the	the	DET
ajote-6762	220	18	test	test	NOUN
ajote-6762	220	19	taker	taker	NOUN
ajote-6762	220	20	.	.	PUNCT
ajote-6762	221	1	options	option	NOUN
ajote-6762	221	2	can	can	AUX
ajote-6762	221	3	be	be	AUX
ajote-6762	221	4	arranged	arrange	VERB
ajote-6762	221	5	in	in	ADP
ajote-6762	221	6	either	either	CCONJ
ajote-6762	221	7	ascending	ascend	VERB
ajote-6762	221	8	or	or	CCONJ
ajote-6762	221	9	descending	descend	VERB
ajote-6762	221	10	order	order	NOUN
ajote-6762	221	11	.	.	PUNCT
ajote-6762	222	1	it	it	PRON
ajote-6762	222	2	becomes	become	VERB
ajote-6762	222	3	difficult	difficult	ADJ
ajote-6762	222	4	to	to	PART
ajote-6762	222	5	observe	observe	VERB
ajote-6762	222	6	this	this	DET
ajote-6762	222	7	guideline	guideline	NOUN
ajote-6762	222	8	especially	especially	ADV
ajote-6762	222	9	,	,	PUNCT
ajote-6762	222	10	for	for	ADP
ajote-6762	222	11	novice	novice	NOUN
ajote-6762	222	12	teachers	teacher	NOUN
ajote-6762	222	13	when	when	SCONJ
ajote-6762	222	14	the	the	DET
ajote-6762	222	15	options	option	NOUN
ajote-6762	222	16	are	be	AUX
ajote-6762	222	17	in	in	ADP
ajote-6762	222	18	sentences	sentence	NOUN
ajote-6762	222	19	.	.	PUNCT
ajote-6762	223	1	also	also	ADV
ajote-6762	223	2	,	,	PUNCT
ajote-6762	223	3	it	it	PRON
ajote-6762	223	4	is	be	AUX
ajote-6762	223	5	not	not	PART
ajote-6762	223	6	easy	easy	ADJ
ajote-6762	223	7	to	to	PART
ajote-6762	223	8	obey	obey	VERB
ajote-6762	223	9	this	this	PRON
ajote-6762	223	10	,	,	PUNCT
ajote-6762	223	11	because	because	SCONJ
ajote-6762	223	12	analysis	analysis	NOUN
ajote-6762	223	13	of	of	ADP
ajote-6762	223	14	item	item	NOUN
ajote-6762	223	15	writing	write	VERB
ajote-6762	223	16	flaws	flaw	NOUN
ajote-6762	223	17	in	in	ADP
ajote-6762	223	18	a	a	DET
ajote-6762	223	19	communications	communication	NOUN
ajote-6762	223	20	skills	skill	NOUN
ajote-6762	223	21	test	test	NOUN
ajote-6762	223	22	in	in	ADP
ajote-6762	223	23	a	a	DET
ajote-6762	223	24	ghanaian	ghanaian	ADJ
ajote-6762	223	25	university	university	NOUN
ajote-6762	223	26	ajote	ajote	NOUN
ajote-6762	223	27	vol.10	vol.10	NOUN
ajote-6762	223	28	no	no	INTJ
ajote-6762	223	29	.	.	NOUN
ajote-6762	223	30	2	2	NUM
ajote-6762	223	31	(	(	PUNCT
ajote-6762	223	32	2021	2021	NUM
ajote-6762	223	33	)	)	PUNCT
ajote-6762	223	34	,	,	PUNCT
ajote-6762	223	35	121	121	NUM
ajote-6762	223	36	-	-	SYM
ajote-6762	223	37	143	143	NUM
ajote-6762	223	38	133	133	NUM
ajote-6762	223	39	observing	observe	VERB
ajote-6762	223	40	this	this	DET
ajote-6762	223	41	guideline	guideline	NOUN
ajote-6762	223	42	could	could	AUX
ajote-6762	223	43	create	create	VERB
ajote-6762	223	44	a	a	DET
ajote-6762	223	45	discernible	discernible	ADJ
ajote-6762	223	46	pattern	pattern	NOUN
ajote-6762	223	47	for	for	ADP
ajote-6762	223	48	the	the	DET
ajote-6762	223	49	correct	correct	ADJ
ajote-6762	223	50	options	option	NOUN
ajote-6762	223	51	on	on	ADP
ajote-6762	223	52	a	a	DET
ajote-6762	223	53	test	test	NOUN
ajote-6762	223	54	.	.	PUNCT
ajote-6762	224	1	in	in	ADP
ajote-6762	224	2	analysing	analyse	VERB
ajote-6762	224	3	these	these	DET
ajote-6762	224	4	two	two	NUM
ajote-6762	224	5	items	item	NOUN
ajote-6762	224	6	,	,	PUNCT
ajote-6762	224	7	it	it	PRON
ajote-6762	224	8	was	be	AUX
ajote-6762	224	9	valuable	valuable	ADJ
ajote-6762	224	10	to	to	PART
ajote-6762	224	11	look	look	VERB
ajote-6762	224	12	at	at	ADP
ajote-6762	224	13	the	the	DET
ajote-6762	224	14	discrimination	discrimination	NOUN
ajote-6762	224	15	index	index	NOUN
ajote-6762	224	16	(	(	PUNCT
ajote-6762	224	17	di	di	NOUN
ajote-6762	224	18	)	)	PUNCT
ajote-6762	224	19	and	and	CCONJ
ajote-6762	224	20	distractor	distractor	NOUN
ajote-6762	224	21	analysis	analysis	NOUN
ajote-6762	224	22	was	be	AUX
ajote-6762	224	23	important	important	ADJ
ajote-6762	224	24	.	.	PUNCT
ajote-6762	225	1	the	the	DET
ajote-6762	225	2	di	di	NOUN
ajote-6762	225	3	indicates	indicate	VERB
ajote-6762	225	4	the	the	DET
ajote-6762	225	5	relationship	relationship	NOUN
ajote-6762	225	6	between	between	ADP
ajote-6762	225	7	performance	performance	NOUN
ajote-6762	225	8	on	on	ADP
ajote-6762	225	9	an	an	DET
ajote-6762	225	10	individual	individual	ADJ
ajote-6762	225	11	item	item	NOUN
ajote-6762	225	12	and	and	CCONJ
ajote-6762	225	13	performance	performance	NOUN
ajote-6762	225	14	on	on	ADP
ajote-6762	225	15	the	the	DET
ajote-6762	225	16	overall	overall	ADJ
ajote-6762	225	17	test	test	NOUN
ajote-6762	225	18	.	.	PUNCT
ajote-6762	226	1	the	the	DET
ajote-6762	226	2	discrimination	discrimination	NOUN
ajote-6762	226	3	index	index	NOUN
ajote-6762	226	4	(	(	PUNCT
ajote-6762	226	5	di	di	NOUN
ajote-6762	226	6	)	)	PUNCT
ajote-6762	226	7	was	be	AUX
ajote-6762	226	8	.01	.01	NUM
ajote-6762	226	9	for	for	ADP
ajote-6762	226	10	item	item	NOUN
ajote-6762	226	11	q4	q4	PROPN
ajote-6762	226	12	.	.	PUNCT
ajote-6762	227	1	the	the	DET
ajote-6762	227	2	di	di	NOUN
ajote-6762	227	3	indicates	indicate	VERB
ajote-6762	227	4	that	that	SCONJ
ajote-6762	227	5	q4	q4	PROPN
ajote-6762	227	6	falls	fall	VERB
ajote-6762	227	7	below	below	ADP
ajote-6762	227	8	the	the	DET
ajote-6762	227	9	range	range	NOUN
ajote-6762	227	10	where	where	SCONJ
ajote-6762	227	11	the	the	DET
ajote-6762	227	12	items	item	NOUN
ajote-6762	227	13	are	be	AUX
ajote-6762	227	14	to	to	PART
ajote-6762	227	15	be	be	AUX
ajote-6762	227	16	rejected	reject	VERB
ajote-6762	227	17	or	or	CCONJ
ajote-6762	227	18	improved	improve	VERB
ajote-6762	227	19	.	.	PUNCT
ajote-6762	228	1	arranging	arrange	VERB
ajote-6762	228	2	options	option	NOUN
ajote-6762	228	3	in	in	ADP
ajote-6762	228	4	an	an	DET
ajote-6762	228	5	order	order	NOUN
ajote-6762	228	6	is	be	AUX
ajote-6762	228	7	not	not	PART
ajote-6762	228	8	considered	consider	VERB
ajote-6762	228	9	important	important	ADJ
ajote-6762	228	10	by	by	ADP
ajote-6762	228	11	most	most	ADJ
ajote-6762	228	12	class	class	NOUN
ajote-6762	228	13	teachers	teacher	NOUN
ajote-6762	228	14	when	when	SCONJ
ajote-6762	228	15	constructing	construct	VERB
ajote-6762	228	16	items	item	NOUN
ajote-6762	228	17	,	,	PUNCT
ajote-6762	228	18	but	but	CCONJ
ajote-6762	228	19	the	the	DET
ajote-6762	228	20	indices	index	NOUN
ajote-6762	228	21	obtained	obtain	VERB
ajote-6762	228	22	from	from	ADP
ajote-6762	228	23	this	this	DET
ajote-6762	228	24	study	study	NOUN
ajote-6762	228	25	shows	show	VERB
ajote-6762	228	26	that	that	SCONJ
ajote-6762	228	27	it	it	PRON
ajote-6762	228	28	must	must	AUX
ajote-6762	228	29	be	be	AUX
ajote-6762	228	30	considered	consider	VERB
ajote-6762	228	31	seriously	seriously	ADV
ajote-6762	228	32	.	.	PUNCT
ajote-6762	229	1	the	the	DET
ajote-6762	229	2	p	p	NOUN
ajote-6762	229	3	-	-	PUNCT
ajote-6762	229	4	value	value	NOUN
ajote-6762	229	5	for	for	ADP
ajote-6762	229	6	q4	q4	PROPN
ajote-6762	229	7	was	be	AUX
ajote-6762	229	8	.66	.66	NUM
ajote-6762	229	9	.	.	PUNCT
ajote-6762	230	1	an	an	DET
ajote-6762	230	2	example	example	NOUN
ajote-6762	230	3	of	of	ADP
ajote-6762	230	4	the	the	DET
ajote-6762	230	5	item	item	NOUN
ajote-6762	230	6	with	with	ADP
ajote-6762	230	7	options	option	NOUN
ajote-6762	230	8	not	not	PART
ajote-6762	230	9	arranged	arrange	VERB
ajote-6762	230	10	in	in	ADP
ajote-6762	230	11	alphabetical	alphabetical	ADJ
ajote-6762	230	12	order	order	NOUN
ajote-6762	230	13	is	be	AUX
ajote-6762	230	14	:	:	PUNCT
ajote-6762	230	15	q4	q4	PROPN
ajote-6762	230	16	.	.	PUNCT
ajote-6762	231	1	the	the	DET
ajote-6762	231	2	concluding	conclude	VERB
ajote-6762	231	3	paragraph	paragraph	NOUN
ajote-6762	231	4	has	have	VERB
ajote-6762	231	5	the	the	DET
ajote-6762	231	6	following	follow	VERB
ajote-6762	231	7	functions	function	NOUN
ajote-6762	231	8	except	except	SCONJ
ajote-6762	231	9	to	to	ADP
ajote-6762	231	10	……	……	NOUN
ajote-6762	231	11	..	..	PUNCT
ajote-6762	231	12	a.	a.	NOUN
ajote-6762	231	13	introduce	introduce	VERB
ajote-6762	231	14	new	new	ADJ
ajote-6762	231	15	research	research	NOUN
ajote-6762	231	16	idea	idea	NOUN
ajote-6762	231	17	b.	b.	PROPN
ajote-6762	231	18	refer	refer	VERB
ajote-6762	231	19	to	to	PART
ajote-6762	231	20	cause	cause	VERB
ajote-6762	231	21	or	or	CCONJ
ajote-6762	231	22	effect	effect	NOUN
ajote-6762	231	23	of	of	ADP
ajote-6762	231	24	issues	issue	NOUN
ajote-6762	231	25	c.	c.	NOUN
ajote-6762	231	26	summarize	summarize	VERB
ajote-6762	231	27	main	main	ADJ
ajote-6762	231	28	ideas	idea	NOUN
ajote-6762	231	29	d.	d.	PROPN
ajote-6762	231	30	suggest	suggest	VERB
ajote-6762	231	31	solutions	solution	NOUN
ajote-6762	231	32	to	to	PART
ajote-6762	231	33	issues	issue	NOUN
ajote-6762	231	34	the	the	DET
ajote-6762	231	35	key	key	NOUN
ajote-6762	231	36	is	be	AUX
ajote-6762	231	37	a	a	DET
ajote-6762	231	38	the	the	DET
ajote-6762	231	39	first	first	ADJ
ajote-6762	231	40	two	two	NUM
ajote-6762	231	41	options	option	NOUN
ajote-6762	231	42	were	be	AUX
ajote-6762	231	43	correctly	correctly	ADV
ajote-6762	231	44	ordered	order	VERB
ajote-6762	231	45	,	,	PUNCT
ajote-6762	231	46	but	but	CCONJ
ajote-6762	231	47	option	option	NOUN
ajote-6762	231	48	(	(	PUNCT
ajote-6762	231	49	d	d	X
ajote-6762	231	50	)	)	PUNCT
ajote-6762	231	51	should	should	AUX
ajote-6762	231	52	have	have	AUX
ajote-6762	231	53	come	come	VERB
ajote-6762	231	54	before	before	ADP
ajote-6762	231	55	option	option	NOUN
ajote-6762	231	56	(	(	PUNCT
ajote-6762	231	57	c	c	NOUN
ajote-6762	231	58	)	)	PUNCT
ajote-6762	231	59	.	.	PUNCT
ajote-6762	232	1	correlation	correlation	NOUN
ajote-6762	232	2	between	between	ADP
ajote-6762	232	3	the	the	DET
ajote-6762	232	4	difficulty	difficulty	NOUN
ajote-6762	232	5	index	index	NOUN
ajote-6762	232	6	and	and	CCONJ
ajote-6762	232	7	discrimination	discrimination	NOUN
ajote-6762	232	8	index	index	NOUN
ajote-6762	232	9	a	a	DET
ajote-6762	232	10	pearson	pearson	NOUN
ajote-6762	232	11	product	product	NOUN
ajote-6762	232	12	-	-	PUNCT
ajote-6762	232	13	moment	moment	NOUN
ajote-6762	232	14	correlation	correlation	NOUN
ajote-6762	232	15	coefficient	coefficient	NOUN
ajote-6762	232	16	was	be	AUX
ajote-6762	232	17	computed	compute	VERB
ajote-6762	232	18	to	to	PART
ajote-6762	232	19	assess	assess	VERB
ajote-6762	232	20	the	the	DET
ajote-6762	232	21	relationship	relationship	NOUN
ajote-6762	232	22	between	between	ADP
ajote-6762	232	23	the	the	DET
ajote-6762	232	24	facility	facility	NOUN
ajote-6762	232	25	and	and	CCONJ
ajote-6762	232	26	the	the	DET
ajote-6762	232	27	discrimination	discrimination	NOUN
ajote-6762	232	28	index	index	NOUN
ajote-6762	232	29	.	.	PUNCT
ajote-6762	233	1	there	there	PRON
ajote-6762	233	2	was	be	VERB
ajote-6762	233	3	a	a	DET
ajote-6762	233	4	positive	positive	ADJ
ajote-6762	233	5	correlation	correlation	NOUN
ajote-6762	233	6	between	between	ADP
ajote-6762	233	7	the	the	DET
ajote-6762	233	8	two	two	NUM
ajote-6762	233	9	variables	variable	NOUN
ajote-6762	233	10	,	,	PUNCT
ajote-6762	233	11	r	r	NOUN
ajote-6762	233	12	=	=	SYM
ajote-6762	233	13	0.162	0.162	NUM
ajote-6762	233	14	,	,	PUNCT
ajote-6762	233	15	n	n	NOUN
ajote-6762	233	16	=	=	NUM
ajote-6762	233	17	20	20	NUM
ajote-6762	233	18	,	,	PUNCT
ajote-6762	233	19	p	p	NOUN
ajote-6762	233	20	=	=	NOUN
ajote-6762	233	21	0.496	0.496	NUM
ajote-6762	233	22	.	.	PUNCT
ajote-6762	234	1	the	the	DET
ajote-6762	234	2	maximal	maximal	ADJ
ajote-6762	234	3	discrimination	discrimination	NOUN
ajote-6762	234	4	(	(	PUNCT
ajote-6762	234	5	d	d	NOUN
ajote-6762	234	6	=	=	NOUN
ajote-6762	234	7	0.4	0.4	NUM
ajote-6762	234	8	)	)	PUNCT
ajote-6762	234	9	.	.	PUNCT
ajote-6762	235	1	a	a	DET
ajote-6762	235	2	scatter	scatter	NOUN
ajote-6762	235	3	plot	plot	NOUN
ajote-6762	235	4	(	(	PUNCT
ajote-6762	235	5	figure	figure	NOUN
ajote-6762	235	6	1	1	NUM
ajote-6762	235	7	)	)	PUNCT
ajote-6762	235	8	represents	represent	VERB
ajote-6762	235	9	the	the	DET
ajote-6762	235	10	relationship	relationship	NOUN
ajote-6762	235	11	between	between	ADP
ajote-6762	235	12	the	the	DET
ajote-6762	235	13	difficulty	difficulty	NOUN
ajote-6762	235	14	index	index	NOUN
ajote-6762	235	15	(	(	PUNCT
ajote-6762	235	16	p	p	NOUN
ajote-6762	235	17	)	)	PUNCT
ajote-6762	235	18	and	and	CCONJ
ajote-6762	235	19	discrimination	discrimination	NOUN
ajote-6762	235	20	index	index	NOUN
ajote-6762	235	21	(	(	PUNCT
ajote-6762	235	22	d	d	NOUN
ajote-6762	235	23	)	)	PUNCT
ajote-6762	235	24	of	of	ADP
ajote-6762	235	25	20	20	NUM
ajote-6762	235	26	mc	mc	NOUN
ajote-6762	235	27	items	item	NOUN
ajote-6762	235	28	.	.	PUNCT
ajote-6762	236	1	the	the	DET
ajote-6762	236	2	plot	plot	NOUN
ajote-6762	236	3	is	be	AUX
ajote-6762	236	4	not	not	PART
ajote-6762	236	5	linear	linear	ADJ
ajote-6762	236	6	,	,	PUNCT
ajote-6762	236	7	rather	rather	ADV
ajote-6762	236	8	very	very	ADV
ajote-6762	236	9	scattered	scatter	VERB
ajote-6762	236	10	in	in	ADP
ajote-6762	236	11	shape	shape	NOUN
ajote-6762	236	12	which	which	PRON
ajote-6762	236	13	indicates	indicate	VERB
ajote-6762	236	14	a	a	DET
ajote-6762	236	15	weak	weak	ADJ
ajote-6762	236	16	relationship	relationship	NOUN
ajote-6762	236	17	between	between	ADP
ajote-6762	236	18	the	the	DET
ajote-6762	236	19	difficulty	difficulty	NOUN
ajote-6762	236	20	index	index	NOUN
ajote-6762	236	21	and	and	CCONJ
ajote-6762	236	22	discrimination	discrimination	NOUN
ajote-6762	236	23	index	index	NOUN
ajote-6762	236	24	.	.	PUNCT
ajote-6762	237	1	increasing	increase	VERB
ajote-6762	237	2	difficulty	difficulty	NOUN
ajote-6762	237	3	indices	index	NOUN
ajote-6762	237	4	do	do	AUX
ajote-6762	237	5	not	not	PART
ajote-6762	237	6	correlate	correlate	VERB
ajote-6762	237	7	with	with	ADP
ajote-6762	237	8	increases	increase	NOUN
ajote-6762	237	9	in	in	ADP
ajote-6762	237	10	the	the	DET
ajote-6762	237	11	discrimination	discrimination	NOUN
ajote-6762	237	12	index	index	NOUN
ajote-6762	237	13	.	.	PUNCT
ajote-6762	238	1	it	it	PRON
ajote-6762	238	2	is	be	AUX
ajote-6762	238	3	seen	see	VERB
ajote-6762	238	4	from	from	ADP
ajote-6762	238	5	the	the	DET
ajote-6762	238	6	scatter	scatter	NOUN
ajote-6762	238	7	plot	plot	NOUN
ajote-6762	238	8	that	that	SCONJ
ajote-6762	238	9	only	only	ADV
ajote-6762	238	10	three	three	NUM
ajote-6762	238	11	items	item	NOUN
ajote-6762	238	12	(	(	PUNCT
ajote-6762	238	13	15	15	NUM
ajote-6762	238	14	%	%	NOUN
ajote-6762	238	15	)	)	PUNCT
ajote-6762	238	16	recorded	record	VERB
ajote-6762	238	17	negative	negative	ADJ
ajote-6762	238	18	discrimination	discrimination	NOUN
ajote-6762	238	19	.	.	PUNCT
ajote-6762	239	1	ato	ato	PROPN
ajote-6762	239	2	kwamina	kwamina	PROPN
ajote-6762	239	3	arhin	arhin	PROPN
ajote-6762	239	4	,	,	PUNCT
ajote-6762	239	5	jonathan	jonathan	PROPN
ajote-6762	239	6	essuman	essuman	PROPN
ajote-6762	239	7	,	,	PUNCT
ajote-6762	239	8	&	&	CCONJ
ajote-6762	239	9	ekua	ekua	PROPN
ajote-6762	239	10	arhin	arhin	PROPN
ajote-6762	239	11	ajote	ajote	PROPN
ajote-6762	239	12	vol.10	vol.10	NOUN
ajote-6762	239	13	no	no	INTJ
ajote-6762	239	14	.	.	NOUN
ajote-6762	239	15	2	2	NUM
ajote-6762	239	16	(	(	PUNCT
ajote-6762	239	17	2021	2021	NUM
ajote-6762	239	18	)	)	PUNCT
ajote-6762	239	19	,	,	PUNCT
ajote-6762	239	20	121	121	NUM
ajote-6762	239	21	-	-	SYM
ajote-6762	239	22	143	143	NUM
ajote-6762	239	23	134	134	NUM
ajote-6762	239	24	table	table	NOUN
ajote-6762	239	25	1	1	NUM
ajote-6762	239	26	:	:	PUNCT
ajote-6762	239	27	correlation	correlation	NOUN
ajote-6762	239	28	between	between	ADP
ajote-6762	239	29	facility	facility	NOUN
ajote-6762	239	30	and	and	CCONJ
ajote-6762	239	31	discrimination	discrimination	NOUN
ajote-6762	239	32	index	index	NOUN
ajote-6762	239	33	discrimination	discrimination	NOUN
ajote-6762	239	34	index	index	NOUN
ajote-6762	239	35	facility	facility	NOUN
ajote-6762	239	36	discrimination	discrimination	NOUN
ajote-6762	239	37	index	index	NOUN
ajote-6762	239	38	pearson	pearson	NOUN
ajote-6762	239	39	correlation	correlation	NOUN
ajote-6762	239	40	sig	sig	NOUN
ajote-6762	239	41	(	(	PUNCT
ajote-6762	239	42	2	2	NUM
ajote-6762	239	43	-	-	PUNCT
ajote-6762	239	44	tailed	tailed	ADJ
ajote-6762	239	45	)	)	PUNCT
ajote-6762	239	46	n	n	CCONJ
ajote-6762	239	47	1	1	NUM
ajote-6762	239	48	20	20	NUM
ajote-6762	239	49	.162	.162	NUM
ajote-6762	239	50	.496	.496	NUM
ajote-6762	239	51	20	20	NUM
ajote-6762	239	52	facility	facility	NOUN
ajote-6762	239	53	pearson	pearson	NOUN
ajote-6762	239	54	correlation	correlation	NOUN
ajote-6762	239	55	sig	sig	NOUN
ajote-6762	239	56	(	(	PUNCT
ajote-6762	239	57	2	2	NUM
ajote-6762	239	58	-	-	PUNCT
ajote-6762	239	59	tailed	tailed	ADJ
ajote-6762	239	60	)	)	PUNCT
ajote-6762	239	61	n	n	CCONJ
ajote-6762	239	62	.162	.162	NUM
ajote-6762	239	63	.496	.496	NUM
ajote-6762	239	64	20	20	NUM
ajote-6762	239	65	1	1	NUM
ajote-6762	239	66	20	20	NUM
ajote-6762	239	67	recommendations	recommendation	NOUN
ajote-6762	239	68	for	for	ADP
ajote-6762	239	69	improvement	improvement	NOUN
ajote-6762	239	70	there	there	PRON
ajote-6762	239	71	are	be	VERB
ajote-6762	239	72	many	many	ADJ
ajote-6762	239	73	innovative	innovative	ADJ
ajote-6762	239	74	and	and	CCONJ
ajote-6762	239	75	easy	easy	ADJ
ajote-6762	239	76	ways	way	NOUN
ajote-6762	239	77	to	to	PART
ajote-6762	239	78	implement	implement	VERB
ajote-6762	239	79	strategies	strategy	NOUN
