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Related Experiment Video

Updated: Jan 19, 2026

Author Spotlight: Understanding Adolescent Social Adversity Effects on Neurodevelopment in Mice
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Social Influence in Adolescent Decision-Making: A Formal Framework.

Simon Ciranka1,2, Wouter van den Bos1,2,3

  • 1Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.

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|September 27, 2019
PubMed
Summary

Adolescents are highly sensitive to peer influence, impacting decisions. Formalizing models of social influence, like social motivation and reward sensitivity, can clarify developmental processes and synthesize research findings.

Keywords:
adolescencecomputational modelingdecision-makingexpected utilityhierarchical bayesrisk-takingsocial influence

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Area of Science:

  • Developmental psychology
  • Cognitive neuroscience
  • Social psychology

Background:

  • Adolescence is characterized by heightened peer influence, affecting decision-making.
  • Peer influence can drive both risky and prosocial behaviors.
  • Underlying developmental processes of adolescent peer sensitivity are poorly understood, partly due to a lack of formal models.

Purpose of the Study:

  • To address the lack of formal models for adolescent social influence.
  • To translate existing verbal models (social motivation, reward sensitivity, distraction) into formal frameworks.
  • To demonstrate how formal models can guide experimental design and developmental research.

Main Methods:

  • Identification of three prominent verbal models of adolescent social influence.
  • Translation of these verbal models into formal, mathematical representations.
  • Application of formal models to existing datasets to synthesize findings.

Main Results:

  • Formal models provide a precise framework for understanding social influence dynamics.
  • Formalization aids in designing experiments to investigate developmental changes in peer sensitivity.
  • Analysis of existing data using formal models reveals patterns across studies.

Conclusions:

  • Formal modeling is crucial for advancing the understanding of adolescent peer influence.
  • This approach can reconcile seemingly disparate research findings.
  • Future research should leverage formal modeling to explore the development of social decision-making in adolescence.