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From cognitive coherence to political polarization: a data-driven agent-based model of belief change
Royal Holloway, University of London, Egham, United Kingdom.
Complexity Science Hub, Vienna, Austria; Constructor University, Bremen, Germany.
Constructor University, Bremen, Germany.
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för datavetenskap. Centre for Policy Modelling, United Kingdom; UiT Norway University of the Arctic, Tromsø, Norway.
Vise andre og tillknytning
2025 (engelsk)Inngår i: Political Psychology, ISSN 0162-895X, E-ISSN 1467-9221Artikkel i tidsskrift (Fagfellevurdert) Epub ahead of print
Abstract [en]

Political polarization represents a rising issue in many countries, making it more and more important to understand its relation to cognitive-motivational and social influence mechanisms. Yet, the link between micro-level mechanisms and macro-level phenomena remains unclear. We investigated the consequences of individuals striving for cognitive coherence in their belief systems on political polarization in society in an agent-based model. In this, we formalized how cognitive coherence affects how individuals update their beliefs following social influence and self-reflection processes. We derive agents' political beliefs as well as their subjective belief systems, defining what determines coherence for different individuals, from European Social Survey data via correlational class analysis. The simulation shows that agents polarize in their beliefs when they have a strong strive for cognitive coherence, and especially when they have structurally different belief systems. In a mathematical analysis, we not only explain the main findings but also underscore the necessity of simulations for understanding the complex dynamics of socially embedded phenomena such as political polarization.

sted, utgiver, år, opplag, sider
John Wiley & Sons, 2025.
Emneord [en]
agent-based simulation, belief change, belief systems, cognitive coherence, political polarization
HSV kategori
Identifikatorer
URN: urn:nbn:se:umu:diva-248196DOI: 10.1111/pops.70099ISI: 001642356500001Scopus ID: 2-s2.0-105025355450OAI: oai:DiVA.org:umu-248196DiVA, id: diva2:2027267
Forskningsfinansiär
EU, European Research Council, 101140741European Social Fund (ESF), ES/S015159/1German Research Foundation (DFG), 396901899Tilgjengelig fra: 2026-01-12 Laget: 2026-01-12 Sist oppdatert: 2026-01-12

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Edmonds, Bruce

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