ajote-6762	239	80	that	that	PRON
ajote-6762	239	81	can	can	AUX
ajote-6762	239	82	help	help	VERB
ajote-6762	239	83	teachers	teacher	NOUN
ajote-6762	239	84	improve	improve	VERB
ajote-6762	239	85	their	their	PRON
ajote-6762	239	86	knowledge	knowledge	NOUN
ajote-6762	239	87	and	and	CCONJ
ajote-6762	239	88	skills	skill	NOUN
ajote-6762	239	89	in	in	ADP
ajote-6762	239	90	constructing	construct	VERB
ajote-6762	239	91	mcis	mcis	NOUN
ajote-6762	239	92	.	.	PUNCT
ajote-6762	240	1	for	for	ADP
ajote-6762	240	2	example	example	NOUN
ajote-6762	240	3	,	,	PUNCT
ajote-6762	240	4	team	team	NOUN
ajote-6762	240	5	item	item	NOUN
ajote-6762	240	6	writing	write	VERB
ajote-6762	240	7	by	by	ADP
ajote-6762	240	8	way	way	NOUN
ajote-6762	240	9	of	of	ADP
ajote-6762	240	10	leveraging	leverage	VERB
ajote-6762	240	11	the	the	DET
ajote-6762	240	12	expertise	expertise	NOUN
ajote-6762	240	13	of	of	ADP
ajote-6762	240	14	colleagues	colleague	NOUN
ajote-6762	240	15	and	and	CCONJ
ajote-6762	240	16	senior	senior	ADJ
ajote-6762	240	17	faculty	faculty	NOUN
ajote-6762	240	18	members	member	NOUN
ajote-6762	240	19	can	can	AUX
ajote-6762	240	20	help	help	VERB
ajote-6762	240	21	construct	construct	VERB
ajote-6762	240	22	well	well	ADV
ajote-6762	240	23	-	-	PUNCT
ajote-6762	240	24	composed	compose	VERB
ajote-6762	240	25	test	test	NOUN
ajote-6762	240	26	items	item	NOUN
ajote-6762	240	27	.	.	PUNCT
ajote-6762	241	1	new	new	ADJ
ajote-6762	241	2	faculty	faculty	NOUN
ajote-6762	241	3	must	must	AUX
ajote-6762	241	4	be	be	AUX
ajote-6762	241	5	oriented	orient	VERB
ajote-6762	241	6	toward	toward	ADP
ajote-6762	241	7	constructing	construct	VERB
ajote-6762	241	8	mcis	mcis	NOUN
ajote-6762	241	9	and	and	CCONJ
ajote-6762	241	10	be	be	AUX
ajote-6762	241	11	-0.20	-0.20	NUM
ajote-6762	241	12	-0.10	-0.10	NUM
ajote-6762	241	13	0.00	0.00	NUM
ajote-6762	241	14	0.10	0.10	NUM
ajote-6762	241	15	0.20	0.20	NUM
ajote-6762	241	16	0.30	0.30	NUM
ajote-6762	241	17	0.40	0.40	NUM
ajote-6762	241	18	0.50	0.50	NUM
ajote-6762	241	19	0.00	0.00	NUM
ajote-6762	241	20	10.00	10.00	NUM
ajote-6762	241	21	20.00	20.00	NUM
ajote-6762	241	22	30.00	30.00	NUM
ajote-6762	241	23	40.00	40.00	NUM
ajote-6762	241	24	50.00	50.00	NUM
ajote-6762	241	25	60.00	60.00	NUM
ajote-6762	241	26	70.00	70.00	NUM
ajote-6762	241	27	80.00	80.00	NUM
ajote-6762	241	28	90.00	90.00	NUM
ajote-6762	241	29	100.00	100.00	NUM
ajote-6762	241	30	correlation	correlation	NOUN
ajote-6762	241	31	between	between	ADP
ajote-6762	241	32	discrimination	discrimination	NOUN
ajote-6762	241	33	index	index	NOUN
ajote-6762	241	34	and	and	CCONJ
ajote-6762	241	35	facility	facility	NOUN
ajote-6762	241	36	d	d	NOUN
ajote-6762	241	37	is	be	AUX
ajote-6762	241	38	cr	cr	ADP
ajote-6762	241	39	i	i	PRON
ajote-6762	241	40	m	m	VERB
ajote-6762	241	41	in	in	ADP
ajote-6762	241	42	at	at	ADP
ajote-6762	241	43	io	io	PROPN
ajote-6762	241	44	n	n	ADP
ajote-6762	241	45	i	i	PRON
ajote-6762	242	1	n	n	PROPN
ajote-6762	242	2	d	d	X
ajote-6762	242	3	ex	ex	X
ajote-6762	242	4	facility	facility	NOUN
ajote-6762	242	5	/	/	SYM
ajote-6762	242	6	difficulty	difficulty	NOUN
ajote-6762	242	7	index	index	NOUN
ajote-6762	242	8	analysis	analysis	NOUN
ajote-6762	242	9	of	of	ADP
ajote-6762	242	10	item	item	NOUN
ajote-6762	242	11	writing	write	VERB
ajote-6762	242	12	flaws	flaw	NOUN
ajote-6762	242	13	in	in	ADP
ajote-6762	242	14	a	a	DET
ajote-6762	242	15	communications	communication	NOUN
ajote-6762	242	16	skills	skill	NOUN
ajote-6762	242	17	test	test	NOUN
ajote-6762	242	18	in	in	ADP
ajote-6762	242	19	a	a	DET
ajote-6762	242	20	ghanaian	ghanaian	ADJ
ajote-6762	242	21	university	university	NOUN
ajote-6762	242	22	ajote	ajote	NOUN
ajote-6762	242	23	vol.10	vol.10	NOUN
ajote-6762	242	24	no	no	INTJ
ajote-6762	242	25	.	.	NOUN
ajote-6762	242	26	2	2	NUM
ajote-6762	242	27	(	(	PUNCT
ajote-6762	242	28	2021	2021	NUM
ajote-6762	242	29	)	)	PUNCT
ajote-6762	242	30	,	,	PUNCT
ajote-6762	242	31	121	121	NUM
ajote-6762	242	32	-	-	SYM
ajote-6762	242	33	143	143	NUM
ajote-6762	242	34	135	135	NUM
ajote-6762	242	35	assigned	assign	VERB
ajote-6762	242	36	to	to	ADP
ajote-6762	242	37	experienced	experienced	ADJ
ajote-6762	242	38	hands	hand	NOUN
ajote-6762	242	39	.	.	PUNCT
ajote-6762	243	1	another	another	DET
ajote-6762	243	2	strategy	strategy	NOUN
ajote-6762	243	3	is	be	AUX
ajote-6762	243	4	'	'	PUNCT
ajote-6762	243	5	nudging	nudge	VERB
ajote-6762	243	6	'	'	PUNCT
ajote-6762	243	7	and	and	CCONJ
ajote-6762	243	8	'	'	PUNCT
ajote-6762	243	9	shoving	shove	VERB
ajote-6762	243	10	'	'	PUNCT
ajote-6762	243	11	where	where	SCONJ
ajote-6762	243	12	distractors	distractor	NOUN
ajote-6762	243	13	are	be	AUX
ajote-6762	243	14	easily	easily	ADV
ajote-6762	243	15	manipulated	manipulate	VERB
ajote-6762	243	16	to	to	PART
ajote-6762	243	17	alter	alter	VERB
ajote-6762	243	18	an	an	DET
ajote-6762	243	19	item	item	NOUN
ajote-6762	243	20	's	's	PART
ajote-6762	243	21	facility	facility	NOUN
ajote-6762	243	22	.	.	PUNCT
ajote-6762	244	1	according	accord	VERB
ajote-6762	244	2	to	to	ADP
ajote-6762	244	3	quaigrain	quaigrain	NOUN
ajote-6762	244	4	and	and	CCONJ
ajote-6762	244	5	arhin	arhin	NOUN
ajote-6762	244	6	(	(	PUNCT
ajote-6762	244	7	2017	2017	NUM
ajote-6762	244	8	)	)	PUNCT
ajote-6762	244	9	,	,	PUNCT
ajote-6762	244	10	the	the	DET
ajote-6762	244	11	appropriate	appropriate	ADJ
ajote-6762	244	12	quality	quality	NOUN
ajote-6762	244	13	of	of	ADP
ajote-6762	244	14	mci	mci	PROPN
ajote-6762	244	15	is	be	AUX
ajote-6762	244	16	based	base	VERB
ajote-6762	244	17	on	on	ADP
ajote-6762	244	18	the	the	DET
ajote-6762	244	19	presence	presence	NOUN
ajote-6762	244	20	of	of	ADP
ajote-6762	244	21	quality	quality	NOUN
ajote-6762	244	22	distractors	distractor	NOUN
ajote-6762	244	23	.	.	PUNCT
ajote-6762	245	1	this	this	DET
ajote-6762	245	2	assertion	assertion	NOUN
ajote-6762	245	3	collaborates	collaborate	VERB
ajote-6762	245	4	with	with	ADP
ajote-6762	245	5	the	the	DET
ajote-6762	245	6	suggestion	suggestion	NOUN
ajote-6762	245	7	of	of	ADP
ajote-6762	245	8	moving	move	VERB
ajote-6762	245	9	from	from	ADP
ajote-6762	245	10	the	the	DET
ajote-6762	245	11	traditional	traditional	ADJ
ajote-6762	245	12	four	four	NUM
ajote-6762	245	13	or	or	CCONJ
ajote-6762	245	14	five	five	NUM
ajote-6762	245	15	option	option	NOUN
ajote-6762	245	16	responses	response	NOUN
ajote-6762	245	17	to	to	ADP
ajote-6762	245	18	three	three	NUM
ajote-6762	245	19	options	option	NOUN
ajote-6762	245	20	because	because	SCONJ
ajote-6762	245	21	this	this	PRON
ajote-6762	245	22	will	will	AUX
ajote-6762	245	23	assuage	assuage	VERB
ajote-6762	245	24	the	the	DET
ajote-6762	245	25	challenges	challenge	NOUN
ajote-6762	245	26	of	of	ADP
ajote-6762	245	27	producing	produce	VERB
ajote-6762	245	28	more	more	ADJ
ajote-6762	245	29	than	than	ADP
ajote-6762	245	30	two	two	NUM
ajote-6762	245	31	plausible	plausible	ADJ
ajote-6762	245	32	distractors	distractor	NOUN
ajote-6762	245	33	without	without	ADP
ajote-6762	245	34	affecting	affect	VERB
ajote-6762	245	35	students	student	NOUN
ajote-6762	245	36	’	'	PUNCT
ajote-6762	245	37	performance	performance	NOUN
ajote-6762	245	38	.	.	PUNCT
ajote-6762	246	1	on	on	ADP
ajote-6762	246	2	the	the	DET
ajote-6762	246	3	other	other	ADJ
ajote-6762	246	4	hand	hand	NOUN
ajote-6762	246	5	,	,	PUNCT
ajote-6762	246	6	reducing	reduce	VERB
ajote-6762	246	7	the	the	DET
ajote-6762	246	8	number	number	NOUN
ajote-6762	246	9	of	of	ADP
ajote-6762	246	10	options	option	NOUN
ajote-6762	246	11	tends	tend	VERB
ajote-6762	246	12	to	to	PART
ajote-6762	246	13	increase	increase	VERB
ajote-6762	246	14	students	student	NOUN
ajote-6762	246	15	’	'	PUNCT
ajote-6762	246	16	chances	chance	NOUN
ajote-6762	246	17	of	of	ADP
ajote-6762	246	18	guessing	guess	VERB
ajote-6762	246	19	which	which	PRON
ajote-6762	246	20	is	be	AUX
ajote-6762	246	21	better	well	ADJ
ajote-6762	246	22	than	than	ADP
ajote-6762	246	23	padding	pad	VERB
ajote-6762	246	24	the	the	DET
ajote-6762	246	25	options	option	NOUN
ajote-6762	246	26	with	with	ADP
ajote-6762	246	27	non	non	ADJ
ajote-6762	246	28	-	-	ADJ
ajote-6762	246	29	functional	functional	ADJ
ajote-6762	246	30	distractors	distractor	NOUN
ajote-6762	246	31	.	.	PUNCT
ajote-6762	247	1	teachers	teacher	NOUN
ajote-6762	247	2	must	must	AUX
ajote-6762	247	3	understand	understand	VERB
ajote-6762	247	4	that	that	SCONJ
ajote-6762	247	5	crafting	craft	VERB
ajote-6762	247	6	multiple	multiple	ADJ
ajote-6762	247	7	-	-	PUNCT
ajote-6762	247	8	choice	choice	NOUN
ajote-6762	247	9	items	item	NOUN
ajote-6762	247	10	is	be	AUX
ajote-6762	247	11	both	both	PRON
ajote-6762	247	12	science	science	NOUN
ajote-6762	247	13	and	and	CCONJ
ajote-6762	247	14	art	art	NOUN
ajote-6762	247	15	.	.	PUNCT
ajote-6762	248	1	both	both	PRON
ajote-6762	248	2	science	science	NOUN
ajote-6762	248	3	and	and	CCONJ
ajote-6762	248	4	art	art	NOUN
ajote-6762	248	5	are	be	AUX
ajote-6762	248	6	to	to	PART
ajote-6762	248	7	be	be	AUX
ajote-6762	248	8	employed	employ	VERB
ajote-6762	248	9	fully	fully	ADV
ajote-6762	248	10	to	to	PART
ajote-6762	248	11	get	get	VERB
ajote-6762	248	12	efficient	efficient	ADJ
ajote-6762	248	13	items	item	NOUN
ajote-6762	248	14	that	that	PRON
ajote-6762	248	15	will	will	AUX
ajote-6762	248	16	produce	produce	VERB
ajote-6762	248	17	valid	valid	ADJ
ajote-6762	248	18	results	result	NOUN
ajote-6762	248	19	.	.	PUNCT
ajote-6762	249	1	test	test	NOUN
ajote-6762	249	2	items	item	NOUN
ajote-6762	249	3	must	must	AUX
ajote-6762	249	4	be	be	AUX
ajote-6762	249	5	solely	solely	ADV
ajote-6762	249	6	written	write	VERB
ajote-6762	249	7	based	base	VERB
ajote-6762	249	8	on	on	ADP
ajote-6762	249	9	learning	learn	VERB
ajote-6762	249	10	objectives	objective	NOUN
ajote-6762	249	11	so	so	SCONJ
ajote-6762	249	12	that	that	SCONJ
ajote-6762	249	13	the	the	DET
ajote-6762	249	14	teacher	teacher	NOUN
ajote-6762	249	15	will	will	AUX
ajote-6762	249	16	know	know	VERB
ajote-6762	249	17	what	what	PRON
ajote-6762	249	18	exactly	exactly	ADV
ajote-6762	249	19	each	each	DET
ajote-6762	249	20	item	item	NOUN
ajote-6762	249	21	measured	measure	VERB
ajote-6762	249	22	.	.	PUNCT
ajote-6762	250	1	this	this	PRON
ajote-6762	250	2	in	in	ADP
ajote-6762	250	3	a	a	DET
ajote-6762	250	4	way	way	NOUN
ajote-6762	250	5	will	will	AUX
ajote-6762	250	6	reduce	reduce	VERB
ajote-6762	250	7	the	the	DET
ajote-6762	250	8	flaws	flaw	NOUN
ajote-6762	250	9	in	in	ADP
ajote-6762	250	10	the	the	DET
ajote-6762	250	11	items	item	NOUN
ajote-6762	250	12	and	and	CCONJ
ajote-6762	250	13	will	will	AUX
ajote-6762	250	14	ensure	ensure	VERB
ajote-6762	250	15	instructional	instructional	ADJ
ajote-6762	250	16	validity	validity	NOUN
ajote-6762	250	17	.	.	PUNCT
ajote-6762	251	1	jozefowicz	jozefowicz	NOUN
ajote-6762	251	2	,	,	PUNCT
ajote-6762	251	3	koeppen	koeppen	ADJ
ajote-6762	251	4	,	,	PUNCT
ajote-6762	251	5	case	case	NOUN
ajote-6762	251	6	,	,	PUNCT
ajote-6762	251	7	galbraith	galbraith	PROPN
ajote-6762	251	8	,	,	PUNCT
ajote-6762	251	9	swanson	swanson	PROPN
ajote-6762	251	10	and	and	CCONJ
ajote-6762	251	11	glew	glew	PROPN
ajote-6762	251	12	(	(	PUNCT
ajote-6762	251	13	2002	2002	NUM
ajote-6762	251	14	)	)	PUNCT
ajote-6762	251	15	posit	posit	VERB
ajote-6762	251	16	that	that	SCONJ
ajote-6762	251	17	teachers	teacher	NOUN
ajote-6762	251	18	spend	spend	VERB
ajote-6762	251	19	substantial	substantial	ADJ
ajote-6762	251	20	time	time	NOUN
ajote-6762	251	21	planning	plan	VERB
ajote-6762	251	22	their	their	PRON
ajote-6762	251	23	lectures	lecture	NOUN
ajote-6762	251	24	and	and	CCONJ
ajote-6762	251	25	course	course	VERB
ajote-6762	251	26	materials	material	NOUN
ajote-6762	251	27	for	for	ADP
ajote-6762	251	28	students	student	NOUN
ajote-6762	251	29	and	and	CCONJ
ajote-6762	251	30	insufficient	insufficient	ADJ
ajote-6762	251	31	time	time	NOUN
ajote-6762	251	32	is	be	AUX
ajote-6762	251	33	allowed	allow	VERB
ajote-6762	251	34	for	for	ADP
ajote-6762	251	35	test	test	NOUN
ajote-6762	251	36	preparation	preparation	NOUN
ajote-6762	251	37	and	and	CCONJ
ajote-6762	251	38	review	review	NOUN
ajote-6762	251	39	before	before	ADP
ajote-6762	251	40	administration	administration	NOUN
ajote-6762	251	41	.	.	PUNCT
ajote-6762	252	1	consequently	consequently	ADV
ajote-6762	252	2	,	,	PUNCT
ajote-6762	252	3	many	many	ADJ
ajote-6762	252	4	tests	test	NOUN
ajote-6762	252	5	are	be	AUX
ajote-6762	252	6	administered	administer	VERB
ajote-6762	252	7	to	to	ADP
ajote-6762	252	8	students	student	NOUN
ajote-6762	252	9	without	without	ADP
ajote-6762	252	10	adequate	adequate	ADJ
ajote-6762	252	11	pretest	pretest	NOUN
ajote-6762	252	12	to	to	PART
ajote-6762	252	13	check	check	VERB
ajote-6762	252	14	the	the	DET
ajote-6762	252	15	quality	quality	NOUN
ajote-6762	252	16	of	of	ADP
ajote-6762	252	17	the	the	DET
ajote-6762	252	18	items	item	NOUN
ajote-6762	252	19	.	.	PUNCT
ajote-6762	253	1	before	before	SCONJ
ajote-6762	253	2	a	a	DET
ajote-6762	253	3	test	test	NOUN
ajote-6762	253	4	is	be	AUX
ajote-6762	253	5	administered	administer	VERB
ajote-6762	253	6	,	,	PUNCT
ajote-6762	253	7	a	a	DET
ajote-6762	253	8	review	review	NOUN
ajote-6762	253	9	by	by	ADP
ajote-6762	253	10	an	an	DET
ajote-6762	253	11	examinations	examination	NOUN
ajote-6762	253	12	review	review	NOUN
ajote-6762	253	13	board	board	NOUN
ajote-6762	253	14	whose	whose	DET
ajote-6762	253	15	members	member	NOUN
ajote-6762	253	16	have	have	VERB
ajote-6762	253	17	adequate	adequate	ADJ
ajote-6762	253	18	knowledge	knowledge	NOUN
ajote-6762	253	19	in	in	ADP
ajote-6762	253	20	item	item	NOUN
ajote-6762	253	21	writing	writing	NOUN
ajote-6762	253	22	can	can	AUX
ajote-6762	253	23	eliminate	eliminate	VERB
ajote-6762	253	24	flawed	flawed	ADJ
ajote-6762	253	25	items	item	NOUN
ajote-6762	253	26	.	.	PUNCT
ajote-6762	254	1	conclusion	conclusion	VERB
ajote-6762	254	2	the	the	DET
ajote-6762	254	3	purpose	purpose	NOUN
ajote-6762	254	4	of	of	ADP
ajote-6762	254	5	the	the	DET
ajote-6762	254	6	study	study	NOUN
ajote-6762	254	7	was	be	AUX
ajote-6762	254	8	to	to	PART
ajote-6762	254	9	analyze	analyze	VERB
ajote-6762	254	10	the	the	DET
ajote-6762	254	11	responses	response	NOUN
ajote-6762	254	12	obtained	obtain	VERB
ajote-6762	254	13	from	from	ADP
ajote-6762	254	14	a	a	DET
ajote-6762	254	15	communications	communication	NOUN
ajote-6762	254	16	skills	skill	NOUN
ajote-6762	254	17	test	test	NOUN
ajote-6762	254	18	in	in	ADP
ajote-6762	254	19	terms	term	NOUN
ajote-6762	254	20	of	of	ADP
ajote-6762	254	21	facility	facility	NOUN
ajote-6762	254	22	and	and	CCONJ
ajote-6762	254	23	discrimination	discrimination	NOUN
ajote-6762	254	24	indices	index	NOUN
ajote-6762	254	25	.	.	PUNCT
ajote-6762	255	1	overall	overall	ADJ
ajote-6762	255	2	analysis	analysis	NOUN
ajote-6762	255	3	of	of	ADP
ajote-6762	255	4	the	the	DET
ajote-6762	255	5	items	item	NOUN
ajote-6762	255	6	,	,	PUNCT
ajote-6762	255	7	show	show	VERB
ajote-6762	255	8	that	that	SCONJ
ajote-6762	255	9	most	most	ADJ
ajote-6762	255	10	of	of	ADP
ajote-6762	255	11	the	the	DET
ajote-6762	255	12	items	item	NOUN
ajote-6762	255	13	were	be	AUX
ajote-6762	255	14	idealthe	idealthe	DET
ajote-6762	255	15	items	item	NOUN
ajote-6762	255	16	had	have	VERB
ajote-6762	255	17	acceptable	acceptable	ADJ
ajote-6762	255	18	facility	facility	NOUN
ajote-6762	255	19	and	and	CCONJ
ajote-6762	255	20	discrimination	discrimination	NOUN
ajote-6762	255	21	indices	index	NOUN
ajote-6762	255	22	based	base	VERB
ajote-6762	255	23	on	on	ADP
ajote-6762	255	24	the	the	DET
ajote-6762	255	25	guidelines	guideline	NOUN
ajote-6762	255	26	for	for	ADP
ajote-6762	255	27	evaluating	evaluate	VERB
ajote-6762	255	28	test	test	NOUN
ajote-6762	255	29	items	item	NOUN
ajote-6762	255	30	(	(	PUNCT
ajote-6762	255	31	haladyna	haladyna	NOUN
ajote-6762	255	32	&	&	CCONJ
ajote-6762	255	33	rodriguez	rodriguez	PROPN
ajote-6762	255	34	,	,	PUNCT
ajote-6762	255	35	2013	2013	NUM
ajote-6762	255	36	,	,	PUNCT
ajote-6762	255	37	p.	p.	NOUN
ajote-6762	255	38	350	350	NUM
ajote-6762	255	39	)	)	PUNCT
ajote-6762	255	40	.	.	PUNCT
ajote-6762	256	1	on	on	ADP
ajote-6762	256	2	the	the	DET
ajote-6762	256	3	other	other	ADJ
ajote-6762	256	4	hand	hand	NOUN
ajote-6762	256	5	,	,	PUNCT
ajote-6762	256	6	some	some	DET
ajote-6762	256	7	items	item	NOUN
ajote-6762	256	8	were	be	AUX
ajote-6762	256	9	not	not	PART
ajote-6762	256	10	ideal	ideal	ADJ
ajote-6762	256	11	.	.	PUNCT
ajote-6762	257	1	these	these	DET
ajote-6762	257	2	items	item	NOUN
ajote-6762	257	3	were	be	AUX
ajote-6762	257	4	found	find	VERB
ajote-6762	257	5	to	to	PART
ajote-6762	257	6	need	need	VERB
ajote-6762	257	7	revision	revision	NOUN
ajote-6762	257	8	to	to	PART
ajote-6762	257	9	improve	improve	VERB
ajote-6762	257	10	the	the	DET
ajote-6762	257	11	discriminatory	discriminatory	ADJ
ajote-6762	257	12	power	power	NOUN
ajote-6762	257	13	and	and	CCONJ
ajote-6762	257	14	the	the	DET
ajote-6762	257	15	quality	quality	NOUN
ajote-6762	257	16	of	of	ADP
ajote-6762	257	17	the	the	DET
ajote-6762	257	18	examination	examination	NOUN
ajote-6762	257	19	.	.	PUNCT
