IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v58y2012i5p932-947.html
   My bibliography  Save this article

When to "Fire" Customers: Customer Cost-Based Pricing

Author

Listed:
  • Jiwoong Shin

    (Yale School of Management, Yale University, New Haven, Connecticut 06520)

  • K. Sudhir

    (Yale School of Management, Yale University, New Haven, Connecticut 06520)

  • Dae-Hee Yoon

    (Yonsei School of Business, Yonsei University, Seodaemun-gu, Seoul 120-749, Korea)

Abstract

The widespread adoption of activity-based costing enables firms to allocate common service costs to each customer, allowing for precise measurement of both the cost to serve a particular customer and the customer's profitability. In this paper, we investigate how pricing strategies based on customer cost information affects a firm's customer acquisition and retention dynamics, and ultimately its profit, using a two-period monopoly model with high- and low-cost customer segments. Although past purchase and cost information helps firms to increase profits through differential prices for good and bad customers in the second period ("price discrimination effect"), it can hurt firms because strategic forward-looking consumers may delay purchases to avoid higher future prices ("ratchet effect"). We find that when the customer cost heterogeneity is sufficiently large, it is optimal for firms to "fire" some of its high-cost customers, and customer cost-based pricing is profitable. Surprisingly, it is optimal to fire even some profitable customers. This result is robust even when the cost to serve is endogenous and determined by the consumer's choice of service level. We also shed insight on acquisition-retention dynamics, on when firms can improve their profitability by selectively firing known old "bad" customers, and on replacing the old "bad" customers with a mix of new "good" and "bad" customers. This paper was accepted by J. Miguel Villas-Boas, marketing.

