title: Measurement of math beliefs and their associations with math behaviors in college students.
abstract: Our purpose in the present study was to expand understanding of math beliefs in college students by developing 3 new psychometrically tested scales as guided by expectancy-value theory, self-efficacy theory, and health belief model. Additionally, we identified which math beliefs (and which theory) best explained variance in math behaviors and performance by college students and which students were most likely to have problematic math beliefs. Study participants included 368 college math students who completed questionnaires to report math behaviors (attending class, doing homework, reading textbooks, asking for help) and used a 5-point rating scale to indicate a variety of math beliefs. For a subset of 84 students, math professors provided final math grades. Factor analyses produced a 10-item Math Value Scale with 2 subscales (Class Devaluation, No Future Value), a 7-item single-dimension Math Confidence Scale, and an 11-item Math Barriers Scale with 2 subscales (Math Anxiety, Discouraging Words). Hierarchical multiple regression revealed that high levels of the newly discovered class devaluation belief (guided by expectancy-value theory) were most consistently associated with poor math behaviors in college students, with high math anxiety (guided by health belief model) and low math confidence (guided by self-efficacy theory) also found to be significant. Analyses of covariance revealed that younger and male students were at increased risk for class devaluation and older students were at increased risk for poor math confidence.
authors.affiliation: Psychology Program.
authors.forename: Helen M
authors.initials: HM
authors.lastname: Hendy
authors.affiliation: Penn State University, Schuylkill Campus.
authors.forename: Nancy
authors.initials: N
authors.lastname: Schorschinsky
authors.affiliation: Psychology Program.
authors.forename: Barbara
authors.initials: B
authors.lastname: Wade
mesh_terms: D000124:Achievement; D000328:Adult; D017677:Age Distribution; D000704:Analysis of Variance; D003469:Culture; D005163:Factor Analysis, Statistical; D005260:Female; D006801:Humans; D008297:Male; D008433:Mathematics / Q000706:statistics & numerical data*; D011594:Psychometrics; D020377:Self Efficacy; D017678:Sex Distribution; D013334:Students / Q000523:psychology* / Q000706:statistics & numerical data*; D011795:Surveys and Questionnaires; D014495:Universities; D055815:Young Adult