ajote-6762	258	1	it	it	PRON
ajote-6762	258	2	is	be	AUX
ajote-6762	258	3	worth	worth	ADJ
ajote-6762	258	4	noting	note	VERB
ajote-6762	258	5	that	that	SCONJ
ajote-6762	258	6	firmly	firmly	ADV
ajote-6762	258	7	following	follow	VERB
ajote-6762	258	8	the	the	DET
ajote-6762	258	9	guidelines	guideline	NOUN
ajote-6762	258	10	for	for	ADP
ajote-6762	258	11	writing	write	VERB
ajote-6762	258	12	multiple	multiple	ADJ
ajote-6762	258	13	-	-	PUNCT
ajote-6762	258	14	choice	choice	NOUN
ajote-6762	258	15	test	test	NOUN
ajote-6762	258	16	items	item	NOUN
ajote-6762	258	17	can	can	AUX
ajote-6762	258	18	reduce	reduce	VERB
ajote-6762	258	19	the	the	DET
ajote-6762	258	20	number	number	NOUN
ajote-6762	258	21	of	of	ADP
ajote-6762	258	22	flawed	flawed	ADJ
ajote-6762	258	23	items	item	NOUN
ajote-6762	258	24	on	on	ADP
ajote-6762	258	25	a	a	DET
ajote-6762	258	26	test	test	NOUN
ajote-6762	258	27	.	.	PUNCT
ajote-6762	259	1	some	some	DET
ajote-6762	259	2	teachers	teacher	NOUN
ajote-6762	259	3	who	who	PRON
ajote-6762	259	4	write	write	VERB
ajote-6762	259	5	multiplechoice	multiplechoice	NOUN
ajote-6762	259	6	items	item	NOUN
ajote-6762	259	7	are	be	AUX
ajote-6762	259	8	either	either	ADV
ajote-6762	259	9	ignorant	ignorant	ADJ
ajote-6762	259	10	or	or	CCONJ
ajote-6762	259	11	find	find	VERB
ajote-6762	259	12	it	it	PRON
ajote-6762	259	13	too	too	ADV
ajote-6762	259	14	laborious	laborious	ADJ
ajote-6762	259	15	to	to	PART
ajote-6762	259	16	use	use	VERB
ajote-6762	259	17	the	the	DET
ajote-6762	259	18	guidelines	guideline	NOUN
ajote-6762	259	19	.	.	PUNCT
ajote-6762	260	1	as	as	ADP
ajote-6762	260	2	a	a	DET
ajote-6762	260	3	result	result	NOUN
ajote-6762	260	4	,	,	PUNCT
ajote-6762	260	5	you	you	PRON
ajote-6762	260	6	find	find	VERB
ajote-6762	260	7	items	item	NOUN
ajote-6762	260	8	on	on	ADP
ajote-6762	260	9	a	a	DET
ajote-6762	260	10	test	test	NOUN
ajote-6762	260	11	being	be	AUX
ajote-6762	260	12	flawed	flawed	ADJ
ajote-6762	260	13	.	.	PUNCT
ajote-6762	261	1	the	the	DET
ajote-6762	261	2	guidelines	guideline	NOUN
ajote-6762	261	3	serve	serve	VERB
ajote-6762	261	4	as	as	ADP
ajote-6762	261	5	a	a	DET
ajote-6762	261	6	compass	compass	NOUN
ajote-6762	261	7	to	to	ADP
ajote-6762	261	8	the	the	DET
ajote-6762	261	9	item	item	NOUN
ajote-6762	261	10	writer	writer	NOUN
ajote-6762	261	11	to	to	ADP
ajote-6762	261	12	his	his	PRON
ajote-6762	261	13	destination	destination	NOUN
ajote-6762	261	14	without	without	ADP
ajote-6762	261	15	missing	miss	VERB
ajote-6762	261	16	out	out	ADP
ajote-6762	261	17	.	.	PUNCT
ajote-6762	262	1	the	the	DET
ajote-6762	262	2	ultimate	ultimate	ADJ
ajote-6762	262	3	aim	aim	NOUN
ajote-6762	262	4	of	of	ADP
ajote-6762	262	5	all	all	DET
ajote-6762	262	6	item	item	NOUN
ajote-6762	262	7	writers	writer	NOUN
ajote-6762	262	8	is	be	AUX
ajote-6762	262	9	to	to	PART
ajote-6762	262	10	have	have	VERB
ajote-6762	262	11	good	good	ADJ
ajote-6762	262	12	items	item	NOUN
ajote-6762	262	13	that	that	PRON
ajote-6762	262	14	will	will	AUX
ajote-6762	262	15	produce	produce	VERB
ajote-6762	262	16	valid	valid	ADJ
ajote-6762	262	17	test	test	NOUN
ajote-6762	262	18	scores	score	NOUN
ajote-6762	262	19	.	.	PUNCT
ajote-6762	263	1	after	after	ADV
ajote-6762	263	2	all	all	ADV
ajote-6762	263	3	,	,	PUNCT
ajote-6762	263	4	students	student	NOUN
ajote-6762	263	5	who	who	PRON
ajote-6762	263	6	pass	pass	VERB
ajote-6762	263	7	a	a	DET
ajote-6762	263	8	poorly	poorly	ADV
ajote-6762	263	9	designed	design	VERB
ajote-6762	263	10	exam	exam	NOUN
ajote-6762	263	11	,	,	PUNCT
ajote-6762	263	12	although	although	SCONJ
ajote-6762	263	13	ato	ato	PROPN
ajote-6762	263	14	kwamina	kwamina	PROPN
ajote-6762	263	15	arhin	arhin	PROPN
ajote-6762	263	16	,	,	PUNCT
ajote-6762	263	17	jonathan	jonathan	PROPN
ajote-6762	263	18	essuman	essuman	PROPN
ajote-6762	263	19	,	,	PUNCT
ajote-6762	263	20	&	&	CCONJ
ajote-6762	263	21	ekua	ekua	PROPN
ajote-6762	263	22	arhin	arhin	PROPN
ajote-6762	263	23	ajote	ajote	PROPN
ajote-6762	263	24	vol.10	vol.10	NOUN
ajote-6762	263	25	no	no	INTJ
ajote-6762	263	26	.	.	NOUN
ajote-6762	263	27	2	2	NUM
ajote-6762	263	28	(	(	PUNCT
ajote-6762	263	29	2021	2021	NUM
ajote-6762	263	30	)	)	PUNCT
ajote-6762	263	31	,	,	PUNCT
ajote-6762	263	32	121	121	NUM
ajote-6762	263	33	-	-	SYM
ajote-6762	263	34	143	143	NUM
ajote-6762	263	35	136	136	NUM
ajote-6762	264	1	they	they	PRON
ajote-6762	264	2	do	do	AUX
ajote-6762	264	3	not	not	PART
ajote-6762	264	4	possess	possess	VERB
ajote-6762	264	5	adequate	adequate	ADJ
ajote-6762	264	6	knowledge	knowledge	NOUN
ajote-6762	264	7	of	of	ADP
ajote-6762	264	8	the	the	DET
ajote-6762	264	9	content	content	NOUN
ajote-6762	264	10	of	of	ADP
ajote-6762	264	11	the	the	DET
ajote-6762	264	12	examination	examination	NOUN
ajote-6762	264	13	,	,	PUNCT
ajote-6762	264	14	may	may	AUX
ajote-6762	264	15	constitute	constitute	VERB
ajote-6762	264	16	a	a	DET
ajote-6762	264	17	real	real	ADJ
ajote-6762	264	18	threat	threat	NOUN
ajote-6762	264	19	for	for	ADP
ajote-6762	264	20	themselves	themselves	PRON
ajote-6762	264	21	and	and	CCONJ
ajote-6762	264	22	society	society	NOUN
ajote-6762	264	23	at	at	ADP
ajote-6762	264	24	large	large	ADJ
ajote-6762	264	25	.	.	PUNCT
ajote-6762	265	1	studies	study	NOUN
ajote-6762	265	2	show	show	VERB
ajote-6762	265	3	that	that	SCONJ
ajote-6762	265	4	tests	test	NOUN
ajote-6762	265	5	with	with	ADP
ajote-6762	265	6	item	item	NOUN
ajote-6762	265	7	writing	write	VERB
ajote-6762	265	8	flaws	flaw	NOUN
ajote-6762	265	9	tend	tend	VERB
ajote-6762	265	10	to	to	PART
ajote-6762	265	11	disadvantage	disadvantage	VERB
ajote-6762	265	12	high	high	ADJ
ajote-6762	265	13	achieving	achieve	VERB
ajote-6762	265	14	students	student	NOUN
ajote-6762	265	15	and	and	CCONJ
ajote-6762	265	16	lower	lower	VERB
ajote-6762	265	17	their	their	PRON
ajote-6762	265	18	test	test	NOUN
ajote-6762	265	19	scores	score	NOUN
ajote-6762	265	20	(	(	PUNCT
ajote-6762	265	21	tarrant	tarrant	PROPN
ajote-6762	265	22	&	&	CCONJ
ajote-6762	265	23	ware	ware	PROPN
ajote-6762	265	24	,	,	PUNCT
ajote-6762	265	25	2008	2008	NUM
ajote-6762	265	26	)	)	PUNCT
ajote-6762	265	27	.	.	PUNCT
ajote-6762	266	1	contrastingly	contrastingly	ADV
ajote-6762	266	2	,	,	PUNCT
ajote-6762	266	3	tests	test	VERB
ajote-6762	266	4	with	with	ADP
ajote-6762	266	5	item	item	NOUN
ajote-6762	266	6	writing	write	VERB
ajote-6762	266	7	flaws	flaw	NOUN
ajote-6762	266	8	can	can	AUX
ajote-6762	266	9	improve	improve	VERB
ajote-6762	266	10	the	the	DET
ajote-6762	266	11	grades	grade	NOUN
ajote-6762	266	12	of	of	ADP
ajote-6762	266	13	weaker	weak	ADJ
ajote-6762	266	14	students	student	NOUN
ajote-6762	266	15	,	,	PUNCT
ajote-6762	266	16	who	who	PRON
ajote-6762	266	17	are	be	AUX
ajote-6762	266	18	not	not	PART
ajote-6762	266	19	familiar	familiar	ADJ
ajote-6762	266	20	with	with	ADP
ajote-6762	266	21	the	the	DET
ajote-6762	266	22	content	content	NOUN
ajote-6762	266	23	of	of	ADP
ajote-6762	266	24	the	the	DET
ajote-6762	266	25	test	test	NOUN
ajote-6762	266	26	(	(	PUNCT
ajote-6762	266	27	nedeau	nedeau	PROPN
ajote-6762	266	28	-	-	PUNCT
ajote-6762	266	29	cayo	cayo	PROPN
ajote-6762	266	30	et	et	PROPN
ajote-6762	266	31	al	al	PROPN
ajote-6762	266	32	.	.	PROPN
ajote-6762	266	33	,	,	PUNCT
ajote-6762	266	34	2013	2013	NUM
ajote-6762	266	35	;	;	PUNCT
ajote-6762	266	36	tarrant	tarrant	PROPN
ajote-6762	266	37	&	&	CCONJ
ajote-6762	266	38	ware	ware	PROPN
ajote-6762	266	39	,	,	PUNCT
ajote-6762	266	40	2008	2008	NUM
ajote-6762	266	41	)	)	PUNCT
ajote-6762	266	42	.	.	PUNCT
ajote-6762	267	1	we	we	PRON
ajote-6762	267	2	,	,	PUNCT
ajote-6762	267	3	therefore	therefore	ADV
ajote-6762	267	4	,	,	PUNCT
ajote-6762	267	5	are	be	AUX
ajote-6762	267	6	of	of	ADP
ajote-6762	267	7	the	the	DET
ajote-6762	267	8	view	view	NOUN
ajote-6762	267	9	that	that	SCONJ
ajote-6762	267	10	,	,	PUNCT
ajote-6762	267	11	in	in	ADP
ajote-6762	267	12	contrast	contrast	NOUN
ajote-6762	267	13	to	to	ADP
ajote-6762	267	14	these	these	DET
ajote-6762	267	15	undisputed	undisputed	ADJ
ajote-6762	267	16	views	view	NOUN
ajote-6762	267	17	of	of	ADP
ajote-6762	267	18	authorities	authority	NOUN
ajote-6762	267	19	,	,	PUNCT
ajote-6762	267	20	using	use	VERB
ajote-6762	267	21	flawed	flawed	ADJ
ajote-6762	267	22	mcis	mcis	NOUN
ajote-6762	267	23	can	can	AUX
ajote-6762	267	24	play	play	VERB
ajote-6762	267	25	a	a	DET
ajote-6762	267	26	valuable	valuable	ADJ
ajote-6762	267	27	role	role	NOUN
ajote-6762	267	28	in	in	ADP
ajote-6762	267	29	the	the	DET
ajote-6762	267	30	development	development	NOUN
ajote-6762	267	31	(	(	PUNCT
ajote-6762	267	32	and	and	CCONJ
ajote-6762	267	33	not	not	PART
ajote-6762	267	34	simply	simply	ADV
ajote-6762	267	35	in	in	ADP
ajote-6762	267	36	the	the	DET
ajote-6762	267	37	measurement	measurement	NOUN
ajote-6762	267	38	of	of	ADP
ajote-6762	267	39	academic	academic	ADJ
ajote-6762	267	40	performance	performance	NOUN
ajote-6762	267	41	)	)	PUNCT
ajote-6762	267	42	of	of	ADP
ajote-6762	267	43	students	student	NOUN
ajote-6762	267	44	'	'	PART
ajote-6762	267	45	critiquing	critiquing	NOUN
ajote-6762	267	46	abilities	ability	NOUN
ajote-6762	267	47	.	.	PUNCT
ajote-6762	268	1	thus	thus	ADV
ajote-6762	268	2	,	,	PUNCT
ajote-6762	268	3	students	student	NOUN
ajote-6762	268	4	become	become	VERB
ajote-6762	268	5	active	active	ADJ
ajote-6762	268	6	observers	observer	NOUN
ajote-6762	268	7	of	of	ADP
ajote-6762	268	8	the	the	DET
ajote-6762	268	9	learned	learn	VERB
ajote-6762	268	10	materials	material	NOUN
ajote-6762	268	11	and	and	CCONJ
ajote-6762	268	12	objectives	objective	NOUN
ajote-6762	268	13	of	of	ADP
ajote-6762	268	14	the	the	DET
ajote-6762	268	15	lessons	lesson	NOUN
ajote-6762	268	16	taught	teach	VERB
ajote-6762	268	17	.	.	PUNCT
ajote-6762	269	1	this	this	PRON
ajote-6762	269	2	will	will	AUX
ajote-6762	269	3	help	help	VERB
ajote-6762	269	4	in	in	ADP
ajote-6762	269	5	the	the	DET
ajote-6762	269	6	development	development	NOUN
ajote-6762	269	7	of	of	ADP
ajote-6762	269	8	multiple	multiple	ADJ
ajote-6762	269	9	-	-	PUNCT
ajote-6762	269	10	choice	choice	NOUN
ajote-6762	269	11	items	item	NOUN
ajote-6762	269	12	and	and	CCONJ
ajote-6762	269	13	making	make	VERB
ajote-6762	269	14	them	they	PRON
ajote-6762	269	15	stand	stand	VERB
ajote-6762	269	16	the	the	DET
ajote-6762	269	17	test	test	NOUN
ajote-6762	269	18	of	of	ADP
ajote-6762	269	19	time	time	NOUN
ajote-6762	269	20	and	and	CCONJ
ajote-6762	269	21	become	become	VERB
ajote-6762	269	22	robust	robust	ADJ
ajote-6762	269	23	.	.	PUNCT
ajote-6762	270	1	but	but	CCONJ
ajote-6762	270	2	this	this	PRON
ajote-6762	270	3	will	will	AUX
ajote-6762	270	4	come	come	VERB
ajote-6762	270	5	at	at	ADP
ajote-6762	270	6	a	a	DET
ajote-6762	270	7	cost	cost	NOUN
ajote-6762	270	8	to	to	ADP
ajote-6762	270	9	both	both	DET
ajote-6762	270	10	teachers	teacher	NOUN
ajote-6762	270	11	and	and	CCONJ
ajote-6762	270	12	students	student	NOUN
ajote-6762	270	13	.	.	PUNCT
ajote-6762	271	1	finally	finally	ADV
ajote-6762	271	2	,	,	PUNCT
ajote-6762	271	3	the	the	DET
ajote-6762	271	4	findings	finding	NOUN
ajote-6762	271	5	of	of	ADP
ajote-6762	271	6	this	this	DET
ajote-6762	271	7	study	study	NOUN
ajote-6762	271	8	have	have	VERB
ajote-6762	271	9	significance	significance	NOUN
ajote-6762	271	10	for	for	ADP
ajote-6762	271	11	practising	practise	VERB
ajote-6762	271	12	teachers	teacher	NOUN
ajote-6762	271	13	and	and	CCONJ
ajote-6762	271	14	test	test	NOUN
ajote-6762	271	15	developers	developer	NOUN
ajote-6762	271	16	in	in	ADP
ajote-6762	271	17	that	that	DET
ajote-6762	271	18	particular	particular	ADJ
ajote-6762	271	19	care	care	NOUN
ajote-6762	271	20	should	should	AUX
ajote-6762	271	21	be	be	AUX
ajote-6762	271	22	taken	take	VERB
ajote-6762	271	23	when	when	SCONJ
ajote-6762	271	24	selecting	select	VERB
ajote-6762	271	25	or	or	CCONJ
ajote-6762	271	26	crafting	craft	VERB
ajote-6762	271	27	new	new	ADJ
ajote-6762	271	28	items	item	NOUN
ajote-6762	271	29	to	to	PART
ajote-6762	271	30	achieve	achieve	VERB
ajote-6762	271	31	an	an	DET
ajote-6762	271	32	accurate	accurate	ADJ
ajote-6762	271	33	measurement	measurement	NOUN
ajote-6762	271	34	of	of	ADP
ajote-6762	271	35	students	student	NOUN
ajote-6762	271	36	'	'	PART
ajote-6762	271	37	behaviour	behaviour	NOUN
ajote-6762	271	38	.	.	PUNCT
ajote-6762	272	1	also	also	ADV
ajote-6762	272	2	,	,	PUNCT
ajote-6762	272	3	item	item	NOUN
ajote-6762	272	4	analyses	analysis	NOUN
ajote-6762	272	5	should	should	AUX
ajote-6762	272	6	be	be	AUX
ajote-6762	272	7	utilized	utilize	VERB
ajote-6762	272	8	to	to	PART
ajote-6762	272	9	improve	improve	VERB
ajote-6762	272	10	already	already	ADV
ajote-6762	272	11	existing	exist	VERB
ajote-6762	272	12	test	test	NOUN
ajote-6762	272	13	items	item	NOUN
ajote-6762	272	14	.	.	PUNCT
ajote-6762	273	1	assessment	assessment	NOUN
ajote-6762	273	2	implications	implication	NOUN
ajote-6762	273	3	on	on	ADP
ajote-6762	273	4	the	the	DET
ajote-6762	273	5	strength	strength	NOUN
ajote-6762	273	6	of	of	ADP
ajote-6762	273	7	the	the	DET
ajote-6762	273	8	findings	finding	NOUN
ajote-6762	273	9	made	make	VERB
ajote-6762	273	10	from	from	ADP
ajote-6762	273	11	this	this	DET
ajote-6762	273	12	study	study	NOUN
ajote-6762	273	13	using	use	VERB
ajote-6762	273	14	mcis	mcis	PROPN
ajote-6762	273	15	should	should	AUX
ajote-6762	273	16	begin	begin	VERB
ajote-6762	273	17	with	with	ADP
ajote-6762	273	18	preparation	preparation	NOUN
ajote-6762	273	19	of	of	ADP
ajote-6762	273	20	test	test	NOUN
ajote-6762	273	21	blueprint	blueprint	NOUN
ajote-6762	273	22	that	that	PRON
ajote-6762	273	23	carefully	carefully	ADV
ajote-6762	273	24	adheres	adhere	VERB
ajote-6762	273	25	to	to	ADP
ajote-6762	273	26	the	the	DET
ajote-6762	273	27	rules	rule	NOUN
ajote-6762	273	28	for	for	ADP
ajote-6762	273	29	writing	write	VERB
ajote-6762	273	30	multiple	multiple	ADJ
ajote-6762	273	31	-	-	PUNCT
ajote-6762	273	32	choice	choice	NOUN
ajote-6762	273	33	items	item	NOUN
ajote-6762	273	34	.	.	PUNCT
ajote-6762	274	1	thereafter	thereafter	ADV
ajote-6762	274	2	all	all	DET
ajote-6762	274	3	items	item	NOUN
ajote-6762	274	4	should	should	AUX
ajote-6762	274	5	be	be	AUX
ajote-6762	274	6	pre	pre	VERB
ajote-6762	274	7	-	-	VERB
ajote-6762	274	8	tested	test	VERB
ajote-6762	274	9	,	,	PUNCT
ajote-6762	274	10	analysed	analyse	VERB
ajote-6762	274	11	,	,	PUNCT
ajote-6762	274	12	and	and	CCONJ
ajote-6762	274	13	subjected	subject	VERB
ajote-6762	274	14	to	to	ADP
ajote-6762	274	15	item	item	NOUN
ajote-6762	274	16	moderation	moderation	NOUN
ajote-6762	274	17	to	to	PART
ajote-6762	274	18	augment	augment	VERB
ajote-6762	274	19	the	the	DET
ajote-6762	274	20	overall	overall	ADJ
ajote-6762	274	21	content	content	NOUN
ajote-6762	274	22	and	and	CCONJ
ajote-6762	274	23	construct	construct	VERB
ajote-6762	274	24	validities	validity	NOUN
ajote-6762	274	25	.	.	PUNCT
ajote-6762	275	1	these	these	DET
ajote-6762	275	2	processes	process	NOUN
ajote-6762	275	3	will	will	AUX
ajote-6762	275	4	require	require	VERB
ajote-6762	275	5	the	the	DET
ajote-6762	275	6	input	input	NOUN
ajote-6762	275	7	of	of	ADP
ajote-6762	275	8	subject	subject	NOUN
ajote-6762	275	9	and	and	CCONJ
ajote-6762	275	10	psychometric	psychometric	ADJ
ajote-6762	275	11	specialists	specialist	NOUN
ajote-6762	275	12	.	.	PUNCT
ajote-6762	276	1	to	to	PART
ajote-6762	276	2	ensure	ensure	VERB
ajote-6762	276	3	that	that	SCONJ
ajote-6762	276	4	faculty	faculty	NOUN
ajote-6762	276	5	uses	use	VERB
ajote-6762	276	6	quality	quality	NOUN
ajote-6762	276	7	test	test	NOUN
ajote-6762	276	8	items	item	NOUN
ajote-6762	276	9	in	in	ADP
ajote-6762	276	10	our	our	PRON
ajote-6762	276	11	tertiary	tertiary	ADJ
ajote-6762	276	12	institutions	institution	NOUN
ajote-6762	276	13	,	,	PUNCT
ajote-6762	276	14	it	it	PRON
ajote-6762	276	15	implies	imply	VERB
ajote-6762	276	16	that	that	SCONJ
ajote-6762	276	17	these	these	DET
ajote-6762	276	18	processes	process	NOUN
ajote-6762	276	19	be	be	AUX
ajote-6762	276	20	established	establish	VERB
ajote-6762	276	21	as	as	ADP
ajote-6762	276	22	statutory	statutory	ADJ
ajote-6762	276	23	quality	quality	NOUN
ajote-6762	276	24	assurance	assurance	NOUN
ajote-6762	276	25	procedures	procedure	NOUN
ajote-6762	276	26	.	.	PUNCT
ajote-6762	277	1	in	in	ADP
ajote-6762	277	2	sum	sum	NOUN
ajote-6762	277	3	,	,	PUNCT
ajote-6762	277	4	anytime	anytime	SCONJ
ajote-6762	277	5	a	a	DET
ajote-6762	277	6	teacher	teacher	NOUN
ajote-6762	277	7	is	be	AUX
ajote-6762	277	8	deciding	decide	VERB
ajote-6762	277	9	on	on	ADP
ajote-6762	277	10	a	a	DET
ajote-6762	277	11	test	test	NOUN
ajote-6762	277	12	,	,	PUNCT
ajote-6762	277	13	the	the	DET
ajote-6762	277	14	following	follow	VERB
ajote-6762	277	15	must	must	AUX
ajote-6762	277	16	be	be	AUX
ajote-6762	277	17	carefully	carefully	ADV
ajote-6762	277	18	considered	consider	VERB
ajote-6762	277	19	to	to	PART
ajote-6762	277	20	ensure	ensure	VERB
ajote-6762	277	21	maximum	maximum	ADJ
ajote-6762	277	22	gains	gain	NOUN
ajote-6762	277	23	from	from	ADP
ajote-6762	277	24	the	the	DET
ajote-6762	277	25	test	test	NOUN
ajote-6762	277	26	:	:	PUNCT
ajote-6762	277	27	(	(	PUNCT
