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Knowing the crowd within: Metacognitive limits on combining multiple judgments.

Scott H Fraundorf1, Aaron S Benjamin1

  • 1University of Illinois at Urbana-Champaign.

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Summary
This summary is machine-generated.

Decision-makers often undervalue combining estimates. However, providing both general and specific cues helps individuals better average their own judgments for improved accuracy.

Keywords:
judgment and decision makingmetacognitionsubjective fluency

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Area of Science:

  • Cognitive Psychology
  • Decision Science
  • Metacognition

Background:

  • Individuals often undervalue combining their own judgments with an advisor's.
  • It remains unclear if this bias extends to combining multiple self-generated judgments.

Purpose of the Study:

  • To investigate how decision-makers utilize multiple judgment opportunities.
  • To determine if providing different cues influences the strategy for combining self-generated estimates.

Main Methods:

  • Participants provided two percentage estimates for general knowledge questions.
  • A final decision phase involved selecting the first, second, or average estimate.
  • Cues (general theory labels or item-specific numerical values) were manipulated.

Main Results:

  • When given general theory labels, participants averaged estimates but not based on accuracy.
  • With item-specific numerical cues, metacognitive accuracy was at chance.
  • Combining both general and item-specific cues led to adaptive averaging strategies.

Conclusions:

  • The underappreciation of averaging estimates is not solely due to social differences (self vs. advisor).
  • Integrating general and item-specific cues significantly enhances metacognitive accuracy in combining self-judgments.