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Dynamically Managing a Profitable Email Marketing Program

机译:动态管理有利可图的电子邮件营销计划

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摘要

Although email marketing is highly profitable and widely used by marketers, it has received limited attention in the marketing literature. Extant research has focused on either customers' email responses or the "average" effect of emails on purchases. In this article, the authors use data from a U.S. home improvement retailer to study customers' email open and purchase behaviors by using a unified hidden Markov and copula framework. Contrary to conventional wisdom, the authors find that email-active customers are not necessarily active in purchases, and vice versa. Furthermore, the number of emails sent by the retailer has a nonlinear effect on both the retailer's short-and long-term profitability. Through a counterfactual study, the authors provide a decision support system to guide retailers in making optimal email contact decisions. This study shows that sending the right number of emails is vital for long-term profitability. For example, sending four (ten) emails instead of the optimal number of seven emails can cause the retailer to lose 32%(16%) of its lifetime profit per customer.
机译:尽管电子邮件营销的利润很高,并且被营销人员广泛使用,但是在营销文献中,电子邮件营销受到的关注有限。现有的研究集中在客户的电子邮件响应或电子邮件对购买的“平均”影响上。在本文中,作者通过使用统一的隐式Markov和copula框架,使用来自美国家居装饰零售商的数据来研究客户的电子邮件打开和购买行为。与传统观点相反,作者发现活跃电子邮件的客户不一定在购买中活跃,反之亦然。此外,零售商发送的电子邮件数量对零售商的短期和长期盈利能力均具有非线性影响。通过反事实研究,作者提供了决策支持系统,以指导零售商做出最佳的电子邮件联系决策。这项研究表明,发送正确数量的电子邮件对于长期获利至关重要。例如,发送四(十)封电子邮件,而不是发送七封电子邮件的最佳数量,可能会导致零售商损失每位客户终生利润的32%(16%)。

著录项

  • 来源
    《Journal of marketing research》 |2017年第6期|851-866|共16页
  • 作者单位

    Univ Toledo, Coll Business & Innovat, Mkt, 2801 W Bancroft St, Toledo, OH 43606 USA|Rodan Fields, San Francisco, CA 94105 USA;

    Georgia State Univ, J Mack Robinson Coll Business, Atlanta, GA 30303 USA|Georgia State Univ, J Mack Robinson Coll Business, Mkt, Atlanta, GA 30303 USA|Georgia State Univ, J Mack Robinson Coll Business, Ctr Excellence Brand & Customer Management, Atlanta, GA 30303 USA|Georgia State Univ, J Mack Robinson Coll Business, PhD Program Mkt, Atlanta, GA 30303 USA|Huazhong Univ Sci & Technol, Wuhan, Hubei, Peoples R China|Texas A&M Univ, Hagler Inst Adv Study, College Stn, TX 77843 USA|Indian Sch Business, Hyderabad, Andhra Pradesh, India;

    Georgia State Univ, J Mack Robinson Coll Business, Mkt, Atlanta, GA 30303 USA;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    email marketing; hidden Markov models; dynamic programming; copula models; profitability;

    机译:电子邮件营销;隐马尔可夫模型;动态编程;copula模型;盈利能力;

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