Content moderation and advertising in social media platforms

IF 1.2 4区 管理学 Q3 ECONOMICS
Leonardo Madio, Martin Quinn
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引用次数: 0

Abstract

We study the incentive of an ad‐funded social media platform to curb the presence of unsafe content that entails reputational risk to advertisers. We identify conditions for the platform not to moderate unsafe content and demonstrate how the optimal moderation policy depends on the risk the advertisers face. The platform is likely to undermoderate unsafe content relative to the socially desirable level when both advertisers and users have congruent preferences for unsafe content and to overmoderate unsafe content when advertisers have conflicting preferences for unsafe content. Finally, to mitigate negative externalities generated by unsafe content, we study the implications of a policy that mandates binding content moderation to online platforms and how the introduction of taxes on social media activity and social media platform competition can distort the platform's moderation strategies.
社交媒体平台的内容管理和广告
我们研究了由广告资助的社交媒体平台抑制不安全内容的激励机制,因为不安全内容会给广告商带来声誉风险。我们确定了平台不节制不安全内容的条件,并证明了最优节制政策如何取决于广告商面临的风险。当广告商和用户对不安全内容的偏好一致时,平台可能会对不安全内容进行相对于社会期望水平的低度审核,而当广告商对不安全内容的偏好冲突时,平台可能会对不安全内容进行过度审核。最后,为了减轻不安全内容产生的负外部性,我们研究了强制要求网络平台对内容进行约束性节制的政策的影响,以及对社交媒体活动征税和社交媒体平台竞争会如何扭曲平台的节制策略。
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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来源期刊
CiteScore
3.20
自引率
5.30%
发文量
43
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