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To choose or to avoid: age differences in learning from positive and negative feedback.

Ben Eppinger1, Jutta Kray

  • 1Saarland University, Saarbrücken, Germany. eppinger@princeton.edu

Journal of Cognitive Neuroscience
|November 21, 2009
PubMed
Summary

Older adults exhibit distinct learning patterns, showing a stronger bias towards avoiding negative outcomes than younger adults. However, this avoidance learning in older individuals may not involve the typical error processing mechanisms observed in younger adults.

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Area of Science:

  • Cognitive Neuroscience
  • Developmental Psychology
  • Behavioral Economics

Background:

  • Older adults often exhibit cognitive changes, including potential alterations in learning and decision-making processes.
  • Understanding age-related differences in learning from positive versus negative feedback is crucial for cognitive health.
  • The error-related negativity (ERN) is a neural marker associated with error processing and learning.

Purpose of the Study:

  • To investigate age-related differences in learning from positive versus negative feedback.
  • To examine whether these learning differences are reflected in the error-related negativity (ERN).
  • To explore potential decoupling of avoidance learning and error processing in older adults.

Main Methods:

  • A feedback-based learning task with positive (gain) and negative (loss) learning conditions.
  • Inclusion of a reversal phase to assess the stability of learning preferences.
  • Behavioral analysis of learning performance and electroencephalography (EEG) to measure the ERN.

Main Results:

  • Significant individual differences in learning preferences were observed, persisting through the reversal phase and more pronounced in older adults.
  • Older negative learners demonstrated a stronger bias to avoid losses compared to younger negative learners.
  • This enhanced negative learning bias in older adults was not associated with a larger ERN, unlike in younger adults, suggesting a potential dissociation between avoidance learning and error processing.

Conclusions:

  • Older adults display a heightened bias for avoiding negative outcomes, a pattern more pronounced than in younger adults.
  • Avoidance learning in older adults may operate independently of the typical error processing mechanisms reflected by the ERN.
  • Learning impairments in older adults may stem from difficulties in forming relational representations of ambiguous outcomes.