id	sid	tid	token	lemma	pos
absel-36	1	1	how	how	SCONJ
absel-36	1	2	many	many	ADJ
absel-36	1	3	options	option	NOUN
absel-36	1	4	do	do	VERB
absel-36	1	5	multiple	multiple	ADJ
absel-36	1	6	-	-	PUNCT
absel-36	1	7	choice	choice	NOUN
absel-36	1	8	questions	question	NOUN
absel-36	1	9	really	really	ADV
absel-36	1	10	have	have	VERB
absel-36	1	11	?	?	PUNCT
absel-36	2	1	page	page	NOUN
absel-36	2	2	171	171	NUM
absel-36	2	3	developments	development	NOUN
absel-36	2	4	in	in	ADP
absel-36	2	5	business	business	NOUN
absel-36	2	6	simulation	simulation	NOUN
absel-36	2	7	and	and	CCONJ
absel-36	2	8	experiential	experiential	ADJ
absel-36	2	9	learning	learning	NOUN
absel-36	2	10	,	,	PUNCT
absel-36	2	11	volume	volume	NOUN
absel-36	2	12	40	40	NUM
absel-36	2	13	,	,	PUNCT
absel-36	2	14	2013	2013	NUM
absel-36	2	15	abstract	abstract	ADJ
absel-36	2	16	one	one	NUM
absel-36	2	17	of	of	ADP
absel-36	2	18	the	the	DET
absel-36	2	19	major	major	ADJ
absel-36	2	20	difficulties	difficulty	NOUN
absel-36	2	21	–	–	PUNCT
absel-36	2	22	perhaps	perhaps	ADV
absel-36	2	23	the	the	DET
absel-36	2	24	major	major	ADJ
absel-36	2	25	difficulty	difficulty	NOUN
absel-36	2	26	–	–	PUNCT
absel-36	2	27	in	in	ADP
absel-36	2	28	composing	compose	VERB
absel-36	2	29	multiple	multiple	ADJ
absel-36	2	30	-	-	PUNCT
absel-36	2	31	choice	choice	NOUN
absel-36	2	32	questions	question	NOUN
absel-36	2	33	is	be	AUX
absel-36	2	34	the	the	DET
absel-36	2	35	writing	writing	NOUN
absel-36	2	36	of	of	ADP
absel-36	2	37	distractors	distractor	NOUN
absel-36	2	38	,	,	PUNCT
absel-36	2	39	i.e.	i.e.	X
absel-36	2	40	,	,	PUNCT
absel-36	2	41	the	the	DET
absel-36	2	42	incorrect	incorrect	ADJ
absel-36	2	43	answer	answer	NOUN
absel-36	2	44	options	option	NOUN
absel-36	2	45	.	.	PUNCT
absel-36	3	1	yet	yet	ADV
absel-36	3	2	distractors	distractor	NOUN
absel-36	3	3	play	play	VERB
absel-36	3	4	an	an	DET
absel-36	3	5	obviously	obviously	ADV
absel-36	3	6	essential	essential	ADJ
absel-36	3	7	role	role	NOUN
absel-36	3	8	in	in	ADP
absel-36	3	9	determining	determine	VERB
absel-36	3	10	the	the	DET
absel-36	3	11	effectiveness	effectiveness	NOUN
absel-36	3	12	of	of	ADP
absel-36	3	13	a	a	DET
absel-36	3	14	question	question	NOUN
absel-36	3	15	.	.	PUNCT
absel-36	4	1	item	item	NOUN
absel-36	4	2	analysis	analysis	NOUN
absel-36	4	3	,	,	PUNCT
absel-36	4	4	and	and	CCONJ
absel-36	4	5	more	more	ADV
absel-36	4	6	specifically	specifically	ADV
absel-36	4	7	the	the	DET
absel-36	4	8	analysis	analysis	NOUN
absel-36	4	9	of	of	ADP
absel-36	4	10	item	item	NOUN
absel-36	4	11	distractors	distractor	NOUN
absel-36	4	12	,	,	PUNCT
absel-36	4	13	is	be	AUX
absel-36	4	14	an	an	DET
absel-36	4	15	established	establish	VERB
absel-36	4	16	tradition	tradition	NOUN
absel-36	4	17	.	.	PUNCT
absel-36	5	1	however	however	ADV
absel-36	5	2	,	,	PUNCT
absel-36	5	3	only	only	ADV
absel-36	5	4	minimal	minimal	ADJ
absel-36	5	5	item	item	NOUN
absel-36	5	6	analysis	analysis	NOUN
absel-36	5	7	of	of	ADP
absel-36	5	8	ubiquitous	ubiquitous	ADJ
absel-36	5	9	multiple	multiple	ADJ
absel-36	5	10	-	-	PUNCT
absel-36	5	11	choice	choice	NOUN
absel-36	5	12	question	question	NOUN
absel-36	5	13	banks	bank	NOUN
absel-36	5	14	accompanying	accompany	VERB
absel-36	5	15	marketing	marketing	NOUN
absel-36	5	16	texts	text	NOUN
absel-36	5	17	has	have	AUX
absel-36	5	18	been	be	AUX
absel-36	5	19	published	publish	VERB
absel-36	5	20	and	and	CCONJ
absel-36	5	21	no	no	DET
absel-36	5	22	analyses	analysis	NOUN
absel-36	5	23	of	of	ADP
absel-36	5	24	distractors	distractor	NOUN
absel-36	5	25	.	.	PUNCT
absel-36	6	1	this	this	DET
absel-36	6	2	study	study	NOUN
absel-36	6	3	describes	describe	VERB
absel-36	6	4	the	the	DET
absel-36	6	5	extent	extent	NOUN
absel-36	6	6	to	to	PART
absel-36	6	7	which	which	PRON
absel-36	6	8	distractors	distractor	NOUN
absel-36	6	9	do	do	AUX
absel-36	6	10	not	not	PART
absel-36	6	11	,	,	PUNCT
absel-36	6	12	in	in	ADP
absel-36	6	13	fact	fact	NOUN
absel-36	6	14	,	,	PUNCT
absel-36	6	15	distract	distract	VERB
absel-36	6	16	in	in	ADP
absel-36	6	17	five	five	NUM
absel-36	6	18	such	such	ADJ
absel-36	6	19	question	question	NOUN
absel-36	6	20	banks	bank	NOUN
absel-36	6	21	.	.	PUNCT
absel-36	7	1	introduction	introduction	NOUN
absel-36	7	2	and	and	CCONJ
absel-36	7	3	purpose	purpose	VERB
absel-36	7	4	a	a	DET
absel-36	7	5	defining	define	VERB
absel-36	7	6	property	property	NOUN
absel-36	7	7	of	of	ADP
absel-36	7	8	multiple	multiple	ADJ
absel-36	7	9	-	-	PUNCT
absel-36	7	10	choice	choice	NOUN
absel-36	7	11	questions	question	NOUN
absel-36	7	12	is	be	AUX
absel-36	7	13	the	the	DET
absel-36	7	14	number	number	NOUN
absel-36	7	15	of	of	ADP
absel-36	7	16	answer	answer	NOUN
absel-36	7	17	options	option	NOUN
absel-36	7	18	,	,	PUNCT
absel-36	7	19	that	that	DET
absel-36	7	20	number	number	NOUN
absel-36	7	21	having	have	VERB
absel-36	7	22	important	important	ADJ
absel-36	7	23	implications	implication	NOUN
absel-36	7	24	as	as	SCONJ
absel-36	7	25	described	describe	VERB
absel-36	7	26	below	below	ADV
absel-36	7	27	.	.	PUNCT
absel-36	8	1	the	the	DET
absel-36	8	2	answer	answer	NOUN
absel-36	8	3	options	option	NOUN
absel-36	8	4	,	,	PUNCT
absel-36	8	5	of	of	ADP
absel-36	8	6	course	course	NOUN
absel-36	8	7	,	,	PUNCT
absel-36	8	8	usually	usually	ADV
absel-36	8	9	comprise	comprise	VERB
absel-36	8	10	the	the	DET
absel-36	8	11	correct	correct	ADJ
absel-36	8	12	answer	answer	NOUN
absel-36	8	13	plus	plus	CCONJ
absel-36	8	14	several	several	ADJ
absel-36	8	15	distractors	distractor	NOUN
absel-36	8	16	(	(	PUNCT
absel-36	8	17	or	or	CCONJ
absel-36	8	18	foils	foil	NOUN
absel-36	8	19	or	or	CCONJ
absel-36	8	20	misleads	mislead	NOUN
absel-36	8	21	)	)	PUNCT
absel-36	8	22	,	,	PUNCT
absel-36	8	23	i.e.	i.e.	X
absel-36	8	24	,	,	PUNCT
absel-36	8	25	the	the	DET
absel-36	8	26	incorrect	incorrect	ADJ
absel-36	8	27	answer	answer	NOUN
absel-36	8	28	options	option	NOUN
absel-36	8	29	.	.	PUNCT
absel-36	9	1	distractors	distractor	NOUN
absel-36	9	2	are	be	AUX
absel-36	9	3	the	the	DET
absel-36	9	4	focus	focus	NOUN
absel-36	9	5	of	of	ADP
absel-36	9	6	the	the	DET
absel-36	9	7	present	present	ADJ
absel-36	9	8	study	study	NOUN
absel-36	9	9	,	,	PUNCT
absel-36	9	10	specifically	specifically	ADV
absel-36	9	11	the	the	DET
absel-36	9	12	number	number	NOUN
absel-36	9	13	of	of	ADP
absel-36	9	14	effective	effective	ADJ
absel-36	9	15	distractors	distractor	NOUN
absel-36	9	16	(	(	PUNCT
absel-36	9	17	as	as	SCONJ
absel-36	9	18	opposed	oppose	VERB
absel-36	9	19	to	to	ADP
absel-36	9	20	the	the	DET
absel-36	9	21	nominal	nominal	ADJ
absel-36	9	22	number	number	NOUN
absel-36	9	23	of	of	ADP
absel-36	9	24	distractors	distractor	NOUN
absel-36	9	25	)	)	PUNCT
absel-36	9	26	.	.	PUNCT
absel-36	10	1	the	the	DET
absel-36	10	2	purpose	purpose	NOUN
absel-36	10	3	of	of	ADP
absel-36	10	4	the	the	DET
absel-36	10	5	study	study	NOUN
absel-36	10	6	is	be	AUX
absel-36	10	7	to	to	PART
absel-36	10	8	examine	examine	VERB
absel-36	10	9	multiple	multiple	ADJ
absel-36	10	10	-	-	PUNCT
absel-36	10	11	choice	choice	NOUN
absel-36	10	12	question	question	NOUN
absel-36	10	13	banks	bank	NOUN
absel-36	10	14	accompanying	accompany	VERB
absel-36	10	15	several	several	ADJ
absel-36	10	16	widely	widely	ADV
absel-36	10	17	adopted	adopt	VERB
absel-36	10	18	(	(	PUNCT
absel-36	10	19	marketing	marketing	NOUN
absel-36	10	20	)	)	PUNCT
absel-36	10	21	text	text	NOUN
absel-36	10	22	books	book	NOUN
absel-36	10	23	to	to	PART
absel-36	10	24	determine	determine	VERB
absel-36	10	25	the	the	DET
absel-36	10	26	effective	effective	ADJ
absel-36	10	27	number	number	NOUN
absel-36	10	28	of	of	ADP
absel-36	10	29	distractors	distractor	NOUN
absel-36	10	30	.	.	PUNCT
absel-36	11	1	“	"	PUNCT
absel-36	11	2	the	the	DET
absel-36	11	3	content	content	NOUN
absel-36	11	4	of	of	ADP
absel-36	11	5	an	an	DET
absel-36	11	6	item	item	NOUN
absel-36	11	7	can	can	AUX
absel-36	11	8	be	be	AUX
absel-36	11	9	altered	alter	VERB
absel-36	11	10	radically	radically	ADV
absel-36	11	11	by	by	ADP
absel-36	11	12	changing	change	VERB
absel-36	11	13	the	the	DET
absel-36	11	14	distractors	distractor	NOUN
absel-36	11	15	,	,	PUNCT
absel-36	11	16	while	while	SCONJ
absel-36	11	17	keeping	keep	VERB
absel-36	11	18	the	the	DET
absel-36	11	19	correct	correct	ADJ
absel-36	11	20	response	response	NOUN
absel-36	11	21	the	the	DET
absel-36	11	22	same	same	ADJ
absel-36	11	23	.	.	PUNCT
absel-36	11	24	”	"	PUNCT
absel-36	12	1	(	(	PUNCT
absel-36	12	2	cronbach	cronbach	ADJ
absel-36	12	3	,	,	PUNCT
absel-36	12	4	1971	1971	NUM
absel-36	12	5	,	,	PUNCT
absel-36	12	6	p.	p.	NOUN
absel-36	12	7	454	454	NUM
absel-36	12	8	)	)	PUNCT
absel-36	12	9	accordingly	accordingly	ADV
absel-36	12	10	,	,	PUNCT
absel-36	12	11	writing	write	VERB
absel-36	12	12	distractors	distractor	NOUN
absel-36	12	13	is	be	AUX
absel-36	12	14	a	a	DET
absel-36	12	15	challenge	challenge	NOUN
absel-36	12	16	for	for	ADP
absel-36	12	17	test	test	NOUN
absel-36	12	18	developers	developer	NOUN
absel-36	12	19	:	:	PUNCT
absel-36	12	20			PRON
absel-36	12	21	“	"	PUNCT
absel-36	12	22	the	the	DET
absel-36	12	23	major	major	ADJ
absel-36	12	24	short	short	ADJ
absel-36	12	25	-	-	PUNCT
absel-36	12	26	comings	coming	NOUN
absel-36	12	27	of	of	ADP
absel-36	12	28	multiple	multiple	ADJ
absel-36	12	29	-	-	PUNCT
absel-36	12	30	choice	choice	NOUN
absel-36	12	31	questions	question	NOUN
absel-36	12	32	are	be	AUX
absel-36	12	33	,	,	PUNCT
absel-36	12	34	first	first	ADV
absel-36	12	35	,	,	PUNCT
absel-36	12	36	the	the	DET
absel-36	12	37	difficulty	difficulty	NOUN
absel-36	12	38	of	of	ADP
absel-36	12	39	writing	write	VERB
absel-36	12	40	good	good	ADJ
absel-36	12	41	distractor	distractor	NOUN
absel-36	12	42	options	option	NOUN
absel-36	12	43	...	...	PUNCT
absel-36	12	44	”	"	PUNCT
absel-36	13	1	(	(	PUNCT
absel-36	13	2	gregory	gregory	NOUN
absel-36	13	3	,	,	PUNCT
absel-36	13	4	2011	2011	NUM
absel-36	13	5	,	,	PUNCT
absel-36	13	6	p.	p.	NOUN
absel-36	13	7	140	140	NUM
absel-36	13	8	)	)	PUNCT
absel-36	13	9			NOUN
absel-36	14	1	“	"	PUNCT
absel-36	14	2	when	when	SCONJ
absel-36	14	3	an	an	DET
absel-36	14	4	individual	individual	ADJ
absel-36	14	5	item	item	NOUN
absel-36	14	6	is	be	AUX
absel-36	14	7	being	be	AUX
absel-36	14	8	written	write	VERB
absel-36	14	9	,	,	PUNCT
absel-36	14	10	the	the	DET
absel-36	14	11	number	number	NOUN
absel-36	14	12	of	of	ADP
absel-36	14	13	potentially	potentially	ADV
absel-36	14	14	meaningful	meaningful	ADJ
absel-36	14	15	,	,	PUNCT
absel-36	14	16	relevant	relevant	ADJ
absel-36	14	17	distractors	distractor	NOUN
absel-36	14	18	is	be	AUX
absel-36	14	19	far	far	ADV
absel-36	14	20	more	more	ADV
absel-36	14	21	limited	limited	ADJ
absel-36	14	22	[	[	PUNCT
absel-36	14	23	than	than	ADP
absel-36	14	24	the	the	DET
absel-36	14	25	universe	universe	NOUN
absel-36	14	26	of	of	ADP
absel-36	14	27	items	item	NOUN
absel-36	14	28	]	]	PUNCT
absel-36	14	29	;	;	PUNCT
absel-36	14	30	the	the	DET
absel-36	14	31	law	law	NOUN
absel-36	14	32	of	of	ADP
absel-36	14	33	diminishing	diminish	VERB
absel-36	14	34	returns	return	NOUN
absel-36	14	35	very	very	ADV
absel-36	14	36	quickly	quickly	ADV
absel-36	14	37	takes	take	VERB
absel-36	14	38	over	over	ADP
absel-36	14	39	...	...	PUNCT
absel-36	14	40	the	the	DET
absel-36	14	41	search	search	NOUN
absel-36	14	42	for	for	ADP
absel-36	14	43	good	good	ADJ
absel-36	14	44	distractors	distractor	NOUN
absel-36	14	45	after	after	SCONJ
absel-36	14	46	three	three	NUM
absel-36	14	47	or	or	CCONJ
absel-36	14	48	four	four	NUM
absel-36	14	49	good	good	ADJ
absel-36	14	50	ones	one	NOUN
absel-36	14	51	have	have	AUX
absel-36	14	52	already	already	ADV
absel-36	14	53	been	be	AUX
absel-36	14	54	found	find	VERB
absel-36	14	55	is	be	AUX
absel-36	14	56	likely	likely	ADJ
absel-36	14	57	to	to	PART
absel-36	14	58	be	be	AUX
absel-36	14	59	frustrating	frustrating	ADJ
absel-36	14	60	and	and	CCONJ
absel-36	14	61	fruitless	fruitless	ADJ
absel-36	14	62	.	.	PUNCT
absel-36	14	63	”	"	PUNCT
absel-36	15	1	(	(	PUNCT
absel-36	15	2	wesman	wesman	NOUN
absel-36	15	3	,	,	PUNCT
absel-36	15	4	1971	1971	NUM
absel-36	15	5	,	,	PUNCT
absel-36	15	6	p.	p.	NOUN
absel-36	15	7	99	99	NUM
absel-36	15	8	-	-	SYM
absel-36	15	9	98	98	NUM
absel-36	15	10	)	)	PUNCT
absel-36	15	11			NOUN
absel-36	16	1	“	"	PUNCT
absel-36	16	2	...	...	PUNCT
absel-36	16	3	preparation	preparation	NOUN
absel-36	16	4	of	of	ADP
absel-36	16	5	an	an	DET
absel-36	16	6	additional	additional	ADJ
absel-36	16	7	distractor	distractor	NOUN
absel-36	16	8	may	may	AUX
absel-36	16	9	well	well	ADV
absel-36	16	10	require	require	VERB
absel-36	16	11	disproportionate	disproportionate	ADJ
absel-36	16	12	additional	additional	ADJ
absel-36	16	13	effort	effort	NOUN
absel-36	16	14	on	on	ADP
absel-36	16	15	the	the	DET
absel-36	16	16	part	part	NOUN
absel-36	16	17	of	of	ADP
absel-36	16	18	the	the	DET
absel-36	16	19	item	item	NOUN
absel-36	16	20	writers	writer	NOUN
absel-36	16	21	.	.	PUNCT
absel-36	16	22	”	"	PUNCT
absel-36	17	1	(	(	PUNCT
absel-36	17	2	tinkelman	tinkelman	NOUN
absel-36	17	3	,	,	PUNCT
absel-36	17	4	1971	1971	NUM
absel-36	17	5	,	,	PUNCT
absel-36	17	6	p.	p.	NOUN
absel-36	17	7	74	74	NUM
absel-36	17	8	)	)	PUNCT
absel-36	17	9			PRON
absel-36	18	1	“	"	PUNCT
absel-36	18	2	the	the	DET
absel-36	18	3	use	use	NOUN
absel-36	18	4	of	of	ADP
absel-36	18	5	five	five	NUM
absel-36	18	6	alternatives	alternative	NOUN
absel-36	18	7	is	be	AUX
absel-36	18	8	probably	probably	ADV
absel-36	18	9	the	the	DET
absel-36	18	10	upper	upper	ADJ
absel-36	18	11	limit	limit	NOUN
absel-36	18	12	...	...	PUNCT
absel-36	18	13	due	due	ADP
absel-36	18	14	to	to	ADP
absel-36	18	15	the	the	DET
absel-36	18	16	difficulty	difficulty	NOUN
absel-36	18	17	in	in	ADP
absel-36	18	18	developing	develop	VERB
absel-36	18	19	plausible	plausible	ADJ
absel-36	18	20	distractors	distractor	NOUN
absel-36	18	21	...	...	PUNCT
absel-36	18	22	”	"	PUNCT
absel-36	19	1	(	(	PUNCT
absel-36	19	2	reynolds	reynolds	PROPN
absel-36	19	3	&	&	CCONJ
absel-36	19	4	livingston	livingston	PROPN
absel-36	19	5	,	,	PUNCT
absel-36	19	6	2012	2012	NUM
absel-36	19	7	,	,	PUNCT
absel-36	19	8	p.	p.	NOUN
absel-36	19	9	198	198	NUM
absel-36	19	10	)	)	PUNCT
absel-36	19	11	the	the	DET
absel-36	19	12	number	number	NOUN
absel-36	19	13	of	of	ADP
absel-36	19	14	answer	answer	NOUN
absel-36	19	15	options	option	NOUN
absel-36	19	16	–	–	PUNCT
absel-36	19	17	usually	usually	ADV
absel-36	19	18	comprising	comprise	VERB
absel-36	19	19	one	one	NUM
absel-36	19	20	correct	correct	ADJ
absel-36	19	21	answer	answer	NOUN
absel-36	19	22	plus	plus	CCONJ
absel-36	19	23	the	the	DET
absel-36	19	24	distractors	distractor	NOUN
absel-36	19	25	–	–	PUNCT
absel-36	19	26	is	be	AUX
absel-36	19	27	critical	critical	ADJ
absel-36	19	28	.	.	PUNCT
absel-36	20	1	fundamentally	fundamentally	ADV
absel-36	20	2	,	,	PUNCT
absel-36	20	3	the	the	PRON
absel-36	20	4	greater	great	ADJ
absel-36	20	5	the	the	DET
absel-36	20	6	number	number	NOUN
absel-36	20	7	of	of	ADP
absel-36	20	8	options	option	NOUN
absel-36	20	9	presumably	presumably	ADV
absel-36	20	10	the	the	PRON
absel-36	20	11	more	more	ADV
absel-36	20	12	difficult	difficult	ADJ
absel-36	20	13	it	it	PRON
absel-36	20	14	is	be	AUX
absel-36	20	15	to	to	PART
absel-36	20	16	answer	answer	VERB
absel-36	20	17	the	the	DET
absel-36	20	18	question	question	NOUN
absel-36	20	19	correctly	correctly	ADV
absel-36	20	20	.	.	PUNCT
absel-36	21	1	distractors	distractor	NOUN
absel-36	21	2	that	that	PRON
absel-36	21	3	are	be	AUX
absel-36	21	4	obviously	obviously	ADV
absel-36	21	5	incorrect	incorrect	ADJ
absel-36	21	6	effectively	effectively	ADV
absel-36	21	7	reduce	reduce	VERB
absel-36	21	8	the	the	DET
absel-36	21	9	number	number	NOUN
absel-36	21	10	of	of	ADP
absel-36	21	11	response	response	NOUN
absel-36	21	12	options	option	NOUN
absel-36	21	13	and	and	CCONJ
absel-36	21	14	,	,	PUNCT
absel-36	21	15	thus	thus	ADV
absel-36	21	16	,	,	PUNCT
absel-36	21	17	compromise	compromise	VERB
absel-36	21	18	the	the	DET
absel-36	21	19	purpose	purpose	NOUN
absel-36	21	20	of	of	ADP
absel-36	21	21	testing	testing	NOUN
absel-36	21	22	.	.	PUNCT
absel-36	22	1	the	the	DET
absel-36	22	2	primary	primary	ADJ
absel-36	22	3	implication	implication	NOUN
absel-36	22	4	of	of	ADP
absel-36	22	5	implausible	implausible	ADJ
absel-36	22	6	disctractors	disctractor	NOUN
absel-36	22	7	is	be	AUX
absel-36	22	8	that	that	SCONJ
absel-36	22	9	measurement	measurement	NOUN
absel-36	22	10	of	of	ADP
absel-36	22	11	examinees	examinee	NOUN
absel-36	22	12	is	be	AUX
absel-36	22	13	compromised	compromise	VERB
absel-36	22	14	.	.	PUNCT
absel-36	23	1	“	"	PUNCT
absel-36	23	2	this	this	DET
absel-36	23	3	[	[	X
absel-36	23	4	measuring	measure	VERB
absel-36	23	5	students	student	NOUN
absel-36	23	6	’	'	PUNCT
absel-36	23	7	levels	level	NOUN
absel-36	23	8	of	of	ADP
absel-36	23	9	comprehension	comprehension	NOUN
absel-36	23	10	]	]	PUNCT
absel-36	23	11	does	do	AUX
