IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i19p12328-d927719.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/19/12328/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/19/12328/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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. Michael Braun & David A. Schweidel, 2011. "Modeling Customer Lifetimes with Multiple Causes of Churn," Marketing Science, INFORMS, vol. 30(5), pages 881-902, September.
    4. Sunil Gupta & Valarie Zeithaml, 2006. "Customer Metrics and Their Impact on Financial Performance," Marketing Science, INFORMS, vol. 25(6), pages 718-739, 11-12.
    5. 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.
    6. Gurumurthy Kalyanaram & Russell S. Winer, 1995. "Empirical Generalizations from Reference Price Research," Marketing Science, INFORMS, vol. 14(3_supplem), pages 161-169.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. William Boulding & Ajay Kalra & Richard Staelin, 1999. "The Quality Double Whammy," Marketing Science, INFORMS, vol. 18(4), pages 463-484.
    12. 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.
    13. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. J. Andrew Petersen & V. Kumar & Yolanda Polo & F. Javier Sese, 2018. "Unlocking the power of marketing: understanding the links between customer mindset metrics, behavior, and profitability," Journal of the Academy of Marketing Science, Springer, vol. 46(5), pages 813-836, September.
    2. Conor M. Henderson & Lena Steinhoff & Colleen M. Harmeling & Robert W. Palmatier, 2021. "Customer inertia marketing," Journal of the Academy of Marketing Science, Springer, vol. 49(2), pages 350-373, March.
    3. Guenther, Miriam & Guenther, Peter, 2021. "The complex firm financial effects of customer satisfaction improvements," International Journal of Research in Marketing, Elsevier, vol. 38(3), pages 639-662.
    4. Phau, Ian & Ferguson, Graham, 2013. "Validating the Customer Satisfaction Survey (CSS) Scale in the Australian fast food industry," Australasian marketing journal, Elsevier, vol. 21(3), pages 147-154.
    5. Rajkumar Venkatesan & Alexander Bleier & Werner Reinartz & Nalini Ravishanker, 2019. "Improving customer profit predictions with customer mindset metrics through multiple overimputation," Journal of the Academy of Marketing Science, Springer, vol. 47(5), pages 771-794, September.
    6. Kumar, V. & Pozza, Ilaria Dalla & Ganesh, Jaishankar, 2013. "Revisiting the Satisfaction–Loyalty Relationship: Empirical Generalizations and Directions for Future Research," Journal of Retailing, Elsevier, vol. 89(3), pages 246-262.
    7. Nguyen Thi Van & Nguyen Minh Tuan & Tran Phi Hoang & Le Phat Minh, 2016. "The Relationship between Customer Relationship Management and Using Decision to the Product Service of Customers: A Case Study in Vietnam," International Journal of Marketing Studies, Canadian Center of Science and Education, vol. 8(1), pages 107-116, February.
    8. Jaya Sangeetha, 2017. "Development of Scale for Service Quality, Satisfaction and Behavioral intentions: Middle Eastern Context," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 7(2), pages 1-4.
    9. Bolton, R.N. & Lemo, K.N. & Verhoef, P.C., 2002. "The Theoretical Underpinnings of Customer Asset Management," ERIM Report Series Research in Management ERS-2002-80-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    10. Philipp Afèche & Mojtaba Araghi & Opher Baron, 2017. "Customer Acquisition, Retention, and Service Access Quality: Optimal Advertising, Capacity Level, and Capacity Allocation," Manufacturing & Service Operations Management, INFORMS, vol. 19(4), pages 674-691, October.
    11. Polo, Yolanda & Sese, F. Javier & Verhoef, Peter C., 2011. "The Effect of Pricing and Advertising on Customer Retention in a Liberalizing Market," Journal of Interactive Marketing, Elsevier, vol. 25(4), pages 201-214.
    12. A Mukherjee & P Nath & M Pal, 2003. "Resource, service quality and performance triad: a framework for measuring efficiency of banking services," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(7), pages 723-735, July.
    13. Jae-Woong Jeong & Heon-Hwi Lee & Hun Park, 2022. "A Study on the Effect of Knowledge Services on Organizational Performances Based on the Concept of Balanced Scorecards for the Sustainable Growth of Firms: Evidence from South Korea," Sustainability, MDPI, vol. 14(19), pages 1-19, October.
    14. G. Tomas M. Hult & Forrest V. Morgeson III & Udit Sharma & Claes Fornell, 2022. "Customer satisfaction and international business: A multidisciplinary review and avenues for research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(8), pages 1695-1733, October.
    15. Zhou, Jiaying & Dahana, Wirawan Dony & Ye, Qiongwei & Zhang, Qingyu & Ye, Mingqi & Li, Xi, 2023. "Hedonic service consumption and its dynamic effects on sales in the brick-and-mortar retail context," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    16. Sunghun Chung & Donghyuk Shin & Jooyoung Park, 2022. "Predicting Firm Market Performance Using the Social Media Promoter Score," Marketing Letters, Springer, vol. 33(4), pages 545-561, December.
    17. Diwas KC & Tongil Kim, 2022. "Impact of universal healthcare on patient choice and quality of care," Production and Operations Management, Production and Operations Management Society, vol. 31(5), pages 2167-2184, May.
    18. Ajimon George & Jobin Sahadevan, 2019. "A Conceptual Framework of Antecedents of Service Loyalty in Health Care: Patients’ Perspective," IIM Kozhikode Society & Management Review, , vol. 8(1), pages 50-59, January.
    19. Cameron Truong & Thu Ha Nguyen & Thanh Huynh, 2021. "Customer satisfaction and the cost of capital," Review of Accounting Studies, Springer, vol. 26(1), pages 293-342, March.
    20. Ryoo, Juyoun & Jeon, Jin Q. & Lee, Cheolwoo, 2016. "Do marketing activities enhance firm value? Evidence from M&A transactions," European Management Journal, Elsevier, vol. 34(3), pages 243-257.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:19:p:12328-:d:927719. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.