ajote-6762	277	28	a	a	X
ajote-6762	277	29	)	)	PUNCT
ajote-6762	277	30	the	the	DET
ajote-6762	277	31	test	test	NOUN
ajote-6762	277	32	's	's	PART
ajote-6762	277	33	specific	specific	ADJ
ajote-6762	277	34	purpose	purpose	NOUN
ajote-6762	277	35	:	:	PUNCT
ajote-6762	277	36	the	the	DET
ajote-6762	277	37	traditional	traditional	ADJ
ajote-6762	277	38	assumption	assumption	NOUN
ajote-6762	277	39	is	be	AUX
ajote-6762	277	40	that	that	SCONJ
ajote-6762	277	41	tests	test	NOUN
ajote-6762	277	42	are	be	AUX
ajote-6762	277	43	used	use	VERB
ajote-6762	277	44	to	to	PART
ajote-6762	277	45	determine	determine	VERB
ajote-6762	277	46	whether	whether	SCONJ
ajote-6762	277	47	students	student	NOUN
ajote-6762	277	48	have	have	AUX
ajote-6762	277	49	learned	learn	VERB
ajote-6762	277	50	what	what	PRON
ajote-6762	277	51	they	they	PRON
ajote-6762	277	52	were	be	AUX
ajote-6762	277	53	expected	expect	VERB
ajote-6762	277	54	to	to	PART
ajote-6762	277	55	learn	learn	VERB
ajote-6762	277	56	or	or	CCONJ
ajote-6762	277	57	the	the	DET
ajote-6762	277	58	level	level	NOUN
ajote-6762	277	59	or	or	CCONJ
ajote-6762	277	60	degree	degree	NOUN
ajote-6762	277	61	to	to	PART
ajote-6762	277	62	which	which	PRON
ajote-6762	277	63	students	student	NOUN
ajote-6762	277	64	have	have	AUX
ajote-6762	277	65	learned	learn	VERB
ajote-6762	277	66	the	the	DET
ajote-6762	277	67	material	material	NOUN
ajote-6762	277	68	.	.	PUNCT
ajote-6762	278	1	beyond	beyond	ADP
ajote-6762	278	2	this	this	PRON
ajote-6762	278	3	,	,	PUNCT
ajote-6762	278	4	the	the	DET
ajote-6762	278	5	tests	test	NOUN
ajote-6762	278	6	’	'	PUNCT
ajote-6762	278	7	purpose	purpose	NOUN
ajote-6762	278	8	might	might	AUX
ajote-6762	278	9	be	be	AUX
ajote-6762	278	10	that	that	SCONJ
ajote-6762	278	11	the	the	DET
ajote-6762	278	12	teacher	teacher	NOUN
ajote-6762	278	13	intentionally	intentionally	ADV
ajote-6762	278	14	plans	plan	VERB
ajote-6762	278	15	to	to	PART
ajote-6762	278	16	improve	improve	VERB
ajote-6762	278	17	students	student	NOUN
ajote-6762	278	18	’	'	PUNCT
ajote-6762	278	19	performance	performance	NOUN
ajote-6762	278	20	or	or	CCONJ
ajote-6762	278	21	plans	plan	NOUN
ajote-6762	278	22	to	to	PART
ajote-6762	278	23	help	help	VERB
ajote-6762	278	24	students	student	NOUN
ajote-6762	278	25	estimate	estimate	VERB
ajote-6762	278	26	what	what	PRON
ajote-6762	278	27	they	they	PRON
ajote-6762	278	28	are	be	AUX
ajote-6762	278	29	capable	capable	ADJ
ajote-6762	278	30	of	of	ADP
ajote-6762	278	31	doing	do	VERB
ajote-6762	278	32	outside	outside	ADP
ajote-6762	278	33	the	the	DET
ajote-6762	278	34	classroom	classroom	NOUN
ajote-6762	278	35	.	.	PUNCT
ajote-6762	279	1	hence	hence	ADV
ajote-6762	279	2	,	,	PUNCT
ajote-6762	279	3	pre	pre	ADJ
ajote-6762	279	4	-	-	ADJ
ajote-6762	279	5	testing	testing	ADJ
ajote-6762	279	6	students	student	NOUN
ajote-6762	279	7	to	to	PART
ajote-6762	279	8	determine	determine	VERB
ajote-6762	279	9	their	their	PRON
ajote-6762	279	10	previous	previous	ADJ
ajote-6762	279	11	knowledge	knowledge	NOUN
ajote-6762	279	12	before	before	ADP
ajote-6762	279	13	introducing	introduce	VERB
ajote-6762	279	14	a	a	DET
ajote-6762	279	15	new	new	ADJ
ajote-6762	279	16	topic	topic	NOUN
ajote-6762	279	17	is	be	AUX
ajote-6762	279	18	an	an	DET
ajote-6762	279	19	important	important	ADJ
ajote-6762	279	20	teaching	teaching	NOUN
ajote-6762	279	21	strategy	strategy	NOUN
ajote-6762	279	22	.	.	PUNCT
ajote-6762	280	1	teachers	teacher	NOUN
ajote-6762	280	2	are	be	AUX
ajote-6762	280	3	analysis	analysis	NOUN
ajote-6762	280	4	of	of	ADP
ajote-6762	280	5	item	item	NOUN
ajote-6762	280	6	writing	write	VERB
ajote-6762	280	7	flaws	flaw	NOUN
ajote-6762	280	8	in	in	ADP
ajote-6762	280	9	a	a	DET
ajote-6762	280	10	communications	communication	NOUN
ajote-6762	280	11	skills	skill	NOUN
ajote-6762	280	12	test	test	NOUN
ajote-6762	280	13	in	in	ADP
ajote-6762	280	14	a	a	DET
ajote-6762	280	15	ghanaian	ghanaian	ADJ
ajote-6762	280	16	university	university	NOUN
ajote-6762	280	17	ajote	ajote	NOUN
ajote-6762	280	18	vol.10	vol.10	NOUN
ajote-6762	280	19	no	no	INTJ
ajote-6762	280	20	.	.	NOUN
ajote-6762	280	21	2	2	NUM
ajote-6762	280	22	(	(	PUNCT
ajote-6762	280	23	2021	2021	NUM
ajote-6762	280	24	)	)	PUNCT
ajote-6762	280	25	,	,	PUNCT
ajote-6762	280	26	121	121	NUM
ajote-6762	280	27	-	-	SYM
ajote-6762	280	28	143	143	NUM
ajote-6762	280	29	137	137	NUM
ajote-6762	280	30	aware	aware	ADJ
ajote-6762	280	31	that	that	SCONJ
ajote-6762	280	32	continuously	continuously	ADV
ajote-6762	280	33	assessing	assess	VERB
ajote-6762	280	34	students	student	NOUN
ajote-6762	280	35	enables	enable	VERB
ajote-6762	280	36	them	they	PRON
ajote-6762	280	37	to	to	PART
ajote-6762	280	38	adjust	adjust	VERB
ajote-6762	280	39	their	their	PRON
ajote-6762	280	40	instruction	instruction	NOUN
ajote-6762	280	41	appropriately	appropriately	ADV
ajote-6762	280	42	.	.	PUNCT
ajote-6762	281	1	(	(	PUNCT
ajote-6762	281	2	b	b	X
ajote-6762	281	3	)	)	PUNCT
ajote-6762	281	4	what	what	PRON
ajote-6762	281	5	kind	kind	NOUN
ajote-6762	281	6	of	of	ADP
ajote-6762	281	7	information	information	NOUN
ajote-6762	281	8	is	be	AUX
ajote-6762	281	9	required	require	VERB
ajote-6762	281	10	from	from	ADP
ajote-6762	281	11	the	the	DET
ajote-6762	281	12	test	test	NOUN
ajote-6762	281	13	results	result	NOUN
ajote-6762	281	14	:	:	PUNCT
ajote-6762	281	15	test	test	NOUN
ajote-6762	281	16	results	result	NOUN
ajote-6762	281	17	provide	provide	VERB
ajote-6762	281	18	vital	vital	ADJ
ajote-6762	281	19	information	information	NOUN
ajote-6762	281	20	to	to	ADP
ajote-6762	281	21	both	both	CCONJ
ajote-6762	281	22	the	the	DET
ajote-6762	281	23	testee	testee	NOUN
ajote-6762	281	24	and	and	CCONJ
ajote-6762	281	25	teacher	teacher	NOUN
ajote-6762	281	26	.	.	PUNCT
ajote-6762	282	1	the	the	DET
ajote-6762	282	2	teacher	teacher	NOUN
ajote-6762	282	3	must	must	AUX
ajote-6762	282	4	consider	consider	VERB
ajote-6762	282	5	what	what	DET
ajote-6762	282	6	type	type	NOUN
ajote-6762	282	7	of	of	ADP
ajote-6762	282	8	information	information	NOUN
ajote-6762	282	9	the	the	DET
ajote-6762	282	10	test	test	NOUN
ajote-6762	282	11	scores	score	NOUN
ajote-6762	282	12	is	be	AUX
ajote-6762	282	13	to	to	PART
ajote-6762	282	14	provide	provide	VERB
ajote-6762	282	15	to	to	ADP
ajote-6762	282	16	the	the	DET
ajote-6762	282	17	student	student	NOUN
ajote-6762	282	18	.	.	PUNCT
ajote-6762	283	1	(	(	PUNCT
ajote-6762	283	2	c	c	X
ajote-6762	283	3	)	)	PUNCT
ajote-6762	283	4	the	the	DET
ajote-6762	283	5	impact	impact	NOUN
ajote-6762	283	6	of	of	ADP
ajote-6762	283	7	test	test	NOUN
ajote-6762	283	8	results	result	NOUN
ajote-6762	283	9	on	on	ADP
ajote-6762	283	10	students	student	NOUN
ajote-6762	283	11	:	:	PUNCT
ajote-6762	283	12	test	test	NOUN
ajote-6762	283	13	results	result	NOUN
ajote-6762	283	14	must	must	AUX
ajote-6762	283	15	have	have	VERB
ajote-6762	283	16	a	a	DET
ajote-6762	283	17	positive	positive	ADJ
ajote-6762	283	18	impact	impact	NOUN
ajote-6762	283	19	on	on	ADP
ajote-6762	283	20	students	student	NOUN
ajote-6762	283	21	.	.	PUNCT
ajote-6762	284	1	the	the	DET
ajote-6762	284	2	test	test	NOUN
ajote-6762	284	3	results	result	NOUN
ajote-6762	284	4	should	should	AUX
ajote-6762	284	5	provide	provide	VERB
ajote-6762	284	6	feedback	feedback	NOUN
ajote-6762	284	7	that	that	PRON
ajote-6762	284	8	will	will	AUX
ajote-6762	284	9	motivate	motivate	VERB
ajote-6762	284	10	students	student	NOUN
ajote-6762	284	11	to	to	PART
ajote-6762	284	12	learn	learn	VERB
ajote-6762	284	13	and	and	CCONJ
ajote-6762	284	14	improve	improve	VERB
ajote-6762	284	15	their	their	PRON
ajote-6762	284	16	learning	learning	NOUN
ajote-6762	284	17	.	.	PUNCT
ajote-6762	285	1	author	author	NOUN
ajote-6762	285	2	contribution	contribution	PROPN
ajote-6762	285	3	•	•	NUM
ajote-6762	285	4	ato	ato	PROPN
ajote-6762	285	5	kwamina	kwamina	PROPN
ajote-6762	285	6	arhin	arhin	PROPN
ajote-6762	285	7	:	:	PUNCT
ajote-6762	285	8	introduction	introduction	NOUN
ajote-6762	285	9	,	,	PUNCT
ajote-6762	285	10	literature	literature	PROPN
ajote-6762	285	11	review	review	PROPN
ajote-6762	285	12	,	,	PUNCT
ajote-6762	285	13	data	datum	NOUN
ajote-6762	285	14	analysis	analysis	NOUN
ajote-6762	285	15	,	,	PUNCT
ajote-6762	285	16	discussion	discussion	NOUN
ajote-6762	285	17	,	,	PUNCT
ajote-6762	285	18	and	and	CCONJ
ajote-6762	285	19	conclusion	conclusion	NOUN
ajote-6762	285	20	.	.	PUNCT
ajote-6762	286	1	•	•	NUM
ajote-6762	286	2	jonathan	jonathan	PROPN
ajote-6762	286	3	essuman	essuman	PROPN
ajote-6762	286	4	:	:	PUNCT
ajote-6762	286	5	literature	literature	PROPN
ajote-6762	286	6	review	review	PROPN
ajote-6762	286	7	,	,	PUNCT
ajote-6762	286	8	methodology	methodology	NOUN
ajote-6762	286	9	and	and	CCONJ
ajote-6762	286	10	conclusion	conclusion	NOUN
ajote-6762	286	11	.	.	PUNCT
ajote-6762	287	1	•	•	NUM
ajote-6762	287	2	ekua	ekua	NOUN
ajote-6762	287	3	arhin	arhin	NOUN
ajote-6762	287	4	:	:	PUNCT
ajote-6762	287	5	data	datum	NOUN
ajote-6762	287	6	analysis	analysis	NOUN
ajote-6762	287	7	,	,	PUNCT
ajote-6762	287	8	discussion	discussion	NOUN
ajote-6762	287	9	and	and	CCONJ
ajote-6762	287	10	conclusion	conclusion	NOUN
ajote-6762	287	11	.	.	PUNCT
ajote-6762	288	1	references	reference	NOUN
ajote-6762	288	2	alderson	alderson	PROPN
ajote-6762	288	3	,	,	PUNCT
ajote-6762	288	4	j.	j.	PROPN
ajote-6762	288	5	c.	c.	PROPN
ajote-6762	288	6	(	(	PUNCT
ajote-6762	288	7	2000	2000	NUM
ajote-6762	288	8	)	)	PUNCT
ajote-6762	288	9	.	.	PUNCT
ajote-6762	289	1	assessing	assess	VERB
ajote-6762	289	2	reading	reading	NOUN
ajote-6762	289	3	.	.	PUNCT
ajote-6762	290	1	cambridge	cambridge	PROPN
ajote-6762	290	2	:	:	PUNCT
ajote-6762	290	3	cambridge	cambridge	PROPN
ajote-6762	290	4	university	university	PROPN
ajote-6762	290	5	press	press	NOUN
ajote-6762	290	6	.	.	PUNCT
ajote-6762	291	1	case	case	NOUN
ajote-6762	291	2	,	,	PUNCT
ajote-6762	291	3	s.	s.	PROPN
ajote-6762	291	4	m.	m.	PROPN
ajote-6762	291	5	,	,	PUNCT
ajote-6762	291	6	&	&	CCONJ
ajote-6762	291	7	swanson	swanson	PROPN
ajote-6762	291	8	,	,	PUNCT
ajote-6762	291	9	d.	d.	PROPN
ajote-6762	291	10	b.	b.	PROPN
ajote-6762	291	11	(	(	PUNCT
ajote-6762	291	12	2002	2002	NUM
ajote-6762	291	13	)	)	PUNCT
ajote-6762	291	14	.	.	PUNCT
ajote-6762	292	1	constructing	construct	VERB
ajote-6762	292	2	written	write	VERB
ajote-6762	292	3	test	test	NOUN
ajote-6762	292	4	questions	question	NOUN
ajote-6762	292	5	for	for	ADP
ajote-6762	292	6	the	the	DET
ajote-6762	292	7	basic	basic	ADJ
ajote-6762	292	8	and	and	CCONJ
ajote-6762	292	9	clinical	clinical	ADJ
ajote-6762	292	10	sciences	science	NOUN
ajote-6762	292	11	.	.	PUNCT
ajote-6762	293	1	(	(	PUNCT
ajote-6762	293	2	3rd	3rd	ADJ
ajote-6762	293	3	ed	ed	NOUN
ajote-6762	293	4	.	.	PUNCT
ajote-6762	293	5	)	)	PUNCT
ajote-6762	293	6	.	.	PUNCT
ajote-6762	294	1	philadelphia	philadelphia	PROPN
ajote-6762	294	2	:	:	PUNCT
ajote-6762	294	3	national	national	PROPN
ajote-6762	294	4	board	board	PROPN
ajote-6762	294	5	of	of	ADP
ajote-6762	294	6	medical	medical	ADJ
ajote-6762	294	7	examiners	examiner	NOUN
ajote-6762	294	8	;	;	PUNCT
ajote-6762	294	9	p.	p.	NOUN
ajote-6762	294	10	31	31	NUM
ajote-6762	294	11	–	–	PUNCT
ajote-6762	294	12	66	66	NUM
ajote-6762	294	13	.	.	PUNCT
ajote-6762	295	1	http://www.nbme.org/publications/item-writing-manual.html	http://www.nbme.org/publications/item-writing-manual.html	PROPN
ajote-6762	295	2	.	.	PUNCT
ajote-6762	295	3	dudycha	dudycha	PROPN
ajote-6762	295	4	,	,	PUNCT
ajote-6762	295	5	a.	a.	PROPN
ajote-6762	295	6	l.	l.	PROPN
ajote-6762	295	7	,	,	PUNCT
ajote-6762	295	8	&	&	CCONJ
ajote-6762	295	9	carpenter	carpenter	PROPN
ajote-6762	295	10	,	,	PUNCT
ajote-6762	295	11	j.	j.	PROPN
ajote-6762	295	12	b.	b.	PROPN
ajote-6762	295	13	(	(	PUNCT
ajote-6762	295	14	1973	1973	NUM
ajote-6762	295	15	)	)	PUNCT
ajote-6762	295	16	.	.	PUNCT
ajote-6762	296	1	effects	effect	NOUN
ajote-6762	296	2	of	of	ADP
ajote-6762	296	3	item	item	NOUN
ajote-6762	296	4	format	format	NOUN
ajote-6762	296	5	on	on	ADP
ajote-6762	296	6	item	item	NOUN
ajote-6762	296	7	discrimination	discrimination	NOUN
ajote-6762	296	8	and	and	CCONJ
ajote-6762	296	9	difficulty	difficulty	NOUN
ajote-6762	296	10	.	.	PUNCT
ajote-6762	297	1	journal	journal	PROPN
ajote-6762	297	2	of	of	ADP
ajote-6762	297	3	applied	apply	VERB
ajote-6762	297	4	p	p	PROPN
ajote-6762	297	5	s	s	PROPN
ajote-6762	297	6	y	y	NOUN
ajote-6762	297	7	c	c	NOUN
ajote-6762	297	8	h	h	NOUN
ajote-6762	298	1	o	o	NOUN
ajote-6762	298	2	l	l	NOUN
ajote-6762	299	1	o	o	X
ajote-6762	299	2	g	g	PROPN
ajote-6762	299	3	y	y	PROPN
ajote-6762	299	4	,	,	PUNCT
ajote-6762	299	5	58	58	NUM
ajote-6762	299	6	,	,	PUNCT
ajote-6762	299	7	116	116	NUM
ajote-6762	299	8	-	-	SYM
ajote-6762	299	9	121	121	NUM
ajote-6762	299	10	.	.	PUNCT
ajote-6762	300	1	downing	down	VERB
ajote-6762	300	2	,	,	PUNCT
ajote-6762	300	3	s.	s.	PROPN
ajote-6762	300	4	m.	m.	PROPN
ajote-6762	300	5	(	(	PUNCT
ajote-6762	300	6	2002	2002	NUM
ajote-6762	300	7	)	)	PUNCT
ajote-6762	300	8	.	.	PUNCT
ajote-6762	301	1	construct	construct	VERB
ajote-6762	301	2	-	-	PUNCT
ajote-6762	301	3	irrelevant	irrelevant	ADJ
ajote-6762	301	4	variance	variance	NOUN
ajote-6762	301	5	and	and	CCONJ
ajote-6762	301	6	flawed	flawed	ADJ
ajote-6762	301	7	test	test	NOUN
ajote-6762	301	8	questions	question	NOUN
ajote-6762	301	9	:	:	PUNCT
ajote-6762	301	10	do	do	VERB
ajote-6762	301	11	multiple	multiple	ADJ
ajote-6762	301	12	-choice	-choice	NOUN
ajote-6762	301	13	item	item	NOUN
ajote-6762	301	14	writing	write	VERB
ajote-6762	301	15	principles	principle	NOUN
ajote-6762	301	16	make	make	VERB
ajote-6762	301	17	any	any	DET
ajote-6762	301	18	difference	difference	NOUN
ajote-6762	301	19	?	?	PUNCT
ajote-6762	302	1	academic	academic	ADJ
ajote-6762	302	2	medicine	medicine	NOUN
ajote-6762	302	3	77	77	NUM
ajote-6762	302	4	,	,	PUNCT
ajote-6762	302	5	103–104	103–104	NUM
ajote-6762	302	6	.	.	PUNCT
ajote-6762	303	1	downing	downing	NOUN
ajote-6762	303	2	,	,	PUNCT
ajote-6762	303	3	s.m	s.m	PROPN
ajote-6762	303	4	.	.	PROPN
ajote-6762	303	5	(	(	PUNCT
ajote-6762	303	6	2005	2005	NUM
ajote-6762	303	7	)	)	PUNCT
ajote-6762	303	8	.	.	PUNCT
ajote-6762	304	1	the	the	DET
ajote-6762	304	2	effects	effect	NOUN
ajote-6762	304	3	of	of	ADP
ajote-6762	304	4	violating	violate	VERB
ajote-6762	304	5	standard	standard	ADJ
ajote-6762	304	6	item	item	NOUN
ajote-6762	304	7	writing	write	VERB
ajote-6762	304	8	principles	principle	NOUN
ajote-6762	304	9	on	on	ADP
ajote-6762	304	10	tests	test	NOUN
ajote-6762	304	11	and	and	CCONJ
ajote-6762	304	12	students	student	NOUN
ajote-6762	304	13	:	:	PUNCT
ajote-6762	304	14	the	the	DET
ajote-6762	304	15	consequences	consequence	NOUN
ajote-6762	304	16	of	of	ADP
ajote-6762	304	17	using	use	VERB
ajote-6762	304	18	flawed	flawed	ADJ
ajote-6762	304	19	test	test	NOUN
ajote-6762	304	20	items	item	NOUN
ajote-6762	304	21	on	on	ADP
ajote-6762	304	22	achievement	achievement	NOUN
ajote-6762	304	23	examinations	examination	NOUN
ajote-6762	304	24	in	in	ADP
ajote-6762	304	25	medical	medical	ADJ
ajote-6762	304	26	education	education	NOUN
ajote-6762	304	27	.	.	PUNCT
ajote-6762	305	1	advances	advance	NOUN
ajote-6762	305	2	in	in	ADP
ajote-6762	305	3	health	health	NOUN
ajote-6762	305	4	sciences	science	NOUN
ajote-6762	305	5	education	education	NOUN
ajote-6762	305	6	:	:	PUNCT
ajote-6762	305	7	theory	theory	NOUN
ajote-6762	305	8	and	and	CCONJ
ajote-6762	305	9	practice	practice	NOUN
ajote-6762	305	10	,	,	PUNCT
ajote-6762	305	11	10(2	10(2	NUM
ajote-6762	305	12	)	)	PUNCT
ajote-6762	305	13	,	,	PUNCT
ajote-6762	305	14	133–143	133–143	NUM
ajote-6762	305	15	.	.	PUNCT
ajote-6762	306	1	downing	downing	NOUN
ajote-6762	306	2	,	,	PUNCT
ajote-6762	306	3	s.	s.	PROPN
ajote-6762	306	4	m.	m.	PROPN
ajote-6762	306	5	(	(	PUNCT
ajote-6762	306	6	2006	2006	NUM
ajote-6762	306	7	)	)	PUNCT
ajote-6762	306	8	.	.	PUNCT
ajote-6762	307	1	twelve	twelve	NUM
ajote-6762	307	2	steps	step	NOUN
ajote-6762	307	3	for	for	ADP
ajote-6762	307	4	effective	effective	ADJ
ajote-6762	307	5	test	test	NOUN
ajote-6762	307	6	development	development	NOUN
ajote-6762	307	7	.	.	PUNCT
ajote-6762	308	1	in	in	ADP
ajote-6762	308	2	.	.	PUNCT
ajote-6762	309	1	s.	s.	PROPN
ajote-6762	309	2	m.	m.	PROPN
ajote-6762	309	3	downing	downing	PROPN
ajote-6762	309	4	&	&	CCONJ
ajote-6762	309	5	t.	t.	PROPN
ajote-6762	309	6	m	m	PROPN
ajote-6762	309	7	haladyna	haladyna	PROPN
ajote-6762	309	8	(	(	PUNCT
ajote-6762	309	9	eds	ed	NOUN
ajote-6762	309	10	.	.	PUNCT
ajote-6762	309	11	)	)	PUNCT
ajote-6762	309	12	,	,	PUNCT
ajote-6762	309	13	handbook	handbook	NOUN
ajote-6762	309	14	of	of	ADP
ajote-6762	309	15	test	test	NOUN
ajote-6762	309	16	development	development	NOUN
ajote-6762	309	17	(	(	PUNCT
ajote-6762	309	18	pp	pp	ADV
ajote-6762	309	19	.	.	PUNCT
ajote-6762	310	1	3–25	3–25	VERB
ajote-6762	310	2	)	)	PUNCT
ajote-6762	310	3	.	.	PUNCT
ajote-6762	311	1	mahwah	mahwah	PROPN
ajote-6762	311	2	,	,	PUNCT
ajote-6762	311	3	nj	nj	PROPN
ajote-6762	311	4	:	:	PUNCT
ajote-6762	311	5	lawrence	lawrence	PROPN
ajote-6762	311	6	erlbaum	erlbaum	PROPN
