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Creative problem solving and facial expressions: A stage based comparison.

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Summary
This summary is machine-generated.

This study introduces automated emotion recognition to analyze creative problem-solving (CPS). It found creative stages involve mixed emotions, while blocks trigger negative feelings, differing from simple problem-solving (SPS).

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Area of Science:

  • Cognitive Psychology
  • Affective Science
  • Artificial Intelligence

Background:

  • Emotions significantly influence creative problem-solving (CPS).
  • Previous emotion measurement in CPS relied on subjective methods like diaries and self-reports.
  • A need exists for objective, in-the-moment emotion assessment during creative tasks.

Purpose of the Study:

  • To investigate process differences between creative problem-solving (CPS) and simple problem-solving (SPS).
  • To introduce and validate a novel method for real-time emotion recognition during problem-solving using facial expressions and machine learning.
  • To analyze the emotional experiences associated with different stages of CPS and SPS.

Main Methods:

  • Employed 64 participants solving tasks while wearing camera-mounted headgear.
  • Utilized protocol analysis and Markov's chains to examine process differences between CPS and SPS.
  • Applied facial expression analysis via machine learning algorithms for in-the-moment emotion detection, combined with video-stimulated recall for retrospective thought analysis.

Main Results:

  • Identified distinct differences in cognitive effort distribution across stages of CPS and SPS.
  • Demonstrated that creative stages during CPS are predominantly linked with ambivalent emotions.
  • Found that the 'block' stage in CPS is consistently associated with negative emotional experiences.

Conclusions:

  • The study successfully implemented an automated, in-the-moment emotion recognition system for problem-solving research.
  • Emotional experiences during creative processes are complex, often ambivalent, and stage-dependent.
  • Negative emotions are specifically linked to cognitive blocks within the creative problem-solving process.