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Active learning increases student performance in science, engineering, and mathematics.

Scott Freeman1, Sarah L Eddy2, Miles McDonough2

  • 1Department of Biology, University of Washington, Seattle, WA 98195; and srf991@u.washington.edu.

Proceedings of the National Academy of Sciences of the United States of America
|May 14, 2014
PubMed
Summary
This summary is machine-generated.

Active learning in science, technology, engineering, and mathematics (STEM) courses significantly improves student performance and reduces failure rates compared to traditional lecturing. This meta-analysis confirms active learning as a superior, evidence-based teaching method.

Keywords:
constructivismevidence-based teachingscientific teachingundergraduate education

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Area of Science:

  • STEM Education Research
  • Higher Education Pedagogy

Background:

  • Traditional lecturing is a common undergraduate teaching method.
  • The effectiveness of lecturing versus active learning strategies requires rigorous evaluation.

Purpose of the Study:

  • To meta-analyze existing studies comparing traditional lecturing with active learning in undergraduate STEM courses.
  • To quantify the impact of each teaching method on student learning and course performance.

Main Methods:

  • Meta-analysis of 225 studies comparing lecturing and active learning in undergraduate STEM.
  • Analysis of examination scores and failure rates as outcome measures.
  • Heterogeneity and publication bias analyses were conducted.

Main Results:

  • Active learning improved student performance by 0.47 standard deviations and reduced failure rates by 1.95 odds ratio compared to lecturing.
  • Students in active learning sections scored approximately 6% higher and were 1.5 times less likely to fail.
  • Results were consistent across STEM disciplines, class sizes, and study rigor.

Conclusions:

  • Active learning is an empirically validated and preferred teaching practice over traditional lecturing in undergraduate STEM classrooms.
  • The findings challenge the use of traditional lecturing as a control in educational research.
  • Active learning demonstrates broad effectiveness, particularly in smaller class sizes.