Cascades Across Networks Are Sufficient for the Formation of Echo Chambers: An Agent-Based Model

Jan-Philipp Fränken () and Toby Pilditch ()
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Jan-Philipp Fränken: https://www.bramleylab.ppls.ed.ac.uk/member/janphilipp/

Journal of Artificial Societies and Social Simulation, 2021, vol. 24, issue 3, 1

Abstract: Investigating how echo chambers emerge in social networks is increasingly crucial, given their role in facilitating the retention of misinformation, inducing intolerance towards opposing views, and misleading public and political discourse. Previously, the emergence of echo chambers has been attributed to psychological biases and inter-individual differences, requiring repeated interactions among network-users and rewiring or pruning of social ties. Using an idealised population of social network users, the present results suggest that when combined with positive credibility perceptions of a communicating source, social media users’ ability to rapidly share information with each other through a single cascade can be sufficient to produce echo chambers. Crucially, we show that this requires neither special psychological explanation (e.g., bias or individual differences), nor repeated interactions—though these may be exacerbating factors. In fact, this effect is made increasingly worse the more generations of peer-to-peer transmissions it takes for information to permeate a network. This raises important questions for social network architects, if truly opposed to the increasing prevalence of deleterious societal trends that stem from echo chamber formation.

Keywords: Echo Chambers; Source Credibility; Information Cascades; Agent-Based Modelling; Bayesian Modelling; Single Interaction (search for similar items in EconPapers)
Date: 2021-06-30
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