articleApr 25, 2025GOLD OA

The Impact of Generative AI on Critical Thinking: Self-Reported Reductions in Cognitive Effort and Confidence Effects From a Survey of Knowledge Workers

Carnegie Mellon University · Microsoft Research (United Kingdom)

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Abstract

The rise of Generative AI (GenAI) in knowledge workflows raises questions about its impact on critical thinking skills and practices.We survey 319 knowledge workers to investigate 1) when and how they perceive the enaction of critical thinking when using GenAI, and 2) when and why GenAI affects their effort to do so.Participants shared 936 first-hand examples of using GenAI in work tasks.Quantitatively, when considering both task-and user-specific factors, a user's task-specific self-confidence and confidence in GenAI are predictive of whether critical thinking is enacted and the effort of doing so in GenAI-assisted tasks.Specifically, higher confidence in GenAI is associated with less critical thinking, while…

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278
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520.64
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100%
References
115
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Authors

7

Topics & keywords

Keywords
  • Cognition
  • Generative grammar
  • Self-confidence
  • Psychology
  • Cognitive psychology
  • Critical thinking
  • Computer science
  • Artificial intelligence
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