Peer Influence in Network Markets: An Empirical and Theoretical Analysis

J. Henkel, J. Block
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引用次数: 5

Abstract

Network externalities spur the growth of networks and the adoption of network goods in two ways. First, they make it attractive to join a network with a large installed base. Second, they make it attractive for network members to actively recruit new members. Despite indications that this “peer eect” can be more important for network growth than the installed-base eect, it has so far been largely ignored in the literature. We aim at closing this gap, using both survey data and a game-theoretical model. Comparing respondents’ adoption of two distinct networks goods, we find that the peer eect matters strongly for small, but not for large networks. Results from model analysis support this finding. Under conservative assumptions, the increase in network size due to the peer eect is by an additive constant ‐ which, for small networks, can amount to a large relative increase. The dierence between small, local, and personal networks and large, global, anonymous networks thus arises endogenously from our model. In the duopoly case, we find that introducing the peer eect favors winner-take-all outcomes. We use the examples of the Internet services, Skype and eBay, for our empirical analysis and as illustration of our theoretical findings. Since many network goods give rise to small, local networks, our findings are highly relevant for the management of network goods and the social networks they can give rise to.
网络市场中的同伴影响:实证与理论分析
网络外部性以两种方式刺激网络的增长和网络产品的采用。首先,它们使加入一个拥有庞大安装基础的网络变得具有吸引力。其次,它们吸引了网络成员积极招募新成员。尽管有迹象表明,这种“同伴效应”对网络增长比安装基础效应更重要,但迄今为止,它在很大程度上被文献所忽视。我们的目标是利用调查数据和博弈论模型来缩小这一差距。比较受访者对两种不同网络产品的采用,我们发现同伴效应对小型网络影响很大,但对大型网络影响不大。模型分析的结果支持这一发现。在保守的假设下,由于对等效应导致的网络规模的增加是通过一个附加常数-对于小型网络,可以达到较大的相对增加。因此,小型的、本地的、个人的网络和大型的、全球的、匿名的网络之间的差异从我们的模型中内生地产生出来。在双头垄断的情况下,我们发现引入同伴效应有利于赢者通吃的结果。我们使用互联网服务的例子,Skype和eBay,为我们的实证分析和说明我们的理论发现。由于许多网络产品会产生小型的本地网络,因此我们的研究结果与网络产品的管理及其可能产生的社会网络高度相关。
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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