absel-36	23	12	not	not	PART
absel-36	23	13	result	result	VERB
absel-36	23	14	if	if	SCONJ
absel-36	23	15	the	the	DET
absel-36	23	16	test	test	NOUN
absel-36	23	17	questions	question	NOUN
absel-36	23	18	are	be	AUX
absel-36	23	19	such	such	ADJ
absel-36	23	20	that	that	SCONJ
absel-36	23	21	little	little	ADJ
absel-36	23	22	real	real	ADJ
absel-36	23	23	knowledge	knowledge	NOUN
absel-36	23	24	is	be	AUX
absel-36	23	25	needed	need	VERB
absel-36	23	26	by	by	ADP
absel-36	23	27	the	the	DET
absel-36	23	28	testee	testee	NOUN
absel-36	23	29	because	because	SCONJ
absel-36	23	30	of	of	ADP
absel-36	23	31	the	the	DET
absel-36	23	32	ease	ease	NOUN
absel-36	23	33	of	of	ADP
absel-36	23	34	eliminating	eliminate	VERB
absel-36	23	35	ridiculous	ridiculous	ADJ
absel-36	23	36	or	or	CCONJ
absel-36	23	37	remote	remote	ADJ
absel-36	23	38	possibilities	possibility	NOUN
absel-36	23	39	in	in	ADP
absel-36	23	40	the	the	DET
absel-36	23	41	incorrect	incorrect	ADJ
absel-36	23	42	choices	choice	NOUN
absel-36	23	43	.	.	PUNCT
absel-36	23	44	”	"	PUNCT
absel-36	24	1	(	(	PUNCT
absel-36	24	2	weitzman	weitzman	NOUN
absel-36	24	3	&	&	CCONJ
absel-36	24	4	mcnamara	mcnamara	PROPN
absel-36	24	5	,	,	PUNCT
absel-36	24	6	1945/1946	1945/1946	NUM
absel-36	24	7	,	,	PUNCT
absel-36	24	8	p.	p.	NOUN
absel-36	24	9	517	517	NUM
absel-36	24	10	)	)	PUNCT
absel-36	24	11	operationally	operationally	ADV
absel-36	24	12	,	,	PUNCT
absel-36	24	13	the	the	PRON
absel-36	24	14	greater	great	ADJ
absel-36	24	15	the	the	DET
absel-36	24	16	number	number	NOUN
absel-36	24	17	of	of	ADP
absel-36	24	18	options	option	NOUN
absel-36	24	19	the	the	DET
absel-36	24	20	less	less	ADV
absel-36	24	21	probable	probable	ADJ
absel-36	24	22	that	that	SCONJ
absel-36	24	23	the	the	DET
absel-36	24	24	correct	correct	ADJ
absel-36	24	25	answer	answer	NOUN
absel-36	24	26	can	can	AUX
absel-36	24	27	be	be	AUX
absel-36	24	28	guessed	guess	VERB
absel-36	24	29	.	.	PUNCT
absel-36	25	1	“	"	PUNCT
absel-36	25	2	...	...	PUNCT
absel-36	25	3	some	some	DET
absel-36	25	4	test	test	NOUN
absel-36	25	5	developers	developer	NOUN
absel-36	25	6	suggest	suggest	VERB
absel-36	25	7	using	use	VERB
absel-36	25	8	five	five	NUM
absel-36	25	9	alternatives	alternative	NOUN
absel-36	26	1	[	[	X
absel-36	26	2	rather	rather	ADV
absel-36	26	3	than	than	ADP
absel-36	26	4	the	the	DET
absel-36	26	5	more	more	ADV
absel-36	26	6	common	common	ADJ
absel-36	26	7	four	four	NUM
absel-36	26	8	]	]	PUNCT
absel-36	26	9	because	because	SCONJ
absel-36	26	10	using	use	VERB
absel-36	26	11	more	more	ADJ
absel-36	26	12	alternatives	alternative	NOUN
absel-36	26	13	reduces	reduce	VERB
absel-36	26	14	the	the	DET
absel-36	26	15	chance	chance	NOUN
absel-36	26	16	of	of	ADP
absel-36	26	17	correctly	correctly	ADV
absel-36	26	18	guessing	guess	VERB
absel-36	26	19	the	the	DET
absel-36	26	20	answer	answer	NOUN
absel-36	26	21	...	...	PUNCT
absel-36	26	22	”	"	PUNCT
absel-36	27	1	(	(	PUNCT
absel-36	27	2	reynolds	reynolds	PROPN
absel-36	27	3	&	&	CCONJ
absel-36	27	4	livingston	livingston	PROPN
absel-36	27	5	,	,	PUNCT
absel-36	27	6	2012	2012	NUM
absel-36	27	7	,	,	PUNCT
absel-36	27	8	p.	p.	NOUN
absel-36	27	9	198	198	NUM
absel-36	27	10	)	)	PUNCT
absel-36	27	11	.	.	PUNCT
absel-36	28	1	a	a	DET
absel-36	28	2	common	common	ADJ
absel-36	28	3	practice	practice	NOUN
absel-36	28	4	is	be	AUX
absel-36	28	5	to	to	PART
absel-36	28	6	“	"	PUNCT
absel-36	28	7	adjust	adjust	VERB
absel-36	28	8	for	for	ADP
absel-36	28	9	guessing	guess	VERB
absel-36	28	10	”	"	PUNCT
absel-36	28	11	by	by	ADP
absel-36	28	12	subtracting	subtract	VERB
absel-36	28	13	points	point	NOUN
absel-36	28	14	for	for	ADP
absel-36	28	15	incorrect	incorrect	ADJ
absel-36	28	16	answers	answer	NOUN
absel-36	28	17	.	.	PUNCT
absel-36	29	1	importantly	importantly	ADV
absel-36	29	2	,	,	PUNCT
absel-36	29	3	the	the	DET
absel-36	29	4	adjustment	adjustment	NOUN
absel-36	29	5	is	be	AUX
absel-36	29	6	usually	usually	ADV
absel-36	29	7	a	a	DET
absel-36	29	8	function	function	NOUN
absel-36	29	9	of	of	ADP
absel-36	29	10	the	the	DET
absel-36	29	11	number	number	NOUN
absel-36	29	12	of	of	ADP
absel-36	29	13	options	option	NOUN
absel-36	29	14	.	.	PUNCT
absel-36	30	1	for	for	ADP
absel-36	30	2	example	example	NOUN
absel-36	30	3	,	,	PUNCT
absel-36	30	4	a	a	DET
absel-36	30	5	question	question	NOUN
absel-36	30	6	having	have	VERB
absel-36	30	7	five	five	NUM
absel-36	30	8	options	option	NOUN
absel-36	30	9	might	might	AUX
absel-36	30	10	score	score	VERB
absel-36	30	11	four	four	NUM
absel-36	30	12	points	point	NOUN
absel-36	30	13	for	for	ADP
absel-36	30	14	a	a	DET
absel-36	30	15	correct	correct	ADJ
absel-36	30	16	answer	answer	NOUN
absel-36	30	17	,	,	PUNCT
absel-36	30	18	but	but	CCONJ
absel-36	30	19	subtract	subtract	VERB
absel-36	30	20	one	one	NUM
absel-36	30	21	point	point	NOUN
absel-36	30	22	for	for	ADP
absel-36	30	23	an	an	DET
absel-36	30	24	incorrect	incorrect	ADJ
absel-36	30	25	answer	answer	NOUN
absel-36	30	26	.	.	PUNCT
absel-36	31	1	assuming	assume	VERB
absel-36	31	2	that	that	SCONJ
absel-36	31	3	guessing	guess	VERB
absel-36	31	4	equates	equate	VERB
absel-36	31	5	to	to	ADP
absel-36	31	6	choosing	choose	VERB
absel-36	31	7	one	one	NUM
absel-36	31	8	of	of	ADP
absel-36	31	9	the	the	DET
absel-36	31	10	five	five	NUM
absel-36	31	11	options	option	NOUN
absel-36	31	12	at	at	ADP
absel-36	31	13	random	random	ADJ
absel-36	31	14	,	,	PUNCT
absel-36	31	15	then	then	ADV
absel-36	31	16	the	the	DET
absel-36	31	17	expected	expect	VERB
absel-36	31	18	value	value	NOUN
absel-36	31	19	of	of	ADP
absel-36	31	20	guessing	guess	VERB
absel-36	31	21	is	be	AUX
absel-36	31	22	zero	zero	NUM
absel-36	31	23	:	:	PUNCT
absel-36	31	24	(	(	PUNCT
absel-36	31	25	1/5	1/5	NUM
absel-36	31	26	probability	probability	NOUN
absel-36	31	27	of	of	ADP
absel-36	31	28	guessing	guess	VERB
absel-36	31	29	the	the	DET
absel-36	31	30	correct	correct	ADJ
absel-36	31	31	option	option	NOUN
absel-36	31	32	)	)	PUNCT
absel-36	31	33	x	x	X
absel-36	32	1	(	(	PUNCT
absel-36	32	2	4	4	NUM
absel-36	32	3	points	point	NOUN
absel-36	32	4	for	for	ADP
absel-36	32	5	a	a	DET
absel-36	32	6	correct	correct	ADJ
absel-36	32	7	answer)+(4/5	answer)+(4/5	NOUN
absel-36	32	8	probability	probability	NOUN
absel-36	32	9	of	of	ADP
absel-36	32	10	guessing	guess	VERB
absel-36	32	11	an	an	DET
absel-36	32	12	incorrect	incorrect	ADJ
absel-36	32	13	option	option	NOUN
absel-36	32	14	)	)	PUNCT
absel-36	32	15	x	x	SYM
absel-36	32	16	(	(	PUNCT
absel-36	32	17	-1	-1	INTJ
absel-36	32	18	point	point	NOUN
absel-36	32	19	for	for	ADP
absel-36	32	20	an	an	DET
absel-36	32	21	incorrect	incorrect	ADJ
absel-36	32	22	answer	answer	NOUN
absel-36	32	23	)	)	PUNCT
absel-36	32	24	.	.	PUNCT
absel-36	33	1	however	however	ADV
absel-36	33	2	,	,	PUNCT
absel-36	33	3	if	if	SCONJ
absel-36	33	4	one	one	NUM
absel-36	33	5	or	or	CCONJ
absel-36	33	6	more	more	ADJ
absel-36	33	7	of	of	ADP
absel-36	33	8	the	the	DET
absel-36	33	9	options	option	NOUN
absel-36	33	10	is	be	AUX
absel-36	33	11	known	know	VERB
absel-36	33	12	by	by	ADP
absel-36	33	13	the	the	DET
absel-36	33	14	student	student	NOUN
absel-36	33	15	to	to	PART
absel-36	33	16	be	be	AUX
absel-36	33	17	incorrect	incorrect	ADJ
absel-36	33	18	,	,	PUNCT
absel-36	33	19	he	he	PRON
absel-36	33	20	or	or	CCONJ
absel-36	33	21	she	she	PRON
absel-36	33	22	will	will	AUX
absel-36	33	23	be	be	AUX
absel-36	33	24	guessing	guess	VERB
absel-36	33	25	at	at	ADP
absel-36	33	26	random	random	ADJ
absel-36	33	27	from	from	ADP
absel-36	33	28	an	an	DET
absel-36	33	29	effectively	effectively	ADV
absel-36	33	30	smaller	small	ADJ
absel-36	33	31	number	number	NOUN
absel-36	33	32	of	of	ADP
absel-36	33	33	options	option	NOUN
absel-36	33	34	,	,	PUNCT
absel-36	33	35	thus	thus	ADV
absel-36	33	36	resulting	result	VERB
absel-36	33	37	in	in	ADP
absel-36	33	38	a	a	DET
absel-36	33	39	positive	positive	ADJ
absel-36	33	40	expected	expect	VERB
absel-36	33	41	value	value	NOUN
absel-36	33	42	for	for	ADP
absel-36	33	43	guessing	guess	VERB
absel-36	33	44	:	:	PUNCT
absel-36	33	45	“	"	PUNCT
absel-36	33	46	...	...	PUNCT
absel-36	33	47	the	the	DET
absel-36	33	48	guess	guess	NOUN
absel-36	33	49	is	be	AUX
absel-36	33	50	not	not	PART
absel-36	33	51	typically	typically	ADV
absel-36	33	52	made	make	VERB
absel-36	33	53	on	on	ADP
absel-36	33	54	a	a	DET
absel-36	33	55	totally	totally	ADV
absel-36	33	56	random	random	ADJ
absel-36	33	57	basis	basis	NOUN
absel-36	33	58	.	.	PUNCT
absel-36	34	1	it	it	PRON
absel-36	34	2	is	be	AUX
absel-36	34	3	more	more	ADV
absel-36	34	4	reasonable	reasonable	ADJ
absel-36	34	5	to	to	PART
absel-36	34	6	assume	assume	VERB
absel-36	34	7	that	that	SCONJ
absel-36	34	8	the	the	DET
absel-36	34	9	testtaker	testtaker	NOUN
absel-36	34	10	’s	’s	PART
absel-36	34	11	guess	guess	NOUN
absel-36	34	12	is	be	AUX
absel-36	34	13	based	base	VERB
absel-36	34	14	on	on	ADP
absel-36	34	15	...	...	PUNCT
absel-36	34	16	the	the	DET
absel-36	34	17	ability	ability	NOUN
absel-36	34	18	to	to	PART
absel-36	34	19	rule	rule	VERB
absel-36	34	20	out	out	ADP
absel-36	34	21	one	one	NUM
absel-36	34	22	or	or	CCONJ
absel-36	34	23	more	more	ADJ
absel-36	34	24	of	of	ADP
absel-36	34	25	the	the	DET
absel-36	34	26	distractor	distractor	NOUN
absel-36	34	27	alternatives	alternative	NOUN
absel-36	34	28	.	.	PUNCT
absel-36	34	29	”	"	PUNCT
absel-36	35	1	(	(	PUNCT
absel-36	35	2	cohen	cohen	PROPN
absel-36	35	3	&	&	CCONJ
absel-36	35	4	swerdlik	swerdlik	PROPN
absel-36	35	5	,	,	PUNCT
absel-36	35	6	2010	2010	NUM
absel-36	35	7	,	,	PUNCT
absel-36	35	8	p.	p.	NOUN
absel-36	35	9	263	263	NUM
absel-36	35	10	)	)	PUNCT
absel-36	35	11	in	in	ADP
absel-36	35	12	his	his	PRON
absel-36	35	13	item	item	NOUN
absel-36	35	14	characteristic	characteristic	ADJ
absel-36	35	15	curve	curve	NOUN
absel-36	35	16	analyses	analysis	NOUN
absel-36	35	17	of	of	ADP
absel-36	35	18	standard	standard	NOUN
absel-36	35	19	nationally	nationally	ADV
absel-36	35	20	administered	administer	VERB
absel-36	35	21	tests	test	NOUN
absel-36	35	22	,	,	PUNCT
absel-36	35	23	lord	lord	PROPN
absel-36	35	24	(	(	PUNCT
absel-36	35	25	1974	1974	NUM
absel-36	35	26	,	,	PUNCT
absel-36	35	27	p.	p.	NOUN
absel-36	35	28	252	252	NUM
absel-36	35	29	)	)	PUNCT
absel-36	35	30	found	find	VERB
absel-36	35	31	that	that	SCONJ
absel-36	35	32	“	"	PUNCT
absel-36	35	33	...	...	PUNCT
absel-36	35	34	on	on	ADP
absel-36	35	35	some	some	DET
absel-36	35	36	items	item	NOUN
absel-36	35	37	even	even	ADV
absel-36	35	38	very	very	ADV
absel-36	35	39	low	low	ADJ
absel-36	35	40	-	-	PUNCT
absel-36	35	41	level	level	NOUN
absel-36	35	42	examinees	examinee	NOUN
absel-36	35	43	may	may	AUX
absel-36	35	44	be	be	AUX
absel-36	35	45	able	able	ADJ
absel-36	35	46	to	to	PART
absel-36	35	47	rule	rule	VERB
absel-36	35	48	out	out	ADP
absel-36	35	49	two	two	NUM
absel-36	35	50	or	or	CCONJ
absel-36	35	51	three	three	NUM
absel-36	35	52	of	of	ADP
absel-36	35	53	the	the	DET
absel-36	35	54	possible	possible	ADJ
absel-36	35	55	item	item	NOUN
absel-36	35	56	responses	response	NOUN
absel-36	35	57	as	as	ADP
absel-36	35	58	incorrect	incorrect	ADJ
absel-36	35	59	.	.	PUNCT
absel-36	35	60	”	"	PUNCT
absel-36	36	1	beyond	beyond	ADP
absel-36	36	2	compromising	compromise	VERB
absel-36	36	3	the	the	DET
absel-36	36	4	measurement	measurement	NOUN
absel-36	36	5	of	of	ADP
absel-36	36	6	examinees	examinee	NOUN
absel-36	36	7	,	,	PUNCT
absel-36	36	8	a	a	DET
absel-36	36	9	second	second	ADJ
absel-36	36	10	implication	implication	NOUN
absel-36	36	11	of	of	ADP
absel-36	36	12	implausible	implausible	ADJ
absel-36	36	13	distractors	distractor	NOUN
absel-36	36	14	is	be	AUX
absel-36	36	15	for	for	ADP
absel-36	36	16	item	item	NOUN
absel-36	36	17	analysis	analysis	NOUN
absel-36	36	18	–	–	PUNCT
absel-36	36	19	the	the	DET
absel-36	36	20	refining	refining	NOUN
absel-36	36	21	of	of	ADP
absel-36	36	22	multiple	multiple	ADJ
absel-36	36	23	-	-	PUNCT
absel-36	36	24	choice	choice	NOUN
absel-36	36	25	questions	question	NOUN
absel-36	36	26	–	–	PUNCT
absel-36	36	27	i.e.	i.e.	X
absel-36	36	28	,	,	PUNCT
absel-36	36	29	the	the	DET
absel-36	36	30	assessment	assessment	NOUN
absel-36	36	31	of	of	ADP
absel-36	36	32	questions	question	NOUN
absel-36	36	33	rather	rather	ADV
absel-36	36	34	than	than	ADP
absel-36	36	35	of	of	ADP
absel-36	36	36	examinees	examinee	NOUN
absel-36	36	37	.	.	PUNCT
absel-36	37	1	the	the	DET
absel-36	37	2	most	most	ADV
absel-36	37	3	basic	basic	ADJ
absel-36	37	4	property	property	NOUN
absel-36	37	5	of	of	ADP
absel-36	37	6	a	a	DET
absel-36	37	7	multiple	multiple	ADJ
absel-36	37	8	-	-	PUNCT
absel-36	37	9	choice	choice	NOUN
absel-36	37	10	question	question	NOUN
absel-36	37	11	is	be	AUX
absel-36	37	12	its	its	PRON
absel-36	37	13	difficulty	difficulty	NOUN
absel-36	37	14	.	.	PUNCT
absel-36	38	1	davis	davis	PROPN
absel-36	38	2	(	(	PUNCT
absel-36	38	3	1951	1951	NUM
absel-36	38	4	,	,	PUNCT
absel-36	38	5	p.	p.	NOUN
absel-36	38	6	280	280	NUM
absel-36	38	7	)	)	PUNCT
absel-36	38	8	presents	present	VERB
absel-36	38	9	a	a	DET
absel-36	38	10	formula	formula	NOUN
absel-36	38	11	for	for	ADP
absel-36	38	12	computing	compute	VERB
absel-36	38	13	item	item	NOUN
absel-36	38	14	difficulty	difficulty	NOUN
absel-36	38	15	that	that	PRON
absel-36	38	16	is	be	AUX
absel-36	38	17	the	the	DET
absel-36	38	18	percent	percent	NOUN
absel-36	38	19	of	of	ADP
absel-36	38	20	correct	correct	ADJ
absel-36	38	21	how	how	SCONJ
absel-36	38	22	many	many	ADJ
absel-36	38	23	options	option	NOUN
absel-36	38	24	do	do	VERB
absel-36	38	25	multiple	multiple	ADJ
absel-36	38	26	-	-	PUNCT
absel-36	38	27	choice	choice	NOUN
absel-36	38	28	questions	question	NOUN
absel-36	38	29	really	really	ADV
absel-36	38	30	have	have	VERB
absel-36	38	31	?	?	PUNCT
absel-36	39	1	john	john	PROPN
absel-36	39	2	r.	r.	PROPN
absel-36	39	3	dickinson	dickinson	PROPN
absel-36	39	4	university	university	PROPN
absel-36	39	5	of	of	ADP
absel-36	39	6	windsor	windsor	PROPN
absel-36	39	7	mexperiences@bell.net	mexperiences@bell.net	PROPN
absel-36	39	8	mailto:mexperiences@bell.net	mailto:mexperiences@bell.net	NOUN
absel-36	39	9	page	page	NOUN
absel-36	39	10	172	172	NUM
absel-36	39	11	developments	development	NOUN
absel-36	39	12	in	in	ADP
absel-36	39	13	business	business	NOUN
absel-36	39	14	simulation	simulation	NOUN
absel-36	39	15	and	and	CCONJ
absel-36	39	16	experiential	experiential	ADJ
absel-36	39	17	learning	learning	NOUN
absel-36	39	18	,	,	PUNCT
absel-36	39	19	volume	volume	NOUN
absel-36	39	20	40	40	NUM
absel-36	39	21	,	,	PUNCT
absel-36	39	22	2013	2013	NUM
absel-36	39	23	responses	response	NOUN
absel-36	39	24	adjusted	adjust	VERB
absel-36	39	25	for	for	ADP
absel-36	39	26	chance	chance	NOUN
absel-36	39	27	success	success	NOUN
absel-36	39	28	,	,	PUNCT
absel-36	39	29	i.e.	i.e.	X
absel-36	39	30	,	,	PUNCT
absel-36	39	31	adjusted	adjust	VERB
absel-36	39	32	for	for	ADP
absel-36	39	33	guessing	guess	VERB
absel-36	39	34	.	.	PUNCT
absel-36	40	1	the	the	DET
absel-36	40	2	adjustment	adjustment	NOUN
absel-36	40	3	for	for	ADP
absel-36	40	4	chance	chance	NOUN
absel-36	40	5	success	success	NOUN
absel-36	40	6	is	be	AUX
absel-36	40	7	based	base	VERB
absel-36	40	8	on	on	ADP
absel-36	40	9	the	the	DET
absel-36	40	10	number	number	NOUN
absel-36	40	11	of	of	ADP
absel-36	40	12	choices	choice	NOUN
absel-36	40	13	in	in	ADP
absel-36	40	14	the	the	DET
absel-36	40	15	item	item	NOUN
absel-36	40	16	.	.	PUNCT
absel-36	41	1	however	however	ADV
absel-36	41	2	,	,	PUNCT
absel-36	41	3	again	again	ADV
absel-36	41	4	,	,	PUNCT
absel-36	41	5	where	where	SCONJ
absel-36	41	6	distractors	distractor	NOUN
absel-36	41	7	are	be	AUX
absel-36	41	8	implausible	implausible	ADJ
absel-36	41	9	the	the	DET
absel-36	41	10	effective	effective	ADJ
absel-36	41	11	number	number	NOUN
absel-36	41	12	of	of	ADP
absel-36	41	13	choices	choice	NOUN
absel-36	41	14	is	be	AUX
absel-36	41	15	reduced	reduce	VERB
absel-36	41	16	and	and	CCONJ
absel-36	41	17	the	the	DET
absel-36	41	18	davis	davis	PROPN
absel-36	41	19	-	-	PUNCT
absel-36	41	20	calculated	calculate	VERB
absel-36	41	21	percent	percent	NOUN
absel-36	41	22	correct	correct	ADJ
absel-36	41	23	will	will	AUX
absel-36	41	24	be	be	AUX
absel-36	41	25	inaccurate	inaccurate	ADJ
absel-36	41	26	.	.	PUNCT
absel-36	42	1	distractors	distractor	NOUN
absel-36	42	2	that	that	PRON
absel-36	42	3	fail	fail	VERB
absel-36	42	4	to	to	PART
absel-36	42	5	distract	distract	VERB
absel-36	42	6	,	,	PUNCT
absel-36	42	7	then	then	ADV
absel-36	42	8	,	,	PUNCT
absel-36	42	9	do	do	AUX
absel-36	42	10	not	not	PART
absel-36	42	11	serve	serve	VERB
absel-36	42	12	their	their	PRON
absel-36	42	13	basic	basic	ADJ
absel-36	42	14	purposes	purpose	NOUN
absel-36	42	15	.	.	PUNCT
absel-36	43	1	“	"	PUNCT
absel-36	43	2	the	the	DET
absel-36	43	3	key	key	NOUN
absel-36	43	4	[	[	X
absel-36	43	5	to	to	PART
absel-36	43	6	distractor	distractor	NOUN
absel-36	43	7	analysis	analysis	NOUN
absel-36	43	8	]	]	PUNCT
