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Conflict Detection in Moderate Base-Rate Tasks: A Multi-Measure Study.

Jianyong Yang1, Zhujing Hu1, Dandan Nie1

  • 1School of Psychology, Jiangxi Normal University, Nanchang 330022, China.

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Summary

Humans can detect when their intuitive, stereotypical judgments conflict with statistical base rates, even in moderate tasks. This supports dual-processing theory and shows flawless conflict detection extends beyond extreme scenarios.

Keywords:
conflict detectiondual process theorymoderate base ratestorage failure

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Area of Science:

  • Cognitive Psychology
  • Decision Making
  • Human Rationality

Background:

  • Humans often use heuristics for stereotypical judgments, especially in extreme base-rate tasks.
  • Previous research suggests humans can detect conflicts between heuristic and base-rate responses, supporting dual-processing models.
  • Flawless conflict detection has been primarily studied in extreme base-rate scenarios.

Purpose of the Study:

  • To investigate the generalization and boundaries of flawless conflict detection.
  • To examine conflict detection in moderate base-rate tasks of varying scales.
  • To test if individuals are aware of conflicts between heuristic and statistical information.

Main Methods:

  • Utilized a conflict detection paradigm with moderate base-rate tasks.
  • Controlled for potential confounding factors like 'storage failure'.
  • Compared response times, confidence levels, and confidence change speed between conflict and no-conflict problems.

Main Results:

  • Reasoners giving stereotypical heuristic responses in conflict problems were slower and less confident.
  • Participants in conflict conditions took longer to report reduced confidence.
  • These effects were consistent across different task scales.

Conclusions:

  • Stereotypical reasoning is not entirely "blind"; individuals show awareness of unwarranted heuristic responses.
  • Findings support the dual-processing view of flawless conflict detection.
  • The boundaries of flawless conflict detection extend to moderate base-rate tasks.