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Metacognitive hindsight bias.

Rakefet Ackerman1, Daniel M Bernstein2, Ragav Kumar3

  • 1Faculty of Industrial Engineering and Management, Technion-Israel Institute of Technology Technion City, 3200003, Haifa, Israel. ackerman@ie.technion.ac.il.

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Summary
This summary is machine-generated.

Hindsight bias (HB) and metacognitive hindsight bias (MC-HB) make us think we knew more than we did. Social contexts amplify these biases, affecting confidence accuracy more than initially expected.

Keywords:
ConfidenceHindsight biasMemoryMetacognitionSocial cognition

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Area of Science:

  • Cognitive Psychology
  • Social Psychology

Background:

  • Hindsight bias (HB) describes the tendency to perceive past knowledge as obvious.
  • Metacognitive hindsight bias (MC-HB) involves altered confidence judgments after learning outcomes.

Purpose of the Study:

  • To investigate metacognitive hindsight bias (MC-HB) in social contexts.
  • To examine the dissociation between HB and MC-HB.

Main Methods:

  • Two experiments were conducted using general-knowledge questions and confidence ratings.
  • Participants answered questions, received feedback, recalled initial confidence, and re-answered.
  • Confidence accuracy was measured using calibration and resolution metrics.

Main Results:

  • Participants exhibited significant HB and MC-HB for resolution.
  • Social scenarios led to MC-HB in both resolution and calibration, indicating overconfidence.
  • Anonymity reduced MC-HB, suggesting social factors influence the bias.

Conclusions:

  • Recall of confidence in hindsight is more aligned with accuracy than initial confidence in social settings.
  • Social contexts differentially impact HB and MC-HB, suggesting they are distinct phenomena.