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Measuring the Subjective Value of Risky and Ambiguous Options using Experimental Economics and Functional MRI Methods
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BOLD subjective value signals exhibit robust range adaptation.

Karin M Cox1, Joseph W Kable2

  • 1Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania 19104.

The Journal of Neuroscience : the Official Journal of the Society for Neuroscience
|December 5, 2014
PubMed
Summary
This summary is machine-generated.

Neural signals for subjective value (SV) adapt to the range of choices, ensuring efficient decision-making. This range adaptation was observed in human brain activity, impacting how we interpret value signals across different contexts.

Keywords:
adaptive codingdecision makingfMRIvalue

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Area of Science:

  • Neuroscience
  • Decision Science
  • Cognitive Psychology

Background:

  • Decision-making theories often assume a common subjective value (SV) scale for choice options.
  • Neural correlates of SV are widespread but their range adaptation in humans is unknown.
  • Adaptive coding theories predict that value signals should adjust to the range of values presented.

Purpose of the Study:

  • To investigate whether blood-oxygen-level-dependent (BOLD) signals for SV exhibit range adaptation in humans.
  • To test if the slope of SV responses varies inversely with the range of decision values.
  • To identify brain regions involved in SV range adaptation.

Main Methods:

  • Human participants made choices between immediate and delayed monetary rewards.
  • Two conditions were used: delayed options spanned a narrow or wide range of SVs.
  • BOLD signals were analyzed in regions tracking SV, including posterior cingulate, ventral striatum, anterior cingulate, and ventromedial prefrontal cortex.

Main Results:

  • SV-tracking activity was found in the posterior cingulate, ventral striatum, anterior cingulate, and ventromedial prefrontal cortex.
  • Evidence for range adaptation was observed: SV response slope was steeper in the narrow range condition compared to the wide range condition.
  • Statistically significant slope changes consistent with range adaptation were confirmed in the posterior cingulate and ventral striatum.

Conclusions:

  • Human BOLD signals for subjective value demonstrate range adaptation, consistent with adaptive coding theories.
  • The findings imply that the interpretation of BOLD SV responses needs to consider the context-dependent range of values.
  • This study provides the first evidence of SV range adaptation in human BOLD signals.