Sub-Standards and Mal-Practices: Misinformation's Role in Insular, Polarized, and Toxic Interactions

01/27/2023

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by   Hans W. A. Hanley, et al.

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How do users and communities respond to news from unreliable sources? How does news from these sources change online conversations? In this work, we examine the role of misinformation in sparking political incivility and toxicity on the social media platform Reddit. Utilizing the Google Jigsaw Perspective API to identify toxicity, hate speech, and other forms of incivility, we find that Reddit comments posted in response to misinformation articles are 71.4 authentic news articles. Identifying specific instances of commenters' incivility and utilizing an exponential random graph model, we then show that when reacting to a misinformation story, Reddit users are more likely to be toxic to users of different political beliefs than in other settings. Finally, utilizing a zero-inflated negative binomial regression, we identify that as the toxicity of subreddits increases, users are more likely to comment on misinformation-related Reddit submissions.