ajote-6762	311	7	associates	associates	PROPN
ajote-6762	311	8	.	.	PUNCT
ajote-6762	312	1	http://www.nbme.org/publications/item-writing-manual.html	http://www.nbme.org/publications/item-writing-manual.html	PROPN
ajote-6762	312	2	ato	ato	PROPN
ajote-6762	312	3	kwamina	kwamina	PROPN
ajote-6762	312	4	arhin	arhin	PROPN
ajote-6762	312	5	,	,	PUNCT
ajote-6762	312	6	jonathan	jonathan	PROPN
ajote-6762	312	7	essuman	essuman	PROPN
ajote-6762	312	8	,	,	PUNCT
ajote-6762	312	9	&	&	CCONJ
ajote-6762	312	10	ekua	ekua	PROPN
ajote-6762	312	11	arhin	arhin	PROPN
ajote-6762	312	12	ajote	ajote	PROPN
ajote-6762	312	13	vol.10	vol.10	NOUN
ajote-6762	312	14	no	no	INTJ
ajote-6762	312	15	.	.	NOUN
ajote-6762	312	16	2	2	NUM
ajote-6762	312	17	(	(	PUNCT
ajote-6762	312	18	2021	2021	NUM
ajote-6762	312	19	)	)	PUNCT
ajote-6762	312	20	,	,	PUNCT
ajote-6762	312	21	121	121	NUM
ajote-6762	312	22	-	-	SYM
ajote-6762	312	23	143	143	NUM
ajote-6762	312	24	138	138	NUM
ajote-6762	312	25	downing	downing	NOUN
ajote-6762	312	26	,	,	PUNCT
ajote-6762	312	27	s.	s.	PROPN
ajote-6762	312	28	m.	m.	PROPN
ajote-6762	312	29	,	,	PUNCT
ajote-6762	312	30	&	&	CCONJ
ajote-6762	312	31	haladyna	haladyna	NOUN
ajote-6762	312	32	,	,	PUNCT
ajote-6762	312	33	t.	t.	NOUN
ajote-6762	312	34	m.	m.	NOUN
ajote-6762	312	35	(	(	PUNCT
ajote-6762	312	36	1997	1997	NUM
ajote-6762	312	37	)	)	PUNCT
ajote-6762	312	38	.	.	PUNCT
ajote-6762	313	1	test	test	NOUN
ajote-6762	313	2	item	item	NOUN
ajote-6762	313	3	development	development	NOUN
ajote-6762	313	4	:	:	PUNCT
ajote-6762	313	5	validity	validity	NOUN
ajote-6762	313	6	evidence	evidence	NOUN
ajote-6762	313	7	from	from	ADP
ajote-6762	313	8	quality	quality	NOUN
ajote-6762	313	9	assurance	assurance	NOUN
ajote-6762	313	10	procedures	procedure	NOUN
ajote-6762	313	11	.	.	PUNCT
ajote-6762	314	1	applied	apply	VERB
ajote-6762	314	2	measurement	measurement	NOUN
ajote-6762	314	3	in	in	ADP
ajote-6762	314	4	education	education	NOUN
ajote-6762	314	5	,	,	PUNCT
ajote-6762	314	6	10	10	NUM
ajote-6762	314	7	,	,	PUNCT
ajote-6762	314	8	61	61	NUM
ajote-6762	314	9	-	-	SYM
ajote-6762	314	10	82	82	NUM
ajote-6762	314	11	.	.	PUNCT
ajote-6762	315	1	http://dx.doi.org/10.1207/s15324818ame1001_4	http://dx.doi.org/10.1207/s15324818ame1001_4	PROPN
ajote-6762	315	2	ebel	ebel	PROPN
ajote-6762	315	3	,	,	PUNCT
ajote-6762	315	4	r.	r.	PROPN
ajote-6762	315	5	l.	l.	PROPN
ajote-6762	315	6	,	,	PUNCT
ajote-6762	315	7	&	&	CCONJ
ajote-6762	315	8	frisbie	frisbie	PROPN
ajote-6762	315	9	,	,	PUNCT
ajote-6762	315	10	d.	d.	PROPN
ajote-6762	315	11	a.	a.	PROPN
ajote-6762	315	12	(	(	PUNCT
ajote-6762	315	13	1991	1991	NUM
ajote-6762	315	14	)	)	PUNCT
ajote-6762	315	15	.	.	PUNCT
ajote-6762	316	1	essentials	essential	NOUN
ajote-6762	316	2	of	of	ADP
ajote-6762	316	3	educational	educational	ADJ
ajote-6762	316	4	measurement	measurement	NOUN
ajote-6762	316	5	(	(	PUNCT
ajote-6762	316	6	5th	5th	ADJ
ajote-6762	316	7	ed	ed	NOUN
ajote-6762	316	8	.	.	PUNCT
ajote-6762	316	9	)	)	PUNCT
ajote-6762	317	1	englewood	englewood	PROPN
ajote-6762	317	2	cliffs	cliffs	PROPN
ajote-6762	317	3	,	,	PUNCT
ajote-6762	317	4	nj	nj	PROPN
ajote-6762	317	5	:	:	PUNCT
ajote-6762	317	6	prentice	prentice	NOUN
ajote-6762	317	7	-	-	PUNCT
ajote-6762	317	8	hall	hall	NOUN
ajote-6762	317	9	.	.	PUNCT
ajote-6762	318	1	frederiksen	frederiksen	ADJ
ajote-6762	318	2	,	,	PUNCT
ajote-6762	318	3	n.	n.	NOUN
ajote-6762	318	4	(	(	PUNCT
ajote-6762	318	5	1984	1984	NUM
ajote-6762	318	6	)	)	PUNCT
ajote-6762	318	7	.	.	PUNCT
ajote-6762	319	1	the	the	DET
ajote-6762	319	2	real	real	ADJ
ajote-6762	319	3	test	test	NOUN
ajote-6762	319	4	bias	bias	NOUN
ajote-6762	319	5	:	:	PUNCT
ajote-6762	319	6	influences	influence	NOUN
ajote-6762	319	7	of	of	ADP
ajote-6762	319	8	testing	testing	NOUN
ajote-6762	319	9	on	on	ADP
ajote-6762	319	10	teaching	teaching	NOUN
ajote-6762	319	11	and	and	CCONJ
ajote-6762	319	12	learning	learning	NOUN
ajote-6762	319	13	.	.	PUNCT
ajote-6762	320	1	american	american	ADJ
ajote-6762	320	2	psychologist	psychologist	NOUN
ajote-6762	320	3	,	,	PUNCT
ajote-6762	320	4	39	39	NUM
ajote-6762	320	5	,	,	PUNCT
ajote-6762	320	6	193	193	NUM
ajote-6762	320	7	-	-	SYM
ajote-6762	320	8	202	202	NUM
ajote-6762	320	9	haladyna	haladyna	NOUN
ajote-6762	320	10	,	,	PUNCT
ajote-6762	320	11	t.	t.	NOUN
ajote-6762	320	12	m.	m.	NOUN
ajote-6762	320	13	(	(	PUNCT
ajote-6762	320	14	1999	1999	NUM
ajote-6762	320	15	)	)	PUNCT
ajote-6762	320	16	.	.	PUNCT
ajote-6762	321	1	when	when	SCONJ
ajote-6762	321	2	should	should	AUX
ajote-6762	321	3	we	we	PRON
ajote-6762	321	4	use	use	VERB
ajote-6762	321	5	a	a	DET
ajote-6762	321	6	multiple	multiple	ADJ
ajote-6762	321	7	-	-	PUNCT
ajote-6762	321	8	choice	choice	NOUN
ajote-6762	321	9	format	format	NOUN
ajote-6762	321	10	?	?	PUNCT
ajote-6762	322	1	paper	paper	NOUN
ajote-6762	322	2	presented	present	VERB
ajote-6762	322	3	at	at	ADP
ajote-6762	322	4	the	the	DET
ajote-6762	322	5	annual	annual	ADJ
ajote-6762	322	6	meeting	meeting	NOUN
ajote-6762	322	7	of	of	ADP
ajote-6762	322	8	the	the	DET
ajote-6762	322	9	american	american	PROPN
ajote-6762	322	10	educational	educational	PROPN
ajote-6762	322	11	research	research	PROPN
ajote-6762	322	12	association	association	PROPN
ajote-6762	322	13	,	,	PUNCT
ajote-6762	322	14	montreal	montreal	PROPN
ajote-6762	322	15	canada	canada	PROPN
ajote-6762	322	16	.	.	PUNCT
ajote-6762	323	1	haladyna	haladyna	PROPN
ajote-6762	323	2	,	,	PUNCT
ajote-6762	323	3	t.m	t.m	PROPN
ajote-6762	323	4	&	&	CCONJ
ajote-6762	323	5	downing	downing	PROPN
ajote-6762	323	6	,	,	PUNCT
ajote-6762	323	7	s.m	s.m	PROPN
ajote-6762	323	8	.	.	PROPN
ajote-6762	323	9	(	(	PUNCT
ajote-6762	323	10	1989	1989	NUM
ajote-6762	323	11	)	)	PUNCT
ajote-6762	323	12	.	.	PUNCT
ajote-6762	324	1	validity	validity	NOUN
ajote-6762	324	2	of	of	ADP
ajote-6762	324	3	a	a	DET
ajote-6762	324	4	taxonomy	taxonomy	NOUN
ajote-6762	324	5	of	of	ADP
ajote-6762	324	6	multiple	multiple	ADJ
ajote-6762	324	7	-	-	PUNCT
ajote-6762	324	8	choice	choice	NOUN
ajote-6762	324	9	item	item	NOUN
ajote-6762	324	10	writing	write	VERB
ajote-6762	324	11	rules	rule	NOUN
ajote-6762	324	12	.	.	PUNCT
ajote-6762	325	1	applied	apply	VERB
ajote-6762	325	2	measurement	measurement	NOUN
ajote-6762	325	3	in	in	ADP
ajote-6762	325	4	education	education	NOUN
ajote-6762	325	5	,	,	PUNCT
ajote-6762	325	6	2:1	2:1	NUM
ajote-6762	325	7	,	,	PUNCT
ajote-6762	325	8	51	51	NUM
ajote-6762	325	9	-	-	SYM
ajote-6762	325	10	78	78	NUM
ajote-6762	325	11	,	,	PUNCT
ajote-6762	325	12	http://dx.doi.org/10.1207/s15324818ame2014_4	http://dx.doi.org/10.1207/s15324818ame2014_4	X
ajote-6762	325	13	haladyna	haladyna	NOUN
ajote-6762	325	14	,	,	PUNCT
ajote-6762	325	15	t.	t.	NOUN
ajote-6762	325	16	m.	m.	NOUN
ajote-6762	325	17	(	(	PUNCT
ajote-6762	325	18	2004	2004	NUM
ajote-6762	325	19	)	)	PUNCT
ajote-6762	325	20	.	.	PUNCT
ajote-6762	326	1	developing	develop	VERB
ajote-6762	326	2	and	and	CCONJ
ajote-6762	326	3	validating	validate	VERB
ajote-6762	326	4	multiple	multiple	ADJ
ajote-6762	326	5	-	-	PUNCT
ajote-6762	326	6	choice	choice	NOUN
ajote-6762	326	7	test	test	NOUN
ajote-6762	326	8	items	item	NOUN
ajote-6762	326	9	(	(	PUNCT
ajote-6762	326	10	3rd	3rd	ADJ
ajote-6762	326	11	ed	ed	NOUN
ajote-6762	326	12	.	.	PUNCT
ajote-6762	326	13	)	)	PUNCT
ajote-6762	326	14	.	.	PUNCT
ajote-6762	327	1	mahwah	mahwah	PROPN
ajote-6762	327	2	,	,	PUNCT
ajote-6762	327	3	nj	nj	PROPN
ajote-6762	327	4	:	:	PUNCT
ajote-6762	327	5	lawrence	lawrence	PROPN
ajote-6762	327	6	erlbaum	erlbaum	PROPN
ajote-6762	327	7	.	.	PUNCT
ajote-6762	328	1	haladyna	haladyna	NOUN
ajote-6762	328	2	,	,	PUNCT
ajote-6762	328	3	t.	t.	NOUN
ajote-6762	328	4	m.	m.	NOUN
ajote-6762	328	5	,	,	PUNCT
ajote-6762	328	6	downing	downing	PROPN
ajote-6762	328	7	,	,	PUNCT
ajote-6762	328	8	s.	s.	PROPN
ajote-6762	328	9	m.	m.	PROPN
ajote-6762	328	10	,	,	PUNCT
ajote-6762	328	11	&	&	CCONJ
ajote-6762	328	12	rodriguez	rodriguez	PROPN
ajote-6762	328	13	,	,	PUNCT
ajote-6762	328	14	m.	m.	NOUN
ajote-6762	328	15	c.	c.	PROPN
ajote-6762	328	16	(	(	PUNCT
ajote-6762	328	17	2002	2002	NUM
ajote-6762	328	18	)	)	PUNCT
ajote-6762	328	19	.	.	PUNCT
ajote-6762	329	1	a	a	DET
ajote-6762	329	2	review	review	NOUN
ajote-6762	329	3	of	of	ADP
ajote-6762	329	4	multiple	multiple	ADJ
ajote-6762	329	5	-	-	PUNCT
ajote-6762	329	6	choice	choice	NOUN
ajote-6762	329	7	item	item	NOUN
ajote-6762	329	8	-	-	PUNCT
ajote-6762	329	9	writing	write	VERB
ajote-6762	329	10	guidelines	guideline	NOUN
ajote-6762	329	11	for	for	ADP
ajote-6762	329	12	classroom	classroom	NOUN
ajote-6762	329	13	assessment	assessment	NOUN
ajote-6762	329	14	.	.	PUNCT
ajote-6762	330	1	applied	apply	VERB
ajote-6762	330	2	measurement	measurement	NOUN
ajote-6762	330	3	in	in	ADP
ajote-6762	330	4	education	education	NOUN
ajote-6762	330	5	,	,	PUNCT
ajote-6762	330	6	15	15	NUM
ajote-6762	330	7	,	,	PUNCT
ajote-6762	330	8	309	309	NUM
ajote-6762	330	9	-	-	SYM
ajote-6762	330	10	344	344	NUM
ajote-6762	330	11	.	.	PUNCT
ajote-6762	331	1	http://dx.doi.org/10.1207/s15324818ame1503_5	http://dx.doi.org/10.1207/s15324818ame1503_5	VERB
ajote-6762	331	2	haladyna	haladyna	NOUN
ajote-6762	331	3	,	,	PUNCT
ajote-6762	331	4	t.	t.	NOUN
ajote-6762	331	5	m.	m.	NOUN
ajote-6762	331	6	,	,	PUNCT
ajote-6762	331	7	&	&	CCONJ
ajote-6762	331	8	downing	downing	PROPN
ajote-6762	331	9	,	,	PUNCT
ajote-6762	331	10	s.	s.	PROPN
ajote-6762	331	11	m.	m.	PROPN
ajote-6762	331	12	(	(	PUNCT
ajote-6762	331	13	2004	2004	NUM
ajote-6762	331	14	)	)	PUNCT
ajote-6762	331	15	.	.	PUNCT
ajote-6762	332	1	construct	construct	VERB
ajote-6762	332	2	-	-	PUNCT
ajote-6762	332	3	irrelevant	irrelevant	ADJ
ajote-6762	332	4	variance	variance	NOUN
ajote-6762	332	5	in	in	ADP
ajote-6762	332	6	high	high	ADJ
ajote-6762	332	7	-	-	PUNCT
ajote-6762	332	8	stakes	stake	NOUN
ajote-6762	332	9	testing	testing	NOUN
ajote-6762	332	10	.	.	PUNCT
ajote-6762	333	1	educational	educational	ADJ
ajote-6762	333	2	measurement	measurement	NOUN
ajote-6762	333	3	:	:	PUNCT
ajote-6762	333	4	issues	issue	NOUN
ajote-6762	333	5	and	and	CCONJ
ajote-6762	333	6	practice	practice	NOUN
ajote-6762	333	7	,	,	PUNCT
ajote-6762	333	8	23(1	23(1	NUM
ajote-6762	333	9	)	)	PUNCT
ajote-6762	333	10	,	,	PUNCT
ajote-6762	333	11	17–27	17–27	NUM
ajote-6762	333	12	.	.	PUNCT
ajote-6762	333	13	haladyna	haladyna	NOUN
ajote-6762	333	14	,	,	PUNCT
ajote-6762	333	15	t.	t.	NOUN
ajote-6762	333	16	m.	m.	NOUN
ajote-6762	333	17	,	,	PUNCT
ajote-6762	333	18	&	&	CCONJ
ajote-6762	333	19	rodriguez	rodriguez	PROPN
ajote-6762	333	20	,	,	PUNCT
ajote-6762	333	21	m.	m.	NOUN
ajote-6762	333	22	c.	c.	PROPN
ajote-6762	333	23	(	(	PUNCT
ajote-6762	333	24	2013	2013	NUM
ajote-6762	333	25	)	)	PUNCT
ajote-6762	333	26	.	.	PUNCT
ajote-6762	334	1	developing	develop	VERB
ajote-6762	334	2	and	and	CCONJ
ajote-6762	334	3	validating	validate	VERB
ajote-6762	334	4	test	test	NOUN
ajote-6762	334	5	items	item	NOUN
ajote-6762	334	6	.	.	PUNCT
ajote-6762	335	1	new	new	PROPN
ajote-6762	335	2	york	york	PROPN
ajote-6762	335	3	,	,	PUNCT
ajote-6762	335	4	ny	ny	PROPN
ajote-6762	335	5	:	:	PUNCT
ajote-6762	335	6	routledge	routledge	PROPN
ajote-6762	335	7	.	.	PUNCT
ajote-6762	335	8	haladyna	haladyna	PROPN
ajote-6762	335	9	,	,	PUNCT
ajote-6762	335	10	t.	t.	PROPN
ajote-6762	335	11	m.	m.	PROPN
ajote-6762	335	12	&	&	CCONJ
ajote-6762	335	13	downing	downing	PROPN
ajote-6762	335	14	,	,	PUNCT
ajote-6762	335	15	s.	s.	PROPN
ajote-6762	335	16	m.	m.	PROPN
ajote-6762	335	17	(	(	PUNCT
ajote-6762	335	18	2004	2004	NUM
ajote-6762	335	19	)	)	PUNCT
ajote-6762	335	20	.	.	PUNCT
ajote-6762	336	1	construct	construct	VERB
ajote-6762	336	2	-	-	PUNCT
ajote-6762	336	3	irrelevant	irrelevant	ADJ
ajote-6762	336	4	variance	variance	NOUN
ajote-6762	336	5	in	in	ADP
ajote-6762	336	6	high	high	ADJ
ajote-6762	336	7	-	-	PUNCT
ajote-6762	336	8	stakes	stake	NOUN
ajote-6762	336	9	testing	testing	NOUN
ajote-6762	336	10	.	.	PUNCT
ajote-6762	337	1	educational	educational	ADJ
ajote-6762	337	2	measurement	measurement	NOUN
ajote-6762	337	3	:	:	PUNCT
ajote-6762	337	4	issues	issue	NOUN
ajote-6762	337	5	and	and	CCONJ
ajote-6762	337	6	practice	practice	NOUN
ajote-6762	337	7	harasym	harasym	NOUN
ajote-6762	337	8	,	,	PUNCT
ajote-6762	337	9	p.	p.	PROPN
ajote-6762	337	10	h.	h.	PROPN
ajote-6762	337	11	,	,	PUNCT
ajote-6762	337	12	doran	doran	PROPN
ajote-6762	337	13	,	,	PUNCT
ajote-6762	337	14	m.	m.	NOUN
ajote-6762	337	15	l.	l.	PROPN
ajote-6762	337	16	,	,	PUNCT
ajote-6762	337	17	brant	brant	NOUN
ajote-6762	337	18	,	,	PUNCT
ajote-6762	337	19	r.	r.	PROPN
ajote-6762	337	20	,	,	PUNCT
ajote-6762	337	21	&	&	CCONJ
ajote-6762	337	22	lorscheider	lorscheider	PROPN
ajote-6762	337	23	,	,	PUNCT
ajote-6762	337	24	f.	f.	PROPN
ajote-6762	337	25	l.	l.	PROPN
ajote-6762	337	26	(	(	PUNCT
ajote-6762	337	27	1992	1992	NUM
ajote-6762	337	28	)	)	PUNCT
ajote-6762	337	29	.	.	PUNCT
ajote-6762	338	1	negation	negation	NOUN
ajote-6762	338	2	in	in	ADP
ajote-6762	338	3	stems	stem	NOUN
ajote-6762	338	4	of	of	ADP
ajote-6762	338	5	single	single	ADJ
ajote-6762	338	6	-	-	PUNCT
ajote-6762	338	7	response	response	NOUN
ajote-6762	338	8	multiple	multiple	ADJ
ajote-6762	338	9	-	-	PUNCT
ajote-6762	338	10	choice	choice	NOUN
ajote-6762	338	11	items	item	NOUN
ajote-6762	338	12	.	.	PUNCT
ajote-6762	339	1	evaluation	evaluation	NOUN
ajote-6762	339	2	and	and	CCONJ
ajote-6762	339	3	the	the	DET
ajote-6762	339	4	health	health	NOUN
ajote-6762	339	5	professions	profession	NOUN
ajote-6762	339	6	,	,	PUNCT
ajote-6762	339	7	16(3	16(3	NOUN
ajote-6762	339	8	)	)	PUNCT
ajote-6762	339	9	,	,	PUNCT
ajote-6762	339	10	342–357	342–357	NUM
ajote-6762	339	11	.	.	PUNCT
ajote-6762	340	1	http://doi:10.1177/016327879201500205	http://doi:10.1177/016327879201500205	NOUN
ajote-6762	340	2	jozefowicz	jozefowicz	NOUN
ajote-6762	340	3	,	,	PUNCT
ajote-6762	340	4	r.	r.	PROPN
ajote-6762	340	5	f.	f.	PROPN
ajote-6762	340	6	,	,	PUNCT
ajote-6762	340	7	koeppen	koeppen	PROPN
ajote-6762	340	8	,	,	PUNCT
ajote-6762	340	9	b.	b.	PROPN
ajote-6762	340	10	m.	m.	PROPN
ajote-6762	340	11	,	,	PUNCT
ajote-6762	340	12	case	case	NOUN
ajote-6762	340	13	,	,	PUNCT
ajote-6762	340	14	s.	s.	PROPN
ajote-6762	340	15	,	,	PUNCT
ajote-6762	340	16	galbraith	galbraith	PROPN
ajote-6762	340	17	,	,	PUNCT
ajote-6762	340	18	r.	r.	PROPN
ajote-6762	340	19	,	,	PUNCT
ajote-6762	340	20	swanson	swanson	PROPN
ajote-6762	340	21	,	,	PUNCT
ajote-6762	340	22	d.	d.	PROPN
ajote-6762	340	23	,	,	PUNCT
ajote-6762	340	24	&	&	CCONJ
ajote-6762	340	25	glew	glew	PROPN
ajote-6762	340	26	,	,	PUNCT
ajote-6762	340	27	r.	r.	PROPN
ajote-6762	340	28	h.	h.	PROPN
ajote-6762	340	29	(	(	PUNCT
ajote-6762	340	30	2002	2002	NUM
ajote-6762	340	31	)	)	PUNCT
ajote-6762	340	32	.	.	PUNCT
ajote-6762	341	1	http://dx.doi.org/10.1207/s15324818ame1001_4	http://dx.doi.org/10.1207/s15324818ame1001_4	PROPN
ajote-6762	341	2	http://dx.doi.org/10.1207/s15324818ame2014_4	http://dx.doi.org/10.1207/s15324818ame2014_4	PUNCT
ajote-6762	342	1	http://dx.doi.org/10.1207/s15324818ame1503_5	http://dx.doi.org/10.1207/s15324818ame1503_5	VERB
ajote-6762	343	1	analysis	analysis	NOUN
ajote-6762	343	2	of	of	ADP
ajote-6762	343	3	item	item	NOUN
ajote-6762	343	4	writing	write	VERB
ajote-6762	343	5	flaws	flaw	NOUN
ajote-6762	343	6	in	in	ADP
ajote-6762	343	7	a	a	DET
ajote-6762	343	8	communications	communication	NOUN
ajote-6762	343	9	skills	skill	NOUN
ajote-6762	343	10	test	test	NOUN
ajote-6762	343	11	in	in	ADP
ajote-6762	343	12	a	a	DET
ajote-6762	343	13	ghanaian	ghanaian	ADJ
ajote-6762	343	14	university	university	NOUN
ajote-6762	343	15	ajote	ajote	NOUN
ajote-6762	343	16	vol.10	vol.10	NOUN
ajote-6762	343	17	no	no	INTJ
ajote-6762	343	18	.	.	NOUN
ajote-6762	343	19	2	2	NUM
ajote-6762	343	20	(	(	PUNCT
ajote-6762	343	21	2021	2021	NUM
ajote-6762	343	22	)	)	PUNCT
ajote-6762	343	23	,	,	PUNCT
ajote-6762	343	24	121	121	NUM
ajote-6762	343	25	-	-	SYM
ajote-6762	343	26	143	143	NUM
ajote-6762	343	27	139	139	NUM
ajote-6762	343	28	the	the	DET
ajote-6762	343	29	quality	quality	NOUN
ajote-6762	343	30	of	of	ADP
ajote-6762	343	31	in	in	ADP
ajote-6762	343	32	-	-	PUNCT
ajote-6762	343	33	house	house	NOUN
ajote-6762	343	34	medical	medical	ADJ
ajote-6762	343	35	examinations	examination	NOUN
ajote-6762	343	36	.	.	PUNCT
ajote-6762	344	1	academic	academic	ADJ
ajote-6762	344	2	medicine	medicine	NOUN
ajote-6762	344	3	,	,	PUNCT
ajote-6762	344	4	77	77	NUM
ajote-6762	344	5	,	,	PUNCT
ajote-6762	344	6	156	156	NUM
ajote-6762	344	7	-	-	SYM
ajote-6762	344	8	161	161	NUM
ajote-6762	344	9	.	.	PUNCT
ajote-6762	345	1	http://dx.doi.org/10.1097/00001888-200202000-00016	http://dx.doi.org/10.1097/00001888-200202000-00016	PROPN
ajote-6762	345	2	lane	lane	NOUN
ajote-6762	345	3	,	,	PUNCT
ajote-6762	345	4	s.	s.	PROPN
ajote-6762	345	5	,	,	PUNCT
ajote-6762	345	6	raymond	raymond	PROPN
ajote-6762	345	7	,	,	PUNCT
ajote-6762	345	8	m.	m.	PROPN
ajote-6762	345	9	r.	r.	PROPN
ajote-6762	345	10	,	,	PUNCT
ajote-6762	345	11	haladyna	haladyna	NOUN
ajote-6762	345	12	,	,	PUNCT
