Competing for Attention in Social Communication Markets

通信源 竞赛(生物学) 激励 社会化媒体 微观经济学 社交网络(社会语言学) 人际关系 现象 经济 计算机科学 社会心理学 电信 心理学 万维网 物理 生物 量子力学 生态学
作者
Ganesh Iyer,Zsolt Katona
出处
期刊:Management Science [Institute for Operations Research and the Management Sciences]
卷期号:62 (8): 2304-2320 被引量:73
标识
DOI:10.1287/mnsc.2015.2209
摘要

We investigate the incentives for social communication in the new social media technologies. Three features of online social communication are represented in the model. First, new social media platforms allow for increased connectivity; i.e., they enable sending messages to many more receivers, for the same fixed cost, compared to traditional word of mouth. Second, users contribute content because they derive status- or image-based utility from being listened to by their peers. Third, we capture the role of social differentiation, or how social distance between people affects their preferences for messages. In the model, agents endogenously decide whether to be a sender of information and then compete for the attention of receivers. An important point of this paper is that social communication incentives diminish even as the reach or the span of communication increases. As the span of communication increases, competition between senders for receiver attention becomes more intense, resulting in senders competing with greater equilibrium messaging effort. This in turn leads to lower equilibrium payoffs and the entry of fewer senders. This result provides a strategic rationale for the so-called participation inequality phenomenon, which is a characteristic of many social media platforms. We also show that social differentiation may enhance or deter sender entry depending on whether it can be endogenously influenced by senders. Finally, we examine how the underlying network structure (in terms of its density and its degree distribution) affects communication and uncover a nonmonotonic pattern in that increased connectivity first increases and then reduces the entry of senders. This paper was accepted by Pradeep Chintagunta, marketing.
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