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Inference from social evaluation.

Zachary J Davis1, Kelsey R Allen2, Max Kleiman-Weiner3

  • 1Department of Psychology, Stanford University.

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Summary
This summary is machine-generated.

People use social evaluations like praise and blame to infer hidden causes of events. This study shows how these judgments reveal insights into actions, capabilities, and situational factors.

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Area of Science:

  • Cognitive Psychology
  • Social Psychology
  • Computational Social Science

Background:

  • Humans infer hidden causes from physical evidence.
  • Social evaluations, such as praise and blame, are common in daily interactions.
  • These evaluations offer clues to understanding events and actions.

Purpose of the Study:

  • Investigate how people use social evaluations as evidence to infer hidden causes.
  • Determine the systematic inferences drawn from praise and blame.
  • Model the generative process of praise and blame judgments.

Main Methods:

  • Conducted three experiments presenting scenarios with social evaluations.
  • Participants inferred situational factors, actions, capabilities, and social roles.
  • Developed computational models for praise/blame generation and used Bayesian inference.

Main Results:

  • People systematically infer situational factors, actions, capabilities, and social roles from social evaluations.
  • Computational models accurately predicted participant inferences.
  • Bayesian inversion of generative models explained observed inference patterns.

Conclusions:

  • Social evaluations are a rich source of information for causal inference.
  • Computational models can capture the reasoning behind praise and blame.
  • Bayesian inference provides a framework for understanding how social feedback informs causal judgments.