Use a genAI agent to introduce controversial viewpoints in newly formed collaborative PBL teams¶
Strategy · All strategies
Evidence · 2 claims (2 for) · 1 study (1 design),q1· 0 of 1 report an effect size · 2 claims rest on one study
Description¶
The article recommends utilizing this instructional approach — introducing a genAI agent that supplies controversial viewpoints into small-group processes of newly formed student teams — and calls for further research on it. The authors state the findings are "reported and discussed alongside recommendations for further research and utilization of this instructional approach". The strategy targets the groupthink risks of rapid team formation in virtual interprofessional problem-based learning.
Design Implications¶
Context¶
Requirements¶
- A genAI agent integrated into each student team's small-group processes
- A virtual interprofessional education problem-based learning session
Constraints¶
- The article frames the approach as needing further research
Target Learners¶
- Newly formed interprofessional student teams in health professions education
Target Learning Goals¶
- Countering groupthink
- Promoting critical discussion in team problem solving
Claims¶
- The genAI tool's integration into each student team was an intentional pedagogical technique targeting factors contributing to groupthink in rapidly formed teams [+W]
- The study examined student perceptions of the genAI agent and its integration into team processes [+W]
Related Strategies¶
Examples¶
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Key Sources¶
- Wiss, A., Showstark, M., Dobbeck, K., Pattershall-Geide, J., Zschaebitz, E., Joosten-Hagye, D., … Embry, E. (2025). Utilizing Generative AI to Counter Learner Groupthink by Introducing Controversy in Collaborative Problem-Based Learning Settings. Online Learning, 29(3), 39–65. https://doi.org/10.24059/olj.v29i3.5096
Page metadata
| Field | Value |
|---|---|
type |
strategy |
id |
genai-controversy-strategy-newly-formed-teams |
title |
Use a genAI agent to introduce controversial viewpoints in newly formed collaborative PBL teams |
description |
The article recommends utilizing this instructional approach — introducing a genAI agent that supplies controversial viewpoints into small-group processes of newly formed student teams — and calls for further research... |
status |
review |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — wiss-2025 |
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