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Neural Reward Representations Enable Utilitarian Welfare Maximization.

Alexander Soutschek1, Christopher J Burke2, Pyungwon Kang2

  • 1Department of Psychology, Ludwig Maximilian University Munich, Munich 80802, Germany alexander.soutschek@psy.lmu.de.

The Journal of Neuroscience : the Official Journal of the Society for Neuroscience
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Summary

Humans can learn and compare others' preferences to make utilitarian welfare decisions. The ventromedial prefrontal cortex (VMPFC) in the brain represents these preferences and facilitates maximizing group welfare.

Keywords:
VMPFCmultivariate analysesneural reward systemsocial decision neuroscienceutilitarianism

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Area of Science:

  • Neuroscience
  • Social Psychology
  • Decision Science

Background:

  • Individuals often make decisions considering the welfare of others, but comparing subjective preferences across people is challenging.
  • Utilitarianism proposes maximizing group welfare by summing individual utilities, yet the neural basis for this remains unclear.

Purpose of the Study:

  • To investigate if humans can learn and represent others' preferences on a common scale for utilitarian decision-making.
  • To identify the neural mechanisms in the brain underlying the representation of others' preferences and utilitarian welfare.

Main Methods:

  • Participants learned others' preferences by observing choices.
  • Multivariate support vector regression was used to analyze neural activity patterns.
  • fMRI data was collected to examine brain activity in the ventromedial prefrontal cortex (VMPFC).

Main Results:

  • Participants successfully learned and represented others' preferences on a common scale.
  • Distributed activity patterns in the VMPFC encoded the strength of others' preferences.
  • The VMPFC also represented the utilitarian welfare of others, using the same neural code as preference estimation.

Conclusions:

  • Humans can implement utilitarian welfare maximization by learning and comparing others' preferences.
  • The VMPFC plays a crucial role in representing subjective preferences and enabling utilitarian decisions.
  • The brain repurposes reward-processing neural machinery for social welfare computations.