How media competition fuels the spread of misinformation

Competition among news sources over public opinion can incentivize them to resort to misinformation. Sharing misinformation may lead to a short-term gain in audience engagement but ultimately damages the credibility of the source, resulting in a loss of audience. To understand the rationale behind news sources sharing misinformation, we model the competition between sources as a zero-sum sequential game, where news sources decide whether to share factual information or misinformation. Each source influences individuals based on their credibility, the veracity of the article, and the individual's characteristics. We analyze this game through the concept of quantal response equilibrium, which accounts for the bounded rationality of human decision-making. The analysis shows that the resulting equilibria reproduce the credibility-opinion distribution of real-world news sources, with hyperpartisan sources spreading the majority of misinformation. Our findings provide insights for policymakers to mitigate the spread of misinformation and promote a more factual information landscape.

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Publication Details

Journal
Science Advances
Published
2025-06-18
DOI
https://doi.org/10.1126/sciadv.adu7743
Citations
5
Primary Topic
Misinformation and Its Impacts
Type
article
Field-Weighted Citation Impact
21.01
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article

How media competition fuels the spread of misinformation

Yigit Ege Bayiz, Eun-Ju Lee, Zeynep Somer‐Topcu, Radu Mărculescu et al.
5 citations
Science Advances
Misinformation and Its Impacts
21.01
article

How media competition fuels the spread of misinformation

Yigit Ege Bayiz, Eun-Ju Lee, Zeynep Somer‐Topcu, Radu Mărculescu, Arash Amini, Ufuk Topcu
article en
5 citations

Abstract

Competition among news sources over public opinion can incentivize them to resort to misinformation. Sharing misinformation may lead to a short-term gain in audience engagement but ultimately damages the credibility of the source, resulting in a loss of audience. To understand the rationale behind news sources sharing misinformation, we model the competition between sources as a zero-sum sequential game, where news sources decide whether to share factual information or misinformation. Each source influences individuals based on their credibility, the veracity of the article, and the individual's characteristics. We analyze this game through the concept of quantal response equilibrium, which accounts for the bounded rationality of human decision-making. The analysis shows that the resulting equilibria reproduce the credibility-opinion distribution of real-world news sources, with hyperpartisan sources spreading the majority of misinformation. Our findings provide insights for policymakers to mitigate the spread of misinformation and promote a more factual information landscape.

Science AdvancesVol. 11(25)
Seoul National University (KR), The University of Texas at Austin (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 1%
Misinformation and Its Impacts
21.01
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