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2017 - Gender Gaps in Math Performance, Perceived Mathematical Ability and College STEM Education: The Role of Parental Occupation

Attribution: Anaya, Lina M.; Zamarro, Gema; Stafford, Frank P.
Researchers: AnayaStaffordZamarro
University Affiliation: University of Arkansas
Email: gzamarro@uark.edu
Research Question:
The authors use longitudinal data from the Panel Study of Income Dynamics to study gender differences in math achievement and self-perceived math ability, how they may differ by parental occupation type, and if math achievement and self-perception influence subsequent decision of majoring in a science field in college.
Published: No
Journal Name or Institutional Affiliation:
Journal Entry:
Year: 2017
Findings:

– All three factors, math achievement, perceived math ability, and parental occupation in a science field, are found to be significant predictors of the probability of majoring in science in college.
– Having a parent working in a science related field is associated with a better performance in math but not necessarily higher levels of perceived math ability, given math performance.
– Most of the observed positive effects of having a parent in a science related occupation seem to be concentrated among females.
– Estimated effects of higher levels of math achievement are about double for boys than for girls. Estimates of perceived math ability are also slightly larger for boys.

Scholarship Types: Unpublished Research (Paper at Conference)Keywords: AbilityCollege MajorsFamily Socioeconomic StatusGender GapsMathParentsPerceptionsSTEMRegions: NationalMethodologies: QuantitativeResearch Designs: Secondary Survey DataAnalysis Methods: Linear Probability Models Sampling Frame:Households in the United States
Sampling Types: Nationally RepresentativeAnalysis Units: ResidenceStudentData Types: Quantitative-Longitudinal
Data Description:

This study uses data from the Panel Study of Income Dynamics (PSID). A supplemental PSID dataset used for analysis comes from the Youth’s Transition into Adulthood (TA) study.

The sample includes 2,158 observations of children with valid AP scores and reported math ability, with about half the sample representing males and the other half females.

DV: dummy variable for college major in “hard sciences” STEM (engineering, architecture, mathematical and computer sciences), additional dummy variable for general STEM major (also included life, physical and social sciences)

IV: math ability (standardized Woodcock Johnson applied problems test (W-J AP) scores), self-reported math ability (scale of 1 to 7 from “not at all good” to “very good”), parental occupation (coded following the 3-digit code index of industries and occupations, from the 2000 census of population and housing), dummy variable for at least one parent having a “hard science” occupation, dummy variable for at least one parent having a general STEM occupation

Theoretical Framework:
Relevance:Gender and STEM; STEM Entrance and Majoring in STEM
Archives: K-16 STEM Abstracts

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