ajote-6762	345	13	t.	t.	NOUN
ajote-6762	345	14	m.	m.	NOUN
ajote-6762	345	15	,	,	PUNCT
ajote-6762	345	16	&	&	CCONJ
ajote-6762	345	17	downing	downing	PROPN
ajote-6762	345	18	,	,	PUNCT
ajote-6762	345	19	s.	s.	PROPN
ajote-6762	345	20	m.	m.	PROPN
ajote-6762	345	21	,	,	PUNCT
ajote-6762	345	22	test	test	NOUN
ajote-6762	345	23	development	development	NOUN
ajote-6762	345	24	process	process	NOUN
ajote-6762	345	25	.	.	PUNCT
ajote-6762	346	1	in	in	ADP
ajote-6762	346	2	s.	s.	PROPN
ajote-6762	346	3	lane	lane	PROPN
ajote-6762	346	4	.	.	PROPN
ajote-6762	346	5	,	,	PUNCT
ajote-6762	346	6	m.	m.	PROPN
ajote-6762	346	7	r.	r.	PROPN
ajote-6762	346	8	raymond	raymond	PROPN
ajote-6762	346	9	.	.	PROPN
ajote-6762	346	10	,	,	PUNCT
ajote-6762	346	11	&	&	CCONJ
ajote-6762	346	12	t.	t.	PROPN
ajote-6762	346	13	m.	m.	NOUN
ajote-6762	346	14	haladyna	haladyna	PROPN
ajote-6762	346	15	(	(	PUNCT
ajote-6762	346	16	eds	ed	NOUN
ajote-6762	346	17	)	)	PUNCT
ajote-6762	346	18	,	,	PUNCT
ajote-6762	346	19	handbook	handbook	NOUN
ajote-6762	346	20	of	of	ADP
ajote-6762	346	21	test	test	NOUN
ajote-6762	346	22	development	development	NOUN
ajote-6762	346	23	(	(	PUNCT
ajote-6762	346	24	pp	pp	ADJ
ajote-6762	346	25	.	.	PUNCT
ajote-6762	346	26	3	3	NUM
ajote-6762	346	27	-	-	SYM
ajote-6762	346	28	18	18	NUM
ajote-6762	346	29	)	)	PUNCT
ajote-6762	346	30	.	.	PUNCT
ajote-6762	347	1	new	new	PROPN
ajote-6762	347	2	york	york	PROPN
ajote-6762	347	3	:	:	PUNCT
ajote-6762	347	4	routledge	routledge	PROPN
ajote-6762	347	5	,	,	PUNCT
ajote-6762	347	6	2016	2016	NUM
ajote-6762	347	7	.	.	PUNCT
ajote-6762	347	8	mckeachie	mckeachie	NOUN
ajote-6762	347	9	,	,	PUNCT
ajote-6762	347	10	w.	w.	PROPN
ajote-6762	347	11	j.	j.	PROPN
ajote-6762	347	12	(	(	PUNCT
ajote-6762	347	13	1999	1999	NUM
ajote-6762	347	14	)	)	PUNCT
ajote-6762	347	15	.	.	PUNCT
ajote-6762	348	1	teaching	teach	VERB
ajote-6762	348	2	tips	tip	NOUN
ajote-6762	348	3	:	:	PUNCT
ajote-6762	348	4	strategies	strategy	NOUN
ajote-6762	348	5	,	,	PUNCT
ajote-6762	348	6	research	research	NOUN
ajote-6762	348	7	,	,	PUNCT
ajote-6762	348	8	and	and	CCONJ
ajote-6762	348	9	theory	theory	NOUN
ajote-6762	348	10	for	for	ADP
ajote-6762	348	11	college	college	NOUN
ajote-6762	348	12	and	and	CCONJ
ajote-6762	348	13	university	university	NOUN
ajote-6762	348	14	teachers	teacher	NOUN
ajote-6762	348	15	(	(	PUNCT
ajote-6762	348	16	10th	10th	ADJ
ajote-6762	348	17	ed	ed	NOUN
ajote-6762	348	18	.	.	PUNCT
ajote-6762	348	19	)	)	PUNCT
ajote-6762	348	20	.	.	PUNCT
ajote-6762	349	1	boston	boston	PROPN
ajote-6762	349	2	:	:	PUNCT
ajote-6762	349	3	houghton	houghton	PROPN
ajote-6762	349	4	mifflin	mifflin	PROPN
ajote-6762	349	5	.	.	PUNCT
ajote-6762	350	1	masters	master	NOUN
ajote-6762	350	2	,	,	PUNCT
ajote-6762	350	3	j.	j.	PROPN
ajote-6762	350	4	c.	c.	PROPN
ajote-6762	350	5	,	,	PUNCT
ajote-6762	350	6	hulsmeyer	hulsmeyer	PROPN
ajote-6762	350	7	,	,	PUNCT
ajote-6762	350	8	b.	b.	PROPN
ajote-6762	350	9	s.	s.	PROPN
ajote-6762	350	10	,	,	PUNCT
ajote-6762	350	11	pike	pike	NOUN
ajote-6762	350	12	,	,	PUNCT
ajote-6762	350	13	m.	m.	PROPN
ajote-6762	350	14	e.	e.	PROPN
ajote-6762	350	15	,	,	PUNCT
ajote-6762	350	16	leichty	leichty	VERB
ajote-6762	350	17	,	,	PUNCT
ajote-6762	350	18	k.	k.	PROPN
ajote-6762	350	19	,	,	PUNCT
ajote-6762	350	20	miller	miller	PROPN
ajote-6762	350	21	,	,	PUNCT
ajote-6762	350	22	m.	m.	NOUN
ajote-6762	350	23	t.	t.	PROPN
ajote-6762	350	24	,	,	PUNCT
ajote-6762	350	25	&	&	CCONJ
ajote-6762	350	26	verst	verst	PROPN
ajote-6762	350	27	,	,	PUNCT
ajote-6762	350	28	a.	a.	PROPN
ajote-6762	350	29	l.	l.	PROPN
ajote-6762	350	30	(	(	PUNCT
ajote-6762	350	31	2001	2001	NUM
ajote-6762	350	32	)	)	PUNCT
ajote-6762	350	33	.	.	PUNCT
ajote-6762	351	1	assessment	assessment	NOUN
ajote-6762	351	2	of	of	ADP
ajote-6762	351	3	multiple	multiple	ADJ
ajote-6762	351	4	-	-	PUNCT
ajote-6762	351	5	choice	choice	NOUN
ajote-6762	351	6	questions	question	NOUN
ajote-6762	351	7	in	in	ADP
ajote-6762	351	8	selected	select	VERB
ajote-6762	351	9	test	test	NOUN
ajote-6762	351	10	banks	bank	NOUN
ajote-6762	351	11	accompanying	accompany	VERB
ajote-6762	351	12	textbooks	textbook	NOUN
ajote-6762	351	13	used	use	VERB
ajote-6762	351	14	in	in	ADP
ajote-6762	351	15	nursing	nursing	NOUN
ajote-6762	351	16	education	education	NOUN
ajote-6762	351	17	.	.	PUNCT
ajote-6762	352	1	journal	journal	NOUN
ajote-6762	352	2	of	of	ADP
ajote-6762	352	3	nursing	nursing	NOUN
ajote-6762	352	4	education	education	NOUN
ajote-6762	352	5	,	,	PUNCT
ajote-6762	352	6	40	40	NUM
ajote-6762	352	7	,	,	PUNCT
ajote-6762	352	8	25	25	NUM
ajote-6762	352	9	-	-	SYM
ajote-6762	352	10	32	32	NUM
ajote-6762	352	11	.	.	PUNCT
ajote-6762	353	1	mehrens	mehrens	PROPN
ajote-6762	353	2	,	,	PUNCT
ajote-6762	353	3	w.	w.	PROPN
ajote-6762	353	4	a.	a.	PROPN
ajote-6762	353	5	&	&	CCONJ
ajote-6762	353	6	lehmann	lehmann	PROPN
ajote-6762	353	7	,	,	PUNCT
ajote-6762	353	8	i.	i.	PROPN
ajote-6762	353	9	j.	j.	PROPN
ajote-6762	353	10	,	,	PUNCT
ajote-6762	353	11	measurement	measurement	NOUN
ajote-6762	353	12	and	and	CCONJ
ajote-6762	353	13	evaluation	evaluation	NOUN
ajote-6762	353	14	in	in	ADP
ajote-6762	353	15	education	education	NOUN
ajote-6762	353	16	and	and	CCONJ
ajote-6762	353	17	psychology	psychology	NOUN
ajote-6762	353	18	.	.	PUNCT
ajote-6762	354	1	new	new	PROPN
ajote-6762	354	2	york	york	PROPN
ajote-6762	354	3	:	:	PUNCT
ajote-6762	354	4	harcourt	harcourt	PROPN
ajote-6762	354	5	brace	brace	PROPN
ajote-6762	354	6	college	college	NOUN
ajote-6762	354	7	publishers	publisher	NOUN
ajote-6762	354	8	,	,	PUNCT
ajote-6762	354	9	1991	1991	NUM
ajote-6762	354	10	.	.	PUNCT
ajote-6762	355	1	millman	millman	NOUN
ajote-6762	355	2	,	,	PUNCT
ajote-6762	355	3	j.	j.	PROPN
ajote-6762	355	4	,	,	PUNCT
ajote-6762	355	5	bishop	bishop	PROPN
ajote-6762	355	6	,	,	PUNCT
ajote-6762	355	7	c.	c.	PROPN
ajote-6762	355	8	h.	h.	PROPN
ajote-6762	355	9	,	,	PUNCT
ajote-6762	355	10	&	&	CCONJ
ajote-6762	355	11	ebel	ebel	PROPN
ajote-6762	355	12	,	,	PUNCT
ajote-6762	355	13	r.	r.	PROPN
ajote-6762	355	14	(	(	PUNCT
ajote-6762	355	15	1965	1965	NUM
ajote-6762	355	16	)	)	PUNCT
ajote-6762	355	17	.	.	PUNCT
ajote-6762	356	1	an	an	DET
ajote-6762	356	2	analysis	analysis	NOUN
ajote-6762	356	3	of	of	ADP
ajote-6762	356	4	testwiseness	testwiseness	NOUN
ajote-6762	356	5	.	.	PUNCT
ajote-6762	357	1	educational	educational	ADJ
ajote-6762	357	2	and	and	CCONJ
ajote-6762	357	3	psychological	psychological	ADJ
ajote-6762	357	4	measurement	measurement	NOUN
ajote-6762	357	5	,	,	PUNCT
ajote-6762	357	6	25	25	NUM
ajote-6762	357	7	,	,	PUNCT
ajote-6762	357	8	707	707	NUM
ajote-6762	357	9	-	-	SYM
ajote-6762	357	10	726	726	NUM
ajote-6762	357	11	.	.	PUNCT
ajote-6762	358	1	nedeau	nedeau	PROPN
ajote-6762	358	2	-	-	PUNCT
ajote-6762	358	3	cayo	cayo	PROPN
ajote-6762	358	4	,	,	PUNCT
ajote-6762	358	5	r.	r.	PROPN
ajote-6762	358	6	,	,	PUNCT
ajote-6762	358	7	laughlin	laughlin	PROPN
ajote-6762	358	8	,	,	PUNCT
ajote-6762	358	9	d.	d.	PROPN
ajote-6762	358	10	,	,	PUNCT
ajote-6762	358	11	rus	rus	PROPN
ajote-6762	358	12	,	,	PUNCT
ajote-6762	358	13	l.	l.	PROPN
ajote-6762	358	14	,	,	PUNCT
ajote-6762	358	15	&	&	CCONJ
ajote-6762	358	16	hall	hall	PROPN
ajote-6762	358	17	,	,	PUNCT
ajote-6762	358	18	j.	j.	PROPN
ajote-6762	358	19	(	(	PUNCT
ajote-6762	358	20	2013	2013	NUM
ajote-6762	358	21	)	)	PUNCT
ajote-6762	358	22	.	.	PUNCT
ajote-6762	359	1	assessment	assessment	NOUN
ajote-6762	359	2	of	of	ADP
ajote-6762	359	3	item	item	NOUN
ajote-6762	359	4	-	-	PUNCT
ajote-6762	359	5	writing	write	VERB
ajote-6762	359	6	flaws	flaw	NOUN
ajote-6762	359	7	in	in	ADP
ajote-6762	359	8	multiple	multiple	ADJ
ajote-6762	359	9	-	-	PUNCT
ajote-6762	359	10	choice	choice	NOUN
ajote-6762	359	11	questions	question	NOUN
ajote-6762	359	12	.	.	PUNCT
ajote-6762	360	1	journal	journal	PROPN
ajote-6762	360	2	for	for	ADP
ajote-6762	360	3	nurses	nurse	NOUN
ajote-6762	360	4	in	in	ADP
ajote-6762	360	5	professional	professional	ADJ
ajote-6762	360	6	development	development	NOUN
ajote-6762	360	7	,	,	PUNCT
ajote-6762	360	8	29	29	NUM
ajote-6762	360	9	,	,	PUNCT
ajote-6762	360	10	52	52	NUM
ajote-6762	360	11	–	–	SYM
ajote-6762	360	12	57	57	NUM
ajote-6762	360	13	.	.	X
ajote-6762	361	1	odukoya	odukoya	PROPN
ajote-6762	361	2	,	,	PUNCT
ajote-6762	361	3	j.a	j.a	PROPN
ajote-6762	361	4	.	.	PROPN
ajote-6762	361	5	,	,	PUNCT
ajote-6762	361	6	adekeye	adekeye	PROPN
ajote-6762	361	7	,	,	PUNCT
ajote-6762	361	8	o.	o.	PROPN
ajote-6762	361	9	,	,	PUNCT
ajote-6762	361	10	igbinoba	igbinoba	NOUN
ajote-6762	361	11	,	,	PUNCT
ajote-6762	361	12	a.o	a.o	PROPN
ajote-6762	361	13	.	.	PROPN
ajote-6762	361	14	&	&	CCONJ
ajote-6762	361	15	afolabi	afolabi	PROPN
ajote-6762	361	16	,	,	PUNCT
ajote-6762	361	17	a.	a.	NOUN
ajote-6762	361	18	(	(	PUNCT
ajote-6762	361	19	2018	2018	NUM
ajote-6762	361	20	)	)	PUNCT
ajote-6762	361	21	.	.	PUNCT
ajote-6762	362	1	item	item	NOUN
ajote-6762	362	2	analysis	analysis	NOUN
ajote-6762	362	3	of	of	ADP
ajote-6762	362	4	university	university	NOUN
ajote-6762	362	5	wide	wide	ADJ
ajote-6762	362	6	multiple	multiple	ADJ
ajote-6762	362	7	choice	choice	NOUN
ajote-6762	362	8	objective	objective	ADJ
ajote-6762	362	9	examinations	examination	NOUN
ajote-6762	362	10	:	:	PUNCT
ajote-6762	362	11	the	the	DET
ajote-6762	362	12	experience	experience	NOUN
ajote-6762	362	13	of	of	ADP
ajote-6762	362	14	a	a	DET
ajote-6762	362	15	nigerian	nigerian	ADJ
ajote-6762	362	16	private	private	ADJ
ajote-6762	362	17	university	university	NOUN
ajote-6762	362	18	.	.	PUNCT
ajote-6762	363	1	quality	quality	NOUN
ajote-6762	363	2	&	&	CCONJ
ajote-6762	363	3	quantity	quantity	NOUN
ajote-6762	363	4	52	52	NUM
ajote-6762	363	5	,	,	PUNCT
ajote-6762	363	6	983–997	983–997	NUM
ajote-6762	363	7	https://doi.org/10.1007/s11135-017-04992	https://doi.org/10.1007/s11135-017-04992	ADJ
ajote-6762	363	8	oluseyi	oluseyi	NOUN
ajote-6762	363	9	,	,	PUNCT
ajote-6762	363	10	a.	a.	PROPN
ajote-6762	363	11	e.	e.	PROPN
ajote-6762	363	12	,	,	PUNCT
ajote-6762	363	13	&	&	CCONJ
ajote-6762	363	14	olufemi	olufemi	PROPN
ajote-6762	363	15	,	,	PUNCT
ajote-6762	363	16	a.	a.	NOUN
ajote-6762	363	17	t.	t.	NOUN
ajote-6762	363	18	(	(	PUNCT
ajote-6762	363	19	2012	2012	NUM
ajote-6762	363	20	)	)	PUNCT
ajote-6762	363	21	.	.	PUNCT
ajote-6762	364	1	the	the	DET
ajote-6762	364	2	analysis	analysis	NOUN
ajote-6762	364	3	of	of	ADP
ajote-6762	364	4	multiple	multiple	ADJ
ajote-6762	364	5	-	-	PUNCT
ajote-6762	364	6	choice	choice	NOUN
ajote-6762	364	7	item	item	NOUN
ajote-6762	364	8	of	of	ADP
ajote-6762	364	9	the	the	DET
ajote-6762	364	10	test	test	NOUN
ajote-6762	364	11	of	of	ADP
ajote-6762	364	12	an	an	DET
ajote-6762	364	13	introductory	introductory	ADJ
ajote-6762	364	14	course	course	NOUN
ajote-6762	364	15	in	in	ADP
ajote-6762	364	16	chemistry	chemistry	NOUN
ajote-6762	364	17	in	in	ADP
ajote-6762	364	18	a	a	DET
ajote-6762	364	19	nigerian	nigerian	ADJ
ajote-6762	364	20	university	university	NOUN
ajote-6762	364	21	.	.	PUNCT
ajote-6762	365	1	international	international	ADJ
ajote-6762	365	2	journal	journal	PROPN
ajote-6762	365	3	of	of	ADP
ajote-6762	365	4	learning	learning	PROPN
ajote-6762	365	5	,	,	PUNCT
ajote-6762	365	6	18(4	18(4	NUM
ajote-6762	365	7	)	)	PUNCT
ajote-6762	365	8	,	,	PUNCT
ajote-6762	365	9	237	237	NUM
ajote-6762	365	10	-	-	SYM
ajote-6762	365	11	246	246	NUM
ajote-6762	365	12	.	.	PUNCT
ajote-6762	366	1	doi:10.18848/1447	doi:10.18848/1447	NOUN
ajote-6762	366	2	-	-	PUNCT
ajote-6762	366	3	9494	9494	NUM
ajote-6762	366	4	/	/	SYM
ajote-6762	366	5	cgp	cgp	PROPN
ajote-6762	366	6	/	/	SYM
ajote-6762	366	7	v18i04/47579	v18i04/47579	PROPN
ajote-6762	366	8	.	.	PUNCT
ajote-6762	366	9	pellegrino	pellegrino	PROPN
ajote-6762	366	10	,	,	PUNCT
ajote-6762	366	11	j.	j.	PROPN
ajote-6762	366	12	,	,	PUNCT
ajote-6762	366	13	chudowsky	chudowsky	NOUN
ajote-6762	366	14	,	,	PUNCT
ajote-6762	366	15	n.	n.	NOUN
ajote-6762	366	16	,	,	PUNCT
ajote-6762	366	17	&	&	CCONJ
ajote-6762	366	18	glaser	glaser	PROPN
ajote-6762	366	19	,	,	PUNCT
ajote-6762	366	20	r.	r.	PROPN
ajote-6762	366	21	(	(	PUNCT
ajote-6762	366	22	2001	2001	NUM
ajote-6762	366	23	)	)	PUNCT
ajote-6762	366	24	.	.	PUNCT
ajote-6762	367	1	knowing	know	VERB
ajote-6762	367	2	what	what	PRON
ajote-6762	367	3	students	student	NOUN
ajote-6762	367	4	know	know	VERB
ajote-6762	367	5	:	:	PUNCT
ajote-6762	367	6	the	the	DET
ajote-6762	367	7	science	science	NOUN
ajote-6762	367	8	and	and	CCONJ
ajote-6762	367	9	design	design	NOUN
ajote-6762	367	10	of	of	ADP
ajote-6762	367	11	educational	educational	ADJ
ajote-6762	367	12	assessment	assessment	NOUN
ajote-6762	367	13	.	.	PUNCT
ajote-6762	368	1	washington	washington	PROPN
ajote-6762	368	2	,	,	PUNCT
ajote-6762	368	3	d.	d.	PROPN
ajote-6762	368	4	c.	c.	PROPN
ajote-6762	368	5	:	:	PUNCT
ajote-6762	368	6	national	national	PROPN
ajote-6762	368	7	academy	academy	PROPN
ajote-6762	368	8	press	press	PROPN
ajote-6762	368	9	.	.	PUNCT
ajote-6762	369	1	quaigrain	quaigrain	PROPN
ajote-6762	369	2	,	,	PUNCT
ajote-6762	369	3	k	k	PROPN
ajote-6762	369	4	&	&	CCONJ
ajote-6762	369	5	arhin	arhin	PROPN
ajote-6762	369	6	,	,	PUNCT
ajote-6762	369	7	a.k	a.k	PROPN
ajote-6762	369	8	.	.	PROPN
ajote-6762	369	9	(	(	PUNCT
ajote-6762	369	10	2017	2017	NUM
ajote-6762	369	11	)	)	PUNCT
ajote-6762	369	12	.	.	PUNCT
ajote-6762	370	1	using	use	VERB
ajote-6762	370	2	reliability	reliability	NOUN
ajote-6762	370	3	and	and	CCONJ
ajote-6762	370	4	item	item	NOUN
ajote-6762	370	5	analysis	analysis	NOUN
ajote-6762	370	6	to	to	PART
ajote-6762	370	7	evaluate	evaluate	VERB
ajote-6762	370	8	a	a	DET
ajote-6762	370	9	teacher	teacher	NOUN
ajote-6762	370	10	http://dx.doi.org/10.1097/00001888-200202000-00016	http://dx.doi.org/10.1097/00001888-200202000-00016	PROPN
ajote-6762	370	11	ato	ato	PROPN
ajote-6762	370	12	kwamina	kwamina	PROPN
ajote-6762	370	13	arhin	arhin	PROPN
ajote-6762	370	14	,	,	PUNCT
ajote-6762	370	15	jonathan	jonathan	PROPN
ajote-6762	370	16	essuman	essuman	PROPN
ajote-6762	370	17	,	,	PUNCT
ajote-6762	370	18	&	&	CCONJ
ajote-6762	370	19	ekua	ekua	PROPN
ajote-6762	370	20	arhin	arhin	PROPN
ajote-6762	370	21	ajote	ajote	PROPN
ajote-6762	370	22	vol.10	vol.10	NOUN
ajote-6762	370	23	no	no	INTJ
ajote-6762	370	24	.	.	NOUN
ajote-6762	370	25	2	2	NUM
ajote-6762	370	26	(	(	PUNCT
ajote-6762	370	27	2021	2021	NUM
ajote-6762	370	28	)	)	PUNCT
ajote-6762	370	29	,	,	PUNCT
ajote-6762	370	30	121	121	NUM
ajote-6762	370	31	-	-	SYM
ajote-6762	370	32	143	143	NUM
ajote-6762	370	33	140	140	NUM
ajote-6762	370	34	developed	develop	VERB
ajote-6762	370	35	test	test	NOUN
ajote-6762	370	36	in	in	ADP
ajote-6762	370	37	educational	educational	ADJ
ajote-6762	370	38	measurement	measurement	NOUN
ajote-6762	370	39	and	and	CCONJ
ajote-6762	370	40	evaluation	evaluation	NOUN
ajote-6762	370	41	,	,	PUNCT
ajote-6762	370	42	cogent	cogent	ADJ
ajote-6762	370	43	education	education	NOUN
ajote-6762	370	44	,	,	PUNCT
ajote-6762	370	45	4:1	4:1	NUM
ajote-6762	370	46	,	,	PUNCT
ajote-6762	370	47	1301013	1301013	NUM
ajote-6762	370	48	https://doi.org/10.1080/2331186x.2017.1301013	https://doi.org/10.1080/2331186x.2017.1301013	PROPN
ajote-6762	370	49	rudner	rudner	NOUN
ajote-6762	370	50	,	,	PUNCT
ajote-6762	370	51	l.	l.	PROPN
ajote-6762	370	52	m.	m.	PROPN
ajote-6762	370	53	,	,	PUNCT
ajote-6762	370	54	&	&	CCONJ
ajote-6762	370	55	schafer	schafer	PROPN
ajote-6762	370	56	,	,	PUNCT
ajote-6762	370	57	w.	w.	PROPN
ajote-6762	370	58	d.	d.	PROPN
ajote-6762	370	59	(	(	PUNCT
ajote-6762	370	60	2002	2002	NUM
ajote-6762	370	61	)	)	PUNCT
ajote-6762	370	62	.	.	PUNCT
ajote-6762	371	1	what	what	PRON
ajote-6762	371	2	teachers	teacher	NOUN
ajote-6762	371	3	need	need	VERB
ajote-6762	371	4	to	to	PART
ajote-6762	371	5	know	know	VERB
ajote-6762	371	6	about	about	ADP
ajote-6762	371	7	assessment	assessment	NOUN
ajote-6762	371	8	.	.	PUNCT
ajote-6762	372	1	washington	washington	PROPN
ajote-6762	372	2	,	,	PUNCT
ajote-6762	372	3	dc	dc	PROPN
ajote-6762	372	4	:	:	PUNCT
ajote-6762	372	5	national	national	PROPN
ajote-6762	372	6	education	education	PROPN
ajote-6762	372	7	association	association	PROPN
ajote-6762	372	8	.	.	PUNCT
ajote-6762	373	1	retrieved	retrieve	VERB
ajote-6762	373	2	from	from	ADP
ajote-6762	373	3	http://echo.edres	http://echo.edre	NOUN
ajote-6762	373	4	.	.	PUNCT
ajote-6762	374	1	org	org	ADJ
ajote-6762	374	2	:	:	PUNCT
ajote-6762	374	3	8080	8080	NUM
ajote-6762	374	4	/	/	SYM
ajote-6762	374	5	nea	nea	PROPN
ajote-6762	374	6	/	/	SYM
ajote-6762	374	7	teachers.pdf	teachers.pdf	PUNCT
ajote-6762	374	8	rush	rush	NOUN
ajote-6762	374	9	,	,	PUNCT
ajote-6762	374	10	b.	b.	PROPN
ajote-6762	374	11	r.	r.	PROPN
ajote-6762	374	12	,	,	PUNCT
ajote-6762	374	13	rankin	rankin	PROPN
ajote-6762	374	14	,	,	PUNCT
ajote-6762	374	15	d.	d.	PROPN
ajote-6762	374	16	c.	c.	PROPN
ajote-6762	374	17	and	and	CCONJ
ajote-6762	374	18	white	white	PROPN
ajote-6762	374	19	,	,	PUNCT
ajote-6762	374	20	b.	b.	PROPN
ajote-6762	374	21	j.	j.	PROPN
ajote-6762	374	22	(	(	PUNCT
ajote-6762	374	23	2016	2016	NUM
ajote-6762	374	24	)	)	PUNCT