Suggested Citation

  • Jiwoong Shin & K. Sudhir & Dae-Hee Yoon, 2012. "When to "Fire" Customers: Customer Cost-Based Pricing," Management Science, INFORMS, vol. 58(5), pages 932-947, May.
  • Handle: RePEc:inm:ormnsc:v:58:y:2012:i:5:p:932-947
    DOI: 10.1287/mnsc.1110.1453
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.1110.1453
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.1110.1453?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Pagano, Marco & Jappelli, Tullio, 1993. "Information Sharing in Credit Markets," Journal of Finance, American Finance Association, vol. 48(5), pages 1693-1718, December.
    2. Amit Pazgal & David Soberman, 2008. "Behavior-Based Discrimination: Is It a Winning Play, and If So, When?," Marketing Science, INFORMS, vol. 27(6), pages 977-994, 11-12.
    3. J. Miguel Villas-Boas & Udo Schmidt-Mohr, 1999. "Oligopoly with Asymmetric Information: Differentiation in Credit Markets," RAND Journal of Economics, The RAND Corporation, vol. 30(3), pages 375-396, Autumn.
    4. Alessandro Acquisti & Hal R. Varian, 2005. "Conditioning Prices on Purchase History," Marketing Science, INFORMS, vol. 24(3), pages 367-381, May.
    5. Sharpe, Steven A, 1990. "Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
    6. Juanjuan Zhang, 2011. "The Perils of Behavior-Based Personalization," Marketing Science, INFORMS, vol. 30(1), pages 170-186, 01-02.
    7. Drew Fudenberg & Jean Tirole, 2000. "Customer Poaching and Brand Switching," RAND Journal of Economics, The RAND Corporation, vol. 31(4), pages 634-657, Winter.
    8. Xavier Freixas & Roger Guesnerie & Jean Tirole, 1985. "Planning under Incomplete Information and the Ratchet Effect," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 52(2), pages 173-191.
    9. Oliver D. Hart & Jean Tirole, 1988. "Contract Renegotiation and Coasian Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 55(4), pages 509-540.
    10. Padilla, A Jorge & Pagano, Marco, 1997. "Endogenous Communication among Lenders and Entrepreneurial Incentives," The Review of Financial Studies, Society for Financial Studies, vol. 10(1), pages 205-236.
    11. Jiwoong Shin & K. Sudhir, 2010. "A Customer Management Dilemma: When Is It Profitable to Reward One's Own Customers?," Marketing Science, INFORMS, vol. 29(4), pages 671-689, 07-08.
    12. J. Miguel Villas-Boas, 2004. "Price Cycles in Markets with Customer Recognition," RAND Journal of Economics, The RAND Corporation, vol. 35(3), pages 486-501, Autumn.
    13. Kenneth E. Train & Daniel L. McFadden & Moshe Ben-Akiva, 1987. "The Demand for Local Telephone Service: A Fully Discrete Model of Residential Calling Patterns and Service Choices," RAND Journal of Economics, The RAND Corporation, vol. 18(1), pages 109-123, Spring.
    14. Giovanni Dell'Ariccia & Ezra Friedman & Robert Marquez, 1999. "Adverse Selection as a Barrier to Entry in the Banking Industry," RAND Journal of Economics, The RAND Corporation, vol. 30(3), pages 515-534, Autumn.
    15. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    16. J. Miguel Villas-Boas, 1999. "Dynamic Competition with Customer Recognition," RAND Journal of Economics, The RAND Corporation, vol. 30(4), pages 604-631, Winter.
    17. Andrés Musalem & Yogesh V. Joshi, 2009. "—How Much Should You Invest in Each Customer Relationship? A Competitive Strategic Approach," Marketing Science, INFORMS, vol. 28(3), pages 555-565, 05-06.
    18. V. G. Narayanan, 2003. "Activity‐Based Pricing in a Monopoly," Journal of Accounting Research, Wiley Blackwell, vol. 41(3), pages 473-502, June.
    19. Nancy L. Stokey, 1979. "Intertemporal Price Discrimination," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 93(3), pages 355-371.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yuxin Chen & Xinxin Li & Monic Sun, 2017. "Competitive Mobile Geo Targeting," Marketing Science, INFORMS, vol. 36(5), pages 666-682, September.
    2. Ryan W. Buell & Dennis Campbell & Frances X. Frei, 2016. "How Do Customers Respond to Increased Service Quality Competition?," Manufacturing & Service Operations Management, INFORMS, vol. 18(4), pages 585-607, October.
    3. Ki-Eun Rhee & Raphael Thomadsen, 2017. "Behavior-Based Pricing in Vertically Differentiated Industries," Management Science, INFORMS, vol. 63(8), pages 2729-2740, August.