absel-36	43	9	is	be	AUX
absel-36	43	10	to	to	PART
absel-36	43	11	examine	examine	VERB
absel-36	43	12	each	each	DET
absel-36	43	13	distractor	distractor	NOUN
absel-36	43	14	and	and	CCONJ
absel-36	43	15	ask	ask	VERB
absel-36	43	16	two	two	NUM
absel-36	43	17	questions	question	NOUN
absel-36	43	18	.	.	PUNCT
absel-36	44	1	first	first	ADV
absel-36	44	2	,	,	PUNCT
absel-36	44	3	did	do	AUX
absel-36	44	4	the	the	DET
absel-36	44	5	distractor	distractor	NOUN
absel-36	44	6	distract	distract	VERB
absel-36	44	7	some	some	DET
absel-36	44	8	examinees	examinee	NOUN
absel-36	44	9	?	?	PUNCT
absel-36	45	1	if	if	SCONJ
absel-36	45	2	no	no	DET
absel-36	45	3	examinees	examinee	NOUN
absel-36	45	4	selected	select	VERB
absel-36	45	5	the	the	DET
absel-36	45	6	distractor	distractor	NOUN
absel-36	45	7	it	it	PRON
absel-36	45	8	is	be	AUX
absel-36	45	9	not	not	PART
absel-36	45	10	doing	do	VERB
absel-36	45	11	its	its	PRON
absel-36	45	12	job	job	NOUN
absel-36	45	13	.	.	PUNCT
absel-36	46	1	an	an	DET
absel-36	46	2	effective	effective	ADJ
absel-36	46	3	distractor	distractor	NOUN
absel-36	46	4	must	must	AUX
absel-36	46	5	be	be	AUX
absel-36	46	6	selected	select	VERB
absel-36	46	7	by	by	ADP
absel-36	46	8	some	some	DET
absel-36	46	9	examinees	examinee	NOUN
absel-36	46	10	.	.	PUNCT
absel-36	47	1	if	if	SCONJ
absel-36	47	2	a	a	DET
absel-36	47	3	distractor	distractor	NOUN
absel-36	47	4	is	be	AUX
absel-36	47	5	so	so	ADV
absel-36	47	6	obviously	obviously	ADV
absel-36	47	7	incorrect	incorrect	ADJ
absel-36	47	8	that	that	SCONJ
absel-36	47	9	no	no	DET
absel-36	47	10	examinees	examinee	NOUN
absel-36	47	11	select	select	VERB
absel-36	47	12	it	it	PRON
absel-36	47	13	,	,	PUNCT
absel-36	47	14	it	it	PRON
absel-36	47	15	is	be	AUX
absel-36	47	16	ineffective	ineffective	ADJ
absel-36	47	17	and	and	CCONJ
absel-36	47	18	needs	need	VERB
absel-36	47	19	to	to	PART
absel-36	47	20	be	be	AUX
absel-36	47	21	revised	revise	VERB
absel-36	47	22	or	or	CCONJ
absel-36	47	23	replaced	replace	VERB
absel-36	47	24	.	.	PUNCT
absel-36	47	25	”	"	PUNCT
absel-36	48	1	(	(	PUNCT
absel-36	48	2	reynolds	reynolds	PROPN
absel-36	48	3	&	&	CCONJ
absel-36	48	4	livingston	livingston	PROPN
absel-36	48	5	,	,	PUNCT
absel-36	48	6	2012	2012	NUM
absel-36	48	7	,	,	PUNCT
absel-36	48	8	p.	p.	NOUN
absel-36	48	9	233	233	NUM
absel-36	48	10	)	)	PUNCT
absel-36	48	11	as	as	ADP
absel-36	48	12	a	a	DET
absel-36	48	13	general	general	ADJ
absel-36	48	14	rule	rule	NOUN
absel-36	48	15	,	,	PUNCT
absel-36	48	16	“	"	PUNCT
absel-36	48	17	make	make	VERB
absel-36	48	18	all	all	DET
absel-36	48	19	distractors	distractor	NOUN
absel-36	48	20	plausible	plausible	ADJ
absel-36	48	21	and	and	CCONJ
absel-36	48	22	attractive	attractive	ADJ
absel-36	48	23	to	to	ADP
absel-36	48	24	examinees	examinee	NOUN
absel-36	48	25	who	who	PRON
absel-36	48	26	lack	lack	VERB
absel-36	48	27	the	the	DET
absel-36	48	28	information	information	NOUN
absel-36	48	29	or	or	CCONJ
absel-36	48	30	ability	ability	NOUN
absel-36	48	31	tested	test	VERB
absel-36	48	32	by	by	ADP
absel-36	48	33	the	the	DET
absel-36	48	34	item	item	NOUN
absel-36	48	35	.	.	PUNCT
absel-36	48	36	”	"	PUNCT
absel-36	49	1	(	(	PUNCT
absel-36	49	2	wesman	wesman	NOUN
absel-36	49	3	,	,	PUNCT
absel-36	49	4	1971	1971	NUM
absel-36	49	5	,	,	PUNCT
absel-36	49	6	p.	p.	NOUN
absel-36	49	7	116	116	NUM
absel-36	49	8	)	)	PUNCT
absel-36	49	9	.	.	PUNCT
absel-36	50	1	(	(	PUNCT
absel-36	50	2	later	later	ADV
absel-36	50	3	paraphrased	paraphrase	VERB
absel-36	50	4	by	by	ADP
absel-36	50	5	millman	millman	NOUN
absel-36	50	6	&	&	CCONJ
absel-36	50	7	greene	greene	PROPN
absel-36	51	1	[	[	X
absel-36	51	2	1989	1989	NUM
absel-36	51	3	,	,	PUNCT
absel-36	51	4	p.	p.	NOUN
absel-36	51	5	353	353	NUM
absel-36	51	6	]	]	X
absel-36	51	7	:	:	PUNCT
absel-36	51	8	“	"	PUNCT
absel-36	51	9	make	make	VERB
absel-36	51	10	all	all	DET
absel-36	51	11	options	option	NOUN
absel-36	51	12	plausible	plausible	ADJ
absel-36	51	13	and	and	CCONJ
absel-36	51	14	attractive	attractive	ADJ
absel-36	51	15	to	to	ADP
absel-36	51	16	examinees	examinee	NOUN
absel-36	51	17	who	who	PRON
absel-36	51	18	lack	lack	VERB
absel-36	51	19	the	the	DET
absel-36	51	20	information	information	NOUN
absel-36	51	21	or	or	CCONJ
absel-36	51	22	ability	ability	NOUN
absel-36	51	23	referenced	reference	VERB
absel-36	51	24	by	by	ADP
absel-36	51	25	the	the	DET
absel-36	51	26	item	item	NOUN
absel-36	51	27	.	.	PUNCT
absel-36	51	28	”	"	PUNCT
absel-36	51	29	)	)	PUNCT
absel-36	52	1	“	"	PUNCT
absel-36	52	2	distractors	distractor	NOUN
absel-36	52	3	that	that	PRON
absel-36	52	4	are	be	AUX
absel-36	52	5	hardly	hardly	ADV
absel-36	52	6	ever	ever	ADV
absel-36	52	7	chosen	choose	VERB
absel-36	52	8	are	be	AUX
absel-36	52	9	too	too	ADV
absel-36	52	10	transparently	transparently	ADV
absel-36	52	11	incorrect	incorrect	ADJ
absel-36	52	12	and	and	CCONJ
absel-36	52	13	can	can	AUX
absel-36	52	14	be	be	AUX
absel-36	52	15	omitted	omit	VERB
absel-36	52	16	or	or	CCONJ
absel-36	52	17	,	,	PUNCT
absel-36	52	18	preferably	preferably	ADV
absel-36	52	19	,	,	PUNCT
absel-36	52	20	replaced	replace	VERB
absel-36	52	21	.	.	PUNCT
absel-36	52	22	”	"	PUNCT
absel-36	53	1	(	(	PUNCT
absel-36	53	2	nunnally	nunnally	PROPN
absel-36	53	3	&	&	CCONJ
absel-36	53	4	bernstein	bernstein	PROPN
absel-36	53	5	,	,	PUNCT
absel-36	53	6	1994	1994	NUM
absel-36	53	7	,	,	PUNCT
absel-36	53	8	p.	p.	NOUN
absel-36	53	9	301	301	NUM
absel-36	53	10	)	)	PUNCT
absel-36	53	11	and	and	CCONJ
absel-36	53	12	,	,	PUNCT
absel-36	53	13	“	"	PUNCT
absel-36	53	14	...	...	PUNCT
absel-36	53	15	adding	add	VERB
absel-36	53	16	distractors	distractor	NOUN
absel-36	53	17	that	that	PRON
absel-36	53	18	fail	fail	VERB
absel-36	53	19	to	to	PART
absel-36	53	20	distract	distract	VERB
absel-36	53	21	can	can	AUX
absel-36	53	22	not	not	PART
absel-36	53	23	improve	improve	VERB
absel-36	53	24	the	the	DET
absel-36	53	25	utility	utility	NOUN
absel-36	53	26	of	of	ADP
absel-36	53	27	the	the	DET
absel-36	53	28	item	item	NOUN
absel-36	53	29	.	.	PUNCT
absel-36	53	30	”	"	PUNCT
absel-36	54	1	(	(	PUNCT
absel-36	54	2	wesman	wesman	NOUN
absel-36	54	3	,	,	PUNCT
absel-36	54	4	1971	1971	NUM
absel-36	54	5	,	,	PUNCT
absel-36	54	6	p.	p.	NOUN
absel-36	54	7	100	100	NUM
absel-36	54	8	)	)	PUNCT
absel-36	54	9	“	"	PUNCT
absel-36	54	10	in	in	ADP
absel-36	54	11	multiplechoice	multiplechoice	NOUN
absel-36	54	12	tests	test	NOUN
absel-36	54	13	he	he	PRON
absel-36	55	1	[	[	X
absel-36	55	2	the	the	DET
absel-36	55	3	test	test	NOUN
absel-36	55	4	writer	writer	NOUN
absel-36	55	5	]	]	PUNCT
absel-36	55	6	learns	learn	VERB
absel-36	55	7	which	which	DET
absel-36	55	8	distractors	distractor	NOUN
absel-36	55	9	(	(	PUNCT
absel-36	55	10	wrong	wrong	ADJ
absel-36	55	11	answers	answer	NOUN
absel-36	55	12	)	)	PUNCT
absel-36	55	13	or	or	CCONJ
absel-36	55	14	misleads	mislead	NOUN
absel-36	55	15	are	be	AUX
absel-36	55	16	not	not	PART
absel-36	55	17	functioning	function	VERB
absel-36	55	18	,	,	PUNCT
absel-36	55	19	as	as	SCONJ
absel-36	55	20	shown	show	VERB
absel-36	55	21	by	by	ADP
absel-36	55	22	their	their	PRON
absel-36	55	23	relative	relative	ADJ
absel-36	55	24	unpopularity	unpopularity	NOUN
absel-36	55	25	.	.	PUNCT
absel-36	55	26	”	"	PUNCT
absel-36	56	1	(	(	PUNCT
absel-36	56	2	guilford	guilford	PROPN
absel-36	56	3	,	,	PUNCT
absel-36	56	4	1954	1954	NUM
absel-36	56	5	,	,	PUNCT
absel-36	56	6	p.	p.	NOUN
absel-36	56	7	417	417	NUM
absel-36	56	8	)	)	PUNCT
absel-36	56	9	multiple	multiple	ADJ
absel-36	56	10	-	-	PUNCT
absel-36	56	11	choice	choice	NOUN
absel-36	56	12	question	question	NOUN
absel-36	56	13	banks	bank	NOUN
absel-36	56	14	are	be	AUX
absel-36	56	15	routinely	routinely	ADV
absel-36	56	16	published	publish	VERB
absel-36	56	17	accompanying	accompany	VERB
absel-36	56	18	virtually	virtually	ADV
absel-36	56	19	all	all	PRON
absel-36	56	20	introductory	introductory	ADJ
absel-36	56	21	-	-	PUNCT
absel-36	56	22	level	level	NOUN
absel-36	56	23	business	business	NOUN
absel-36	56	24	(	(	PUNCT
absel-36	56	25	and	and	CCONJ
absel-36	56	26	other	other	ADJ
absel-36	56	27	disciplines	discipline	NOUN
absel-36	56	28	)	)	PUNCT
absel-36	56	29	textbooks	textbook	NOUN
absel-36	56	30	.	.	PUNCT
absel-36	57	1	yet	yet	ADV
absel-36	57	2	,	,	PUNCT
absel-36	57	3	despite	despite	SCONJ
absel-36	57	4	this	this	DET
absel-36	57	5	ubiquity	ubiquity	NOUN
absel-36	57	6	,	,	PUNCT
absel-36	57	7	very	very	ADV
absel-36	57	8	little	little	ADJ
absel-36	57	9	assessment	assessment	NOUN
absel-36	57	10	of	of	ADP
absel-36	57	11	those	those	DET
absel-36	57	12	questions	question	NOUN
absel-36	57	13	has	have	AUX
absel-36	57	14	been	be	AUX
absel-36	57	15	published	publish	VERB
absel-36	57	16	.	.	PUNCT
absel-36	58	1	this	this	DET
absel-36	58	2	study	study	NOUN
absel-36	58	3	examines	examine	VERB
absel-36	58	4	the	the	DET
absel-36	58	5	distractors	distractor	NOUN
absel-36	58	6	of	of	ADP
absel-36	58	7	multiplechoice	multiplechoice	NOUN
absel-36	58	8	question	question	NOUN
absel-36	58	9	banks	bank	NOUN
absel-36	58	10	accompanying	accompany	VERB
absel-36	58	11	five	five	NUM
absel-36	58	12	texts	text	NOUN
absel-36	58	13	.	.	PUNCT
absel-36	59	1	table	table	NOUN
absel-36	59	2	1	1	NUM
absel-36	59	3	multiple	multiple	ADJ
absel-36	59	4	-	-	PUNCT
absel-36	59	5	choice	choice	NOUN
absel-36	59	6	question	question	NOUN
absel-36	59	7	banks	bank	NOUN
absel-36	59	8	analyzed	analyze	VERB
absel-36	59	9	text	text	NOUN
absel-36	59	10	total	total	ADJ
absel-36	59	11	multiple	multiple	ADJ
absel-36	59	12	-	-	PUNCT
absel-36	59	13	choice	choice	NOUN
absel-36	59	14	questions	question	NOUN
absel-36	59	15	levy	levy	NOUN
absel-36	59	16	,	,	PUNCT
absel-36	59	17	m.	m.	NOUN
absel-36	59	18	&	&	CCONJ
absel-36	59	19	weitz	weitz	PROPN
absel-36	59	20	,	,	PUNCT
absel-36	59	21	b.	b.	PROPN
absel-36	59	22	a.	a.	PROPN
absel-36	59	23	(	(	PUNCT
absel-36	59	24	2012	2012	NUM
absel-36	59	25	)	)	PUNCT
absel-36	59	26	.	.	PUNCT
absel-36	60	1	retailing	retailing	NOUN
absel-36	60	2	management	management	NOUN
absel-36	60	3	(	(	PUNCT
absel-36	60	4	8th	8th	ADJ
absel-36	60	5	ed	ed	NOUN
absel-36	60	6	.	.	PUNCT
absel-36	60	7	)	)	PUNCT
absel-36	60	8	.	.	PUNCT
absel-36	61	1	[	[	X
absel-36	61	2	lw	lw	ADP
absel-36	61	3	2012	2012	NUM
absel-36	61	4	]	]	PUNCT
absel-36	61	5	1194	1194	NUM
absel-36	61	6	solomon	solomon	PROPN
absel-36	61	7	,	,	PUNCT
absel-36	61	8	m.	m.	PROPN
absel-36	61	9	r.	r.	PROPN
absel-36	61	10	,	,	PUNCT
absel-36	61	11	zaichkowsky	zaichkowsky	PROPN
absel-36	61	12	,	,	PUNCT
absel-36	61	13	j.	j.	PROPN
absel-36	61	14	l.	l.	PROPN
absel-36	61	15	,	,	PUNCT
absel-36	61	16	&	&	CCONJ
absel-36	61	17	polegato	polegato	PROPN
absel-36	61	18	,	,	PUNCT
absel-36	61	19	r.	r.	PROPN
absel-36	61	20	(	(	PUNCT
absel-36	61	21	2011	2011	NUM
absel-36	61	22	)	)	PUNCT
absel-36	61	23	.	.	PUNCT
absel-36	62	1	consumer	consumer	NOUN
absel-36	62	2	behaviour	behaviour	NOUN
absel-36	62	3	(	(	PUNCT
absel-36	62	4	5th	5th	ADJ
absel-36	62	5	canadian	canadian	ADJ
absel-36	62	6	ed	ed	NOUN
absel-36	62	7	.	.	PUNCT
absel-36	62	8	)	)	PUNCT
absel-36	62	9	.	.	PUNCT
absel-36	63	1	[	[	X
absel-36	63	2	szp	szp	NOUN
absel-36	63	3	2011	2011	NUM
absel-36	63	4	]	]	SYM
absel-36	63	5	1152	1152	NUM
absel-36	63	6	levy	levy	NOUN
absel-36	63	7	,	,	PUNCT
absel-36	63	8	m.	m.	NOUN
absel-36	63	9	&	&	CCONJ
absel-36	63	10	weitz	weitz	PROPN
absel-36	63	11	,	,	PUNCT
absel-36	63	12	b.	b.	PROPN
absel-36	63	13	a.	a.	PROPN
absel-36	63	14	(	(	PUNCT
absel-36	63	15	2009	2009	NUM
absel-36	63	16	)	)	PUNCT
absel-36	63	17	.	.	PUNCT
absel-36	64	1	retailing	retailing	NOUN
absel-36	64	2	management	management	NOUN
absel-36	64	3	(	(	PUNCT
absel-36	64	4	7th	7th	ADJ
absel-36	64	5	ed	ed	NOUN
absel-36	64	6	.	.	PUNCT
absel-36	64	7	)	)	PUNCT
absel-36	64	8	.	.	PUNCT
absel-36	65	1	[	[	X
absel-36	65	2	lw	lw	ADP
absel-36	65	3	2009	2009	NUM
absel-36	65	4	]	]	PUNCT
absel-36	65	5	1332	1332	NUM
absel-36	65	6	solomon	solomon	PROPN
absel-36	65	7	,	,	PUNCT
absel-36	65	8	m.	m.	PROPN
absel-36	65	9	r.	r.	PROPN
absel-36	65	10	,	,	PUNCT
absel-36	65	11	zaichkowsky	zaichkowsky	PROPN
absel-36	65	12	,	,	PUNCT
absel-36	65	13	j.	j.	PROPN
absel-36	65	14	l.	l.	PROPN
absel-36	65	15	,	,	PUNCT
absel-36	65	16	&	&	CCONJ
absel-36	65	17	polegato	polegato	PROPN
absel-36	65	18	,	,	PUNCT
absel-36	65	19	r.	r.	PROPN
absel-36	65	20	(	(	PUNCT
absel-36	65	21	2008	2008	NUM
absel-36	65	22	)	)	PUNCT
absel-36	65	23	.	.	PUNCT
absel-36	66	1	consumer	consumer	NOUN
absel-36	66	2	behaviour	behaviour	NOUN
absel-36	66	3	(	(	PUNCT
absel-36	66	4	4th	4th	ADJ
absel-36	66	5	canadian	canadian	ADJ
absel-36	66	6	ed	ed	NOUN
absel-36	66	7	.	.	PUNCT
absel-36	66	8	)	)	PUNCT
absel-36	66	9	.	.	PUNCT
absel-36	67	1	[	[	X
absel-36	67	2	szp	szp	NOUN
absel-36	67	3	2008	2008	NUM
absel-36	67	4	]	]	PUNCT
absel-36	67	5	1019	1019	NUM
absel-36	67	6	hawkins	hawkin	NOUN
absel-36	67	7	,	,	PUNCT
absel-36	67	8	d.	d.	PROPN
absel-36	67	9	i.	i.	PROPN
absel-36	67	10	,	,	PUNCT
absel-36	67	11	mothersbaugh	mothersbaugh	PROPN
absel-36	67	12	,	,	PUNCT
absel-36	67	13	d.	d.	PROPN
absel-36	67	14	l.	l.	PROPN
absel-36	67	15	,	,	PUNCT
absel-36	67	16	&	&	CCONJ
absel-36	67	17	best	well	ADV
absel-36	67	18	,	,	PUNCT
absel-36	67	19	r.	r.	PROPN
absel-36	67	20	j.	j.	PROPN
absel-36	67	21	(	(	PUNCT
absel-36	67	22	2007	2007	NUM
absel-36	67	23	)	)	PUNCT
absel-36	67	24	.	.	PUNCT
absel-36	68	1	consumer	consumer	NOUN
absel-36	68	2	behavior	behavior	NOUN
absel-36	68	3	(	(	PUNCT
absel-36	68	4	10th	10th	ADJ
absel-36	68	5	ed	ed	NOUN
absel-36	68	6	.	.	PUNCT
absel-36	68	7	)	)	PUNCT
absel-36	68	8	.	.	PUNCT
absel-36	69	1	[	[	X
absel-36	69	2	hmb	hmb	NOUN
absel-36	69	3	2007	2007	NUM
absel-36	69	4	]	]	PUNCT
absel-36	69	5	1624	1624	NUM
absel-36	69	6	table	table	NOUN
absel-36	69	7	2	2	NUM
absel-36	69	8	sample	sample	NOUN
absel-36	69	9	questions	question	NOUN
absel-36	69	10	text	text	NOUN
absel-36	69	11	bank	bank	NOUN
absel-36	69	12	count	count	NOUN
absel-36	69	13	sample	sample	NOUN
absel-36	69	14	count	count	NOUN
absel-36	69	15	sample	sample	NOUN
absel-36	69	16	as	as	ADP
absel-36	69	17	percent	percent	NOUN
absel-36	69	18	of	of	ADP
absel-36	69	19	bank	bank	NOUN
absel-36	69	20	lw	lw	PROPN
absel-36	69	21	(	(	PUNCT
absel-36	69	22	2012	2012	NUM
absel-36	69	23	)	)	PUNCT
absel-36	69	24	1194	1194	NUM
absel-36	69	25	292	292	NUM
absel-36	69	26	a	a	DET
absel-36	69	27	24.5	24.5	NUM
absel-36	69	28	szp	szp	NOUN
absel-36	69	29	(	(	PUNCT
absel-36	69	30	2011	2011	NUM
absel-36	69	31	)	)	PUNCT
absel-36	69	32	1152	1152	NUM
absel-36	69	33	671	671	NUM
absel-36	69	34	58.2	58.2	NUM
absel-36	69	35	lw	lw	NOUN
absel-36	69	36	(	(	PUNCT
absel-36	69	37	2009	2009	NUM
absel-36	69	38	)	)	PUNCT
absel-36	69	39	1332	1332	NUM
absel-36	69	40	736	736	NUM
absel-36	69	41	55.3	55.3	NUM
absel-36	69	42	szp	szp	NOUN
absel-36	69	43	(	(	PUNCT
absel-36	69	44	2008	2008	NUM
absel-36	69	45	)	)	PUNCT
absel-36	69	46	1019	1019	NUM
absel-36	69	47	674	674	NUM
absel-36	69	48	66.1	66.1	NUM
absel-36	69	49	hmb	hmb	X
absel-36	69	50	(	(	PUNCT
absel-36	69	51	2007	2007	NUM
absel-36	69	52	)	)	PUNCT
absel-36	69	53	1624	1624	NUM
absel-36	69	54	958	958	NUM
absel-36	69	55	59.0	59.0	NUM
absel-36	69	56	a	a	DET
absel-36	69	57	this	this	DET
absel-36	69	58	relatively	relatively	ADV
absel-36	69	59	small	small	ADJ
absel-36	69	60	sample	sample	NOUN
absel-36	69	61	of	of	ADP
absel-36	69	62	questions	question	NOUN
absel-36	69	63	is	be	AUX
absel-36	69	64	due	due	ADJ
absel-36	69	65	to	to	ADP
absel-36	69	66	the	the	DET
absel-36	69	67	newness	newness	NOUN
absel-36	69	68	of	of	ADP
absel-36	69	69	this	this	DET
absel-36	69	70	text	text	NOUN
absel-36	69	71	edition	edition	NOUN
absel-36	69	72	.	.	PUNCT
absel-36	70	1	page	page	NOUN
absel-36	70	2	173	173	NUM
absel-36	70	3	developments	development	NOUN
absel-36	70	4	in	in	ADP
absel-36	70	5	business	business	NOUN
absel-36	70	6	simulation	simulation	NOUN
absel-36	70	7	and	and	CCONJ
absel-36	70	8	experiential	experiential	ADJ
absel-36	70	9	learning	learning	NOUN
absel-36	70	10	,	,	PUNCT
absel-36	70	11	volume	volume	NOUN
absel-36	70	12	40	40	NUM
absel-36	70	13	,	,	PUNCT
absel-36	70	14	2013	2013	NUM
absel-36	70	15	question	question	NOUN
absel-36	70	16	banks	bank	NOUN
absel-36	70	17	data	datum	NOUN
absel-36	70	18	are	be	AUX
absel-36	70	19	analyzed	analyze	VERB
absel-36	70	20	for	for	ADP
absel-36	70	21	five	five	NUM
absel-36	70	22	multiple	multiple	ADJ
absel-36	70	23	-	-	PUNCT
absel-36	70	24	choice	choice	NOUN
absel-36	70	25	question	question	NOUN
absel-36	70	26	banks	bank	NOUN
absel-36	70	27	,	,	PUNCT
absel-36	70	28	three	three	NUM
absel-36	70	29	for	for	ADP
absel-36	70	30	consumer	consumer	NOUN
absel-36	70	31	behavior	behavior	NOUN
absel-36	70	32	texts	text	NOUN
absel-36	70	33	(	(	PUNCT
absel-36	70	34	including	include	VERB
absel-36	70	35	two	two	NUM
absel-36	70	36	editions	edition	NOUN
absel-36	70	37	of	of	ADP
absel-36	70	38	one	one	NUM
absel-36	70	39	text	text	NOUN
