id	sid	tid	token	lemma	pos
abr-55	1	1	advances	advance	NOUN
abr-55	1	2	in	in	ADP
abr-55	1	3	business	business	NOUN
abr-55	1	4	research	research	NOUN
abr-55	1	5	2011	2011	NUM
abr-55	1	6	volume	volume	NOUN
abr-55	1	7	2.pdf	2.pdf	PROPN
abr-55	1	8	lai	lai	PROPN
abr-55	1	9	,	,	PUNCT
abr-55	1	10	tanner	tanner	NOUN
abr-55	1	11	,	,	PUNCT
abr-55	1	12	stevens	stevens	PROPN
abr-55	1	13	advances	advance	NOUN
abr-55	1	14	in	in	ADP
abr-55	1	15	business	business	NOUN
abr-55	1	16	research	research	NOUN
abr-55	1	17	2011	2011	NUM
abr-55	1	18	,	,	PUNCT
abr-55	1	19	vol	vol	NOUN
abr-55	1	20	.	.	PROPN
abr-55	2	1	2	2	NUM
abr-55	2	2	,	,	PUNCT
abr-55	2	3	no	no	INTJ
abr-55	2	4	.	.	NOUN
abr-55	2	5	1	1	NUM
abr-55	2	6	,	,	PUNCT
abr-55	2	7	115	115	NUM
abr-55	2	8	-	-	SYM
abr-55	2	9	124	124	NUM
abr-55	2	10	115	115	NUM
abr-55	2	11	the	the	DET
abr-55	2	12	importance	importance	NOUN
abr-55	2	13	of	of	ADP
abr-55	2	14	mathematics	mathematic	NOUN
abr-55	2	15	competency	competency	NOUN
abr-55	2	16	in	in	ADP
abr-55	2	17	statistical	statistical	ADJ
abr-55	2	18	literacy	literacy	NOUN
abr-55	2	19	guolin	guolin	PROPN
abr-55	2	20	lai	lai	PROPN
abr-55	2	21	,	,	PUNCT
abr-55	2	22	university	university	PROPN
abr-55	2	23	of	of	ADP
abr-55	2	24	louisiana	louisiana	PROPN
abr-55	2	25	at	at	ADP
abr-55	2	26	lafayette	lafayette	PROPN
abr-55	2	27	john	john	PROPN
abr-55	2	28	tanner	tanner	PROPN
abr-55	2	29	,	,	PUNCT
abr-55	2	30	university	university	NOUN
abr-55	2	31	of	of	ADP
abr-55	2	32	louisiana	louisiana	PROPN
abr-55	2	33	at	at	ADP
abr-55	2	34	lafayette	lafayette	PROPN
abr-55	2	35	david	david	PROPN
abr-55	2	36	stevens	stevens	PROPN
abr-55	2	37	,	,	PUNCT
abr-55	2	38	university	university	PROPN
abr-55	2	39	of	of	ADP
abr-55	2	40	louisiana	louisiana	PROPN
abr-55	2	41	at	at	ADP
abr-55	2	42	lafayette	lafayette	PROPN
abr-55	2	43	competence	competence	NOUN
abr-55	2	44	in	in	ADP
abr-55	2	45	mathematics	mathematic	NOUN
abr-55	2	46	and	and	CCONJ
abr-55	2	47	statistics	statistic	NOUN
abr-55	2	48	are	be	AUX
abr-55	2	49	related	relate	VERB
abr-55	2	50	,	,	PUNCT
abr-55	2	51	but	but	CCONJ
abr-55	2	52	are	be	AUX
abr-55	2	53	not	not	PART
abr-55	2	54	the	the	DET
abr-55	2	55	same	same	ADJ
abr-55	2	56	thing	thing	NOUN
abr-55	2	57	.	.	PUNCT
abr-55	3	1	to	to	PART
abr-55	3	2	measure	measure	VERB
abr-55	3	3	the	the	DET
abr-55	3	4	impact	impact	NOUN
abr-55	3	5	of	of	ADP
abr-55	3	6	mathematical	mathematical	ADJ
abr-55	3	7	competence	competence	NOUN
abr-55	3	8	on	on	ADP
abr-55	3	9	statistics	statistic	NOUN
abr-55	3	10	performance	performance	NOUN
abr-55	3	11	,	,	PUNCT
abr-55	3	12	act	act	VERB
abr-55	3	13	math	math	NOUN
abr-55	3	14	scores	score	NOUN
abr-55	3	15	together	together	ADV
abr-55	3	16	with	with	ADP
abr-55	3	17	remedial	remedial	ADJ
abr-55	3	18	and	and	CCONJ
abr-55	3	19	required	required	ADJ
abr-55	3	20	math	math	NOUN
abr-55	3	21	grades	grade	NOUN
abr-55	3	22	were	be	AUX
abr-55	3	23	analyzed	analyze	VERB
abr-55	3	24	together	together	ADV
abr-55	3	25	with	with	ADP
abr-55	3	26	final	final	ADJ
abr-55	3	27	grades	grade	NOUN
abr-55	3	28	in	in	ADP
abr-55	3	29	a	a	DET
abr-55	3	30	two	two	NUM
abr-55	3	31	-	-	PUNCT
abr-55	3	32	course	course	NOUN
abr-55	3	33	sequence	sequence	NOUN
abr-55	3	34	of	of	ADP
abr-55	3	35	undergraduate	undergraduate	ADJ
abr-55	3	36	statistics	statistic	NOUN
abr-55	3	37	.	.	PUNCT
abr-55	4	1	results	result	NOUN
abr-55	4	2	indicate	indicate	VERB
abr-55	4	3	that	that	SCONJ
abr-55	4	4	math	math	NOUN
abr-55	4	5	competence	competence	NOUN
abr-55	4	6	is	be	AUX
abr-55	4	7	correlated	correlate	VERB
abr-55	4	8	with	with	ADP
abr-55	4	9	success	success	NOUN
abr-55	4	10	in	in	ADP
abr-55	4	11	the	the	DET
abr-55	4	12	first	first	ADJ
abr-55	4	13	statistics	statistic	NOUN
abr-55	4	14	course	course	NOUN
abr-55	4	15	,	,	PUNCT
abr-55	4	16	but	but	CCONJ
abr-55	4	17	generally	generally	ADV
abr-55	4	18	not	not	PART
abr-55	4	19	the	the	DET
abr-55	4	20	second	second	ADJ
abr-55	4	21	.	.	PUNCT
abr-55	5	1	in	in	ADP
abr-55	5	2	addition	addition	NOUN
abr-55	5	3	,	,	PUNCT
abr-55	5	4	success	success	NOUN
abr-55	5	5	in	in	ADP
abr-55	5	6	the	the	DET
abr-55	5	7	first	first	ADJ
abr-55	5	8	statistics	statistic	NOUN
abr-55	5	9	course	course	NOUN
abr-55	5	10	does	do	AUX
abr-55	5	11	not	not	PART
abr-55	5	12	imply	imply	VERB
abr-55	5	13	success	success	NOUN
abr-55	5	14	in	in	ADP
abr-55	5	15	the	the	DET
abr-55	5	16	second	second	NOUN
abr-55	5	17	.	.	PUNCT
abr-55	6	1	these	these	DET
abr-55	6	2	findings	finding	NOUN
abr-55	6	3	support	support	VERB
abr-55	6	4	the	the	DET
abr-55	6	5	claims	claim	NOUN
abr-55	6	6	that	that	SCONJ
abr-55	6	7	mathematics	mathematic	NOUN
abr-55	6	8	and	and	CCONJ
abr-55	6	9	statistics	statistic	NOUN
abr-55	6	10	are	be	AUX
abr-55	6	11	two	two	NUM
abr-55	6	12	separate	separate	ADJ
abr-55	6	13	disciplines	discipline	NOUN
abr-55	6	14	,	,	PUNCT
abr-55	6	15	each	each	DET
abr-55	6	16	deserving	deserve	VERB
abr-55	6	17	of	of	ADP
abr-55	6	18	its	its	PRON
abr-55	6	19	own	own	ADJ
abr-55	6	20	pedagogy	pedagogy	NOUN
abr-55	6	21	.	.	PUNCT
abr-55	7	1	it	it	PRON
abr-55	7	2	is	be	AUX
abr-55	7	3	widely	widely	ADV
abr-55	7	4	recognized	recognize	VERB
abr-55	7	5	that	that	SCONJ
abr-55	7	6	statistical	statistical	ADJ
abr-55	7	7	literacy	literacy	NOUN
abr-55	7	8	,	,	PUNCT
abr-55	7	9	statistical	statistical	ADJ
abr-55	7	10	reasoning	reasoning	NOUN
abr-55	7	11	,	,	PUNCT
abr-55	7	12	and	and	CCONJ
abr-55	7	13	statistical	statistical	ADJ
abr-55	7	14	thinking	thinking	NOUN
abr-55	7	15	are	be	AUX
abr-55	7	16	key	key	ADJ
abr-55	7	17	components	component	NOUN
abr-55	7	18	of	of	ADP
abr-55	7	19	the	the	DET
abr-55	7	20	skills	skill	NOUN
abr-55	7	21	needed	need	VERB
abr-55	7	22	by	by	ADP
abr-55	7	23	employees	employee	NOUN
abr-55	7	24	in	in	ADP
abr-55	7	25	various	various	ADJ
abr-55	7	26	industries	industry	NOUN
abr-55	7	27	(	(	PUNCT
abr-55	7	28	ben	ben	PROPN
abr-55	7	29	-	-	PUNCT
abr-55	7	30	zvi	zvi	PROPN
abr-55	7	31	and	and	CCONJ
abr-55	7	32	garfield	garfield	PROPN
abr-55	7	33	,	,	PUNCT
abr-55	7	34	2004	2004	NUM
abr-55	7	35	;	;	PUNCT
abr-55	7	36	snee	snee	PROPN
abr-55	7	37	,	,	PUNCT
abr-55	7	38	1993	1993	NUM
abr-55	7	39	)	)	PUNCT
abr-55	7	40	.	.	PUNCT
abr-55	8	1	to	to	PART
abr-55	8	2	provide	provide	VERB
abr-55	8	3	the	the	DET
abr-55	8	4	skills	skill	NOUN
abr-55	8	5	,	,	PUNCT
abr-55	8	6	college	college	NOUN
abr-55	8	7	degree	degree	NOUN
abr-55	8	8	programs	program	NOUN
abr-55	8	9	in	in	ADP
abr-55	8	10	the	the	DET
abr-55	8	11	united	united	PROPN
abr-55	8	12	states	states	PROPN
abr-55	8	13	require	require	VERB
abr-55	8	14	a	a	DET
abr-55	8	15	course	course	NOUN
abr-55	8	16	in	in	ADP
abr-55	8	17	introductory	introductory	ADJ
abr-55	8	18	statistics	statistic	NOUN
abr-55	8	19	.	.	PUNCT
abr-55	9	1	however	however	ADV
abr-55	9	2	,	,	PUNCT
abr-55	9	3	american	american	PROPN
abr-55	9	4	college	college	NOUN
abr-55	9	5	students	student	NOUN
abr-55	9	6	often	often	ADV
abr-55	9	7	regard	regard	VERB
abr-55	9	8	their	their	PRON
abr-55	9	9	statistical	statistical	ADJ
abr-55	9	10	learning	learning	NOUN
abr-55	9	11	experience	experience	NOUN
abr-55	9	12	very	very	ADV
abr-55	9	13	negatively	negatively	ADV
abr-55	9	14	(	(	PUNCT
abr-55	9	15	hogg	hogg	PROPN
abr-55	9	16	,	,	PUNCT
abr-55	9	17	1991	1991	NUM
abr-55	9	18	)	)	PUNCT
abr-55	9	19	.	.	PUNCT
abr-55	10	1	as	as	ADP
abr-55	10	2	a	a	DET
abr-55	10	3	result	result	NOUN
abr-55	10	4	,	,	PUNCT
abr-55	10	5	many	many	ADJ
abr-55	10	6	students	student	NOUN
abr-55	10	7	postpone	postpone	VERB
abr-55	10	8	taking	take	VERB
abr-55	10	9	statistics	statistic	NOUN
abr-55	10	10	course(s	course(s	PROPN
abr-55	10	11	)	)	PUNCT
abr-55	10	12	until	until	ADP
abr-55	10	13	the	the	DET
abr-55	10	14	end	end	NOUN
abr-55	10	15	of	of	ADP
abr-55	10	16	their	their	PRON
abr-55	10	17	degree	degree	NOUN
abr-55	10	18	programs	program	NOUN
abr-55	10	19	(	(	PUNCT
abr-55	10	20	onwuegbuzie	onwuegbuzie	ADJ
abr-55	10	21	and	and	CCONJ
abr-55	10	22	wilson	wilson	PROPN
abr-55	10	23	,	,	PUNCT
abr-55	10	24	2003	2003	NUM
abr-55	10	25	;	;	PUNCT
abr-55	10	26	zeidner	zeidner	NOUN
abr-55	10	27	,	,	PUNCT
abr-55	10	28	1991	1991	NUM
abr-55	10	29	)	)	PUNCT
abr-55	10	30	.	.	PUNCT
abr-55	11	1	to	to	PART
abr-55	11	2	understand	understand	VERB
abr-55	11	3	the	the	DET
abr-55	11	4	causes	cause	NOUN
abr-55	11	5	of	of	ADP
abr-55	11	6	such	such	ADJ
abr-55	11	7	perceptions	perception	NOUN
abr-55	11	8	,	,	PUNCT
abr-55	11	9	various	various	ADJ
abr-55	11	10	factors	factor	NOUN
abr-55	11	11	have	have	AUX
abr-55	11	12	been	be	AUX
abr-55	11	13	investigated	investigate	VERB
abr-55	11	14	including	include	VERB
abr-55	11	15	mathematical	mathematical	ADJ
abr-55	11	16	competence	competence	NOUN
abr-55	11	17	,	,	PUNCT
abr-55	11	18	mathematical	mathematical	ADJ
abr-55	11	19	anxiety	anxiety	NOUN
abr-55	11	20	and	and	CCONJ
abr-55	11	21	attitudes	attitude	NOUN
abr-55	11	22	,	,	PUNCT
abr-55	11	23	statistics	statistic	NOUN
abr-55	11	24	anxiety	anxiety	NOUN
abr-55	11	25	and	and	CCONJ
abr-55	11	26	attitudes	attitude	NOUN
abr-55	11	27	,	,	PUNCT
abr-55	11	28	motivation	motivation	NOUN
abr-55	11	29	,	,	PUNCT
abr-55	11	30	educational	educational	ADJ
abr-55	11	31	background	background	NOUN
abr-55	11	32	,	,	PUNCT
abr-55	11	33	self	self	NOUN
abr-55	11	34	-	-	PUNCT
abr-55	11	35	efficacy	efficacy	NOUN
abr-55	11	36	,	,	PUNCT
abr-55	11	37	instructional	instructional	ADJ
abr-55	11	38	strategies	strategy	NOUN
abr-55	11	39	,	,	PUNCT
abr-55	11	40	and	and	CCONJ
abr-55	11	41	technology	technology	NOUN
abr-55	11	42	.	.	PUNCT
abr-55	12	1	for	for	ADP
abr-55	12	2	example	example	NOUN
abr-55	12	3	,	,	PUNCT
abr-55	12	4	according	accord	VERB
abr-55	12	5	to	to	ADP
abr-55	12	6	gal	gal	PROPN
abr-55	12	7	(	(	PUNCT
abr-55	12	8	2002	2002	NUM
abr-55	12	9	)	)	PUNCT
abr-55	12	10	,	,	PUNCT
abr-55	12	11	an	an	DET
abr-55	12	12	adult	adult	NOUN
abr-55	12	13	’s	’s	PART
abr-55	12	14	statistically	statistically	ADV
abr-55	12	15	literate	literate	ADJ
abr-55	12	16	behavior	behavior	NOUN
abr-55	12	17	is	be	AUX
abr-55	12	18	predicated	predicate	VERB
abr-55	12	19	on	on	ADP
abr-55	12	20	the	the	DET
abr-55	12	21	joint	joint	ADJ
abr-55	12	22	activation	activation	NOUN
abr-55	12	23	of	of	ADP
abr-55	12	24	five	five	NUM
abr-55	12	25	interrelated	interrelated	ADJ
abr-55	12	26	knowledge	knowledge	NOUN
abr-55	12	27	elements	element	NOUN
abr-55	12	28	including	include	VERB
abr-55	12	29	literacy	literacy	NOUN
abr-55	12	30	skills	skill	NOUN
abr-55	12	31	,	,	PUNCT
abr-55	12	32	statistical	statistical	ADJ
abr-55	12	33	knowledge	knowledge	NOUN
abr-55	12	34	,	,	PUNCT
abr-55	12	35	mathematical	mathematical	ADJ
abr-55	12	36	knowledge	knowledge	NOUN
abr-55	12	37	,	,	PUNCT
abr-55	12	38	context	context	NOUN
abr-55	12	39	knowledge	knowledge	NOUN
abr-55	12	40	,	,	PUNCT
abr-55	12	41	and	and	CCONJ
abr-55	12	42	critical	critical	ADJ
abr-55	12	43	questions	question	NOUN
abr-55	12	44	,	,	PUNCT
abr-55	12	45	together	together	ADV
abr-55	12	46	with	with	ADP
abr-55	12	47	a	a	DET
abr-55	12	48	cluster	cluster	NOUN
abr-55	12	49	of	of	ADP
abr-55	12	50	supporting	support	VERB
abr-55	12	51	dispositional	dispositional	ADJ
abr-55	12	52	elements	element	NOUN
abr-55	12	53	including	include	VERB
abr-55	12	54	beliefs	belief	NOUN
abr-55	12	55	,	,	PUNCT
abr-55	12	56	attitudes	attitude	NOUN
abr-55	12	57	,	,	PUNCT
abr-55	12	58	and	and	CCONJ
abr-55	12	59	critical	critical	ADJ
abr-55	12	60	stance	stance	NOUN
abr-55	12	61	.	.	PUNCT
abr-55	13	1	as	as	SCONJ
abr-55	13	2	envisioned	envision	VERB
abr-55	13	3	by	by	ADP
abr-55	13	4	gal	gal	PROPN
abr-55	13	5	(	(	PUNCT
abr-55	13	6	2002	2002	NUM
abr-55	13	7	)	)	PUNCT
abr-55	13	8	,	,	PUNCT
abr-55	13	9	mathematical	mathematical	ADJ
abr-55	13	10	competence	competence	NOUN
abr-55	13	11	plays	play	VERB
abr-55	13	12	an	an	DET
abr-55	13	13	integral	integral	ADJ
abr-55	13	14	role	role	NOUN
abr-55	13	15	in	in	ADP
abr-55	13	16	the	the	DET
abr-55	13	17	achievement	achievement	NOUN
abr-55	13	18	of	of	ADP
abr-55	13	19	statistical	statistical	ADJ
abr-55	13	20	literacy	literacy	NOUN
abr-55	13	21	.	.	PUNCT
abr-55	14	1	there	there	PRON
abr-55	14	2	has	have	AUX
abr-55	14	3	been	be	AUX
abr-55	14	4	a	a	DET
abr-55	14	5	general	general	ADJ
abr-55	14	6	consensus	consensus	NOUN
abr-55	14	7	in	in	ADP
abr-55	14	8	the	the	DET
abr-55	14	9	literature	literature	NOUN
abr-55	14	10	that	that	PRON
abr-55	14	11	students	student	NOUN
abr-55	14	12	’	'	PUNCT
abr-55	14	13	statistical	statistical	ADJ
abr-55	14	14	performance	performance	NOUN
abr-55	14	15	is	be	AUX
abr-55	14	16	positively	positively	ADV
abr-55	14	17	related	relate	VERB
abr-55	14	18	to	to	ADP
abr-55	14	19	their	their	PRON
abr-55	14	20	mathematical	mathematical	ADJ
abr-55	14	21	competence	competence	NOUN
abr-55	14	22	(	(	PUNCT
abr-55	14	23	adams	adam	NOUN
abr-55	14	24	and	and	CCONJ
abr-55	14	25	holcomb	holcomb	NOUN
abr-55	14	26	,	,	PUNCT
abr-55	14	27	1986	1986	NUM
abr-55	14	28	;	;	PUNCT
abr-55	14	29	feinberg	feinberg	PROPN
abr-55	14	30	and	and	CCONJ
abr-55	14	31	halprin	halprin	PROPN
abr-55	14	32	,	,	PUNCT
abr-55	14	33	1978	1978	NUM
abr-55	14	34	;	;	PUNCT
abr-55	14	35	galagedera	galagedera	NOUN
abr-55	14	36	,	,	PUNCT
abr-55	14	37	1998	1998	NUM
abr-55	14	38	;	;	PUNCT
abr-55	14	39	galagedera	galagedera	NOUN
abr-55	14	40	and	and	CCONJ
abr-55	14	41	woodward	woodward	NOUN
abr-55	14	42	,	,	PUNCT
abr-55	14	43	2000	2000	NUM
abr-55	14	44	;	;	PUNCT
abr-55	14	45	johnson	johnson	PROPN
abr-55	14	46	and	and	CCONJ
abr-55	14	47	kuennen	kuennen	PROPN
abr-55	14	48	,	,	PUNCT
abr-55	14	49	2006	2006	NUM
abr-55	14	50	;	;	PUNCT
abr-55	14	51	lalonde	lalonde	NOUN
abr-55	14	52	and	and	CCONJ
abr-55	14	53	gardner	gardner	NOUN
abr-55	14	54	,	,	PUNCT
abr-55	14	55	1993	1993	NUM
abr-55	14	56	;	;	PUNCT
abr-55	14	57	nasser	nasser	PROPN
abr-55	14	58	,	,	PUNCT
abr-55	14	59	1999	1999	NUM
abr-55	14	60	;	;	PUNCT
abr-55	14	61	wisenbaker	wisenbaker	PROPN
abr-55	14	62	et	et	PROPN
abr-55	14	63	al	al	PROPN
abr-55	14	64	.	.	PROPN
abr-55	14	65	2000	2000	NUM
abr-55	14	66	)	)	PUNCT
abr-55	14	67	.	.	PUNCT
abr-55	15	1	moreover	moreover	ADV
abr-55	15	2	,	,	PUNCT
abr-55	15	3	there	there	PRON
abr-55	15	4	are	be	VERB
abr-55	15	5	intricate	intricate	ADJ
abr-55	15	6	relationships	relationship	NOUN
abr-55	15	7	among	among	ADP
abr-55	15	8	students	student	NOUN
abr-55	15	9	’	'	PUNCT
abr-55	15	10	mathematical	mathematical	ADJ
abr-55	15	11	competence	competence	NOUN
abr-55	15	12	,	,	PUNCT
abr-55	15	13	mathematics	mathematic	NOUN
abr-55	15	14	attitude	attitude	NOUN
abr-55	15	15	and	and	CCONJ
abr-55	15	16	anxiety	anxiety	NOUN
abr-55	15	17	,	,	PUNCT
abr-55	15	18	statistics	statistic	NOUN
abr-55	15	19	attitude	attitude	NOUN
abr-55	15	20	and	and	CCONJ
abr-55	15	21	anxiety	anxiety	NOUN
abr-55	15	22	,	,	PUNCT
abr-55	15	23	and	and	CCONJ
abr-55	15	24	statistics	statistic	NOUN
abr-55	15	25	performance	performance	NOUN
abr-55	15	26	.	.	PUNCT
abr-55	16	1	students	student	NOUN
abr-55	16	2	tend	tend	VERB
abr-55	16	3	to	to	PART
abr-55	16	4	experience	experience	VERB
abr-55	16	5	mathematics	mathematics	NOUN
abr-55	16	6	anxiety	anxiety	NOUN
abr-55	16	7	(	(	PUNCT
abr-55	16	8	bessant	bessant	NOUN
abr-55	16	9	,	,	PUNCT
abr-55	16	10	1995	1995	NUM
abr-55	16	11	;	;	PUNCT
abr-55	16	12	mcleod	mcleod	PROPN
abr-55	16	13	,	,	PUNCT
abr-55	16	14	1992	1992	NUM
abr-55	16	15	;	;	PUNCT
abr-55	16	16	stodolsky	stodolsky	ADJ
abr-55	16	17	,	,	PUNCT
abr-55	16	18	1985	1985	NUM
abr-55	16	19	)	)	PUNCT
abr-55	16	20	,	,	PUNCT
abr-55	16	21	and	and	CCONJ
abr-55	16	22	mathematics	mathematic	NOUN
abr-55	16	23	anxiety	anxiety	NOUN
abr-55	16	24	is	be	AUX
abr-55	16	25	negatively	negatively	ADV
abr-55	16	26	related	relate	VERB
abr-55	16	27	to	to	ADP
abr-55	16	28	statistical	statistical	ADJ
abr-55	16	29	performance	performance	NOUN
abr-55	16	30	(	(	PUNCT
abr-55	16	31	adams	adam	NOUN
abr-55	16	32	and	and	CCONJ
abr-55	16	33	holcomb	holcomb	NOUN
abr-55	16	34	,	,	PUNCT
abr-55	16	35	1986	1986	NUM
abr-55	16	36	;	;	PUNCT
abr-55	16	37	onwuegbuzie	onwuegbuzie	ADJ
abr-55	16	38	and	and	CCONJ
abr-55	16	39	seaman	seaman	NOUN
abr-55	16	40	,	,	PUNCT
abr-55	16	41	1995	1995	NUM
abr-55	16	42	;	;	PUNCT
abr-55	16	43	wisenbaker	wisenbaker	PROPN
abr-55	16	44	et	et	PROPN
abr-55	16	45	al	al	PROPN
abr-55	16	46	.	.	PROPN
abr-55	16	47	,	,	PUNCT
abr-55	16	48	2000	2000	NUM
abr-55	16	49	;	;	PUNCT
abr-55	16	50	zeidner	zeidner	NOUN
abr-55	16	51	,	,	PUNCT
abr-55	16	52	1991	1991	NUM
abr-55	16	53	)	)	PUNCT
abr-55	16	54	.	.	PUNCT
abr-55	17	1	mathematical	mathematical	ADJ
abr-55	17	2	competence	competence	NOUN
abr-55	17	3	has	have	VERB
abr-55	17	4	a	a	DET
abr-55	17	5	positive	positive	ADJ
abr-55	17	6	effect	effect	NOUN
abr-55	17	7	on	on	ADP
abr-55	17	8	attitudes	attitude	NOUN
abr-55	17	9	toward	toward	ADP
abr-55	17	10	statistics	statistic	NOUN
abr-55	17	11	(	(	PUNCT
abr-55	17	12	carmona	carmona	PROPN
abr-55	17	13	,	,	PUNCT
abr-55	17	14	2004	2004	NUM
abr-55	17	15	;	;	PUNCT
abr-55	17	16	lalonde	lalonde	NOUN
abr-55	17	17	and	and	CCONJ
abr-55	17	18	gardner	gardner	NOUN
abr-55	17	19	,	,	PUNCT
abr-55	17	20	1993	1993	NUM
abr-55	17	21	;	;	PUNCT
abr-55	17	22	schutz	schutz	PROPN
abr-55	17	23	et	et	PROPN
abr-55	17	24	al	al	PROPN
abr-55	17	25	.	.	PROPN
abr-55	17	26	,	,	PUNCT
abr-55	17	27	1999	1999	NUM
abr-55	17	28	)	)	PUNCT
abr-55	17	29	and	and	CCONJ
abr-55	17	30	on	on	ADP
abr-55	17	31	anxiety	anxiety	NOUN
abr-55	17	32	toward	toward	ADP
abr-55	17	33	statistics	statistic	NOUN
abr-55	17	34	(	(	PUNCT
abr-55	17	35	gal	gal	NOUN
abr-55	17	36	et	et	PROPN
abr-55	17	37	al	al	PROPN
abr-55	17	38	.	.	PROPN
abr-55	17	39	,	,	PUNCT
abr-55	17	40	1997	1997	NUM
abr-55	17	41	;	;	PUNCT
abr-55	17	42	onwuegbuzie	onwuegbuzie	ADJ
abr-55	17	43	,	,	PUNCT
abr-55	17	44	2003	2003	NUM
abr-55	17	45	)	)	PUNCT
abr-55	17	46	.	.	PUNCT
abr-55	18	1	statistics	statistic	NOUN
abr-55	18	2	anxiety	anxiety	NOUN
abr-55	18	3	is	be	AUX
abr-55	18	4	negatively	negatively	ADV
abr-55	18	5	related	relate	VERB
abr-55	18	6	to	to	ADP
abr-55	18	7	statistics	statistic	NOUN
abr-55	18	8	performance	performance	NOUN
abr-55	18	9	(	(	PUNCT
abr-55	18	10	lalonde	lalonde	NOUN
abr-55	18	11	and	and	CCONJ
abr-55	18	12	gardner	gardner	NOUN
abr-55	18	13	,	,	PUNCT
abr-55	18	14	1993	1993	NUM
abr-55	18	15	;	;	PUNCT
abr-55	18	16	zeidner	zeidner	NOUN
abr-55	18	17	,	,	PUNCT
abr-55	18	18	1991	1991	NUM
abr-55	18	19	)	)	PUNCT
abr-55	18	20	,	,	PUNCT
abr-55	18	21	whereas	whereas	SCONJ
abr-55	18	22	positive	positive	ADJ
abr-55	18	23	statistics	statistic	NOUN
abr-55	18	24	attitude	attitude	NOUN
abr-55	18	25	is	be	AUX
abr-55	18	26	associated	associate	VERB
abr-55	18	27	with	with	ADP
abr-55	18	28	better	well	ADJ
abr-55	18	29	statistics	statistic	NOUN
abr-55	18	30	performance	performance	NOUN
abr-55	18	31	(	(	PUNCT
abr-55	18	32	lalonde	lalonde	NOUN
abr-55	18	33	and	and	CCONJ
abr-55	18	34	gardner	gardner	NOUN
abr-55	18	35	,	,	PUNCT
abr-55	18	36	1993	1993	NUM
abr-55	18	37	;	;	PUNCT
abr-55	18	38	roberts	robert	NOUN
abr-55	18	39	and	and	CCONJ
abr-55	18	40	bilderback	bilderback	NOUN
abr-55	18	41	,	,	PUNCT
abr-55	18	42	1980	1980	NUM
abr-55	18	43	;	;	PUNCT
abr-55	18	44	wise	wise	ADJ
abr-55	18	45	,	,	PUNCT
abr-55	18	46	1985	1985	NUM
abr-55	18	47	)	)	PUNCT
abr-55	18	48	.	.	PUNCT
abr-55	19	1	silvia	silvia	PROPN
abr-55	19	2	et	et	PROPN
abr-55	19	3	al	al	PROPN
abr-55	19	4	.	.	PROPN
abr-55	19	5	,	,	PUNCT
abr-55	19	6	(	(	PUNCT
abr-55	19	7	2008	2008	NUM
abr-55	19	8	)	)	PUNCT
abr-55	19	9	examined	examine	VERB
abr-55	19	10	these	these	DET
abr-55	19	11	relationships	relationship	NOUN
abr-55	19	12	.	.	PUNCT
abr-55	20	1	they	they	PRON
abr-55	20	2	found	find	VERB
abr-55	20	3	that	that	SCONJ
abr-55	20	4	students	student	NOUN
abr-55	20	5	with	with	ADP
abr-55	20	6	poor	poor	ADJ
abr-55	20	7	math	math	NOUN
abr-55	20	8	competence	competence	NOUN
abr-55	20	9	showed	show	VERB
abr-55	20	10	more	more	ADV
abr-55	20	11	sustained	sustained	ADJ
abr-55	20	12	negative	negative	ADJ
abr-55	20	13	attitudes	attitude	NOUN
abr-55	20	14	toward	toward	ADP
abr-55	20	15	statistics	statistic	NOUN
abr-55	20	16	throughout	throughout	ADP
abr-55	20	17	the	the	DET
abr-55	20	18	semester	semester	NOUN
abr-55	20	19	;	;	PUNCT
abr-55	20	20	whereas	whereas	SCONJ
abr-55	20	21	students	student	NOUN
abr-55	20	22	who	who	PRON
abr-55	20	23	did	do	AUX
abr-55	20	24	not	not	PART
abr-55	20	25	fail	fail	VERB
abr-55	20	26	the	the	DET
abr-55	20	27	introductory	introductory	ADJ
abr-55	20	28	statistics	statistic	NOUN
abr-55	20	29	course	course	NOUN
abr-55	20	30	had	have	AUX
abr-55	20	31	improved	improve	VERB
abr-55	20	32	statistical	statistical	ADJ
abr-55	20	33	attitudes	attitude	NOUN
abr-55	20	34	.	.	PUNCT
abr-55	21	1	moreover	moreover	ADV
abr-55	21	2	,	,	PUNCT
abr-55	21	3	anxiety	anxiety	NOUN
abr-55	21	4	toward	toward	ADP
abr-55	21	5	statistics	statistic	NOUN
abr-55	21	6	was	be	AUX
abr-55	21	7	found	find	VERB
abr-55	21	8	among	among	ADP
abr-55	21	9	the	the	DET
abr-55	21	10	students	student	NOUN
abr-55	21	11	that	that	PRON
abr-55	21	12	eventually	eventually	ADV
abr-55	21	13	fail	fail	VERB
abr-55	21	14	the	the	DET
abr-55	21	15	course	course	NOUN
abr-55	21	16	.	.	PUNCT
abr-55	22	1	nasser	nasser	PROPN
abr-55	22	2	(	(	PUNCT
abr-55	22	3	2004	2004	NUM
abr-55	22	4	)	)	PUNCT
abr-55	22	5	also	also	ADV
abr-55	22	6	found	find	VERB
abr-55	22	7	that	that	SCONJ
abr-55	22	8	mathematical	mathematical	ADJ
abr-55	22	9	competence	competence	NOUN
abr-55	22	10	,	,	PUNCT
abr-55	22	11	mathematical	mathematical	ADJ
abr-55	22	12	anxiety	anxiety	NOUN
abr-55	22	13	,	,	PUNCT
abr-55	22	14	attitudes	attitude	NOUN
abr-55	22	15	toward	toward	ADP
abr-55	22	16	mathematics	mathematic	NOUN
abr-55	22	17	and	and	CCONJ
abr-55	22	18	statistics	statistic	NOUN
abr-55	22	19	,	,	PUNCT
abr-55	22	20	and	and	CCONJ
abr-55	22	21	motivation	motivation	NOUN
abr-55	22	22	,	,	PUNCT
abr-55	22	23	together	together	ADV
abr-55	22	24	accounted	account	VERB
abr-55	22	25	for	for	ADP
abr-55	22	26	36	36	NUM
abr-55	22	27	%	%	NOUN
abr-55	22	28	of	of	ADP
abr-55	22	29	the	the	DET
abr-55	22	30	variance	variance	NOUN
abr-55	22	31	in	in	ADP
abr-55	22	32	statistics	statistic	NOUN
abr-55	22	33	performance	performance	NOUN
abr-55	22	34	.	.	PUNCT
abr-55	23	1	it	it	PRON
abr-55	23	2	has	have	AUX
abr-55	23	3	been	be	AUX
abr-55	23	4	reported	report	VERB
abr-55	23	5	that	that	SCONJ
abr-55	23	6	mathematics	mathematic	NOUN
abr-55	23	7	and	and	CCONJ
abr-55	23	8	statistics	statistic	NOUN
abr-55	23	9	are	be	AUX
abr-55	23	10	two	two	NUM
abr-55	23	11	distinct	distinct	ADJ
abr-55	23	12	methodological	methodological	ADJ
abr-55	23	13	disciplines	discipline	NOUN
abr-55	23	14	(	(	PUNCT
abr-55	23	15	gal	gal	ADJ
abr-55	23	16	and	and	CCONJ
abr-55	23	17	garfield	garfield	PROPN
abr-55	23	18	,	,	PUNCT
abr-55	23	19	1997	1997	NUM
abr-55	23	20	;	;	PUNCT
abr-55	23	21	groth	groth	PROPN
abr-55	23	22	,	,	PUNCT
abr-55	23	23	2007	2007	NUM
abr-55	23	24	;	;	PUNCT
abr-55	23	25	moore	moore	PROPN
abr-55	23	26	,	,	PUNCT
abr-55	23	27	1988	1988	NUM
abr-55	23	28	,	,	PUNCT
abr-55	23	29	1992	1992	NUM
abr-55	23	30	)	)	PUNCT
abr-55	23	31	,	,	PUNCT
abr-55	23	32	and	and	CCONJ
abr-55	23	33	statistics	statistic	NOUN
abr-55	23	34	education	education	NOUN
abr-55	23	35	is	be	AUX
abr-55	23	36	a	a	DET
abr-55	23	37	new	new	ADJ
abr-55	23	38	and	and	CCONJ
abr-55	23	39	emerging	emerge	VERB
abr-55	23	40	lai	lai	PROPN
abr-55	23	41	,	,	PUNCT
abr-55	23	42	tanner	tanner	NOUN
abr-55	23	43	,	,	PUNCT
abr-55	23	44	stevens	stevens	PROPN
abr-55	23	45	advances	advance	NOUN
abr-55	23	46	in	in	ADP
abr-55	23	47	business	business	NOUN
abr-55	23	48	research	research	NOUN
abr-55	23	49	2011	2011	NUM
abr-55	23	50	,	,	PUNCT
abr-55	23	51	vol	vol	NOUN
abr-55	23	52	.	.	PROPN
abr-55	23	53	2	2	NUM
abr-55	23	54	,	,	PUNCT
abr-55	23	55	no	no	INTJ
abr-55	23	56	.	.	NOUN
abr-55	23	57	1	1	NUM
abr-55	23	58	,	,	PUNCT
abr-55	23	59	115	115	NUM
abr-55	23	60	-	-	SYM
abr-55	23	61	124	124	NUM
abr-55	23	62	116	116	NUM
abr-55	23	63	discipline	discipline	NOUN
abr-55	23	64	(	(	PUNCT
abr-55	23	65	zieffler	zieffler	NOUN
abr-55	23	66	et	et	PROPN
abr-55	23	67	al	al	PROPN
abr-55	23	68	.	.	PROPN
abr-55	23	69	,	,	PUNCT
abr-55	23	70	2008	2008	NUM
abr-55	23	71	)	)	PUNCT
abr-55	23	72	.	.	PUNCT
abr-55	24	1	given	give	VERB
abr-55	24	2	the	the	DET
abr-55	24	3	disciplinary	disciplinary	ADJ
abr-55	24	4	differences	difference	NOUN
abr-55	24	5	between	between	ADP
abr-55	24	6	mathematics	mathematic	NOUN
abr-55	24	7	and	and	CCONJ
abr-55	24	8	statistics	statistic	NOUN
abr-55	24	9	outlined	outline	VERB
abr-55	24	10	by	by	ADP
