Combatting online hate: Crowd moderation and the public goods problem

Tanja Marie Hansen, Lasse Lindekilde, Simon Tobias Karg, Michael Bang Petersen, Stig Hebbelstrup Rye Rasmussen
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Abstract

Hate is widespread online, hits everyone, and carries negative consequences. Crowd moderation—user-assisted moderation through, e. g., reporting or counter-speech—is heralded as a potential remedy. We explore this potential by linking insights on online bystander interventions to the analogy of crowd moderation as a (lost) public good. We argue that the distribution of costs and benefits of engaging in crowd moderation forecasts a collective action problem. If the individual crowd member has limited incentive to react when witnessing hate, crowd moderation is unlikely to manifest. We explore this argument empirically, investigating several preregistered hypotheses about the distribution of individual-level costs and benefits of response options to online hate using a large, nationally representative survey of Danish social media users (N = 24,996). In line with expectations, we find that bystander reactions, especially costly reactions, are rare. Furthermore, we find a positive correlation between exposure to online hate and withdrawal motivations, and a negative (n-shaped) correlation with bystander reactions.
打击网络仇恨:人群节制和公益问题
仇恨在网络上普遍存在,对每个人都有影响,并带来负面后果。人群节制--通过举报或反驳言论等方式进行的用户辅助节制--被认为是一种潜在的补救措施。我们将对网络旁观者干预的见解与作为一种(失落的)公共产品的人群节制的类比联系起来,探索这种潜力。我们认为,参与人群管理的成本和收益分配预示着一个集体行动问题。如果单个人群成员在看到仇恨时做出反应的动力有限,那么人群节制就不太可能体现出来。我们对这一论点进行了实证探索,通过对丹麦社交媒体用户(N = 24996)进行的一项具有全国代表性的大型调查,研究了有关对网络仇恨做出反应选项的个人层面成本和收益分配的几个预先登记的假设。与预期一致,我们发现旁观者的反应,尤其是代价高昂的反应很少见。此外,我们还发现,接触网络仇恨与退出动机呈正相关,而与旁观者反应呈负相关(n 型)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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