营销科学学报 ›› 2015, Vol. 11 ›› Issue (1): 39-57.

• 论文 • 上一篇    下一篇

网络购物情境下的顾客行为粘性、消费动机与顾客价值的关系研究——基于随机概率模型的实证研究

董晓舟   

  1. 董晓舟,上海财经大学国际工商管理学院博士研究生,E-mail:dongxiaozhou602@hotmail.com。
  • 出版日期:2015-03-01 发布日期:2015-05-07
  • 基金资助:

    非常感谢两位匿名评审专家所提的宝贵修改意见和建议。

An Study on the Relationship among Customer Behavior Stickiness, Motivation of Consumption and Customer Value in the Online Shopping - An Empirical Study based on Stochastic Model

Dong Xiaozhou   

  1. School of International Business Administration,Shanghai University of Finance & Economics
  • Online:2015-03-01 Published:2015-05-07

摘要:

文本首先利用随机概率模型对顾客行为粘性以及顾客价值的数据进行拟合,估计出相应参数后通过贝叶斯法则求出其期望值。随后将顾客行为粘性的期望值作为自变量、顾客价值的期望值作为因变量、消费动机作为调节变量,通过回归分析来研究这三者间的关系。研究结果表明,顾客行为粘性显著影响顾客价值,消费动机中的享乐性动机对模型路径有显著的调节作用。持有高享乐性消费动机的顾客其顾客价值主要是由顾客行为粘性中的网站单次访问时长所驱动,而持有低(中)享乐性消费动机的顾客其顾客价值主要由网站访问频率所驱动。

关键词: 顾客行为粘性, 消费动机, 顾客价值, 随机概率模型, 网络购物

Abstract:

The paper initially uses stochastic model to fit data of customer behavior stickiness and customer value, then estimates the corresponding parameters and uses Bayesian rule to calculate its mathematical expectation. We use expectations of customer behavior stickiness as independent variable, expectations of customer value as dependent variable, motivations of consumption as moderator, and conduct regression analysis to research the relationship among the three. The results show that customer behavior stickiness has a significant effect on customer value, and the moderating effect of hedonic motivation of consumption on the relationship above is proved. The value of customers who hold high hedonic motivation of consumption is mainly driven from website’s single visit time, while the value of customers who hold low or middle hedonic motivation of consumption is mainly driven from website’s visit frequency.

Key words: customer behavior stickiness, motivation of consumption, customer value, stochastic model, online shopping