abr-55	24	11	gal	gal	PROPN
abr-55	24	12	and	and	CCONJ
abr-55	24	13	garfield	garfield	PROPN
abr-55	24	14	(	(	PUNCT
abr-55	24	15	1997	1997	NUM
abr-55	24	16	)	)	PUNCT
abr-55	24	17	,	,	PUNCT
abr-55	24	18	it	it	PRON
abr-55	24	19	seems	seem	VERB
abr-55	24	20	rational	rational	ADJ
abr-55	24	21	that	that	SCONJ
abr-55	24	22	statistics	statistic	NOUN
abr-55	24	23	education	education	NOUN
abr-55	24	24	should	should	AUX
abr-55	24	25	shift	shift	VERB
abr-55	24	26	its	its	PRON
abr-55	24	27	focus	focus	NOUN
abr-55	24	28	from	from	ADP
abr-55	24	29	mathematical	mathematical	ADJ
abr-55	24	30	computation	computation	NOUN
abr-55	24	31	and	and	CCONJ
abr-55	24	32	procedure	procedure	NOUN
abr-55	24	33	to	to	ADP
abr-55	24	34	an	an	DET
abr-55	24	35	emphasis	emphasis	NOUN
abr-55	24	36	on	on	ADP
abr-55	24	37	statistical	statistical	ADJ
abr-55	24	38	literacy	literacy	NOUN
abr-55	24	39	,	,	PUNCT
abr-55	24	40	statistical	statistical	ADJ
abr-55	24	41	reasoning	reasoning	NOUN
abr-55	24	42	,	,	PUNCT
abr-55	24	43	and	and	CCONJ
abr-55	24	44	statistical	statistical	ADJ
abr-55	24	45	thinking	thinking	NOUN
abr-55	24	46	(	(	PUNCT
abr-55	24	47	garfield	garfield	PROPN
abr-55	24	48	,	,	PUNCT
abr-55	24	49	2003	2003	NUM
abr-55	24	50	;	;	PUNCT
abr-55	24	51	jeffries	jeffrie	NOUN
abr-55	24	52	,	,	PUNCT
abr-55	24	53	2001	2001	NUM
abr-55	24	54	;	;	PUNCT
abr-55	24	55	moore	moore	PROPN
abr-55	24	56	,	,	PUNCT
abr-55	24	57	1997	1997	NUM
abr-55	24	58	;	;	PUNCT
abr-55	24	59	tempelaar	tempelaar	NOUN
abr-55	24	60	et	et	PROPN
abr-55	24	61	al	al	PROPN
abr-55	24	62	.	.	PROPN
abr-55	24	63	,	,	PUNCT
abr-55	24	64	2007	2007	NUM
abr-55	24	65	)	)	PUNCT
abr-55	24	66	.	.	PUNCT
abr-55	25	1	to	to	PART
abr-55	25	2	address	address	VERB
abr-55	25	3	whether	whether	SCONJ
abr-55	25	4	statistics	statistic	NOUN
abr-55	25	5	education	education	NOUN
abr-55	25	6	is	be	AUX
abr-55	25	7	a	a	DET
abr-55	25	8	new	new	ADJ
abr-55	25	9	and	and	CCONJ
abr-55	25	10	emerging	emerge	VERB
abr-55	25	11	paradigm	paradigm	NOUN
abr-55	25	12	calling	call	VERB
abr-55	25	13	for	for	ADP
abr-55	25	14	vastly	vastly	ADV
abr-55	25	15	different	different	ADJ
abr-55	25	16	pedagogies	pedagogy	NOUN
abr-55	25	17	from	from	ADP
abr-55	25	18	mathematics	mathematic	NOUN
abr-55	25	19	education	education	NOUN
abr-55	25	20	,	,	PUNCT
abr-55	25	21	the	the	DET
abr-55	25	22	present	present	ADJ
abr-55	25	23	study	study	NOUN
abr-55	25	24	focuses	focus	VERB
abr-55	25	25	on	on	ADP
abr-55	25	26	the	the	DET
abr-55	25	27	relationship	relationship	NOUN
abr-55	25	28	between	between	ADP
abr-55	25	29	mathematical	mathematical	ADJ
abr-55	25	30	competence	competence	NOUN
abr-55	25	31	and	and	CCONJ
abr-55	25	32	statistics	statistic	NOUN
abr-55	25	33	performance	performance	NOUN
abr-55	25	34	.	.	PUNCT
abr-55	26	1	specifically	specifically	ADV
abr-55	26	2	,	,	PUNCT
abr-55	26	3	this	this	DET
abr-55	26	4	research	research	NOUN
abr-55	26	5	investigates	investigate	VERB
abr-55	26	6	the	the	DET
abr-55	26	7	relationship	relationship	NOUN
abr-55	26	8	between	between	ADP
abr-55	26	9	undergraduate	undergraduate	ADJ
abr-55	26	10	business	business	NOUN
abr-55	26	11	students	student	NOUN
abr-55	26	12	’	'	PUNCT
abr-55	26	13	mathematical	mathematical	ADJ
abr-55	26	14	competence	competence	NOUN
abr-55	26	15	measured	measure	VERB
abr-55	26	16	by	by	ADP
abr-55	26	17	american	american	PROPN
abr-55	26	18	college	college	PROPN
abr-55	26	19	testing	testing	NOUN
abr-55	26	20	(	(	PUNCT
abr-55	26	21	“	"	PUNCT
abr-55	26	22	act	act	NOUN
abr-55	26	23	”	"	PUNCT
abr-55	26	24	)	)	PUNCT
abr-55	26	25	math	math	NOUN
abr-55	26	26	score	score	NOUN
abr-55	26	27	,	,	PUNCT
abr-55	26	28	their	their	PRON
abr-55	26	29	grades	grade	NOUN
abr-55	26	30	in	in	ADP
abr-55	26	31	remedial	remedial	ADJ
abr-55	26	32	and	and	CCONJ
abr-55	26	33	required	required	ADJ
abr-55	26	34	mathematics	mathematics	NOUN
abr-55	26	35	courses	course	NOUN
abr-55	26	36	and	and	CCONJ
abr-55	26	37	their	their	PRON
abr-55	26	38	performance	performance	NOUN
abr-55	26	39	(	(	PUNCT
abr-55	26	40	as	as	SCONJ
abr-55	26	41	measured	measure	VERB
abr-55	26	42	by	by	ADP
abr-55	26	43	final	final	ADJ
abr-55	26	44	grade	grade	NOUN
abr-55	26	45	)	)	PUNCT
abr-55	26	46	in	in	ADP
abr-55	26	47	required	require	VERB
abr-55	26	48	business	business	NOUN
abr-55	26	49	statistics	statistic	NOUN
abr-55	26	50	courses	course	NOUN
abr-55	26	51	.	.	PUNCT
abr-55	27	1	since	since	SCONJ
abr-55	27	2	the	the	DET
abr-55	27	3	authors	author	NOUN
abr-55	27	4	work	work	VERB
abr-55	27	5	in	in	ADP
abr-55	27	6	a	a	DET
abr-55	27	7	department	department	NOUN
abr-55	27	8	offering	offer	VERB
abr-55	27	9	the	the	DET
abr-55	27	10	undergraduate	undergraduate	NOUN
abr-55	27	11	degree	degree	NOUN
abr-55	27	12	in	in	ADP
abr-55	27	13	management	management	NOUN
abr-55	27	14	information	information	NOUN
abr-55	27	15	systems	system	NOUN
abr-55	27	16	(	(	PUNCT
abr-55	27	17	“	"	PUNCT
abr-55	27	18	mis	mis	X
abr-55	27	19	”	"	PUNCT
abr-55	27	20	)	)	PUNCT
abr-55	27	21	,	,	PUNCT
abr-55	27	22	the	the	DET
abr-55	27	23	primary	primary	ADJ
abr-55	27	24	interest	interest	NOUN
abr-55	27	25	was	be	AUX
abr-55	27	26	in	in	ADP
abr-55	27	27	determining	determine	VERB
abr-55	27	28	the	the	DET
abr-55	27	29	effects	effect	NOUN
abr-55	27	30	of	of	ADP
abr-55	27	31	mathematics	mathematic	NOUN
abr-55	27	32	preparation	preparation	NOUN
abr-55	27	33	on	on	ADP
abr-55	27	34	statistics	statistic	NOUN
abr-55	27	35	performance	performance	NOUN
abr-55	27	36	for	for	ADP
abr-55	27	37	students	student	NOUN
abr-55	27	38	majoring	major	VERB
abr-55	27	39	in	in	ADP
abr-55	27	40	mis	mis	PROPN
abr-55	27	41	.	.	PUNCT
abr-55	28	1	therefore	therefore	ADV
abr-55	28	2	,	,	PUNCT
abr-55	28	3	this	this	DET
abr-55	28	4	study	study	NOUN
abr-55	28	5	investigates	investigate	VERB
abr-55	28	6	the	the	DET
abr-55	28	7	following	follow	VERB
abr-55	28	8	research	research	NOUN
abr-55	28	9	questions	question	NOUN
abr-55	28	10	:	:	PUNCT
abr-55	28	11	1	1	X
abr-55	28	12	.	.	PUNCT
abr-55	28	13	does	do	AUX
abr-55	28	14	an	an	DET
abr-55	28	15	undergraduate	undergraduate	ADJ
abr-55	28	16	mis	mis	PROPN
abr-55	28	17	student	student	NOUN
abr-55	28	18	’s	’s	PART
abr-55	28	19	act	act	PROPN
abr-55	28	20	math	math	NOUN
abr-55	28	21	score	score	NOUN
abr-55	28	22	have	have	VERB
abr-55	28	23	any	any	DET
abr-55	28	24	effect	effect	NOUN
abr-55	28	25	on	on	ADP
abr-55	28	26	their	their	PRON
abr-55	28	27	final	final	ADJ
abr-55	28	28	grades	grade	NOUN
abr-55	28	29	in	in	ADP
abr-55	28	30	business	business	NOUN
abr-55	28	31	statistics	statistic	NOUN
abr-55	28	32	courses	course	NOUN
abr-55	28	33	?	?	PUNCT
abr-55	29	1	2	2	X
abr-55	29	2	.	.	X
abr-55	29	3	does	do	AUX
abr-55	29	4	an	an	DET
abr-55	29	5	undergraduate	undergraduate	ADJ
abr-55	29	6	mis	mis	PROPN
abr-55	29	7	student	student	NOUN
abr-55	29	8	’s	’s	PART
abr-55	29	9	success	success	NOUN
abr-55	29	10	in	in	ADP
abr-55	29	11	a	a	DET
abr-55	29	12	remedial	remedial	ADJ
abr-55	29	13	mathematics	mathematics	NOUN
abr-55	29	14	course	course	NOUN
abr-55	29	15	have	have	VERB
abr-55	29	16	any	any	DET
abr-55	29	17	effect	effect	NOUN
abr-55	29	18	on	on	ADP
abr-55	29	19	their	their	PRON
abr-55	29	20	final	final	ADJ
abr-55	29	21	grades	grade	NOUN
abr-55	29	22	in	in	ADP
abr-55	29	23	business	business	NOUN
abr-55	29	24	statistics	statistic	NOUN
abr-55	29	25	courses	course	NOUN
abr-55	29	26	?	?	PUNCT
abr-55	30	1	3	3	X
abr-55	30	2	.	.	X
abr-55	30	3	does	do	AUX
abr-55	30	4	an	an	DET
abr-55	30	5	undergraduate	undergraduate	ADJ
abr-55	30	6	mis	mis	PROPN
abr-55	30	7	student	student	NOUN
abr-55	30	8	’s	’s	PART
abr-55	30	9	success	success	NOUN
abr-55	30	10	in	in	ADP
abr-55	30	11	other	other	ADJ
abr-55	30	12	required	require	VERB
abr-55	30	13	mathematics	mathematics	NOUN
abr-55	30	14	courses	course	NOUN
abr-55	30	15	have	have	VERB
abr-55	30	16	any	any	DET
abr-55	30	17	effect	effect	NOUN
abr-55	30	18	on	on	ADP
abr-55	30	19	their	their	PRON
abr-55	30	20	final	final	ADJ
abr-55	30	21	grades	grade	NOUN
abr-55	30	22	in	in	ADP
abr-55	30	23	business	business	NOUN
abr-55	30	24	statistics	statistic	NOUN
abr-55	30	25	courses	course	NOUN
abr-55	30	26	?	?	PUNCT
abr-55	31	1	literature	literature	NOUN
abr-55	31	2	review	review	PROPN
abr-55	31	3	lalonde	lalonde	NOUN
abr-55	31	4	and	and	CCONJ
abr-55	31	5	gardner	gardner	NOUN
abr-55	31	6	(	(	PUNCT
abr-55	31	7	1993	1993	NUM
abr-55	31	8	)	)	PUNCT
abr-55	31	9	examined	examine	VERB
abr-55	31	10	various	various	ADJ
abr-55	31	11	factors	factor	NOUN
abr-55	31	12	in	in	ADP
abr-55	31	13	relation	relation	NOUN
abr-55	31	14	to	to	ADP
abr-55	31	15	statistics	statistic	NOUN
abr-55	31	16	performance	performance	NOUN
abr-55	31	17	of	of	ADP
abr-55	31	18	psychology	psychology	NOUN
abr-55	31	19	students	student	NOUN
abr-55	31	20	in	in	ADP
abr-55	31	21	an	an	DET
abr-55	31	22	introductory	introductory	ADJ
abr-55	31	23	statistics	statistic	NOUN
abr-55	31	24	course	course	NOUN
abr-55	31	25	.	.	PUNCT
abr-55	32	1	factors	factor	NOUN
abr-55	32	2	in	in	ADP
abr-55	32	3	three	three	NUM
abr-55	32	4	classes	class	NOUN
abr-55	32	5	(	(	PUNCT
abr-55	32	6	aptitude	aptitude	NOUN
abr-55	32	7	,	,	PUNCT
abr-55	32	8	situational	situational	ADJ
abr-55	32	9	anxiety	anxiety	NOUN
abr-55	32	10	,	,	PUNCT
abr-55	32	11	and	and	CCONJ
abr-55	32	12	attitudinal	attitudinal	ADJ
abr-55	32	13	-	-	PUNCT
abr-55	32	14	motivational	motivational	NOUN
abr-55	32	15	characteristics	characteristic	NOUN
abr-55	32	16	)	)	PUNCT
abr-55	32	17	were	be	AUX
abr-55	32	18	used	use	VERB
abr-55	32	19	.	.	PUNCT
abr-55	33	1	mathematical	mathematical	ADJ
abr-55	33	2	aptitude	aptitude	NOUN
abr-55	33	3	factors	factor	NOUN
abr-55	33	4	include	include	VERB
abr-55	33	5	mathematics	mathematic	NOUN
abr-55	33	6	background	background	NOUN
abr-55	33	7	level	level	NOUN
abr-55	33	8	ranging	range	VERB
abr-55	33	9	from	from	ADP
abr-55	33	10	low	low	ADJ
abr-55	33	11	to	to	ADP
abr-55	33	12	high	high	ADJ
abr-55	33	13	,	,	PUNCT
abr-55	33	14	and	and	CCONJ
abr-55	33	15	a	a	DET
abr-55	33	16	10	10	NUM
abr-55	33	17	-	-	PUNCT
abr-55	33	18	question	question	NOUN
abr-55	33	19	test	test	NOUN
abr-55	33	20	designed	design	VERB
abr-55	33	21	to	to	PART
abr-55	33	22	measure	measure	VERB
abr-55	33	23	basic	basic	ADJ
abr-55	33	24	mathematical	mathematical	ADJ
abr-55	33	25	ability	ability	NOUN
abr-55	33	26	.	.	PUNCT
abr-55	34	1	their	their	PRON
abr-55	34	2	correlation	correlation	NOUN
abr-55	34	3	analysis	analysis	NOUN
abr-55	34	4	revealed	reveal	VERB
abr-55	34	5	that	that	SCONJ
abr-55	34	6	mathematical	mathematical	ADJ
abr-55	34	7	background	background	NOUN
abr-55	34	8	was	be	AUX
abr-55	34	9	positively	positively	ADV
abr-55	34	10	correlated	correlate	VERB
abr-55	34	11	(	(	PUNCT
abr-55	34	12	r	r	NOUN
abr-55	34	13	=	=	PUNCT
abr-55	34	14	+	+	NOUN
abr-55	34	15	.37	.37	NUM
abr-55	34	16	)	)	PUNCT
abr-55	34	17	with	with	ADP
abr-55	34	18	statistics	statistic	NOUN
abr-55	34	19	performance	performance	NOUN
abr-55	34	20	.	.	PUNCT
abr-55	35	1	similarly	similarly	ADV
abr-55	35	2	,	,	PUNCT
abr-55	35	3	score	score	VERB
abr-55	35	4	on	on	ADP
abr-55	35	5	a	a	DET
abr-55	35	6	basic	basic	ADJ
abr-55	35	7	mathematics	mathematics	NOUN
abr-55	35	8	test	test	NOUN
abr-55	35	9	was	be	AUX
abr-55	35	10	also	also	ADV
abr-55	35	11	positively	positively	ADV
abr-55	35	12	correlated	correlate	VERB
abr-55	35	13	(	(	PUNCT
abr-55	35	14	r	r	NOUN
abr-55	35	15	=	=	SYM
abr-55	35	16	+	+	NOUN
abr-55	35	17	.29	.29	NUM
abr-55	35	18	)	)	PUNCT
abr-55	35	19	with	with	ADP
abr-55	35	20	statistics	statistic	NOUN
abr-55	35	21	performance	performance	NOUN
abr-55	35	22	.	.	PUNCT
abr-55	36	1	galagedera	galagedera	NOUN
abr-55	36	2	(	(	PUNCT
abr-55	36	3	1998	1998	NUM
abr-55	36	4	)	)	PUNCT
abr-55	36	5	investigated	investigate	VERB
abr-55	36	6	the	the	DET
abr-55	36	7	influences	influence	NOUN
abr-55	36	8	of	of	ADP
abr-55	36	9	a	a	DET
abr-55	36	10	remedial	remedial	ADJ
abr-55	36	11	mathematics	mathematics	NOUN
abr-55	36	12	course	course	NOUN
abr-55	36	13	on	on	ADP
abr-55	36	14	success	success	NOUN
abr-55	36	15	in	in	ADP
abr-55	36	16	an	an	DET
abr-55	36	17	elementary	elementary	ADJ
abr-55	36	18	statistics	statistic	NOUN
abr-55	36	19	course	course	NOUN
abr-55	36	20	,	,	PUNCT
abr-55	36	21	where	where	SCONJ
abr-55	36	22	the	the	DET
abr-55	36	23	remedial	remedial	ADJ
abr-55	36	24	mathematics	mathematic	NOUN
abr-55	36	25	course	course	NOUN
abr-55	36	26	was	be	AUX
abr-55	36	27	required	require	VERB
abr-55	36	28	by	by	ADP
abr-55	36	29	students	student	NOUN
abr-55	36	30	who	who	PRON
abr-55	36	31	failed	fail	VERB
abr-55	36	32	to	to	PART
abr-55	36	33	satisfy	satisfy	VERB
abr-55	36	34	the	the	DET
abr-55	36	35	entry	entry	NOUN
abr-55	36	36	requirements	requirement	NOUN
abr-55	36	37	for	for	ADP
abr-55	36	38	mathematics	mathematic	NOUN
abr-55	36	39	.	.	PUNCT
abr-55	37	1	regression	regression	NOUN
abr-55	37	2	analysis	analysis	NOUN
abr-55	37	3	suggested	suggest	VERB
abr-55	37	4	that	that	SCONJ
abr-55	37	5	the	the	DET
abr-55	37	6	performance	performance	NOUN
abr-55	37	7	in	in	ADP
abr-55	37	8	the	the	DET
abr-55	37	9	remedial	remedial	ADJ
abr-55	37	10	mathematics	mathematic	NOUN
abr-55	37	11	course	course	NOUN
abr-55	37	12	tended	tend	VERB
abr-55	37	13	to	to	PART
abr-55	37	14	be	be	AUX
abr-55	37	15	positively	positively	ADV
abr-55	37	16	correlated	correlate	VERB
abr-55	37	17	with	with	ADP
abr-55	37	18	the	the	DET
abr-55	37	19	statistic	statistic	ADJ
abr-55	37	20	score	score	NOUN
abr-55	37	21	.	.	PUNCT
abr-55	38	1	musch	musch	PROPN
abr-55	38	2	and	and	CCONJ
abr-55	38	3	broder	broder	X
abr-55	38	4	(	(	PUNCT
abr-55	38	5	1999	1999	NUM
abr-55	38	6	)	)	PUNCT
abr-55	38	7	conducted	conduct	VERB
abr-55	38	8	a	a	DET
abr-55	38	9	study	study	NOUN
abr-55	38	10	to	to	PART
abr-55	38	11	determine	determine	VERB
abr-55	38	12	the	the	DET
abr-55	38	13	relative	relative	ADJ
abr-55	38	14	contribution	contribution	NOUN
abr-55	38	15	of	of	ADP
abr-55	38	16	test	test	NOUN
abr-55	38	17	anxiety	anxiety	NOUN
abr-55	38	18	,	,	PUNCT
abr-55	38	19	study	study	NOUN
abr-55	38	20	habits	habit	NOUN
abr-55	38	21	,	,	PUNCT
abr-55	38	22	and	and	CCONJ
abr-55	38	23	math	math	NOUN
abr-55	38	24	skills	skill	NOUN
abr-55	38	25	to	to	ADP
abr-55	38	26	the	the	DET
abr-55	38	27	performance	performance	NOUN
abr-55	38	28	of	of	ADP
abr-55	38	29	66	66	NUM
abr-55	38	30	students	student	NOUN
abr-55	38	31	on	on	ADP
abr-55	38	32	a	a	DET
abr-55	38	33	statistics	statistic	NOUN
abr-55	38	34	exam	exam	NOUN
abr-55	38	35	.	.	PUNCT
abr-55	39	1	regression	regression	NOUN
abr-55	39	2	analysis	analysis	NOUN
abr-55	39	3	revealed	reveal	VERB
abr-55	39	4	that	that	SCONJ
abr-55	39	5	all	all	DET
abr-55	39	6	three	three	NUM
abr-55	39	7	variables	variable	NOUN
abr-55	39	8	together	together	ADV
abr-55	39	9	explained	explain	VERB
abr-55	39	10	about	about	ADV
abr-55	39	11	25	25	NUM
abr-55	39	12	%	%	NOUN
abr-55	39	13	of	of	ADP
abr-55	39	14	the	the	DET
abr-55	39	15	variance	variance	NOUN
abr-55	39	16	in	in	ADP
abr-55	39	17	the	the	DET
abr-55	39	18	final	final	ADJ
abr-55	39	19	statistics	statistic	NOUN
abr-55	39	20	exam	exam	NOUN
abr-55	39	21	score	score	NOUN
abr-55	39	22	,	,	PUNCT
abr-55	39	23	while	while	SCONJ
abr-55	39	24	math	math	NOUN
abr-55	39	25	skills	skill	NOUN
abr-55	39	26	explained	explain	VERB
abr-55	39	27	17	17	NUM
abr-55	39	28	%	%	NOUN
abr-55	39	29	of	of	ADP
abr-55	39	30	the	the	DET
abr-55	39	31	variance	variance	NOUN
abr-55	39	32	and	and	CCONJ
abr-55	39	33	contributed	contribute	VERB
abr-55	39	34	significantly	significantly	ADV
abr-55	39	35	to	to	ADP
abr-55	39	36	exam	exam	NOUN
abr-55	39	37	performance	performance	NOUN
abr-55	39	38	.	.	PUNCT
abr-55	40	1	johnson	johnson	PROPN
abr-55	40	2	and	and	CCONJ
abr-55	40	3	kuennen	kuennen	PROPN
abr-55	40	4	(	(	PUNCT
abr-55	40	5	2006	2006	NUM
abr-55	40	6	)	)	PUNCT
abr-55	40	7	conducted	conduct	VERB
abr-55	40	8	an	an	DET
abr-55	40	9	ordered	order	VERB
abr-55	40	10	probit	probit	NOUN
abr-55	40	11	regression	regression	NOUN
abr-55	40	12	to	to	PART
abr-55	40	13	identify	identify	VERB
abr-55	40	14	factors	factor	NOUN
abr-55	40	15	that	that	PRON
abr-55	40	16	contributed	contribute	VERB
abr-55	40	17	to	to	PART
abr-55	40	18	undergraduate	undergraduate	VERB
abr-55	40	19	students	student	NOUN
abr-55	40	20	’	'	PUNCT
abr-55	40	21	success	success	NOUN
abr-55	40	22	in	in	ADP
abr-55	40	23	an	an	DET
abr-55	40	24	introductory	introductory	ADJ
abr-55	40	25	business	business	NOUN
abr-55	40	26	statistics	statistic	NOUN
abr-55	40	27	course	course	NOUN
abr-55	40	28	,	,	PUNCT
abr-55	40	29	as	as	SCONJ
abr-55	40	30	measured	measure	VERB
abr-55	40	31	by	by	ADP
abr-55	40	32	final	final	ADJ
abr-55	40	33	grade	grade	NOUN
abr-55	40	34	in	in	ADP
abr-55	40	35	the	the	DET
abr-55	40	36	course	course	NOUN
abr-55	40	37	.	.	PUNCT
abr-55	41	1	independent	independent	ADJ
abr-55	41	2	variables	variable	NOUN
abr-55	41	3	included	include	VERB
abr-55	41	4	(	(	PUNCT
abr-55	41	5	1	1	X
abr-55	41	6	)	)	PUNCT
abr-55	41	7	whether	whether	SCONJ
abr-55	41	8	the	the	DET
abr-55	41	9	student	student	NOUN
abr-55	41	10	had	have	AUX
abr-55	41	11	taken	take	VERB
abr-55	41	12	calculus	calculus	NOUN
abr-55	41	13	or	or	CCONJ
abr-55	41	14	business	business	NOUN
abr-55	41	15	calculus	calculus	NOUN
abr-55	41	16	,	,	PUNCT
abr-55	41	17	(	(	PUNCT
abr-55	41	18	2	2	X
abr-55	41	19	)	)	PUNCT
abr-55	41	20	whether	whether	SCONJ
abr-55	41	21	the	the	DET
abr-55	41	22	student	student	NOUN
abr-55	41	23	had	have	AUX
abr-55	41	24	taken	take	VERB
abr-55	41	25	compulsory	compulsory	ADJ
abr-55	41	26	remedial	remedial	ADJ
abr-55	41	27	mathematics	mathematic	NOUN
abr-55	41	28	,	,	PUNCT
abr-55	41	29	(	(	PUNCT
abr-55	41	30	3	3	X
abr-55	41	31	)	)	PUNCT
abr-55	41	32	score	score	NOUN
abr-55	41	33	on	on	ADP
abr-55	41	34	a	a	DET
abr-55	41	35	basic	basic	ADJ
abr-55	41	36	math	math	NOUN
abr-55	41	37	skills	skill	NOUN
abr-55	41	38	test	test	NOUN
abr-55	41	39	,	,	PUNCT
abr-55	41	40	(	(	PUNCT
abr-55	41	41	4	4	X
abr-55	41	42	)	)	PUNCT
abr-55	41	43	act	act	NOUN
abr-55	41	44	math	math	NOUN
abr-55	41	45	score	score	NOUN
abr-55	41	46	,	,	PUNCT
abr-55	41	47	and	and	CCONJ
abr-55	41	48	(	(	PUNCT
abr-55	41	49	5	5	NUM
abr-55	41	50	)	)	PUNCT
abr-55	41	51	act	act	NOUN
abr-55	41	52	science	science	NOUN
abr-55	41	53	/	/	SYM
abr-55	41	54	reasoning	reasoning	NOUN
abr-55	41	55	score	score	NOUN
abr-55	41	56	.	.	PUNCT
abr-55	42	1	they	they	PRON
abr-55	42	2	identified	identify	VERB
abr-55	42	3	that	that	SCONJ
abr-55	42	4	the	the	DET
abr-55	42	5	most	most	ADV
abr-55	42	6	important	important	ADJ
abr-55	42	7	determinants	determinant	NOUN
abr-55	42	8	of	of	ADP
abr-55	42	9	student	student	NOUN
abr-55	42	10	statistics	statistic	NOUN
abr-55	42	11	performance	performance	NOUN
abr-55	42	12	are	be	AUX
abr-55	42	13	gpa	gpa	PROPN
abr-55	42	14	,	,	PUNCT
abr-55	42	15	the	the	DET
abr-55	42	16	act	act	NOUN
abr-55	42	17	science	science	NOUN
abr-55	42	18	score	score	NOUN
abr-55	42	19	,	,	PUNCT
abr-55	42	20	the	the	DET
abr-55	42	21	basic	basic	ADJ
abr-55	42	22	math	math	NOUN
abr-55	42	23	quiz	quiz	PROPN
abr-55	42	24	score	score	NOUN
abr-55	42	25	,	,	PUNCT
abr-55	42	26	gender	gender	NOUN
abr-55	42	27	,	,	PUNCT
abr-55	42	28	and	and	CCONJ
abr-55	42	29	professor	professor	NOUN
abr-55	42	30	.	.	PUNCT
abr-55	43	1	silvia	silvia	PROPN
abr-55	43	2	et	et	PROPN
abr-55	43	3	al	al	PROPN
abr-55	43	4	.	.	PROPN
abr-55	43	5	,	,	PUNCT
abr-55	43	6	(	(	PUNCT
abr-55	43	7	2008	2008	NUM
abr-55	43	8	)	)	PUNCT
abr-55	43	9	investigated	investigate	VERB
abr-55	43	10	the	the	DET
abr-55	43	11	factors	factor	NOUN
abr-55	43	12	linked	link	VERB
abr-55	43	13	to	to	ADP
abr-55	43	14	the	the	DET
abr-55	43	15	difficulties	difficulty	NOUN
abr-55	43	16	encountered	encounter	VERB
abr-55	43	17	by	by	ADP
abr-55	43	18	442	442	NUM
abr-55	43	19	psychology	psychology	NOUN
abr-55	43	20	students	student	NOUN
abr-55	43	21	in	in	ADP
abr-55	43	22	introductory	introductory	ADJ
abr-55	43	23	statistics	statistic	NOUN
abr-55	43	24	courses	course	NOUN
abr-55	43	25	,	,	PUNCT
abr-55	43	26	using	use	VERB
abr-55	43	27	a	a	DET
abr-55	43	28	between	between	ADP
abr-55	43	29	-	-	PUNCT
abr-55	43	30	subject	subject	NOUN
abr-55	43	31	design	design	NOUN
abr-55	43	32	:	:	PUNCT
abr-55	43	33	those	those	PRON
abr-55	43	34	who	who	PRON
abr-55	43	35	never	never	ADV
abr-55	43	36	failed	fail	VERB
abr-55	43	37	the	the	DET
abr-55	43	38	final	final	ADJ
abr-55	43	39	exam	exam	NOUN
abr-55	43	40	and	and	CCONJ
abr-55	43	41	those	those	PRON
abr-55	43	42	who	who	PRON
abr-55	43	43	failed	fail	VERB
abr-55	43	44	at	at	ADP
abr-55	43	45	least	least	ADJ
abr-55	43	46	once	once	ADV
abr-55	43	47	before	before	ADP
abr-55	43	48	passing	pass	VERB
abr-55	43	49	it	it	PRON
abr-55	43	50	.	.	PUNCT
abr-55	44	1	factors	factor	NOUN
abr-55	44	2	investigated	investigate	VERB
abr-55	44	3	included	include	VERB
abr-55	44	4	math	math	NOUN
abr-55	44	5	background	background	NOUN
abr-55	44	6	,	,	PUNCT
abr-55	44	7	math	math	NOUN
abr-55	44	8	competence	competence	NOUN
abr-55	44	9	,	,	PUNCT
abr-55	44	10	and	and	CCONJ
abr-55	44	11	attitude	attitude	NOUN
abr-55	44	12	and	and	CCONJ
abr-55	44	13	anxiety	anxiety	NOUN
abr-55	44	14	toward	toward	ADP
abr-55	44	15	statistics	statistic	NOUN
abr-55	44	16	.	.	PUNCT
abr-55	45	1	from	from	ADP
abr-55	45	2	t	t	PROPN
abr-55	45	3	tests	test	NOUN
abr-55	45	4	,	,	PUNCT
abr-55	45	5	they	they	PRON
abr-55	45	6	found	find	VERB
abr-55	45	7	that	that	SCONJ
abr-55	45	8	students	student	NOUN
abr-55	45	9	’	'	PUNCT
abr-55	45	10	math	math	NOUN
abr-55	45	11	background	background	NOUN
abr-55	45	12	and	and	CCONJ
abr-55	45	13	competence	competence	NOUN
abr-55	45	14	had	have	VERB
abr-55	45	15	a	a	DET
abr-55	45	16	statistically	statistically	ADV
abr-55	45	17	significant	significant	ADJ
abr-55	45	18	effect	effect	NOUN
abr-55	45	19	on	on	ADP
abr-55	45	20	their	their	PRON
abr-55	45	21	final	final	ADJ
abr-55	45	22	statistics	statistic	NOUN
abr-55	45	23	performance	performance	NOUN
abr-55	45	24	.	.	PUNCT
abr-55	46	1	moreover	moreover	ADV
abr-55	46	2	,	,	PUNCT
abr-55	46	3	students	student	NOUN
abr-55	46	4	who	who	PRON
abr-55	46	5	enrolled	enrol	VERB
abr-55	46	6	in	in	ADP
abr-55	46	7	the	the	DET
abr-55	46	8	course	course	NOUN
abr-55	46	9	without	without	ADP
abr-55	46	10	an	an	DET
abr-55	46	11	adequate	adequate	ADJ
abr-55	46	12	level	level	NOUN
abr-55	46	13	of	of	ADP
abr-55	46	14	mathematical	mathematical	ADJ
abr-55	46	15	lai	lai	PROPN
abr-55	46	16	,	,	PUNCT
abr-55	46	17	tanner	tanner	NOUN
abr-55	46	18	,	,	PUNCT
abr-55	46	19	stevens	stevens	PROPN
abr-55	46	20	advances	advance	NOUN
abr-55	46	21	in	in	ADP
abr-55	46	22	business	business	NOUN
abr-55	46	23	research	research	NOUN
abr-55	46	24	2011	2011	NUM
abr-55	46	25	,	,	PUNCT
abr-55	46	26	vol	vol	NOUN
abr-55	46	27	.	.	PROPN
abr-55	46	28	2	2	NUM
abr-55	46	29	,	,	PUNCT
abr-55	46	30	no	no	INTJ
abr-55	46	31	.	.	NOUN
abr-55	46	32	1	1	NUM
abr-55	46	33	,	,	PUNCT
abr-55	46	34	115	115	NUM
abr-55	46	35	-	-	SYM
abr-55	46	36	124	124	NUM
abr-55	46	37	117	117	NUM
abr-55	46	38	competence	competence	NOUN
abr-55	46	39	showed	show	VERB
abr-55	46	40	more	more	ADV
abr-55	46	41	negative	negative	ADJ
abr-55	46	42	attitudes	attitude	NOUN
abr-55	46	43	and	and	CCONJ
abr-55	46	44	high	high	ADJ
abr-55	46	45	anxiety	anxiety	NOUN
abr-55	46	46	toward	toward	ADP
abr-55	46	47	statistics	statistic	NOUN
abr-55	46	48	learning	learning	NOUN
abr-55	46	49	,	,	PUNCT
abr-55	46	50	and	and	CCONJ
abr-55	46	51	such	such	ADJ
abr-55	46	52	negative	negative	ADJ
abr-55	46	53	attitudes	attitude	NOUN
abr-55	46	54	failed	fail	VERB
abr-55	46	55	to	to	PART
abr-55	46	56	change	change	VERB
abr-55	46	57	throughout	throughout	ADP
abr-55	46	58	the	the	DET
abr-55	46	59	semester	semester	NOUN
abr-55	46	60	.	.	PUNCT
abr-55	47	1	tanner	tanner	NOUN
abr-55	47	2	et	et	PROPN
abr-55	47	3	al	al	PROPN
abr-55	47	4	.	.	PROPN
abr-55	47	5	,	,	PUNCT
abr-55	47	6	(	(	PUNCT
abr-55	47	7	2009	2009	NUM
abr-55	47	8	)	)	PUNCT
abr-55	47	9	examined	examine	VERB
abr-55	47	10	the	the	DET
abr-55	47	11	relationship	relationship	NOUN
abr-55	47	12	between	between	ADP
abr-55	47	13	undergraduate	undergraduate	ADJ
abr-55	47	14	business	business	NOUN
abr-55	47	15	students	student	NOUN
abr-55	47	16	’	'	PUNCT
abr-55	47	17	math	math	NOUN
abr-55	47	18	skills	skill	NOUN
abr-55	47	19	and	and	CCONJ
abr-55	47	20	their	their	PRON
abr-55	47	21	performance	performance	NOUN
abr-55	47	22	in	in	ADP
abr-55	47	23	a	a	DET
abr-55	47	24	business	business	NOUN
abr-55	47	25	statistics	statistic	NOUN
abr-55	47	26	course	course	NOUN