    4. Lepthien, Anke & Papies, Dominik & Clement, Michel & Melnyk, Valentyna, 2017. "The ugly side of customer management – Consumer reactions to firm-initiated contract terminations," International Journal of Research in Marketing, Elsevier, vol. 34(4), pages 829-850.
    5. Sumitro Banerjee & Alex P. Thevaranjan, 2019. "Targeting and salesforce compensation: When sales spill over to unprofitable customers," Quantitative Marketing and Economics (QME), Springer, vol. 17(1), pages 81-104, March.
    6. Sumitro Banerjee & Alex P. Thevaranjan, 2013. "How to deal with unprofitable customers? A salesforce compensation perspective," ESMT Research Working Papers ESMT-13-05, ESMT European School of Management and Technology.
    7. Appel, Gil & Libai, Barak & Muller, Eitan & Shachar, Ron, 2020. "On the monetization of mobile apps," International Journal of Research in Marketing, Elsevier, vol. 37(1), pages 93-107.
    8. Wan, Qin & Yang, Shilei & Shi, Victor & Qiu, Martin, 2021. "Optimal strategies of mobile targeting promotion under competition," International Journal of Production Economics, Elsevier, vol. 237(C).
    9. Arieh Gavious & Ella Segev, 2017. "Price Discrimination Based on Buyers’ Purchase History," Dynamic Games and Applications, Springer, vol. 7(2), pages 229-265, June.
    10. Huang, Yeu-Shiang & Ho, Jyh-Wen & Wu, Guan-Jin, 2022. "A study on promotion with strategic two-stage customized bundling," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    11. Haenlein, Michael & Libai, Barak & Muller, Eitan, 2023. "Satiation and cross promotion: Selling and swapping users in mobile games," International Journal of Research in Marketing, Elsevier, vol. 40(2), pages 342-361.
    12. Rosa‐Branca Esteves & Qihong Liu & Jie Shuai, 2022. "Behavior‐based price discrimination with nonuniform distribution of consumer preferences," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(2), pages 324-355, April.
    13. Bing Jing, 2017. "Behavior-Based Pricing, Production Efficiency, and Quality Differentiation," Management Science, INFORMS, vol. 63(7), pages 2365-2376, July.
    14. Krämer, Andreas & Schmutz, Iris, 2020. "Mythos Value-Based-Pricing - Der Versuch einer (wertfreien) Einordnung," Marketing Review St.Gallen, Universität St.Gallen, Institut für Marketing und Customer Insight, vol. 37(2), pages 44-53.
    15. Harutyunyan, Mushegh & Jiang, Baojun, 2017. "Strategic Implications of Keeping Product Value Secret from Competitor’s Customers," Journal of Retailing, Elsevier, vol. 93(3), pages 382-399.
    16. Maiga, Adam S. & Nilsson, Anders & Ax, Christian, 2015. "Relationships between internal and external information systems integration, cost and quality performance, and firm profitability," International Journal of Production Economics, Elsevier, vol. 169(C), pages 422-434.
    17. Hui Feng & Neil A. Morgan & Lopo L. Rego, 2020. "The impact of unprofitable customer management strategies on shareholder value," Journal of the Academy of Marketing Science, Springer, vol. 48(2), pages 246-269, March.
    18. Yoonseock Son & Wonseok Oh & Sang Pil Han & Sungho Park, 2020. "When Loyalty Goes Mobile: Effects of Mobile Loyalty Apps on Purchase, Redemption, and Competition," Information Systems Research, INFORMS, vol. 31(3), pages 835-847, September.
    19. Zhou, Jianheng & Luo, Yao, 2023. "Bayes information updating and multiperiod supply chain screening," International Journal of Production Economics, Elsevier, vol. 256(C).
    20. Bing Jing, 2016. "Customer Recognition in Experience vs. Inspection Good Markets," Management Science, INFORMS, vol. 62(1), pages 216-224, January.
    21. Jia, Kunhao & Liao, Xiuwu & Feng, Juan, 2018. "Selling or leasing? Dynamic pricing of software with upgrades," European Journal of Operational Research, Elsevier, vol. 266(3), pages 1044-1061.
    22. Bernard Caillaud & Romain De Nijs, 2014. "Strategic Loyalty Reward in Dynamic Price Discrimination," Marketing Science, INFORMS, vol. 33(5), pages 725-742, September.
    23. Krista J. Li, 2021. "Behavior-Based Quality Discrimination," Manufacturing & Service Operations Management, INFORMS, vol. 23(2), pages 425-436, March.
    24. Przemysław Jeziorski & Elena Krasnokutskaya & Olivia Ceccarini, 2019. "Skimming from the Bottom: Empirical Evidence of Adverse Selection When Poaching Customers," Marketing Science, INFORMS, vol. 38(4), pages 543-566, July.
    25. Upender Subramanian & Jagmohan S. Raju & Z. John Zhang, 2014. "The Strategic Value of High-Cost Customers," Management Science, INFORMS, vol. 60(2), pages 494-507, February.