ajote-6762	374	25	.	.	PUNCT
ajote-6762	375	1	the	the	DET
ajote-6762	375	2	impact	impact	NOUN
ajote-6762	375	3	of	of	ADP
ajote-6762	375	4	item	item	NOUN
ajote-6762	375	5	-	-	PUNCT
ajote-6762	375	6	writing	write	VERB
ajote-6762	375	7	flaws	flaw	NOUN
ajote-6762	375	8	and	and	CCONJ
ajote-6762	375	9	item	item	NOUN
ajote-6762	375	10	complexity	complexity	NOUN
ajote-6762	375	11	on	on	ADP
ajote-6762	375	12	examination	examination	NOUN
ajote-6762	375	13	item	item	NOUN
ajote-6762	375	14	difficulty	difficulty	NOUN
ajote-6762	375	15	and	and	CCONJ
ajote-6762	375	16	discrimination	discrimination	NOUN
ajote-6762	375	17	value	value	NOUN
ajote-6762	375	18	.	.	PUNCT
ajote-6762	376	1	bmc	bmc	PROPN
ajote-6762	376	2	medical	medical	ADJ
ajote-6762	376	3	education	education	NOUN
ajote-6762	376	4	16:250	16:250	PROPN
ajote-6762	376	5	doi	doi	PROPN
ajote-6762	376	6	10.1186	10.1186	NUM
ajote-6762	376	7	/	/	SYM
ajote-6762	376	8	s12909	s12909	NOUN
ajote-6762	376	9	-	-	PUNCT
ajote-6762	376	10	016	016	NUM
ajote-6762	376	11	-	-	PUNCT
ajote-6762	376	12	0773	0773	NUM
ajote-6762	376	13	-	-	SYM
ajote-6762	376	14	3	3	NUM
ajote-6762	376	15	tarrant	tarrant	NOUN
ajote-6762	376	16	,	,	PUNCT
ajote-6762	376	17	m.	m.	NOUN
ajote-6762	376	18	,	,	PUNCT
ajote-6762	376	19	&	&	CCONJ
ajote-6762	376	20	ware	ware	PROPN
ajote-6762	376	21	,	,	PUNCT
ajote-6762	376	22	j.	j.	PROPN
ajote-6762	376	23	(	(	PUNCT
ajote-6762	376	24	2008	2008	NUM
ajote-6762	376	25	)	)	PUNCT
ajote-6762	376	26	.	.	PUNCT
ajote-6762	377	1	impact	impact	NOUN
ajote-6762	377	2	of	of	ADP
ajote-6762	377	3	item	item	NOUN
ajote-6762	377	4	-	-	PUNCT
ajote-6762	377	5	writing	write	VERB
ajote-6762	377	6	flaws	flaw	NOUN
ajote-6762	377	7	in	in	ADP
ajote-6762	377	8	multiple	multiple	ADJ
ajote-6762	377	9	-	-	PUNCT
ajote-6762	377	10	choice	choice	NOUN
ajote-6762	377	11	questions	question	NOUN
ajote-6762	377	12	on	on	ADP
ajote-6762	377	13	student	student	NOUN
ajote-6762	377	14	achievement	achievement	NOUN
ajote-6762	377	15	in	in	ADP
ajote-6762	377	16	high	high	ADJ
ajote-6762	377	17	-	-	PUNCT
ajote-6762	377	18	stakes	stake	NOUN
ajote-6762	377	19	nursing	nursing	NOUN
ajote-6762	377	20	assessments	assessment	NOUN
ajote-6762	377	21	.	.	PUNCT
ajote-6762	378	1	medical	medical	ADJ
ajote-6762	378	2	education	education	NOUN
ajote-6762	378	3	,	,	PUNCT
ajote-6762	378	4	42	42	NUM
ajote-6762	378	5	,	,	PUNCT
ajote-6762	378	6	198206	198206	NUM
ajote-6762	378	7	.	.	PUNCT
ajote-6762	379	1	http://dx.doi.org/10.1111/j.1365-2923.2007.02957x	http://dx.doi.org/10.1111/j.1365-2923.2007.02957x	PROPN
ajote-6762	379	2	thorndike	thorndike	PROPN
ajote-6762	379	3	,	,	PUNCT
ajote-6762	379	4	r.	r.	PROPN
ajote-6762	379	5	m.	m.	PROPN
ajote-6762	379	6	,	,	PUNCT
ajote-6762	379	7	cunningham	cunningham	PROPN
ajote-6762	379	8	,	,	PUNCT
ajote-6762	379	9	g.	g.	PROPN
ajote-6762	379	10	k.	k.	PROPN
ajote-6762	379	11	,	,	PUNCT
ajote-6762	379	12	thorndike	thorndike	PROPN
ajote-6762	379	13	,	,	PUNCT
ajote-6762	379	14	r.	r.	PROPN
ajote-6762	379	15	l.	l.	PROPN
ajote-6762	379	16	,	,	PUNCT
ajote-6762	379	17	&	&	CCONJ
ajote-6762	379	18	hagen	hagen	PROPN
ajote-6762	379	19	,	,	PUNCT
ajote-6762	379	20	e.	e.	PROPN
ajote-6762	379	21	p.	p.	PROPN
ajote-6762	379	22	(	(	PUNCT
ajote-6762	379	23	1991	1991	NUM
ajote-6762	379	24	)	)	PUNCT
ajote-6762	379	25	.	.	PUNCT
ajote-6762	380	1	measurement	measurement	NOUN
ajote-6762	380	2	and	and	CCONJ
ajote-6762	380	3	evaluation	evaluation	NOUN
ajote-6762	380	4	in	in	ADP
ajote-6762	380	5	psychology	psychology	NOUN
ajote-6762	380	6	and	and	CCONJ
ajote-6762	380	7	education	education	NOUN
ajote-6762	380	8	(	(	PUNCT
ajote-6762	380	9	5th	5th	ADJ
ajote-6762	380	10	ed	ed	NOUN
ajote-6762	380	11	.	.	PUNCT
ajote-6762	380	12	)	)	PUNCT
ajote-6762	380	13	.	.	PUNCT
ajote-6762	381	1	new	new	PROPN
ajote-6762	381	2	york	york	PROPN
ajote-6762	381	3	,	,	PUNCT
ajote-6762	381	4	ny	ny	PROPN
ajote-6762	381	5	:	:	PUNCT
ajote-6762	381	6	macmillan	macmillan	PROPN
ajote-6762	381	7	.	.	PUNCT
ajote-6762	382	1	violato	violato	PROPN
ajote-6762	382	2	,	,	PUNCT
ajote-6762	382	3	c.	c.	PROPN
ajote-6762	382	4	(	(	PUNCT
ajote-6762	382	5	1991	1991	NUM
ajote-6762	382	6	)	)	PUNCT
ajote-6762	382	7	.	.	PUNCT
ajote-6762	383	1	item	item	NOUN
ajote-6762	383	2	difficulty	difficulty	NOUN
ajote-6762	383	3	and	and	CCONJ
ajote-6762	383	4	discrimination	discrimination	NOUN
ajote-6762	383	5	as	as	ADP
ajote-6762	383	6	a	a	DET
ajote-6762	383	7	function	function	NOUN
ajote-6762	383	8	of	of	ADP
ajote-6762	383	9	stem	stem	NOUN
ajote-6762	383	10	completeness	completeness	NOUN
ajote-6762	383	11	.	.	PUNCT
ajote-6762	384	1	psychological	psychological	ADJ
ajote-6762	384	2	reports	report	NOUN
ajote-6762	384	3	69(3	69(3	NUM
ajote-6762	384	4	p11):739	p11):739	NOUN
ajote-6762	384	5	-	-	NUM
ajote-6762	384	6	743	743	NUM
ajote-6762	384	7	(	(	PUNCT
ajote-6762	384	8	march	march	NOUN
ajote-6762	384	9	,	,	PUNCT
ajote-6762	384	10	2021	2021	NUM
ajote-6762	384	11	)	)	PUNCT
ajote-6762	384	12	.	.	PUNCT
ajote-6762	385	1	ghana	ghana	PROPN
ajote-6762	385	2	-	-	PUNCT
ajote-6762	385	3	gross	gross	PROPN
ajote-6762	385	4	enrollment	enrollment	NOUN
ajote-6762	385	5	ratio	ratio	NOUN
ajote-6762	385	6	in	in	ADP
ajote-6762	385	7	tertiary	tertiary	ADJ
ajote-6762	385	8	education	education	NOUN
ajote-6762	385	9	https://knoema.com/atlas/ghana/topics/education/tertiary-education/grossenrolment-ratio-in-tertiary-education	https://knoema.com/atlas/ghana/topics/education/tertiary-education/grossenrolment-ratio-in-tertiary-education	PROPN
ajote-6762	385	10	https://doi.org/10.1080/2331186x.2017.1301013	https://doi.org/10.1080/2331186x.2017.1301013	PROPN
ajote-6762	385	11	http://echo.edres/	http://echo.edres/	PROPN
ajote-6762	385	12	https://knoema.com/atlas/ghana/topics/education/tertiary-education/gross-enrolment-ratio-in-tertiary-education	https://knoema.com/atlas/ghana/topics/education/tertiary-education/gross-enrolment-ratio-in-tertiary-education	PROPN
ajote-6762	385	13	https://knoema.com/atlas/ghana/topics/education/tertiary-education/gross-enrolment-ratio-in-tertiary-education	https://knoema.com/atlas/ghana/topics/education/tertiary-education/gross-enrolment-ratio-in-tertiary-education	NOUN
ajote-6762	385	14	analysis	analysis	NOUN
ajote-6762	385	15	of	of	ADP
ajote-6762	385	16	item	item	NOUN
ajote-6762	385	17	writing	write	VERB
ajote-6762	385	18	flaws	flaw	NOUN
ajote-6762	385	19	in	in	ADP
ajote-6762	385	20	a	a	DET
ajote-6762	385	21	communications	communication	NOUN
ajote-6762	385	22	skills	skill	NOUN
ajote-6762	385	23	test	test	NOUN
ajote-6762	385	24	in	in	ADP
ajote-6762	385	25	a	a	DET
ajote-6762	385	26	ghanaian	ghanaian	ADJ
ajote-6762	385	27	university	university	NOUN
ajote-6762	385	28	ajote	ajote	NOUN
ajote-6762	385	29	vol.10	vol.10	NOUN
ajote-6762	385	30	no	no	INTJ
ajote-6762	385	31	.	.	NOUN
ajote-6762	385	32	2	2	NUM
ajote-6762	385	33	(	(	PUNCT
ajote-6762	385	34	2021	2021	NUM
ajote-6762	385	35	)	)	PUNCT
ajote-6762	385	36	,	,	PUNCT
ajote-6762	385	37	121	121	NUM
ajote-6762	385	38	-	-	SYM
ajote-6762	385	39	143	143	NUM
ajote-6762	385	40	141	141	NUM
ajote-6762	385	41	appendix	appendix	NOUN
ajote-6762	385	42	department	department	NOUN
ajote-6762	385	43	of	of	ADP
ajote-6762	385	44	languages	language	NOUN
ajote-6762	385	45	education	education	VERB
ajote-6762	385	46	mid	mid	ADJ
ajote-6762	385	47	-	-	ADJ
ajote-6762	385	48	semester	semester	ADJ
ajote-6762	385	49	examination	examination	NOUN
ajote-6762	385	50	paper	paper	NOUN
ajote-6762	385	51	title	title	NOUN
ajote-6762	385	52	:	:	PUNCT
ajote-6762	385	53	communication	communication	NOUN
ajote-6762	385	54	skills	skill	NOUN
ajote-6762	385	55	duration	duration	NOUN
ajote-6762	385	56	:	:	PUNCT
ajote-6762	385	57	25	25	NUM
ajote-6762	385	58	mins	min	NOUN
ajote-6762	385	59	paper	paper	NOUN
ajote-6762	385	60	code	code	NOUN
ajote-6762	385	61	:	:	PUNCT
ajote-6762	385	62	gpd	gpd	PROPN
ajote-6762	385	63	111	111	NUM
ajote-6762	385	64	index	index	NOUN
ajote-6762	385	65	number	number	NOUN
ajote-6762	385	66	:	:	PUNCT
ajote-6762	385	67	…	…	PUNCT
ajote-6762	385	68	…	…	PUNCT
ajote-6762	385	69	…	…	PUNCT
ajote-6762	385	70	…	…	PUNCT
ajote-6762	385	71	…	…	PUNCT
ajote-6762	385	72	……	……	NOUN
ajote-6762	385	73	……	……	NOUN
ajote-6762	385	74	……	……	NOUN
ajote-6762	385	75	class	class	NOUN
ajote-6762	385	76	:	:	PUNCT
ajote-6762	385	77	…	…	PUNCT
ajote-6762	385	78	…	…	PUNCT
ajote-6762	385	79	…	…	PUNCT
ajote-6762	385	80	…	…	PUNCT
ajote-6762	385	81	…	…	PUNCT
ajote-6762	385	82	……	……	NOUN
ajote-6762	385	83	……	……	NOUN
ajote-6762	385	84	……	……	NOUN
ajote-6762	385	85	……	……	NOUN
ajote-6762	385	86	...	...	PUNCT
ajote-6762	385	87	answer	answer	VERB
ajote-6762	385	88	all	all	DET
ajote-6762	385	89	the	the	DET
ajote-6762	385	90	questions	question	NOUN
ajote-6762	385	91	on	on	ADP
ajote-6762	385	92	the	the	DET
ajote-6762	385	93	question	question	NOUN
ajote-6762	385	94	paper	paper	NOUN
ajote-6762	385	95	.	.	PUNCT
ajote-6762	386	1	1	1	X
ajote-6762	386	2	.	.	X
ajote-6762	386	3	communication	communication	NOUN
ajote-6762	386	4	is	be	AUX
ajote-6762	386	5	a	a	DET
ajote-6762	386	6	universal	universal	ADJ
ajote-6762	386	7	activity	activity	NOUN
ajote-6762	386	8	because	because	SCONJ
ajote-6762	386	9	_	_	NOUN
ajote-6762	386	10	_	_	PUNCT
ajote-6762	387	1	_	_	PUNCT
ajote-6762	388	1	_	_	PUNCT
ajote-6762	389	1	_	_	PUNCT
ajote-6762	390	1	_	_	PUNCT
ajote-6762	391	1	_	_	PUNCT
ajote-6762	392	1	_	_	PUNCT
ajote-6762	393	1	_	_	PUNCT
ajote-6762	394	1	_	_	PUNCT
ajote-6762	395	1	_	_	PUNCT
ajote-6762	396	1	_	_	PUNCT
ajote-6762	397	1	_	_	PUNCT
ajote-6762	398	1	_	_	PUNCT
ajote-6762	399	1	_	_	PUNCT
ajote-6762	400	1	_	_	PUNCT
ajote-6762	401	1	_	_	PUNCT
ajote-6762	401	2	.	.	PUNCT
ajote-6762	402	1	a.	a.	NOUN
ajote-6762	403	1	it	it	PRON
ajote-6762	403	2	is	be	AUX
ajote-6762	403	3	a	a	DET
ajote-6762	403	4	credible	credible	ADJ
ajote-6762	403	5	source	source	NOUN
ajote-6762	403	6	of	of	ADP
ajote-6762	403	7	data	data	PROPN
ajote-6762	403	8	collection	collection	PROPN
ajote-6762	403	9	b.	b.	PROPN
ajote-6762	403	10	it	it	PRON
ajote-6762	403	11	creates	create	VERB
ajote-6762	403	12	the	the	DET
ajote-6762	403	13	right	right	ADJ
ajote-6762	403	14	atmosphere	atmosphere	NOUN
ajote-6762	403	15	of	of	ADP
ajote-6762	403	16	dialogue	dialogue	PROPN
ajote-6762	403	17	c.	c.	PROPN
ajote-6762	403	18	it	it	PRON
ajote-6762	403	19	enables	enable	VERB
ajote-6762	403	20	people	people	NOUN
ajote-6762	403	21	to	to	PART
ajote-6762	403	22	give	give	VERB
ajote-6762	403	23	out	out	ADP
ajote-6762	403	24	or	or	CCONJ
ajote-6762	403	25	receive	receive	VERB
ajote-6762	403	26	information	information	NOUN
ajote-6762	403	27	d.	d.	PROPN
ajote-6762	403	28	it	it	PRON
ajote-6762	403	29	is	be	AUX
ajote-6762	403	30	therapeutic	therapeutic	ADJ
ajote-6762	403	31	2	2	NUM
ajote-6762	403	32	.	.	NOUN
ajote-6762	403	33	which	which	DET
ajote-6762	403	34	one	one	NUM
ajote-6762	403	35	of	of	ADP
ajote-6762	403	36	the	the	DET
ajote-6762	403	37	following	following	NOUN
ajote-6762	403	38	does	do	AUX
ajote-6762	403	39	not	not	PART
ajote-6762	403	40	constitute	constitute	VERB
ajote-6762	403	41	one	one	NUM
ajote-6762	403	42	of	of	ADP
ajote-6762	403	43	the	the	DET
ajote-6762	403	44	reasons	reason	NOUN
ajote-6762	403	45	why	why	SCONJ
ajote-6762	403	46	we	we	PRON
ajote-6762	403	47	communicate	communicate	VERB
ajote-6762	403	48	?	?	PUNCT
ajote-6762	404	1	a.	a.	NOUN
ajote-6762	404	2	to	to	PART
ajote-6762	404	3	establish	establish	VERB
ajote-6762	404	4	relations	relation	NOUN
ajote-6762	404	5	b.	b.	PROPN
ajote-6762	404	6	to	to	PART
ajote-6762	404	7	persuade	persuade	VERB
ajote-6762	404	8	c.	c.	PROPN
ajote-6762	404	9	to	to	PART
ajote-6762	404	10	share	share	VERB
ajote-6762	404	11	information	information	NOUN
ajote-6762	404	12	d.	d.	PROPN
ajote-6762	404	13	to	to	PART
ajote-6762	404	14	test	test	VERB
ajote-6762	404	15	the	the	DET
ajote-6762	404	16	efficacy	efficacy	NOUN
ajote-6762	404	17	of	of	ADP
ajote-6762	404	18	words	word	NOUN
ajote-6762	404	19	3	3	NUM
ajote-6762	404	20	.	.	PUNCT
ajote-6762	405	1	non	non	ADJ
ajote-6762	405	2	-	-	ADJ
ajote-6762	405	3	verbal	verbal	ADJ
ajote-6762	405	4	communication	communication	NOUN
ajote-6762	405	5	largely	largely	ADV
ajote-6762	405	6	involves	involve	VERB
ajote-6762	405	7	the	the	DET
ajote-6762	405	8	use	use	NOUN
ajote-6762	405	9	of	of	ADP
ajote-6762	405	10	_	_	PUNCT
ajote-6762	405	11	_	_	PUNCT
ajote-6762	406	1	_	_	PUNCT
ajote-6762	407	1	_	_	PUNCT
ajote-6762	408	1	_	_	PUNCT
ajote-6762	409	1	_	_	PUNCT
ajote-6762	410	1	_	_	PUNCT
ajote-6762	411	1	_	_	PUNCT
ajote-6762	412	1	_	_	PUNCT
ajote-6762	413	1	_	_	PUNCT
ajote-6762	414	1	_	_	PUNCT
ajote-6762	415	1	_	_	PUNCT
ajote-6762	416	1	_	_	PUNCT
ajote-6762	417	1	_	_	PUNCT
ajote-6762	418	1	_	_	PUNCT
ajote-6762	419	1	_	_	PUNCT
ajote-6762	420	1	_	_	PUNCT
ajote-6762	420	2	.	.	PUNCT
ajote-6762	421	1	a.	a.	PROPN
ajote-6762	421	2	cues	cues	PROPN
ajote-6762	421	3	b.	b.	PROPN
ajote-6762	421	4	posters	posters	PROPN
ajote-6762	421	5	c.	c.	PROPN
ajote-6762	421	6	symbols	symbols	PROPN
ajote-6762	421	7	d.	d.	PROPN
ajote-6762	421	8	vision	vision	PROPN
ajote-6762	421	9	4	4	NUM
ajote-6762	421	10	.	.	PUNCT
ajote-6762	422	1	the	the	DET
ajote-6762	422	2	concluding	conclude	VERB
ajote-6762	422	3	paragraph	paragraph	NOUN
ajote-6762	422	4	has	have	VERB
ajote-6762	422	5	the	the	DET
ajote-6762	422	6	following	follow	VERB
ajote-6762	422	7	functions	function	NOUN
ajote-6762	422	8	except	except	SCONJ
ajote-6762	422	9	_	_	PUNCT
ajote-6762	422	10	_	_	PUNCT
ajote-6762	423	1	_	_	PUNCT
ajote-6762	424	1	_	_	PUNCT
ajote-6762	425	1	_	_	PUNCT
ajote-6762	426	1	_	_	PUNCT
ajote-6762	427	1	_	_	PUNCT
ajote-6762	428	1	_	_	PUNCT
ajote-6762	429	1	_	_	PUNCT
ajote-6762	430	1	_	_	PUNCT
ajote-6762	431	1	_	_	PUNCT
ajote-6762	432	1	_	_	PUNCT
ajote-6762	433	1	_	_	PUNCT
ajote-6762	434	1	_	_	PUNCT
ajote-6762	435	1	_	_	PUNCT
ajote-6762	435	2	.	.	PUNCT
ajote-6762	436	1	a.	a.	NOUN
ajote-6762	436	2	to	to	PART
ajote-6762	436	3	introduce	introduce	VERB
ajote-6762	436	4	new	new	ADJ
ajote-6762	436	5	research	research	NOUN
ajote-6762	436	6	idea	idea	NOUN
ajote-6762	436	7	b.	b.	NOUN
ajote-6762	436	8	to	to	PART
ajote-6762	436	9	refer	refer	VERB
ajote-6762	436	10	to	to	PART
ajote-6762	436	11	cause	cause	VERB
ajote-6762	436	12	or	or	CCONJ
ajote-6762	436	13	effect	effect	NOUN
ajote-6762	436	14	of	of	ADP
ajote-6762	436	15	issues	issue	NOUN
ajote-6762	436	16	c.	c.	NOUN
ajote-6762	436	17	to	to	PART
ajote-6762	436	18	summarize	summarize	VERB
ajote-6762	436	19	main	main	ADJ
ajote-6762	436	20	ideas	idea	NOUN
ajote-6762	436	21	d.	d.	PROPN
ajote-6762	436	22	to	to	PART
ajote-6762	436	23	suggest	suggest	VERB
ajote-6762	436	24	solutions	solution	NOUN
ajote-6762	436	25	5	5	NUM
ajote-6762	436	26	.	.	PUNCT
ajote-6762	437	1	_	_	PUNCT
ajote-6762	438	1	_	_	PUNCT
ajote-6762	439	1	_	_	PUNCT
ajote-6762	440	1	_	_	PUNCT
ajote-6762	441	1	_	_	PUNCT
ajote-6762	442	1	_	_	PUNCT
ajote-6762	443	1	_	_	PUNCT
ajote-6762	444	1	_	_	PUNCT
ajote-6762	445	1	_	_	PUNCT
ajote-6762	446	1	_	_	PUNCT
ajote-6762	447	1	_	_	PUNCT
ajote-6762	448	1	_	_	PUNCT
ajote-6762	449	1	_	_	PUNCT
ajote-6762	450	1	_	_	PUNCT
ajote-6762	451	1	_	_	PUNCT
ajote-6762	452	1	_	_	PUNCT
ajote-6762	453	1	_	_	PUNCT
ajote-6762	454	1	_	_	PUNCT
ajote-6762	455	1	_	_	PUNCT
ajote-6762	456	1	_	_	PUNCT
ajote-6762	457	1	_	_	PUNCT
ajote-6762	458	1	_	_	PUNCT
ajote-6762	459	1	_	_	PUNCT
ajote-6762	459	2	are	be	AUX
ajote-6762	459	3	to	to	PART
ajote-6762	459	4	move	move	VERB
ajote-6762	459	5	the	the	DET
ajote-6762	459	6	reader	reader	NOUN
ajote-6762	459	7	to	to	PART
ajote-6762	459	8	make	make	VERB
ajote-6762	459	9	a	a	DET
ajote-6762	459	10	particular	particular	ADJ
ajote-6762	459	11	choice	choice	NOUN
ajote-6762	459	12	or	or	CCONJ
ajote-6762	459	13	to	to	PART
ajote-6762	459	14	take	take	VERB
ajote-6762	459	15	a	a	DET
ajote-6762	459	16	particular	particular	ADJ
ajote-6762	459	17	course	course	NOUN
ajote-6762	459	18	of	of	ADP
ajote-6762	459	19	action	action	NOUN
ajote-6762	459	20	.	.	PUNCT
ajote-6762	460	1	a.	a.	NOUN
ajote-6762	460	2	expository	expository	NOUN
ajote-6762	460	3	paragraphs	paragraph	NOUN
ajote-6762	460	4	b.	b.	PROPN
ajote-6762	460	5	mainstream	mainstream	PROPN
ajote-6762	460	6	paragraphs	paragraphs	PROPN
ajote-6762	460	7	c.	c.	PROPN
ajote-6762	460	8	narrative	narrative	PROPN
ajote-6762	460	9	paragraphs	paragraph	VERB
ajote-6762	460	10	d.	d.	PROPN
ajote-6762	460	11	persuasive	persuasive	PROPN
ajote-6762	460	12	paragraphs	paragraph	VERB
ajote-6762	460	13	6	6	NUM
ajote-6762	460	14	.	.	PUNCT
ajote-6762	461	1	paragraphs	paragraph	NOUN
ajote-6762	461	2	can	can	AUX
ajote-6762	461	3	be	be	AUX
ajote-6762	461	4	distinguished	distinguish	VERB
ajote-6762	461	5	according	accord	VERB
ajote-6762	461	6	to	to	ADP
ajote-6762	461	7	the	the	DET
ajote-6762	461	8	following	following	NOUN
ajote-6762	461	9	except	except	SCONJ
ajote-6762	461	10	_	_	PUNCT
ajote-6762	461	11	_	_	PUNCT
ajote-6762	462	1	_	_	PUNCT
