Students Don't Learn the Way They Think They Do in a Large, Active-Learning Genetics Course

Recently, our course team transformed a large-enrollment introductory genetics course from being predominantly lecture based to active learning based. During class sessions, students engaged in problem solving, which occurs when a student attempts to solve a problem without knowing the path to complete it. We designed class activities incorporating three distinct pedagogies from cognitive psychology: inquiry-based prediction, tell-then-practice case studies, and worked examples. We used a within-subjects design to compare students' attitudes toward these activities and their learning gains. Postsurvey results indicated that students felt worked examples helped them perform well on exams (a performance goal) and understand the information (a mastery goal) significantly better than the other activity types. However, students reported that all activity types required similar effort. Interestingly, students exhibited larger learning gains from prediction activities compared with worked examples or tell-then-practice activities, as evidenced by a course pretest/posttest. We discuss potential reasons for this misalignment between perceived helpfulness and actual learning gains. Additionally, we evaluate the strengths and weaknesses of each pedagogical approach.

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Publication Details

Journal
CBE—Life Sciences Education
Published
2025-05-15
DOI
https://doi.org/10.1187/cbe.24-10-0251
Primary Topic
Innovative Teaching Methods
Type
article
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article

Students Don't Learn the Way They Think They Do in a Large, Active-Learning Genetics Course

Angela Fink, Heather Barton, Elise Walck-Shannon, Douglas L. Chalker et al.
CBE—Life Sciences Education
Innovative Teaching Methods
article

Students Don't Learn the Way They Think They Do in a Large, Active-Learning Genetics Course

Angela Fink, Heather Barton, Elise Walck-Shannon, Douglas L. Chalker, Shaina F. Rowell
article en

Abstract

Recently, our course team transformed a large-enrollment introductory genetics course from being predominantly lecture based to active learning based. During class sessions, students engaged in problem solving, which occurs when a student attempts to solve a problem without knowing the path to complete it. We designed class activities incorporating three distinct pedagogies from cognitive psychology: inquiry-based prediction, tell-then-practice case studies, and worked examples. We used a within-subjects design to compare students' attitudes toward these activities and their learning gains. Postsurvey results indicated that students felt worked examples helped them perform well on exams (a performance goal) and understand the information (a mastery goal) significantly better than the other activity types. However, students reported that all activity types required similar effort. Interestingly, students exhibited larger learning gains from prediction activities compared with worked examples or tell-then-practice activities, as evidenced by a course pretest/posttest. We discuss potential reasons for this misalignment between perceived helpfulness and actual learning gains. Additionally, we evaluate the strengths and weaknesses of each pedagogical approach.

CBE—Life Sciences EducationVol. 24(2)
Washington University in St. Louis (US), Florida Atlantic University (US)
Quality Education
Openalex Percentile: Top 89%
Innovative Teaching Methods
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Students Don't Learn the Way They Think They Do in a Large, Active-Learning Genetics Course — Angela Fink, Heather Barton, et al. · CBE—Life Sciences Education (2025) | TGRS Research Map | TGRS