Franziska Pradel, J. Zilinsky, Spyros Kosmidis, Yannis Theocharis
{"title":"Toxic Speech and Limited Demand for Content Moderation on Social Media","authors":"Franziska Pradel, J. Zilinsky, Spyros Kosmidis, Yannis Theocharis","doi":"10.1017/s000305542300134x","DOIUrl":null,"url":null,"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 \n \n $ N=\\mathrm{5,130} $\n \n ; Study 2, \n \n \n $ N=\\mathrm{3,734} $\n \n ) 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.","PeriodicalId":5,"journal":{"name":"ACS Applied Materials & Interfaces","volume":"62 41","pages":""},"PeriodicalIF":8.2000,"publicationDate":"2024-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Materials & Interfaces","FirstCategoryId":"90","ListUrlMain":"https://doi.org/10.1017/s000305542300134x","RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
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.
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.