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Think then act or act then think?

Arkadiusz Jędrzejewski1, Grzegorz Marcjasz2, Paul R Nail3

  • 1Faculty of Fundamental Problems of Technology, Wrocław University of Science and Technology, Wrocław, Poland.

Plos One
|November 15, 2018
PubMed
Summary
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This study introduces a novel agent-based model for opinion dynamics, revealing that the order of updating public and private opinions significantly impacts internal harmony but not overall opinion prevalence. This research bridges physics and social psychology.

Area of Science:

  • Social Psychology
  • Computational Social Science
  • Statistical Physics

Background:

  • Existing opinion dynamics models often lack a multi-level approach to opinion representation.
  • Social psychology offers descriptive models of individual response, while physics provides tools for macroscopic behavior analysis.

Purpose of the Study:

  • To develop a novel agent-based model integrating public and private opinion levels.
  • To investigate the impact of updating order on opinion dynamics and internal harmony.
  • To bridge theoretical frameworks from physics and social psychology.

Main Methods:

  • Agent-based modeling (ABM) combined with Monte Carlo simulations.
  • Analytical calculations for validation.
  • Integration of the q-voter model with noise and a four-dimensional social response model.

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Main Results:

  • Both model versions yield identical outcomes for the prevalence of positive opinions.
  • Significant qualitative differences emerge when measuring internal harmony (dissonance) based on updating order.
  • The order of public versus private opinion updates critically influences model outcomes at the individual level.

Conclusions:

  • The study highlights the importance of considering the sequence of opinion updates in social simulations.
  • Findings have implications for agent-based modeling, phase transition theory, and understanding social influence.
  • The model provides a nuanced perspective on opinion dynamics, accounting for both public and private opinion states.