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Explicit and implicit processes in multicue judgment.

Jonathan St B T Evans1, John Clibbens, Allegra Cattani

  • 1Centre for Thinking and Language, Department of Psychology, University of Plymouth, Plymouth, England. jevans@plym.ac.uk

Memory & Cognition
|July 23, 2003
PubMed
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People have limited self-insight into their judgment processes, even when learning from experience. Both implicit and explicit cognitive processes influence decisions, impacting performance on complex tasks.

Area of Science:

  • Cognitive Psychology
  • Decision Making
  • Learning Sciences

Background:

  • Real-world learning often involves noisy feedback, complicating the acquisition of accurate judgmental strategies.
  • Understanding the interplay between implicit and explicit learning is crucial for explaining human judgment.

Purpose of the Study:

  • To investigate how implicit and explicit cognitive processes influence judgment formation under varying learning conditions.
  • To examine the impact of task complexity and feedback noise on judgmental strategy acquisition and performance.
  • To explore the reasons behind moderate self-insight in expert judgment studies.

Main Methods:

  • Multicue probability learning tasks with added outcome noise to simulate experience-based learning.
  • Individual multiple linear regression analyses during a no-feedback test phase to measure acquired judgmental strategies.

Related Experiment Videos

  • Comparison of learned strategies with self-reported cue relevance ratings.
  • Explicit instruction on cue relevance in a separate experimental condition.
  • Main Results:

    • Both implicit learning from experience and explicit instruction influenced participants' judgments.
    • Cognitive processes were sensitive to different manipulations during the learning phase.
    • On complex tasks, explicit processes persisted despite weak explicit learning, leading to performance decrements.
    • Findings suggest partial access to judgment-determining processes.

    Conclusions:

    • Human judgment is shaped by both implicit and explicit cognitive mechanisms.
    • Experience-based learning and explicit instruction interact, affecting decision-making accuracy.
    • Limited self-insight in expert judgment stems from incomplete access to the underlying cognitive processes.