absel-36	70	40	)	)	PUNCT
absel-36	70	41	and	and	CCONJ
absel-36	70	42	two	two	NUM
absel-36	70	43	for	for	ADP
absel-36	70	44	successive	successive	ADJ
absel-36	70	45	editions	edition	NOUN
absel-36	70	46	of	of	ADP
absel-36	70	47	a	a	DET
absel-36	70	48	retailing	retailing	NOUN
absel-36	70	49	management	management	NOUN
absel-36	70	50	text	text	NOUN
absel-36	70	51	.	.	PUNCT
absel-36	71	1	see	see	VERB
absel-36	71	2	table	table	NOUN
absel-36	71	3	1	1	NUM
absel-36	71	4	.	.	PUNCT
absel-36	72	1	a	a	DET
absel-36	72	2	few	few	ADJ
absel-36	72	3	questions	question	NOUN
absel-36	72	4	were	be	AUX
absel-36	72	5	deemed	deem	VERB
absel-36	72	6	invalid	invalid	ADJ
absel-36	72	7	in	in	ADP
absel-36	72	8	that	that	SCONJ
absel-36	72	9	the	the	DET
absel-36	72	10	correct	correct	ADJ
absel-36	72	11	response	response	NOUN
absel-36	72	12	was	be	AUX
absel-36	72	13	not	not	PART
absel-36	72	14	clear	clear	ADJ
absel-36	72	15	in	in	ADP
absel-36	72	16	the	the	DET
absel-36	72	17	text	text	NOUN
absel-36	72	18	and	and	CCONJ
absel-36	72	19	those	those	DET
absel-36	72	20	questions	question	NOUN
absel-36	72	21	are	be	AUX
absel-36	72	22	excluded	exclude	VERB
absel-36	72	23	.	.	PUNCT
absel-36	73	1	too	too	ADV
absel-36	73	2	,	,	PUNCT
absel-36	73	3	a	a	DET
absel-36	73	4	small	small	ADJ
absel-36	73	5	number	number	NOUN
absel-36	73	6	of	of	ADP
absel-36	73	7	questions	question	NOUN
absel-36	73	8	have	have	VERB
absel-36	73	9	fewer	few	ADJ
absel-36	73	10	than	than	ADP
absel-36	73	11	the	the	DET
absel-36	73	12	prevalent	prevalent	ADJ
absel-36	73	13	five	five	NUM
absel-36	73	14	options	option	NOUN
absel-36	73	15	and	and	CCONJ
absel-36	73	16	those	those	DET
absel-36	73	17	questions	question	NOUN
absel-36	73	18	were	be	AUX
absel-36	73	19	excluded	exclude	VERB
absel-36	73	20	.	.	PUNCT
absel-36	74	1	sample	sample	NOUN
absel-36	74	2	questions	question	NOUN
absel-36	74	3	multiple	multiple	ADJ
absel-36	74	4	-	-	PUNCT
absel-36	74	5	choice	choice	NOUN
absel-36	74	6	questions	question	NOUN
absel-36	74	7	are	be	AUX
absel-36	74	8	arranged	arrange	VERB
absel-36	74	9	in	in	ADP
absel-36	74	10	the	the	DET
absel-36	74	11	test	test	NOUN
absel-36	74	12	question	question	NOUN
absel-36	74	13	banks	bank	NOUN
absel-36	74	14	according	accord	VERB
absel-36	74	15	to	to	ADP
absel-36	74	16	the	the	DET
absel-36	74	17	order	order	NOUN
absel-36	74	18	in	in	ADP
absel-36	74	19	which	which	PRON
absel-36	74	20	the	the	DET
absel-36	74	21	question	question	NOUN
absel-36	74	22	content	content	NOUN
absel-36	74	23	appears	appear	VERB
absel-36	74	24	in	in	ADP
absel-36	74	25	the	the	DET
absel-36	74	26	textbook	textbook	NOUN
absel-36	74	27	.	.	PUNCT
absel-36	75	1	for	for	ADP
absel-36	75	2	each	each	DET
absel-36	75	3	examination	examination	NOUN
absel-36	75	4	specific	specific	ADJ
absel-36	75	5	multiple	multiple	ADJ
absel-36	75	6	-	-	PUNCT
absel-36	75	7	choice	choice	NOUN
absel-36	75	8	questions	question	NOUN
absel-36	75	9	were	be	AUX
absel-36	75	10	selected	select	VERB
absel-36	75	11	on	on	ADP
absel-36	75	12	a	a	DET
absel-36	75	13	systematic	systematic	ADJ
absel-36	75	14	sampling	sampling	NOUN
absel-36	75	15	basis	basis	NOUN
absel-36	75	16	(	(	PUNCT
absel-36	75	17	every	every	DET
absel-36	75	18	8th	8th	ADJ
absel-36	75	19	or	or	CCONJ
absel-36	75	20	10th	10th	ADJ
absel-36	75	21	question	question	NOUN
absel-36	75	22	,	,	PUNCT
absel-36	75	23	with	with	ADP
absel-36	75	24	varying	vary	VERB
absel-36	75	25	starting	starting	NOUN
absel-36	75	26	points	point	NOUN
absel-36	75	27	)	)	PUNCT
absel-36	75	28	in	in	ADP
absel-36	75	29	an	an	DET
absel-36	75	30	attempt	attempt	NOUN
absel-36	75	31	to	to	PART
absel-36	75	32	ensure	ensure	VERB
absel-36	75	33	that	that	SCONJ
absel-36	75	34	:	:	PUNCT
absel-36	75	35			X
absel-36	75	36	a	a	DET
absel-36	75	37	cross	cross	NOUN
absel-36	75	38	section	section	NOUN
absel-36	75	39	of	of	ADP
absel-36	75	40	each	each	DET
absel-36	75	41	chapter	chapter	NOUN
absel-36	75	42	content	content	NOUN
absel-36	75	43	was	be	AUX
absel-36	75	44	included	include	VERB
absel-36	75	45	among	among	ADP
absel-36	75	46	the	the	DET
absel-36	75	47	examination	examination	NOUN
absel-36	75	48	questions	question	NOUN
absel-36	75	49	,	,	PUNCT
absel-36	75	50			NOUN
absel-36	75	51	all	all	DET
absel-36	75	52	three	three	NUM
absel-36	75	53	respective	respective	ADJ
absel-36	75	54	exams	exam	NOUN
absel-36	75	55	were	be	AUX
absel-36	75	56	of	of	ADP
absel-36	75	57	comparable	comparable	ADJ
absel-36	75	58	composition	composition	NOUN
absel-36	75	59	,	,	PUNCT
absel-36	75	60	and	and	CCONJ
absel-36	75	61			DET
absel-36	75	62	a	a	DET
absel-36	75	63	representative	representative	ADJ
absel-36	75	64	sample	sample	NOUN
absel-36	75	65	of	of	ADP
absel-36	75	66	master	master	NOUN
absel-36	75	67	bank	bank	NOUN
absel-36	75	68	questions	question	NOUN
absel-36	75	69	was	be	AUX
absel-36	75	70	obtained	obtain	VERB
absel-36	75	71	.	.	PUNCT
absel-36	76	1	the	the	DET
absel-36	76	2	data	data	NOUN
absel-36	76	3	base	base	NOUN
absel-36	76	4	of	of	ADP
absel-36	76	5	sample	sample	NOUN
absel-36	76	6	questions	question	NOUN
absel-36	76	7	is	be	AUX
absel-36	76	8	summarized	summarize	VERB
absel-36	76	9	in	in	ADP
absel-36	76	10	table	table	NOUN
absel-36	76	11	2	2	NUM
absel-36	76	12	.	.	PUNCT
absel-36	76	13	multiple	multiple	ADJ
absel-36	76	14	-	-	PUNCT
absel-36	76	15	choice	choice	NOUN
absel-36	76	16	exams	exam	NOUN
absel-36	76	17	for	for	ADP
absel-36	76	18	all	all	PRON
absel-36	76	19	of	of	ADP
absel-36	76	20	the	the	DET
absel-36	76	21	courses	course	NOUN
absel-36	76	22	for	for	ADP
absel-36	76	23	which	which	PRON
absel-36	76	24	data	datum	NOUN
absel-36	76	25	are	be	AUX
absel-36	76	26	available	available	ADJ
absel-36	76	27	,	,	PUNCT
absel-36	76	28	two	two	NUM
absel-36	76	29	midterm	midterm	NOUN
absel-36	76	30	exams	exam	NOUN
absel-36	76	31	and	and	CCONJ
absel-36	76	32	one	one	NUM
absel-36	76	33	final	final	ADJ
absel-36	76	34	exam	exam	NOUN
absel-36	76	35	were	be	AUX
absel-36	76	36	administered	administer	VERB
absel-36	76	37	.	.	PUNCT
absel-36	77	1	the	the	DET
absel-36	77	2	exams	exam	NOUN
absel-36	77	3	were	be	AUX
absel-36	77	4	not	not	PART
absel-36	77	5	cumulative	cumulative	ADJ
absel-36	77	6	.	.	PUNCT
absel-36	78	1	the	the	DET
absel-36	78	2	first	first	ADJ
absel-36	78	3	midterm	midterm	NOUN
absel-36	78	4	exam	exam	NOUN
absel-36	78	5	covered	cover	VERB
absel-36	78	6	about	about	ADP
absel-36	78	7	the	the	DET
absel-36	78	8	first	first	ADJ
absel-36	78	9	third	third	NOUN
absel-36	78	10	of	of	ADP
absel-36	78	11	the	the	DET
absel-36	78	12	chapters	chapter	NOUN
absel-36	78	13	(	(	PUNCT
absel-36	78	14	6	6	NUM
absel-36	78	15	or	or	CCONJ
absel-36	78	16	7	7	NUM
absel-36	78	17	chapters	chapter	NOUN
absel-36	78	18	depending	depend	VERB
absel-36	78	19	on	on	ADP
absel-36	78	20	the	the	DET
absel-36	78	21	specific	specific	ADJ
absel-36	78	22	text	text	NOUN
absel-36	78	23	)	)	PUNCT
absel-36	78	24	,	,	PUNCT
absel-36	78	25	the	the	DET
absel-36	78	26	second	second	ADJ
absel-36	78	27	midterm	midterm	NOUN
absel-36	78	28	covered	cover	VERB
absel-36	78	29	the	the	DET
absel-36	78	30	middle	middle	ADJ
absel-36	78	31	third	third	NOUN
absel-36	78	32	of	of	ADP
absel-36	78	33	the	the	DET
absel-36	78	34	chapters	chapter	NOUN
absel-36	78	35	,	,	PUNCT
absel-36	78	36	and	and	CCONJ
absel-36	78	37	the	the	DET
absel-36	78	38	final	final	ADJ
absel-36	78	39	exam	exam	NOUN
absel-36	78	40	covered	cover	VERB
absel-36	78	41	the	the	DET
absel-36	78	42	remaining	remain	VERB
absel-36	78	43	chapters	chapter	NOUN
absel-36	78	44	(	(	PUNCT
absel-36	78	45	5	5	NUM
absel-36	78	46	,	,	PUNCT
absel-36	78	47	6	6	NUM
absel-36	78	48	,	,	PUNCT
absel-36	78	49	or	or	CCONJ
absel-36	78	50	7	7	NUM
absel-36	78	51	chapters	chapter	NOUN
absel-36	78	52	)	)	PUNCT
absel-36	78	53	.	.	PUNCT
absel-36	79	1	exams	exam	NOUN
absel-36	79	2	comprised	comprise	VERB
absel-36	79	3	only	only	ADV
absel-36	79	4	multiple	multiple	ADJ
absel-36	79	5	-	-	PUNCT
absel-36	79	6	choice	choice	NOUN
absel-36	79	7	questions	question	NOUN
absel-36	79	8	from	from	ADP
absel-36	79	9	the	the	DET
absel-36	79	10	relevant	relevant	ADJ
absel-36	79	11	master	master	NOUN
absel-36	79	12	bank	bank	NOUN
absel-36	79	13	.	.	PUNCT
absel-36	80	1	all	all	DET
absel-36	80	2	exams	exam	NOUN
absel-36	80	3	were	be	AUX
absel-36	80	4	worth	worth	ADJ
absel-36	80	5	20	20	NUM
absel-36	80	6	percent	percent	NOUN
absel-36	80	7	of	of	ADP
absel-36	80	8	students	student	NOUN
absel-36	80	9	’	'	PUNCT
absel-36	80	10	final	final	ADJ
absel-36	80	11	weighted	weight	VERB
absel-36	80	12	averages	average	NOUN
absel-36	80	13	for	for	ADP
absel-36	80	14	the	the	DET
absel-36	80	15	course	course	NOUN
absel-36	80	16	.	.	PUNCT
absel-36	81	1	parameters	parameter	NOUN
absel-36	81	2	of	of	ADP
absel-36	81	3	exams	exam	NOUN
absel-36	81	4	for	for	ADP
absel-36	81	5	each	each	DET
absel-36	81	6	text	text	NOUN
absel-36	81	7	are	be	AUX
absel-36	81	8	presented	present	VERB
absel-36	81	9	in	in	ADP
absel-36	81	10	table	table	NOUN
absel-36	81	11	3	3	NUM
absel-36	81	12	.	.	PUNCT
absel-36	81	13	analysis	analysis	NOUN
absel-36	81	14	and	and	CCONJ
absel-36	81	15	results	result	VERB
absel-36	81	16	the	the	DET
absel-36	81	17	essential	essential	ADJ
absel-36	81	18	purpose	purpose	NOUN
absel-36	81	19	of	of	ADP
absel-36	81	20	this	this	DET
absel-36	81	21	study	study	NOUN
absel-36	81	22	is	be	AUX
absel-36	81	23	to	to	PART
absel-36	81	24	identify	identify	VERB
absel-36	81	25	questions	question	NOUN
absel-36	81	26	having	have	VERB
absel-36	81	27	distractors	distractor	NOUN
absel-36	81	28	that	that	PRON
absel-36	81	29	do	do	AUX
absel-36	81	30	not	not	PART
absel-36	81	31	serve	serve	VERB
absel-36	81	32	their	their	PRON
absel-36	81	33	intended	intended	ADJ
absel-36	81	34	purpose	purpose	NOUN
absel-36	81	35	.	.	PUNCT
absel-36	82	1	that	that	DET
absel-36	82	2	general	general	ADJ
absel-36	82	3	purpose	purpose	NOUN
absel-36	82	4	is	be	AUX
absel-36	82	5	for	for	SCONJ
absel-36	82	6	a	a	DET
absel-36	82	7	distractor	distractor	NOUN
absel-36	82	8	to	to	PART
absel-36	82	9	not	not	PART
absel-36	82	10	seem	seem	VERB
absel-36	82	11	so	so	ADV
absel-36	82	12	implausible	implausible	ADJ
absel-36	82	13	that	that	SCONJ
absel-36	82	14	examinees	examine	VERB
absel-36	82	15	who	who	PRON
absel-36	82	16	do	do	AUX
absel-36	82	17	not	not	PART
absel-36	82	18	know	know	VERB
absel-36	82	19	the	the	DET
absel-36	82	20	correct	correct	ADJ
absel-36	82	21	answer	answer	NOUN
absel-36	82	22	can	can	AUX
absel-36	82	23	yet	yet	ADV
absel-36	82	24	dismiss	dismiss	VERB
absel-36	82	25	the	the	DET
absel-36	82	26	distractor	distractor	NOUN
absel-36	82	27	.	.	PUNCT
absel-36	83	1	this	this	DET
absel-36	83	2	implausibility	implausibility	NOUN
absel-36	83	3	is	be	AUX
absel-36	83	4	reflected	reflect	VERB
absel-36	83	5	in	in	ADP
absel-36	83	6	the	the	DET
absel-36	83	7	incidence	incidence	NOUN
absel-36	83	8	with	with	ADP
absel-36	83	9	which	which	PRON
absel-36	83	10	a	a	DET
absel-36	83	11	distractor	distractor	NOUN
absel-36	83	12	is	be	AUX
absel-36	83	13	selected	select	VERB
absel-36	83	14	.	.	PUNCT
absel-36	84	1	simply	simply	ADV
absel-36	84	2	put	put	VERB
absel-36	84	3	,	,	PUNCT
absel-36	84	4	if	if	SCONJ
absel-36	84	5	a	a	DET
absel-36	84	6	given	give	VERB
absel-36	84	7	distractor	distractor	NOUN
absel-36	84	8	attracts	attract	VERB
absel-36	84	9	no	no	DET
absel-36	84	10	or	or	CCONJ
absel-36	84	11	very	very	ADV
absel-36	84	12	few	few	ADJ
absel-36	84	13	responses	response	NOUN
absel-36	84	14	then	then	ADV
absel-36	84	15	the	the	DET
absel-36	84	16	distractor	distractor	NOUN
absel-36	84	17	is	be	AUX
absel-36	84	18	ineffective	ineffective	ADJ
absel-36	84	19	.	.	PUNCT
absel-36	85	1	all	all	DET
absel-36	85	2	questions	question	NOUN
absel-36	85	3	in	in	ADP
absel-36	85	4	this	this	DET
absel-36	85	5	study	study	NOUN
absel-36	85	6	have	have	VERB
absel-36	85	7	four	four	NUM
absel-36	85	8	distractors	distractor	NOUN
absel-36	85	9	(	(	PUNCT
absel-36	85	10	plus	plus	CCONJ
absel-36	85	11	one	one	NUM
absel-36	85	12	correct	correct	ADJ
absel-36	85	13	answer	answer	NOUN
absel-36	85	14	option	option	NOUN
absel-36	85	15	)	)	PUNCT
absel-36	85	16	.	.	PUNCT
absel-36	86	1	one	one	NUM
absel-36	86	2	or	or	CCONJ
absel-36	86	3	more	more	ADJ
absel-36	86	4	of	of	ADP
absel-36	86	5	those	those	DET
absel-36	86	6	four	four	NUM
absel-36	86	7	distractors	distractor	NOUN
absel-36	86	8	might	might	AUX
absel-36	86	9	be	be	AUX
absel-36	86	10	ineffective	ineffective	ADJ
absel-36	86	11	.	.	PUNCT
absel-36	87	1	in	in	ADP
absel-36	87	2	the	the	DET
absel-36	87	3	extreme	extreme	NOUN
absel-36	87	4	,	,	PUNCT
absel-36	87	5	for	for	ADP
absel-36	87	6	a	a	DET
absel-36	87	7	given	give	VERB
absel-36	87	8	question	question	NOUN
absel-36	87	9	one	one	NUM
absel-36	87	10	distractor	distractor	NOUN
absel-36	87	11	might	might	AUX
absel-36	87	12	attract	attract	VERB
absel-36	87	13	no	no	DET
absel-36	87	14	responses	response	NOUN
absel-36	87	15	,	,	PUNCT
absel-36	87	16	two	two	NUM
absel-36	87	17	distractors	distractor	NOUN
absel-36	87	18	might	might	AUX
absel-36	87	19	attract	attract	VERB
absel-36	87	20	no	no	DET
absel-36	87	21	responses	response	NOUN
absel-36	87	22	,	,	PUNCT
absel-36	87	23	three	three	NUM
absel-36	87	24	distractors	distractor	NOUN
absel-36	87	25	might	might	AUX
absel-36	87	26	attract	attract	VERB
absel-36	87	27	no	no	DET
absel-36	87	28	responses	response	NOUN
absel-36	87	29	,	,	PUNCT
absel-36	87	30	or	or	CCONJ
absel-36	87	31	four	four	NUM
absel-36	87	32	distractors	distractor	NOUN
absel-36	87	33	might	might	AUX
absel-36	87	34	attract	attract	VERB
absel-36	87	35	no	no	DET
absel-36	87	36	responses	response	NOUN
absel-36	87	37	(	(	PUNCT
absel-36	87	38	this	this	DET
absel-36	87	39	last	last	ADJ
absel-36	87	40	being	be	AUX
absel-36	87	41	the	the	DET
absel-36	87	42	case	case	NOUN
absel-36	87	43	where	where	SCONJ
absel-36	87	44	all	all	DET
absel-36	87	45	examinees	examinee	NOUN
absel-36	87	46	answer	answer	VERB
absel-36	87	47	the	the	DET
absel-36	87	48	question	question	NOUN
absel-36	87	49	correctly	correctly	ADV
absel-36	87	50	)	)	PUNCT
absel-36	87	51	.	.	PUNCT
absel-36	88	1	the	the	DET
absel-36	88	2	percents	percent	NOUN
absel-36	88	3	of	of	ADP
absel-36	88	4	questions	question	NOUN
absel-36	88	5	for	for	ADP
absel-36	88	6	0	0	NUM
absel-36	88	7	through	through	ADP
absel-36	88	8	4	4	NUM
absel-36	88	9	distractors	distractor	NOUN
absel-36	88	10	selected	select	VERB
absel-36	88	11	by	by	ADP
absel-36	88	12	no	no	DET
absel-36	88	13	examinees	examinee	NOUN
absel-36	88	14	for	for	ADP
absel-36	88	15	a	a	DET
absel-36	88	16	given	give	VERB
absel-36	88	17	text	text	NOUN
absel-36	88	18	bank	bank	NOUN
absel-36	88	19	are	be	AUX
absel-36	88	20	in	in	ADP
absel-36	88	21	the	the	DET
absel-36	88	22	“	"	PUNCT
absel-36	88	23	0	0	NUM
absel-36	88	24	%	%	NOUN
absel-36	88	25	”	"	PUNCT
absel-36	88	26	columns	column	NOUN
absel-36	88	27	in	in	ADP
absel-36	88	28	table	table	NOUN
absel-36	88	29	4	4	NUM
absel-36	88	30	.	.	PUNCT
absel-36	89	1	less	less	ADV
absel-36	89	2	extreme	extreme	ADJ
absel-36	89	3	,	,	PUNCT
absel-36	89	4	for	for	ADP
absel-36	89	5	a	a	DET
absel-36	89	6	given	give	VERB
absel-36	89	7	question	question	NOUN
absel-36	89	8	one	one	NUM
absel-36	89	9	distractor	distractor	NOUN
absel-36	89	10	might	might	AUX
absel-36	89	11	attract	attract	VERB
absel-36	89	12	less	less	ADJ
absel-36	89	13	than	than	ADP
absel-36	89	14	or	or	CCONJ
absel-36	89	15	equal	equal	ADJ
absel-36	89	16	to	to	ADP
absel-36	89	17	five	five	NUM
absel-36	89	18	percent	percent	NOUN
absel-36	89	19	of	of	ADP
absel-36	89	20	responses	response	NOUN
absel-36	89	21	,	,	PUNCT
absel-36	89	22	two	two	NUM
absel-36	89	23	distractors	distractor	NOUN
absel-36	89	24	might	might	AUX
absel-36	89	25	attract	attract	VERB
absel-36	89	26	less	less	ADJ
absel-36	89	27	than	than	ADP
absel-36	89	28	or	or	CCONJ
absel-36	89	29	equal	equal	ADJ
absel-36	89	30	to	to	ADP
absel-36	89	31	five	five	NUM
absel-36	89	32	percent	percent	NOUN
absel-36	89	33	of	of	ADP
absel-36	89	34	responses	response	NOUN
absel-36	89	35	,	,	PUNCT
absel-36	89	36	and	and	CCONJ
absel-36	89	37	so	so	ADV
absel-36	89	38	on	on	ADV
absel-36	89	39	.	.	PUNCT
absel-36	90	1	these	these	DET
absel-36	90	2	results	result	NOUN
absel-36	90	3	are	be	AUX
absel-36	90	4	in	in	ADP
absel-36	90	5	the	the	DET
absel-36	90	6	“	"	PUNCT
absel-36	90	7	<	<	X
absel-36	90	8	=	=	SYM
absel-36	90	9	5	5	NUM
absel-36	90	10	%	%	NOUN
absel-36	90	11	”	"	PUNCT
absel-36	90	12	columns	column	NOUN
absel-36	90	13	of	of	ADP
absel-36	90	14	table	table	NOUN
absel-36	90	15	4	4	NUM
absel-36	90	16	.	.	PUNCT
absel-36	90	17	and	and	CCONJ
absel-36	90	18	even	even	ADV
absel-36	90	19	less	less	ADV
absel-36	90	20	extreme	extreme	ADJ
absel-36	90	21	results	result	NOUN
absel-36	90	22	for	for	ADP
absel-36	90	23	distractors	distractor	NOUN
absel-36	90	24	attracting	attract	VERB
