Toxic Speech and Limited Demand for Content Moderation on Social Media

IF 8.2 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY ACS Applied Materials & Interfaces Pub Date : 2024-01-24 DOI:10.1017/s000305542300134x
Franziska Pradel, J. Zilinsky, Spyros Kosmidis, Yannis Theocharis
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Abstract

When is speech on social media toxic enough to warrant content moderation? Platforms impose limits on what can be posted online, but also rely on users’ reports of potentially harmful content. Yet we know little about what users consider inadmissible to public discourse and what measures they wish to see implemented. Building on past work, we conceptualize three variants of toxic speech: incivility, intolerance, and violent threats. We present results from two studies with pre-registered randomized experiments (Study 1, $ N=\mathrm{5,130} $ ; Study 2, $ N=\mathrm{3,734} $ ) to examine how these variants causally affect users’ content moderation preferences. We find that while both the severity of toxicity and the target of the attack matter, the demand for content moderation of toxic speech is limited. We discuss implications for the study of toxicity and content moderation as an emerging area of research in political science with critical implications for platforms, policymakers, and democracy more broadly.
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社交媒体上的有毒言论和对内容节制的有限需求
什么情况下社交媒体上的言论毒性大到需要进行内容审核?平台对可以在网上发布的内容进行了限制,但也依赖于用户对潜在有害内容的举报。然而,我们对用户认为哪些公共言论是不可接受的,以及他们希望实施哪些措施知之甚少。在过去工作的基础上,我们将有毒言论的三种变体概念化:不文明、不宽容和暴力威胁。我们通过两项预先登记的随机实验研究(研究1,$ N=\mathrm{5,130} $;研究2,$ N=\mathrm{3,734} $)来检验这些变体如何对用户的内容审核偏好产生因果影响。我们发现,虽然毒性的严重程度和攻击目标都很重要,但用户对毒性言论内容审核的需求却很有限。我们讨论了毒性和内容节制研究作为政治学新兴研究领域的意义,它对平台、政策制定者和更广泛的民主都有重要影响。
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来源期刊
ACS Applied Materials & Interfaces
ACS Applied Materials & Interfaces 工程技术-材料科学:综合
CiteScore
16.00
自引率
6.30%
发文量
4978
审稿时长
1.8 months
期刊介绍: ACS Applied Materials & Interfaces is a leading interdisciplinary journal that brings together chemists, engineers, physicists, and biologists to explore the development and utilization of newly-discovered materials and interfacial processes for specific applications. Our journal has experienced remarkable growth since its establishment in 2009, both in terms of the number of articles published and the impact of the research showcased. We are proud to foster a truly global community, with the majority of published articles originating from outside the United States, reflecting the rapid growth of applied research worldwide.
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