abr-55	47	27	.	.	PUNCT
abr-55	48	1	the	the	DET
abr-55	48	2	basic	basic	ADJ
abr-55	48	3	math	math	NOUN
abr-55	48	4	/	/	SYM
abr-55	48	5	computational	computational	ADJ
abr-55	48	6	skills	skill	NOUN
abr-55	48	7	test	test	NOUN
abr-55	48	8	with	with	ADP
abr-55	48	9	40	40	NUM
abr-55	48	10	basic	basic	ADJ
abr-55	48	11	questions	question	NOUN
abr-55	48	12	was	be	AUX
abr-55	48	13	administered	administer	VERB
abr-55	48	14	to	to	ADP
abr-55	48	15	a	a	DET
abr-55	48	16	convenience	convenience	NOUN
abr-55	48	17	sample	sample	NOUN
abr-55	48	18	of	of	ADP
abr-55	48	19	174	174	NUM
abr-55	48	20	students	student	NOUN
abr-55	48	21	in	in	ADP
abr-55	48	22	statistics	statistic	NOUN
abr-55	48	23	classes	class	NOUN
abr-55	48	24	.	.	PUNCT
abr-55	49	1	results	result	NOUN
abr-55	49	2	suggested	suggest	VERB
abr-55	49	3	that	that	SCONJ
abr-55	49	4	math	math	NOUN
abr-55	49	5	skills	skill	NOUN
abr-55	49	6	have	have	VERB
abr-55	49	7	some	some	DET
abr-55	49	8	influence	influence	NOUN
abr-55	49	9	on	on	ADP
abr-55	49	10	final	final	ADJ
abr-55	49	11	statistics	statistic	NOUN
abr-55	49	12	grade	grade	NOUN
abr-55	49	13	.	.	PUNCT
abr-55	50	1	for	for	ADP
abr-55	50	2	example	example	NOUN
abr-55	50	3	,	,	PUNCT
abr-55	50	4	students	student	NOUN
abr-55	50	5	who	who	PRON
abr-55	50	6	earned	earn	VERB
abr-55	50	7	a	a	DET
abr-55	50	8	grade	grade	NOUN
abr-55	50	9	of	of	ADP
abr-55	50	10	a	a	PRON
abr-55	50	11	in	in	ADP
abr-55	50	12	statistics	statistic	NOUN
abr-55	50	13	classes	class	NOUN
abr-55	50	14	had	have	VERB
abr-55	50	15	significantly	significantly	ADV
abr-55	50	16	higher	high	ADJ
abr-55	50	17	scores	score	NOUN
abr-55	50	18	on	on	ADP
abr-55	50	19	the	the	DET
abr-55	50	20	math	math	NOUN
abr-55	50	21	skills	skill	NOUN
abr-55	50	22	than	than	ADP
abr-55	50	23	those	those	PRON
abr-55	50	24	with	with	ADP
abr-55	50	25	grades	grade	NOUN
abr-55	50	26	of	of	ADP
abr-55	50	27	c	c	PROPN
abr-55	50	28	,	,	PUNCT
abr-55	50	29	d	d	NOUN
abr-55	50	30	,	,	PUNCT
abr-55	50	31	or	or	CCONJ
abr-55	50	32	f.	f.	NOUN
abr-55	50	33	the	the	DET
abr-55	50	34	present	present	ADJ
abr-55	50	35	study	study	NOUN
abr-55	50	36	differs	differ	VERB
abr-55	50	37	from	from	ADP
abr-55	50	38	previous	previous	ADJ
abr-55	50	39	studies	study	NOUN
abr-55	50	40	in	in	ADP
abr-55	50	41	the	the	DET
abr-55	50	42	following	follow	VERB
abr-55	50	43	three	three	NUM
abr-55	50	44	aspects	aspect	NOUN
abr-55	50	45	.	.	PUNCT
abr-55	51	1	first	first	ADV
abr-55	51	2	,	,	PUNCT
abr-55	51	3	unlike	unlike	ADP
abr-55	51	4	most	most	ADJ
abr-55	51	5	of	of	ADP
abr-55	51	6	the	the	DET
abr-55	51	7	studies	study	NOUN
abr-55	51	8	(	(	PUNCT
abr-55	51	9	e.g.	e.g.	ADV
abr-55	51	10	,	,	PUNCT
abr-55	51	11	lalonde	lalonde	NOUN
abr-55	51	12	and	and	CCONJ
abr-55	51	13	gardner	gardner	NOUN
abr-55	51	14	,	,	PUNCT
abr-55	51	15	1993	1993	NUM
abr-55	51	16	;	;	PUNCT
abr-55	51	17	silvia	silvia	PROPN
abr-55	51	18	et	et	PROPN
abr-55	51	19	al	al	PROPN
abr-55	51	20	.	.	PROPN
abr-55	51	21	,	,	PUNCT
abr-55	51	22	2008	2008	NUM
abr-55	51	23	)	)	PUNCT
abr-55	51	24	which	which	PRON
abr-55	51	25	used	use	VERB
abr-55	51	26	a	a	DET
abr-55	51	27	convenience	convenience	NOUN
abr-55	51	28	sample	sample	NOUN
abr-55	51	29	(	(	PUNCT
abr-55	51	30	e.g.	e.g.	ADV
abr-55	51	31	the	the	DET
abr-55	51	32	students	student	NOUN
abr-55	51	33	taking	take	VERB
abr-55	51	34	the	the	DET
abr-55	51	35	statistics	statistic	NOUN
abr-55	51	36	course(s	course(s	PROPN
abr-55	51	37	)	)	PUNCT
abr-55	51	38	taught	teach	VERB
abr-55	51	39	by	by	ADP
abr-55	51	40	the	the	DET
abr-55	51	41	researchers	researcher	NOUN
abr-55	51	42	)	)	PUNCT
abr-55	51	43	,	,	PUNCT
abr-55	51	44	the	the	DET
abr-55	51	45	present	present	ADJ
abr-55	51	46	study	study	NOUN
abr-55	51	47	uses	use	VERB
abr-55	51	48	all	all	DET
abr-55	51	49	students	student	NOUN
abr-55	51	50	enrolled	enrol	VERB
abr-55	51	51	in	in	ADP
abr-55	51	52	mis	mis	PROPN
abr-55	51	53	at	at	ADP
abr-55	51	54	the	the	DET
abr-55	51	55	authors	author	NOUN
abr-55	51	56	’	’	PART
abr-55	51	57	university	university	NOUN
abr-55	51	58	at	at	ADP
abr-55	51	59	the	the	DET
abr-55	51	60	time	time	NOUN
abr-55	51	61	the	the	DET
abr-55	51	62	data	datum	NOUN
abr-55	51	63	were	be	AUX
abr-55	51	64	collected	collect	VERB
abr-55	51	65	.	.	PUNCT
abr-55	52	1	second	second	ADJ
abr-55	52	2	,	,	PUNCT
abr-55	52	3	to	to	PART
abr-55	52	4	investigate	investigate	VERB
abr-55	52	5	the	the	DET
abr-55	52	6	effect	effect	NOUN
abr-55	52	7	of	of	ADP
abr-55	52	8	mathematical	mathematical	ADJ
abr-55	52	9	competence	competence	NOUN
abr-55	52	10	on	on	ADP
abr-55	52	11	statistics	statistic	NOUN
abr-55	52	12	performance	performance	NOUN
abr-55	52	13	,	,	PUNCT
abr-55	52	14	some	some	DET
abr-55	52	15	researchers	researcher	NOUN
abr-55	52	16	measured	measure	VERB
abr-55	52	17	mathematical	mathematical	ADJ
abr-55	52	18	competence	competence	NOUN
abr-55	52	19	by	by	ADP
abr-55	52	20	administering	administer	VERB
abr-55	52	21	a	a	DET
abr-55	52	22	basic	basic	ADJ
abr-55	52	23	math	math	NOUN
abr-55	52	24	/	/	SYM
abr-55	52	25	computation	computation	NOUN
abr-55	52	26	skills	skill	NOUN
abr-55	52	27	test	test	NOUN
abr-55	52	28	(	(	PUNCT
abr-55	52	29	e.g.	e.g.	ADV
abr-55	52	30	,	,	PUNCT
abr-55	52	31	musch	musch	PROPN
abr-55	52	32	and	and	CCONJ
abr-55	52	33	broder	broder	PROPN
abr-55	52	34	,	,	PUNCT
abr-55	52	35	1999	1999	NUM
abr-55	52	36	;	;	PUNCT
abr-55	52	37	tanner	tanner	NOUN
abr-55	52	38	et	et	NOUN
abr-55	52	39	al	al	PROPN
abr-55	52	40	.	.	PROPN
abr-55	52	41	,	,	PUNCT
abr-55	52	42	2009	2009	NUM
abr-55	52	43	)	)	PUNCT
abr-55	52	44	.	.	PUNCT
abr-55	53	1	in	in	ADP
abr-55	53	2	this	this	DET
abr-55	53	3	study	study	NOUN
abr-55	53	4	,	,	PUNCT
abr-55	53	5	a	a	DET
abr-55	53	6	student	student	NOUN
abr-55	53	7	’s	’s	PART
abr-55	53	8	mathematical	mathematical	ADJ
abr-55	53	9	competence	competence	NOUN
abr-55	53	10	is	be	AUX
abr-55	53	11	measured	measure	VERB
abr-55	53	12	by	by	ADP
abr-55	53	13	a	a	DET
abr-55	53	14	combination	combination	NOUN
abr-55	53	15	of	of	ADP
abr-55	53	16	act	act	PROPN
abr-55	53	17	math	math	NOUN
abr-55	53	18	score	score	NOUN
abr-55	53	19	,	,	PUNCT
abr-55	53	20	grades	grade	NOUN
abr-55	53	21	in	in	ADP
abr-55	53	22	remedial	remedial	ADJ
abr-55	53	23	math	math	NOUN
abr-55	53	24	course(s	course(s	PROPN
abr-55	53	25	)	)	PUNCT
abr-55	53	26	,	,	PUNCT
abr-55	53	27	and	and	CCONJ
abr-55	53	28	grades	grade	NOUN
abr-55	53	29	in	in	ADP
abr-55	53	30	required	require	VERB
abr-55	53	31	math	math	NOUN
abr-55	53	32	courses	course	NOUN
abr-55	53	33	.	.	PUNCT
abr-55	54	1	and	and	CCONJ
abr-55	54	2	lastly	lastly	ADV
abr-55	54	3	,	,	PUNCT
abr-55	54	4	the	the	DET
abr-55	54	5	present	present	ADJ
abr-55	54	6	study	study	NOUN
abr-55	54	7	measures	measure	VERB
abr-55	54	8	performance	performance	NOUN
abr-55	54	9	differences	difference	NOUN
abr-55	54	10	in	in	ADP
abr-55	54	11	statistics	statistic	NOUN
abr-55	54	12	based	base	VERB
abr-55	54	13	on	on	ADP
abr-55	54	14	four	four	NUM
abr-55	54	15	separate	separate	ADJ
abr-55	54	16	initial	initial	ADJ
abr-55	54	17	mathematics	mathematic	NOUN
abr-55	54	18	placement	placement	NOUN
abr-55	54	19	paths	path	NOUN
abr-55	54	20	.	.	PUNCT
abr-55	55	1	for	for	ADP
abr-55	55	2	instance	instance	NOUN
abr-55	55	3	,	,	PUNCT
abr-55	55	4	one	one	NUM
abr-55	55	5	path	path	NOUN
abr-55	55	6	is	be	AUX
abr-55	55	7	to	to	PART
abr-55	55	8	take	take	VERB
abr-55	55	9	remedial	remedial	ADJ
abr-55	55	10	math	math	NOUN
abr-55	55	11	,	,	PUNCT
abr-55	55	12	followed	follow	VERB
abr-55	55	13	by	by	ADP
abr-55	55	14	a	a	DET
abr-55	55	15	basic	basic	ADJ
abr-55	55	16	math	math	NOUN
abr-55	55	17	,	,	PUNCT
abr-55	55	18	then	then	ADV
abr-55	55	19	introductory	introductory	PROPN
abr-55	55	20	statistics	statistic	NOUN
abr-55	55	21	.	.	PUNCT
abr-55	56	1	a	a	DET
abr-55	56	2	second	second	ADJ
abr-55	56	3	path	path	NOUN
abr-55	56	4	is	be	AUX
abr-55	56	5	to	to	PART
abr-55	56	6	take	take	VERB
abr-55	56	7	basic	basic	ADJ
abr-55	56	8	math	math	NOUN
abr-55	56	9	immediately	immediately	ADV
abr-55	56	10	followed	follow	VERB
abr-55	56	11	by	by	ADP
abr-55	56	12	introductory	introductory	ADJ
abr-55	56	13	statistics	statistic	NOUN
abr-55	56	14	.	.	PUNCT
abr-55	57	1	these	these	DET
abr-55	57	2	paths	path	NOUN
abr-55	57	3	are	be	AUX
abr-55	57	4	explained	explain	VERB
abr-55	57	5	further	far	ADV
abr-55	57	6	in	in	ADP
abr-55	57	7	the	the	DET
abr-55	57	8	next	next	ADJ
abr-55	57	9	section	section	NOUN
abr-55	57	10	.	.	PUNCT
abr-55	58	1	methodology	methodology	NOUN
abr-55	58	2	participants	participant	VERB
abr-55	58	3	the	the	DET
abr-55	58	4	purpose	purpose	NOUN
abr-55	58	5	of	of	ADP
abr-55	58	6	this	this	DET
abr-55	58	7	paper	paper	NOUN
abr-55	58	8	is	be	AUX
abr-55	58	9	to	to	PART
abr-55	58	10	study	study	VERB
abr-55	58	11	the	the	DET
abr-55	58	12	relationships	relationship	NOUN
abr-55	58	13	,	,	PUNCT
abr-55	58	14	if	if	SCONJ
abr-55	58	15	any	any	PRON
abr-55	58	16	,	,	PUNCT
abr-55	58	17	that	that	PRON
abr-55	58	18	exist	exist	VERB
abr-55	58	19	between	between	ADP
abr-55	58	20	the	the	DET
abr-55	58	21	performances	performance	NOUN
abr-55	58	22	(	(	PUNCT
abr-55	58	23	in	in	ADP
abr-55	58	24	terms	term	NOUN
abr-55	58	25	of	of	ADP
abr-55	58	26	final	final	ADJ
abr-55	58	27	course	course	NOUN
abr-55	58	28	grade	grade	NOUN
abr-55	58	29	)	)	PUNCT
abr-55	58	30	in	in	ADP
abr-55	58	31	undergraduate	undergraduate	ADJ
abr-55	58	32	mathematics	mathematic	NOUN
abr-55	58	33	classes	class	NOUN
abr-55	58	34	,	,	PUNCT
abr-55	58	35	and	and	CCONJ
abr-55	58	36	the	the	DET
abr-55	58	37	performances	performance	NOUN
abr-55	58	38	(	(	PUNCT
abr-55	58	39	also	also	ADV
abr-55	58	40	in	in	ADP
abr-55	58	41	terms	term	NOUN
abr-55	58	42	of	of	ADP
abr-55	58	43	final	final	ADJ
abr-55	58	44	course	course	NOUN
abr-55	58	45	grade	grade	NOUN
abr-55	58	46	)	)	PUNCT
abr-55	58	47	in	in	ADP
abr-55	58	48	business	business	NOUN
abr-55	58	49	statistics	statistic	NOUN
abr-55	58	50	courses	course	NOUN
abr-55	58	51	,	,	PUNCT
abr-55	58	52	for	for	ADP
abr-55	58	53	students	student	NOUN
abr-55	58	54	majoring	major	VERB
abr-55	58	55	in	in	ADP
abr-55	58	56	mis	mis	PROPN
abr-55	58	57	at	at	ADP
abr-55	58	58	a	a	DET
abr-55	58	59	regional	regional	ADJ
abr-55	58	60	state	state	NOUN
abr-55	58	61	university	university	NOUN
abr-55	58	62	in	in	ADP
abr-55	58	63	the	the	DET
abr-55	58	64	southern	southern	ADJ
abr-55	58	65	united	united	PROPN
abr-55	58	66	states	states	PROPN
abr-55	58	67	.	.	PUNCT
abr-55	59	1	the	the	DET
abr-55	59	2	curriculum	curriculum	NOUN
abr-55	59	3	specifies	specify	VERB
abr-55	59	4	that	that	SCONJ
abr-55	59	5	,	,	PUNCT
abr-55	59	6	in	in	ADP
abr-55	59	7	order	order	NOUN
abr-55	59	8	to	to	PART
abr-55	59	9	graduate	graduate	VERB
abr-55	59	10	,	,	PUNCT
abr-55	59	11	mis	mis	PROPN
abr-55	59	12	majors	major	NOUN
abr-55	59	13	need	need	VERB
abr-55	59	14	to	to	PART
abr-55	59	15	pass	pass	VERB
abr-55	59	16	various	various	ADJ
abr-55	59	17	sets	set	NOUN
abr-55	59	18	of	of	ADP
abr-55	59	19	mathematics	mathematic	NOUN
abr-55	59	20	courses	course	NOUN
abr-55	59	21	depending	depend	VERB
abr-55	59	22	upon	upon	SCONJ
abr-55	59	23	their	their	PRON
abr-55	59	24	act	act	NOUN
abr-55	59	25	math	math	NOUN
abr-55	59	26	scores	score	NOUN
abr-55	59	27	.	.	PUNCT
abr-55	60	1	in	in	ADP
abr-55	60	2	addition	addition	NOUN
abr-55	60	3	,	,	PUNCT
abr-55	60	4	these	these	DET
abr-55	60	5	students	student	NOUN
abr-55	60	6	must	must	AUX
abr-55	60	7	pass	pass	VERB
abr-55	60	8	two	two	NUM
abr-55	60	9	statistics	statistic	NOUN
abr-55	60	10	(	(	PUNCT
abr-55	60	11	called	call	VERB
abr-55	60	12	“	"	PUNCT
abr-55	60	13	quantitative	quantitative	ADJ
abr-55	60	14	methods	method	NOUN
abr-55	60	15	”	"	PUNCT
abr-55	60	16	or	or	CCONJ
abr-55	60	17	“	"	PUNCT
abr-55	60	18	qmet	qmet	ADJ
abr-55	60	19	”	"	PUNCT
abr-55	60	20	)	)	PUNCT
abr-55	60	21	courses	course	NOUN
abr-55	60	22	in	in	ADP
abr-55	60	23	sequence	sequence	NOUN
abr-55	60	24	.	.	PUNCT
abr-55	61	1	see	see	VERB
abr-55	61	2	table	table	NOUN
abr-55	61	3	1	1	NUM
abr-55	61	4	and	and	CCONJ
abr-55	61	5	table	table	NOUN
abr-55	61	6	2	2	NUM
abr-55	61	7	for	for	ADP
abr-55	61	8	further	further	ADJ
abr-55	61	9	demographic	demographic	ADJ
abr-55	61	10	information	information	NOUN
abr-55	61	11	on	on	ADP
abr-55	61	12	these	these	DET
abr-55	61	13	mis	mis	NOUN
abr-55	61	14	majors	major	NOUN
abr-55	61	15	.	.	PUNCT
abr-55	62	1	table	table	NOUN
abr-55	62	2	1	1	NUM
abr-55	62	3	shows	show	VERB
abr-55	62	4	the	the	DET
abr-55	62	5	distribution	distribution	NOUN
abr-55	62	6	of	of	ADP
abr-55	62	7	students	student	NOUN
abr-55	62	8	by	by	ADP
abr-55	62	9	gender	gender	NOUN
abr-55	62	10	and	and	CCONJ
abr-55	62	11	classification	classification	NOUN
abr-55	62	12	,	,	PUNCT
abr-55	62	13	as	as	ADV
abr-55	62	14	well	well	ADV
abr-55	62	15	as	as	ADP
abr-55	62	16	their	their	PRON
abr-55	62	17	act	act	NOUN
abr-55	62	18	math	math	PROPN
abr-55	62	19	scores	score	NOUN
abr-55	62	20	.	.	PUNCT
abr-55	63	1	table	table	NOUN
abr-55	63	2	1	1	NUM
abr-55	63	3	:	:	PUNCT
abr-55	63	4	student	student	NOUN
abr-55	63	5	demographics	demographic	NOUN
abr-55	63	6	by	by	ADP
abr-55	63	7	gender	gender	NOUN
abr-55	63	8	,	,	PUNCT
abr-55	63	9	academic	academic	ADJ
abr-55	63	10	classification	classification	NOUN
abr-55	63	11	,	,	PUNCT
abr-55	63	12	and	and	CCONJ
abr-55	63	13	act	act	VERB
abr-55	63	14	math	math	NOUN
abr-55	63	15	score	score	NOUN
abr-55	63	16	gender	gender	NOUN
abr-55	63	17	%	%	NOUN
abr-55	63	18	(	(	PUNCT
abr-55	63	19	n	n	NOUN
abr-55	63	20	=	=	SYM
abr-55	63	21	159	159	NUM
abr-55	63	22	)	)	PUNCT
abr-55	63	23	academic	academic	ADJ
abr-55	63	24	classification	classification	NOUN
abr-55	63	25	%	%	NOUN
abr-55	63	26	(	(	PUNCT
abr-55	63	27	n	n	NOUN
abr-55	63	28	=	=	SYM
abr-55	63	29	159	159	NUM
abr-55	63	30	)	)	PUNCT
abr-55	63	31	act	act	NOUN
abr-55	63	32	math	math	NOUN
abr-55	63	33	%	%	NOUN
abr-55	63	34	(	(	PUNCT
abr-55	63	35	n	n	NOUN
abr-55	63	36	=	=	SYM
abr-55	63	37	135	135	NUM
abr-55	63	38	)	)	PUNCT
abr-55	63	39	female	female	NOUN
abr-55	63	40	15.7	15.7	NUM
abr-55	63	41	freshman	freshman	NOUN
abr-55	63	42	12.5	12.5	NUM
abr-55	63	43	<	<	SYM
abr-55	63	44	17	17	NUM
abr-55	63	45	3.7	3.7	NUM
abr-55	63	46	male	male	NOUN
abr-55	63	47	84.3	84.3	NUM
abr-55	63	48	sophomore	sophomore	NOUN
abr-55	63	49	17.6	17.6	NUM
abr-55	63	50	17	17	NUM
abr-55	63	51	or	or	CCONJ
abr-55	63	52	18	18	NUM
abr-55	63	53	13.3	13.3	NUM
abr-55	63	54	junior	junior	NOUN
abr-55	63	55	25	25	NUM
abr-55	63	56	19	19	NUM
abr-55	63	57	or	or	CCONJ
abr-55	63	58	20	20	NUM
abr-55	63	59	18.5	18.5	NUM
abr-55	63	60	senior	senior	ADJ
abr-55	63	61	44.9	44.9	NUM
abr-55	63	62	21	21	NUM
abr-55	63	63	–	–	PUNCT
abr-55	63	64	24	24	NUM
abr-55	63	65	38.6	38.6	NUM
abr-55	63	66	!	!	PUNCT
abr-55	64	1	"	"	PUNCT
abr-55	64	2	#	#	NOUN
abr-55	64	3	25.9	25.9	NUM
abr-55	64	4	totals	total	NOUN
abr-55	64	5	100.0	100.0	NUM
abr-55	64	6	100.0	100.0	NUM
abr-55	64	7	100.0	100.0	NUM
abr-55	64	8	table	table	NOUN
abr-55	64	9	2	2	NUM
abr-55	64	10	:	:	PUNCT
abr-55	64	11	percentages	percentage	NOUN
abr-55	64	12	of	of	ADP
abr-55	64	13	grades	grade	NOUN
abr-55	64	14	in	in	ADP
abr-55	64	15	mathematics	mathematic	NOUN
abr-55	64	16	and	and	CCONJ
abr-55	64	17	business	business	NOUN
abr-55	64	18	statistics	statistic	NOUN
abr-55	64	19	courses	course	NOUN
abr-55	64	20	%	%	VERB
abr-55	64	21	by	by	ADP
abr-55	64	22	math	math	NOUN
abr-55	64	23	course	course	NOUN
abr-55	64	24	%	%	NOUN
abr-55	64	25	by	by	ADP
abr-55	64	26	statistics	statistic	NOUN
abr-55	64	27	course	course	NOUN
abr-55	64	28	grade	grade	NOUN
abr-55	64	29	math	math	NOUN
abr-55	64	30	092	092	NUM
abr-55	64	31	math	math	NOUN
abr-55	64	32	100	100	NUM
abr-55	64	33	math	math	NOUN
abr-55	64	34	105	105	NUM
abr-55	64	35	math	math	NOUN
abr-55	64	36	201	201	NUM
abr-55	64	37	mathh	mathh	NOUN
abr-55	64	38	250	250	NUM
abr-55	64	39	qmet	qmet	ADJ
abr-55	64	40	251	251	NUM
abr-55	64	41	qmet	qmet	NOUN
abr-55	64	42	252	252	NUM
abr-55	64	43	a	a	DET
abr-55	64	44	22.7	22.7	NUM
abr-55	64	45	9.1	9.1	NUM
abr-55	64	46	14.7	14.7	NUM
abr-55	64	47	23.4	23.4	NUM
abr-55	64	48	17.5	17.5	NUM
abr-55	64	49	24.5	24.5	NUM
abr-55	64	50	12.3	12.3	NUM
abr-55	64	51	b	b	NOUN
abr-55	64	52	31.8	31.8	NUM
abr-55	64	53	34.1	34.1	NUM
abr-55	64	54	51.6	51.6	NUM
abr-55	64	55	36.9	36.9	NUM
abr-55	64	56	25.8	25.8	NUM
abr-55	64	57	43.6	43.6	NUM
abr-55	64	58	49.2	49.2	NUM
abr-55	64	59	c	c	NOUN
abr-55	64	60	31.8	31.8	NUM
abr-55	64	61	52.2	52.2	NUM
abr-55	64	62	31.6	31.6	NUM
abr-55	64	63	28.9	28.9	NUM
abr-55	64	64	45.4	45.4	NUM
abr-55	64	65	25.5	25.5	NUM
abr-55	64	66	32.3	32.3	NUM
abr-55	64	67	d	d	NOUN
abr-55	64	68	9.1	9.1	NUM
abr-55	64	69	2.3	2.3	NUM
abr-55	64	70	0	0	NUM
abr-55	64	71	9	9	NUM
abr-55	64	72	8.2	8.2	NUM
abr-55	64	73	4.3	4.3	NUM
abr-55	64	74	4.6	4.6	NUM
abr-55	64	75	f	f	NOUN
abr-55	64	76	4.6	4.6	NUM
abr-55	64	77	2.3	2.3	NUM
abr-55	64	78	2.1	2.1	NUM
abr-55	64	79	1.8	1.8	NUM
abr-55	64	80	3.1	3.1	NUM
abr-55	64	81	2.1	2.1	NUM
abr-55	64	82	1.6	1.6	NUM
abr-55	64	83	table	table	NOUN
abr-55	64	84	2	2	NUM
abr-55	64	85	shows	show	VERB
abr-55	64	86	the	the	DET
abr-55	64	87	students	student	NOUN
abr-55	64	88	’	’	PART
abr-55	64	89	final	final	ADJ
abr-55	64	90	grades	grade	NOUN
abr-55	64	91	on	on	ADP
abr-55	64	92	mathematics	mathematic	NOUN
abr-55	64	93	courses	course	NOUN
abr-55	64	94	,	,	PUNCT
abr-55	64	95	some	some	PRON
abr-55	64	96	of	of	ADP
abr-55	64	97	which	which	PRON
abr-55	64	98	are	be	AUX
abr-55	64	99	remedial	remedial	ADJ
abr-55	64	100	,	,	PUNCT
abr-55	64	101	and	and	CCONJ
abr-55	64	102	some	some	PRON
abr-55	64	103	of	of	ADP
abr-55	64	104	which	which	PRON
abr-55	64	105	are	be	AUX
abr-55	64	106	required	require	VERB
abr-55	64	107	of	of	ADP
abr-55	64	108	all	all	DET
abr-55	64	109	business	business	NOUN
abr-55	64	110	majors	major	NOUN
abr-55	64	111	at	at	ADP
abr-55	64	112	the	the	DET
abr-55	64	113	authors	author	NOUN
abr-55	64	114	’	’	PART
abr-55	64	115	university	university	NOUN
abr-55	64	116	.	.	PUNCT
abr-55	64	117	table	table	NOUN
abr-55	64	118	2	2	NUM
abr-55	64	119	also	also	ADV
abr-55	64	120	shows	show	VERB
abr-55	64	121	final	final	ADJ
abr-55	64	122	grades	grade	NOUN
abr-55	64	123	in	in	ADP
abr-55	64	124	the	the	DET
abr-55	64	125	two	two	NUM
abr-55	64	126	business	business	NOUN
abr-55	64	127	statistics	statistic	NOUN
abr-55	64	128	courses	course	NOUN
abr-55	64	129	,	,	PUNCT
abr-55	64	130	both	both	PRON
abr-55	64	131	of	of	ADP
abr-55	64	132	which	which	PRON
abr-55	64	133	are	be	AUX
abr-55	64	134	required	require	VERB
abr-55	64	135	of	of	ADP
abr-55	64	136	all	all	DET
abr-55	64	137	mis	mis	NOUN
abr-55	64	138	majors	major	NOUN
abr-55	64	139	.	.	PUNCT
abr-55	65	1	students	student	NOUN
abr-55	65	2	most	most	ADV
abr-55	65	3	lai	lai	PROPN
abr-55	65	4	,	,	PUNCT
abr-55	65	5	tanner	tanner	NOUN
abr-55	65	6	,	,	PUNCT
abr-55	65	7	stevens	stevens	PROPN
abr-55	65	8	advances	advance	NOUN
abr-55	65	9	in	in	ADP
abr-55	65	10	business	business	NOUN
abr-55	65	11	research	research	NOUN
abr-55	65	12	2011	2011	NUM
abr-55	65	13	,	,	PUNCT
abr-55	65	14	vol	vol	NOUN
abr-55	65	15	.	.	PROPN
abr-55	65	16	2	2	NUM
abr-55	65	17	,	,	PUNCT
abr-55	65	18	no	no	INTJ
abr-55	65	19	.	.	NOUN
abr-55	65	20	1	1	NUM
abr-55	65	21	,	,	PUNCT
abr-55	65	22	115	115	NUM
abr-55	65	23	-	-	SYM
abr-55	65	24	124	124	NUM
abr-55	65	25	118	118	NUM
abr-55	65	26	frequently	frequently	ADV
abr-55	65	27	earned	earn	VERB
abr-55	65	28	a	a	DET
abr-55	65	29	grade	grade	NOUN
abr-55	65	30	of	of	ADP
abr-55	65	31	b	b	NOUN
abr-55	65	32	or	or	CCONJ
abr-55	65	33	c	c	NOUN
abr-55	65	34	for	for	ADP
abr-55	65	35	all	all	DET
abr-55	65	36	mathematics	mathematic	NOUN
abr-55	65	37	and	and	CCONJ
abr-55	65	38	business	business	NOUN
abr-55	65	39	statistics	statistic	NOUN
abr-55	65	40	courses	course	NOUN
abr-55	65	41	.	.	PUNCT
abr-55	66	1	descriptions	description	NOUN
abr-55	66	2	of	of	ADP
abr-55	66	3	these	these	DET
abr-55	66	4	courses	course	NOUN
abr-55	66	5	appear	appear	VERB
abr-55	66	6	below	below	ADV
abr-55	66	7	.	.	PUNCT
abr-55	67	1	initial	initial	ADJ
abr-55	67	2	mathematics	mathematic	NOUN
abr-55	67	3	placement	placement	NOUN
abr-55	67	4	students	student	NOUN
abr-55	67	5	are	be	AUX
abr-55	67	6	placed	place	VERB
abr-55	67	7	into	into	ADP
abr-55	67	8	a	a	DET
abr-55	67	9	mathematics	mathematics	NOUN
abr-55	67	10	course	course	NOUN
abr-55	67	11	based	base	VERB
abr-55	67	12	on	on	ADP
abr-55	67	13	their	their	PRON
abr-55	67	14	act	act	NOUN
abr-55	67	15	math	math	NOUN
abr-55	67	16	score	score	NOUN
abr-55	67	17	as	as	SCONJ
abr-55	67	18	follows	follow	VERB
abr-55	67	19	.	.	PUNCT
abr-55	68	1	with	with	ADP
abr-55	68	2	an	an	DET
abr-55	68	3	act	act	NOUN
abr-55	68	4	math	math	NOUN
abr-55	68	5	score	score	NOUN
abr-55	68	6	less	less	ADJ
abr-55	68	7	than	than	ADP
abr-55	68	8	17	17	NUM
abr-55	68	9	,	,	PUNCT
abr-55	68	10	a	a	DET
abr-55	68	11	student	student	NOUN
abr-55	68	12	must	must	AUX
abr-55	68	13	take	take	VERB
abr-55	68	14	remedial	remedial	ADJ
abr-55	68	15	mathematics	mathematic	NOUN
abr-55	68	16	course(s	course(s	PROPN
abr-55	68	17	)	)	PUNCT
abr-55	68	18	at	at	ADP
abr-55	68	19	a	a	DET
abr-55	68	20	community	community	NOUN
abr-55	68	21	college	college	NOUN
abr-55	68	22	,	,	PUNCT
abr-55	68	23	or	or	CCONJ
abr-55	68	24	pass	pass	VERB
abr-55	68	25	a	a	DET
abr-55	68	26	freshman	freshman	NOUN
abr-55	68	27	placement	placement	NOUN
abr-55	68	28	exam	exam	NOUN
abr-55	68	29	.	.	PUNCT
abr-55	69	1	with	with	ADP
abr-55	69	2	a	a	DET
abr-55	69	3	score	score	NOUN
abr-55	69	4	of	of	ADP
abr-55	69	5	17	17	NUM
abr-55	69	6	or	or	CCONJ
abr-55	69	7	18	18	NUM
abr-55	69	8	,	,	PUNCT
abr-55	69	9	a	a	DET
abr-55	69	10	student	student	NOUN
abr-55	69	11	will	will	AUX
abr-55	69	12	be	be	AUX
abr-55	69	13	placed	place	VERB
abr-55	69	14	in	in	ADP
abr-55	69	15	remedial	remedial	ADJ
abr-55	69	16	math	math	NOUN
abr-55	69	17	092	092	NUM
abr-55	69	18	(	(	PUNCT
abr-55	69	19	elementary	elementary	ADJ
abr-55	69	20	and	and	CCONJ
abr-55	69	21	intermediate	intermediate	ADJ
abr-55	69	22	algebra	algebra	NOUN
abr-55	69	23	)	)	PUNCT
abr-55	69	24	.	.	PUNCT
abr-55	70	1	with	with	ADP
abr-55	70	2	a	a	DET
abr-55	70	3	score	score	NOUN
abr-55	70	4	of	of	ADP
abr-55	70	5	19	19	NUM
abr-55	70	6	or	or	CCONJ
abr-55	70	7	20	20	NUM
abr-55	70	8	,	,	PUNCT
abr-55	70	9	a	a	DET
abr-55	70	10	student	student	NOUN
abr-55	70	11	is	be	AUX
abr-55	70	12	placed	place	VERB
abr-55	70	13	in	in	ADP
abr-55	70	14	math	math	NOUN
abr-55	70	15	100	100	NUM
abr-55	70	16	(	(	PUNCT
abr-55	70	17	college	college	NOUN
abr-55	70	18	algebra	algebra	NOUN
abr-55	70	19	fundamentals	fundamental	NOUN
abr-55	70	20	)	)	PUNCT
abr-55	70	21	.	.	PUNCT
abr-55	71	1	all	all	DET
abr-55	71	2	the	the	DET
abr-55	71	3	afore	afore	ADV
abr-55	71	4	-	-	PUNCT
abr-55	71	5	mentioned	mention	VERB
abr-55	71	6	courses	course	NOUN
abr-55	71	7	are	be	AUX
abr-55	71	8	remedial	remedial	ADJ
abr-55	71	9	mathematics	mathematic	NOUN
abr-55	71	10	by	by	ADP
abr-55	71	11	nature	nature	NOUN
abr-55	71	12	.	.	PUNCT
abr-55	72	1	with	with	ADP
abr-55	72	2	a	a	DET
abr-55	72	3	score	score	NOUN
abr-55	72	4	between	between	ADP
abr-55	72	5	21	21	NUM
abr-55	72	6	and	and	CCONJ
abr-55	72	7	24	24	NUM
abr-55	72	8	,	,	PUNCT
abr-55	72	9	a	a	DET
abr-55	72	10	student	student	NOUN
abr-55	72	11	is	be	AUX
abr-55	72	12	placed	place	VERB
abr-55	72	13	in	in	ADP
abr-55	72	14	math	math	NOUN
abr-55	72	15	105	105	NUM
abr-55	72	16	(	(	PUNCT
abr-55	72	17	college	college	NOUN
abr-55	72	18	algebra	algebra	PROPN
abr-55	72	19	)	)	PUNCT
abr-55	72	20	.	.	PUNCT
abr-55	73	1	math	math	NOUN
abr-55	73	2	100	100	NUM
abr-55	73	3	and	and	CCONJ
abr-55	73	4	math	math	PROPN
abr-55	73	5	105	105	NUM
abr-55	73	6	are	be	AUX
abr-55	73	7	interchangeable	interchangeable	ADJ
abr-55	73	8	for	for	ADP
abr-55	73	9	degree	degree	NOUN
abr-55	73	10	purposes	purpose	NOUN
abr-55	73	11	.	.	PUNCT
abr-55	74	1	with	with	ADP
abr-55	74	2	a	a	DET
abr-55	74	3	score	score	NOUN
abr-55	74	4	of	of	ADP
abr-55	74	5	25	25	NUM
abr-55	74	6	or	or	CCONJ
abr-55	74	7	higher	high	ADJ
abr-55	74	8	,	,	PUNCT
abr-55	74	9	a	a	DET
abr-55	74	10	student	student	NOUN
abr-55	74	11	receives	receive	VERB
abr-55	74	12	credit	credit	NOUN
abr-55	74	13	for	for	ADP
abr-55	74	14	math	math	NOUN
abr-55	74	15	105	105	NUM
abr-55	74	16	and	and	CCONJ
abr-55	74	17	proceeds	proceed	VERB
abr-55	74	18	directly	directly	ADV
abr-55	74	19	to	to	ADP
abr-55	74	20	math	math	NOUN
abr-55	74	21	250	250	NUM
abr-55	74	22	(	(	PUNCT
abr-55	74	23	survey	survey	NOUN
abr-55	74	24	of	of	ADP
abr-55	74	25	calculus	calculus	NOUN
abr-55	74	26	)	)	PUNCT
abr-55	74	27	.	.	PUNCT