ajote-6762	463	1	_	_	PUNCT
ajote-6762	464	1	_	_	PUNCT
ajote-6762	465	1	_	_	PUNCT
ajote-6762	466	1	_	_	PUNCT
ajote-6762	467	1	_	_	PUNCT
ajote-6762	468	1	_	_	PUNCT
ajote-6762	469	1	_	_	PUNCT
ajote-6762	470	1	_	_	PUNCT
ajote-6762	471	1	_	_	PUNCT
ajote-6762	471	2	.	.	PUNCT
ajote-6762	472	1	a.	a.	PROPN
ajote-6762	472	2	function	function	PROPN
ajote-6762	472	3	b.	b.	PROPN
ajote-6762	472	4	length	length	PROPN
ajote-6762	472	5	c.	c.	PROPN
ajote-6762	472	6	position	position	PROPN
ajote-6762	472	7	d.	d.	PROPN
ajote-6762	472	8	unity	unity	NOUN
ajote-6762	472	9	7	7	NUM
ajote-6762	472	10	.	.	NOUN
ajote-6762	472	11	which	which	DET
ajote-6762	472	12	one	one	NUM
ajote-6762	472	13	of	of	ADP
ajote-6762	472	14	the	the	DET
ajote-6762	472	15	following	follow	VERB
ajote-6762	472	16	is	be	AUX
ajote-6762	472	17	not	not	PART
ajote-6762	472	18	a	a	DET
ajote-6762	472	19	major	major	ADJ
ajote-6762	472	20	drawback	drawback	NOUN
ajote-6762	472	21	in	in	ADP
ajote-6762	472	22	effective	effective	ADJ
ajote-6762	472	23	communication	communication	NOUN
ajote-6762	472	24	?	?	PUNCT
ajote-6762	473	1	ato	ato	PROPN
ajote-6762	473	2	kwamina	kwamina	PROPN
ajote-6762	473	3	arhin	arhin	PROPN
ajote-6762	473	4	,	,	PUNCT
ajote-6762	473	5	jonathan	jonathan	PROPN
ajote-6762	473	6	essuman	essuman	PROPN
ajote-6762	473	7	,	,	PUNCT
ajote-6762	473	8	&	&	CCONJ
ajote-6762	473	9	ekua	ekua	PROPN
ajote-6762	473	10	arhin	arhin	PROPN
ajote-6762	473	11	ajote	ajote	PROPN
ajote-6762	473	12	vol.10	vol.10	NOUN
ajote-6762	473	13	no	no	INTJ
ajote-6762	473	14	.	.	NOUN
ajote-6762	473	15	2	2	NUM
ajote-6762	473	16	(	(	PUNCT
ajote-6762	473	17	2021	2021	NUM
ajote-6762	473	18	)	)	PUNCT
ajote-6762	473	19	,	,	PUNCT
ajote-6762	473	20	121	121	NUM
ajote-6762	473	21	-	-	SYM
ajote-6762	473	22	143	143	NUM
ajote-6762	473	23	142	142	NUM
ajote-6762	473	24	a.	a.	NOUN
ajote-6762	473	25	distortion	distortion	NOUN
ajote-6762	473	26	b.	b.	NOUN
ajote-6762	473	27	faking	fake	VERB
ajote-6762	473	28	attention	attention	NOUN
ajote-6762	473	29	c.	c.	PROPN
ajote-6762	473	30	noise	noise	PROPN
ajote-6762	473	31	d.	d.	PROPN
ajote-6762	473	32	semantic	semantic	PROPN
ajote-6762	473	33	distraction	distraction	NOUN
ajote-6762	473	34	8	8	NUM
ajote-6762	473	35	.	.	PUNCT
ajote-6762	474	1	new	new	ADJ
ajote-6762	474	2	perspectives	perspective	NOUN
ajote-6762	474	3	are	be	AUX
ajote-6762	474	4	discovered	discover	VERB
ajote-6762	474	5	when	when	SCONJ
ajote-6762	474	6	the	the	DET
ajote-6762	474	7	author	author	NOUN
ajote-6762	474	8	_	_	PUNCT
ajote-6762	475	1	_	_	PUNCT
ajote-6762	476	1	_	_	PUNCT
ajote-6762	477	1	_	_	PUNCT
ajote-6762	478	1	_	_	PUNCT
ajote-6762	479	1	_	_	PUNCT
ajote-6762	480	1	_	_	PUNCT
ajote-6762	481	1	_	_	PUNCT
ajote-6762	482	1	_	_	PUNCT
ajote-6762	483	1	_	_	PUNCT
ajote-6762	484	1	_	_	PUNCT
ajote-6762	485	1	_	_	PUNCT
ajote-6762	486	1	_	_	PUNCT
ajote-6762	487	1	_	_	PUNCT
ajote-6762	487	2	_	_	PUNCT
ajote-6762	488	1	the	the	DET
ajote-6762	488	2	work	work	NOUN
ajote-6762	488	3	.	.	PUNCT
ajote-6762	489	1	a.	a.	PROPN
ajote-6762	489	2	edits	edit	VERB
ajote-6762	489	3	b.	b.	PROPN
ajote-6762	489	4	proofreads	proofreads	PROPN
ajote-6762	489	5	c.	c.	PROPN
ajote-6762	489	6	simmers	simmer	NOUN
ajote-6762	489	7	d.	d.	PROPN
ajote-6762	489	8	writes	write	VERB
ajote-6762	489	9	9	9	NUM
ajote-6762	489	10	.	.	PUNCT
ajote-6762	490	1	a	a	DET
ajote-6762	490	2	group	group	NOUN
ajote-6762	490	3	of	of	ADP
ajote-6762	490	4	students	student	NOUN
ajote-6762	490	5	were	be	AUX
ajote-6762	490	6	given	give	VERB
ajote-6762	490	7	a	a	DET
ajote-6762	490	8	topic	topic	NOUN
ajote-6762	490	9	to	to	PART
ajote-6762	490	10	write	write	VERB
ajote-6762	490	11	for	for	ADP
ajote-6762	490	12	an	an	DET
ajote-6762	490	13	assignment	assignment	NOUN
ajote-6762	490	14	.	.	PUNCT
ajote-6762	491	1	the	the	DET
ajote-6762	491	2	students	student	NOUN
ajote-6762	491	3	have	have	VERB
ajote-6762	491	4	to	to	PART
ajote-6762	491	5	go	go	VERB
ajote-6762	491	6	through	through	ADP
ajote-6762	491	7	the	the	DET
ajote-6762	491	8	following	follow	VERB
ajote-6762	491	9	stages	stage	NOUN
ajote-6762	491	10	except	except	SCONJ
ajote-6762	491	11	_	_	PUNCT
ajote-6762	491	12	_	_	PUNCT
ajote-6762	492	1	_	_	PUNCT
ajote-6762	493	1	_	_	PUNCT
ajote-6762	494	1	_	_	PUNCT
ajote-6762	495	1	_	_	PUNCT
ajote-6762	496	1	_	_	PUNCT
ajote-6762	497	1	_	_	PUNCT
ajote-6762	498	1	_	_	PUNCT
ajote-6762	499	1	_	_	PUNCT
ajote-6762	500	1	_	_	PUNCT
ajote-6762	501	1	_	_	PUNCT
ajote-6762	502	1	_	_	PUNCT
ajote-6762	503	1	_	_	PUNCT
ajote-6762	504	1	_	_	PUNCT
ajote-6762	505	1	_	_	PUNCT
ajote-6762	506	1	_	_	PUNCT
ajote-6762	507	1	_	_	PUNCT
ajote-6762	507	2	.	.	PUNCT
ajote-6762	508	1	a.	a.	NOUN
ajote-6762	508	2	drafting	draft	VERB
ajote-6762	508	3	b.	b.	PROPN
ajote-6762	508	4	prewriting	prewrite	VERB
ajote-6762	508	5	c.	c.	PROPN
ajote-6762	508	6	revision	revision	PROPN
ajote-6762	508	7	d.	d.	PROPN
ajote-6762	508	8	submission	submission	PROPN
ajote-6762	508	9	10	10	NUM
ajote-6762	508	10	.	.	PUNCT
ajote-6762	509	1	_	_	PUNCT
ajote-6762	510	1	_	_	PUNCT
ajote-6762	511	1	_	_	PUNCT
ajote-6762	512	1	_	_	PUNCT
ajote-6762	513	1	_	_	PUNCT
ajote-6762	514	1	_	_	PUNCT
ajote-6762	515	1	_	_	PUNCT
ajote-6762	516	1	_	_	PUNCT
ajote-6762	517	1	_	_	PUNCT
ajote-6762	518	1	_	_	PUNCT
ajote-6762	519	1	_	_	PUNCT
ajote-6762	520	1	_	_	PUNCT
ajote-6762	521	1	_	_	PUNCT
ajote-6762	522	1	_	_	PUNCT
ajote-6762	523	1	_	_	PUNCT
ajote-6762	524	1	_	_	PUNCT
ajote-6762	524	2	is	be	AUX
ajote-6762	524	3	a	a	DET
ajote-6762	524	4	reading	reading	NOUN
ajote-6762	524	5	technique	technique	NOUN
ajote-6762	524	6	that	that	PRON
ajote-6762	524	7	aims	aim	VERB
ajote-6762	524	8	at	at	ADP
ajote-6762	524	9	understanding	understanding	NOUN
ajote-6762	524	10	and	and	CCONJ
ajote-6762	524	11	obtaining	obtaining	NOUN
ajote-6762	524	12	of	of	ADP
ajote-6762	524	13	a	a	DET
ajote-6762	524	14	story	story	NOUN
ajote-6762	524	15	or	or	CCONJ
ajote-6762	524	16	text	text	NOUN
ajote-6762	524	17	.	.	PUNCT
ajote-6762	525	1	a.	a.	PROPN
ajote-6762	525	2	close	close	PROPN
ajote-6762	525	3	reading	read	VERB
ajote-6762	525	4	b.	b.	PROPN
ajote-6762	525	5	scanning	scan	VERB
ajote-6762	525	6	c.	c.	PROPN
ajote-6762	525	7	skimming	skim	VERB
ajote-6762	525	8	d.	d.	PROPN
ajote-6762	525	9	studying	study	VERB
ajote-6762	525	10	11	11	NUM
ajote-6762	525	11	.	.	PUNCT
ajote-6762	526	1	the	the	DET
ajote-6762	526	2	final	final	ADJ
ajote-6762	526	3	step	step	NOUN
ajote-6762	526	4	in	in	ADP
ajote-6762	526	5	the	the	DET
ajote-6762	526	6	pre	pre	ADJ
ajote-6762	526	7	-	-	ADJ
ajote-6762	526	8	writing	writing	ADJ
ajote-6762	526	9	stage	stage	NOUN
ajote-6762	526	10	of	of	ADP
ajote-6762	526	11	the	the	DET
ajote-6762	526	12	writing	writing	NOUN
ajote-6762	526	13	process	process	NOUN
ajote-6762	526	14	is	be	AUX
ajote-6762	526	15	_	_	NOUN
ajote-6762	526	16	_	_	PUNCT
ajote-6762	527	1	_	_	PUNCT
ajote-6762	528	1	_	_	PUNCT
ajote-6762	529	1	_	_	PUNCT
ajote-6762	530	1	_	_	PUNCT
ajote-6762	531	1	_	_	PUNCT
ajote-6762	532	1	_	_	PUNCT
ajote-6762	533	1	_	_	PUNCT
ajote-6762	534	1	_	_	PUNCT
ajote-6762	535	1	_	_	PUNCT
ajote-6762	536	1	_	_	PUNCT
ajote-6762	537	1	_	_	PUNCT
ajote-6762	538	1	_	_	PUNCT
ajote-6762	539	1	_	_	PUNCT
ajote-6762	539	2	.	.	PUNCT
ajote-6762	540	1	a.	a.	PROPN
ajote-6762	540	2	brainstorming	brainstorming	PROPN
ajote-6762	540	3	b.	b.	PROPN
ajote-6762	540	4	clustering	clustering	PROPN
ajote-6762	540	5	c.	c.	PROPN
ajote-6762	540	6	editing	edit	VERB
ajote-6762	540	7	d.	d.	PROPN
ajote-6762	540	8	outlining	outline	VERB
ajote-6762	540	9	12	12	NUM
ajote-6762	540	10	.	.	PUNCT
ajote-6762	541	1	the	the	DET
ajote-6762	541	2	stage	stage	NOUN
ajote-6762	541	3	in	in	ADP
ajote-6762	541	4	the	the	DET
ajote-6762	541	5	communication	communication	NOUN
ajote-6762	541	6	process	process	NOUN
ajote-6762	541	7	where	where	SCONJ
ajote-6762	541	8	the	the	DET
ajote-6762	541	9	recipient	recipient	NOUN
ajote-6762	541	10	seeks	seek	VERB
ajote-6762	541	11	the	the	DET
ajote-6762	541	12	correct	correct	ADJ
ajote-6762	541	13	meaning	meaning	NOUN
ajote-6762	541	14	of	of	ADP
ajote-6762	541	15	the	the	DET
ajote-6762	541	16	message	message	NOUN
ajote-6762	541	17	is	be	AUX
ajote-6762	541	18	called	call	VERB
ajote-6762	541	19	_	_	PUNCT
ajote-6762	542	1	_	_	PUNCT
ajote-6762	543	1	_	_	PUNCT
ajote-6762	544	1	_	_	PUNCT
ajote-6762	545	1	_	_	PUNCT
ajote-6762	546	1	_	_	PUNCT
ajote-6762	547	1	_	_	PUNCT
ajote-6762	548	1	_	_	PUNCT
ajote-6762	549	1	_	_	PUNCT
ajote-6762	550	1	_	_	PUNCT
ajote-6762	551	1	_	_	PUNCT
ajote-6762	552	1	_	_	PUNCT
ajote-6762	553	1	_	_	PUNCT
ajote-6762	553	2	.	.	PUNCT
ajote-6762	554	1	a.	a.	PROPN
ajote-6762	554	2	channelling	channel	VERB
ajote-6762	554	3	b.	b.	PROPN
ajote-6762	554	4	decoding	decode	VERB
ajote-6762	554	5	c.	c.	PROPN
ajote-6762	554	6	feedback	feedback	PROPN
ajote-6762	554	7	d.	d.	PROPN
ajote-6762	554	8	interpretation	interpretation	PROPN
ajote-6762	554	9	13	13	NUM
ajote-6762	554	10	.	.	PUNCT
ajote-6762	555	1	the	the	DET
ajote-6762	555	2	use	use	NOUN
ajote-6762	555	3	of	of	ADP
ajote-6762	555	4	siren	siren	NOUN
ajote-6762	555	5	by	by	ADP
ajote-6762	555	6	the	the	DET
ajote-6762	555	7	police	police	NOUN
ajote-6762	555	8	,	,	PUNCT
ajote-6762	555	9	fire	fire	NOUN
ajote-6762	555	10	service	service	NOUN
ajote-6762	555	11	or	or	CCONJ
ajote-6762	555	12	ambulance	ambulance	NOUN
ajote-6762	555	13	to	to	PART
ajote-6762	555	14	suggest	suggest	VERB
ajote-6762	555	15	urgency	urgency	NOUN
ajote-6762	555	16	of	of	ADP
ajote-6762	555	17	the	the	DET
ajote-6762	555	18	situation	situation	NOUN
ajote-6762	555	19	is	be	AUX
ajote-6762	555	20	an	an	DET
ajote-6762	555	21	example	example	NOUN
ajote-6762	555	22	of	of	ADP
ajote-6762	555	23	a.	a.	PROPN
ajote-6762	555	24	haptics	haptics	PROPN
ajote-6762	555	25	b.	b.	PROPN
ajote-6762	555	26	kinesics	kinesics	PROPN
ajote-6762	555	27	c.	c.	PROPN
ajote-6762	555	28	objectics	objectics	PROPN
ajote-6762	555	29	d.	d.	PROPN
ajote-6762	555	30	oculesics	oculesics	PROPN
ajote-6762	555	31	14	14	NUM
ajote-6762	555	32	.	.	PUNCT
ajote-6762	556	1	converting	convert	VERB
ajote-6762	556	2	an	an	DET
ajote-6762	556	3	idea	idea	NOUN
ajote-6762	556	4	into	into	ADP
ajote-6762	556	5	written	write	VERB
ajote-6762	556	6	or	or	CCONJ
ajote-6762	556	7	spoken	spoken	ADJ
ajote-6762	556	8	form	form	NOUN
ajote-6762	556	9	of	of	ADP
ajote-6762	556	10	language	language	NOUN
ajote-6762	556	11	is	be	AUX
ajote-6762	556	12	called	call	VERB
ajote-6762	556	13	_	_	PUNCT
ajote-6762	557	1	_	_	PUNCT
ajote-6762	558	1	_	_	PUNCT
ajote-6762	559	1	_	_	PUNCT
ajote-6762	560	1	_	_	PUNCT
ajote-6762	561	1	_	_	PUNCT
ajote-6762	562	1	_	_	PUNCT
ajote-6762	563	1	_	_	PUNCT
ajote-6762	564	1	_	_	PUNCT
ajote-6762	565	1	_	_	PUNCT
ajote-6762	565	2	.	.	PUNCT
ajote-6762	566	1	a.	a.	NOUN
ajote-6762	566	2	decoding	decode	VERB
ajote-6762	566	3	b.	b.	PROPN
ajote-6762	566	4	encoding	encoding	PROPN
ajote-6762	566	5	c.	c.	PROPN
ajote-6762	566	6	ideation	ideation	PROPN
ajote-6762	566	7	d.	d.	PROPN
ajote-6762	566	8	interpretation	interpretation	PROPN
ajote-6762	566	9	analysis	analysis	NOUN
ajote-6762	566	10	of	of	ADP
ajote-6762	566	11	item	item	NOUN
ajote-6762	566	12	writing	write	VERB
ajote-6762	566	13	flaws	flaw	NOUN
ajote-6762	566	14	in	in	ADP
ajote-6762	566	15	a	a	DET
ajote-6762	566	16	communications	communication	NOUN
ajote-6762	566	17	skills	skill	NOUN
ajote-6762	566	18	test	test	NOUN
ajote-6762	566	19	in	in	ADP
ajote-6762	566	20	a	a	DET
ajote-6762	566	21	ghanaian	ghanaian	ADJ
ajote-6762	566	22	university	university	NOUN
ajote-6762	566	23	ajote	ajote	NOUN
ajote-6762	566	24	vol.10	vol.10	NOUN
ajote-6762	566	25	no	no	INTJ
ajote-6762	566	26	.	.	NOUN
ajote-6762	566	27	2	2	NUM
ajote-6762	566	28	(	(	PUNCT
ajote-6762	566	29	2021	2021	NUM
ajote-6762	566	30	)	)	PUNCT
ajote-6762	566	31	,	,	PUNCT
ajote-6762	566	32	121	121	NUM
ajote-6762	566	33	-	-	SYM
ajote-6762	566	34	143	143	NUM
ajote-6762	566	35	143	143	NUM
ajote-6762	566	36	15	15	NUM
ajote-6762	566	37	.	.	PUNCT
ajote-6762	567	1	which	which	PRON
ajote-6762	567	2	of	of	ADP
ajote-6762	567	3	the	the	DET
ajote-6762	567	4	following	follow	VERB
ajote-6762	567	5	is	be	AUX
ajote-6762	567	6	not	not	PART
ajote-6762	567	7	a	a	DET
ajote-6762	567	8	feature	feature	NOUN
ajote-6762	567	9	of	of	ADP
ajote-6762	567	10	a	a	DET
ajote-6762	567	11	good	good	ADJ
ajote-6762	567	12	note	note	NOUN
ajote-6762	567	13	?	?	PUNCT
ajote-6762	568	1	a.	a.	PROPN
ajote-6762	568	2	descriptive	descriptive	PROPN
ajote-6762	568	3	b.	b.	PROPN
ajote-6762	568	4	readable	readable	ADJ
ajote-6762	568	5	c.	c.	PROPN
ajote-6762	568	6	reflects	reflect	VERB
ajote-6762	568	7	the	the	DET
ajote-6762	568	8	source	source	NOUN
ajote-6762	568	9	d.	d.	PROPN
ajote-6762	568	10	understandable	understandable	ADJ
ajote-6762	568	11	16	16	NUM
ajote-6762	568	12	.	.	PUNCT
ajote-6762	569	1	all	all	DET
ajote-6762	569	2	the	the	DET
ajote-6762	569	3	following	following	NOUN
ajote-6762	569	4	are	be	AUX
ajote-6762	569	5	ways	way	NOUN
ajote-6762	569	6	of	of	ADP
ajote-6762	569	7	writing	write	VERB
ajote-6762	569	8	notes	note	NOUN
ajote-6762	569	9	except	except	SCONJ
ajote-6762	569	10	_	_	PUNCT
ajote-6762	569	11	_	_	PUNCT
ajote-6762	570	1	_	_	PUNCT
ajote-6762	571	1	_	_	PUNCT
ajote-6762	572	1	_	_	PUNCT
ajote-6762	573	1	_	_	PUNCT
ajote-6762	574	1	_	_	PUNCT
ajote-6762	575	1	_	_	PUNCT
ajote-6762	576	1	_	_	PUNCT
ajote-6762	577	1	_	_	PUNCT
ajote-6762	578	1	_	_	PUNCT
ajote-6762	579	1	_	_	PUNCT
ajote-6762	580	1	_	_	PUNCT
ajote-6762	581	1	_	_	PUNCT
ajote-6762	582	1	_	_	PUNCT
ajote-6762	583	1	_	_	PUNCT
ajote-6762	583	2	.	.	PUNCT
ajote-6762	584	1	a.	a.	PROPN
ajote-6762	584	2	detailing	detail	VERB
ajote-6762	584	3	b.	b.	PROPN
ajote-6762	584	4	headline	headline	PROPN
ajote-6762	584	5	c.	c.	PROPN
ajote-6762	584	6	paraphrasing	paraphrase	VERB
ajote-6762	584	7	d.	d.	PROPN
ajote-6762	584	8	spidergram	spidergram	PROPN
ajote-6762	584	9	17	17	NUM
ajote-6762	584	10	.	.	PUNCT
ajote-6762	585	1	which	which	PRON
ajote-6762	585	2	of	of	ADP
ajote-6762	585	3	the	the	DET
ajote-6762	585	4	following	follow	VERB
ajote-6762	585	5	reading	read	VERB
ajote-6762	585	6	techniques	technique	NOUN
ajote-6762	585	7	is	be	AUX
ajote-6762	585	8	employed	employ	VERB
ajote-6762	585	9	at	at	ADP
ajote-6762	585	10	the	the	DET
ajote-6762	585	11	survey	survey	NOUN
ajote-6762	585	12	stage	stage	NOUN
ajote-6762	585	13	of	of	ADP
ajote-6762	585	14	the	the	DET
ajote-6762	585	15	sq4rs	sq4rs	NOUN
ajote-6762	585	16	method	method	NOUN
ajote-6762	585	17	?	?	PUNCT
ajote-6762	586	1	a.	a.	NOUN
ajote-6762	586	2	browsing	browse	VERB
ajote-6762	586	3	b.	b.	PROPN
ajote-6762	586	4	drifting	drift	VERB
ajote-6762	586	5	c.	c.	NOUN
ajote-6762	586	6	scanning	scan	VERB
ajote-6762	586	7	d.	d.	NOUN
ajote-6762	586	8	skimming	skim	VERB
ajote-6762	586	9	18	18	NUM
ajote-6762	586	10	.	.	PUNCT
ajote-6762	587	1	which	which	PRON
ajote-6762	587	2	of	of	ADP
ajote-6762	587	3	the	the	DET
ajote-6762	587	4	following	follow	VERB
ajote-6762	587	5	is	be	AUX
ajote-6762	587	6	not	not	PART
ajote-6762	587	7	a	a	DET
ajote-6762	587	8	negative	negative	ADJ
ajote-6762	587	9	reading	reading	NOUN
ajote-6762	587	10	habit	habit	NOUN
ajote-6762	587	11	?	?	PUNCT
ajote-6762	588	1	a.	a.	NOUN
ajote-6762	588	2	fixation	fixation	PROPN
ajote-6762	588	3	b.	b.	PROPN
ajote-6762	588	4	regression	regression	PROPN
ajote-6762	588	5	c.	c.	PROPN
ajote-6762	588	6	stress	stress	PROPN
ajote-6762	588	7	d.	d.	PROPN
ajote-6762	588	8	vocalization	vocalization	PROPN
ajote-6762	588	9	19	19	NUM
ajote-6762	588	10	.	.	PUNCT
ajote-6762	589	1	the	the	DET
ajote-6762	589	2	type	type	NOUN
ajote-6762	589	3	of	of	ADP
ajote-6762	589	4	reading	reading	NOUN
ajote-6762	589	5	that	that	PRON
ajote-6762	589	6	is	be	AUX
ajote-6762	589	7	undertaken	undertake	VERB
ajote-6762	589	8	for	for	ADP
ajote-6762	589	9	academic	academic	ADJ
ajote-6762	589	10	and	and	CCONJ
ajote-6762	589	11	professional	professional	ADJ
ajote-6762	589	12	purposes	purpose	NOUN
ajote-6762	589	13	is	be	AUX
ajote-6762	589	14	_	_	NOUN
ajote-6762	589	15	_	_	PUNCT
ajote-6762	589	16	_	_	PUNCT
ajote-6762	589	17	.	.	PUNCT
ajote-6762	590	1	a.	a.	PROPN
ajote-6762	590	2	diving	diving	PROPN
ajote-6762	590	3	b.	b.	PROPN
ajote-6762	590	4	extensive	extensive	ADJ
ajote-6762	590	5	reading	reading	NOUN
ajote-6762	590	6	c.	c.	PROPN
ajote-6762	590	7	faster	fast	ADV
ajote-6762	590	8	reading	read	VERB
ajote-6762	590	9	d.	d.	PROPN
ajote-6762	590	10	intensive	intensive	ADJ
ajote-6762	590	11	reading	read	VERB
ajote-6762	590	12	20	20	NUM
ajote-6762	590	13	.	.	PUNCT
ajote-6762	591	1	any	any	DET
ajote-6762	591	2	paragraph	paragraph	NOUN
ajote-6762	591	3	that	that	PRON
ajote-6762	591	4	lacks	lack	VERB
ajote-6762	591	5	coherence	coherence	NOUN
ajote-6762	591	6	would	would	AUX
ajote-6762	591	7	lack	lack	VERB
ajote-6762	591	8	unity	unity	NOUN
ajote-6762	591	9	.	.	PUNCT
ajote-6762	592	1	a.	a.	PROPN
ajote-6762	592	2	true	true	PROPN
ajote-6762	592	3	b.	b.	PROPN
ajote-6762	592	4	false	false	ADJ