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Enhancing Diversity in Undergraduate Science: Self-Efficacy Drives Performance Gains with Active Learning.
Cissy J Ballen1,2, Carl Wieman3,4, Shima Salehi3
1Department of Ecology & Evolutionary Biology, Cornell University, Ithaca, NY 14853 balle027@umn.edu.
Active learning in STEM education significantly boosts academic performance for underrepresented minority (URM) students, closing achievement gaps and enhancing self-efficacy. This inclusive pedagogy supports a more diverse STEM workforce.
Area of Science:
- STEM Education
- Higher Education Pedagogy
- Educational Psychology
Background:
- Underrepresented minority (URM) students face persistent achievement gaps in science, technology, engineering, and mathematics (STEM).
- Limited success in retaining URM students in STEM fields highlights the need for more effective educational strategies.
- Traditional teaching methods may inadvertently widen the achievement gap.
Purpose of the Study:
- To investigate the differential impact of active learning versus traditional instruction on URM and non-URM students.
- To quantify the effects of active learning on academic performance, science self-efficacy, and social belonging.
- To explore the mediating role of self-efficacy in the relationship between active learning and URM student outcomes.
Main Methods:
- A large introductory STEM course (over 250 students) was studied.
- Comparison of student outcomes under traditional versus active learning pedagogical approaches.
- Statistical analysis, including structural equation modeling, was employed to analyze data.
Main Results:
- Active learning closed the learning gains gap between URM and non-URM students.
- Science self-efficacy increased for all students with active learning.
- Social belonging increased significantly for non-URM students but not for URM students.
- For URM students, increased self-efficacy mediated the positive impact of active learning on performance.
Conclusions:
- Active learning strategies are effective in improving academic performance for underrepresented minority students in STEM.
- Inclusive teaching methods, like active learning, are crucial for diversifying the STEM workforce.
- While active learning enhances self-efficacy for all, further research may be needed to boost social belonging for URM students.
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