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User-Reported Misinformation Exposure Across Social Media Platforms

2026/07/28 by Catherine King, Lynnette Hui Xian Ng, Kathleen M. Carley
Computer Science · #cs.HC

paper · pdf

Accepted to SBP-BRiMS 2026

arxiv created 2026/07/28 · arxiv updated 2026/07/30

Abstract

In this study, we surveyed users for their perception of misinformation exposure across social media platforms. Such perceived exposure is important because individuals' beliefs about how often they encounter false information can shape their trust in institutions, platforms, and even their friends. In a survey of 1,010 United States residents, we found that perceived exposure to misinformation varies substantially across platforms and is only moderately correlated with the frequency of platform use. A much larger percentage of participants also reported being exposed to misinformation from the public feed than from known contacts. Based on these results, we propose governance strategies across three categories of platform types: discovery, interpersonal, and discourse. This work offers insight into users' perceptions of social media misinformation and a corresponding research agenda for governance.

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