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Not All Churn Customers Are the Same: Investigating the Effect of Customer Churn Heterogeneity on Customer Value in the Financial Sector

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  • Woong Park

    (Graduate School of Business IT, Kookmin University, Seoul 02707, Korea)

  • Hyunchul Ahn

    (Graduate School of Business IT, Kookmin University, Seoul 02707, Korea)

Abstract

This research suggests a way to sustain a firm’s business by focusing on the economic aspects of relationship marketing by managing the heterogeneity of churn customers. In general, firms have regarded churn customers as a homogeneous segment, for they have not been conscious that churn ego can be various. However, customer churn can be divided into voluntary and involuntary, implying that firms should reform the retention strategy by focusing on egos that seem homogenous but are heterogeneous in terms of churn behavior. Using a multiple regression model, this study analyzed customer data from an insurance company to investigate the heterogeneous impacts of churn customers. It measured the impact based on the period and revenue in the second lifetime, comprehensively representing customer satisfaction. Empirical results show that customer churn heterogeneity significantly affects customers’ second-lifetime behavior. The analysis reveals how the firm effectively performed customer regaining initiatives and successfully maintained persistency. This research also concludes that voluntary and involuntary churn occurred by intrinsic and extrinsic motivation. Finally, this research implicates the retention strategy that differs from the heterogeneity to achieve a firm’s high performance and suggests an empirical method of spurious loyalty avoidance by hedging loyal customer selection risk.

Suggested Citation

  • Woong Park & Hyunchul Ahn, 2022. "Not All Churn Customers Are the Same: Investigating the Effect of Customer Churn Heterogeneity on Customer Value in the Financial Sector," Sustainability, MDPI, vol. 14(19), pages 1-22, September.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:19:p:12328-:d:927719
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    References listed on IDEAS

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    1. Kapil Bawa, 1990. "Modeling Inertia and Variety Seeking Tendencies in Brand Choice Behavior," Marketing Science, INFORMS, vol. 9(3), pages 263-278.
    2. Ittner, CD & Larcker, DF, 1998. "Are nonfinancial measures leading indicators of financial performance? An analysis of customer satisfaction," Journal of Accounting Research, Wiley Blackwell, vol. 36, pages 1-35.
    3. Doreén Pick & Jacquelyn S. Thomas & Sebastian Tillmanns & Manfred Krafft, 2016. "Customer win-back: the role of attributions and perceptions in customers’ willingness to return," Journal of the Academy of Marketing Science, Springer, vol. 44(2), pages 218-240, March.
    4. Gurumurthy Kalyanaram & Russell S. Winer, 1995. "Empirical Generalizations from Reference Price Research," Marketing Science, INFORMS, vol. 14(3_supplem), pages 161-169.
    5. Nguyen, Duc Khuong & Vo, Dinh-Tri, 2020. "Enterprise risk management and solvency: The case of the listed EU insurers," Journal of Business Research, Elsevier, vol. 113(C), pages 360-369.
    6. Michael Braun & David A. Schweidel, 2011. "Modeling Customer Lifetimes with Multiple Causes of Churn," Marketing Science, INFORMS, vol. 30(5), pages 881-902, September.
    7. Eva Ascarza & Oded Netzer & Bruce G. S. Hardie, 2018. "Some Customers Would Rather Leave Without Saying Goodbye," Marketing Science, INFORMS, vol. 37(1), pages 54-77, January.
    8. William Boulding & Ajay Kalra & Richard Staelin, 1999. "The Quality Double Whammy," Marketing Science, INFORMS, vol. 18(4), pages 463-484.
    9. Ralph S.J. Koijen & Motohiro Yogo, 2017. "Risk of Life Insurers: Recent Trends and Transmission Mechanisms," NBER Working Papers 23365, National Bureau of Economic Research, Inc.
    10. Bolton, Ruth N & Drew, James H, 1991. "A Multistage Model of Customers' Assessments of Service Quality and Value," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 17(4), pages 375-384, March.
    11. Sunil Gupta & Valarie Zeithaml, 2006. "Customer Metrics and Their Impact on Financial Performance," Marketing Science, INFORMS, vol. 25(6), pages 718-739, 11-12.
    12. Ruth N. Bolton, 1998. "A Dynamic Model of the Duration of the Customer's Relationship with a Continuous Service Provider: The Role of Satisfaction," Marketing Science, INFORMS, vol. 17(1), pages 45-65.
    13. Umar Farooq & Adeel Nasir & Bilal & Muhammad Umer Quddoos, 2021. "The impact of COVID-19 pandemic on abnormal returns of insurance firms: a cross-country evidence," Applied Economics, Taylor & Francis Journals, vol. 53(31), pages 3658-3678, July.
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