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2013 - Academic Self-Efficacy and Performance of Underrepresented STEM Majors: Gender, Ethnic, and Social Class Patterns

Attribution: MacPhee, David, Farro, Samantha, & Sara Canetto, Silvia
Researchers: David MacPheeSamantha FarroSilvia Sara Canetto
University Affiliation: Colorado State University
Email: david.macphee@colostate.edu
Research Question:
This study examined the academic self-perceptions and performance of STEM students who embodied multiple STEM-minority identities.
Published: Yes
Journal Name or Institutional Affiliation: Analyses of Social Issues and Public Policy
Journal Entry: Vol. 13, No. 1, Pp. 347-369
Year: 2013
Findings:

– At admission, women perceived themselves as academically weaker than men despite similar academic performance. However, by graduation, women’s academic self-efficacy was equivalent to men’s.
– Students with double STEM-minority statuses, by ethnicity and SES, had lower academic self-efficacy and performance than did students with single STEM-minority status.
– At program entry, students with multiple STEM minority statuses had lower scores on every measure of academic performance, compared to peers with a single STEM-disadvantage status.
– Double-disadvantage students, compared to their single-disadvantage peers, benefited more from the McNair Program in two areas: critical thinking- a domain of academic performance- and self-perceived creativity.
– STEM students who were less confident in their academic abilities were less likely to apply for postgraduate training.
– At admission to the McNair Program, students with STEM-disadvantaged status by both ethnicity and SES, compared to students with only one of these forms of disadvantage, had significantly lower (i) academic self-efficacy, (ii) test taking skills; and (iii) academic performance.
– This study’s finding of an increase in academic self-efficacy for women and students with STEM-minority status by both ethnicity and SES at graduation from a mentoring program is perhaps an indication of the positive impact of mentoring.

* Mentoring programs can help disadvantaged students.

Scholarship Types: Journal Article Reporting Empirical ResearchKeywords: Academic AchievementGendermentorRaceSelf-EfficacySocioeconomic StatusSTEMRegions: WestMethodologies: QuantitativeResearch Designs: Administrative DataAnalysis Methods: MANOVA Sampling Frame:STEM Students in Mentoring Program
Sampling Types: Non-Random - PurposiveAnalysis Units: StudentData Types: Quantitative-Longitudinal
Data Description:

The sample for this study was students majoring in STEM disciplines and participating in the McNair Scholars Program at a large (26,500 students), public, Mountain West University. The McNair Program is aimed at supporting high academic-potential STEM majors who are minorities. To be eligible for the program, STEM majors have to be from one or more of the following STEM-underrepresented groups: female; low income, first generation in college; or race.

Multivariate ANOVAs were used to test for sex differences and for ethnic/SES differences in academic self-efficacy and academic performance.

The initial sample for this study included 175 students enrolled in the McNair program over a 10-year period. In a typical year, 10-12 participants were enrolled in the fall of their junior year, and 3-6 additional participants were enrolled in the summer of their junior or senior year. The McNair program is an intensive mentoring program that lasts several months.

Academic performance was measured in three ways: by means of a measure of critical thinking, via practice Graduate Record Examination (GRE) scores, and via cumulative GPA at graduation. Critical thinking was measured using the Watson-Glaser Critical Thinking Appraisal which measures five aspects of critical thinking: inferences, recognition of assumptions, deduction, interpretation, and evaluation of arguments.

Self-efficacy was measured using the What I Am Like (WIAL) scale which is a measure of self-competence for adolescents and young adults. The scale asks questions and the participants respond on a 4-point Likert scale. Self-efficacy. Four WIAL content scales were administered: Acceptance (i.e., self-perceived social skills), Creativity, Scholastic (i.e., mastery of coursework), and Intelligence.

Self-perceived academic and study skills was measured via structured and open-ended items developed for this study. Respondents rated themselves as weak (1), average (2), or strong (3) in terms of science and math skills as well as specific study skills.

Graduate school plans. Information about postgraduate plans was collected via questions developed for this study. These yes/no questions asked whether students had (i) selected a graduate discipline, (ii) applied to graduate programs, (iii) been accepted in graduate programs, and (iv) received graduate school funding.

Theoretical Framework:
Relevance:Barriers to STEM
Archives: K-16 STEM Abstracts
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