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Peer influence breaks ergodicity in an opinion dynamics model with external information

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arxiv 2507.06661 v2 pith:5TFUXOZL submitted 2025-07-09 physics.soc-ph

Peer influence breaks ergodicity in an opinion dynamics model with external information

classification physics.soc-ph
keywords externalmodelsocialcriticaldynamicsopinionthresholdagents
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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We present a stochastic imitation-based model of opinion dynamics in which agents balance social conformity with responsiveness to an external signal. The model captures how populations evolve between two binary opinion states, driven by peer influence and noisy external information. Through both memory-less and memory-based implementations, we identify a critical threshold of social sensitivity that separates an ergodic phase--where agents collectively track the external signal--from a non-ergodic phase characterized by persistent consensus and reduced adaptability to external changes. Analytical results and simulations reveal that memory in decision-making smooths the transition and lowers the critical threshold for ergodicity breaking. Extending the model to various network structures confirms the robustness of the observed phase transition. We further discuss empirical methodologies for estimating the critical threshold and show how the model may be applied to real-world domains. Our findings contribute to understanding how social conformity, memory effects and randomness jointly shape collective behaviour, with implications for predicting social tipping points and influencing large-scale social dynamics.

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  1. Spontaneous Symmetry Breaking, Group Decision Making and Beyond 2. Distorted Polarization and Vulnerability

    physics.soc-ph 2025-09 conditional novelty 4.0

    In a zero-temperature Ising-like model of opinion dynamics, a single well-placed local field, or two opposed fields at the right sites, can override the random spontaneous consensus and force a predetermined majority.