absel-36	90	25	less	less	ADJ
absel-36	90	26	than	than	ADP
absel-36	90	27	or	or	CCONJ
absel-36	90	28	equal	equal	ADJ
absel-36	90	29	to	to	ADP
absel-36	90	30	ten	ten	NUM
absel-36	90	31	percent	percent	NOUN
absel-36	90	32	of	of	ADP
absel-36	90	33	responses	response	NOUN
absel-36	90	34	are	be	AUX
absel-36	90	35	in	in	ADP
absel-36	90	36	the	the	DET
absel-36	90	37	“	"	PUNCT
absel-36	90	38	<	<	X
absel-36	90	39	=	=	SYM
absel-36	90	40	10	10	NUM
absel-36	90	41	%	%	NOUN
absel-36	90	42	”	"	PUNCT
absel-36	90	43	columns	column	NOUN
absel-36	90	44	in	in	ADP
absel-36	90	45	table	table	NOUN
absel-36	90	46	4	4	NUM
absel-36	90	47	.	.	PUNCT
absel-36	90	48	table	table	NOUN
absel-36	90	49	3	3	NUM
absel-36	90	50	exam	exam	NOUN
absel-36	90	51	parameters	parameter	NOUN
absel-36	90	52	text	text	NOUN
absel-36	90	53	number	number	NOUN
absel-36	90	54	of	of	ADP
absel-36	90	55	exams	exam	NOUN
absel-36	90	56	mean	mean	VERB
absel-36	90	57	questions	question	NOUN
absel-36	90	58	per	per	ADP
absel-36	90	59	exam	exam	NOUN
absel-36	91	1	mean	mean	NOUN
absel-36	91	2	students	student	NOUN
absel-36	91	3	per	per	ADP
absel-36	91	4	exam	exam	NOUN
absel-36	91	5	mean	mean	NOUN
absel-36	91	6	score	score	NOUN
absel-36	91	7	(	(	PUNCT
absel-36	91	8	%	%	INTJ
absel-36	91	9	correct	correct	ADJ
absel-36	91	10	)	)	PUNCT
absel-36	91	11	lw	lw	PROPN
absel-36	91	12	(	(	PUNCT
absel-36	91	13	2012	2012	NUM
absel-36	91	14	)	)	PUNCT
absel-36	91	15	6	6	NUM
absel-36	91	16	48.7	48.7	NUM
absel-36	91	17	(	(	PUNCT
absel-36	91	18	53	53	NUM
absel-36	91	19	,	,	PUNCT
absel-36	91	20	42	42	NUM
absel-36	91	21	)	)	PUNCT
absel-36	91	22	37.2	37.2	NUM
absel-36	91	23	(	(	PUNCT
absel-36	91	24	39	39	NUM
absel-36	91	25	,	,	PUNCT
absel-36	91	26	35	35	NUM
absel-36	91	27	)	)	PUNCT
absel-36	91	28	67.9	67.9	NUM
absel-36	91	29	(	(	PUNCT
absel-36	91	30	70.6	70.6	NUM
absel-36	91	31	,	,	PUNCT
absel-36	91	32	63.4	63.4	NUM
absel-36	91	33	)	)	PUNCT
absel-36	91	34	szp	szp	NOUN
absel-36	91	35	(	(	PUNCT
absel-36	91	36	2011	2011	NUM
absel-36	91	37	)	)	PUNCT
absel-36	91	38	12	12	NUM
absel-36	91	39	55.9	55.9	NUM
absel-36	91	40	(	(	PUNCT
absel-36	91	41	60	60	NUM
absel-36	91	42	,	,	PUNCT
absel-36	91	43	47	47	NUM
absel-36	91	44	)	)	PUNCT
absel-36	91	45	41.9	41.9	NUM
absel-36	91	46	(	(	PUNCT
absel-36	91	47	54	54	NUM
absel-36	91	48	,	,	PUNCT
absel-36	91	49	28	28	NUM
absel-36	91	50	)	)	PUNCT
absel-36	91	51	58.2	58.2	NUM
absel-36	91	52	(	(	PUNCT
absel-36	91	53	62.8	62.8	NUM
absel-36	91	54	,	,	PUNCT
absel-36	91	55	54.5	54.5	NUM
absel-36	91	56	)	)	PUNCT
absel-36	91	57	lw	lw	PROPN
absel-36	91	58	(	(	PUNCT
absel-36	91	59	2009	2009	NUM
absel-36	91	60	)	)	PUNCT
absel-36	91	61	12	12	NUM
absel-36	91	62	61.3	61.3	NUM
absel-36	91	63	(	(	PUNCT
absel-36	91	64	70	70	NUM
absel-36	91	65	,	,	PUNCT
absel-36	91	66	55	55	NUM
absel-36	91	67	)	)	PUNCT
absel-36	91	68	36.2	36.2	NUM
absel-36	91	69	(	(	PUNCT
absel-36	91	70	49	49	NUM
absel-36	91	71	,	,	PUNCT
absel-36	91	72	27	27	NUM
absel-36	91	73	)	)	PUNCT
absel-36	91	74	67.44	67.44	NUM
absel-36	91	75	(	(	PUNCT
absel-36	91	76	73.0	73.0	NUM
absel-36	91	77	,	,	PUNCT
absel-36	91	78	58.5	58.5	NUM
absel-36	91	79	)	)	PUNCT
absel-36	91	80	szp	szp	NOUN
absel-36	91	81	(	(	PUNCT
absel-36	91	82	2008	2008	NUM
absel-36	91	83	)	)	PUNCT
absel-36	91	84	12	12	NUM
absel-36	91	85	56.2	56.2	NUM
absel-36	91	86	(	(	PUNCT
absel-36	91	87	60	60	NUM
absel-36	91	88	,	,	PUNCT
absel-36	91	89	48	48	NUM
absel-36	91	90	)	)	PUNCT
absel-36	91	91	39.9	39.9	NUM
absel-36	91	92	(	(	PUNCT
absel-36	91	93	49	49	NUM
absel-36	91	94	,	,	PUNCT
absel-36	91	95	32	32	NUM
absel-36	91	96	)	)	PUNCT
absel-36	91	97	61.07	61.07	NUM
absel-36	91	98	(	(	PUNCT
absel-36	91	99	67.1	67.1	NUM
absel-36	91	100	,	,	PUNCT
absel-36	91	101	57.5	57.5	NUM
absel-36	91	102	)	)	PUNCT
absel-36	91	103	hmb	hmb	PROPN
absel-36	91	104	(	(	PUNCT
absel-36	91	105	2007	2007	NUM
absel-36	91	106	)	)	PUNCT
absel-36	91	107	18	18	NUM
absel-36	91	108	53.2	53.2	NUM
absel-36	91	109	(	(	PUNCT
absel-36	91	110	56	56	NUM
absel-36	91	111	,	,	PUNCT
absel-36	91	112	47	47	NUM
absel-36	91	113	)	)	PUNCT
absel-36	91	114	32.7	32.7	NUM
absel-36	91	115	(	(	PUNCT
absel-36	91	116	42	42	NUM
absel-36	91	117	,	,	PUNCT
absel-36	91	118	25	25	NUM
absel-36	91	119	)	)	PUNCT
absel-36	91	120	62.74	62.74	NUM
absel-36	91	121	(	(	PUNCT
absel-36	91	122	69.2	69.2	NUM
absel-36	91	123	,	,	PUNCT
absel-36	91	124	56.6	56.6	NUM
absel-36	91	125	)	)	PUNCT
absel-36	91	126	numbers	number	NOUN
absel-36	91	127	in	in	ADP
absel-36	91	128	parentheses	parenthesis	NOUN
absel-36	91	129	are	be	AUX
absel-36	91	130	maximum	maximum	ADJ
absel-36	91	131	and	and	CCONJ
absel-36	91	132	minimum	minimum	ADJ
absel-36	91	133	,	,	PUNCT
absel-36	91	134	respectively	respectively	ADV
absel-36	91	135	.	.	PUNCT
absel-36	92	1	page	page	NOUN
absel-36	92	2	174	174	NUM
absel-36	92	3	developments	development	NOUN
absel-36	92	4	in	in	ADP
absel-36	92	5	business	business	NOUN
absel-36	92	6	simulation	simulation	NOUN
absel-36	92	7	and	and	CCONJ
absel-36	92	8	experiential	experiential	ADJ
absel-36	92	9	learning	learning	NOUN
absel-36	92	10	,	,	PUNCT
absel-36	92	11	volume	volume	NOUN
absel-36	92	12	40	40	NUM
absel-36	92	13	,	,	PUNCT
absel-36	92	14	2013	2013	NUM
absel-36	92	15	discussion	discussion	NOUN
absel-36	92	16	no	no	DET
absel-36	92	17	published	publish	VERB
absel-36	92	18	norms	norm	NOUN
absel-36	92	19	for	for	ADP
absel-36	92	20	this	this	DET
absel-36	92	21	type	type	NOUN
absel-36	92	22	of	of	ADP
absel-36	92	23	distractor	distractor	NOUN
absel-36	92	24	analysis	analysis	NOUN
absel-36	92	25	are	be	AUX
absel-36	92	26	known	know	VERB
absel-36	92	27	to	to	ADP
absel-36	92	28	the	the	DET
absel-36	92	29	author	author	NOUN
absel-36	92	30	.	.	PUNCT
absel-36	93	1	(	(	PUNCT
absel-36	93	2	the	the	DET
absel-36	93	3	present	present	ADJ
absel-36	93	4	results	result	NOUN
absel-36	93	5	might	might	AUX
absel-36	93	6	be	be	AUX
absel-36	93	7	a	a	DET
absel-36	93	8	step	step	NOUN
absel-36	93	9	toward	toward	ADP
absel-36	93	10	such	such	ADJ
absel-36	93	11	norms	norm	NOUN
absel-36	93	12	.	.	PUNCT
absel-36	93	13	)	)	PUNCT
absel-36	94	1	for	for	ADP
absel-36	94	2	a	a	DET
absel-36	94	3	great	great	ADJ
absel-36	94	4	many	many	ADJ
absel-36	94	5	questions	question	NOUN
absel-36	94	6	,	,	PUNCT
absel-36	94	7	though	though	ADV
absel-36	94	8	,	,	PUNCT
absel-36	94	9	the	the	DET
absel-36	94	10	distractors	distractor	NOUN
absel-36	94	11	do	do	AUX
absel-36	94	12	not	not	PART
absel-36	94	13	effectively	effectively	ADV
absel-36	94	14	serve	serve	VERB
absel-36	94	15	their	their	PRON
absel-36	94	16	purpose	purpose	NOUN
absel-36	94	17	.	.	PUNCT
absel-36	95	1	for	for	ADP
absel-36	95	2	each	each	PRON
absel-36	95	3	of	of	ADP
absel-36	95	4	the	the	DET
absel-36	95	5	five	five	NUM
absel-36	95	6	question	question	NOUN
absel-36	95	7	banks	bank	NOUN
absel-36	95	8	,	,	PUNCT
absel-36	95	9	over	over	ADP
absel-36	95	10	half	half	DET
absel-36	95	11	the	the	DET
absel-36	95	12	sample	sample	NOUN
absel-36	95	13	questions	question	NOUN
absel-36	95	14	had	have	VERB
absel-36	95	15	at	at	ADV
absel-36	95	16	least	least	ADV
absel-36	95	17	one	one	NUM
absel-36	95	18	distractor	distractor	NOUN
absel-36	95	19	that	that	PRON
absel-36	95	20	attracted	attract	VERB
absel-36	95	21	no	no	DET
absel-36	95	22	responses	response	NOUN
absel-36	95	23	,	,	PUNCT
absel-36	95	24	the	the	DET
absel-36	95	25	percents	percent	NOUN
absel-36	95	26	of	of	ADP
absel-36	95	27	such	such	ADJ
absel-36	95	28	questions	question	NOUN
absel-36	95	29	ranging	range	VERB
absel-36	95	30	from	from	ADP
absel-36	95	31	53.35	53.35	NUM
absel-36	95	32	percent	percent	NOUN
absel-36	95	33	to	to	ADP
absel-36	95	34	70.89	70.89	NUM
absel-36	95	35	percent	percent	NOUN
absel-36	95	36	(	(	PUNCT
absel-36	95	37	table	table	NOUN
absel-36	95	38	5	5	NUM
absel-36	95	39	)	)	PUNCT
absel-36	95	40	.	.	PUNCT
absel-36	96	1	from	from	ADP
absel-36	96	2	85.01	85.01	NUM
absel-36	96	3	percent	percent	NOUN
absel-36	96	4	to	to	ADP
absel-36	96	5	91.54	91.54	NUM
absel-36	96	6	percent	percent	NOUN
absel-36	96	7	had	have	VERB
absel-36	96	8	at	at	ADV
absel-36	96	9	least	least	ADV
absel-36	96	10	one	one	NUM
absel-36	96	11	distractor	distractor	NOUN
absel-36	96	12	attracting	attract	VERB
absel-36	96	13	five	five	NUM
absel-36	96	14	percent	percent	NOUN
absel-36	96	15	or	or	CCONJ
absel-36	96	16	less	less	ADJ
absel-36	96	17	of	of	ADP
absel-36	96	18	all	all	DET
absel-36	96	19	examinee	examinee	NOUN
absel-36	96	20	responses	response	NOUN
absel-36	96	21	.	.	PUNCT
absel-36	97	1	and	and	CCONJ
absel-36	97	2	from	from	ADP
absel-36	97	3	97.02	97.02	NUM
absel-36	97	4	percent	percent	NOUN
absel-36	97	5	to	to	ADP
absel-36	97	6	99.16	99.16	NUM
absel-36	97	7	percent	percent	NOUN
absel-36	97	8	had	have	VERB
absel-36	97	9	at	at	ADV
absel-36	97	10	least	least	ADV
absel-36	97	11	one	one	NUM
absel-36	97	12	distractor	distractor	NOUN
absel-36	97	13	attracting	attract	VERB
absel-36	97	14	ten	ten	NUM
absel-36	97	15	percent	percent	NOUN
absel-36	97	16	or	or	CCONJ
absel-36	97	17	less	less	ADJ
absel-36	97	18	of	of	ADP
absel-36	97	19	responses	response	NOUN
absel-36	97	20	.	.	PUNCT
absel-36	98	1	many	many	ADJ
absel-36	98	2	basic	basic	ADJ
absel-36	98	3	textbooks	textbook	NOUN
absel-36	98	4	in	in	ADP
absel-36	98	5	marketing	marketing	NOUN
absel-36	98	6	,	,	PUNCT
absel-36	98	7	now	now	ADV
absel-36	98	8	multiple	multiple	ADJ
absel-36	98	9	editions	edition	NOUN
absel-36	98	10	later	later	ADV
absel-36	98	11	,	,	PUNCT
absel-36	98	12	are	be	AUX
absel-36	98	13	in	in	ADP
absel-36	98	14	the	the	DET
absel-36	98	15	maturity	maturity	NOUN
absel-36	98	16	stage	stage	NOUN
absel-36	98	17	of	of	ADP
absel-36	98	18	the	the	DET
absel-36	98	19	life	life	NOUN
absel-36	98	20	-	-	PUNCT
absel-36	98	21	cycle	cycle	NOUN
absel-36	98	22	,	,	PUNCT
absel-36	98	23	as	as	SCONJ
absel-36	98	24	are	be	AUX
absel-36	98	25	their	their	PRON
absel-36	98	26	accompanying	accompanying	ADJ
absel-36	98	27	question	question	NOUN
absel-36	98	28	banks	bank	NOUN
absel-36	98	29	.	.	PUNCT
absel-36	99	1	at	at	ADP
absel-36	99	2	their	their	PRON
absel-36	99	3	inaugural	inaugural	ADJ
absel-36	99	4	editions	edition	NOUN
absel-36	99	5	,	,	PUNCT
absel-36	99	6	pretesting	preteste	VERB
absel-36	99	7	several	several	ADJ
absel-36	99	8	hundreds	hundred	NOUN
absel-36	99	9	of	of	ADP
absel-36	99	10	questions	question	NOUN
absel-36	99	11	may	may	AUX
absel-36	99	12	be	be	AUX
absel-36	99	13	infeasible	infeasible	ADJ
absel-36	99	14	.	.	PUNCT
absel-36	100	1	however	however	ADV
absel-36	100	2	,	,	PUNCT
absel-36	100	3	as	as	SCONJ
absel-36	100	4	texts	text	NOUN
absel-36	100	5	and	and	CCONJ
absel-36	100	6	their	their	PRON
absel-36	100	7	question	question	NOUN
absel-36	100	8	banks	bank	NOUN
absel-36	100	9	are	be	AUX
absel-36	100	10	adopted	adopt	VERB
absel-36	100	11	,	,	PUNCT
absel-36	100	12	plentiful	plentiful	ADJ
absel-36	100	13	item	item	NOUN
absel-36	100	14	-	-	PUNCT
absel-36	100	15	analysis	analysis	NOUN
absel-36	100	16	-	-	PUNCT
absel-36	100	17	relevant	relevant	ADJ
absel-36	100	18	data	datum	NOUN
absel-36	100	19	are	be	AUX
absel-36	100	20	generated	generate	VERB
absel-36	100	21	.	.	PUNCT
absel-36	101	1	it	it	PRON
absel-36	101	2	should	should	AUX
absel-36	101	3	be	be	AUX
absel-36	101	4	feasible	feasible	ADJ
absel-36	101	5	to	to	PART
absel-36	101	6	revise	revise	VERB
absel-36	101	7	subsequent	subsequent	ADJ
absel-36	101	8	editions	edition	NOUN
absel-36	101	9	of	of	ADP
absel-36	101	10	question	question	NOUN
absel-36	101	11	banks	bank	NOUN
absel-36	101	12	accordingly	accordingly	ADV
absel-36	101	13	.	.	PUNCT
absel-36	102	1	limitations	limitation	NOUN
absel-36	102	2	questions	question	NOUN
absel-36	102	3	analyzed	analyze	VERB
absel-36	102	4	in	in	ADP
absel-36	102	5	this	this	DET
absel-36	102	6	study	study	NOUN
absel-36	102	7	are	be	AUX
absel-36	102	8	,	,	PUNCT
absel-36	102	9	of	of	ADP
absel-36	102	10	course	course	NOUN
absel-36	102	11	,	,	PUNCT
absel-36	102	12	samples	sample	NOUN
absel-36	102	13	from	from	ADP
absel-36	102	14	their	their	PRON
absel-36	102	15	respective	respective	ADJ
absel-36	102	16	published	publish	VERB
absel-36	102	17	banks	bank	NOUN
absel-36	102	18	of	of	ADP
absel-36	102	19	questions	question	NOUN
absel-36	102	20	and	and	CCONJ
absel-36	102	21	,	,	PUNCT
absel-36	102	22	thus	thus	ADV
absel-36	102	23	,	,	PUNCT
absel-36	102	24	subject	subject	ADJ
absel-36	102	25	to	to	ADP
absel-36	102	26	sampling	sample	VERB
absel-36	102	27	error	error	NOUN
absel-36	102	28	.	.	PUNCT
absel-36	103	1	for	for	ADP
absel-36	103	2	four	four	NUM
absel-36	103	3	of	of	ADP
absel-36	103	4	the	the	DET
absel-36	103	5	five	five	NUM
absel-36	103	6	question	question	NOUN
absel-36	103	7	banks	bank	NOUN
absel-36	103	8	,	,	PUNCT
absel-36	103	9	though	though	ADV
absel-36	103	10	,	,	PUNCT
absel-36	103	11	over	over	ADP
absel-36	103	12	half	half	DET
absel-36	103	13	the	the	DET
absel-36	103	14	population	population	NOUN
absel-36	103	15	questions	question	NOUN
absel-36	103	16	were	be	AUX
absel-36	103	17	included	include	VERB
absel-36	103	18	in	in	ADP
absel-36	103	19	the	the	DET
absel-36	103	20	sample	sample	NOUN
absel-36	103	21	(	(	PUNCT
absel-36	103	22	table	table	NOUN
absel-36	103	23	2	2	NUM
absel-36	103	24	)	)	PUNCT
absel-36	103	25	.	.	PUNCT
absel-36	104	1	the	the	DET
absel-36	104	2	numbers	number	NOUN
absel-36	104	3	of	of	ADP
absel-36	104	4	students	student	NOUN
absel-36	104	5	,	,	PUNCT
absel-36	104	6	while	while	SCONJ
absel-36	104	7	perhaps	perhaps	ADV
absel-36	104	8	typical	typical	ADJ
absel-36	104	9	of	of	ADP
absel-36	104	10	non	non	ADJ
absel-36	104	11	-	-	ADJ
absel-36	104	12	principles	principle	NOUN
absel-36	104	13	classes	class	NOUN
absel-36	104	14	,	,	PUNCT
absel-36	104	15	are	be	AUX
absel-36	104	16	limited	limit	VERB
absel-36	104	17	,	,	PUNCT
absel-36	104	18	ranging	range	VERB
absel-36	104	19	from	from	ADP
absel-36	104	20	averages	average	NOUN
absel-36	104	21	of	of	ADP
absel-36	104	22	32.7	32.7	NUM
absel-36	104	23	to	to	PART
absel-36	104	24	41.9	41.9	NUM
absel-36	104	25	students	student	NOUN
absel-36	104	26	per	per	ADP
absel-36	104	27	exam	exam	NOUN
absel-36	104	28	/	/	SYM
absel-36	104	29	question	question	NOUN
absel-36	104	30	(	(	PUNCT
absel-36	104	31	table	table	NOUN
absel-36	104	32	3	3	NUM
absel-36	104	33	)	)	PUNCT
absel-36	104	34	.	.	PUNCT
absel-36	105	1	the	the	DET
absel-36	105	2	universe	universe	NOUN
absel-36	105	3	of	of	ADP
absel-36	105	4	course	course	NOUN
absel-36	105	5	administration	administration	NOUN
absel-36	105	6	and	and	CCONJ
absel-36	105	7	examination	examination	NOUN
absel-36	105	8	parameters	parameter	NOUN
absel-36	105	9	seems	seem	VERB
absel-36	105	10	impossible	impossible	ADJ
absel-36	105	11	to	to	PART
absel-36	105	12	formally	formally	ADV
absel-36	105	13	generalize	generalize	VERB
absel-36	105	14	to	to	ADP
absel-36	105	15	.	.	PUNCT
absel-36	106	1	for	for	ADP
absel-36	106	2	the	the	DET
absel-36	106	3	present	present	ADJ
absel-36	106	4	study	study	NOUN
absel-36	106	5	,	,	PUNCT
absel-36	106	6	though	though	ADV
absel-36	106	7	,	,	PUNCT
absel-36	106	8	there	there	PRON
absel-36	106	9	is	be	VERB
absel-36	106	10	consistency	consistency	NOUN
absel-36	106	11	in	in	ADP
absel-36	106	12	the	the	DET
absel-36	106	13	administration	administration	NOUN
absel-36	106	14	of	of	ADP
absel-36	106	15	the	the	DET
absel-36	106	16	courses	course	NOUN
absel-36	106	17	and	and	CCONJ
absel-36	106	18	exams	exam	NOUN
absel-36	106	19	(	(	PUNCT
absel-36	106	20	single	single	ADJ
absel-36	106	21	instructor	instructor	NOUN
absel-36	106	22	,	,	PUNCT
absel-36	106	23	common	common	ADJ
absel-36	106	24	course	course	NOUN
absel-36	106	25	and	and	CCONJ
absel-36	106	26	exam	exam	NOUN
absel-36	106	27	formats	format	NOUN
absel-36	106	28	)	)	PUNCT
absel-36	106	29	.	.	PUNCT
absel-36	107	1	the	the	DET
absel-36	107	2	results	result	NOUN
absel-36	107	3	,	,	PUNCT
absel-36	107	4	too	too	ADV
absel-36	107	5	,	,	PUNCT
absel-36	107	6	are	be	AUX
absel-36	107	7	pronounced	pronounce	VERB
absel-36	107	8	to	to	ADP
absel-36	107	9	the	the	DET
absel-36	107	10	point	point	NOUN
absel-36	107	11	where	where	SCONJ
absel-36	107	12	it	it	PRON
absel-36	107	13	seems	seem	VERB
absel-36	107	14	clear	clear	ADJ
absel-36	107	15	that	that	SCONJ
absel-36	107	16	for	for	ADP
absel-36	107	17	the	the	DET
absel-36	107	18	questions	question	NOUN
absel-36	107	19	analyzed	analyze	VERB
absel-36	107	20	,	,	PUNCT
absel-36	107	21	the	the	DET
absel-36	107	22	effective	effective	ADJ
absel-36	107	23	number	number	NOUN
absel-36	107	24	of	of	ADP
absel-36	107	25	options	option	NOUN
absel-36	107	26	is	be	AUX
absel-36	107	27	not	not	PART
absel-36	107	28	the	the	DET
absel-36	107	29	nominal	nominal	ADJ
absel-36	107	30	number	number	NOUN
absel-36	107	31	of	of	ADP
absel-36	107	32	options	option	NOUN
absel-36	107	33	.	.	PUNCT
absel-36	108	1	references	reference	NOUN
