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Education Sciences
Article . 2026 . Peer-reviewed
License: CC BY
Data sources: Crossref
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Bot or Not? Differences in Cognitive Load Between Human- and Chatbot-Led Post-Simulation Debriefings

Authors: Dominik Evangelou; Miriam Mulders; Kristian Heinrich Träg;

Bot or Not? Differences in Cognitive Load Between Human- and Chatbot-Led Post-Simulation Debriefings

Abstract

Understanding how different debriefing formats impact learner’s cognitive load is crucial for designing effective post-simulation reflection activities. This paper examines cognitive load after post-simulation debriefings facilitated either by a human instructor or a generative AI Chatbot. In a controlled study with N = 45 educational science students, 23 participants engaged in a lecturer-facilitated debriefing, while 22 completed a chatbot-guided session. Cognitive load was assessed across intrinsic, extraneous, and germane dimensions. Results revealed no statistically significant differences between the two debriefing methods. Future research should examine AI-led debriefings with larger samples and employ complementary measures of cognitive load to provide a more comprehensive understanding.

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Germany
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Keywords

Debriefing, generative chatbot, Fakultät für Bildungswissenschaften » Institut für Berufs- und Weiterbildung (IBW) » Mediendidaktik und Wissensmanagement, AI, cognitive load, ddc:370, virtual reality, ScholarlyArticle

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    popularity
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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Top 10%
Average
Average
Green
gold