abr-55	75	1	course	course	NOUN
abr-55	75	2	prerequisites	prerequisite	NOUN
abr-55	75	3	are	be	AUX
abr-55	75	4	shown	show	VERB
abr-55	75	5	in	in	ADP
abr-55	75	6	figure	figure	NOUN
abr-55	75	7	1	1	NUM
abr-55	75	8	.	.	PUNCT
abr-55	76	1	for	for	ADP
abr-55	76	2	example	example	NOUN
abr-55	76	3	,	,	PUNCT
abr-55	76	4	math	math	NOUN
abr-55	76	5	100	100	NUM
abr-55	76	6	or	or	CCONJ
abr-55	76	7	math	math	NOUN
abr-55	76	8	105	105	NUM
abr-55	76	9	is	be	AUX
abr-55	76	10	the	the	DET
abr-55	76	11	prerequisite	prerequisite	NOUN
abr-55	76	12	for	for	ADP
abr-55	76	13	both	both	DET
abr-55	76	14	math	math	NOUN
abr-55	76	15	201	201	NUM
abr-55	76	16	(	(	PUNCT
abr-55	76	17	decision	decision	NOUN
abr-55	76	18	mathematics	mathematic	NOUN
abr-55	76	19	)	)	PUNCT
abr-55	76	20	and	and	CCONJ
abr-55	76	21	math	math	NOUN
abr-55	76	22	250	250	NUM
abr-55	76	23	(	(	PUNCT
abr-55	76	24	survey	survey	NOUN
abr-55	76	25	of	of	ADP
abr-55	76	26	calculus	calculus	NOUN
abr-55	76	27	)	)	PUNCT
abr-55	76	28	.	.	PUNCT
abr-55	77	1	only	only	ADV
abr-55	77	2	math	math	NOUN
abr-55	77	3	201	201	NUM
abr-55	77	4	is	be	AUX
abr-55	77	5	required	require	VERB
abr-55	77	6	before	before	ADP
abr-55	77	7	taking	take	VERB
abr-55	77	8	qmet	qmet	ADJ
abr-55	77	9	251	251	NUM
abr-55	77	10	(	(	PUNCT
abr-55	77	11	fundamentals	fundamental	NOUN
abr-55	77	12	of	of	ADP
abr-55	77	13	business	business	NOUN
abr-55	77	14	statistics	statistic	NOUN
abr-55	77	15	)	)	PUNCT
abr-55	77	16	.	.	PUNCT
abr-55	78	1	qmet	qmet	PROPN
abr-55	78	2	251	251	NUM
abr-55	78	3	is	be	AUX
abr-55	78	4	a	a	DET
abr-55	78	5	prerequisite	prerequisite	NOUN
abr-55	78	6	for	for	ADP
abr-55	78	7	qmet	qmet	ADJ
abr-55	78	8	252	252	NUM
abr-55	78	9	(	(	PUNCT
abr-55	78	10	advanced	advanced	ADJ
abr-55	78	11	business	business	NOUN
abr-55	78	12	statistics	statistic	NOUN
abr-55	78	13	)	)	PUNCT
abr-55	78	14	.	.	PUNCT
abr-55	79	1	other	other	ADJ
abr-55	79	2	than	than	ADP
abr-55	79	3	math	math	PROPN
abr-55	79	4	105	105	NUM
abr-55	79	5	which	which	PRON
abr-55	79	6	is	be	AUX
abr-55	79	7	a	a	DET
abr-55	79	8	five	five	NUM
abr-55	79	9	-	-	PUNCT
abr-55	79	10	credithour	credithour	NOUN
abr-55	79	11	course	course	NOUN
abr-55	79	12	,	,	PUNCT
abr-55	79	13	all	all	DET
abr-55	79	14	other	other	ADJ
abr-55	79	15	courses	course	NOUN
abr-55	79	16	mentioned	mention	VERB
abr-55	79	17	above	above	ADV
abr-55	79	18	are	be	AUX
abr-55	79	19	worth	worth	ADJ
abr-55	79	20	three	three	NUM
abr-55	79	21	credit	credit	NOUN
abr-55	79	22	hours	hour	NOUN
abr-55	79	23	.	.	PUNCT
abr-55	80	1	figure	figure	NOUN
abr-55	80	2	1	1	NUM
abr-55	80	3	depicts	depict	VERB
abr-55	80	4	the	the	DET
abr-55	80	5	recommended	recommend	VERB
abr-55	80	6	progression	progression	NOUN
abr-55	80	7	,	,	PUNCT
abr-55	80	8	or	or	CCONJ
abr-55	80	9	“	"	PUNCT
abr-55	80	10	path	path	NOUN
abr-55	80	11	”	"	PUNCT
abr-55	80	12	,	,	PUNCT
abr-55	80	13	for	for	ADP
abr-55	80	14	mathematics	mathematic	NOUN
abr-55	80	15	and	and	CCONJ
abr-55	80	16	statistics	statistic	NOUN
abr-55	80	17	courses	course	NOUN
abr-55	80	18	at	at	ADP
abr-55	80	19	the	the	DET
abr-55	80	20	college	college	NOUN
abr-55	80	21	.	.	PUNCT
abr-55	81	1	figure	figure	NOUN
abr-55	81	2	1	1	NUM
abr-55	81	3	:	:	PUNCT
abr-55	81	4	mathematics	mathematic	NOUN
abr-55	81	5	and	and	CCONJ
abr-55	81	6	statistics	statistic	NOUN
abr-55	81	7	courses	course	NOUN
abr-55	81	8	progression	progression	NOUN
abr-55	81	9	paths	path	NOUN
abr-55	81	10	act	act	VERB
abr-55	81	11	math	math	PROPN
abr-55	81	12	17	17	NUM
abr-55	81	13	,	,	PUNCT
abr-55	81	14	18	18	NUM
abr-55	81	15	math	math	NOUN
abr-55	81	16	092	092	NUM
abr-55	81	17	(	(	PUNCT
abr-55	81	18	elementary	elementary	ADJ
abr-55	81	19	&	&	CCONJ
abr-55	81	20	intermediate	intermediate	PROPN
abr-55	81	21	algebra	algebra	PROPN
abr-55	81	22	)	)	PUNCT
abr-55	81	23	act	act	PROPN
abr-55	81	24	math	math	NOUN
abr-55	81	25	19	19	NUM
abr-55	81	26	,	,	PUNCT
abr-55	81	27	20	20	NUM
abr-55	81	28	math	math	NOUN
abr-55	81	29	100	100	NUM
abr-55	81	30	(	(	PUNCT
abr-55	81	31	college	college	NOUN
abr-55	81	32	algebra	algebra	NOUN
abr-55	81	33	fundamentals	fundamental	NOUN
abr-55	81	34	)	)	PUNCT
abr-55	81	35	act	act	PROPN
abr-55	81	36	math	math	NOUN
abr-55	81	37	21	21	NUM
abr-55	81	38	-	-	SYM
abr-55	81	39	24	24	NUM
abr-55	81	40	math	math	NOUN
abr-55	81	41	105	105	NUM
abr-55	81	42	(	(	PUNCT
abr-55	81	43	college	college	NOUN
abr-55	81	44	algebra	algebra	PROPN
abr-55	81	45	)	)	PUNCT
abr-55	81	46	math	math	NOUN
abr-55	81	47	250	250	NUM
abr-55	81	48	(	(	PUNCT
abr-55	81	49	survey	survey	NOUN
abr-55	81	50	of	of	ADP
abr-55	81	51	calculus	calculus	NOUN
abr-55	81	52	)	)	PUNCT
abr-55	81	53	math	math	NOUN
abr-55	81	54	201	201	NUM
abr-55	81	55	(	(	PUNCT
abr-55	81	56	decision	decision	NOUN
abr-55	81	57	mathematics	mathematic	NOUN
abr-55	81	58	)	)	PUNCT
abr-55	81	59	qmet	qmet	NOUN
abr-55	81	60	251	251	NUM
abr-55	81	61	(	(	PUNCT
abr-55	81	62	fundamentals	fundamental	NOUN
abr-55	81	63	of	of	ADP
abr-55	81	64	business	business	NOUN
abr-55	81	65	statistics	statistic	NOUN
abr-55	81	66	)	)	PUNCT
abr-55	81	67	qmet	qmet	NOUN
abr-55	81	68	252	252	NUM
abr-55	81	69	(	(	PUNCT
abr-55	81	70	advanced	advanced	ADJ
abr-55	81	71	business	business	NOUN
abr-55	81	72	statistics	statistic	NOUN
abr-55	81	73	)	)	PUNCT
abr-55	81	74	act	act	VERB
abr-55	81	75	math	math	NOUN
abr-55	81	76	!	!	PUNCT
abr-55	82	1	25	25	NUM
abr-55	82	2	data	datum	NOUN
abr-55	82	3	collection	collection	NOUN
abr-55	82	4	each	each	DET
abr-55	82	5	author	author	NOUN
abr-55	82	6	of	of	ADP
abr-55	82	7	this	this	DET
abr-55	82	8	research	research	NOUN
abr-55	82	9	advises	advise	VERB
abr-55	82	10	mis	mis	PROPN
abr-55	82	11	majors	major	NOUN
abr-55	82	12	for	for	ADP
abr-55	82	13	their	their	PRON
abr-55	82	14	course	course	NOUN
abr-55	82	15	registration	registration	NOUN
abr-55	82	16	.	.	PUNCT
abr-55	83	1	the	the	DET
abr-55	83	2	university	university	NOUN
abr-55	83	3	allows	allow	VERB
abr-55	83	4	faculty	faculty	NOUN
abr-55	83	5	advisors	advisor	NOUN
abr-55	83	6	online	online	ADJ
abr-55	83	7	access	access	NOUN
abr-55	83	8	to	to	ADP
abr-55	83	9	students	student	NOUN
abr-55	83	10	’	'	PUNCT
abr-55	83	11	academic	academic	ADJ
abr-55	83	12	records	record	NOUN
abr-55	83	13	.	.	PUNCT
abr-55	84	1	the	the	DET
abr-55	84	2	student	student	NOUN
abr-55	84	3	’s	’s	PART
abr-55	84	4	campus	campus	NOUN
abr-55	84	5	identification	identification	NOUN
abr-55	84	6	number	number	NOUN
abr-55	84	7	,	,	PUNCT
abr-55	84	8	provided	provide	VERB
abr-55	84	9	by	by	ADP
abr-55	84	10	the	the	DET
abr-55	84	11	mis	mis	PROPN
abr-55	84	12	department	department	PROPN
abr-55	84	13	secretary	secretary	NOUN
abr-55	84	14	,	,	PUNCT
abr-55	84	15	was	be	AUX
abr-55	84	16	used	use	VERB
abr-55	84	17	to	to	PART
abr-55	84	18	obtain	obtain	VERB
abr-55	84	19	grades	grade	NOUN
abr-55	84	20	,	,	PUNCT
abr-55	84	21	gender	gender	NOUN
abr-55	84	22	,	,	PUNCT
abr-55	84	23	academic	academic	ADJ
abr-55	84	24	classification	classification	NOUN
abr-55	84	25	,	,	PUNCT
abr-55	84	26	and	and	CCONJ
abr-55	84	27	act	act	VERB
abr-55	84	28	math	math	NOUN
abr-55	84	29	score	score	NOUN
abr-55	84	30	.	.	PUNCT
abr-55	85	1	data	datum	NOUN
abr-55	85	2	was	be	AUX
abr-55	85	3	collected	collect	VERB
abr-55	85	4	from	from	ADP
abr-55	85	5	all	all	DET
abr-55	85	6	mis	mis	NOUN
abr-55	85	7	majors	major	NOUN
abr-55	85	8	at	at	ADP
abr-55	85	9	the	the	DET
abr-55	85	10	end	end	NOUN
abr-55	85	11	of	of	ADP
abr-55	85	12	the	the	DET
abr-55	85	13	fall	fall	NOUN
abr-55	85	14	2010	2010	NUM
abr-55	85	15	semester	semester	NOUN
abr-55	85	16	,	,	PUNCT
abr-55	85	17	resulting	result	VERB
abr-55	85	18	in	in	ADP
abr-55	85	19	a	a	DET
abr-55	85	20	total	total	NOUN
abr-55	85	21	of	of	ADP
abr-55	85	22	159	159	NUM
abr-55	85	23	students	student	NOUN
abr-55	85	24	.	.	PUNCT
abr-55	86	1	the	the	DET
abr-55	86	2	grades	grade	NOUN
abr-55	86	3	were	be	AUX
abr-55	86	4	not	not	PART
abr-55	86	5	identifiable	identifiable	ADJ
abr-55	86	6	to	to	ADP
abr-55	86	7	individual	individual	ADJ
abr-55	86	8	students	student	NOUN
abr-55	86	9	.	.	PUNCT
abr-55	87	1	data	datum	NOUN
abr-55	87	2	sources	source	NOUN
abr-55	87	3	for	for	ADP
abr-55	87	4	the	the	DET
abr-55	87	5	quantitative	quantitative	ADJ
abr-55	87	6	analyses	analysis	NOUN
abr-55	87	7	included	include	VERB
abr-55	87	8	students	student	NOUN
abr-55	87	9	’	'	PUNCT
abr-55	87	10	gender	gender	NOUN
abr-55	87	11	,	,	PUNCT
abr-55	87	12	classification	classification	NOUN
abr-55	87	13	(	(	PUNCT
abr-55	87	14	freshmen	freshmen	NOUN
abr-55	87	15	,	,	PUNCT
abr-55	87	16	sophomore	sophomore	NOUN
abr-55	87	17	,	,	PUNCT
abr-55	87	18	junior	junior	ADJ
abr-55	87	19	or	or	CCONJ
abr-55	87	20	lai	lai	PROPN
abr-55	87	21	,	,	PUNCT
abr-55	87	22	tanner	tanner	NOUN
abr-55	87	23	,	,	PUNCT
abr-55	87	24	stevens	stevens	PROPN
abr-55	87	25	advances	advance	NOUN
abr-55	87	26	in	in	ADP
abr-55	87	27	business	business	NOUN
abr-55	87	28	research	research	NOUN
abr-55	87	29	2011	2011	NUM
abr-55	87	30	,	,	PUNCT
abr-55	87	31	vol	vol	NOUN
abr-55	87	32	.	.	PROPN
abr-55	87	33	2	2	NUM
abr-55	87	34	,	,	PUNCT
abr-55	87	35	no	no	INTJ
abr-55	87	36	.	.	NOUN
abr-55	87	37	1	1	NUM
abr-55	87	38	,	,	PUNCT
abr-55	87	39	115	115	NUM
abr-55	87	40	-	-	SYM
abr-55	87	41	124	124	NUM
abr-55	87	42	119	119	NUM
abr-55	87	43	senior	senior	NOUN
abr-55	87	44	)	)	PUNCT
abr-55	87	45	,	,	PUNCT
abr-55	87	46	act	act	VERB
abr-55	87	47	math	math	NOUN
abr-55	87	48	score	score	NOUN
abr-55	87	49	,	,	PUNCT
abr-55	87	50	the	the	DET
abr-55	87	51	final	final	ADJ
abr-55	87	52	grade	grade	NOUN
abr-55	87	53	received	receive	VERB
abr-55	87	54	for	for	ADP
abr-55	87	55	remedial	remedial	ADJ
abr-55	87	56	math	math	NOUN
abr-55	87	57	(	(	PUNCT
abr-55	87	58	math	math	NOUN
abr-55	87	59	092	092	NUM
abr-55	87	60	)	)	PUNCT
abr-55	87	61	,	,	PUNCT
abr-55	87	62	final	final	ADJ
abr-55	87	63	grades	grade	NOUN
abr-55	87	64	from	from	ADP
abr-55	87	65	required	require	VERB
abr-55	87	66	math	math	NOUN
abr-55	87	67	courses	course	NOUN
abr-55	87	68	(	(	PUNCT
abr-55	87	69	math	math	NOUN
abr-55	87	70	100	100	NUM
abr-55	87	71	or	or	CCONJ
abr-55	87	72	105	105	NUM
abr-55	87	73	,	,	PUNCT
abr-55	87	74	math	math	NOUN
abr-55	87	75	201	201	NUM
abr-55	87	76	,	,	PUNCT
abr-55	87	77	and	and	CCONJ
abr-55	87	78	math	math	NOUN
abr-55	87	79	250	250	NUM
abr-55	87	80	)	)	PUNCT
abr-55	87	81	,	,	PUNCT
abr-55	87	82	and	and	CCONJ
abr-55	87	83	final	final	ADJ
abr-55	87	84	grades	grade	NOUN
abr-55	87	85	from	from	ADP
abr-55	87	86	statistics	statistic	NOUN
abr-55	87	87	courses	course	NOUN
abr-55	87	88	(	(	PUNCT
abr-55	87	89	qmet	qmet	NOUN
abr-55	87	90	251	251	NUM
abr-55	87	91	and	and	CCONJ
abr-55	87	92	qmet	qmet	ADJ
abr-55	87	93	252	252	NUM
abr-55	87	94	)	)	PUNCT
abr-55	87	95	.	.	PUNCT
abr-55	88	1	if	if	SCONJ
abr-55	88	2	a	a	DET
abr-55	88	3	student	student	NOUN
abr-55	88	4	failed	fail	VERB
abr-55	88	5	course(s	course(s	ADJ
abr-55	88	6	)	)	PUNCT
abr-55	88	7	multiple	multiple	ADJ
abr-55	88	8	times	time	NOUN
abr-55	88	9	,	,	PUNCT
abr-55	88	10	only	only	ADV
abr-55	88	11	the	the	DET
abr-55	88	12	final	final	ADJ
abr-55	88	13	passing	passing	NOUN
abr-55	88	14	grade	grade	NOUN
abr-55	88	15	was	be	AUX
abr-55	88	16	recorded	record	VERB
abr-55	88	17	.	.	PUNCT
abr-55	89	1	data	datum	NOUN
abr-55	89	2	analysis	analysis	NOUN
abr-55	89	3	a	a	DET
abr-55	89	4	scale	scale	NOUN
abr-55	89	5	ranging	range	VERB
abr-55	89	6	from	from	ADP
abr-55	89	7	0	0	NUM
abr-55	89	8	to	to	PART
abr-55	89	9	4	4	NUM
abr-55	89	10	was	be	AUX
abr-55	89	11	used	use	VERB
abr-55	89	12	to	to	PART
abr-55	89	13	code	code	VERB
abr-55	89	14	the	the	DET
abr-55	89	15	grades	grade	NOUN
abr-55	89	16	achieved	achieve	VERB
abr-55	89	17	in	in	ADP
abr-55	89	18	all	all	DET
abr-55	89	19	mathematics	mathematic	NOUN
abr-55	89	20	and	and	CCONJ
abr-55	89	21	statistics	statistic	NOUN
abr-55	89	22	courses	course	NOUN
abr-55	89	23	(	(	PUNCT
abr-55	89	24	f	f	X
abr-55	89	25	=	=	SYM
abr-55	89	26	0	0	NUM
abr-55	89	27	;	;	PUNCT
abr-55	90	1	d	d	NOUN
abr-55	90	2	=	=	NOUN
abr-55	90	3	1	1	NUM
abr-55	90	4	;	;	PUNCT
abr-55	90	5	c	c	NOUN
abr-55	90	6	=	=	SYM
abr-55	90	7	2	2	NUM
abr-55	90	8	;	;	PUNCT
abr-55	90	9	b	b	X
abr-55	90	10	=	=	SYM
abr-55	90	11	3	3	NUM
abr-55	90	12	:	:	PUNCT
abr-55	90	13	and	and	CCONJ
abr-55	90	14	a	a	DET
abr-55	90	15	=	=	NOUN
abr-55	90	16	4	4	NUM
abr-55	90	17	)	)	PUNCT
abr-55	90	18	.	.	PUNCT
abr-55	91	1	spss	spss	PROPN
abr-55	91	2	version	version	PROPN
abr-55	91	3	17	17	NUM
abr-55	91	4	was	be	AUX
abr-55	91	5	used	use	VERB
abr-55	91	6	to	to	PART
abr-55	91	7	conduct	conduct	VERB
abr-55	91	8	all	all	DET
abr-55	91	9	statistical	statistical	ADJ
abr-55	91	10	analyses	analysis	NOUN
abr-55	91	11	.	.	PUNCT
abr-55	92	1	first	first	ADV
abr-55	92	2	,	,	PUNCT
abr-55	92	3	correlation	correlation	NOUN
abr-55	92	4	analyses	analysis	NOUN
abr-55	92	5	were	be	AUX
abr-55	92	6	conducted	conduct	VERB
abr-55	92	7	to	to	PART
abr-55	92	8	investigate	investigate	VERB
abr-55	92	9	the	the	DET
abr-55	92	10	relationships	relationship	NOUN
abr-55	92	11	between	between	ADP
abr-55	92	12	the	the	DET
abr-55	92	13	students	student	NOUN
abr-55	92	14	’	’	PART
abr-55	92	15	performance	performance	NOUN
abr-55	92	16	in	in	ADP
abr-55	92	17	mathematics	mathematics	NOUN
abr-55	92	18	courses	course	NOUN
abr-55	92	19	and	and	CCONJ
abr-55	92	20	their	their	PRON
abr-55	92	21	grades	grade	NOUN
abr-55	92	22	in	in	ADP
abr-55	92	23	both	both	DET
abr-55	92	24	business	business	NOUN
abr-55	92	25	statistics	statistic	NOUN
abr-55	92	26	courses	course	NOUN
abr-55	92	27	.	.	PUNCT
abr-55	93	1	second	second	ADJ
abr-55	93	2	,	,	PUNCT
abr-55	93	3	as	as	SCONJ
abr-55	93	4	described	describe	VERB
abr-55	93	5	earlier	early	ADV
abr-55	93	6	in	in	ADP
abr-55	93	7	the	the	DET
abr-55	93	8	subsection	subsection	NOUN
abr-55	93	9	of	of	ADP
abr-55	93	10	initial	initial	ADJ
abr-55	93	11	mathematics	mathematic	NOUN
abr-55	93	12	placement	placement	NOUN
abr-55	93	13	,	,	PUNCT
abr-55	93	14	mis	mis	PROPN
abr-55	93	15	majors	major	NOUN
abr-55	93	16	were	be	AUX
abr-55	93	17	placed	place	VERB
abr-55	93	18	into	into	ADP
abr-55	93	19	different	different	ADJ
abr-55	93	20	initial	initial	ADJ
abr-55	93	21	math	math	NOUN
abr-55	93	22	classes	class	NOUN
abr-55	93	23	based	base	VERB
abr-55	93	24	on	on	ADP
abr-55	93	25	their	their	PRON
abr-55	93	26	act	act	NOUN
abr-55	93	27	math	math	NOUN
abr-55	93	28	scores	score	NOUN
abr-55	93	29	.	.	PUNCT
abr-55	94	1	one	one	NUM
abr-55	94	2	-	-	PUNCT
abr-55	94	3	way	way	NOUN
abr-55	94	4	anova	anova	PROPN
abr-55	94	5	tests	test	NOUN
abr-55	94	6	were	be	AUX
abr-55	94	7	conducted	conduct	VERB
abr-55	94	8	to	to	PART
abr-55	94	9	test	test	VERB
abr-55	94	10	for	for	ADP
abr-55	94	11	differences	difference	NOUN
abr-55	94	12	in	in	ADP
abr-55	94	13	students	student	NOUN
abr-55	94	14	’	’	PART
abr-55	94	15	business	business	NOUN
abr-55	94	16	statistics	statistic	NOUN
abr-55	94	17	grades	grade	NOUN
abr-55	94	18	,	,	PUNCT
abr-55	94	19	treating	treat	VERB
abr-55	94	20	the	the	DET
abr-55	94	21	four	four	NUM
abr-55	94	22	different	different	ADJ
abr-55	94	23	initial	initial	ADJ
abr-55	94	24	math	math	NOUN
abr-55	94	25	placement	placement	NOUN
abr-55	94	26	paths	path	NOUN
abr-55	94	27	(	(	PUNCT
abr-55	94	28	see	see	VERB
abr-55	94	29	figure	figure	NOUN
abr-55	94	30	1	1	NUM
abr-55	94	31	)	)	PUNCT
abr-55	94	32	as	as	ADP
abr-55	94	33	independent	independent	ADJ
abr-55	94	34	variables	variable	NOUN
abr-55	94	35	.	.	PUNCT
abr-55	95	1	if	if	SCONJ
abr-55	95	2	the	the	DET
abr-55	95	3	group	group	NOUN
abr-55	95	4	difference	difference	NOUN
abr-55	95	5	was	be	AUX
abr-55	95	6	significant	significant	ADJ
abr-55	95	7	,	,	PUNCT
abr-55	95	8	the	the	DET
abr-55	95	9	post	post	ADJ
abr-55	95	10	-	-	ADJ
abr-55	95	11	hoc	hoc	ADJ
abr-55	95	12	multiple	multiple	ADJ
abr-55	95	13	comparisons	comparison	NOUN
abr-55	95	14	tests	test	NOUN
abr-55	95	15	using	use	VERB
abr-55	95	16	gabriel	gabriel	PROPN
abr-55	95	17	’s	’s	PART
abr-55	95	18	procedure	procedure	NOUN
abr-55	95	19	were	be	AUX
abr-55	95	20	conducted	conduct	VERB
abr-55	95	21	to	to	PART
abr-55	95	22	compare	compare	VERB
abr-55	95	23	all	all	DET
abr-55	95	24	different	different	ADJ
abr-55	95	25	combinations	combination	NOUN
abr-55	95	26	among	among	ADP
abr-55	95	27	the	the	DET
abr-55	95	28	four	four	NUM
abr-55	95	29	act	act	NOUN
abr-55	95	30	math	math	NOUN
abr-55	95	31	paths	path	NOUN
abr-55	95	32	.	.	PUNCT
abr-55	96	1	third	third	ADV
abr-55	96	2	,	,	PUNCT
abr-55	96	3	a	a	DET
abr-55	96	4	paired	pair	VERB
abr-55	96	5	t	t	NOUN
abr-55	96	6	-	-	PUNCT
abr-55	96	7	test	test	NOUN
abr-55	96	8	was	be	AUX
abr-55	96	9	conducted	conduct	VERB
abr-55	96	10	to	to	PART
abr-55	96	11	test	test	VERB
abr-55	96	12	the	the	DET
abr-55	96	13	difference	difference	NOUN
abr-55	96	14	in	in	ADP
abr-55	96	15	mean	mean	ADJ
abr-55	96	16	grades	grade	NOUN
abr-55	96	17	between	between	ADP
abr-55	96	18	the	the	DET
abr-55	96	19	two	two	NUM
abr-55	96	20	business	business	NOUN
abr-55	96	21	statistics	statistic	NOUN
abr-55	96	22	courses	course	NOUN
abr-55	96	23	.	.	PUNCT
abr-55	97	1	the	the	DET
abr-55	97	2	alpha	alpha	ADJ
abr-55	97	3	level	level	NOUN
abr-55	97	4	for	for	ADP
abr-55	97	5	all	all	DET
abr-55	97	6	analyses	analysis	NOUN
abr-55	97	7	was	be	AUX
abr-55	97	8	set	set	VERB
abr-55	97	9	at	at	ADP
abr-55	97	10	!	!	PUNCT
abr-55	97	11	"	"	PUNCT
abr-55	97	12	!	!	PUNCT
abr-55	98	1	#	#	SYM
abr-55	98	2	$	$	SYM
abr-55	98	3	%	%	NOUN
abr-55	98	4	#	#	NOUN
abr-55	98	5	results	result	VERB
abr-55	98	6	correlation	correlation	NOUN
abr-55	98	7	analyses	analysis	NOUN
abr-55	98	8	table	table	NOUN
abr-55	98	9	3	3	NUM
abr-55	98	10	shows	show	VERB
abr-55	98	11	12	12	NUM
abr-55	98	12	correlations	correlation	NOUN
abr-55	98	13	,	,	PUNCT
abr-55	98	14	only	only	ADV
abr-55	98	15	four	four	NUM
abr-55	98	16	of	of	ADP
abr-55	98	17	which	which	PRON
abr-55	98	18	were	be	AUX
abr-55	98	19	positive	positive	ADJ
abr-55	98	20	and	and	CCONJ
abr-55	98	21	statistically	statistically	ADV
abr-55	98	22	significant	significant	ADJ
abr-55	98	23	between	between	ADP
abr-55	98	24	:	:	PUNCT
abr-55	98	25	a	a	X
abr-55	98	26	)	)	PUNCT
abr-55	98	27	act	act	NOUN
abr-55	98	28	math	math	NOUN
abr-55	98	29	scores	score	NOUN
abr-55	98	30	and	and	CCONJ
abr-55	98	31	fundamentals	fundamental	NOUN
abr-55	98	32	of	of	ADP
abr-55	98	33	business	business	NOUN
abr-55	98	34	statistics	statistic	NOUN
abr-55	98	35	(	(	PUNCT
abr-55	98	36	qmet	qmet	ADJ
abr-55	98	37	251	251	NUM
abr-55	98	38	)	)	PUNCT
abr-55	98	39	grades	grade	NOUN
abr-55	98	40	,	,	PUNCT
abr-55	98	41	r	r	NOUN
abr-55	98	42	=	=	SYM
abr-55	98	43	.231	.231	NUM
abr-55	98	44	,	,	PUNCT
abr-55	98	45	p	p	X
abr-55	98	46	=	=	PROPN
abr-55	98	47	.04	.04	NUM
abr-55	98	48	.	.	PUNCT
abr-55	99	1	b	b	X
abr-55	99	2	)	)	PUNCT
abr-55	99	3	college	college	NOUN
abr-55	99	4	algebra	algebra	NOUN
abr-55	99	5	(	(	PUNCT
abr-55	99	6	math	math	NOUN
abr-55	99	7	105	105	NUM
abr-55	99	8	)	)	PUNCT
abr-55	99	9	grades	grade	NOUN
abr-55	99	10	and	and	CCONJ
abr-55	99	11	qmet	qmet	ADJ
abr-55	99	12	251	251	NUM
abr-55	99	13	,	,	PUNCT
abr-55	99	14	r	r	NOUN
abr-55	99	15	=	=	PUNCT
abr-55	99	16	.263	.263	NUM
abr-55	99	17	,	,	PUNCT
abr-55	99	18	p	p	X
abr-55	99	19	=	=	NOUN
abr-55	99	20	.048	.048	NUM
abr-55	99	21	.	.	PUNCT
abr-55	100	1	c	c	X
abr-55	100	2	)	)	PUNCT
abr-55	100	3	math	math	NOUN
abr-55	100	4	105	105	NUM
abr-55	100	5	and	and	CCONJ
abr-55	100	6	advanced	advanced	ADJ
abr-55	100	7	business	business	NOUN
abr-55	100	8	statistics	statistic	NOUN
abr-55	100	9	(	(	PUNCT
abr-55	100	10	qmet	qmet	NOUN
abr-55	100	11	252	252	NUM
abr-55	100	12	)	)	PUNCT
abr-55	100	13	,	,	PUNCT
abr-55	100	14	r	r	NOUN
abr-55	100	15	=	=	SYM
abr-55	100	16	.405	.405	NUM
abr-55	100	17	,	,	PUNCT
abr-55	100	18	p	p	X
abr-55	100	19	=	=	PROPN
abr-55	100	20	.012	.012	NUM
abr-55	100	21	.	.	PUNCT
abr-55	101	1	d	d	X
abr-55	101	2	)	)	PUNCT
abr-55	101	3	decision	decision	NOUN
abr-55	101	4	mathematics	mathematic	NOUN
abr-55	101	5	(	(	PUNCT
abr-55	101	6	math	math	NOUN
abr-55	101	7	201	201	NUM
abr-55	101	8	)	)	PUNCT
abr-55	101	9	and	and	CCONJ
abr-55	101	10	qmet	qmet	ADJ
abr-55	101	11	251	251	NUM
abr-55	101	12	,	,	PUNCT
abr-55	101	13	r	r	NOUN
abr-55	101	14	=	=	SYM
abr-55	101	15	.266	.266	NUM
abr-55	101	16	,	,	PUNCT
abr-55	101	17	p	p	PROPN
abr-55	101	18	=	=	PROPN
abr-55	101	19	.015	.015	NUM
abr-55	101	20	.	.	PUNCT
abr-55	102	1	other	other	ADJ
abr-55	102	2	than	than	ADP
abr-55	102	3	math105	math105	PROPN
abr-55	102	4	,	,	PUNCT
abr-55	102	5	none	none	NOUN
abr-55	102	6	of	of	ADP
abr-55	102	7	the	the	DET
abr-55	102	8	other	other	ADJ
abr-55	102	9	math	math	NOUN
abr-55	102	10	-	-	PUNCT
abr-55	102	11	related	relate	VERB
abr-55	102	12	scores	score	NOUN
abr-55	102	13	or	or	CCONJ
abr-55	102	14	grades	grade	NOUN
abr-55	102	15	were	be	AUX
abr-55	102	16	statistically	statistically	ADV
abr-55	102	17	correlated	correlate	VERB
abr-55	102	18	to	to	ADP
abr-55	102	19	performance	performance	NOUN
abr-55	102	20	of	of	ADP
abr-55	102	21	qmet	qmet	NOUN
abr-55	102	22	252	252	NUM
abr-55	102	23	,	,	PUNCT
abr-55	102	24	the	the	DET
abr-55	102	25	advanced	advanced	ADJ
abr-55	102	26	business	business	NOUN
abr-55	102	27	statistics	statistic	NOUN
abr-55	102	28	course	course	NOUN
abr-55	102	29	.	.	PUNCT
abr-55	103	1	table	table	NOUN
abr-55	103	2	3	3	NUM
abr-55	103	3	:	:	PUNCT
abr-55	103	4	correlations	correlation	NOUN
abr-55	103	5	between	between	ADP
abr-55	103	6	mathematics	mathematic	NOUN
abr-55	103	7	performance	performance	NOUN
abr-55	103	8	and	and	CCONJ
abr-55	103	9	statistics	statistic	NOUN
abr-55	103	10	performance	performance	NOUN
abr-55	103	11	correlations	correlation	NOUN
abr-55	103	12	between	between	ADP
abr-55	103	13	r	r	NOUN
abr-55	103	14	(	(	PUNCT
abr-55	103	15	coefficient	coefficient	NOUN
abr-55	103	16	of	of	ADP
abr-55	103	17	correlations	correlation	NOUN
abr-55	103	18	)	)	PUNCT
abr-55	103	19	p	p	NOUN
abr-55	103	20	-	-	PUNCT
abr-55	103	21	value	value	NOUN
abr-55	103	22	*	*	NOUN
abr-55	103	23	*	*	PROPN
abr-55	103	24	act	act	PROPN
abr-55	103	25	math	math	NOUN
abr-55	103	26	&	&	CCONJ
abr-55	103	27	qmet	qmet	ADJ
abr-55	103	28	251	251	NUM
abr-55	103	29	.231	.231	NUM
abr-55	103	30	.040	.040	NUM
abr-55	103	31	*	*	PUNCT
abr-55	103	32	*	*	PUNCT
abr-55	103	33	act	act	PROPN
abr-55	103	34	math	math	NOUN
abr-55	103	35	&	&	CCONJ
abr-55	103	36	qmet	qmet	ADJ
abr-55	103	37	252	252	NUM
abr-55	103	38	.031	.031	NUM
abr-55	103	39	.819	.819	NUM
abr-55	103	40	math	math	PROPN
abr-55	103	41	092	092	NUM
abr-55	103	42	&	&	CCONJ
abr-55	103	43	qmet	qmet	PROPN
abr-55	103	44	251	251	NUM
abr-55	103	45	.221	.221	NUM
abr-55	103	46	.540	.540	NUM
abr-55	104	1	math	math	NOUN
abr-55	104	2	092	092	NUM
abr-55	104	3	&	&	CCONJ
abr-55	104	4	qmet	qmet	ADJ
abr-55	104	5	252	252	NUM
abr-55	104	6	.423	.423	NUM
abr-55	104	7	.498	.498	NUM
abr-55	104	8	math	math	PROPN
abr-55	104	9	100	100	NUM
abr-55	104	10	&	&	CCONJ
abr-55	104	11	qmet	qmet	ADJ
abr-55	104	12	251	251	NUM
abr-55	104	13	.120	.120	NUM
abr-55	104	14	.545	.545	NUM
abr-55	104	15	math	math	PROPN
abr-55	104	16	100	100	NUM
abr-55	104	17	&	&	CCONJ
abr-55	104	18	qmet	qmet	ADJ
abr-55	104	19	252	252	NUM
abr-55	104	20	.258	.258	NUM
abr-55	104	21	.286	.286	NUM
abr-55	104	22	math	math	PROPN
abr-55	104	23	105	105	NUM
abr-55	104	24	&	&	CCONJ
abr-55	104	25	qmet	qmet	ADJ
abr-55	104	26	251	251	NUM
abr-55	104	27	.263	.263	NUM
abr-55	104	28	.048	.048	NUM
abr-55	104	29	*	*	PROPN
abr-55	104	30	*	*	PUNCT
abr-55	104	31	math	math	PROPN
abr-55	104	32	105	105	NUM
abr-55	104	33	&	&	CCONJ
abr-55	104	34	qmet	qmet	ADJ
abr-55	104	35	252	252	NUM
abr-55	104	36	.405	.405	NUM
abr-55	104	37	.012	.012	NUM
abr-55	104	38	*	*	PROPN
abr-55	104	39	*	*	PROPN
abr-55	104	40	math	math	PROPN
abr-55	104	41	201	201	NUM
abr-55	104	42	&	&	CCONJ
abr-55	104	43	qmet	qmet	ADJ
abr-55	104	44	251	251	NUM
abr-55	104	45	.266	.266	NUM
abr-55	104	46	.015	.015	NUM
abr-55	104	47	*	*	PUNCT
abr-55	104	48	*	*	PROPN
abr-55	104	49	math	math	PROPN
abr-55	104	50	201	201	NUM
abr-55	104	51	&	&	CCONJ
abr-55	104	52	qmet	qmet	ADJ
abr-55	104	53	252	252	NUM
abr-55	104	54	.028	.028	NUM
abr-55	104	55	.833	.833	NUM
abr-55	104	56	math	math	PROPN
abr-55	104	57	250	250	NUM
abr-55	104	58	&	&	CCONJ
abr-55	104	59	qmet	qmet	ADJ
abr-55	104	60	251	251	NUM
abr-55	104	61	.041	.041	NUM
abr-55	104	62	.737	.737	NUM
abr-55	105	1	math	math	PROPN
abr-55	105	2	250	250	NUM
abr-55	105	3	&	&	CCONJ
abr-55	105	4	qmet	qmet	ADJ
abr-55	105	5	252	252	NUM
abr-55	105	6	.075	.075	NUM
abr-55	105	7	.607	.607	NUM
abr-55	105	8	&	&	CCONJ
abr-55	105	9	&	&	CCONJ
abr-55	105	10	'	'	PROPN