absel-36	108	2	cohen	cohen	PROPN
absel-36	108	3	,	,	PUNCT
absel-36	108	4	ronald	ronald	PROPN
absel-36	108	5	jay	jay	PROPN
absel-36	108	6	&	&	CCONJ
absel-36	108	7	swerdlik	swerdlik	PROPN
absel-36	108	8	,	,	PUNCT
absel-36	108	9	mark	mark	PROPN
absel-36	108	10	(	(	PUNCT
absel-36	108	11	2010	2010	NUM
absel-36	108	12	)	)	PUNCT
absel-36	108	13	.	.	PUNCT
absel-36	109	1	psychological	psychological	ADJ
absel-36	109	2	testing	testing	NOUN
absel-36	109	3	and	and	CCONJ
absel-36	109	4	assessment	assessment	NOUN
absel-36	109	5	(	(	PUNCT
absel-36	109	6	7th	7th	ADJ
absel-36	109	7	ed	ed	NOUN
absel-36	109	8	.	.	PUNCT
absel-36	109	9	)	)	PUNCT
absel-36	109	10	.	.	PUNCT
absel-36	110	1	boston	boston	PROPN
absel-36	110	2	:	:	PUNCT
absel-36	110	3	mcgraw	mcgraw	PROPN
absel-36	110	4	hill	hill	PROPN
absel-36	110	5	.	.	PUNCT
absel-36	111	1	isbn-13	isbn-13	PROPN
absel-36	111	2	:	:	PUNCT
absel-36	111	3	9780073129099	9780073129099	NUM
absel-36	111	4	cronbach	cronbach	NOUN
absel-36	111	5	,	,	PUNCT
absel-36	111	6	lee	lee	PROPN
absel-36	111	7	j.	j.	PROPN
absel-36	111	8	(	(	PUNCT
absel-36	111	9	1971	1971	NUM
absel-36	111	10	)	)	PUNCT
absel-36	111	11	.	.	PUNCT
absel-36	112	1	test	test	NOUN
absel-36	112	2	validation	validation	NOUN
absel-36	112	3	.	.	PUNCT
absel-36	113	1	in	in	ADP
absel-36	113	2	robert	robert	PROPN
absel-36	113	3	l.	l.	PROPN
absel-36	113	4	thorndike	thorndike	PROPN
absel-36	113	5	(	(	PUNCT
absel-36	113	6	ed	ed	NOUN
absel-36	113	7	.	.	PUNCT
absel-36	113	8	)	)	PUNCT
absel-36	113	9	,	,	PUNCT
absel-36	113	10	educational	educational	ADJ
absel-36	113	11	measurement	measurement	NOUN
absel-36	113	12	(	(	PUNCT
absel-36	113	13	2nd	2nd	ADJ
absel-36	113	14	ed	ed	NOUN
absel-36	113	15	.	.	PUNCT
absel-36	113	16	)	)	PUNCT
absel-36	113	17	.	.	PUNCT
absel-36	114	1	washington	washington	PROPN
absel-36	114	2	,	,	PUNCT
absel-36	114	3	d.c	d.c	PROPN
absel-36	114	4	.	.	PROPN
absel-36	114	5	:	:	PUNCT
absel-36	115	1	american	american	PROPN
absel-36	115	2	council	council	PROPN
absel-36	115	3	on	on	ADP
absel-36	115	4	education	education	NOUN
absel-36	115	5	,	,	PUNCT
absel-36	115	6	443	443	NUM
absel-36	115	7	-	-	SYM
absel-36	115	8	507	507	NUM
absel-36	115	9	.	.	PUNCT
absel-36	116	1	isbn	isbn	ADJ
absel-36	116	2	:	:	PUNCT
absel-36	116	3	0	0	NUM
absel-36	116	4	-	-	SYM
absel-36	116	5	8268	8268	NUM
absel-36	116	6	-	-	PUNCT
absel-36	116	7	1271	1271	NUM
absel-36	116	8	-	-	SYM
absel-36	116	9	6	6	NUM
absel-36	116	10	davis	davis	PROPN
absel-36	116	11	,	,	PUNCT
absel-36	116	12	frederick	frederick	PROPN
absel-36	116	13	b.	b.	PROPN
absel-36	116	14	(	(	PUNCT
absel-36	116	15	1951	1951	NUM
absel-36	116	16	)	)	PUNCT
absel-36	116	17	.	.	PUNCT
absel-36	117	1	item	item	NOUN
absel-36	117	2	selection	selection	NOUN
absel-36	117	3	techniques	technique	NOUN
absel-36	117	4	.	.	PUNCT
absel-36	118	1	in	in	ADP
absel-36	118	2	e.f	e.f	PROPN
absel-36	118	3	.	.	PROPN
absel-36	118	4	lindquist	lindquist	PROPN
absel-36	118	5	(	(	PUNCT
absel-36	118	6	ed	ed	NOUN
absel-36	118	7	.	.	PUNCT
absel-36	118	8	)	)	PUNCT
absel-36	118	9	,	,	PUNCT
absel-36	118	10	educational	educational	ADJ
absel-36	118	11	measurement	measurement	NOUN
absel-36	118	12	.	.	PUNCT
absel-36	119	1	washington	washington	PROPN
absel-36	119	2	,	,	PUNCT
absel-36	119	3	d.c	d.c	PROPN
absel-36	119	4	.	.	PROPN
absel-36	119	5	:	:	PUNCT
absel-36	120	1	american	american	PROPN
absel-36	120	2	council	council	PROPN
absel-36	120	3	on	on	ADP
absel-36	120	4	education	education	NOUN
absel-36	120	5	,	,	PUNCT
absel-36	120	6	266	266	NUM
absel-36	120	7	-	-	SYM
absel-36	120	8	328	328	NUM
absel-36	120	9	.	.	PUNCT
absel-36	121	1	friedenberg	friedenberg	PROPN
absel-36	121	2	,	,	PUNCT
absel-36	121	3	lisa	lisa	PROPN
absel-36	121	4	(	(	PUNCT
absel-36	121	5	1995	1995	NUM
absel-36	121	6	)	)	PUNCT
absel-36	121	7	.	.	PUNCT
absel-36	122	1	psychological	psychological	ADJ
absel-36	122	2	testing	testing	NOUN
absel-36	122	3	.	.	PUNCT
absel-36	123	1	boston	boston	PROPN
absel-36	123	2	:	:	PUNCT
absel-36	123	3	allyn	allyn	PROPN
absel-36	123	4	&	&	CCONJ
absel-36	123	5	bacon	bacon	PROPN
absel-36	123	6	.	.	PUNCT
absel-36	124	1	isbn	isbn	ADJ
absel-36	124	2	:	:	PUNCT
absel-36	124	3	0	0	NUM
absel-36	124	4	-	-	SYM
absel-36	124	5	205	205	NUM
absel-36	124	6	-	-	PUNCT
absel-36	124	7	14214	14214	NUM
absel-36	124	8	-	-	SYM
absel-36	124	9	1	1	NUM
absel-36	124	10	gregory	gregory	NOUN
absel-36	124	11	,	,	PUNCT
absel-36	124	12	robert	robert	PROPN
absel-36	124	13	j.	j.	PROPN
absel-36	124	14	(	(	PUNCT
absel-36	124	15	2011	2011	NUM
absel-36	124	16	)	)	PUNCT
absel-36	124	17	.	.	PUNCT
absel-36	125	1	psychological	psychological	ADJ
absel-36	125	2	testing	testing	NOUN
absel-36	125	3	:	:	PUNCT
absel-36	125	4	history	history	NOUN
absel-36	125	5	,	,	PUNCT
absel-36	125	6	principles	principle	NOUN
absel-36	125	7	,	,	PUNCT
absel-36	125	8	and	and	CCONJ
absel-36	125	9	applications	application	NOUN
absel-36	125	10	(	(	PUNCT
absel-36	125	11	6th	6th	ADJ
absel-36	125	12	ed	ed	NOUN
absel-36	125	13	.	.	PUNCT
absel-36	125	14	)	)	PUNCT
absel-36	125	15	.	.	PUNCT
absel-36	126	1	boston	boston	PROPN
absel-36	126	2	:	:	PUNCT
absel-36	126	3	allyn	allyn	PROPN
absel-36	126	4	&	&	CCONJ
absel-36	126	5	bacon	bacon	PROPN
absel-36	126	6	..	..	PUNCT
absel-36	127	1	isbn-10	isbn-10	NOUN
absel-36	127	2	:	:	PUNCT
absel-36	127	3	0	0	NUM
absel-36	127	4	-	-	SYM
absel-36	127	5	205	205	NUM
absel-36	127	6	-	-	PUNCT
absel-36	127	7	78214	78214	NUM
absel-36	127	8	-	-	SYM
absel-36	127	9	0	0	NUM
absel-36	127	10	,	,	PUNCT
absel-36	127	11	isbn-13	isbn-13	PROPN
absel-36	127	12	:	:	PUNCT
absel-36	127	13	978	978	NUM
absel-36	127	14	-	-	SYM
absel-36	127	15	0205	0205	NUM
absel-36	127	16	-	-	PUNCT
absel-36	127	17	78214	78214	NUM
absel-36	127	18	-	-	SYM
absel-36	127	19	7	7	NUM
absel-36	127	20	guilford	guilford	NOUN
absel-36	127	21	,	,	PUNCT
absel-36	127	22	j.	j.	PROPN
absel-36	127	23	p.	p.	PROPN
absel-36	127	24	(	(	PUNCT
absel-36	127	25	1954	1954	NUM
absel-36	127	26	)	)	PUNCT
absel-36	127	27	.	.	PUNCT
absel-36	128	1	psychometric	psychometric	ADJ
absel-36	128	2	methods	method	NOUN
absel-36	128	3	(	(	PUNCT
absel-36	128	4	2nd	2nd	ADJ
absel-36	128	5	ed	ed	NOUN
absel-36	128	6	.	.	PUNCT
absel-36	128	7	)	)	PUNCT
absel-36	128	8	.	.	PUNCT
absel-36	129	1	new	new	PROPN
absel-36	129	2	york	york	PROPN
absel-36	129	3	:	:	PUNCT
absel-36	129	4	mcgraw	mcgraw	PROPN
absel-36	129	5	-	-	PUNCT
absel-36	129	6	hill	hill	NOUN
absel-36	129	7	book	book	NOUN
absel-36	129	8	company	company	NOUN
absel-36	129	9	.	.	PUNCT
absel-36	130	1	hawkins	hawkins	PROPN
absel-36	130	2	,	,	PUNCT
absel-36	130	3	del	del	PROPN
absel-36	130	4	i.	i.	PROPN
absel-36	130	5	,	,	PUNCT
absel-36	130	6	mothersbaugh	mothersbaugh	NOUN
absel-36	130	7	,	,	PUNCT
absel-36	130	8	david	david	PROPN
absel-36	130	9	l.	l.	PROPN
absel-36	130	10	,	,	PUNCT
absel-36	130	11	&	&	CCONJ
absel-36	130	12	best	good	ADJ
absel-36	130	13	,	,	PUNCT
absel-36	130	14	roger	roger	PROPN
absel-36	130	15	j.	j.	PROPN
absel-36	130	16	(	(	PUNCT
absel-36	130	17	2007	2007	NUM
absel-36	130	18	)	)	PUNCT
absel-36	130	19	.	.	PUNCT
absel-36	131	1	consumer	consumer	NOUN
absel-36	131	2	behavior	behavior	NOUN
absel-36	131	3	(	(	PUNCT
absel-36	131	4	10th	10th	ADJ
absel-36	131	5	ed	ed	NOUN
absel-36	131	6	.	.	PUNCT
absel-36	131	7	)	)	PUNCT
absel-36	131	8	.	.	PUNCT
absel-36	132	1	boston	boston	PROPN
absel-36	132	2	:	:	PUNCT
absel-36	132	3	mcgraw	mcgraw	PROPN
absel-36	132	4	-	-	PUNCT
absel-36	132	5	hill	hill	PROPN
absel-36	132	6	irwin	irwin	PROPN
absel-36	132	7	.	.	PUNCT
absel-36	133	1	levy	levy	PROPN
absel-36	133	2	,	,	PUNCT
absel-36	133	3	michael	michael	PROPN
absel-36	133	4	&	&	CCONJ
absel-36	133	5	weitz	weitz	PROPN
absel-36	133	6	,	,	PUNCT
absel-36	133	7	barton	barton	PROPN
absel-36	133	8	a.	a.	PROPN
absel-36	133	9	(	(	PUNCT
absel-36	133	10	2012	2012	NUM
absel-36	133	11	)	)	PUNCT
absel-36	133	12	.	.	PUNCT
absel-36	134	1	retailing	retailing	NOUN
absel-36	134	2	management	management	NOUN
absel-36	134	3	(	(	PUNCT
absel-36	134	4	8th	8th	ADJ
absel-36	134	5	ed	ed	NOUN
absel-36	134	6	.	.	PUNCT
absel-36	134	7	)	)	PUNCT
absel-36	134	8	.	.	PUNCT
absel-36	135	1	new	new	PROPN
absel-36	135	2	york	york	PROPN
absel-36	135	3	:	:	PUNCT
absel-36	135	4	mcgraw	mcgraw	PROPN
absel-36	135	5	-	-	PUNCT
absel-36	135	6	hill	hill	PROPN
absel-36	135	7	irwin	irwin	PROPN
absel-36	135	8	.	.	PUNCT
absel-36	136	1	isbn-13	isbn-13	PROPN
absel-36	136	2	:	:	PUNCT
absel-36	136	3	978	978	NUM
absel-36	136	4	-	-	SYM
absel-36	136	5	0	0	NUM
absel-36	136	6	-	-	PUNCT
absel-36	136	7	07	07	NUM
absel-36	136	8	-	-	PUNCT
absel-36	136	9	353002	353002	NUM
absel-36	136	10	,	,	PUNCT
absel-36	136	11	isbn-10	isbn-10	PROPN
absel-36	136	12	:	:	PUNCT
absel-36	136	13	0	0	NUM
absel-36	136	14	-	-	SYM
absel-36	136	15	07	07	NUM
absel-36	136	16	-	-	PUNCT
absel-36	136	17	353002	353002	NUM
absel-36	136	18	-	-	SYM
absel-36	136	19	6	6	NUM
absel-36	136	20	levy	levy	NOUN
absel-36	136	21	,	,	PUNCT
absel-36	136	22	michael	michael	PROPN
absel-36	136	23	&	&	CCONJ
absel-36	136	24	weitz	weitz	PROPN
absel-36	136	25	,	,	PUNCT
absel-36	136	26	barton	barton	PROPN
absel-36	136	27	a.	a.	PROPN
absel-36	136	28	(	(	PUNCT
absel-36	136	29	2009	2009	NUM
absel-36	136	30	)	)	PUNCT
absel-36	136	31	.	.	PUNCT
absel-36	137	1	retailing	retailing	NOUN
absel-36	137	2	management	management	NOUN
absel-36	137	3	(	(	PUNCT
absel-36	137	4	7th	7th	ADJ
absel-36	137	5	ed	ed	NOUN
absel-36	137	6	.	.	PUNCT
absel-36	137	7	)	)	PUNCT
absel-36	137	8	.	.	PUNCT
absel-36	138	1	new	new	PROPN
absel-36	138	2	york	york	PROPN
absel-36	138	3	:	:	PUNCT
absel-36	138	4	mcgraw	mcgraw	PROPN
absel-36	138	5	-	-	PUNCT
absel-36	138	6	hill	hill	PROPN
absel-36	138	7	irwin	irwin	PROPN
absel-36	138	8	.	.	PUNCT
absel-36	139	1	isbn-13	isbn-13	PROPN
absel-36	139	2	:	:	PUNCT
absel-36	139	3	978	978	NUM
absel-36	139	4	-	-	SYM
absel-36	139	5	0	0	NUM
absel-36	139	6	-	-	PUNCT
absel-36	139	7	07	07	NUM
absel-36	139	8	-	-	PUNCT
absel-36	139	9	338104	338104	NUM
absel-36	139	10	-	-	SYM
absel-36	139	11	6	6	NUM
absel-36	139	12	,	,	PUNCT
absel-36	139	13	isbn-10	isbn-10	PROPN
absel-36	139	14	:	:	PUNCT
absel-36	139	15	0	0	NUM
absel-36	139	16	-	-	SYM
absel-36	139	17	07	07	NUM
absel-36	139	18	-	-	PUNCT
absel-36	139	19	3381047	3381047	NUM
absel-36	139	20	lord	lord	PROPN
absel-36	139	21	,	,	PUNCT
absel-36	139	22	frederic	frederic	PROPN
absel-36	139	23	m.	m.	PROPN
absel-36	139	24	(	(	PUNCT
absel-36	139	25	1974	1974	NUM
absel-36	139	26	)	)	PUNCT
absel-36	139	27	.	.	PUNCT
absel-36	140	1	estimation	estimation	NOUN
absel-36	140	2	of	of	ADP
absel-36	140	3	latent	latent	NOUN
absel-36	140	4	ability	ability	NOUN
absel-36	140	5	and	and	CCONJ
absel-36	140	6	item	item	NOUN
absel-36	140	7	parameters	parameter	NOUN
absel-36	140	8	when	when	SCONJ
absel-36	140	9	there	there	PRON
absel-36	140	10	are	be	VERB
absel-36	140	11	omitted	omit	VERB
absel-36	140	12	responses	response	NOUN
absel-36	140	13	.	.	PUNCT
absel-36	141	1	psychometrika	psychometrika	NOUN
absel-36	141	2	,	,	PUNCT
absel-36	141	3	vol	vol	NOUN
absel-36	141	4	.	.	PROPN
absel-36	141	5	39	39	NUM
absel-36	141	6	(	(	PUNCT
absel-36	141	7	june	june	PROPN
absel-36	141	8	)	)	PUNCT
absel-36	141	9	,	,	PUNCT
absel-36	141	10	247	247	NUM
absel-36	141	11	-	-	SYM
absel-36	141	12	264	264	NUM
absel-36	141	13	.	.	PUNCT
absel-36	142	1	millman	millman	NOUN
absel-36	142	2	,	,	PUNCT
absel-36	142	3	jason	jason	PROPN
absel-36	142	4	&	&	CCONJ
absel-36	142	5	greene	greene	PROPN
absel-36	142	6	,	,	PUNCT
absel-36	142	7	jennifer	jennifer	PROPN
absel-36	142	8	(	(	PUNCT
absel-36	142	9	1989	1989	NUM
absel-36	142	10	)	)	PUNCT
absel-36	142	11	.	.	PUNCT
absel-36	143	1	the	the	DET
absel-36	143	2	specification	specification	NOUN
absel-36	143	3	and	and	CCONJ
absel-36	143	4	development	development	NOUN
absel-36	143	5	of	of	ADP
absel-36	143	6	tests	test	NOUN
absel-36	143	7	of	of	ADP
absel-36	143	8	achievement	achievement	NOUN
absel-36	143	9	and	and	CCONJ
absel-36	143	10	ability	ability	NOUN
absel-36	143	11	.	.	PUNCT
absel-36	144	1	in	in	ADP
absel-36	144	2	robert	robert	PROPN
absel-36	144	3	l.	l.	PROPN
absel-36	144	4	linn	linn	PROPN
absel-36	144	5	(	(	PUNCT
absel-36	144	6	ed	ed	NOUN
absel-36	144	7	.	.	PUNCT
absel-36	144	8	)	)	PUNCT
absel-36	144	9	,	,	PUNCT
absel-36	144	10	educational	educational	ADJ
absel-36	144	11	measurement	measurement	NOUN
absel-36	144	12	(	(	PUNCT
absel-36	144	13	3rd	3rd	NOUN
absel-36	144	14	ed	ed	NOUN
absel-36	144	15	.	.	PUNCT
absel-36	144	16	)	)	PUNCT
absel-36	144	17	.	.	PUNCT
absel-36	145	1	new	new	PROPN
absel-36	145	2	york	york	PROPN
absel-36	145	3	:	:	PUNCT
absel-36	145	4	american	american	PROPN
absel-36	145	5	council	council	PROPN
absel-36	145	6	on	on	ADP
absel-36	145	7	education	education	PROPN
absel-36	145	8	and	and	CCONJ
absel-36	145	9	macmillan	macmillan	PROPN
absel-36	145	10	publishing	publishing	PROPN
absel-36	145	11	company	company	NOUN
absel-36	145	12	,	,	PUNCT
absel-36	145	13	335	335	NUM
absel-36	145	14	-	-	SYM
absel-36	145	15	366	366	NUM
absel-36	145	16	.	.	PUNCT
absel-36	146	1	isbn	isbn	ADJ
absel-36	146	2	:	:	PUNCT
absel-36	146	3	0	0	NUM
absel-36	146	4	-	-	PUNCT
absel-36	146	5	02	02	NUM
absel-36	146	6	-	-	PUNCT
absel-36	146	7	922400	922400	NUM
absel-36	146	8	-	-	SYM
absel-36	146	9	4	4	NUM
absel-36	146	10	nunnally	nunnally	ADV
absel-36	146	11	,	,	PUNCT
absel-36	146	12	jum	jum	PROPN
absel-36	146	13	c.	c.	PROPN
absel-36	146	14	&	&	CCONJ
absel-36	146	15	bernstein	bernstein	PROPN
absel-36	146	16	,	,	PUNCT
absel-36	146	17	ira	ira	PROPN
absel-36	146	18	h.	h.	PROPN
absel-36	146	19	(	(	PUNCT
absel-36	146	20	1994	1994	NUM
absel-36	146	21	)	)	PUNCT
absel-36	146	22	.	.	PUNCT
absel-36	147	1	psychometric	psychometric	ADJ
absel-36	147	2	theory	theory	NOUN
absel-36	147	3	(	(	PUNCT
absel-36	147	4	3rd	3rd	ADJ
absel-36	147	5	ed	ed	NOUN
absel-36	147	6	.	.	PUNCT
absel-36	147	7	)	)	PUNCT
absel-36	147	8	.	.	PUNCT
absel-36	148	1	new	new	PROPN
absel-36	148	2	york	york	PROPN
absel-36	148	3	:	:	PUNCT
absel-36	149	1	mcgrawhill	mcgrawhill	PROPN
absel-36	149	2	.	.	PUNCT
absel-36	150	1	isbn	isbn	ADJ
absel-36	150	2	:	:	PUNCT
absel-36	150	3	0	0	NUM
absel-36	150	4	-	-	SYM
absel-36	150	5	07	07	NUM
absel-36	150	6	-	-	PUNCT
absel-36	150	7	047849	047849	NUM
absel-36	150	8	-	-	PUNCT
absel-36	150	9	x	x	SYM
absel-36	150	10	table	table	NOUN
absel-36	150	11	4	4	NUM
absel-36	150	12	incidences	incidence	NOUN
absel-36	150	13	of	of	ADP
absel-36	150	14	distractor	distractor	NOUN
absel-36	150	15	responses	response	NOUN
absel-36	150	16	(	(	PUNCT
absel-36	150	17	percent	percent	NOUN
absel-36	150	18	)	)	PUNCT
absel-36	150	19	lw	lw	PROPN
absel-36	150	20	(	(	PUNCT
absel-36	150	21	2012	2012	NUM
absel-36	150	22	)	)	PUNCT
absel-36	150	23	szp	szp	NOUN
absel-36	150	24	(	(	PUNCT
absel-36	150	25	2011	2011	NUM
absel-36	150	26	)	)	PUNCT
absel-36	150	27	lw	lw	PROPN
absel-36	150	28	(	(	PUNCT
absel-36	150	29	2009	2009	NUM
absel-36	150	30	)	)	PUNCT
absel-36	150	31	number	number	NOUN
absel-36	150	32	of	of	ADP
absel-36	150	33	distractors	distractor	NOUN
absel-36	150	34	0	0	NUM
absel-36	150	35	%	%	NOUN
absel-36	150	36	<	<	X
absel-36	150	37	=	=	SYM
absel-36	150	38	5	5	NUM
absel-36	150	39	%	%	NOUN
absel-36	150	40	<	<	X
absel-36	150	41	=	=	SYM
absel-36	150	42	10	10	NUM
absel-36	150	43	%	%	NOUN
absel-36	150	44	0	0	NUM
absel-36	150	45	%	%	NOUN
absel-36	150	46	<	<	X
absel-36	150	47	=	=	SYM
absel-36	150	48	5	5	NUM
absel-36	150	49	%	%	NOUN
absel-36	150	50	<	<	X
absel-36	150	51	=	=	SYM
absel-36	150	52	10	10	NUM
absel-36	150	53	%	%	NOUN
absel-36	150	54	0	0	NUM
absel-36	150	55	%	%	NOUN
absel-36	150	56	<	<	X
absel-36	150	57	=	=	SYM
absel-36	150	58	5	5	NUM
absel-36	150	59	%	%	NOUN
absel-36	150	60	<	<	X
absel-36	150	61	=	=	SYM
absel-36	150	62	10	10	NUM
absel-36	150	63	%	%	NOUN
absel-36	150	64	0	0	NUM
absel-36	150	65	1	1	NUM
absel-36	150	66	2	2	NUM
absel-36	150	67	3	3	NUM
absel-36	150	68	4	4	NUM
absel-36	150	69	29.11a	29.11a	NUM
absel-36	150	70	34.93b	34.93b	PROPN
absel-36	150	71	21.92	21.92	NUM
absel-36	150	72	11.30	11.30	NUM
absel-36	150	73	2.74	2.74	NUM
absel-36	150	74	12.67	12.67	NUM
absel-36	150	75	26.37	26.37	NUM
absel-36	150	76	28.42	28.42	NUM
absel-36	150	77	21.23	21.23	NUM
absel-36	150	78	11.30	11.30	NUM
absel-36	150	79	1.71	1.71	NUM
absel-36	150	80	9.59	9.59	NUM
absel-36	150	81	23.29	23.29	NUM
absel-36	150	82	35.62	35.62	NUM
absel-36	150	83	29.79	29.79	NUM
absel-36	150	84	46.65	46.65	NUM
absel-36	150	85	33.38	33.38	NUM
absel-36	150	86	15.80	15.80	NUM
absel-36	150	87	3.43	3.43	NUM
absel-36	150	88	0.75	0.75	NUM
absel-36	150	89	13.71	13.71	NUM
absel-36	150	90	26.23	26.23	NUM
absel-36	150	91	34.13	34.13	NUM
absel-36	150	92	18.63	18.63	NUM
absel-36	150	93	7.30	7.30	NUM
absel-36	150	94	2.98	2.98	NUM
absel-36	150	95	14.46	14.46	NUM
absel-36	150	96	31.30	31.30	NUM
absel-36	150	97	34.72	34.72	NUM
absel-36	150	98	16.54	16.54	NUM
