Evidence map›Paper›PMID 41171853›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Why more social interactions lead to more polarization in societies.

Stefan Thurner, Markus Hofer, Jan Korbel

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. More connections, higher polarization: The role of weak ties and status-driven dynamics.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. Reply to Górski et al.: Polarization requires opinions, not just negative ties.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Redefining koinophilia: Solution to social isolation and polarization.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  4. More social interactions, more polarization? The evidence is not there.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  5. Reply to Völker et al.: On the evidence of increased close friendships in societies.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  6. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Stefan ThurnerCenter for Medical Data Science, Institute of the Science of Complex Systems, Medical University of Vienna, Vienna 1090, Austria.ORCID 0000-0003-2495-6819
Markus HoferCenter for Medical Data Science, Institute of the Science of Complex Systems, Medical University of Vienna, Vienna 1090, Austria.ORCID 0009-0009-0258-2415
Jan KorbelCenter for Medical Data Science, Institute of the Science of Complex Systems, Medical University of Vienna, Vienna 1090, Austria.ORCID 0000-0002-5371-5320

Funding

Austrian Federal Ministry for Climate Action, Environment, Energy, Mobility, Innovation, and Technology GZ 2023-0.841.26Austrian Science Fund (FWF) 10.55776/P34994
6 · The paper itself

Abstract

Over the past two decades, the number of close social connections increased substantially, at least by a factor of two. At the same time, societal opinions have become increasingly polarized in many Western countries. To explore whether these trends could be connected, we employ a simple computational model of society, where people-within their social networks-continuously compare and update their opinions. Here, we show that the model that is known to realistically capture both homophily and social balance exhibits a phase transition phenomenon where, above a critical social connectivity, an explosive transition toward strong polarization must occur. The model allows us to understand the empirical inflation of polarization during the last decades as a function of the observed increased values of social connectivity. In the presence of a small fraction of synchronized influencers, the transition becomes continuous; however, polarization then appears at lower connectivities. We discuss the implications of the presence of a phase transition in social polarization.

Indexed as

agent based modelphase transitionspolarizationsocial balancesocial networks

Identifiers

PMID41171853
PMCPMC12595431

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.