abr-55	105	11	(	(	PUNCT
abr-55	105	12	)	)	PUNCT
abr-55	105	13	*	*	PUNCT
abr-55	105	14	(	(	PUNCT
abr-55	105	15	+	+	ADJ
abr-55	105	16	(	(	PUNCT
abr-55	105	17	,	,	PUNCT
abr-55	105	18	-*.!,/0012-.(/*!-	-*.!,/0012-.(/*!-	NOUN
abr-55	105	19	.	.	PUNCT
abr-55	105	20	!	!	PUNCT
abr-55	105	21	!	!	PUNCT
abr-55	106	1	"	"	PUNCT
abr-55	106	2	!	!	PUNCT
abr-55	107	1	#	#	SYM
abr-55	107	2	$	$	SYM
abr-55	107	3	%	%	NOUN
abr-55	107	4	!	!	PUNCT
abr-55	108	1	321412!/+!5()*(+(,-*,16	321412!/+!5()*(+(,-*,16	PROPN
abr-55	108	2	anova	anova	PROPN
abr-55	108	3	on	on	ADP
abr-55	108	4	qmet	qmet	ADJ
abr-55	108	5	grades	grade	NOUN
abr-55	108	6	for	for	ADP
abr-55	108	7	different	different	ADJ
abr-55	108	8	math	math	NOUN
abr-55	108	9	placement	placement	NOUN
abr-55	108	10	paths	path	NOUN
abr-55	108	11	analysis	analysis	NOUN
abr-55	108	12	of	of	ADP
abr-55	108	13	variance	variance	NOUN
abr-55	108	14	(	(	PUNCT
abr-55	108	15	anova	anova	PROPN
abr-55	108	16	)	)	PUNCT
abr-55	108	17	showed	show	VERB
abr-55	108	18	that	that	SCONJ
abr-55	108	19	initial	initial	ADJ
abr-55	108	20	mathematics	mathematic	NOUN
abr-55	108	21	placement	placement	NOUN
abr-55	108	22	and	and	CCONJ
abr-55	108	23	path	path	NOUN
abr-55	108	24	of	of	ADP
abr-55	108	25	progression	progression	NOUN
abr-55	108	26	,	,	PUNCT
abr-55	108	27	as	as	SCONJ
abr-55	108	28	shown	show	VERB
abr-55	108	29	in	in	ADP
abr-55	108	30	figure	figure	NOUN
abr-55	108	31	1	1	NUM
abr-55	108	32	,	,	PUNCT
abr-55	108	33	had	have	VERB
abr-55	108	34	no	no	DET
abr-55	108	35	statistically	statistically	ADV
abr-55	108	36	significant	significant	ADJ
abr-55	108	37	effect	effect	NOUN
abr-55	108	38	on	on	ADP
abr-55	108	39	performance	performance	NOUN
abr-55	108	40	in	in	ADP
abr-55	108	41	qmet	qmet	NOUN
abr-55	108	42	251	251	NUM
abr-55	108	43	,	,	PUNCT
abr-55	108	44	with	with	ADP
abr-55	108	45	f	f	PROPN
abr-55	108	46	(	(	PUNCT
abr-55	108	47	3	3	NUM
abr-55	108	48	,	,	PUNCT
abr-55	108	49	75	75	NUM
abr-55	108	50	)	)	PUNCT
abr-55	108	51	=	=	PUNCT
abr-55	109	1	1.272	1.272	NUM
abr-55	109	2	,	,	PUNCT
abr-55	109	3	p	p	X
abr-55	109	4	=	=	PROPN
abr-55	109	5	.290	.290	NUM
abr-55	109	6	,	,	PUNCT
abr-55	109	7	and	and	CCONJ
abr-55	109	8	effect	effect	NOUN
abr-55	109	9	size	size	NOUN
abr-55	109	10	r	r	NOUN
abr-55	109	11	=	=	SYM
abr-55	109	12	.22	.22	NUM
abr-55	109	13	.	.	PUNCT
abr-55	110	1	similarly	similarly	ADV
abr-55	110	2	,	,	PUNCT
abr-55	110	3	initial	initial	ADJ
abr-55	110	4	mathematics	mathematic	NOUN
abr-55	110	5	placement	placement	NOUN
abr-55	110	6	and	and	CCONJ
abr-55	110	7	path	path	NOUN
abr-55	110	8	of	of	ADP
abr-55	110	9	progression	progression	NOUN
abr-55	110	10	lai	lai	PROPN
abr-55	110	11	,	,	PUNCT
abr-55	110	12	tanner	tanner	NOUN
abr-55	110	13	,	,	PUNCT
abr-55	110	14	stevens	stevens	PROPN
abr-55	110	15	advances	advance	NOUN
abr-55	110	16	in	in	ADP
abr-55	110	17	business	business	NOUN
abr-55	110	18	research	research	NOUN
abr-55	110	19	2011	2011	NUM
abr-55	110	20	,	,	PUNCT
abr-55	110	21	vol	vol	NOUN
abr-55	110	22	.	.	PROPN
abr-55	111	1	2	2	NUM
abr-55	111	2	,	,	PUNCT
abr-55	111	3	no	no	INTJ
abr-55	111	4	.	.	NOUN
abr-55	111	5	1	1	NUM
abr-55	111	6	,	,	PUNCT
abr-55	111	7	115	115	NUM
abr-55	111	8	-	-	SYM
abr-55	111	9	124	124	NUM
abr-55	111	10	120	120	NUM
abr-55	111	11	had	have	VERB
abr-55	111	12	no	no	DET
abr-55	111	13	significant	significant	ADJ
abr-55	111	14	statistical	statistical	ADJ
abr-55	111	15	effect	effect	NOUN
abr-55	111	16	on	on	ADP
abr-55	111	17	performance	performance	NOUN
abr-55	111	18	in	in	ADP
abr-55	111	19	qmet	qmet	NOUN
abr-55	111	20	252	252	NUM
abr-55	111	21	,	,	PUNCT
abr-55	111	22	with	with	ADP
abr-55	111	23	f	f	PROPN
abr-55	111	24	(	(	PUNCT
abr-55	111	25	3	3	NUM
abr-55	111	26	,	,	PUNCT
abr-55	111	27	52	52	NUM
abr-55	111	28	)	)	PUNCT
abr-55	111	29	=	=	SYM
abr-55	111	30	.513	.513	NUM
abr-55	111	31	,	,	PUNCT
abr-55	111	32	p	p	NOUN
abr-55	111	33	=	=	NOUN
abr-55	111	34	.0675	.0675	PROPN
abr-55	111	35	,	,	PUNCT
abr-55	111	36	and	and	CCONJ
abr-55	111	37	effect	effect	NOUN
abr-55	111	38	size	size	NOUN
abr-55	111	39	r	r	NOUN
abr-55	111	40	=	=	SYM
abr-55	111	41	.17	.17	PROPN
abr-55	111	42	.	.	PUNCT
abr-55	112	1	paired	pair	VERB
abr-55	112	2	t	t	PROPN
abr-55	112	3	test	test	NOUN
abr-55	112	4	a	a	DET
abr-55	112	5	paired	pair	VERB
abr-55	112	6	t	t	NOUN
abr-55	112	7	-	-	PUNCT
abr-55	112	8	test	test	NOUN
abr-55	112	9	was	be	AUX
abr-55	112	10	performed	perform	VERB
abr-55	112	11	on	on	ADP
abr-55	112	12	the	the	DET
abr-55	112	13	mean	mean	ADJ
abr-55	112	14	difference	difference	NOUN
abr-55	112	15	of	of	ADP
abr-55	112	16	grades	grade	NOUN
abr-55	112	17	between	between	ADP
abr-55	112	18	qmet	qmet	ADJ
abr-55	112	19	251	251	NUM
abr-55	112	20	and	and	CCONJ
abr-55	112	21	qmet	qmet	ADJ
abr-55	112	22	252	252	NUM
abr-55	112	23	(	(	PUNCT
abr-55	112	24	each	each	DET
abr-55	112	25	pair	pair	NOUN
abr-55	112	26	of	of	ADP
abr-55	112	27	values	value	NOUN
abr-55	112	28	consisted	consist	VERB
abr-55	112	29	of	of	ADP
abr-55	112	30	a	a	DET
abr-55	112	31	single	single	ADJ
abr-55	112	32	student	student	NOUN
abr-55	112	33	’s	’s	PART
abr-55	112	34	grade	grade	NOUN
abr-55	112	35	in	in	ADP
abr-55	112	36	each	each	DET
abr-55	112	37	course	course	NOUN
abr-55	112	38	)	)	PUNCT
abr-55	112	39	.	.	PUNCT
abr-55	113	1	the	the	DET
abr-55	113	2	results	result	NOUN
abr-55	113	3	indicated	indicate	VERB
abr-55	113	4	a	a	DET
abr-55	113	5	statistically	statistically	ADV
abr-55	113	6	significant	significant	ADJ
abr-55	113	7	difference	difference	NOUN
abr-55	113	8	with	with	ADP
abr-55	113	9	t	t	NOUN
abr-55	113	10	=	=	SYM
abr-55	113	11	3.609	3.609	NUM
abr-55	113	12	and	and	CCONJ
abr-55	113	13	p	p	NOUN
abr-55	113	14	=	=	NOUN
abr-55	113	15	.001	.001	NUM
abr-55	113	16	in	in	ADP
abr-55	113	17	final	final	ADJ
abr-55	113	18	grades	grade	NOUN
abr-55	113	19	between	between	ADP
abr-55	113	20	the	the	DET
abr-55	113	21	two	two	NUM
abr-55	113	22	courses	course	NOUN
abr-55	113	23	.	.	PUNCT
abr-55	114	1	discussion	discussion	NOUN
abr-55	114	2	the	the	DET
abr-55	114	3	purposes	purpose	NOUN
abr-55	114	4	of	of	ADP
abr-55	114	5	the	the	DET
abr-55	114	6	study	study	NOUN
abr-55	114	7	were	be	AUX
abr-55	114	8	to	to	PART
abr-55	114	9	investigate	investigate	VERB
abr-55	114	10	the	the	DET
abr-55	114	11	effects	effect	NOUN
abr-55	114	12	of	of	ADP
abr-55	114	13	act	act	PROPN
abr-55	114	14	math	math	PROPN
abr-55	114	15	scores	score	NOUN
abr-55	114	16	,	,	PUNCT
abr-55	114	17	performance	performance	NOUN
abr-55	114	18	in	in	ADP
abr-55	114	19	remedial	remedial	ADJ
abr-55	114	20	mathematics	mathematic	NOUN
abr-55	114	21	courses	course	NOUN
abr-55	114	22	,	,	PUNCT
abr-55	114	23	and	and	CCONJ
abr-55	114	24	required	require	VERB
abr-55	114	25	mathematics	mathematics	NOUN
abr-55	114	26	courses	course	NOUN
abr-55	114	27	on	on	ADP
abr-55	114	28	mis	mis	PROPN
abr-55	114	29	majors	major	NOUN
abr-55	114	30	’	'	PUNCT
abr-55	114	31	performance	performance	NOUN
abr-55	114	32	in	in	ADP
abr-55	114	33	two	two	NUM
abr-55	114	34	business	business	NOUN
abr-55	114	35	statistics	statistic	NOUN
abr-55	114	36	courses	course	NOUN
abr-55	114	37	.	.	PUNCT
abr-55	115	1	correlation	correlation	NOUN
abr-55	115	2	analyses	analysis	NOUN
abr-55	115	3	revealed	reveal	VERB
abr-55	115	4	statistically	statistically	ADV
abr-55	115	5	significant	significant	ADJ
abr-55	115	6	correlations	correlation	NOUN
abr-55	115	7	only	only	ADV
abr-55	115	8	between	between	ADP
abr-55	115	9	act	act	PROPN
abr-55	115	10	math	math	NOUN
abr-55	115	11	scores	score	NOUN
abr-55	115	12	and	and	CCONJ
abr-55	115	13	qmet	qmet	ADJ
abr-55	115	14	251	251	NUM
abr-55	115	15	,	,	PUNCT
abr-55	115	16	between	between	ADP
abr-55	115	17	math	math	NOUN
abr-55	115	18	105	105	NUM
abr-55	115	19	and	and	CCONJ
abr-55	115	20	both	both	DET
abr-55	115	21	business	business	NOUN
abr-55	115	22	statistics	statistic	NOUN
abr-55	115	23	courses	course	NOUN
abr-55	115	24	;	;	PUNCT
abr-55	115	25	and	and	CCONJ
abr-55	115	26	between	between	ADP
abr-55	115	27	math	math	NOUN
abr-55	115	28	201	201	NUM
abr-55	115	29	and	and	CCONJ
abr-55	115	30	qmet	qmet	ADJ
abr-55	115	31	251	251	NUM
abr-55	115	32	.	.	PUNCT
abr-55	116	1	these	these	PRON
abr-55	116	2	would	would	AUX
abr-55	116	3	seem	seem	VERB
abr-55	116	4	to	to	PART
abr-55	116	5	indicate	indicate	VERB
abr-55	116	6	that	that	SCONJ
abr-55	116	7	students	student	NOUN
abr-55	116	8	’	'	PUNCT
abr-55	116	9	remedial	remedial	ADJ
abr-55	116	10	mathematics	mathematic	NOUN
abr-55	116	11	grades	grade	NOUN
abr-55	116	12	(	(	PUNCT
abr-55	116	13	math	math	NOUN
abr-55	116	14	092	092	NUM
abr-55	116	15	)	)	PUNCT
abr-55	116	16	,	,	PUNCT
abr-55	116	17	fundamental	fundamental	ADJ
abr-55	116	18	college	college	NOUN
abr-55	116	19	algebra	algebra	PROPN
abr-55	116	20	(	(	PUNCT
abr-55	116	21	math	math	NOUN
abr-55	116	22	100	100	NUM
abr-55	116	23	)	)	PUNCT
abr-55	116	24	,	,	PUNCT
abr-55	116	25	and	and	CCONJ
abr-55	116	26	survey	survey	NOUN
abr-55	116	27	of	of	ADP
abr-55	116	28	calculus	calculus	NOUN
abr-55	116	29	(	(	PUNCT
abr-55	116	30	math	math	NOUN
abr-55	116	31	250	250	NUM
abr-55	116	32	)	)	PUNCT
abr-55	116	33	have	have	VERB
abr-55	116	34	little	little	ADJ
abr-55	116	35	or	or	CCONJ
abr-55	116	36	no	no	PRON
abr-55	116	37	effect	effect	NOUN
abr-55	116	38	on	on	ADP
abr-55	116	39	business	business	NOUN
abr-55	116	40	statistics	statistic	NOUN
abr-55	116	41	grades	grade	NOUN
abr-55	116	42	in	in	ADP
abr-55	116	43	either	either	DET
abr-55	116	44	statistics	statistic	NOUN
abr-55	116	45	course	course	NOUN
abr-55	116	46	.	.	PUNCT
abr-55	117	1	these	these	DET
abr-55	117	2	results	result	NOUN
abr-55	117	3	indicate	indicate	VERB
abr-55	117	4	that	that	SCONJ
abr-55	117	5	math	math	NOUN
abr-55	117	6	performance	performance	NOUN
abr-55	117	7	is	be	AUX
abr-55	117	8	generally	generally	ADV
abr-55	117	9	a	a	DET
abr-55	117	10	significant	significant	ADJ
abr-55	117	11	indicator	indicator	NOUN
abr-55	117	12	of	of	ADP
abr-55	117	13	performance	performance	NOUN
abr-55	117	14	in	in	ADP
abr-55	117	15	the	the	DET
abr-55	117	16	first	first	ADJ
abr-55	117	17	statistics	statistic	NOUN
abr-55	117	18	course	course	NOUN
abr-55	117	19	,	,	PUNCT
abr-55	117	20	but	but	CCONJ
abr-55	117	21	not	not	PART
abr-55	117	22	the	the	DET
abr-55	117	23	second	second	ADJ
abr-55	117	24	one	one	NUM
abr-55	117	25	.	.	PUNCT
abr-55	118	1	in	in	ADP
abr-55	118	2	addition	addition	NOUN
abr-55	118	3	,	,	PUNCT
abr-55	118	4	success	success	NOUN
abr-55	118	5	in	in	ADP
abr-55	118	6	the	the	DET
abr-55	118	7	first	first	ADJ
abr-55	118	8	statistics	statistic	NOUN
abr-55	118	9	course	course	NOUN
abr-55	118	10	is	be	AUX
abr-55	118	11	significantly	significantly	ADV
abr-55	118	12	different	different	ADJ
abr-55	118	13	from	from	ADP
abr-55	118	14	success	success	NOUN
abr-55	118	15	in	in	ADP
abr-55	118	16	the	the	DET
abr-55	118	17	second	second	ADJ
abr-55	118	18	course	course	NOUN
abr-55	118	19	as	as	SCONJ
abr-55	118	20	indicated	indicate	VERB
abr-55	118	21	by	by	ADP
abr-55	118	22	the	the	DET
abr-55	118	23	significant	significant	ADJ
abr-55	118	24	t	t	PROPN
abr-55	118	25	-	-	PUNCT
abr-55	118	26	test	test	NOUN
abr-55	118	27	result	result	NOUN
abr-55	118	28	for	for	ADP
abr-55	118	29	mean	mean	ADJ
abr-55	118	30	difference	difference	NOUN
abr-55	118	31	in	in	ADP
abr-55	118	32	grades	grade	NOUN
abr-55	118	33	.	.	PUNCT
abr-55	119	1	basically	basically	ADV
abr-55	119	2	,	,	PUNCT
abr-55	119	3	qmet	qmet	NOUN
abr-55	119	4	251	251	NUM
abr-55	119	5	is	be	AUX
abr-55	119	6	an	an	DET
abr-55	119	7	introduction	introduction	NOUN
abr-55	119	8	to	to	ADP
abr-55	119	9	statistics	statistic	NOUN
abr-55	119	10	featuring	feature	VERB
abr-55	119	11	one	one	NUM
abr-55	119	12	variable	variable	ADJ
abr-55	119	13	methods	method	NOUN
abr-55	119	14	and	and	CCONJ
abr-55	119	15	qmet	qmet	ADJ
abr-55	119	16	252	252	NUM
abr-55	119	17	is	be	AUX
abr-55	119	18	primarily	primarily	ADV
abr-55	119	19	concerned	concerned	ADJ
abr-55	119	20	with	with	ADP
abr-55	119	21	multiple	multiple	ADJ
abr-55	119	22	variable	variable	ADJ
abr-55	119	23	methods	method	NOUN
abr-55	119	24	.	.	PUNCT
abr-55	120	1	thus	thus	ADV
abr-55	120	2	the	the	DET
abr-55	120	3	content	content	NOUN
abr-55	120	4	of	of	ADP
abr-55	120	5	the	the	DET
abr-55	120	6	second	second	ADJ
abr-55	120	7	statistics	statistic	NOUN
abr-55	120	8	course	course	NOUN
abr-55	120	9	is	be	AUX
abr-55	120	10	more	more	ADV
abr-55	120	11	statistical	statistical	ADJ
abr-55	120	12	than	than	ADP
abr-55	120	13	mathematical	mathematical	ADJ
abr-55	120	14	.	.	PUNCT
abr-55	121	1	in	in	ADP
abr-55	121	2	fact	fact	NOUN
abr-55	121	3	,	,	PUNCT
abr-55	121	4	there	there	PRON
abr-55	121	5	is	be	VERB
abr-55	121	6	very	very	ADV
abr-55	121	7	little	little	ADJ
abr-55	121	8	mathematics	mathematic	NOUN
abr-55	121	9	required	require	VERB
abr-55	121	10	in	in	ADP
abr-55	121	11	either	either	PRON
abr-55	121	12	of	of	ADP
abr-55	121	13	the	the	DET
abr-55	121	14	two	two	NUM
abr-55	121	15	statistics	statistic	NOUN
abr-55	121	16	courses	course	NOUN
abr-55	121	17	.	.	PUNCT
abr-55	122	1	a	a	DET
abr-55	122	2	very	very	ADV
abr-55	122	3	basic	basic	ADJ
abr-55	122	4	knowledge	knowledge	NOUN
abr-55	122	5	of	of	ADP
abr-55	122	6	algebra	algebra	NOUN
abr-55	122	7	is	be	AUX
abr-55	122	8	all	all	PRON
abr-55	122	9	that	that	PRON
abr-55	122	10	is	be	AUX
abr-55	122	11	required	require	VERB
abr-55	122	12	.	.	PUNCT
abr-55	123	1	calculus	calculus	NOUN
abr-55	123	2	is	be	AUX
abr-55	123	3	not	not	PART
abr-55	123	4	required	require	VERB
abr-55	123	5	in	in	ADP
abr-55	123	6	either	either	DET
abr-55	123	7	statistics	statistic	NOUN
abr-55	123	8	course	course	NOUN
abr-55	123	9	,	,	PUNCT
abr-55	123	10	and	and	CCONJ
abr-55	123	11	probabilities	probability	NOUN
abr-55	123	12	for	for	ADP
abr-55	123	13	distributions	distribution	NOUN
abr-55	123	14	are	be	AUX
abr-55	123	15	tabulated	tabulate	VERB
abr-55	123	16	in	in	ADP
abr-55	123	17	statistical	statistical	ADJ
abr-55	123	18	tables	table	NOUN
abr-55	123	19	.	.	PUNCT
abr-55	124	1	this	this	DET
abr-55	124	2	fact	fact	NOUN
abr-55	124	3	seems	seem	VERB
abr-55	124	4	to	to	PART
abr-55	124	5	support	support	VERB
abr-55	124	6	the	the	DET
abr-55	124	7	previous	previous	ADJ
abr-55	124	8	research	research	NOUN
abr-55	124	9	which	which	PRON
abr-55	124	10	indicates	indicate	VERB
abr-55	124	11	other	other	ADJ
abr-55	124	12	factors	factor	NOUN
abr-55	124	13	such	such	ADJ
abr-55	124	14	as	as	ADP
abr-55	124	15	anxiety	anxiety	NOUN
abr-55	124	16	and	and	CCONJ
abr-55	124	17	attitude	attitude	NOUN
abr-55	124	18	are	be	AUX
abr-55	124	19	very	very	ADV
abr-55	124	20	important	important	ADJ
abr-55	124	21	in	in	ADP
abr-55	124	22	both	both	DET
abr-55	124	23	mathematics	mathematic	NOUN
abr-55	124	24	and	and	CCONJ
abr-55	124	25	statistics	statistic	NOUN
abr-55	124	26	performance	performance	NOUN
abr-55	124	27	.	.	PUNCT
abr-55	125	1	students	student	NOUN
abr-55	125	2	who	who	PRON
abr-55	125	3	succeeded	succeed	VERB
abr-55	125	4	in	in	ADP
abr-55	125	5	math	math	NOUN
abr-55	125	6	have	have	AUX
abr-55	125	7	overcome	overcome	VERB
abr-55	125	8	the	the	DET
abr-55	125	9	math	math	NOUN
abr-55	125	10	anxiety	anxiety	NOUN
abr-55	125	11	,	,	PUNCT
abr-55	125	12	and	and	CCONJ
abr-55	125	13	therefore	therefore	ADV
abr-55	125	14	succeeded	succeed	VERB
abr-55	125	15	in	in	ADP
abr-55	125	16	the	the	DET
abr-55	125	17	first	first	ADJ
abr-55	125	18	statistics	statistic	NOUN
abr-55	125	19	course	course	NOUN
abr-55	125	20	.	.	PUNCT
abr-55	126	1	anova	anova	PROPN
abr-55	126	2	analyses	analysis	NOUN
abr-55	126	3	revealed	reveal	VERB
abr-55	126	4	that	that	SCONJ
abr-55	126	5	different	different	ADJ
abr-55	126	6	mathematics	mathematic	NOUN
abr-55	126	7	preparation	preparation	NOUN
abr-55	126	8	(	(	PUNCT
abr-55	126	9	i.e.	i.e.	X
abr-55	126	10	whether	whether	SCONJ
abr-55	126	11	remedial	remedial	ADJ
abr-55	126	12	mathematics	mathematic	NOUN
abr-55	126	13	was	be	AUX
abr-55	126	14	required	require	VERB
abr-55	126	15	)	)	PUNCT
abr-55	126	16	had	have	VERB
abr-55	126	17	no	no	DET
abr-55	126	18	effect	effect	NOUN
abr-55	126	19	on	on	ADP
abr-55	126	20	mis	mis	PROPN
abr-55	126	21	majors	major	NOUN
abr-55	126	22	’	'	PUNCT
abr-55	126	23	performance	performance	NOUN
abr-55	126	24	in	in	ADP
abr-55	126	25	both	both	DET
abr-55	126	26	business	business	NOUN
abr-55	126	27	statistics	statistic	NOUN
abr-55	126	28	courses	course	NOUN
abr-55	126	29	,	,	PUNCT
abr-55	126	30	similar	similar	ADJ
abr-55	126	31	to	to	ADP
abr-55	126	32	the	the	DET
abr-55	126	33	research	research	NOUN
abr-55	126	34	findings	finding	NOUN
abr-55	126	35	of	of	ADP
abr-55	126	36	gnaldi	gnaldi	NOUN
abr-55	126	37	(	(	PUNCT
abr-55	126	38	2006	2006	NUM
abr-55	126	39	)	)	PUNCT
abr-55	126	40	and	and	CCONJ
abr-55	126	41	johnson	johnson	PROPN
abr-55	126	42	and	and	CCONJ
abr-55	126	43	kuennen	kuennen	PROPN
abr-55	126	44	(	(	PUNCT
abr-55	126	45	2006	2006	NUM
abr-55	126	46	)	)	PUNCT
abr-55	126	47	.	.	PUNCT
abr-55	127	1	the	the	DET
abr-55	127	2	present	present	ADJ
abr-55	127	3	findings	finding	NOUN
abr-55	127	4	contradict	contradict	VERB
abr-55	127	5	the	the	DET
abr-55	127	6	general	general	ADJ
abr-55	127	7	consensus	consensus	NOUN
abr-55	127	8	in	in	ADP
abr-55	127	9	the	the	DET
abr-55	127	10	literature	literature	NOUN
abr-55	127	11	that	that	PRON
abr-55	127	12	students	student	NOUN
abr-55	127	13	’	'	PUNCT
abr-55	127	14	statistical	statistical	ADJ
abr-55	127	15	performance	performance	NOUN
abr-55	127	16	is	be	AUX
abr-55	127	17	positively	positively	ADV
abr-55	127	18	related	relate	VERB
abr-55	127	19	to	to	ADP
abr-55	127	20	their	their	PRON
abr-55	127	21	mathematical	mathematical	ADJ
abr-55	127	22	competence	competence	NOUN
abr-55	127	23	.	.	PUNCT
abr-55	128	1	instead	instead	ADV
abr-55	128	2	,	,	PUNCT
abr-55	128	3	these	these	DET
abr-55	128	4	findings	finding	NOUN
abr-55	128	5	corroborate	corroborate	VERB
abr-55	128	6	the	the	DET
abr-55	128	7	claim	claim	NOUN
abr-55	128	8	that	that	SCONJ
abr-55	128	9	mathematics	mathematic	NOUN
abr-55	128	10	and	and	CCONJ
abr-55	128	11	statistics	statistic	NOUN
abr-55	128	12	are	be	AUX
abr-55	128	13	two	two	NUM
abr-55	128	14	distinct	distinct	ADJ
abr-55	128	15	methodological	methodological	ADJ
abr-55	128	16	disciplines	discipline	NOUN
abr-55	128	17	(	(	PUNCT
abr-55	128	18	carmichael	carmichael	PROPN
abr-55	128	19	et	et	PROPN
abr-55	128	20	al	al	PROPN
abr-55	128	21	.	.	PROPN
abr-55	128	22	,	,	PUNCT
abr-55	128	23	2009	2009	NUM
abr-55	128	24	;	;	PUNCT
abr-55	128	25	chance	chance	NOUN
abr-55	128	26	and	and	CCONJ
abr-55	128	27	garfield	garfield	PROPN
abr-55	128	28	,	,	PUNCT
abr-55	128	29	2002	2002	NUM
abr-55	128	30	;	;	PUNCT
abr-55	128	31	groth	groth	PROPN
abr-55	128	32	,	,	PUNCT
abr-55	128	33	2007	2007	NUM
abr-55	128	34	;	;	PUNCT
abr-55	128	35	johnson	johnson	PROPN
abr-55	128	36	and	and	CCONJ
abr-55	128	37	kuennen	kuennen	PROPN
abr-55	128	38	,	,	PUNCT
abr-55	128	39	2006	2006	NUM
abr-55	128	40	;	;	PUNCT
abr-55	128	41	moore	moore	PROPN
abr-55	128	42	,	,	PUNCT
abr-55	128	43	1992	1992	NUM
abr-55	128	44	;	;	PUNCT
abr-55	128	45	zieffler	zieffler	NOUN
abr-55	128	46	et	et	PROPN
abr-55	128	47	al	al	PROPN
abr-55	128	48	.	.	PROPN
abr-55	128	49	,	,	PUNCT
abr-55	128	50	2008	2008	NUM
abr-55	128	51	)	)	PUNCT
abr-55	128	52	.	.	PUNCT
abr-55	129	1	according	accord	VERB
abr-55	129	2	to	to	ADP
abr-55	129	3	gal	gal	PROPN
abr-55	129	4	and	and	CCONJ
abr-55	129	5	garfield	garfield	PROPN
abr-55	129	6	(	(	PUNCT
abr-55	129	7	1997	1997	NUM
abr-55	129	8	)	)	PUNCT
abr-55	129	9	,	,	PUNCT
abr-55	129	10	statistics	statistic	NOUN
abr-55	129	11	differs	differ	VERB
abr-55	129	12	from	from	ADP
abr-55	129	13	mathematics	mathematic	NOUN
abr-55	129	14	in	in	ADP
abr-55	129	15	the	the	DET
abr-55	129	16	following	follow	VERB
abr-55	129	17	perspectives	perspective	NOUN
abr-55	129	18	:	:	PUNCT
abr-55	129	19	a	a	X
abr-55	129	20	)	)	PUNCT
abr-55	129	21	in	in	ADP
abr-55	129	22	statistics	statistic	NOUN
abr-55	129	23	,	,	PUNCT
abr-55	129	24	data	datum	NOUN
abr-55	129	25	are	be	AUX
abr-55	129	26	numbers	number	NOUN
abr-55	129	27	within	within	ADP
abr-55	129	28	a	a	DET
abr-55	129	29	context	context	NOUN
abr-55	129	30	.	.	PUNCT
abr-55	130	1	the	the	DET
abr-55	130	2	context	context	NOUN
abr-55	130	3	motivates	motivate	VERB
abr-55	130	4	procedures	procedure	NOUN
abr-55	130	5	and	and	CCONJ
abr-55	130	6	is	be	AUX
abr-55	130	7	the	the	DET
abr-55	130	8	source	source	NOUN
abr-55	130	9	of	of	ADP
abr-55	130	10	meaning	meaning	NOUN
abr-55	130	11	and	and	CCONJ
abr-55	130	12	basis	basis	NOUN
abr-55	130	13	for	for	ADP
abr-55	130	14	interpretation	interpretation	NOUN
abr-55	130	15	of	of	ADP
abr-55	130	16	results	result	NOUN
abr-55	130	17	of	of	ADP
abr-55	130	18	such	such	ADJ
abr-55	130	19	activities	activity	NOUN
abr-55	130	20	.	.	PUNCT
abr-55	131	1	b	b	X
abr-55	131	2	)	)	PUNCT
abr-55	131	3	context	context	NOUN
abr-55	131	4	-	-	PUNCT
abr-55	131	5	bounded	bound	VERB
abr-55	131	6	statistical	statistical	ADJ
abr-55	131	7	problems	problem	NOUN
abr-55	131	8	usually	usually	ADV
abr-55	131	9	do	do	AUX
abr-55	131	10	not	not	PART
abr-55	131	11	have	have	VERB
abr-55	131	12	a	a	DET
abr-55	131	13	single	single	ADJ
abr-55	131	14	mathematical	mathematical	ADJ
abr-55	131	15	solution	solution	NOUN
abr-55	131	16	,	,	PUNCT
abr-55	131	17	but	but	CCONJ
abr-55	131	18	mathematics	mathematic	NOUN
abr-55	131	19	is	be	AUX
abr-55	131	20	characterized	characterize	VERB
abr-55	131	21	by	by	ADP
abr-55	131	22	precision	precision	NOUN
abr-55	131	23	and	and	CCONJ
abr-55	131	24	finiteness	finiteness	NOUN
abr-55	131	25	.	.	PUNCT
abr-55	132	1	c	c	X
abr-55	132	2	)	)	PUNCT
abr-55	132	3	mathematical	mathematical	ADJ
abr-55	132	4	concepts	concept	NOUN
abr-55	132	5	and	and	CCONJ
abr-55	132	6	procedures	procedure	NOUN
abr-55	132	7	function	function	VERB
abr-55	132	8	only	only	ADV
abr-55	132	9	as	as	ADP
abr-55	132	10	a	a	DET
abr-55	132	11	part	part	NOUN
abr-55	132	12	of	of	ADP
abr-55	132	13	the	the	DET
abr-55	132	14	attempt	attempt	NOUN
abr-55	132	15	to	to	PART
abr-55	132	16	solve	solve	VERB
abr-55	132	17	statistical	statistical	ADJ
abr-55	132	18	problems	problem	NOUN
abr-55	132	19	.	.	PUNCT
abr-55	133	1	moreover	moreover	ADV
abr-55	133	2	,	,	PUNCT
abr-55	133	3	the	the	DET
abr-55	133	4	computation	computation	NOUN
abr-55	133	5	or	or	CCONJ
abr-55	133	6	execution	execution	NOUN
abr-55	133	7	of	of	ADP
abr-55	133	8	mathematical	mathematical	ADJ
abr-55	133	9	procedures	procedure	NOUN
abr-55	133	10	is	be	AUX
abr-55	133	11	being	be	AUX
abr-55	133	12	replaced	replace	VERB
abr-55	133	13	by	by	ADP
abr-55	133	14	the	the	DET
abr-55	133	15	use	use	NOUN
abr-55	133	16	of	of	ADP
abr-55	133	17	sophisticated	sophisticated	ADJ
abr-55	133	18	computer	computer	NOUN
abr-55	133	19	software	software	NOUN
abr-55	133	20	programs	program	NOUN
abr-55	133	21	.	.	PUNCT
abr-55	134	1	d	d	X
abr-55	134	2	)	)	PUNCT
abr-55	134	3	a	a	DET
abr-55	134	4	primary	primary	ADJ
abr-55	134	5	goal	goal	NOUN
abr-55	134	6	of	of	ADP
abr-55	134	7	statistics	statistic	NOUN
abr-55	134	8	education	education	NOUN
abr-55	134	9	is	be	AUX
abr-55	134	10	to	to	PART
abr-55	134	11	enable	enable	VERB
abr-55	134	12	students	student	NOUN
abr-55	134	13	to	to	PART
abr-55	134	14	render	render	VERB
abr-55	134	15	reasoned	reason	VERB
abr-55	134	16	descriptions	description	NOUN
abr-55	134	17	,	,	PUNCT
abr-55	134	18	judgments	judgment	NOUN
abr-55	134	19	,	,	PUNCT
abr-55	134	20	inferences	inference	NOUN
abr-55	134	21	,	,	PUNCT
abr-55	134	22	opinions	opinion	NOUN
abr-55	134	23	and	and	CCONJ
abr-55	134	24	interpretation	interpretation	NOUN
abr-55	134	25	of	of	ADP
abr-55	134	26	data	datum	NOUN
abr-55	134	27	with	with	ADP
abr-55	134	28	the	the	DET
abr-55	134	29	help	help	NOUN
abr-55	134	30	of	of	ADP
abr-55	134	31	mathematical	mathematical	ADJ
abr-55	134	32	tools	tool	NOUN
abr-55	134	33	when	when	SCONJ
abr-55	134	34	needed	need	VERB
abr-55	134	35	.	.	PUNCT
abr-55	135	1	statistics	statistic	NOUN
abr-55	135	2	education	education	PROPN
abr-55	135	3	is	be	AUX
abr-55	135	4	a	a	DET
abr-55	135	5	new	new	ADJ
abr-55	135	6	and	and	CCONJ
abr-55	135	7	emerging	emerge	VERB
abr-55	135	8	discipline	discipline	NOUN
abr-55	135	9	(	(	PUNCT
abr-55	135	10	zieffler	zieffler	NOUN
abr-55	135	11	et	et	PROPN
abr-55	135	12	al	al	PROPN
abr-55	135	13	.	.	PROPN
abr-55	135	14	,	,	PUNCT
abr-55	135	15	2008	2008	NUM
abr-55	135	16	)	)	PUNCT
abr-55	135	17	.	.	PUNCT
abr-55	136	1	given	give	VERB
abr-55	136	2	the	the	DET
abr-55	136	3	disciplinary	disciplinary	ADJ