absel-36	150	99	29.76	29.76	NUM
absel-36	150	100	32.20	32.20	NUM
absel-36	150	101	23.51	23.51	NUM
absel-36	150	102	11.68	11.68	NUM
absel-36	150	103	2.85	2.85	NUM
absel-36	150	104	8.56	8.56	NUM
absel-36	150	105	22.83	22.83	NUM
absel-36	150	106	28.26	28.26	NUM
absel-36	150	107	27.85	27.85	NUM
absel-36	150	108	12.50	12.50	NUM
absel-36	150	109	0.95	0.95	NUM
absel-36	150	110	10.33	10.33	NUM
absel-36	150	111	23.10	23.10	NUM
absel-36	150	112	37.09	37.09	NUM
absel-36	150	113	28.53	28.53	NUM
absel-36	150	114	292	292	NUM
absel-36	150	115	questions	question	NOUN
absel-36	150	116	671	671	NUM
absel-36	150	117	questions	question	NOUN
absel-36	150	118	736	736	NUM
absel-36	150	119	questions	question	NOUN
absel-36	150	120	a	a	DET
absel-36	150	121	b	b	NOUN
absel-36	150	122	29.11	29.11	NUM
absel-36	150	123	percent	percent	NOUN
absel-36	150	124	of	of	ADP
absel-36	150	125	292	292	NUM
absel-36	150	126	questions	question	NOUN
absel-36	150	127	had	have	VERB
absel-36	150	128	0	0	NUM
absel-36	150	129	distractors	distractor	NOUN
absel-36	150	130	attracting	attract	VERB
absel-36	150	131	0	0	NUM
absel-36	150	132	%	%	NOUN
absel-36	150	133	of	of	ADP
absel-36	150	134	responses	response	NOUN
absel-36	150	135	34.93	34.93	NUM
absel-36	150	136	percent	percent	NOUN
absel-36	150	137	of	of	ADP
absel-36	150	138	292	292	NUM
absel-36	150	139	questions	question	NOUN
absel-36	150	140	had	have	AUX
absel-36	150	141	1	1	NUM
absel-36	150	142	distractor	distractor	NOUN
absel-36	150	143	attracting	attract	VERB
absel-36	150	144	0	0	NUM
absel-36	150	145	%	%	NOUN
absel-36	150	146	of	of	ADP
absel-36	150	147	responses	response	NOUN
absel-36	150	148	page	page	NOUN
absel-36	150	149	175	175	NUM
absel-36	150	150	developments	development	NOUN
absel-36	150	151	in	in	ADP
absel-36	150	152	business	business	NOUN
absel-36	150	153	simulation	simulation	NOUN
absel-36	150	154	and	and	CCONJ
absel-36	150	155	experiential	experiential	ADJ
absel-36	150	156	learning	learning	NOUN
absel-36	150	157	,	,	PUNCT
absel-36	150	158	volume	volume	NOUN
absel-36	150	159	40	40	NUM
absel-36	150	160	,	,	PUNCT
absel-36	150	161	2013	2013	NUM
absel-36	150	162	reynolds	reynold	NOUN
absel-36	150	163	,	,	PUNCT
absel-36	150	164	cecil	cecil	PROPN
absel-36	150	165	r.	r.	PROPN
absel-36	150	166	&	&	CCONJ
absel-36	150	167	livingston	livingston	PROPN
absel-36	150	168	,	,	PUNCT
absel-36	150	169	ronald	ronald	PROPN
absel-36	150	170	b.	b.	PROPN
absel-36	150	171	(	(	PUNCT
absel-36	150	172	2012	2012	NUM
absel-36	150	173	)	)	PUNCT
absel-36	150	174	.	.	PUNCT
absel-36	151	1	mastering	master	VERB
absel-36	151	2	modern	modern	ADJ
absel-36	151	3	psychological	psychological	ADJ
absel-36	151	4	testing	testing	NOUN
absel-36	151	5	:	:	PUNCT
absel-36	151	6	theory	theory	NOUN
absel-36	151	7	and	and	CCONJ
absel-36	151	8	methods	method	NOUN
absel-36	151	9	.	.	PUNCT
absel-36	152	1	boston	boston	PROPN
absel-36	152	2	:	:	PUNCT
absel-36	152	3	pearson	pearson	PROPN
absel-36	152	4	.	.	PUNCT
absel-36	153	1	isbn-10	isbn-10	NOUN
absel-36	153	2	:	:	PUNCT
absel-36	153	3	020548350x	020548350x	NUM
absel-36	153	4	,	,	PUNCT
absel-36	153	5	isbn-13	isbn-13	PROPN
absel-36	153	6	:	:	SYM
absel-36	153	7	9780205483501	9780205483501	NUM
absel-36	153	8	solomon	solomon	PROPN
absel-36	153	9	,	,	PUNCT
absel-36	153	10	michael	michael	PROPN
absel-36	153	11	r.	r.	PROPN
absel-36	153	12	,	,	PUNCT
absel-36	153	13	zaichkowsky	zaichkowsky	PROPN
absel-36	153	14	,	,	PUNCT
absel-36	153	15	judith	judith	PROPN
absel-36	153	16	l.	l.	PROPN
absel-36	153	17	,	,	PUNCT
absel-36	153	18	&	&	CCONJ
absel-36	153	19	polegato	polegato	PROPN
absel-36	153	20	,	,	PUNCT
absel-36	153	21	rosemary	rosemary	ADJ
absel-36	153	22	(	(	PUNCT
absel-36	153	23	2011	2011	NUM
absel-36	153	24	)	)	PUNCT
absel-36	153	25	.	.	PUNCT
absel-36	154	1	consumer	consumer	NOUN
absel-36	154	2	behaviour	behaviour	NOUN
absel-36	154	3	(	(	PUNCT
absel-36	154	4	5th	5th	ADJ
absel-36	154	5	canadian	canadian	ADJ
absel-36	154	6	ed	ed	NOUN
absel-36	154	7	.	.	PUNCT
absel-36	154	8	)	)	PUNCT
absel-36	154	9	.	.	PUNCT
absel-36	155	1	toronto	toronto	PROPN
absel-36	155	2	:	:	PUNCT
absel-36	155	3	pearson	pearson	PROPN
absel-36	155	4	prentice	prentice	PROPN
absel-36	155	5	hall	hall	PROPN
absel-36	155	6	.	.	PUNCT
absel-36	156	1	isbn	isbn	ADJ
absel-36	156	2	:	:	PUNCT
absel-36	156	3	978	978	NUM
absel-36	156	4	-	-	SYM
absel-36	156	5	0137	0137	NUM
absel-36	156	6	-	-	PUNCT
absel-36	156	7	01828	01828	NUM
absel-36	156	8	-	-	PUNCT
absel-36	156	9	4	4	NUM
absel-36	156	10	solomon	solomon	PROPN
absel-36	156	11	,	,	PUNCT
absel-36	156	12	michael	michael	PROPN
absel-36	156	13	r.	r.	PROPN
absel-36	156	14	,	,	PUNCT
absel-36	156	15	zaichkowsky	zaichkowsky	PROPN
absel-36	156	16	,	,	PUNCT
absel-36	156	17	judith	judith	PROPN
absel-36	156	18	l.	l.	PROPN
absel-36	156	19	,	,	PUNCT
absel-36	156	20	&	&	CCONJ
absel-36	156	21	polegato	polegato	PROPN
absel-36	156	22	,	,	PUNCT
absel-36	156	23	rosemary	rosemary	ADJ
absel-36	156	24	(	(	PUNCT
absel-36	156	25	2008	2008	NUM
absel-36	156	26	)	)	PUNCT
absel-36	156	27	.	.	PUNCT
absel-36	157	1	consumer	consumer	NOUN
absel-36	157	2	behaviour	behaviour	NOUN
absel-36	157	3	(	(	PUNCT
absel-36	157	4	4th	4th	ADJ
absel-36	157	5	canadian	canadian	ADJ
absel-36	157	6	ed	ed	NOUN
absel-36	157	7	.	.	PUNCT
absel-36	157	8	)	)	PUNCT
absel-36	157	9	.	.	PUNCT
absel-36	158	1	toronto	toronto	PROPN
absel-36	158	2	:	:	PUNCT
absel-36	158	3	pearson	pearson	PROPN
absel-36	158	4	prentice	prentice	PROPN
absel-36	158	5	hall	hall	PROPN
absel-36	158	6	.	.	PUNCT
absel-36	159	1	isbn-13	isbn-13	PROPN
absel-36	159	2	:	:	PUNCT
absel-36	159	3	978	978	NUM
absel-36	159	4	-	-	SYM
absel-36	159	5	0	0	NUM
absel-36	159	6	-13	-13	NUM
absel-36	159	7	-	-	PUNCT
absel-36	159	8	174040	174040	NUM
absel-36	159	9	-	-	SYM
absel-36	159	10	2	2	NUM
absel-36	159	11	,	,	PUNCT
absel-36	159	12	isbn-10	isbn-10	PROPN
absel-36	159	13	:	:	PUNCT
absel-36	159	14	0	0	NUM
absel-36	159	15	-	-	SYM
absel-36	159	16	13	13	NUM
absel-36	159	17	-	-	PUNCT
absel-36	159	18	174040	174040	NUM
absel-36	159	19	-	-	SYM
absel-36	159	20	7	7	NUM
absel-36	159	21	tinkelman	tinkelman	NOUN
absel-36	159	22	,	,	PUNCT
absel-36	159	23	sherman	sherman	PROPN
absel-36	159	24	n.	n.	PROPN
absel-36	159	25	(	(	PUNCT
absel-36	159	26	1971	1971	NUM
absel-36	159	27	)	)	PUNCT
absel-36	159	28	.	.	PUNCT
absel-36	160	1	planning	plan	VERB
absel-36	160	2	the	the	DET
absel-36	160	3	objective	objective	ADJ
absel-36	160	4	test	test	NOUN
absel-36	160	5	.	.	PUNCT
absel-36	161	1	in	in	ADP
absel-36	161	2	robert	robert	PROPN
absel-36	161	3	l	l	PROPN
absel-36	161	4	thorndike	thorndike	PROPN
absel-36	161	5	(	(	PUNCT
absel-36	161	6	ed	ed	NOUN
absel-36	161	7	.	.	PUNCT
absel-36	161	8	)	)	PUNCT
absel-36	161	9	,	,	PUNCT
absel-36	161	10	educational	educational	ADJ
absel-36	161	11	measurement	measurement	NOUN
absel-36	161	12	(	(	PUNCT
absel-36	161	13	2nd	2nd	ADJ
absel-36	161	14	ed	ed	NOUN
absel-36	161	15	.	.	PUNCT
absel-36	161	16	)	)	PUNCT
absel-36	161	17	.	.	PUNCT
absel-36	162	1	washington	washington	PROPN
absel-36	162	2	,	,	PUNCT
absel-36	162	3	d.c	d.c	PROPN
absel-36	162	4	.	.	PROPN
absel-36	162	5	:	:	PUNCT
absel-36	163	1	american	american	PROPN
absel-36	163	2	council	council	PROPN
absel-36	163	3	on	on	ADP
absel-36	163	4	education	education	NOUN
absel-36	163	5	,	,	PUNCT
absel-36	163	6	46	46	NUM
absel-36	163	7	-	-	SYM
absel-36	163	8	80	80	NUM
absel-36	163	9	.	.	PUNCT
absel-36	164	1	isbn	isbn	ADJ
absel-36	164	2	:	:	PUNCT
absel-36	164	3	0	0	NUM
absel-36	164	4	-	-	SYM
absel-36	164	5	8268	8268	NUM
absel-36	164	6	-	-	PUNCT
absel-36	164	7	1271	1271	NUM
absel-36	164	8	-	-	SYM
absel-36	164	9	6	6	NUM
absel-36	164	10	weitzman	weitzman	NOUN
absel-36	164	11	,	,	PUNCT
absel-36	164	12	ellis	ellis	PROPN
absel-36	164	13	&	&	CCONJ
absel-36	164	14	mcnamara	mcnamara	PROPN
absel-36	164	15	,	,	PUNCT
absel-36	164	16	walter	walter	PROPN
absel-36	164	17	j.	j.	PROPN
absel-36	164	18	(	(	PUNCT
absel-36	164	19	1945/1946	1945/1946	NUM
absel-36	164	20	)	)	PUNCT
absel-36	164	21	.	.	PUNCT
absel-36	165	1	apt	apt	ADJ
absel-36	165	2	use	use	NOUN
absel-36	165	3	of	of	ADP
absel-36	165	4	inept	inept	ADJ
absel-36	165	5	choice	choice	NOUN
absel-36	165	6	in	in	ADP
absel-36	165	7	multiple	multiple	ADJ
absel-36	165	8	choice	choice	NOUN
absel-36	165	9	testings	testing	NOUN
absel-36	165	10	.	.	PUNCT
absel-36	166	1	journal	journal	NOUN
absel-36	166	2	of	of	ADP
absel-36	166	3	educational	educational	ADJ
absel-36	166	4	research	research	NOUN
absel-36	166	5	,	,	PUNCT
absel-36	166	6	vol	vol	NOUN
absel-36	166	7	.	.	PROPN
absel-36	166	8	39	39	NUM
absel-36	166	9	,	,	PUNCT
absel-36	166	10	517	517	NUM
absel-36	166	11	-	-	SYM
absel-36	166	12	522	522	NUM
absel-36	166	13	.	.	PUNCT
absel-36	167	1	wesman	wesman	NOUN
absel-36	167	2	,	,	PUNCT
absel-36	167	3	a.	a.	NOUN
absel-36	167	4	g.	g.	PROPN
absel-36	167	5	(	(	PUNCT
absel-36	167	6	1971	1971	NUM
absel-36	167	7	)	)	PUNCT
absel-36	167	8	.	.	PUNCT
absel-36	168	1	writing	write	VERB
absel-36	168	2	the	the	DET
absel-36	168	3	test	test	NOUN
absel-36	168	4	item	item	NOUN
absel-36	168	5	.	.	PUNCT
absel-36	169	1	in	in	ADP
absel-36	169	2	robert	robert	PROPN
absel-36	169	3	l.	l.	PROPN
absel-36	169	4	thorndike	thorndike	PROPN
absel-36	169	5	(	(	PUNCT
absel-36	169	6	ed	ed	NOUN
absel-36	169	7	.	.	PUNCT
absel-36	169	8	)	)	PUNCT
absel-36	169	9	,	,	PUNCT
absel-36	169	10	educational	educational	ADJ
absel-36	169	11	measurement	measurement	NOUN
absel-36	169	12	(	(	PUNCT
absel-36	169	13	2nd	2nd	ADJ
absel-36	169	14	ed	ed	NOUN
absel-36	169	15	.	.	PUNCT
absel-36	169	16	)	)	PUNCT
absel-36	169	17	.	.	PUNCT
absel-36	170	1	washington	washington	PROPN
absel-36	170	2	,	,	PUNCT
absel-36	170	3	d.c	d.c	PROPN
absel-36	170	4	.	.	PROPN
absel-36	170	5	:	:	PUNCT
absel-36	171	1	american	american	PROPN
absel-36	171	2	council	council	PROPN
absel-36	171	3	on	on	ADP
absel-36	171	4	education	education	NOUN
absel-36	171	5	,	,	PUNCT
absel-36	171	6	81	81	NUM
absel-36	171	7	-129	-129	PROPN
absel-36	171	8	.	.	PUNCT
absel-36	172	1	isbn	isbn	ADJ
absel-36	172	2	:	:	PUNCT
absel-36	172	3	0	0	NUM
absel-36	172	4	-	-	SYM
absel-36	172	5	8268	8268	NUM
absel-36	172	6	-	-	PUNCT
absel-36	172	7	1271	1271	NUM
absel-36	172	8	-	-	SYM
absel-36	172	9	6	6	NUM
absel-36	172	10	table	table	NOUN
absel-36	172	11	of	of	ADP
absel-36	172	12	contents	content	NOUN
absel-36	172	13	volume	volume	NOUN
absel-36	172	14	40	40	NUM
absel-36	172	15	,	,	PUNCT
absel-36	172	16	2013	2013	NUM
absel-36	172	17	leo	leo	PROPN
absel-36	172	18	investor	investor	PROPN
absel-36	172	19	serious	serious	ADJ
absel-36	172	20	play	play	NOUN
absel-36	172	21	:	:	PUNCT
absel-36	172	22	on	on	ADP
absel-36	172	23	-	-	PUNCT
absel-36	172	24	line	line	NOUN
absel-36	172	25	pepulator	pepulator	NOUN
absel-36	172	26	serious	serious	ADJ
absel-36	172	27	play	play	NOUN
absel-36	172	28	:	:	PUNCT
absel-36	172	29	on	on	ADP
absel-36	172	30	-	-	PUNCT
absel-36	172	31	line	line	NOUN
absel-36	172	32	game	game	NOUN
absel-36	172	33	"	"	PUNCT
absel-36	172	34	manage	manage	VERB
absel-36	172	35	-	-	PUNCT
absel-36	172	36	art	art	NOUN
absel-36	172	37	"	"	PUNCT
absel-36	172	38	the	the	DET
absel-36	172	39	game	game	NOUN
absel-36	172	40	within	within	ADP
absel-36	172	41	the	the	DET
absel-36	172	42	simulation	simulation	NOUN
absel-36	172	43	game	game	NOUN
absel-36	172	44	the	the	DET
absel-36	172	45	research	research	NOUN
absel-36	172	46	method	method	NOUN
absel-36	172	47	concept	concept	NOUN
absel-36	172	48	and	and	CCONJ
absel-36	172	49	project	project	NOUN
absel-36	172	50	with	with	ADP
absel-36	172	51	game	game	NOUN
absel-36	172	52	design	design	NOUN
absel-36	172	53	implementation	implementation	NOUN
absel-36	172	54	managing	manage	VERB
absel-36	172	55	human	human	ADJ
absel-36	172	56	resources	resource	NOUN
absel-36	172	57	simulation	simulation	NOUN
absel-36	172	58	rising	rise	VERB
absel-36	172	59	stars	star	NOUN
absel-36	172	60	:	:	PUNCT
absel-36	172	61	a	a	DET
absel-36	172	62	study	study	NOUN
absel-36	172	63	of	of	ADP
absel-36	172	64	creativity	creativity	NOUN
absel-36	172	65	as	as	ADP
absel-36	172	66	experiental	experiental	ADJ
absel-36	172	67	learning	learning	NOUN
absel-36	172	68	in	in	ADP
absel-36	172	69	county	county	NOUN
absel-36	172	70	government	government	NOUN
absel-36	172	71	why	why	SCONJ
absel-36	172	72	do	do	AUX
absel-36	172	73	gen	gen	PROPN
absel-36	172	74	y	y	PROPN
absel-36	172	75	students	student	NOUN
absel-36	172	76	study	study	VERB
absel-36	172	77	abroad	abroad	ADV
absel-36	172	78	?	?	PUNCT
absel-36	173	1	the	the	DET
absel-36	173	2	relationship	relationship	NOUN
absel-36	173	3	between	between	ADP
absel-36	173	4	individual	individual	ADJ
absel-36	173	5	growth	growth	NOUN
absel-36	173	6	and	and	CCONJ
absel-36	173	7	the	the	DET
absel-36	173	8	intent	intent	NOUN
absel-36	173	9	to	to	PART
absel-36	173	10	study	study	VERB
absel-36	173	11	abroad	abroad	ADV
absel-36	173	12	our	our	PRON
absel-36	173	13	favorite	favorite	ADJ
absel-36	173	14	assignment	assignment	NOUN
absel-36	173	15	:	:	PUNCT
absel-36	173	16	the	the	DET
absel-36	173	17	in	in	ADP
absel-36	173	18	-	-	PUNCT
absel-36	173	19	basket	basket	NOUN
absel-36	173	20	activity	activity	NOUN
absel-36	173	21	mirror	mirror	NOUN
absel-36	173	22	-	-	PUNCT
absel-36	173	23	mirror	mirror	NOUN
absel-36	173	24	:	:	PUNCT
absel-36	173	25	how	how	SCONJ
absel-36	173	26	can	can	AUX
absel-36	173	27	we	we	PRON
absel-36	173	28	better	well	ADV
absel-36	173	29	understand	understand	VERB
absel-36	173	30	our	our	PRON
absel-36	173	31	consumption	consumption	NOUN
absel-36	173	32	behavior	behavior	NOUN
absel-36	173	33	?	?	PUNCT
absel-36	174	1	reflective	reflective	ADJ
absel-36	174	2	thinking	thinking	NOUN
absel-36	174	3	,	,	PUNCT
absel-36	174	4	writing	writing	NOUN
absel-36	174	5	and	and	CCONJ
absel-36	174	6	imagery	imagery	NOUN
absel-36	174	7	as	as	ADP
absel-36	174	8	tools	tool	NOUN
absel-36	174	9	to	to	PART
absel-36	174	10	better	well	ADV
absel-36	174	11	understand	understand	VERB
absel-36	174	12	abstract	abstract	ADJ
absel-36	174	13	marketing	marketing	NOUN
absel-36	174	14	concepts	concept	NOUN
absel-36	174	15	increasing	increase	VERB
absel-36	174	16	intuitive	intuitive	ADJ
absel-36	174	17	decision	decision	NOUN
absel-36	174	18	making	make	VERB
absel-36	174	19	speed	speed	NOUN
absel-36	174	20	and	and	CCONJ
absel-36	174	21	accuracy	accuracy	NOUN
absel-36	174	22	by	by	ADP
absel-36	174	23	further	further	ADJ
absel-36	174	24	understanding	understand	VERB
absel-36	174	25	intuitive	intuitive	ADJ
absel-36	174	26	decision	decision	NOUN
absel-36	174	27	making	make	VERB
absel-36	174	28	using	use	VERB
absel-36	174	29	emotional	emotional	ADJ
absel-36	174	30	means	mean	NOUN
absel-36	174	31	group	group	NOUN
absel-36	174	32	exams	exam	NOUN
absel-36	174	33	:	:	PUNCT
absel-36	174	34	are	be	AUX
absel-36	174	35	they	they	PRON
absel-36	174	36	relevant	relevant	ADJ
absel-36	174	37	and	and	CCONJ
absel-36	174	38	reliable	reliable	ADJ
absel-36	174	39	as	as	ADP
absel-36	174	40	a	a	DET
absel-36	174	41	learning	learning	NOUN
absel-36	174	42	tool	tool	NOUN
absel-36	174	43	?	?	PUNCT
absel-36	175	1	integrative	integrative	ADJ
absel-36	175	2	learning	learning	NOUN
absel-36	175	3	:	:	PUNCT
absel-36	175	4	exploring	explore	VERB
absel-36	175	5	opportunities	opportunity	NOUN
absel-36	175	6	in	in	ADP
absel-36	175	7	business	business	NOUN
absel-36	175	8	simulations	simulation	NOUN
absel-36	175	9	simulated	simulate	VERB
absel-36	175	10	tabletop	tabletop	ADJ
absel-36	175	11	exercise	exercise	NOUN
absel-36	175	12	for	for	ADP
absel-36	175	13	risk	risk	NOUN
absel-36	175	14	management	management	NOUN
absel-36	175	15	anti	anti	X
absel-36	175	16	bio	bio	NOUN
absel-36	175	17	-	-	ADJ
absel-36	175	18	terrorism	terrorism	ADJ
absel-36	175	19	multi	multi	ADJ
absel-36	175	20	scenario	scenario	PROPN
absel-36	175	21	simulated	simulate	VERB
absel-36	175	22	tabletop	tabletop	ADJ
absel-36	175	23	exercise	exercise	NOUN
absel-36	175	24	simulated	simulate	VERB
absel-36	175	25	tabletop	tabletop	ADJ
absel-36	175	26	exercise	exercise	NOUN
absel-36	175	27	for	for	ADP
absel-36	175	28	electric	electric	ADJ
absel-36	175	29	power	power	NOUN
absel-36	175	30	saving	saving	NOUN
absel-36	175	31	management	management	NOUN
absel-36	175	32	in	in	ADP
absel-36	175	33	a	a	DET
absel-36	175	34	small	small	ADJ
absel-36	175	35	organization	organization	NOUN
absel-36	175	36	merging	merge	VERB
absel-36	175	37	the	the	DET
absel-36	175	38	case	case	NOUN
absel-36	175	39	method	method	NOUN
absel-36	175	40	and	and	CCONJ
absel-36	175	41	simulation	simulation	NOUN
absel-36	175	42	in	in	ADP
absel-36	175	43	management	management	NOUN
absel-36	175	44	education	education	NOUN
absel-36	175	45	:	:	PUNCT
absel-36	175	46	is	be	AUX
absel-36	175	47	it	it	PRON
absel-36	175	48	possible	possible	ADJ
absel-36	175	49	?	?	PUNCT