    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. Upender Subramanian & Jagmohan S. Raju & Z. John Zhang, 2014. "The Strategic Value of High-Cost Customers," Management Science, INFORMS, vol. 60(2), pages 494-507, February.
    2. Bita Hajihashemi & Amin Sayedi & Jeffrey D. Shulman, 2022. "The Perils of Personalized Pricing with Network Effects," Marketing Science, INFORMS, vol. 41(3), pages 477-500, May.
    3. Arieh Gavious & Ella Segev, 2017. "Price Discrimination Based on Buyers’ Purchase History," Dynamic Games and Applications, Springer, vol. 7(2), pages 229-265, June.
    4. Jiwoong Shin & K. Sudhir, 2010. "A Customer Management Dilemma: When Is It Profitable to Reward One's Own Customers?," Marketing Science, INFORMS, vol. 29(4), pages 671-689, 07-08.
    5. Gehrig, Thomas & Stenbacka, Rune, 2007. "Information sharing and lending market competition with switching costs and poaching," European Economic Review, Elsevier, vol. 51(1), pages 77-99, January.
    6. Bing Jing, 2017. "Behavior-Based Pricing, Production Efficiency, and Quality Differentiation," Management Science, INFORMS, vol. 63(7), pages 2365-2376, July.
    7. Qiaowei Shen & J. Miguel Villas-Boas, 2018. "Behavior-Based Advertising," Management Science, INFORMS, vol. 64(5), pages 2047-2064, May.
    8. Xuan Wang & Chi To Ng, 2020. "New retail versus traditional retail in e-commerce: channel establishment, price competition, and consumer recognition," Annals of Operations Research, Springer, vol. 291(1), pages 921-937, August.
    9. Vincent Conitzer & Curtis R. Taylor & Liad Wagman, 2012. "Hide and Seek: Costly Consumer Privacy in a Market with Repeat Purchases," Marketing Science, INFORMS, vol. 31(2), pages 277-292, March.
    10. Krista J. Li, 2018. "Behavior-Based Pricing in Marketing Channels," Marketing Science, INFORMS, vol. 37(2), pages 310-326, March.
    11. Bernard Caillaud & Romain De Nijs, 2014. "Strategic Loyalty Reward in Dynamic Price Discrimination," Marketing Science, INFORMS, vol. 33(5), pages 725-742, September.
    12. Chongwoo Choe & Stephen King & Noriaki Matsushima, 2018. "Pricing with Cookies: Behavior-Based Price Discrimination and Spatial Competition," Management Science, INFORMS, vol. 64(12), pages 5669-5687, December.
    13. Bing Jing, 2016. "Customer Recognition in Experience vs. Inspection Good Markets," Management Science, INFORMS, vol. 62(1), pages 216-224, January.
    14. Przemysław Jeziorski & Elena Krasnokutskaya & Olivia Ceccarini, 2019. "Skimming from the Bottom: Empirical Evidence of Adverse Selection When Poaching Customers," Marketing Science, INFORMS, vol. 38(4), pages 543-566, July.
    15. Muzaffer Buyruk & Ertan Güner, 2022. "Personalization in airline revenue management: an overview and future outlook," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 21(2), pages 129-139, April.
    16. Wang, Yu & Li, Minqiang & Feng, Haiyang & Feng, Nan, 2023. "Which is better for competing firms with quality increasing: behavior-based price discrimination or uniform pricing?," Omega, Elsevier, vol. 118(C).
    17. Curtis Taylor & Liad Wagman, 2008. "Who Benefits From Online Privacy?," Working Papers 08-26, NET Institute.
    18. Jia, Kunhao & Liao, Xiuwu & Feng, Juan, 2018. "Selling or leasing? Dynamic pricing of software with upgrades," European Journal of Operational Research, Elsevier, vol. 266(3), pages 1044-1061.
    19. Krista J. Li & Sanjay Jain, 2016. "Behavior-Based Pricing: An Analysis of the Impact of Peer-Induced Fairness," Management Science, INFORMS, vol. 62(9), pages 2705-2721, September.
    20. Bernard Caillaud & Romain de Nijs, 2011. "Strategic loyalty reward in dynamic price Discrimination," Working Papers halshs-00622291, HAL.

    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:inm:ormnsc:v:58:y:2012:i:5:p:932-947. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.