English

Polarization and Consensus by Opposing External Sources

Physics and Society 2020-01-27 v2 Statistical Mechanics

Abstract

We introduce a socially motivated extension of the voter model in which individual voters are also influenced by two opposing, fixed-opinion news sources. These sources forestall consensus and instead drive the population to a politically polarized state, with roughly half the population in each opinion state. Two types social networks for the voters are studied: (a) the complete graph of NN voters and, more realistically, (b) the two-clique graph with NN voters in each clique. For the complete graph, many dynamical properties are soluble within an annealed-link approximation, in which a link between a news source and a voter is replaced by an average link density. In this approximation, we show that the average consensus time grows as NαN^\alpha, with α=p/(1p)\alpha = p\ell/(1-p). Here pp is the probability that a voter consults a news source rather than a neighboring voter, and \ell is the link density between a news source and voters, so that α\alpha can be greater than 1. The polarization time, namely, the time to reach a politically polarized state from an initial strong majority state, is typically much less than the consensus time. For voters on the two-clique graph, either reducing the density of interclique links or enhancing the influence of news sources again promotes polarization.

Keywords

Cite

@article{arxiv.1910.01200,
  title  = {Polarization and Consensus by Opposing External Sources},
  author = {Deepak Bhat and S. Redner},
  journal= {arXiv preprint arXiv:1910.01200},
  year   = {2020}
}

Comments

30 pages in IOP format, 14 figures. Version 2: reference added

R2 v1 2026-06-23T11:33:12.228Z