Social Effects on Customer Retention
研究利用一家手机公司百万客户的通信数据，发现邻居客户流失会使自身流失风险增加80%，且社交影响随时间衰减，受关系强度和同质性影响。
This study explores the role of customers’ social network in their defection from a service provider. The authors use data on communication among one million customers of a cellular company to create a large-scale social system composed of customers’ individual social networks. The study's results indicate that exposure to a defecting neighbor is associated with an increase of 80% in the defection hazard, after controlling for a host of social, personal, and purchase-related variables. This effect is comparable in both magnitude and nature to social effects observed in the highly researched case of product adoption: The extent of social influence on retention decays exponentially over time, and the likelihood of defection is affected by tie strength and homophily with defecting neighbors and by these neighbors’ average number of connections. Highly connected customers are more affected, and loyal customers are less affected by defections that occur in their social networks. These results carry important implications for the theoretical understanding of the drivers of customer retention and should be considered by firms that aim to predict and affect customer retention.