absel-36	176	1	experiential	experiential	ADJ
absel-36	176	2	learning	learning	NOUN
absel-36	176	3	in	in	ADP
absel-36	176	4	accelerated	accelerate	VERB
absel-36	176	5	human	human	ADJ
absel-36	176	6	resource	resource	NOUN
absel-36	176	7	management	management	NOUN
absel-36	176	8	courses	course	VERB
absel-36	176	9	digital	digital	ADJ
absel-36	176	10	game	game	NOUN
absel-36	176	11	building	building	NOUN
absel-36	176	12	as	as	ADP
absel-36	176	13	assessment	assessment	NOUN
absel-36	176	14	:	:	PUNCT
absel-36	176	15	a	a	DET
absel-36	176	16	study	study	NOUN
absel-36	176	17	of	of	ADP
absel-36	176	18	secondary	secondary	ADJ
absel-36	176	19	students	student	NOUN
absel-36	176	20	'	'	PART
absel-36	176	21	experience	experience	NOUN
absel-36	176	22	using	use	VERB
absel-36	176	23	an	an	DET
absel-36	176	24	investment	investment	NOUN
absel-36	176	25	fund	fund	NOUN
absel-36	176	26	simulation	simulation	NOUN
absel-36	176	27	integrated	integrate	VERB
absel-36	176	28	with	with	ADP
absel-36	176	29	a	a	DET
absel-36	176	30	business	business	NOUN
absel-36	176	31	game	game	NOUN
absel-36	176	32	creating	create	VERB
absel-36	176	33	simulation	simulation	NOUN
absel-36	176	34	conditions	condition	NOUN
absel-36	176	35	based	base	VERB
absel-36	176	36	on	on	ADP
absel-36	176	37	real	real	ADJ
absel-36	176	38	world	world	NOUN
absel-36	176	39	data	data	PROPN
absel-36	176	40	simulation	simulation	NOUN
absel-36	176	41	games	game	NOUN
absel-36	176	42	in	in	ADP
absel-36	176	43	training	train	VERB
absel-36	176	44	new	new	ADJ
absel-36	176	45	management	management	NOUN
absel-36	176	46	methods	method	NOUN
absel-36	176	47	a	a	DET
absel-36	176	48	summary	summary	NOUN
absel-36	176	49	overview	overview	NOUN
absel-36	176	50	of	of	ADP
absel-36	176	51	cultural	cultural	ADJ
absel-36	176	52	differences	difference	NOUN
absel-36	176	53	in	in	ADP
absel-36	176	54	higher	high	ADJ
absel-36	176	55	education	education	NOUN
absel-36	176	56	innovations	innovation	NOUN
absel-36	176	57	and	and	CCONJ
absel-36	176	58	future	future	ADJ
absel-36	176	59	directions	direction	NOUN
absel-36	176	60	in	in	ADP
absel-36	176	61	education	education	NOUN
absel-36	176	62	:	:	PUNCT
absel-36	176	63	case	case	NOUN
absel-36	176	64	review	review	NOUN
absel-36	176	65	for	for	ADP
absel-36	176	66	best	good	ADJ
absel-36	176	67	online	online	ADJ
absel-36	176	68	teaching	teaching	NOUN
absel-36	176	69	practices	practice	VERB
absel-36	176	70	an	an	DET
absel-36	176	71	implicit	implicit	ADJ
absel-36	176	72	measure	measure	NOUN
absel-36	176	73	of	of	ADP
absel-36	176	74	forecasting	forecasting	NOUN
absel-36	176	75	accuracy	accuracy	NOUN
absel-36	176	76	immediate	immediate	ADJ
absel-36	176	77	feedback	feedback	NOUN
absel-36	176	78	and	and	CCONJ
absel-36	176	79	assessment	assessment	NOUN
absel-36	176	80	technique	technique	NOUN
absel-36	176	81	(	(	PUNCT
absel-36	176	82	if	if	SCONJ
absel-36	176	83	-	-	PUNCT
absel-36	176	84	at	at	NOUN
absel-36	176	85	)	)	PUNCT
absel-36	176	86	testing	testing	NOUN
absel-36	176	87	forms	form	NOUN
absel-36	176	88	:	:	PUNCT
absel-36	176	89	an	an	DET
absel-36	176	90	overview	overview	NOUN
absel-36	176	91	of	of	ADP
absel-36	176	92	the	the	DET
absel-36	176	93	tool	tool	NOUN
absel-36	176	94	and	and	CCONJ
absel-36	176	95	uses	use	VERB
absel-36	176	96	teaching	teach	VERB
absel-36	176	97	secondary	secondary	ADJ
absel-36	176	98	mathematics	mathematic	NOUN
absel-36	176	99	:	:	PUNCT
absel-36	176	100	pre	pre	ADJ
absel-36	176	101	-	-	ADJ
absel-36	176	102	service	service	ADJ
absel-36	176	103	teachers	teacher	NOUN
absel-36	176	104	'	'	PART
absel-36	176	105	digital	digital	ADJ
absel-36	176	106	game	game	NOUN
absel-36	176	107	design	design	NOUN
absel-36	176	108	,	,	PUNCT
absel-36	176	109	pedagogy	pedagogy	NOUN
absel-36	176	110	and	and	CCONJ
absel-36	176	111	21st	21st	ADJ
absel-36	176	112	century	century	NOUN
absel-36	176	113	skills	skill	NOUN
absel-36	176	114	follow	follow	VERB
absel-36	176	115	the	the	DET
absel-36	176	116	leader	leader	NOUN
absel-36	176	117	ii	ii	PROPN
absel-36	176	118	business	business	NOUN
absel-36	176	119	simulations	simulation	NOUN
absel-36	176	120	:	:	PUNCT
absel-36	176	121	from	from	ADP
absel-36	176	122	punch	punch	NOUN
absel-36	176	123	cards	card	NOUN
absel-36	176	124	to	to	ADP
absel-36	176	125	web	web	NOUN
absel-36	176	126	-	-	PUNCT
absel-36	176	127	based	base	VERB
absel-36	176	128	university	university	NOUN
absel-36	176	129	engagement	engagement	NOUN
absel-36	176	130	:	:	PUNCT
absel-36	176	131	good	good	ADJ
absel-36	176	132	neighbors	neighbor	NOUN
absel-36	176	133	budget	budget	NOUN
absel-36	176	134	allocation	allocation	NOUN
absel-36	176	135	exercise	exercise	NOUN
absel-36	176	136	customizing	customizing	NOUN
absel-36	176	137	business	business	NOUN
absel-36	176	138	simulations	simulation	NOUN
absel-36	176	139	:	:	PUNCT
absel-36	176	140	an	an	DET
absel-36	176	141	exploration	exploration	NOUN
absel-36	176	142	and	and	CCONJ
absel-36	176	143	a	a	DET
absel-36	176	144	hierarchy	hierarchy	NOUN
absel-36	176	145	a	a	DET
absel-36	176	146	review	review	NOUN
absel-36	176	147	of	of	ADP
absel-36	176	148	the	the	DET
absel-36	176	149	simulation	simulation	NOUN
absel-36	176	150	research	research	NOUN
absel-36	176	151	in	in	ADP
absel-36	176	152	the	the	DET
absel-36	176	153	academy	academy	NOUN
absel-36	176	154	of	of	ADP
absel-36	176	155	management	management	NOUN
absel-36	176	156	journal	journal	NOUN
absel-36	176	157	:	:	PUNCT
absel-36	176	158	suggestions	suggestion	NOUN
absel-36	176	159	for	for	ADP
absel-36	176	160	strengthening	strengthen	VERB
absel-36	176	161	the	the	DET
absel-36	176	162	research	research	NOUN
absel-36	176	163	conducted	conduct	VERB
absel-36	176	164	by	by	ADP
absel-36	176	165	absel	absel	ADJ
absel-36	176	166	members	member	NOUN
absel-36	176	167	absel	absel	NOUN
absel-36	176	168	reflections	reflection	NOUN
absel-36	176	169	:	:	PUNCT
absel-36	176	170	40	40	NUM
absel-36	176	171	years	year	NOUN
absel-36	176	172	of	of	ADP
absel-36	176	173	excellence	excellence	NOUN
absel-36	176	174	,	,	PUNCT
absel-36	176	175	now	now	ADV
absel-36	176	176	going	go	VERB
absel-36	176	177	forward	forward	ADV
absel-36	176	178	how	how	SCONJ
absel-36	176	179	many	many	ADJ
absel-36	176	180	options	option	NOUN
absel-36	176	181	do	do	VERB
absel-36	176	182	multiple	multiple	ADJ
absel-36	176	183	-	-	PUNCT
absel-36	176	184	choice	choice	NOUN
absel-36	176	185	questions	question	NOUN
absel-36	176	186	really	really	ADV
absel-36	176	187	have	have	VERB
absel-36	176	188	?	?	PUNCT
absel-36	177	1	the	the	DET
absel-36	177	2	management	management	NOUN
absel-36	177	3	/	/	SYM
absel-36	177	4	accounting	accounting	NOUN
absel-36	177	5	simulation	simulation	NOUN
absel-36	177	6	now	now	ADV
absel-36	177	7	100	100	NUM
absel-36	177	8	%	%	NOUN
absel-36	177	9	web	web	NOUN
absel-36	177	10	-	-	PUNCT
absel-36	177	11	based	base	VERB
absel-36	177	12	design	design	NOUN
absel-36	177	13	,	,	PUNCT
absel-36	177	14	server	server	NOUN
absel-36	177	15	side	side	NOUN
absel-36	177	16	programming	programming	NOUN
absel-36	177	17	,	,	PUNCT
absel-36	177	18	and	and	CCONJ
absel-36	177	19	implementation	implementation	VERB
absel-36	177	20	a	a	DET
absel-36	177	21	large	large	ADJ
absel-36	177	22	-	-	PUNCT
absel-36	177	23	scale	scale	NOUN
absel-36	177	24	game	game	NOUN
absel-36	177	25	test	test	NOUN
absel-36	177	26	of	of	ADP
absel-36	177	27	early	early	ADJ
absel-36	177	28	-	-	PUNCT
absel-36	177	29	determined	determine	VERB
absel-36	177	30	game	game	NOUN
absel-36	177	31	finishes	finish	VERB
absel-36	177	32	large	large	ADJ
absel-36	177	33	-	-	PUNCT
absel-36	177	34	scale	scale	NOUN
absel-36	177	35	business	business	NOUN
absel-36	177	36	games	game	NOUN
absel-36	177	37	for	for	ADP
absel-36	177	38	assurance	assurance	NOUN
absel-36	177	39	of	of	ADP
absel-36	177	40	learning	learn	VERB
absel-36	177	41	purposes	purpose	NOUN
absel-36	177	42	the	the	DET
absel-36	177	43	gamification	gamification	NOUN
absel-36	177	44	of	of	ADP
absel-36	177	45	education	education	PROPN
absel-36	177	46	ob	ob	ADP
absel-36	177	47	simulation	simulation	NOUN
absel-36	177	48	:	:	PUNCT
absel-36	177	49	a	a	DET
absel-36	177	50	hands	hand	NOUN
absel-36	177	51	-	-	PUNCT
absel-36	177	52	on	on	ADP
absel-36	177	53	demonstration	demonstration	NOUN
absel-36	177	54	converting	convert	VERB
absel-36	177	55	simulations	simulation	NOUN
absel-36	177	56	for	for	ADP
absel-36	177	57	the	the	DET
absel-36	177	58	online	online	ADJ
absel-36	177	59	environment	environment	NOUN
absel-36	177	60	:	:	PUNCT
absel-36	177	61	the	the	DET
absel-36	177	62	new	new	ADJ
absel-36	177	63	ginseng	ginseng	NOUN
absel-36	177	64	game	game	NOUN
absel-36	177	65	repositioning	reposition	VERB
absel-36	177	66	brands	brand	NOUN
absel-36	177	67	with	with	ADP
absel-36	177	68	the	the	DET
absel-36	177	69	web	web	NOUN
absel-36	177	70	-	-	PUNCT
absel-36	177	71	based	base	VERB
absel-36	177	72	product	product	NOUN
absel-36	177	73	positioning	positioning	NOUN
absel-36	177	74	map	map	NOUN
absel-36	177	75	graphics	graphic	NOUN
absel-36	177	76	package	package	NOUN
absel-36	177	77	implications	implication	NOUN
absel-36	177	78	of	of	ADP
absel-36	177	79	regulatory	regulatory	ADJ
absel-36	177	80	focus	focus	NOUN
absel-36	177	81	theory	theory	NOUN
absel-36	177	82	for	for	ADP
absel-36	177	83	simulation	simulation	NOUN
absel-36	177	84	and	and	CCONJ
absel-36	177	85	experiential	experiential	ADJ
absel-36	177	86	learning	learning	NOUN
absel-36	177	87	riskware	riskware	NOUN
absel-36	177	88	:	:	PUNCT
absel-36	177	89	a	a	DET
absel-36	177	90	game	game	NOUN
absel-36	177	91	for	for	ADP
absel-36	177	92	teaching	teach	VERB
absel-36	177	93	software	software	NOUN
absel-36	177	94	project	project	NOUN
absel-36	177	95	risk	risk	NOUN
absel-36	177	96	management	management	NOUN
absel-36	177	97	teamwork	teamwork	NOUN
absel-36	177	98	for	for	ADP
absel-36	177	99	decision	decision	NOUN
absel-36	177	100	-	-	PUNCT
absel-36	177	101	making	making	NOUN
absel-36	177	102	through	through	ADP
absel-36	177	103	games	game	NOUN
absel-36	177	104	:	:	PUNCT
absel-36	177	105	the	the	DET
absel-36	177	106	case	case	NOUN
absel-36	177	107	of	of	ADP
absel-36	177	108	on	on	ADP
absel-36	177	109	-	-	PUNCT
absel-36	177	110	line	line	NOUN
absel-36	177	111	"	"	PUNCT
absel-36	177	112	manage	manage	VERB
absel-36	177	113	-	-	PUNCT
absel-36	177	114	art	art	NOUN
absel-36	177	115	"	"	PUNCT
absel-36	177	116	virtual	virtual	ADJ
absel-36	177	117	pepulator	pepulator	NOUN
absel-36	177	118	,	,	PUNCT
absel-36	177	119	a	a	DET
absel-36	177	120	model	model	NOUN
absel-36	177	121	for	for	ADP
absel-36	177	122	teaching	teach	VERB
absel-36	177	123	negotiation	negotiation	NOUN
absel-36	177	124	small	small	ADJ
absel-36	177	125	-	-	PUNCT
absel-36	177	126	scale	scale	NOUN
absel-36	177	127	business	business	NOUN
absel-36	177	128	games	game	NOUN
absel-36	177	129	for	for	ADP
absel-36	177	130	assurance	assurance	NOUN
absel-36	177	131	of	of	ADP
absel-36	177	132	learning	learn	VERB
absel-36	177	133	purposes	purpose	NOUN
absel-36	177	134	incorporating	incorporate	VERB
absel-36	177	135	intellectual	intellectual	ADJ
absel-36	177	136	property	property	NOUN
absel-36	177	137	issues	issue	NOUN
absel-36	177	138	into	into	ADP
absel-36	177	139	a	a	DET
absel-36	177	140	business	business	NOUN
absel-36	177	141	simulation	simulation	NOUN
absel-36	177	142	©	©	PROPN
absel-36	177	143	nationalization	nationalization	NOUN
absel-36	177	144	and	and	CCONJ
absel-36	177	145	privatization	privatization	NOUN
absel-36	177	146	in	in	ADP
absel-36	177	147	a	a	DET
absel-36	177	148	computer	computer	NOUN
absel-36	177	149	-	-	PUNCT
absel-36	177	150	assisted	assist	VERB
absel-36	177	151	business	business	NOUN
absel-36	177	152	game	game	NOUN
absel-36	177	153	an	an	DET
absel-36	177	154	investigation	investigation	NOUN
absel-36	177	155	of	of	ADP
absel-36	177	156	the	the	DET
absel-36	177	157	relationship	relationship	NOUN
absel-36	177	158	of	of	ADP
absel-36	177	159	plan	plan	NOUN
absel-36	177	160	quality	quality	NOUN
absel-36	177	161	,	,	PUNCT
absel-36	177	162	forecast	forecast	NOUN
absel-36	177	163	accuracy	accuracy	NOUN
absel-36	177	164	and	and	CCONJ
absel-36	177	165	earnings	earning	NOUN
absel-36	177	166	performance	performance	NOUN
absel-36	177	167	under	under	ADP
absel-36	177	168	equal	equal	ADJ
absel-36	177	169	and	and	CCONJ
absel-36	177	170	unequal	unequal	ADJ
absel-36	177	171	starting	starting	NOUN
absel-36	177	172	positions	position	NOUN
absel-36	177	173	in	in	ADP
absel-36	177	174	marketing	marketing	NOUN
absel-36	177	175	positions	position	NOUN
absel-36	177	176	in	in	ADP
absel-36	177	177	marketing	marketing	NOUN
absel-36	177	178	simulations	simulation	NOUN
absel-36	177	179	measuring	measure	VERB
absel-36	177	180	the	the	DET
absel-36	177	181	performance	performance	NOUN
absel-36	177	182	ranking	ranking	NOUN
absel-36	177	183	curve	curve	NOUN
absel-36	177	184	in	in	ADP
absel-36	177	185	marketing	marketing	NOUN
absel-36	177	186	simulation	simulation	NOUN
absel-36	177	187	games	game	VERB
absel-36	177	188	the	the	DET
absel-36	177	189	effectiveness	effectiveness	NOUN
absel-36	177	190	of	of	ADP
absel-36	177	191	sdm	sdm	PROPN
absel-36	177	192	method	method	NOUN
absel-36	177	193	in	in	ADP
absel-36	177	194	business	business	NOUN
absel-36	177	195	simulation	simulation	NOUN
absel-36	177	196	game	game	NOUN
absel-36	177	197	40	40	NUM
absel-36	177	198	years	year	NOUN
absel-36	177	199	of	of	ADP
absel-36	177	200	brazilian	brazilian	ADJ
absel-36	177	201	s&g	s&g	NOUN
absel-36	177	202	analysis	analysis	NOUN
absel-36	177	203	and	and	CCONJ
absel-36	177	204	perspectives	perspective	NOUN
absel-36	177	205	accounting	account	VERB
absel-36	177	206	for	for	ADP
absel-36	177	207	externalities	externality	NOUN
absel-36	177	208	:	:	PUNCT
absel-36	177	209	harnessing	harness	VERB
absel-36	177	210	the	the	DET
absel-36	177	211	"	"	PUNCT
absel-36	177	212	face	face	NOUN
absel-36	177	213	-	-	PUNCT
absel-36	177	214	in	in	ADP
absel-36	177	215	-	-	PUNCT
absel-36	177	216	the	the	DET
absel-36	177	217	-	-	PUNCT
absel-36	177	218	mirror	mirror	NOUN
absel-36	177	219	"	"	PUNCT
absel-36	177	220	phenomenon	phenomenon	NOUN
absel-36	177	221	the	the	DET
absel-36	177	222	role	role	NOUN
absel-36	177	223	of	of	ADP
absel-36	177	224	simulations	simulation	NOUN
absel-36	177	225	in	in	ADP
absel-36	177	226	organizational	organizational	ADJ
absel-36	177	227	learning	learning	NOUN
absel-36	177	228	:	:	PUNCT
absel-36	177	229	building	build	VERB
absel-36	177	230	individual	individual	ADJ
absel-36	177	231	absorptive	absorptive	ADJ
absel-36	177	232	capacity	capacity	NOUN
absel-36	177	233	assessing	assess	VERB
absel-36	177	234	project	project	NOUN
absel-36	177	235	management	management	NOUN
absel-36	177	236	as	as	ADP
absel-36	177	237	an	an	DET
absel-36	177	238	academic	academic	ADJ
absel-36	177	239	learning	learning	NOUN
absel-36	177	240	outcome	outcome	NOUN
absel-36	177	241	(	(	PUNCT
absel-36	177	242	alo	alo	PROPN
absel-36	177	243	)	)	PUNCT
absel-36	177	244	at	at	ADP
absel-36	177	245	the	the	DET
absel-36	177	246	inflection	inflection	NOUN
absel-36	177	247	point	point	NOUN
absel-36	177	248	:	:	PUNCT
absel-36	177	249	designing	design	VERB
absel-36	177	250	army	army	NOUN
absel-36	177	251	assessments	assessment	NOUN
absel-36	177	252	"	"	PUNCT
absel-36	177	253	economics	economic	NOUN
absel-36	177	254	in	in	ADP
absel-36	177	255	practice	practice	NOUN
absel-36	177	256	"	"	PUNCT
absel-36	177	257	a	a	DET
absel-36	177	258	simulation	simulation	NOUN
absel-36	177	259	game	game	NOUN
absel-36	177	260	for	for	ADP
absel-36	177	261	high	high	ADJ
absel-36	177	262	school	school	NOUN
absel-36	177	263	students	student	NOUN
absel-36	177	264	teaching	teach	VERB
absel-36	177	265	the	the	DET
absel-36	177	266	basics	basic	NOUN
absel-36	177	267	of	of	ADP
absel-36	177	268	economics	economic	NOUN
absel-36	177	269	and	and	CCONJ
absel-36	177	270	entrepreneurship	entrepreneurship	NOUN
absel-36	177	271	fueling	fuel	VERB
absel-36	177	272	the	the	DET
absel-36	177	273	force	force	NOUN
absel-36	177	274	:	:	PUNCT
absel-36	177	275	exploring	explore	VERB
absel-36	177	276	leader	leader	NOUN
absel-36	177	277	priorities	priority	NOUN
absel-36	177	278	implementing	implement	VERB
absel-36	177	279	mental	mental	ADJ
absel-36	177	280	models	model	NOUN
absel-36	177	281	:	:	PUNCT
absel-36	177	282	extending	extend	VERB
absel-36	177	283	insight	insight	NOUN
absel-36	177	284	and	and	CCONJ
absel-36	177	285	whole	whole	ADJ
absel-36	177	286	person	person	NOUN
absel-36	177	287	learning	learn	VERB
absel-36	177	288	using	use	VERB
absel-36	177	289	business	business	NOUN
absel-36	177	290	simulations	simulation	NOUN
absel-36	177	291	to	to	PART
absel-36	177	292	introduce	introduce	VERB
absel-36	177	293	business	business	NOUN
absel-36	177	294	concepts	concept	NOUN