abr-55	136	4	differences	difference	NOUN
abr-55	136	5	between	between	ADP
abr-55	136	6	mathematics	mathematic	NOUN
abr-55	136	7	and	and	CCONJ
abr-55	136	8	statistics	statistic	NOUN
abr-55	136	9	outlined	outline	VERB
abr-55	136	10	by	by	ADP
abr-55	136	11	gal	gal	PROPN
abr-55	136	12	and	and	CCONJ
abr-55	136	13	garfield	garfield	PROPN
abr-55	136	14	(	(	PUNCT
abr-55	136	15	1997	1997	NUM
abr-55	136	16	)	)	PUNCT
abr-55	136	17	,	,	PUNCT
abr-55	136	18	it	it	PRON
abr-55	136	19	seems	seem	VERB
abr-55	136	20	rational	rational	ADJ
abr-55	136	21	that	that	SCONJ
abr-55	136	22	statistics	statistic	NOUN
abr-55	136	23	education	education	NOUN
abr-55	136	24	should	should	AUX
abr-55	136	25	shift	shift	VERB
abr-55	136	26	its	its	PRON
abr-55	136	27	focus	focus	NOUN
abr-55	136	28	from	from	ADP
abr-55	136	29	mathematical	mathematical	ADJ
abr-55	136	30	computation	computation	NOUN
abr-55	136	31	and	and	CCONJ
abr-55	136	32	procedure	procedure	NOUN
abr-55	136	33	to	to	ADP
abr-55	136	34	an	an	DET
abr-55	136	35	emphasis	emphasis	NOUN
abr-55	136	36	lai	lai	NOUN
abr-55	136	37	,	,	PUNCT
abr-55	136	38	tanner	tanner	NOUN
abr-55	136	39	,	,	PUNCT
abr-55	136	40	stevens	stevens	PROPN
abr-55	136	41	advances	advance	NOUN
abr-55	136	42	in	in	ADP
abr-55	136	43	business	business	NOUN
abr-55	136	44	research	research	NOUN
abr-55	136	45	2011	2011	NUM
abr-55	136	46	,	,	PUNCT
abr-55	136	47	vol	vol	NOUN
abr-55	136	48	.	.	PROPN
abr-55	136	49	2	2	NUM
abr-55	136	50	,	,	PUNCT
abr-55	136	51	no	no	INTJ
abr-55	136	52	.	.	NOUN
abr-55	136	53	1	1	NUM
abr-55	136	54	,	,	PUNCT
abr-55	136	55	115	115	NUM
abr-55	136	56	-	-	SYM
abr-55	136	57	124	124	NUM
abr-55	136	58	121	121	NUM
abr-55	136	59	on	on	ADP
abr-55	136	60	statistical	statistical	ADJ
abr-55	136	61	literacy	literacy	NOUN
abr-55	136	62	,	,	PUNCT
abr-55	136	63	statistical	statistical	ADJ
abr-55	136	64	reasoning	reasoning	NOUN
abr-55	136	65	,	,	PUNCT
abr-55	136	66	and	and	CCONJ
abr-55	136	67	statistical	statistical	ADJ
abr-55	136	68	thinking	thinking	NOUN
abr-55	136	69	(	(	PUNCT
abr-55	136	70	garfield	garfield	PROPN
abr-55	136	71	,	,	PUNCT
abr-55	136	72	2003	2003	NUM
abr-55	136	73	;	;	PUNCT
abr-55	136	74	jeffries	jeffrie	NOUN
abr-55	136	75	,	,	PUNCT
abr-55	136	76	2001	2001	NUM
abr-55	136	77	;	;	PUNCT
abr-55	136	78	moore	moore	PROPN
abr-55	136	79	,	,	PUNCT
abr-55	136	80	1997	1997	NUM
abr-55	136	81	;	;	PUNCT
abr-55	136	82	tempelaar	tempelaar	NOUN
abr-55	136	83	et	et	PROPN
abr-55	136	84	al	al	PROPN
abr-55	136	85	.	.	PROPN
abr-55	136	86	,	,	PUNCT
abr-55	136	87	2007	2007	NUM
abr-55	136	88	)	)	PUNCT
abr-55	136	89	.	.	PUNCT
abr-55	137	1	in	in	ADP
abr-55	137	2	the	the	DET
abr-55	137	3	statistical	statistical	ADJ
abr-55	137	4	literacy	literacy	NOUN
abr-55	137	5	model	model	NOUN
abr-55	137	6	that	that	PRON
abr-55	137	7	gal	gal	PROPN
abr-55	137	8	(	(	PUNCT
abr-55	137	9	2002	2002	NUM
abr-55	137	10	)	)	PUNCT
abr-55	137	11	proposed	propose	VERB
abr-55	137	12	,	,	PUNCT
abr-55	137	13	mathematical	mathematical	ADJ
abr-55	137	14	knowledge	knowledge	NOUN
abr-55	137	15	is	be	AUX
abr-55	137	16	only	only	ADV
abr-55	137	17	one	one	NUM
abr-55	137	18	of	of	ADP
abr-55	137	19	five	five	NUM
abr-55	137	20	cognitive	cognitive	ADJ
abr-55	137	21	elements	element	NOUN
abr-55	137	22	.	.	PUNCT
abr-55	138	1	according	accord	VERB
abr-55	138	2	to	to	ADP
abr-55	138	3	gal	gal	ADJ
abr-55	138	4	,	,	PUNCT
abr-55	138	5	statistical	statistical	ADJ
abr-55	138	6	literacy	literacy	NOUN
abr-55	138	7	involves	involve	VERB
abr-55	138	8	knowledge	knowledge	NOUN
abr-55	138	9	elements	element	NOUN
abr-55	138	10	including	include	VERB
abr-55	138	11	literacy	literacy	NOUN
abr-55	138	12	skills	skill	NOUN
abr-55	138	13	,	,	PUNCT
abr-55	138	14	statistical	statistical	ADJ
abr-55	138	15	knowledge	knowledge	NOUN
abr-55	138	16	,	,	PUNCT
abr-55	138	17	mathematical	mathematical	ADJ
abr-55	138	18	knowledge	knowledge	NOUN
abr-55	138	19	,	,	PUNCT
abr-55	138	20	context	context	NOUN
abr-55	138	21	knowledge	knowledge	NOUN
abr-55	138	22	,	,	PUNCT
abr-55	138	23	and	and	CCONJ
abr-55	138	24	critical	critical	ADJ
abr-55	138	25	knowledge	knowledge	NOUN
abr-55	138	26	,	,	PUNCT
abr-55	138	27	and	and	CCONJ
abr-55	138	28	dispositional	dispositional	ADJ
abr-55	138	29	elements	element	NOUN
abr-55	138	30	including	include	VERB
abr-55	138	31	beliefs	belief	NOUN
abr-55	138	32	,	,	PUNCT
abr-55	138	33	attitudes	attitude	NOUN
abr-55	138	34	and	and	CCONJ
abr-55	138	35	critical	critical	ADJ
abr-55	138	36	stance	stance	NOUN
abr-55	138	37	.	.	PUNCT
abr-55	139	1	furthermore	furthermore	ADV
abr-55	139	2	,	,	PUNCT
abr-55	139	3	such	such	ADJ
abr-55	139	4	disciplinary	disciplinary	ADJ
abr-55	139	5	differences	difference	NOUN
abr-55	139	6	drive	drive	VERB
abr-55	139	7	the	the	DET
abr-55	139	8	board	board	NOUN
abr-55	139	9	of	of	ADP
abr-55	139	10	directors	director	NOUN
abr-55	139	11	of	of	ADP
abr-55	139	12	the	the	DET
abr-55	139	13	american	american	PROPN
abr-55	139	14	statistical	statistical	ADJ
abr-55	139	15	association	association	NOUN
abr-55	139	16	to	to	PART
abr-55	139	17	endorse	endorse	VERB
abr-55	139	18	a	a	DET
abr-55	139	19	set	set	NOUN
abr-55	139	20	of	of	ADP
abr-55	139	21	six	six	NUM
abr-55	139	22	guidelines	guideline	NOUN
abr-55	139	23	for	for	ADP
abr-55	139	24	teaching	teach	VERB
abr-55	139	25	an	an	DET
abr-55	139	26	introductory	introductory	ADJ
abr-55	139	27	college	college	NOUN
abr-55	139	28	statistics	statistic	NOUN
abr-55	139	29	course	course	NOUN
abr-55	139	30	(	(	PUNCT
abr-55	139	31	franklin	franklin	PROPN
abr-55	139	32	and	and	CCONJ
abr-55	139	33	garfield	garfield	PROPN
abr-55	139	34	,	,	PUNCT
abr-55	139	35	2006	2006	NUM
abr-55	139	36	)	)	PUNCT
abr-55	139	37	.	.	PUNCT
abr-55	140	1	the	the	DET
abr-55	140	2	guidelines	guideline	NOUN
abr-55	140	3	specify	specify	VERB
abr-55	140	4	that	that	SCONJ
abr-55	140	5	instruction	instruction	NOUN
abr-55	140	6	should	should	AUX
abr-55	140	7	:	:	PUNCT
abr-55	140	8	a	a	X
abr-55	140	9	)	)	PUNCT
abr-55	140	10	emphasize	emphasize	VERB
abr-55	140	11	statistical	statistical	ADJ
abr-55	140	12	literacy	literacy	NOUN
abr-55	140	13	and	and	CCONJ
abr-55	140	14	develop	develop	VERB
abr-55	140	15	statistical	statistical	ADJ
abr-55	140	16	thinking	thinking	NOUN
abr-55	140	17	.	.	PUNCT
abr-55	141	1	b	b	X
abr-55	141	2	)	)	PUNCT
abr-55	141	3	use	use	VERB
abr-55	141	4	real	real	ADJ
abr-55	141	5	data	datum	NOUN
abr-55	141	6	.	.	PUNCT
abr-55	142	1	c	c	X
abr-55	142	2	)	)	PUNCT
abr-55	142	3	stress	stress	VERB
abr-55	142	4	conceptual	conceptual	ADJ
abr-55	142	5	understanding	understanding	NOUN
abr-55	142	6	rather	rather	ADV
abr-55	142	7	than	than	ADP
abr-55	142	8	mere	mere	ADJ
abr-55	142	9	knowledge	knowledge	NOUN
abr-55	142	10	of	of	ADP
abr-55	142	11	procedures	procedure	NOUN
abr-55	142	12	.	.	PUNCT
abr-55	143	1	d	d	X
abr-55	143	2	)	)	PUNCT
abr-55	143	3	foster	foster	VERB
abr-55	143	4	active	active	ADJ
abr-55	143	5	classroom	classroom	NOUN
abr-55	143	6	learning	learning	NOUN
abr-55	143	7	.	.	PUNCT
abr-55	144	1	e	e	X
abr-55	144	2	)	)	PUNCT
abr-55	144	3	use	use	VERB
abr-55	144	4	technology	technology	NOUN
abr-55	144	5	for	for	ADP
abr-55	144	6	developing	develop	VERB
abr-55	144	7	conceptual	conceptual	ADJ
abr-55	144	8	understanding	understanding	NOUN
abr-55	144	9	and	and	CCONJ
abr-55	144	10	analyzing	analyze	VERB
abr-55	144	11	data	datum	NOUN
abr-55	144	12	.	.	PUNCT
abr-55	145	1	f	f	X
abr-55	145	2	)	)	PUNCT
abr-55	145	3	use	use	VERB
abr-55	145	4	assessments	assessment	NOUN
abr-55	145	5	to	to	PART
abr-55	145	6	improve	improve	VERB
abr-55	145	7	and	and	CCONJ
abr-55	145	8	evaluate	evaluate	VERB
abr-55	145	9	student	student	NOUN
abr-55	145	10	learning	learning	NOUN
abr-55	145	11	.	.	PUNCT
abr-55	146	1	note	note	VERB
abr-55	146	2	that	that	SCONJ
abr-55	146	3	none	none	NOUN
abr-55	146	4	of	of	ADP
abr-55	146	5	these	these	DET
abr-55	146	6	guidelines	guideline	NOUN
abr-55	146	7	specify	specify	VERB
abr-55	146	8	“	"	PUNCT
abr-55	146	9	mathematical	mathematical	ADJ
abr-55	146	10	”	"	PUNCT
abr-55	146	11	skills	skill	NOUN
abr-55	146	12	or	or	CCONJ
abr-55	146	13	competencies	competency	NOUN
abr-55	146	14	.	.	PUNCT
abr-55	147	1	these	these	DET
abr-55	147	2	guidelines	guideline	NOUN
abr-55	147	3	,	,	PUNCT
abr-55	147	4	together	together	ADV
abr-55	147	5	with	with	ADP
abr-55	147	6	the	the	DET
abr-55	147	7	results	result	NOUN
abr-55	147	8	of	of	ADP
abr-55	147	9	the	the	DET
abr-55	147	10	present	present	ADJ
abr-55	147	11	study	study	NOUN
abr-55	147	12	,	,	PUNCT
abr-55	147	13	are	be	AUX
abr-55	147	14	in	in	ADP
abr-55	147	15	agreement	agreement	NOUN
abr-55	147	16	with	with	ADP
abr-55	147	17	gal	gal	PROPN
abr-55	147	18	’s	’s	PART
abr-55	147	19	(	(	PUNCT
abr-55	147	20	2002	2002	NUM
abr-55	147	21	)	)	PUNCT
abr-55	147	22	model	model	NOUN
abr-55	147	23	which	which	PRON
abr-55	147	24	describes	describe	VERB
abr-55	147	25	mathematical	mathematical	ADJ
abr-55	147	26	knowledge	knowledge	NOUN
abr-55	147	27	as	as	ADP
abr-55	147	28	only	only	ADV
abr-55	147	29	one	one	NUM
abr-55	147	30	of	of	ADP
abr-55	147	31	the	the	DET
abr-55	147	32	seven	seven	NUM
abr-55	147	33	elements	element	NOUN
abr-55	147	34	in	in	ADP
abr-55	147	35	statistical	statistical	ADJ
abr-55	147	36	literacy	literacy	NOUN
abr-55	147	37	.	.	PUNCT
abr-55	148	1	future	future	ADJ
abr-55	148	2	research	research	NOUN
abr-55	148	3	findings	finding	NOUN
abr-55	148	4	were	be	AUX
abr-55	148	5	based	base	VERB
abr-55	148	6	solely	solely	ADV
abr-55	148	7	on	on	ADP
abr-55	148	8	a	a	DET
abr-55	148	9	population	population	NOUN
abr-55	148	10	of	of	ADP
abr-55	148	11	mis	mis	PROPN
abr-55	148	12	majors	major	NOUN
abr-55	148	13	,	,	PUNCT
abr-55	148	14	which	which	PRON
abr-55	148	15	were	be	AUX
abr-55	148	16	predominantly	predominantly	ADV
abr-55	148	17	male	male	ADJ
abr-55	148	18	.	.	PUNCT
abr-55	149	1	consequently	consequently	ADV
abr-55	149	2	,	,	PUNCT
abr-55	149	3	generalizations	generalization	NOUN
abr-55	149	4	of	of	ADP
abr-55	149	5	these	these	DET
abr-55	149	6	results	result	NOUN
abr-55	149	7	may	may	AUX
abr-55	149	8	be	be	AUX
abr-55	149	9	limited	limit	VERB
abr-55	149	10	.	.	PUNCT
abr-55	150	1	future	future	ADJ
abr-55	150	2	studies	study	NOUN
abr-55	150	3	should	should	AUX
abr-55	150	4	include	include	VERB
abr-55	150	5	a	a	DET
abr-55	150	6	larger	large	ADJ
abr-55	150	7	proportion	proportion	NOUN
abr-55	150	8	of	of	ADP
abr-55	150	9	females	female	NOUN
abr-55	150	10	.	.	PUNCT
abr-55	151	1	other	other	ADJ
abr-55	151	2	studies	study	NOUN
abr-55	151	3	should	should	AUX
abr-55	151	4	also	also	ADV
abr-55	151	5	focus	focus	VERB
abr-55	151	6	on	on	ADP
abr-55	151	7	majors	major	NOUN
abr-55	151	8	outside	outside	ADP
abr-55	151	9	mis	mis	PROPN
abr-55	151	10	.	.	PUNCT
abr-55	152	1	as	as	SCONJ
abr-55	152	2	reviewed	review	VERB
abr-55	152	3	by	by	ADP
abr-55	152	4	zimmer	zimmer	PROPN
abr-55	152	5	and	and	CCONJ
abr-55	152	6	fuller	full	ADJ
abr-55	152	7	(	(	PUNCT
abr-55	152	8	1996	1996	NUM
abr-55	152	9	)	)	PUNCT
abr-55	152	10	,	,	PUNCT
abr-55	152	11	there	there	PRON
abr-55	152	12	are	be	VERB
abr-55	152	13	numerous	numerous	ADJ
abr-55	152	14	factors	factor	NOUN
abr-55	152	15	that	that	PRON
abr-55	152	16	affect	affect	VERB
abr-55	152	17	undergraduate	undergraduate	ADJ
abr-55	152	18	students	student	NOUN
abr-55	152	19	’	'	PUNCT
abr-55	152	20	statistics	statistic	NOUN
abr-55	152	21	performance	performance	NOUN
abr-55	152	22	:	:	PUNCT
abr-55	152	23	statistics	statistic	NOUN
abr-55	152	24	factors	factor	NOUN
abr-55	152	25	(	(	PUNCT
abr-55	152	26	statistics	statistic	NOUN
abr-55	152	27	anxiety	anxiety	NOUN
abr-55	152	28	and	and	CCONJ
abr-55	152	29	statistics	statistic	NOUN
abr-55	152	30	attitude	attitude	NOUN
abr-55	152	31	)	)	PUNCT
abr-55	152	32	,	,	PUNCT
abr-55	152	33	mathematical	mathematical	ADJ
abr-55	152	34	factors	factor	NOUN
abr-55	152	35	(	(	PUNCT
abr-55	152	36	math	math	NOUN
abr-55	152	37	anxiety	anxiety	NOUN
abr-55	152	38	and	and	CCONJ
abr-55	152	39	math	math	NOUN
abr-55	152	40	attitude	attitude	NOUN
abr-55	152	41	)	)	PUNCT
abr-55	152	42	,	,	PUNCT
abr-55	152	43	technological	technological	ADJ
abr-55	152	44	factors	factor	NOUN
abr-55	152	45	(	(	PUNCT
abr-55	152	46	computer	computer	NOUN
abr-55	152	47	anxiety	anxiety	NOUN
abr-55	152	48	,	,	PUNCT
abr-55	152	49	computer	computer	NOUN
abr-55	152	50	attitude	attitude	NOUN
abr-55	152	51	,	,	PUNCT
abr-55	152	52	and	and	CCONJ
abr-55	152	53	ability	ability	NOUN
abr-55	152	54	to	to	PART
abr-55	152	55	use	use	VERB
abr-55	152	56	calculators	calculator	NOUN
abr-55	152	57	)	)	PUNCT
abr-55	152	58	,	,	PUNCT
abr-55	152	59	and	and	CCONJ
abr-55	152	60	personal	personal	ADJ
abr-55	152	61	factors	factor	NOUN
abr-55	152	62	(	(	PUNCT
abr-55	152	63	gpa	gpa	PROPN
abr-55	152	64	,	,	PUNCT
abr-55	152	65	test	test	NOUN
abr-55	152	66	anxiety	anxiety	NOUN
abr-55	152	67	,	,	PUNCT
abr-55	152	68	gender	gender	NOUN
abr-55	152	69	,	,	PUNCT
abr-55	152	70	spatial	spatial	ADJ
abr-55	152	71	ability	ability	NOUN
abr-55	152	72	,	,	PUNCT
abr-55	152	73	age	age	NOUN
abr-55	152	74	,	,	PUNCT
abr-55	152	75	and	and	CCONJ
abr-55	152	76	personality	personality	NOUN
abr-55	152	77	)	)	PUNCT
abr-55	152	78	.	.	PUNCT
abr-55	153	1	this	this	DET
abr-55	153	2	study	study	NOUN
abr-55	153	3	primarily	primarily	ADV
abr-55	153	4	examined	examine	VERB
abr-55	153	5	the	the	DET
abr-55	153	6	effect	effect	NOUN
abr-55	153	7	of	of	ADP
abr-55	153	8	mathematical	mathematical	ADJ
abr-55	153	9	performance	performance	NOUN
abr-55	153	10	on	on	ADP
abr-55	153	11	performance	performance	NOUN
abr-55	153	12	in	in	ADP
abr-55	153	13	business	business	NOUN
abr-55	153	14	statistics	statistic	NOUN
abr-55	153	15	courses	course	NOUN
abr-55	153	16	.	.	PUNCT
abr-55	154	1	more	more	ADJ
abr-55	154	2	research	research	NOUN
abr-55	154	3	incorporating	incorporate	VERB
abr-55	154	4	the	the	DET
abr-55	154	5	other	other	ADJ
abr-55	154	6	factors	factor	NOUN
abr-55	154	7	is	be	AUX
abr-55	154	8	warranted	warrant	VERB
abr-55	154	9	.	.	PUNCT
abr-55	155	1	as	as	SCONJ
abr-55	155	2	indicated	indicate	VERB
abr-55	155	3	in	in	ADP
abr-55	155	4	the	the	DET
abr-55	155	5	literature	literature	NOUN
abr-55	155	6	and	and	CCONJ
abr-55	155	7	confirmed	confirm	VERB
abr-55	155	8	by	by	ADP
abr-55	155	9	the	the	DET
abr-55	155	10	present	present	ADJ
abr-55	155	11	study	study	NOUN
abr-55	155	12	,	,	PUNCT
abr-55	155	13	mathematics	mathematic	NOUN
abr-55	155	14	and	and	CCONJ
abr-55	155	15	statistics	statistic	NOUN
abr-55	155	16	are	be	AUX
abr-55	155	17	two	two	NUM
abr-55	155	18	separate	separate	ADJ
abr-55	155	19	disciplines	discipline	NOUN
abr-55	155	20	with	with	ADP
abr-55	155	21	separate	separate	ADJ
abr-55	155	22	pedagogy	pedagogy	NOUN
abr-55	155	23	.	.	PUNCT
abr-55	156	1	researchers	researcher	NOUN
abr-55	156	2	should	should	AUX
abr-55	156	3	investigate	investigate	VERB
abr-55	156	4	instructional	instructional	ADJ
abr-55	156	5	methods	method	NOUN
abr-55	156	6	for	for	ADP
abr-55	156	7	success	success	NOUN
abr-55	156	8	in	in	ADP
abr-55	156	9	statistics	statistic	NOUN
abr-55	156	10	separately	separately	ADV
abr-55	156	11	from	from	ADP
abr-55	156	12	those	those	PRON
abr-55	156	13	adopted	adopt	VERB
abr-55	156	14	in	in	ADP
abr-55	156	15	mathematics	mathematic	NOUN
abr-55	156	16	education	education	NOUN
abr-55	156	17	.	.	PUNCT
abr-55	157	1	conclusion	conclusion	NOUN
abr-55	157	2	in	in	ADP
abr-55	157	3	recent	recent	ADJ
abr-55	157	4	years	year	NOUN
abr-55	157	5	a	a	DET
abr-55	157	6	paradigm	paradigm	NOUN
abr-55	157	7	shift	shift	NOUN
abr-55	157	8	has	have	AUX
abr-55	157	9	occurred	occur	VERB
abr-55	157	10	from	from	ADP
abr-55	157	11	traditional	traditional	ADJ
abr-55	157	12	views	view	NOUN
abr-55	157	13	of	of	ADP
abr-55	157	14	teaching	teach	VERB
abr-55	157	15	statistics	statistic	NOUN
abr-55	157	16	as	as	ADP
abr-55	157	17	a	a	DET
abr-55	157	18	mathematical	mathematical	ADJ
abr-55	157	19	topic	topic	NOUN
abr-55	157	20	(	(	PUNCT
abr-55	157	21	which	which	PRON
abr-55	157	22	emphasizes	emphasize	VERB
abr-55	157	23	computations	computation	NOUN
abr-55	157	24	,	,	PUNCT
abr-55	157	25	formulas	formula	NOUN
abr-55	157	26	and	and	CCONJ
abr-55	157	27	procedures	procedure	NOUN
abr-55	157	28	)	)	PUNCT
abr-55	157	29	to	to	ADP
abr-55	157	30	the	the	DET
abr-55	157	31	current	current	ADJ
abr-55	157	32	view	view	NOUN
abr-55	157	33	that	that	SCONJ
abr-55	157	34	statistics	statistic	NOUN
abr-55	157	35	is	be	AUX
abr-55	157	36	a	a	DET
abr-55	157	37	distinct	distinct	ADJ
abr-55	157	38	methodological	methodological	ADJ
abr-55	157	39	discipline	discipline	NOUN
abr-55	157	40	from	from	ADP
abr-55	157	41	mathematics	mathematic	NOUN
abr-55	157	42	.	.	PUNCT
abr-55	158	1	such	such	ADJ
abr-55	158	2	disciplinary	disciplinary	ADJ
abr-55	158	3	differences	difference	NOUN
abr-55	158	4	call	call	VERB
abr-55	158	5	for	for	ADP
abr-55	158	6	statistics	statistic	NOUN
abr-55	158	7	education	education	NOUN
abr-55	158	8	to	to	PART
abr-55	158	9	emphasize	emphasize	VERB
abr-55	158	10	statistical	statistical	ADJ
abr-55	158	11	literacy	literacy	NOUN
abr-55	158	12	,	,	PUNCT
abr-55	158	13	statistical	statistical	ADJ
abr-55	158	14	reasoning	reasoning	NOUN
abr-55	158	15	,	,	PUNCT
abr-55	158	16	and	and	CCONJ
abr-55	158	17	statistical	statistical	ADJ
abr-55	158	18	thinking	thinking	NOUN
abr-55	158	19	.	.	PUNCT
abr-55	159	1	this	this	DET
abr-55	159	2	study	study	NOUN
abr-55	159	3	finds	find	VERB
abr-55	159	4	that	that	SCONJ
abr-55	159	5	undergraduate	undergraduate	ADJ
abr-55	159	6	students	student	NOUN
abr-55	159	7	’	'	PUNCT
abr-55	159	8	mathematical	mathematical	ADJ
abr-55	159	9	preparation	preparation	NOUN
abr-55	159	10	and	and	CCONJ
abr-55	159	11	competence	competence	NOUN
abr-55	159	12	had	have	VERB
abr-55	159	13	very	very	ADV
abr-55	159	14	little	little	ADJ
abr-55	159	15	effect	effect	NOUN
abr-55	159	16	on	on	ADP
abr-55	159	17	their	their	PRON
abr-55	159	18	performance	performance	NOUN
abr-55	159	19	in	in	ADP
abr-55	159	20	business	business	NOUN
abr-55	159	21	statistics	statistic	NOUN
abr-55	159	22	courses	course	NOUN
abr-55	159	23	.	.	PUNCT
abr-55	160	1	this	this	DET
abr-55	160	2	study	study	NOUN
abr-55	160	3	supports	support	VERB
abr-55	160	4	the	the	DET
abr-55	160	5	claim	claim	NOUN
abr-55	160	6	that	that	SCONJ
abr-55	160	7	statistics	statistic	NOUN
abr-55	160	8	education	education	NOUN
abr-55	160	9	is	be	AUX
abr-55	160	10	different	different	ADJ
abr-55	160	11	from	from	ADP
abr-55	160	12	mathematical	mathematical	ADJ
abr-55	160	13	education	education	NOUN
abr-55	160	14	.	.	PUNCT
abr-55	161	1	consequently	consequently	ADV
abr-55	161	2	,	,	PUNCT
abr-55	161	3	instructors	instructor	NOUN
abr-55	161	4	of	of	ADP
abr-55	161	5	statistics	statistic	NOUN
abr-55	161	6	should	should	AUX
abr-55	161	7	adhere	adhere	VERB
abr-55	161	8	to	to	ADP
abr-55	161	9	the	the	DET
abr-55	161	10	new	new	ADJ
abr-55	161	11	guidelines	guideline	NOUN
abr-55	161	12	of	of	ADP
abr-55	161	13	statistical	statistical	ADJ
abr-55	161	14	teaching	teaching	NOUN
abr-55	161	15	and	and	CCONJ
abr-55	161	16	learning	learning	NOUN
abr-55	161	17	as	as	SCONJ
abr-55	161	18	prescribed	prescribe	VERB
abr-55	161	19	by	by	ADP
abr-55	161	20	the	the	DET
abr-55	161	21	board	board	NOUN
abr-55	161	22	of	of	ADP
abr-55	161	23	directors	director	NOUN
abr-55	161	24	of	of	ADP
abr-55	161	25	the	the	DET
abr-55	161	26	american	american	ADJ
abr-55	161	27	statistical	statistical	ADJ
abr-55	161	28	association	association	NOUN
abr-55	161	29	.	.	PUNCT
abr-55	162	1	references	reference	NOUN
abr-55	162	2	adams	adams	PROPN
abr-55	162	3	,	,	PUNCT
abr-55	162	4	n.	n.	NOUN
abr-55	162	5	,	,	PUNCT
abr-55	162	6	&	&	CCONJ
abr-55	162	7	holcomb	holcomb	PROPN
abr-55	162	8	,	,	PUNCT
abr-55	162	9	w.	w.	PROPN
abr-55	162	10	1986	1986	NUM
abr-55	162	11	.	.	PUNCT
abr-55	163	1	analysis	analysis	NOUN
abr-55	163	2	of	of	ADP
abr-55	163	3	the	the	DET
abr-55	163	4	relationship	relationship	NOUN
abr-55	163	5	between	between	ADP
abr-55	163	6	anxiety	anxiety	NOUN
abr-55	163	7	about	about	ADP
abr-55	163	8	mathematics	mathematic	NOUN
abr-55	163	9	and	and	CCONJ
abr-55	163	10	performance	performance	NOUN
abr-55	163	11	.	.	PUNCT
abr-55	164	1	psychological	psychological	ADJ
abr-55	164	2	reports	report	NOUN
abr-55	164	3	,	,	PUNCT
abr-55	164	4	59	59	NUM
abr-55	164	5	:	:	SYM
abr-55	164	6	943	943	NUM
abr-55	164	7	-	-	SYM
abr-55	164	8	948	948	NUM
abr-55	164	9	.	.	PUNCT
abr-55	165	1	lai	lai	PROPN
abr-55	165	2	,	,	PUNCT
abr-55	165	3	tanner	tanner	NOUN
abr-55	165	4	,	,	PUNCT
abr-55	165	5	stevens	stevens	PROPN
abr-55	165	6	advances	advance	NOUN
abr-55	165	7	in	in	ADP
abr-55	165	8	business	business	NOUN
abr-55	165	9	research	research	NOUN
abr-55	165	10	2011	2011	NUM
abr-55	165	11	,	,	PUNCT
abr-55	165	12	vol	vol	NOUN
abr-55	165	13	.	.	PROPN
abr-55	165	14	2	2	NUM
abr-55	165	15	,	,	PUNCT
abr-55	165	16	no	no	INTJ
abr-55	165	17	.	.	NOUN
abr-55	165	18	1	1	NUM
abr-55	165	19	,	,	PUNCT
abr-55	165	20	115	115	NUM
abr-55	165	21	-	-	SYM
abr-55	165	22	124	124	NUM
abr-55	165	23	122	122	NUM
abr-55	165	24	ben	ben	PROPN
abr-55	165	25	-	-	PUNCT
abr-55	165	26	zvi	zvi	PROPN
abr-55	165	27	,	,	PUNCT
abr-55	165	28	d.	d.	PROPN
abr-55	165	29	,	,	PUNCT
abr-55	165	30	&	&	CCONJ
abr-55	165	31	garfield	garfield	PROPN
abr-55	165	32	,	,	PUNCT
abr-55	165	33	j.	j.	PROPN
abr-55	165	34	2004	2004	PROPN
abr-55	165	35	.	.	PUNCT
abr-55	166	1	the	the	DET
abr-55	166	2	challenge	challenge	NOUN
abr-55	166	3	of	of	ADP
abr-55	166	4	developing	develop	VERB
abr-55	166	5	statistical	statistical	ADJ
abr-55	166	6	literacy	literacy	NOUN
abr-55	166	7	,	,	PUNCT
abr-55	166	8	reasoning	reasoning	NOUN
abr-55	166	9	and	and	CCONJ
abr-55	166	10	thinking	thinking	NOUN
abr-55	166	11	.	.	PUNCT
abr-55	167	1	dordrecht	dordrecht	PROPN
abr-55	167	2	,	,	PUNCT
abr-55	167	3	the	the	DET
abr-55	167	4	netherlands	netherlands	PROPN
abr-55	167	5	:	:	PUNCT
abr-55	167	6	kluwer	kluwer	NOUN
abr-55	167	7	academic	academic	ADJ
abr-55	167	8	publishers	publisher	NOUN
abr-55	167	9	.	.	PUNCT
abr-55	168	1	bessant	bessant	PROPN
abr-55	168	2	,	,	PUNCT
abr-55	168	3	k.	k.	PROPN
abr-55	168	4	1995	1995	NUM
abr-55	168	5	.	.	PUNCT
abr-55	169	1	factors	factor	NOUN
abr-55	169	2	associated	associate	VERB
abr-55	169	3	with	with	ADP
abr-55	169	4	types	type	NOUN
abr-55	169	5	of	of	ADP
abr-55	169	6	mathematics	mathematics	NOUN
abr-55	169	7	anxiety	anxiety	NOUN
abr-55	169	8	in	in	ADP
abr-55	169	9	college	college	NOUN
abr-55	169	10	students	student	NOUN
abr-55	169	11	.	.	PUNCT
abr-55	170	1	journal	journal	PROPN
abr-55	170	2	of	of	ADP
abr-55	170	3	research	research	NOUN
abr-55	170	4	in	in	ADP
abr-55	170	5	mathematics	mathematics	PROPN
abr-55	170	6	education	education	NOUN
abr-55	170	7	,	,	PUNCT
abr-55	170	8	26	26	NUM
abr-55	170	9	:	:	SYM
abr-55	170	10	327	327	NUM
abr-55	170	11	-	-	SYM
abr-55	170	12	345	345	NUM
abr-55	170	13	.	.	PUNCT
abr-55	171	1	carmichael	carmichael	PROPN
abr-55	171	2	,	,	PUNCT
abr-55	171	3	c.	c.	PROPN
abr-55	171	4	,	,	PUNCT
abr-55	171	5	callingham	callingham	NOUN
abr-55	171	6	,	,	PUNCT
abr-55	171	7	r.	r.	PROPN
abr-55	171	8	,	,	PUNCT
abr-55	171	9	watson	watson	PROPN
abr-55	171	10	,	,	PUNCT
abr-55	171	11	j.	j.	PROPN
abr-55	171	12	,	,	PUNCT
abr-55	171	13	&	&	CCONJ
abr-55	171	14	hay	hay	PROPN
abr-55	171	15	,	,	PUNCT
abr-55	171	16	i.	i.	PROPN
abr-55	171	17	2009	2009	NUM
abr-55	171	18	.	.	PUNCT
abr-55	172	1	factors	factor	NOUN
abr-55	172	2	influencing	influence	VERB
abr-55	172	3	the	the	DET
abr-55	172	4	development	development	NOUN
abr-55	172	5	of	of	ADP
abr-55	172	6	middle	middle	ADJ
abr-55	172	7	school	school	NOUN
abr-55	172	8	students	student	NOUN
abr-55	172	9	'	'	PART
abr-55	172	10	interest	interest	NOUN
abr-55	172	11	in	in	ADP
abr-55	172	12	statistical	statistical	ADJ
abr-55	172	13	literacy	literacy	NOUN
abr-55	172	14	.	.	PUNCT
abr-55	173	1	statistics	statistic	NOUN
abr-55	173	2	education	education	PROPN
abr-55	173	3	research	research	NOUN
abr-55	173	4	journal	journal	NOUN
abr-55	173	5	,	,	PUNCT
abr-55	173	6	8	8	NUM
abr-55	173	7	:	:	SYM
abr-55	173	8	62	62	NUM
abr-55	173	9	-	-	SYM
abr-55	173	10	81	81	NUM
abr-55	173	11	.	.	PUNCT
abr-55	173	12	carmona	carmona	PROPN
abr-55	173	13	,	,	PUNCT
abr-55	173	14	j.	j.	PROPN
abr-55	173	15	2004	2004	PROPN
abr-55	173	16	.	.	PUNCT
abr-55	174	1	mathematical	mathematical	ADJ
abr-55	174	2	background	background	NOUN
abr-55	174	3	and	and	CCONJ
abr-55	174	4	attitudes	attitude	NOUN
abr-55	174	5	toward	toward	ADP
abr-55	174	6	statistics	statistic	NOUN
abr-55	174	7	in	in	ADP
abr-55	174	8	a	a	DET
