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Decision Making01:20

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Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
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Errors as a Means of Reducing Impulsive Food Choice
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Arbitration between controlled and impulsive choices.

M Economides1, M Guitart-Masip2, Z Kurth-Nelson3

  • 1Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London WC1N 3BG, UK.

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|January 10, 2015
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Summary
This summary is machine-generated.

Brain regions, the anterior caudate (AC) and ventromedial prefrontal cortex (vmPFC), represent immediate and long-term values, respectively. A trade-off between these brain areas underlies impulsive versus controlled decision-making.

Keywords:
Decision-makingSelf-controlStriatumValueVentromedial prefrontal cortexfMRI

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Area of Science:

  • Neuroscience
  • Decision Science
  • Cognitive Psychology

Background:

  • Immediate rewards often conflict with long-term benefits, a common challenge in decision-making.
  • The neural mechanisms underlying the conflict between impulsive and patient choices are not fully understood.
  • Existing theories propose either a single neural circuit or competing systems for evaluating immediate versus delayed outcomes.

Purpose of the Study:

  • To investigate the neural basis of value representation in impulsive versus controlled choices.
  • To differentiate the neural correlates of immediate and long-term value computations.
  • To examine how these neural representations are modulated by choice behavior.

Main Methods:

  • Developed a novel task where immediate and long-term values were dissociated within the same outcome modality.
  • Employed model-based functional magnetic resonance imaging (fMRI) in human participants.
  • Analyzed neural activity in relation to calculated immediate and long-term values and behavioral choices.

Main Results:

  • Identified distinct neural representations for immediate value in the anterior caudate (AC) and long-term value in the ventromedial prefrontal cortex (vmPFC).
  • Observed that AC value signals were down-weighted and vmPFC signals were enhanced during choices aligned with long-term benefits.
  • Found the opposite pattern—enhanced AC signals and down-weighted vmPFC signals—during impulsive choices.

Conclusions:

  • The findings support a model where separate neural systems represent immediate and long-term values.
  • A dynamic trade-off in neural activity between the AC and vmPFC underlies the balance between impulsive and controlled decision-making.
  • This research elucidates the neural architecture enabling individuals to override immediate desires for future gains.