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社交媒体的生产与消费

The Production and Consumption of Social Media
Management Science · 2026 · Apostolos Filippas、John J. Horton、Elliot Lipnowski、Prasanna Parasurama

中文摘要

我们将社交媒体建模为生产和消费内容的用户集合。用户重视消费内容,但由于注意力稀缺,他们可能并不重视来自其他用户的所有内容。用户也重视获得关注,这产生了激励:既通过生产有价值的内容来吸引受众,也通过注意力互换——即用户彼此成为对方的受众——来吸引受众。注意力互换在很大程度上塑造了社交媒体上的生产与消费模式,解释了社交媒体行为和平台决策的关键特征,并得出了与我们从 #EconTwitter 收集的数据相一致的明确预测。我们开展了针对 Twitter 和 Instagram 用户的调查,所得结果为注意力互换提供了额外的直接证据支持;我们还讨论了注意力互换对社交媒体平台设计的启示。

Abstract

We model social media as collections of users producing and consuming content. Users value consuming content, but due to scarce attention, they may not value all content from other users. Users also value receiving attention, creating the incentive to attract an audience by producing valuable content but also through attention bartering—users mutually becoming each other’s audience. Attention bartering shapes substantially the patterns of production and consumption on social media, explains key features of social media behavior and platform decision making, and yields sharp predictions that are consistent with data we collect from #EconTwitter. We conduct Twitter and Instagram user surveys that yield additional direct evidence in support of attention bartering, and we discuss the implications of attention bartering for the design of social media platforms.
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