abr-55	174	9	sample	sample	NOUN
abr-55	174	10	of	of	ADP
abr-55	174	11	undergraduate	undergraduate	ADJ
abr-55	174	12	students	student	NOUN
abr-55	174	13	.	.	PUNCT
abr-55	175	1	paper	paper	NOUN
abr-55	175	2	presented	present	VERB
abr-55	175	3	at	at	ADP
abr-55	175	4	the	the	DET
abr-55	175	5	10th	10th	ADJ
abr-55	175	6	international	international	ADJ
abr-55	175	7	conference	conference	NOUN
abr-55	175	8	on	on	ADP
abr-55	175	9	mathematics	mathematics	PROPN
abr-55	175	10	education	education	NOUN
abr-55	175	11	,	,	PUNCT
abr-55	175	12	copenhagen	copenhagen	PROPN
abr-55	175	13	,	,	PUNCT
abr-55	175	14	denmark	denmark	PROPN
abr-55	175	15	.	.	PUNCT
abr-55	176	1	chance	chance	PROPN
abr-55	176	2	,	,	PUNCT
abr-55	176	3	b.	b.	PROPN
abr-55	176	4	,	,	PUNCT
abr-55	176	5	&	&	CCONJ
abr-55	176	6	garfield	garfield	PROPN
abr-55	176	7	,	,	PUNCT
abr-55	176	8	j.	j.	PROPN
abr-55	176	9	2002	2002	NUM
abr-55	176	10	.	.	PUNCT
abr-55	177	1	new	new	ADJ
abr-55	177	2	approaches	approach	NOUN
abr-55	177	3	to	to	ADP
abr-55	177	4	gathering	gather	VERB
abr-55	177	5	data	datum	NOUN
abr-55	177	6	on	on	ADP
abr-55	177	7	student	student	NOUN
abr-55	177	8	learning	learning	NOUN
abr-55	177	9	for	for	ADP
abr-55	177	10	research	research	NOUN
abr-55	177	11	in	in	ADP
abr-55	177	12	statistics	statistic	NOUN
abr-55	177	13	education	education	NOUN
abr-55	177	14	.	.	PUNCT
abr-55	178	1	statistics	statistic	NOUN
abr-55	178	2	education	education	PROPN
abr-55	178	3	research	research	NOUN
abr-55	178	4	journal	journal	NOUN
abr-55	178	5	,	,	PUNCT
abr-55	178	6	1	1	NUM
abr-55	178	7	:	:	SYM
abr-55	178	8	38	38	NUM
abr-55	178	9	-	-	SYM
abr-55	178	10	44	44	NUM
abr-55	178	11	.	.	PUNCT
abr-55	179	1	feinberg	feinberg	PROPN
abr-55	179	2	,	,	PUNCT
abr-55	179	3	f.	f.	PROPN
abr-55	179	4	,	,	PUNCT
abr-55	179	5	&	&	CCONJ
abr-55	179	6	halprin	halprin	PROPN
abr-55	179	7	,	,	PUNCT
abr-55	179	8	s.	s.	PROPN
abr-55	179	9	1978	1978	NUM
abr-55	179	10	.	.	PUNCT
abr-55	180	1	affective	affective	NOUN
abr-55	180	2	and	and	CCONJ
abr-55	180	3	cognitive	cognitive	ADJ
abr-55	180	4	correlates	correlate	NOUN
abr-55	180	5	of	of	ADP
abr-55	180	6	course	course	NOUN
abr-55	180	7	performance	performance	NOUN
abr-55	180	8	in	in	ADP
abr-55	180	9	introductory	introductory	ADJ
abr-55	180	10	statistics	statistic	NOUN
abr-55	180	11	.	.	PUNCT
abr-55	181	1	journal	journal	NOUN
abr-55	181	2	of	of	ADP
abr-55	181	3	experimental	experimental	ADJ
abr-55	181	4	education	education	NOUN
abr-55	181	5	,	,	PUNCT
abr-55	181	6	46	46	NUM
abr-55	181	7	:	:	SYM
abr-55	181	8	11	11	NUM
abr-55	181	9	-	-	SYM
abr-55	181	10	18	18	NUM
abr-55	181	11	.	.	PUNCT
abr-55	182	1	franklin	franklin	PROPN
abr-55	182	2	,	,	PUNCT
abr-55	182	3	c.	c.	PROPN
abr-55	182	4	,	,	PUNCT
abr-55	182	5	&	&	CCONJ
abr-55	182	6	garfield	garfield	PROPN
abr-55	182	7	,	,	PUNCT
abr-55	182	8	j.	j.	PROPN
abr-55	182	9	2006	2006	NUM
abr-55	182	10	.	.	PUNCT
abr-55	183	1	the	the	DET
abr-55	183	2	gaise	gaise	NOUN
abr-55	183	3	project	project	NOUN
abr-55	183	4	:	:	PUNCT
abr-55	183	5	developing	develop	VERB
abr-55	183	6	statistics	statistic	NOUN
abr-55	183	7	eductaion	eductaion	NOUN
abr-55	183	8	guidelines	guideline	NOUN
abr-55	183	9	for	for	ADP
abr-55	183	10	grades	grade	NOUN
abr-55	183	11	pre	pre	VERB
abr-55	183	12	-	-	NOUN
abr-55	183	13	k-12	k-12	NOUN
abr-55	183	14	and	and	CCONJ
abr-55	183	15	college	college	NOUN
abr-55	183	16	courses	course	NOUN
abr-55	183	17	.	.	PUNCT
abr-55	184	1	in	in	ADP
abr-55	184	2	g.	g.	PROPN
abr-55	184	3	burrill	burrill	PROPN
abr-55	184	4	,	,	PUNCT
abr-55	184	5	&	&	CCONJ
abr-55	184	6	p.	p.	PROPN
abr-55	184	7	elliott	elliott	PROPN
abr-55	184	8	,	,	PUNCT
abr-55	184	9	(	(	PUNCT
abr-55	184	10	eds	ed	NOUN
abr-55	184	11	.	.	PUNCT
abr-55	184	12	)	)	PUNCT
abr-55	184	13	,	,	PUNCT
abr-55	184	14	thinking	think	VERB
abr-55	184	15	and	and	CCONJ
abr-55	184	16	reasoning	reasoning	NOUN
abr-55	184	17	with	with	ADP
abr-55	184	18	data	datum	NOUN
abr-55	184	19	and	and	CCONJ
abr-55	184	20	chance	chance	NOUN
abr-55	184	21	:	:	PUNCT
abr-55	184	22	2006	2006	NUM
abr-55	184	23	nctm	nctm	ADJ
abr-55	184	24	yearbook	yearbook	NOUN
abr-55	184	25	(	(	PUNCT
abr-55	184	26	pp	pp	ADJ
abr-55	184	27	.	.	PUNCT
abr-55	184	28	345	345	NUM
abr-55	184	29	-	-	SYM
abr-55	184	30	376	376	NUM
abr-55	184	31	)	)	PUNCT
abr-55	184	32	.	.	PUNCT
abr-55	185	1	reston	reston	PROPN
abr-55	185	2	,	,	PUNCT
abr-55	185	3	va	va	PROPN
abr-55	185	4	:	:	PUNCT
abr-55	185	5	national	national	ADJ
abr-55	185	6	council	council	PROPN
abr-55	185	7	of	of	ADP
abr-55	185	8	teacher	teacher	NOUN
abr-55	185	9	of	of	ADP
abr-55	185	10	mathematics	mathematic	NOUN
abr-55	185	11	.	.	PUNCT
abr-55	186	1	gal	gal	PROPN
abr-55	186	2	,	,	PUNCT
abr-55	186	3	i.	i.	PROPN
abr-55	186	4	2002	2002	NUM
abr-55	186	5	.	.	PUNCT
abr-55	187	1	adults	adult	NOUN
abr-55	187	2	'	'	PART
abr-55	187	3	statistical	statistical	ADJ
abr-55	187	4	literacy	literacy	NOUN
abr-55	187	5	:	:	PUNCT
abr-55	187	6	meanings	meaning	NOUN
abr-55	187	7	,	,	PUNCT
abr-55	187	8	components	component	NOUN
abr-55	187	9	,	,	PUNCT
abr-55	187	10	responsibilities	responsibility	NOUN
abr-55	187	11	.	.	PUNCT
abr-55	188	1	international	international	ADJ
abr-55	188	2	statistical	statistical	ADJ
abr-55	188	3	review	review	NOUN
abr-55	188	4	,	,	PUNCT
abr-55	188	5	70	70	NUM
abr-55	188	6	:	:	SYM
abr-55	188	7	1	1	NUM
abr-55	188	8	-	-	SYM
abr-55	188	9	25	25	NUM
abr-55	188	10	.	.	PUNCT
abr-55	189	1	gal	gal	PROPN
abr-55	189	2	,	,	PUNCT
abr-55	189	3	i.	i.	PROPN
abr-55	189	4	,	,	PUNCT
abr-55	189	5	&	&	CCONJ
abr-55	189	6	garfield	garfield	PROPN
abr-55	189	7	,	,	PUNCT
abr-55	189	8	j.	j.	PROPN
abr-55	189	9	1997	1997	NUM
abr-55	189	10	.	.	PUNCT
abr-55	190	1	curricular	curricular	ADJ
abr-55	190	2	goals	goal	NOUN
abr-55	190	3	and	and	CCONJ
abr-55	190	4	assessment	assessment	NOUN
abr-55	190	5	challenges	challenge	NOUN
abr-55	190	6	in	in	ADP
abr-55	190	7	statistics	statistic	NOUN
abr-55	190	8	education	education	NOUN
abr-55	190	9	.	.	PUNCT
abr-55	191	1	in	in	ADP
abr-55	191	2	i.	i.	PROPN
abr-55	191	3	gal	gal	PROPN
abr-55	191	4	,	,	PUNCT
abr-55	191	5	&	&	CCONJ
abr-55	191	6	j.	j.	PROPN
abr-55	191	7	garfield	garfield	PROPN
abr-55	191	8	,	,	PUNCT
abr-55	191	9	(	(	PUNCT
abr-55	191	10	eds	ed	NOUN
abr-55	191	11	.	.	PUNCT
abr-55	191	12	)	)	PUNCT
abr-55	191	13	,	,	PUNCT
abr-55	191	14	the	the	DET
abr-55	191	15	assessment	assessment	NOUN
abr-55	191	16	challenge	challenge	NOUN
abr-55	191	17	in	in	ADP
abr-55	191	18	statistics	statistic	NOUN
abr-55	191	19	education	education	NOUN
abr-55	191	20	.	.	PUNCT
abr-55	192	1	(	(	PUNCT
abr-55	192	2	pp	pp	ADJ
abr-55	192	3	.	.	PUNCT
abr-55	193	1	1	1	NUM
abr-55	193	2	-	-	SYM
abr-55	193	3	14	14	NUM
abr-55	193	4	)	)	PUNCT
abr-55	193	5	.	.	PUNCT
abr-55	194	1	amsterdam	amsterdam	PROPN
abr-55	194	2	,	,	PUNCT
abr-55	194	3	netherlands	netherlands	PROPN
abr-55	194	4	:	:	PUNCT
abr-55	194	5	ios	ios	PROPN
abr-55	194	6	press	press	NOUN
abr-55	194	7	.	.	PUNCT
abr-55	195	1	gal	gal	PROPN
abr-55	195	2	,	,	PUNCT
abr-55	195	3	i.	i.	PROPN
abr-55	195	4	,	,	PUNCT
abr-55	195	5	ginsburg	ginsburg	PROPN
abr-55	195	6	,	,	PUNCT
abr-55	195	7	l.	l.	PROPN
abr-55	195	8	,	,	PUNCT
abr-55	195	9	&	&	CCONJ
abr-55	195	10	schau	schau	NOUN
abr-55	195	11	,	,	PUNCT
abr-55	195	12	c.	c.	PROPN
abr-55	195	13	1997	1997	NUM
abr-55	195	14	.	.	PUNCT
abr-55	196	1	monitoring	monitor	VERB
abr-55	196	2	attitudes	attitude	NOUN
abr-55	196	3	and	and	CCONJ
abr-55	196	4	beliefs	belief	NOUN
abr-55	196	5	in	in	ADP
abr-55	196	6	statistics	statistic	NOUN
abr-55	196	7	education	education	NOUN
abr-55	196	8	.	.	PUNCT
abr-55	197	1	in	in	ADP
abr-55	197	2	i.	i.	PROPN
abr-55	197	3	gal	gal	PROPN
abr-55	197	4	,	,	PUNCT
abr-55	197	5	&	&	CCONJ
abr-55	197	6	j.	j.	PROPN
abr-55	197	7	garfield	garfield	PROPN
abr-55	197	8	(	(	PUNCT
abr-55	197	9	eds	eds	PROPN
abr-55	197	10	.	.	PUNCT
abr-55	197	11	)	)	PUNCT
abr-55	197	12	,	,	PUNCT
abr-55	197	13	the	the	DET
abr-55	197	14	assessment	assessment	NOUN
abr-55	197	15	challenges	challenge	VERB
abr-55	197	16	in	in	ADP
abr-55	197	17	statistics	statistic	NOUN
abr-55	197	18	education	education	NOUN
abr-55	197	19	.	.	PUNCT
abr-55	198	1	(	(	PUNCT
abr-55	198	2	pp	pp	ADJ
abr-55	198	3	.	.	PUNCT
abr-55	199	1	37	37	NUM
abr-55	199	2	-	-	SYM
abr-55	199	3	51	51	NUM
abr-55	199	4	)	)	PUNCT
abr-55	199	5	.	.	PUNCT
abr-55	200	1	netherlands	netherlands	PROPN
abr-55	200	2	:	:	PUNCT
abr-55	200	3	ios	ios	PROPN
abr-55	200	4	press	press	NOUN
abr-55	200	5	.	.	PUNCT
abr-55	201	1	galagedera	galagedera	PROPN
abr-55	201	2	,	,	PUNCT
abr-55	201	3	d.	d.	PROPN
abr-55	201	4	1998	1998	NUM
abr-55	201	5	.	.	PUNCT
abr-55	201	6	is	be	AUX
abr-55	201	7	remedial	remedial	ADJ
abr-55	201	8	mathematics	mathematic	NOUN
abr-55	201	9	a	a	DET
abr-55	201	10	real	real	ADJ
abr-55	201	11	remedy	remedy	NOUN
abr-55	201	12	?	?	PUNCT
abr-55	202	1	evidence	evidence	NOUN
abr-55	202	2	from	from	ADP
abr-55	202	3	learning	learn	VERB
abr-55	202	4	statistics	statistic	NOUN
abr-55	202	5	at	at	ADP
abr-55	202	6	tertiary	tertiary	ADJ
abr-55	202	7	level	level	NOUN
abr-55	202	8	.	.	PUNCT
abr-55	203	1	international	international	ADJ
abr-55	203	2	journal	journal	NOUN
abr-55	203	3	of	of	ADP
abr-55	203	4	mathematics	mathematics	PROPN
abr-55	203	5	education	education	NOUN
abr-55	203	6	,	,	PUNCT
abr-55	203	7	sciences	science	NOUN
abr-55	203	8	and	and	CCONJ
abr-55	203	9	technology	technology	NOUN
abr-55	203	10	,	,	PUNCT
abr-55	203	11	29	29	NUM
abr-55	203	12	:	:	SYM
abr-55	203	13	475	475	NUM
abr-55	203	14	-	-	SYM
abr-55	203	15	480	480	NUM
abr-55	203	16	.	.	PUNCT
abr-55	204	1	galagedera	galagedera	PROPN
abr-55	204	2	,	,	PUNCT
abr-55	204	3	d.	d.	PROPN
abr-55	204	4	,	,	PUNCT
abr-55	204	5	&	&	CCONJ
abr-55	204	6	woodward	woodward	PROPN
abr-55	204	7	,	,	PUNCT
abr-55	204	8	g.	g.	PROPN
abr-55	204	9	2000	2000	NUM
abr-55	204	10	.	.	PUNCT
abr-55	205	1	an	an	DET
abr-55	205	2	investigation	investigation	NOUN
abr-55	205	3	of	of	ADP
abr-55	205	4	how	how	SCONJ
abr-55	205	5	perceptions	perception	NOUN
abr-55	205	6	of	of	ADP
abr-55	205	7	mathematics	mathematic	NOUN
abr-55	205	8	ability	ability	NOUN
abr-55	205	9	can	can	AUX
abr-55	205	10	affect	affect	VERB
abr-55	205	11	elementary	elementary	ADJ
abr-55	205	12	statistics	statistic	NOUN
abr-55	205	13	performance	performance	NOUN
abr-55	205	14	.	.	PUNCT
abr-55	206	1	international	international	ADJ
abr-55	206	2	journal	journal	PROPN
abr-55	206	3	of	of	ADP
abr-55	206	4	mathematics	mathematics	PROPN
abr-55	206	5	education	education	NOUN
abr-55	206	6	,	,	PUNCT
abr-55	206	7	sciences	science	NOUN
abr-55	206	8	and	and	CCONJ
abr-55	206	9	technology	technology	NOUN
abr-55	206	10	,	,	PUNCT
abr-55	206	11	31	31	NUM
abr-55	206	12	:	:	SYM
abr-55	206	13	679	679	NUM
abr-55	206	14	-	-	SYM
abr-55	206	15	689	689	NUM
abr-55	206	16	.	.	PUNCT
abr-55	207	1	garfield	garfield	PROPN
abr-55	207	2	,	,	PUNCT
abr-55	207	3	j.	j.	PROPN
abr-55	207	4	2003	2003	NUM
abr-55	207	5	.	.	PUNCT
abr-55	208	1	assessing	assess	VERB
abr-55	208	2	statistical	statistical	ADJ
abr-55	208	3	reasoning	reasoning	NOUN
abr-55	208	4	.	.	PUNCT
abr-55	209	1	statistics	statistic	NOUN
abr-55	209	2	education	education	PROPN
abr-55	209	3	research	research	NOUN
abr-55	209	4	journal	journal	NOUN
abr-55	209	5	,	,	PUNCT
abr-55	209	6	2	2	NUM
abr-55	209	7	:	:	SYM
abr-55	209	8	22	22	NUM
abr-55	209	9	-	-	SYM
abr-55	209	10	38	38	NUM
abr-55	209	11	.	.	PUNCT
abr-55	210	1	gnaldi	gnaldi	NOUN
abr-55	210	2	,	,	PUNCT
abr-55	210	3	m.	m.	NOUN
abr-55	210	4	2006	2006	NUM
abr-55	210	5	.	.	PUNCT
abr-55	211	1	the	the	DET
abr-55	211	2	relationship	relationship	NOUN
abr-55	211	3	between	between	ADP
abr-55	211	4	poor	poor	ADJ
abr-55	211	5	numerical	numerical	ADJ
abr-55	211	6	abilities	ability	NOUN
abr-55	211	7	and	and	CCONJ
abr-55	211	8	subsequent	subsequent	ADJ
abr-55	211	9	difficulty	difficulty	NOUN
abr-55	211	10	in	in	ADP
abr-55	211	11	accumulating	accumulate	VERB
abr-55	211	12	statistical	statistical	ADJ
abr-55	211	13	knowledge	knowledge	NOUN
abr-55	211	14	.	.	PUNCT
abr-55	212	1	teaching	teaching	NOUN
abr-55	212	2	statistics	statistic	NOUN
abr-55	212	3	,	,	PUNCT
abr-55	212	4	28	28	NUM
abr-55	212	5	:	:	SYM
abr-55	212	6	49	49	NUM
abr-55	212	7	-	-	SYM
abr-55	212	8	53	53	NUM
abr-55	212	9	.	.	PUNCT
abr-55	212	10	groth	groth	PROPN
abr-55	212	11	,	,	PUNCT
abr-55	212	12	r.	r.	PROPN
abr-55	212	13	2007	2007	NUM
abr-55	212	14	.	.	PUNCT
abr-55	213	1	toward	toward	ADP
abr-55	213	2	a	a	DET
abr-55	213	3	conceptualization	conceptualization	NOUN
abr-55	213	4	of	of	ADP
abr-55	213	5	statistical	statistical	ADJ
abr-55	213	6	knowledge	knowledge	NOUN
abr-55	213	7	for	for	ADP
abr-55	213	8	teaching	teaching	NOUN
abr-55	213	9	.	.	PUNCT
abr-55	214	1	journal	journal	PROPN
abr-55	214	2	for	for	ADP
abr-55	214	3	research	research	NOUN
abr-55	214	4	in	in	ADP
abr-55	214	5	mathematics	mathematics	PROPN
abr-55	214	6	education	education	NOUN
abr-55	214	7	,	,	PUNCT
abr-55	214	8	38	38	NUM
abr-55	214	9	:	:	SYM
abr-55	214	10	427	427	NUM
abr-55	214	11	-	-	SYM
abr-55	214	12	437	437	NUM
abr-55	214	13	.	.	PUNCT
abr-55	215	1	hogg	hogg	PROPN
abr-55	215	2	,	,	PUNCT
abr-55	215	3	r.	r.	PROPN
abr-55	215	4	1991	1991	NUM
abr-55	215	5	.	.	PUNCT
abr-55	216	1	statistical	statistical	ADJ
abr-55	216	2	education	education	NOUN
abr-55	216	3	:	:	PUNCT
abr-55	216	4	improvement	improvement	NOUN
abr-55	216	5	are	be	AUX
abr-55	216	6	badly	badly	ADV
abr-55	216	7	deeded	deede	VERB
abr-55	216	8	.	.	PUNCT
abr-55	217	1	american	american	PROPN
abr-55	217	2	statistician	statistician	PROPN
abr-55	217	3	,	,	PUNCT
abr-55	217	4	45	45	NUM
abr-55	217	5	:	:	SYM
abr-55	217	6	342	342	NUM
abr-55	217	7	-	-	SYM
abr-55	217	8	343	343	NUM
abr-55	217	9	.	.	PUNCT
abr-55	218	1	jeffries	jeffrie	NOUN
abr-55	218	2	,	,	PUNCT
abr-55	218	3	p.	p.	NOUN
abr-55	218	4	2001	2001	NUM
abr-55	218	5	.	.	PUNCT
abr-55	219	1	computer	computer	NOUN
abr-55	219	2	versus	versus	ADP
abr-55	219	3	lecture	lecture	PROPN
abr-55	219	4	:	:	PUNCT
abr-55	219	5	a	a	DET
abr-55	219	6	comparison	comparison	NOUN
abr-55	219	7	of	of	ADP
abr-55	219	8	two	two	NUM
abr-55	219	9	methods	method	NOUN
abr-55	219	10	of	of	ADP
abr-55	219	11	teaching	teach	VERB
abr-55	219	12	oral	oral	ADJ
abr-55	219	13	medication	medication	NOUN
abr-55	219	14	administration	administration	NOUN
abr-55	219	15	in	in	ADP
abr-55	219	16	a	a	DET
abr-55	219	17	nursing	nursing	NOUN
abr-55	219	18	skills	skill	NOUN
abr-55	219	19	laboratory	laboratory	NOUN
abr-55	219	20	.	.	PUNCT
abr-55	220	1	journal	journal	NOUN
abr-55	220	2	of	of	ADP
abr-55	220	3	nursing	nursing	NOUN
abr-55	220	4	education	education	NOUN
abr-55	220	5	,	,	PUNCT
abr-55	220	6	40	40	NUM
abr-55	220	7	:	:	SYM
abr-55	220	8	323	323	NUM
abr-55	220	9	-	-	SYM
abr-55	220	10	329	329	NUM
abr-55	220	11	.	.	PUNCT
abr-55	221	1	lai	lai	NOUN
abr-55	221	2	,	,	PUNCT
abr-55	221	3	tanner	tanner	NOUN
abr-55	221	4	,	,	PUNCT
abr-55	221	5	stevens	stevens	PROPN
abr-55	221	6	advances	advance	NOUN
abr-55	221	7	in	in	ADP
abr-55	221	8	business	business	NOUN
abr-55	221	9	research	research	NOUN
abr-55	221	10	2011	2011	NUM
abr-55	221	11	,	,	PUNCT
abr-55	221	12	vol	vol	NOUN
abr-55	221	13	.	.	PROPN
abr-55	221	14	2	2	NUM
abr-55	221	15	,	,	PUNCT
abr-55	221	16	no	no	INTJ
abr-55	221	17	.	.	NOUN
abr-55	221	18	1	1	NUM
abr-55	221	19	,	,	PUNCT
abr-55	221	20	115	115	NUM
abr-55	221	21	-	-	SYM
abr-55	221	22	124	124	NUM
abr-55	221	23	123	123	NUM
abr-55	221	24	johnson	johnson	PROPN
abr-55	221	25	,	,	PUNCT
abr-55	221	26	m.	m.	NOUN
abr-55	221	27	,	,	PUNCT
abr-55	221	28	&	&	CCONJ
abr-55	221	29	kuennen	kuennen	PROPN
abr-55	221	30	,	,	PUNCT
abr-55	221	31	e.	e.	PROPN
abr-55	221	32	2006	2006	NUM
abr-55	221	33	.	.	PUNCT
abr-55	222	1	basic	basic	ADJ
abr-55	222	2	math	math	NOUN
abr-55	222	3	skills	skill	NOUN
abr-55	222	4	and	and	CCONJ
abr-55	222	5	performance	performance	NOUN
abr-55	222	6	in	in	ADP
abr-55	222	7	an	an	DET
abr-55	222	8	introductory	introductory	ADJ
abr-55	222	9	statistics	statistic	NOUN
abr-55	222	10	course	course	NOUN
abr-55	222	11	.	.	PUNCT
abr-55	223	1	journal	journal	PROPN
abr-55	223	2	of	of	ADP
abr-55	223	3	statistics	statistics	PROPN
abr-55	223	4	education	education	NOUN
abr-55	223	5	,	,	PUNCT
abr-55	223	6	14	14	NUM
abr-55	223	7	:	:	PUNCT
abr-55	223	8	www.amstat.org/publications/jse/v14n12/johnson.html	www.amstat.org/publications/jse/v14n12/johnson.html	PROPN
abr-55	223	9	.	.	PUNCT
abr-55	224	1	lalonde	lalonde	PROPN
abr-55	224	2	,	,	PUNCT
abr-55	224	3	r.	r.	PROPN
abr-55	224	4	,	,	PUNCT
abr-55	224	5	&	&	CCONJ
abr-55	224	6	gardner	gardner	PROPN
abr-55	224	7	,	,	PUNCT
abr-55	224	8	r.	r.	PROPN
abr-55	224	9	1993	1993	NUM
abr-55	224	10	.	.	PUNCT
abr-55	225	1	statistics	statistic	NOUN
abr-55	225	2	as	as	ADP
abr-55	225	3	a	a	DET
abr-55	225	4	second	second	ADJ
abr-55	225	5	language	language	NOUN
abr-55	225	6	?	?	PUNCT
abr-55	226	1	a	a	DET
abr-55	226	2	model	model	NOUN
abr-55	226	3	for	for	ADP
abr-55	226	4	predicting	predict	VERB
abr-55	226	5	performance	performance	NOUN
abr-55	226	6	in	in	ADP
abr-55	226	7	psychology	psychology	NOUN
abr-55	226	8	students	student	NOUN
abr-55	226	9	.	.	PUNCT
abr-55	227	1	canadian	canadian	ADJ
abr-55	227	2	journal	journal	PROPN
abr-55	227	3	of	of	ADP
abr-55	227	4	behavioral	behavioral	ADJ
abr-55	227	5	science	science	NOUN
abr-55	227	6	,	,	PUNCT
abr-55	227	7	25	25	NUM
abr-55	227	8	:	:	SYM
abr-55	227	9	108	108	NUM
abr-55	227	10	-	-	SYM
abr-55	227	11	125	125	NUM
abr-55	227	12	.	.	PUNCT
abr-55	228	1	mcleod	mcleod	PROPN
abr-55	228	2	,	,	PUNCT
abr-55	228	3	d.	d.	PROPN
abr-55	228	4	1992	1992	NUM
abr-55	228	5	.	.	PUNCT
abr-55	229	1	research	research	NOUN
abr-55	229	2	on	on	ADP
abr-55	229	3	affect	affect	NOUN
abr-55	229	4	in	in	ADP
abr-55	229	5	mathematics	mathematic	NOUN
abr-55	229	6	in	in	ADP
abr-55	229	7	the	the	DET
abr-55	229	8	jrme	jrme	NOUN
abr-55	229	9	:	:	PUNCT
abr-55	229	10	1970	1970	NUM
abr-55	229	11	to	to	PART
abr-55	229	12	present	present	VERB
abr-55	229	13	.	.	PUNCT
abr-55	230	1	journal	journal	NOUN
abr-55	230	2	of	of	ADP
abr-55	230	3	research	research	NOUN
abr-55	230	4	in	in	ADP
abr-55	230	5	mathematics	mathematics	PROPN
abr-55	230	6	education	education	NOUN
abr-55	230	7	,	,	PUNCT
abr-55	230	8	25	25	NUM
abr-55	230	9	:	:	PUNCT
abr-55	230	10	637	637	NUM
abr-55	230	11	-	-	SYM
abr-55	230	12	647	647	NUM
abr-55	230	13	.	.	PUNCT
abr-55	231	1	moore	moore	PROPN
abr-55	231	2	,	,	PUNCT
abr-55	231	3	d.	d.	PROPN
abr-55	231	4	1988	1988	NUM
abr-55	231	5	.	.	PUNCT
abr-55	232	1	should	should	AUX
abr-55	232	2	mathematicians	mathematician	NOUN
abr-55	232	3	teach	teach	VERB
abr-55	232	4	statistics	statistic	NOUN
abr-55	232	5	?	?	PUNCT
abr-55	233	1	college	college	NOUN
abr-55	233	2	mathematics	mathematics	PROPN
abr-55	233	3	journal	journal	NOUN
abr-55	233	4	,	,	PUNCT
abr-55	233	5	19(1	19(1	NUM
abr-55	233	6	)	)	PUNCT
abr-55	233	7	,	,	PUNCT
abr-55	233	8	3	3	NUM
abr-55	233	9	-	-	SYM
abr-55	233	10	7	7	NUM
abr-55	233	11	.	.	PUNCT
abr-55	233	12	moore	moore	PROPN
abr-55	233	13	,	,	PUNCT
abr-55	233	14	d.	d.	PROPN
abr-55	233	15	992	992	NUM
abr-55	233	16	.	.	PUNCT
abr-55	234	1	teaching	teach	VERB
abr-55	234	2	statistics	statistic	NOUN
abr-55	234	3	as	as	ADP
abr-55	234	4	a	a	DET
abr-55	234	5	respectable	respectable	ADJ
abr-55	234	6	subject	subject	NOUN
abr-55	234	7	.	.	PUNCT
abr-55	235	1	in	in	ADP
abr-55	235	2	f.	f.	PROPN
abr-55	235	3	gordon	gordon	PROPN
abr-55	235	4	,	,	PUNCT
abr-55	235	5	&	&	CCONJ
abr-55	235	6	s.	s.	PROPN
abr-55	235	7	gordon	gordon	PROPN
abr-55	235	8	,	,	PUNCT
abr-55	235	9	(	(	PUNCT
abr-55	235	10	eds	ed	NOUN
abr-55	235	11	.	.	PUNCT
abr-55	235	12	)	)	PUNCT
abr-55	235	13	,	,	PUNCT
abr-55	235	14	statistics	statistic	NOUN
abr-55	235	15	for	for	ADP
abr-55	235	16	the	the	DET
abr-55	235	17	twenty	twenty	NUM
abr-55	235	18	-	-	PUNCT
abr-55	235	19	first	first	ADJ
abr-55	235	20	century	century	NOUN
abr-55	235	21	.	.	PUNCT
abr-55	236	1	(	(	PUNCT
abr-55	236	2	pp	pp	ADJ
abr-55	236	3	.	.	PUNCT
abr-55	237	1	14	14	NUM
abr-55	237	2	-	-	SYM
abr-55	237	3	25	25	NUM
abr-55	237	4	)	)	PUNCT
abr-55	237	5	.	.	PUNCT
abr-55	238	1	washington	washington	PROPN
abr-55	238	2	,	,	PUNCT
abr-55	238	3	dc	dc	PROPN
abr-55	238	4	:	:	PUNCT
abr-55	238	5	mathematical	mathematical	ADJ
abr-55	238	6	association	association	PROPN
abr-55	238	7	of	of	ADP
abr-55	238	8	america	america	PROPN
abr-55	238	9	.	.	PUNCT
abr-55	239	1	moore	moore	PROPN
abr-55	239	2	,	,	PUNCT
abr-55	239	3	d.	d.	PROPN
abr-55	239	4	1997	1997	NUM
abr-55	239	5	.	.	PUNCT
abr-55	240	1	new	new	ADJ
abr-55	240	2	pedagogy	pedagogy	NOUN
abr-55	240	3	and	and	CCONJ
abr-55	240	4	new	new	ADJ
abr-55	240	5	content	content	NOUN
abr-55	240	6	:	:	PUNCT
abr-55	240	7	the	the	DET
abr-55	240	8	case	case	NOUN
abr-55	240	9	of	of	ADP
abr-55	240	10	statistics	statistic	NOUN
abr-55	240	11	.	.	PUNCT
abr-55	241	1	international	international	ADJ
abr-55	241	2	statistical	statistical	ADJ
abr-55	241	3	review	review	NOUN
abr-55	241	4	,	,	PUNCT
abr-55	241	5	65	65	NUM
abr-55	241	6	:	:	SYM
abr-55	241	7	123	123	NUM
abr-55	241	8	-	-	SYM
abr-55	241	9	137	137	NUM
abr-55	241	10	.	.	PUNCT
abr-55	242	1	musch	musch	PROPN
abr-55	242	2	,	,	PUNCT
abr-55	242	3	j.	j.	PROPN
abr-55	242	4	,	,	PUNCT
abr-55	242	5	&	&	CCONJ
abr-55	242	6	broder	broder	PROPN
abr-55	242	7	,	,	PUNCT
abr-55	242	8	a.	a.	PROPN
abr-55	242	9	1999	1999	NUM
abr-55	242	10	.	.	PUNCT
abr-55	243	1	test	test	NOUN
abr-55	243	2	anxiety	anxiety	NOUN
abr-55	243	3	versus	versus	ADP
abr-55	243	4	academic	academic	ADJ
abr-55	243	5	skills	skill	NOUN
abr-55	243	6	:	:	PUNCT
abr-55	243	7	a	a	DET
abr-55	243	8	comparison	comparison	NOUN
abr-55	243	9	of	of	ADP
abr-55	243	10	two	two	NUM
abr-55	243	11	alternative	alternative	ADJ
abr-55	243	12	models	model	NOUN
abr-55	243	13	for	for	ADP
abr-55	243	14	predicting	predict	VERB
abr-55	243	15	performance	performance	NOUN
abr-55	243	16	in	in	ADP
abr-55	243	17	a	a	DET
abr-55	243	18	statistics	statistic	NOUN
abr-55	243	19	exam	exam	NOUN
abr-55	243	20	.	.	PUNCT
abr-55	244	1	british	british	ADJ
abr-55	244	2	journal	journal	PROPN
abr-55	244	3	of	of	ADP
abr-55	244	4	educational	educational	ADJ
abr-55	244	5	psychology	psychology	NOUN
abr-55	244	6	,	,	PUNCT
abr-55	244	7	69	69	NUM
abr-55	244	8	:	:	SYM
abr-55	244	9	105	105	NUM
abr-55	244	10	-	-	SYM
abr-55	244	11	116	116	NUM
abr-55	244	12	.	.	PUNCT
abr-55	245	1	nasser	nasser	PROPN
abr-55	245	2	,	,	PUNCT
abr-55	245	3	f.	f.	PROPN
abr-55	245	4	1999	1999	NUM
abr-55	245	5	.	.	PUNCT
abr-55	246	1	prediction	prediction	NOUN
abr-55	246	2	of	of	ADP
abr-55	246	3	statistics	statistic	NOUN
abr-55	246	4	achievement	achievement	NOUN
abr-55	246	5	.	.	PUNCT
abr-55	247	1	proceedings	proceeding	NOUN
abr-55	247	2	of	of	ADP
abr-55	247	3	the	the	DET
abr-55	247	4	international	international	ADJ
abr-55	247	5	statistical	statistical	ADJ
abr-55	247	6	institute	institute	NOUN
abr-55	247	7	52nd	52nd	PROPN
abr-55	247	8	conference	conference	NOUN
abr-55	247	9	,	,	PUNCT
abr-55	247	10	(	(	PUNCT
abr-55	247	11	vol	vol	NOUN
abr-55	247	12	.	.	NOUN
abr-55	247	13	3	3	NUM
abr-55	247	14	,	,	PUNCT
abr-55	247	15	pp	pp	ADJ
abr-55	247	16	.	.	PUNCT
abr-55	248	1	7	7	NUM
abr-55	248	2	-	-	SYM
abr-55	248	3	8)	8)	NUM
abr-55	248	4	.	.	PUNCT
abr-55	249	1	helsinki	helsinki	PROPN
abr-55	249	2	,	,	PUNCT
abr-55	249	3	finland	finland	PROPN
abr-55	249	4	.	.	PUNCT
abr-55	250	1	onwuegbuzie	onwuegbuzie	PROPN
abr-55	250	2	,	,	PUNCT
abr-55	250	3	a.	a.	NOUN
abr-55	250	4	2003	2003	NUM
abr-55	250	5	.	.	PUNCT
abr-55	251	1	modeling	model	VERB
abr-55	251	2	statistics	statistic	NOUN
abr-55	251	3	achievement	achievement	NOUN
abr-55	251	4	among	among	ADP
abr-55	251	5	graduate	graduate	NOUN
abr-55	251	6	students	student	NOUN
abr-55	251	7	.	.	PUNCT
abr-55	252	1	educational	educational	ADJ
abr-55	252	2	and	and	CCONJ
abr-55	252	3	psychological	psychological	ADJ
abr-55	252	4	measurement	measurement	NOUN
abr-55	252	5	,	,	PUNCT
abr-55	252	6	63	63	NUM
abr-55	252	7	:	:	SYM
abr-55	252	8	1020	1020	NUM
abr-55	252	9	-	-	SYM
abr-55	252	10	1038	1038	NUM
abr-55	252	11	.	.	PUNCT
abr-55	253	1	onwuegbuzie	onwuegbuzie	ADJ
abr-55	253	2	,	,	PUNCT
abr-55	253	3	a.	a.	PROPN
abr-55	253	4	,	,	PUNCT
abr-55	253	5	&	&	CCONJ
abr-55	253	6	seaman	seaman	PROPN
abr-55	253	7	,	,	PUNCT
abr-55	253	8	m.	m.	NOUN
abr-55	253	9	1995	1995	NUM
abr-55	253	10	.	.	PUNCT
abr-55	254	1	the	the	DET
abr-55	254	2	effect	effect	NOUN
abr-55	254	3	of	of	ADP
abr-55	254	4	time	time	NOUN
abr-55	254	5	constraints	constraint	NOUN
abr-55	254	6	and	and	CCONJ
abr-55	254	7	statistics	statistic	NOUN
abr-55	254	8	test	test	NOUN
