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Another way in which a group presence can affect performance is social loafing—the exertion of less effort by a person working together with a group. Social loafing occurs when our individual performance cannot be evaluated separately from the group. Thus, group performance declines on easy tasks (Karau & Williams, 1993). Essentially individual group members loaf and let other group members pick up the slack. Because each individual’s efforts cannot be evaluated,...
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E. C. Tolman emphasized the purposiveness of behavior — the idea that much of our behavior is goal-directed. For instance, employees who aim for a promotion work diligently to meet their targets. Tolman argued that when classical conditioning and operant conditioning occur, the organism acquires certain expectations. In classical conditioning, a child might fear a dog because they expect it to bite. In operant conditioning, a person might consistently work overtime because they expect a...
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Updated: Apr 9, 2026

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
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Is Peer Interaction Necessary for Optimal Active Learning?

Debra L Linton1, Jan Keith Farmer2, Ernie Peterson3

  • 1*Department of Biology, Central Michigan University, Mount Pleasant, MI 48858 linto1dl@cmich.edu.

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Summary

Active learning improves student performance, but effective implementation is key. Cooperative group work on in-class activities significantly boosts higher-level thinking skills compared to individual work in biology courses.

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Area of Science:

  • STEM Education
  • Biology Pedagogy

Background:

  • Meta-analyses confirm active learning enhances student performance over traditional lectures.
  • Some studies show no effect, potentially due to inexperienced implementation of active learning strategies.

Purpose of the Study:

  • To investigate optimal implementation of active learning exercises within a lecture-based course.
  • To determine if cooperative group processing or individual work yields better outcomes for higher-level learning.

Main Methods:

  • Two sections of nonmajors biology were taught identically, differing only in how students completed in-class activities.
  • One section completed activities in cooperative groups; the other completed them individually.

Main Results:

  • No significant difference in performance on low-level, multiple-choice assessments between group and individual work.
  • Students in cooperative groups significantly outperformed individual students on higher-level, extended-response questions.

Conclusions:

  • Group processing of active learning activities is recommended for enhancing higher-order thinking skills.
  • Explicit implementation recommendations, such as group work, can mitigate inexperience effects in active learning.