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The Joint Effect of Social Comparison and Social Distance on Evaluation of Intertemporal Choice Outcomes in Event-related Potential Studies
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Jumping to attributions during social evaluation.

Isabel H W Lau1,2,3, Jessica Norman3, Melanie Stothard4

  • 1MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK.

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This summary is machine-generated.

This study reveals how people make rapid social evaluations, finding that a "classify-refine" model better explains these processes than older methods. This has implications for understanding anxiety and depression.

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Area of Science:

  • Cognitive Science
  • Computational Psychiatry

Background:

  • Social learning and self/other evaluations are vital for human relationships and well-being.
  • These processes are implicated in psychiatric disorders, especially anxiety and depression.

Purpose of the Study:

  • To investigate the computational mechanisms of social learning in self- and other- evaluations.
  • To develop and test a novel computational model for serial social evaluations.

Main Methods:

  • Utilized the revised Social Evaluation Learning Task (SELT-R), designed for engagement and suitability for adolescents.
  • Compared 'classify-refine' computational models against established Bayesian models using data from 130 UK adults.
  • Correlated parameters of the best-fitting model with anxiety symptom scores.

Main Results:

  • 'Classify-refine' models demonstrated superior performance in explaining social evaluation processes compared to Bayesian models.
  • The models provide insights into how individuals infer others' attributes and motives.
  • Higher anxiety symptoms correlated with increased decision noise and less flexible policy certainty.

Conclusions:

  • The 'classify-refine' approach offers a more accurate computational framework for understanding social evaluation.
  • Findings suggest specific cognitive mechanisms related to decision noise and policy certainty in anxiety.
  • This research lays groundwork for future studies on social cognition in internalizing disorders.