abr-55	254	9	anxiety	anxiety	NOUN
abr-55	254	10	on	on	ADP
abr-55	254	11	test	test	NOUN
abr-55	254	12	performance	performance	NOUN
abr-55	254	13	in	in	ADP
abr-55	254	14	a	a	DET
abr-55	254	15	statistics	statistic	NOUN
abr-55	254	16	course	course	NOUN
abr-55	254	17	.	.	PUNCT
abr-55	255	1	journal	journal	NOUN
abr-55	255	2	of	of	ADP
abr-55	255	3	experimental	experimental	ADJ
abr-55	255	4	education	education	NOUN
abr-55	255	5	,	,	PUNCT
abr-55	255	6	62	62	NUM
abr-55	255	7	:	:	SYM
abr-55	255	8	115	115	NUM
abr-55	255	9	-	-	SYM
abr-55	255	10	124	124	NUM
abr-55	255	11	.	.	PUNCT
abr-55	256	1	onwuegbuzie	onwuegbuzie	ADJ
abr-55	256	2	,	,	PUNCT
abr-55	256	3	a.	a.	PROPN
abr-55	256	4	,	,	PUNCT
abr-55	256	5	&	&	CCONJ
abr-55	256	6	wilson	wilson	PROPN
abr-55	256	7	,	,	PUNCT
abr-55	256	8	v.	v.	ADP
abr-55	256	9	2003	2003	NUM
abr-55	256	10	.	.	PUNCT
abr-55	257	1	statistics	statistic	NOUN
abr-55	257	2	anxiety	anxiety	NOUN
abr-55	257	3	:	:	PUNCT
abr-55	257	4	nature	nature	NOUN
abr-55	257	5	,	,	PUNCT
abr-55	257	6	etiology	etiology	NOUN
abr-55	257	7	antecedents	antecedent	NOUN
abr-55	257	8	,	,	PUNCT
abr-55	257	9	effects	effect	NOUN
abr-55	257	10	,	,	PUNCT
abr-55	257	11	and	and	CCONJ
abr-55	257	12	treatments	treatment	VERB
abr-55	257	13	a	a	DET
abr-55	257	14	comprehensive	comprehensive	ADJ
abr-55	257	15	review	review	NOUN
abr-55	257	16	of	of	ADP
abr-55	257	17	the	the	DET
abr-55	257	18	literature	literature	NOUN
abr-55	257	19	.	.	PUNCT
abr-55	258	1	teaching	teach	VERB
abr-55	258	2	in	in	ADP
abr-55	258	3	higher	high	ADJ
abr-55	258	4	education	education	NOUN
abr-55	258	5	,	,	PUNCT
abr-55	258	6	8	8	NUM
abr-55	258	7	:	:	SYM
abr-55	258	8	195	195	NUM
abr-55	258	9	-	-	SYM
abr-55	258	10	209	209	NUM
abr-55	258	11	.	.	PUNCT
abr-55	259	1	roberts	roberts	PROPN
abr-55	259	2	,	,	PUNCT
abr-55	259	3	d.	d.	PROPN
abr-55	259	4	,	,	PUNCT
abr-55	259	5	&	&	CCONJ
abr-55	259	6	bilderback	bilderback	PROPN
abr-55	259	7	,	,	PUNCT
abr-55	259	8	e.	e.	PROPN
abr-55	259	9	1980	1980	NUM
abr-55	259	10	.	.	PUNCT
abr-55	260	1	reliability	reliability	NOUN
abr-55	260	2	and	and	CCONJ
abr-55	260	3	validity	validity	NOUN
abr-55	260	4	of	of	ADP
abr-55	260	5	a	a	DET
abr-55	260	6	statistics	statistic	NOUN
abr-55	260	7	attitude	attitude	NOUN
abr-55	260	8	survey	survey	NOUN
abr-55	260	9	.	.	PUNCT
abr-55	261	1	educational	educational	ADJ
abr-55	261	2	and	and	CCONJ
abr-55	261	3	psychological	psychological	ADJ
abr-55	261	4	measurement	measurement	NOUN
abr-55	261	5	,	,	PUNCT
abr-55	261	6	40	40	NUM
abr-55	261	7	:	:	SYM
abr-55	261	8	235	235	NUM
abr-55	261	9	-	-	SYM
abr-55	261	10	238	238	NUM
abr-55	261	11	.	.	PUNCT
abr-55	262	1	schutz	schutz	ADJ
abr-55	262	2	,	,	PUNCT
abr-55	262	3	p.	p.	NOUN
abr-55	262	4	,	,	PUNCT
abr-55	262	5	drogosz	drogosz	PROPN
abr-55	262	6	,	,	PUNCT
abr-55	262	7	l.	l.	PROPN
abr-55	262	8	,	,	PUNCT
abr-55	262	9	white	white	ADJ
abr-55	262	10	,	,	PUNCT
abr-55	262	11	v.	v.	ADJ
abr-55	262	12	,	,	PUNCT
abr-55	262	13	&	&	CCONJ
abr-55	262	14	distefano	distefano	PROPN
abr-55	262	15	,	,	PUNCT
abr-55	262	16	c.	c.	PROPN
abr-55	262	17	1999	1999	NUM
abr-55	262	18	.	.	PUNCT
abr-55	263	1	prior	prior	ADJ
abr-55	263	2	knowledge	knowledge	NOUN
abr-55	263	3	,	,	PUNCT
abr-55	263	4	attitude	attitude	NOUN
abr-55	263	5	and	and	CCONJ
abr-55	263	6	strategy	strategy	NOUN
abr-55	263	7	use	use	NOUN
abr-55	263	8	in	in	ADP
abr-55	263	9	an	an	DET
abr-55	263	10	introduction	introduction	NOUN
abr-55	263	11	to	to	ADP
abr-55	263	12	statistics	statistic	NOUN
abr-55	263	13	course	course	NOUN
abr-55	263	14	.	.	PUNCT
abr-55	264	1	learning	learning	NOUN
abr-55	264	2	and	and	CCONJ
abr-55	264	3	individual	individual	ADJ
abr-55	264	4	differences	difference	NOUN
abr-55	264	5	,	,	PUNCT
abr-55	264	6	10	10	NUM
abr-55	264	7	:	:	SYM
abr-55	264	8	291	291	NUM
abr-55	264	9	-	-	SYM
abr-55	264	10	308	308	NUM
abr-55	264	11	.	.	PUNCT
abr-55	265	1	silvia	silvia	PROPN
abr-55	265	2	,	,	PUNCT
abr-55	265	3	g.	g.	PROPN
abr-55	265	4	,	,	PUNCT
abr-55	265	5	mateo	mateo	PROPN
abr-55	265	6	,	,	PUNCT
abr-55	265	7	c.	c.	PROPN
abr-55	265	8	,	,	PUNCT
abr-55	265	9	francesca	francesca	PROPN
abr-55	265	10	,	,	PUNCT
abr-55	265	11	c.	c.	PROPN
abr-55	265	12	,	,	PUNCT
abr-55	265	13	&	&	CCONJ
abr-55	265	14	caterina	caterina	PROPN
abr-55	265	15	,	,	PUNCT
abr-55	265	16	p.	p.	NOUN
abr-55	265	17	2008	2008	NUM
abr-55	265	18	.	.	PUNCT
abr-55	266	1	who	who	PRON
abr-55	266	2	failed	fail	VERB
abr-55	266	3	the	the	DET
abr-55	266	4	introductory	introductory	ADJ
abr-55	266	5	statistics	statistic	NOUN
abr-55	266	6	examination	examination	NOUN
abr-55	266	7	?	?	PUNCT
abr-55	267	1	a	a	DET
abr-55	267	2	study	study	NOUN
abr-55	267	3	on	on	ADP
abr-55	267	4	a	a	DET
abr-55	267	5	sample	sample	NOUN
abr-55	267	6	of	of	ADP
abr-55	267	7	psychology	psychology	NOUN
abr-55	267	8	students	student	NOUN
abr-55	267	9	.	.	PUNCT
abr-55	268	1	paper	paper	NOUN
abr-55	268	2	presented	present	VERB
abr-55	268	3	at	at	ADP
abr-55	268	4	the	the	DET
abr-55	268	5	11th	11th	ADJ
abr-55	268	6	international	international	ADJ
abr-55	268	7	congress	congress	PROPN
abr-55	268	8	on	on	ADP
abr-55	268	9	mathematics	mathematics	PROPN
abr-55	268	10	education	education	NOUN
abr-55	268	11	,	,	PUNCT
abr-55	268	12	monterrey	monterrey	PROPN
abr-55	268	13	,	,	PUNCT
abr-55	268	14	mexico	mexico	PROPN
abr-55	268	15	,	,	PUNCT
abr-55	268	16	available	available	ADJ
abr-55	268	17	at	at	ADP
abr-55	268	18	http://tsg.icme11.org/document/	http://tsg.icme11.org/document/	PROPN
abr-55	268	19	get/526	get/526	NOUN
abr-55	268	20	.	.	PUNCT
abr-55	269	1	snee	snee	PROPN
abr-55	269	2	,	,	PUNCT
abr-55	269	3	r.	r.	PROPN
abr-55	269	4	1993	1993	NUM
abr-55	269	5	.	.	PUNCT
abr-55	270	1	what	what	PRON
abr-55	270	2	's	be	AUX
abr-55	270	3	missing	miss	VERB
abr-55	270	4	in	in	ADP
abr-55	270	5	statistical	statistical	ADJ
abr-55	270	6	education	education	NOUN
abr-55	270	7	.	.	PUNCT
abr-55	271	1	american	american	PROPN
abr-55	271	2	statistician	statistician	PROPN
abr-55	271	3	,	,	PUNCT
abr-55	271	4	47	47	NUM
abr-55	271	5	:	:	SYM
abr-55	271	6	149	149	NUM
abr-55	271	7	-	-	SYM
abr-55	271	8	153	153	NUM
abr-55	271	9	.	.	PUNCT
abr-55	271	10	stodolsky	stodolsky	PROPN
abr-55	271	11	,	,	PUNCT
abr-55	271	12	s.	s.	PROPN
abr-55	271	13	1985	1985	NUM
abr-55	271	14	.	.	PUNCT
abr-55	272	1	telling	tell	VERB
abr-55	272	2	math	math	NOUN
abr-55	272	3	:	:	PUNCT
abr-55	272	4	origins	origin	NOUN
abr-55	272	5	of	of	ADP
abr-55	272	6	math	math	NOUN
abr-55	272	7	aversion	aversion	NOUN
abr-55	272	8	and	and	CCONJ
abr-55	272	9	anxiety	anxiety	NOUN
abr-55	272	10	.	.	PUNCT
abr-55	273	1	educational	educational	ADJ
abr-55	273	2	psychologist	psychologist	NOUN
abr-55	273	3	,	,	PUNCT
abr-55	273	4	20	20	NUM
abr-55	273	5	:	:	SYM
abr-55	273	6	125	125	NUM
abr-55	273	7	-	-	SYM
abr-55	273	8	133	133	NUM
abr-55	273	9	.	.	PUNCT
abr-55	274	1	tanner	tanner	NOUN
abr-55	274	2	,	,	PUNCT
abr-55	274	3	j.	j.	PROPN
abr-55	274	4	,	,	PUNCT
abr-55	274	5	totaro	totaro	NOUN
abr-55	274	6	,	,	PUNCT
abr-55	274	7	m.	m.	NOUN
abr-55	274	8	,	,	PUNCT
abr-55	274	9	pham	pham	PROPN
abr-55	274	10	,	,	PUNCT
abr-55	274	11	t.	t.	PROPN
abr-55	274	12	,	,	PUNCT
abr-55	274	13	&	&	CCONJ
abr-55	274	14	noser	noser	NOUN
abr-55	274	15	,	,	PUNCT
abr-55	274	16	t.	t.	PROPN
abr-55	274	17	2009	2009	NUM
abr-55	274	18	.	.	PUNCT
abr-55	275	1	math	math	NOUN
abr-55	275	2	skills	skill	NOUN
abr-55	275	3	and	and	CCONJ
abr-55	275	4	undergraduates	undergraduate	NOUN
abr-55	275	5	'	'	PART
abr-55	275	6	performance	performance	NOUN
abr-55	275	7	in	in	ADP
abr-55	275	8	business	business	NOUN
abr-55	275	9	statistics	statistic	NOUN
abr-55	275	10	:	:	PUNCT
abr-55	275	11	a	a	DET
abr-55	275	12	relationship	relationship	NOUN
abr-55	275	13	analysis	analysis	NOUN
abr-55	275	14	.	.	PUNCT
abr-55	276	1	international	international	ADJ
abr-55	276	2	journal	journal	PROPN
abr-55	276	3	of	of	ADP
abr-55	276	4	education	education	PROPN
abr-55	276	5	research	research	NOUN
abr-55	276	6	,	,	PUNCT
abr-55	276	7	4	4	NUM
abr-55	276	8	:	:	SYM
abr-55	276	9	127	127	NUM
abr-55	276	10	-	-	SYM
abr-55	276	11	139	139	NUM
abr-55	276	12	.	.	PUNCT
abr-55	277	1	tempelaar	tempelaar	NOUN
abr-55	277	2	,	,	PUNCT
abr-55	277	3	d.	d.	PROPN
abr-55	277	4	,	,	PUNCT
abr-55	277	5	van	van	PROPN
abr-55	277	6	der	der	PROPN
abr-55	277	7	loeff	loeff	PROPN
abr-55	277	8	,	,	PUNCT
abr-55	277	9	s.	s.	PROPN
abr-55	277	10	,	,	PUNCT
abr-55	277	11	&	&	CCONJ
abr-55	277	12	gijselaers	gijselaer	NOUN
abr-55	277	13	,	,	PUNCT
abr-55	277	14	w.	w.	PROPN
abr-55	277	15	2007	2007	NUM
abr-55	277	16	.	.	PUNCT
abr-55	278	1	a	a	DET
abr-55	278	2	structural	structural	ADJ
abr-55	278	3	equation	equation	NOUN
abr-55	278	4	model	model	NOUN
abr-55	278	5	analyzing	analyze	VERB
abr-55	278	6	the	the	DET
abr-55	278	7	relationship	relationship	NOUN
abr-55	278	8	of	of	ADP
abr-55	278	9	students	student	NOUN
abr-55	278	10	'	'	PART
abr-55	278	11	attitudes	attitude	NOUN
abr-55	278	12	toward	toward	ADP
abr-55	278	13	statistics	statistic	NOUN
abr-55	278	14	,	,	PUNCT
abr-55	278	15	prior	prior	ADJ
abr-55	278	16	reasoning	reasoning	NOUN
abr-55	278	17	ability	ability	NOUN
abr-55	278	18	and	and	CCONJ
abr-55	278	19	course	course	NOUN
abr-55	278	20	performance	performance	NOUN
abr-55	278	21	.	.	PUNCT
abr-55	279	1	statistics	statistic	NOUN
abr-55	279	2	education	education	PROPN
abr-55	279	3	research	research	NOUN
abr-55	279	4	journal	journal	NOUN
abr-55	279	5	,	,	PUNCT
abr-55	279	6	62	62	NUM
abr-55	279	7	:	:	SYM
abr-55	279	8	78	78	NUM
abr-55	279	9	-	-	SYM
abr-55	279	10	102	102	NUM
abr-55	279	11	)	)	PUNCT
abr-55	279	12	.	.	PUNCT
abr-55	280	1	lai	lai	PROPN
abr-55	280	2	,	,	PUNCT
abr-55	280	3	tanner	tanner	NOUN
abr-55	280	4	,	,	PUNCT
abr-55	280	5	stevens	stevens	PROPN
abr-55	280	6	advances	advance	NOUN
abr-55	280	7	in	in	ADP
abr-55	280	8	business	business	NOUN
abr-55	280	9	research	research	NOUN
abr-55	280	10	2011	2011	NUM
abr-55	280	11	,	,	PUNCT
abr-55	280	12	vol	vol	NOUN
abr-55	280	13	.	.	PROPN
abr-55	280	14	2	2	NUM
abr-55	280	15	,	,	PUNCT
abr-55	280	16	no	no	INTJ
abr-55	280	17	.	.	NOUN
abr-55	280	18	1	1	NUM
abr-55	280	19	,	,	PUNCT
abr-55	280	20	115	115	NUM
abr-55	280	21	-	-	SYM
abr-55	280	22	124	124	NUM
abr-55	280	23	124	124	NUM
abr-55	280	24	wise	wise	ADJ
abr-55	280	25	,	,	PUNCT
abr-55	280	26	s.	s.	PROPN
abr-55	280	27	1985	1985	NUM
abr-55	280	28	.	.	PUNCT
abr-55	281	1	the	the	DET
abr-55	281	2	development	development	NOUN
abr-55	281	3	and	and	CCONJ
abr-55	281	4	validation	validation	NOUN
abr-55	281	5	of	of	ADP
abr-55	281	6	a	a	DET
abr-55	281	7	scale	scale	NOUN
abr-55	281	8	measuring	measure	VERB
abr-55	281	9	attitudes	attitude	NOUN
abr-55	281	10	towards	towards	ADP
abr-55	281	11	statistics	statistic	NOUN
abr-55	281	12	.	.	PUNCT
abr-55	282	1	educational	educational	ADJ
abr-55	282	2	and	and	CCONJ
abr-55	282	3	psychological	psychological	ADJ
abr-55	282	4	measurement	measurement	NOUN
abr-55	282	5	,	,	PUNCT
abr-55	282	6	45	45	NUM
abr-55	282	7	:	:	SYM
abr-55	282	8	401	401	NUM
abr-55	282	9	-	-	SYM
abr-55	282	10	405	405	NUM
abr-55	282	11	.	.	PUNCT
abr-55	283	1	wisenbaker	wisenbaker	PROPN
abr-55	283	2	,	,	PUNCT
abr-55	283	3	j.	j.	PROPN
abr-55	283	4	,	,	PUNCT
abr-55	283	5	scott	scott	PROPN
abr-55	283	6	,	,	PUNCT
abr-55	283	7	j.	j.	PROPN
abr-55	283	8	,	,	PUNCT
abr-55	283	9	&	&	CCONJ
abr-55	283	10	nasser	nasser	PROPN
abr-55	283	11	,	,	PUNCT
abr-55	283	12	f.	f.	PROPN
abr-55	283	13	2000	2000	NUM
abr-55	283	14	.	.	PUNCT
abr-55	284	1	structural	structural	ADJ
abr-55	284	2	equation	equation	NOUN
abr-55	284	3	models	model	NOUN
abr-55	284	4	relating	relate	VERB
abr-55	284	5	attitude	attitude	NOUN
abr-55	284	6	about	about	ADP
abr-55	284	7	and	and	CCONJ
abr-55	284	8	achievement	achievement	NOUN
abr-55	284	9	in	in	ADP
abr-55	284	10	introductory	introductory	ADJ
abr-55	284	11	statistics	statistic	NOUN
abr-55	284	12	courses	course	NOUN
abr-55	284	13	:	:	PUNCT
abr-55	284	14	a	a	DET
abr-55	284	15	comparison	comparison	NOUN
abr-55	284	16	of	of	ADP
abr-55	284	17	results	result	NOUN
abr-55	284	18	from	from	ADP
abr-55	284	19	u.	u.	PROPN
abr-55	284	20	s.	s.	PROPN
abr-55	284	21	and	and	CCONJ
abr-55	284	22	israel	israel	PROPN
abr-55	284	23	.	.	PUNCT
abr-55	285	1	paper	paper	PROPN
abr-55	285	2	presented	present	VERB
abr-55	285	3	at	at	ADP
abr-55	285	4	the	the	DET
abr-55	285	5	annual	annual	ADJ
abr-55	285	6	meeting	meeting	NOUN
abr-55	285	7	of	of	ADP
abr-55	285	8	the	the	DET
abr-55	285	9	international	international	ADJ
abr-55	285	10	group	group	NOUN
abr-55	285	11	for	for	ADP
abr-55	285	12	the	the	DET
abr-55	285	13	psychology	psychology	NOUN
abr-55	285	14	of	of	ADP
abr-55	285	15	mathematics	mathematics	PROPN
abr-55	285	16	education	education	PROPN
abr-55	285	17	,	,	PUNCT
abr-55	285	18	akito	akito	PROPN
abr-55	285	19	,	,	PUNCT
abr-55	285	20	japan	japan	PROPN
abr-55	285	21	.	.	PUNCT
abr-55	286	1	zeidner	zeidner	PROPN
abr-55	286	2	,	,	PUNCT
abr-55	286	3	m.	m.	NOUN
abr-55	286	4	1991	1991	NUM
abr-55	286	5	.	.	PUNCT
abr-55	287	1	statistics	statistic	NOUN
abr-55	287	2	and	and	CCONJ
abr-55	287	3	mathematics	mathematic	NOUN
abr-55	287	4	anxiety	anxiety	NOUN
abr-55	287	5	in	in	ADP
abr-55	287	6	social	social	ADJ
abr-55	287	7	science	science	NOUN
abr-55	287	8	students	student	NOUN
abr-55	287	9	:	:	PUNCT
abr-55	287	10	some	some	DET
abr-55	287	11	interesting	interesting	ADJ
abr-55	287	12	parallels	parallel	NOUN
abr-55	287	13	.	.	PUNCT
abr-55	288	1	british	british	ADJ
abr-55	288	2	journal	journal	PROPN
abr-55	288	3	of	of	ADP
abr-55	288	4	educational	educational	ADJ
abr-55	288	5	psychology	psychology	NOUN
abr-55	288	6	,	,	PUNCT
abr-55	288	7	61	61	NUM
abr-55	288	8	:	:	SYM
abr-55	288	9	319	319	NUM
abr-55	288	10	-	-	SYM
abr-55	288	11	328	328	NUM
abr-55	288	12	.	.	PUNCT
abr-55	289	1	zieffler	zieffler	PROPN
abr-55	289	2	,	,	PUNCT
abr-55	289	3	a.	a.	PROPN
abr-55	289	4	,	,	PUNCT
abr-55	289	5	garfield	garfield	PROPN
abr-55	289	6	,	,	PUNCT
abr-55	289	7	j.	j.	PROPN
abr-55	289	8	,	,	PUNCT
abr-55	289	9	alt	alt	ADJ
abr-55	289	10	,	,	PUNCT
abr-55	289	11	s.	s.	PROPN
abr-55	289	12	,	,	PUNCT
abr-55	289	13	dupuis	dupuis	PROPN
abr-55	289	14	,	,	PUNCT
abr-55	289	15	d.	d.	PROPN
abr-55	289	16	,	,	PUNCT
abr-55	289	17	holleque	holleque	NOUN
abr-55	289	18	,	,	PUNCT
abr-55	289	19	k.	k.	PROPN
abr-55	289	20	,	,	PUNCT
abr-55	289	21	&	&	CCONJ
abr-55	289	22	change	change	PROPN
abr-55	289	23	,	,	PUNCT
abr-55	289	24	b.	b.	PROPN
abr-55	289	25	2008	2008	NUM
abr-55	289	26	.	.	PUNCT
abr-55	290	1	what	what	PRON
abr-55	290	2	does	do	AUX
abr-55	290	3	research	research	NOUN
abr-55	290	4	suggest	suggest	VERB
abr-55	290	5	about	about	ADP
abr-55	290	6	the	the	DET
abr-55	290	7	teaching	teaching	NOUN
abr-55	290	8	and	and	CCONJ
abr-55	290	9	learning	learning	NOUN
abr-55	290	10	of	of	ADP
abr-55	290	11	introductory	introductory	ADJ
abr-55	290	12	statistics	statistic	NOUN
abr-55	290	13	at	at	ADP
abr-55	290	14	the	the	DET
abr-55	290	15	college	college	NOUN
abr-55	290	16	level	level	NOUN
abr-55	290	17	?	?	PUNCT
abr-55	291	1	a	a	DET
abr-55	291	2	review	review	NOUN
abr-55	291	3	of	of	ADP
abr-55	291	4	the	the	DET
abr-55	291	5	literature	literature	NOUN
abr-55	291	6	.	.	PUNCT
abr-55	292	1	journal	journal	PROPN
abr-55	292	2	of	of	ADP
abr-55	292	3	statistics	statistics	PROPN
abr-55	292	4	education	education	NOUN
abr-55	292	5	,	,	PUNCT
abr-55	292	6	16	16	NUM
abr-55	292	7	:	:	PUNCT
abr-55	292	8	www.amstat.org/publications/jse/v16n12/zieffler.html	www.amstat.org/publications/jse/v16n12/zieffler.html	PROPN
abr-55	292	9	.	.	PUNCT
abr-55	293	1	zimmer	zimmer	PROPN
abr-55	293	2	,	,	PUNCT
abr-55	293	3	j.	j.	PROPN
abr-55	293	4	,	,	PUNCT
abr-55	293	5	&	&	CCONJ
abr-55	293	6	fuller	full	ADJ
abr-55	293	7	,	,	PUNCT
abr-55	293	8	d.	d.	PROPN
abr-55	293	9	1996	1996	NUM
abr-55	293	10	.	.	PUNCT
abr-55	294	1	factors	factor	NOUN
abr-55	294	2	affecting	affect	VERB
abr-55	294	3	undergraduate	undergraduate	NOUN
abr-55	294	4	performance	performance	NOUN
abr-55	294	5	in	in	ADP
abr-55	294	6	statistics	statistic	NOUN
abr-55	294	7	:	:	PUNCT
abr-55	294	8	a	a	DET
abr-55	294	9	review	review	NOUN
abr-55	294	10	of	of	ADP
abr-55	294	11	literature	literature	NOUN
abr-55	294	12	.	.	PUNCT
abr-55	295	1	paper	paper	NOUN
abr-55	295	2	presented	present	VERB
abr-55	295	3	at	at	ADP
abr-55	295	4	the	the	DET
abr-55	295	5	mid	mid	ADJ
abr-55	295	6	-	-	ADJ
abr-55	295	7	south	south	ADJ
abr-55	295	8	educational	educational	ADJ
abr-55	295	9	research	research	PROPN
abr-55	295	10	association	association	PROPN
abr-55	295	11	,	,	PUNCT
abr-55	295	12	tuscaloosa	tuscaloosa	PROPN
abr-55	295	13	,	,	PUNCT
abr-55	295	14	al	al	PROPN
abr-55	295	15	.	.	PROPN
abr-55	296	1	guolin	guolin	PROPN
abr-55	296	2	lai	lai	PROPN
abr-55	296	3	is	be	AUX
abr-55	296	4	an	an	DET
abr-55	296	5	instructor	instructor	NOUN
abr-55	296	6	in	in	ADP
abr-55	296	7	the	the	DET
abr-55	296	8	department	department	NOUN
abr-55	296	9	of	of	ADP
abr-55	296	10	business	business	NOUN
abr-55	296	11	systems	system	NOUN
abr-55	296	12	,	,	PUNCT
abr-55	296	13	analysis	analysis	NOUN
abr-55	296	14	,	,	PUNCT
abr-55	296	15	and	and	CCONJ
abr-55	296	16	technology	technology	NOUN
abr-55	296	17	at	at	ADP
abr-55	296	18	university	university	PROPN
abr-55	296	19	of	of	ADP
abr-55	296	20	louisiana	louisiana	PROPN
abr-55	296	21	at	at	ADP
abr-55	296	22	lafayette	lafayette	PROPN
abr-55	296	23	.	.	PUNCT
abr-55	297	1	his	his	PRON
abr-55	297	2	research	research	NOUN
abr-55	297	3	interests	interest	NOUN
abr-55	297	4	include	include	VERB
abr-55	297	5	leveraging	leverage	VERB
abr-55	297	6	the	the	DET
abr-55	297	7	affordances	affordance	NOUN
abr-55	297	8	of	of	ADP
abr-55	297	9	emerging	emerge	VERB
abr-55	297	10	technologies	technology	NOUN
abr-55	297	11	in	in	ADP
abr-55	297	12	the	the	DET
abr-55	297	13	design	design	NOUN
abr-55	297	14	and	and	CCONJ
abr-55	297	15	development	development	NOUN
abr-55	297	16	of	of	ADP
abr-55	297	17	computer	computer	NOUN
abr-55	297	18	-	-	PUNCT
abr-55	297	19	based	base	VERB
abr-55	297	20	performance	performance	NOUN
abr-55	297	21	support	support	NOUN
abr-55	297	22	mechanisms	mechanism	NOUN
abr-55	297	23	,	,	PUNCT
abr-55	297	24	and	and	CCONJ
abr-55	297	25	in	in	ADP
abr-55	297	26	innovative	innovative	ADJ
abr-55	297	27	teaching	teaching	NOUN
abr-55	297	28	methods	method	NOUN
abr-55	297	29	in	in	ADP
abr-55	297	30	quantitative	quantitative	ADJ
abr-55	297	31	methods	method	NOUN
abr-55	297	32	.	.	PUNCT
abr-55	298	1	he	he	PRON
abr-55	298	2	has	have	AUX
abr-55	298	3	published	publish	VERB
abr-55	298	4	in	in	ADP
abr-55	298	5	educational	educational	ADJ
abr-55	298	6	technology	technology	NOUN
abr-55	298	7	research	research	NOUN
abr-55	298	8	and	and	CCONJ
abr-55	298	9	development	development	NOUN
abr-55	298	10	,	,	PUNCT
abr-55	298	11	journal	journal	NOUN
abr-55	298	12	of	of	ADP
abr-55	298	13	research	research	NOUN
abr-55	298	14	on	on	ADP
abr-55	298	15	technology	technology	NOUN
abr-55	298	16	in	in	ADP
abr-55	298	17	education	education	NOUN
abr-55	298	18	,	,	PUNCT
abr-55	298	19	journal	journal	NOUN
abr-55	298	20	of	of	ADP
abr-55	298	21	technology	technology	NOUN
abr-55	298	22	and	and	CCONJ
abr-55	298	23	teacher	teacher	NOUN
abr-55	298	24	education	education	NOUN
abr-55	298	25	,	,	PUNCT
abr-55	298	26	international	international	ADJ
abr-55	298	27	journal	journal	NOUN
abr-55	298	28	of	of	ADP
abr-55	298	29	technology	technology	NOUN
abr-55	298	30	in	in	ADP
abr-55	298	31	teaching	teaching	NOUN
abr-55	298	32	and	and	CCONJ
abr-55	298	33	learning	learning	NOUN
abr-55	298	34	,	,	PUNCT
abr-55	298	35	and	and	CCONJ
abr-55	298	36	others	other	NOUN
abr-55	298	37	.	.	PUNCT
abr-55	299	1	john	john	PROPN
abr-55	299	2	tanner	tanner	PROPN
abr-55	299	3	is	be	AUX
abr-55	299	4	a	a	DET
abr-55	299	5	professor	professor	NOUN
abr-55	299	6	in	in	ADP
abr-55	299	7	the	the	DET
abr-55	299	8	department	department	PROPN
abr-55	299	9	of	of	ADP
abr-55	299	10	business	business	NOUN
abr-55	299	11	systems	system	NOUN
abr-55	299	12	,	,	PUNCT
abr-55	299	13	analysis	analysis	NOUN
abr-55	299	14	,	,	PUNCT
abr-55	299	15	and	and	CCONJ
abr-55	299	16	technology	technology	NOUN
abr-55	299	17	at	at	ADP
abr-55	299	18	university	university	PROPN
abr-55	299	19	of	of	ADP
abr-55	299	20	louisiana	louisiana	PROPN
abr-55	299	21	at	at	ADP
abr-55	299	22	lafayette	lafayette	PROPN
abr-55	299	23	.	.	PUNCT
abr-55	300	1	he	he	PRON
abr-55	300	2	has	have	AUX
abr-55	300	3	published	publish	VERB
abr-55	300	4	in	in	ADP
abr-55	300	5	omega	omega	NOUN
abr-55	300	6	,	,	PUNCT
abr-55	300	7	journal	journal	NOUN
abr-55	300	8	of	of	ADP
abr-55	300	9	management	management	NOUN
abr-55	300	10	information	information	NOUN
abr-55	300	11	systems	system	NOUN
abr-55	300	12	,	,	PUNCT
abr-55	300	13	information	information	NOUN
abr-55	300	14	and	and	CCONJ
abr-55	300	15	management	management	NOUN
abr-55	300	16	,	,	PUNCT
abr-55	300	17	journal	journal	NOUN
abr-55	300	18	of	of	ADP
abr-55	300	19	computer	computer	NOUN
abr-55	300	20	information	information	NOUN
abr-55	300	21	systems	system	NOUN
abr-55	300	22	,	,	PUNCT
abr-55	300	23	journal	journal	NOUN
abr-55	300	24	of	of	ADP
abr-55	300	25	informatics	informatics	PROPN
abr-55	300	26	education	education	NOUN
abr-55	300	27	research	research	NOUN
abr-55	300	28	,	,	PUNCT
abr-55	300	29	and	and	CCONJ
abr-55	300	30	journal	journal	NOUN
abr-55	300	31	of	of	ADP
abr-55	300	32	education	education	NOUN
abr-55	300	33	for	for	ADP
abr-55	300	34	business	business	NOUN
abr-55	300	35	,	,	PUNCT
abr-55	300	36	journal	journal	NOUN
abr-55	300	37	of	of	ADP
abr-55	300	38	business	business	NOUN
abr-55	300	39	and	and	CCONJ
abr-55	300	40	economic	economic	ADJ
abr-55	300	41	perspectives	perspective	NOUN
abr-55	300	42	,	,	PUNCT
abr-55	300	43	public	public	ADJ
abr-55	300	44	personnel	personnel	NOUN
abr-55	300	45	management	management	NOUN
abr-55	300	46	,	,	PUNCT
abr-55	300	47	international	international	ADJ
abr-55	300	48	journal	journal	NOUN
abr-55	300	49	of	of	ADP
abr-55	300	50	innovation	innovation	NOUN
abr-55	300	51	and	and	CCONJ
abr-55	300	52	learning	learning	NOUN
abr-55	300	53	,	,	PUNCT
abr-55	300	54	and	and	CCONJ
abr-55	300	55	others	other	NOUN
abr-55	300	56	.	.	PUNCT
abr-55	301	1	david	david	PROPN
abr-55	301	2	stevens	stevens	PROPN
abr-55	301	3	is	be	AUX
abr-55	301	4	an	an	DET
abr-55	301	5	associate	associate	ADJ
abr-55	301	6	professor	professor	NOUN
abr-55	301	7	in	in	ADP
abr-55	301	8	the	the	DET
abr-55	301	9	department	department	PROPN
abr-55	301	10	of	of	ADP
abr-55	301	11	business	business	NOUN
abr-55	301	12	systems	system	NOUN
abr-55	301	13	,	,	PUNCT
abr-55	301	14	analysis	analysis	NOUN
abr-55	301	15	,	,	PUNCT
abr-55	301	16	and	and	CCONJ
abr-55	301	17	technology	technology	NOUN
abr-55	301	18	at	at	ADP
abr-55	301	19	university	university	PROPN
abr-55	301	20	of	of	ADP
abr-55	301	21	louisiana	louisiana	PROPN
abr-55	301	22	at	at	ADP
abr-55	301	23	lafayette	lafayette	PROPN
abr-55	301	24	.	.	PUNCT
abr-55	302	1	his	his	PRON
abr-55	302	2	research	research	NOUN
abr-55	302	3	interests	interest	NOUN
abr-55	302	4	include	include	VERB
abr-55	302	5	mathematical	mathematical	ADJ
abr-55	302	6	optimization	optimization	NOUN
abr-55	302	7	,	,	PUNCT
abr-55	302	8	innovative	innovative	ADJ
abr-55	302	9	teaching	teaching	NOUN
abr-55	302	10	methods	method	NOUN
abr-55	302	11	for	for	ADP
abr-55	302	12	quantitative	quantitative	ADJ
abr-55	302	13	methods	method	NOUN
abr-55	302	14	,	,	PUNCT
abr-55	302	15	and	and	CCONJ
abr-55	302	16	in	in	ADP
abr-55	302	17	development	development	NOUN
abr-55	302	18	of	of	ADP
abr-55	302	19	business	business	NOUN
abr-55	302	20	information	information	NOUN
abr-55	302	21	systems	system	NOUN
abr-55	302	22	.	.	PUNCT
abr-55	303	1	he	he	PRON
abr-55	303	2	has	have	AUX
abr-55	303	3	published	publish	VERB
abr-55	303	4	in	in	ADP
abr-55	303	5	decision	decision	NOUN
abr-55	303	6	sciences	science	NOUN
abr-55	303	7	,	,	PUNCT
abr-55	303	8	journal	journal	NOUN
abr-55	303	9	of	of	ADP
abr-55	303	10	computer	computer	NOUN
abr-55	303	11	information	information	NOUN
abr-55	303	12	systems	system	NOUN
abr-55	303	13	,	,	PUNCT
abr-55	303	14	quality	quality	NOUN
abr-55	303	15	engineering	engineering	NOUN
abr-55	303	16	,	,	PUNCT
abr-55	303	17	mortgage	mortgage	NOUN
abr-55	303	18	banking	banking	NOUN
abr-55	303	19	,	,	PUNCT
abr-55	303	20	journal	journal	NOUN
abr-55	303	21	of	of	ADP
abr-55	303	22	applied	applied	ADJ
abr-55	303	23	radiology	radiology	NOUN
abr-55	303	24	,	,	PUNCT
abr-55	303	25	and	and	CCONJ
abr-55	303	26	others	other	NOUN
abr-55	303	27	.	.	PUNCT