IDEAS home Printed from https://ideas.repec.org/a/eee/joinma/v23y2009i2p157-168.html
   My bibliography  Save this article

Customer Lifetime Value: Empirical Generalizations and Some Conceptual Questions

Author

Listed:
  • Blattberg, Robert C.
  • Malthouse, Edward C.
  • Neslin, Scott A.

Abstract

From the extant literature on Customer Lifetime Value (CLV), we identify four empirical generalizations (well-defined, consistent effects found by at least three different sets of authors): customer satisfaction, marketing efforts, cross-buying and multichannel purchasing all have positive relationships with CLV. The frequency and monetary value of previous purchases generally have a positive effect on CLV, although there are some contradictory findings in this regard. We identify additional issues that have received limited attention in the literature, but require further empirical study: the effects of pricing, earned rewards and promotions on CLV, managing a sequence of contacts to maximize response rates and CLV, and whether CLV can be forecasted sufficiently accurately. We also discuss additional conceptual issues that merit further research.

Suggested Citation

  • Blattberg, Robert C. & Malthouse, Edward C. & Neslin, Scott A., 2009. "Customer Lifetime Value: Empirical Generalizations and Some Conceptual Questions," Journal of Interactive Marketing, Elsevier, vol. 23(2), pages 157-168.
  • Handle: RePEc:eee:joinma:v:23:y:2009:i:2:p:157-168
    DOI: 10.1016/j.intmar.2009.02.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1094996809000358
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.intmar.2009.02.005?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Robert C. Blattberg & Richard Briesch & Edward J. Fox, 1995. "How Promotions Work," Marketing Science, INFORMS, vol. 14(3_supplem), pages 122-132.
    2. Duncan I. Simester & Peng Sun & John N. Tsitsiklis, 2006. "Dynamic Catalog Mailing Policies," Management Science, INFORMS, vol. 52(5), pages 683-696, May.
    3. Gupta, Sunil, 2009. "Customer-Based Valuation," Journal of Interactive Marketing, Elsevier, vol. 23(2), pages 169-178.
    4. Bernhardt, Kenneth L. & Donthu, Naveen & Kennett, Pamela A., 2000. "A Longitudinal Analysis of Satisfaction and Profitability," Journal of Business Research, Elsevier, vol. 47(2), pages 161-171, February.
    5. Deb Campbell & Randy Erdahl & Doug Johnson & Eric Bibelnieks & Michael Haydock & Mark Bullock & Harlan Crowder, 2001. "Optimizing Customer Mail Streams at Fingerhut," Interfaces, INFORMS, vol. 31(1), pages 77-90, February.
    6. Bas Donkers & Peter Verhoef & Martijn Jong, 2007. "Modeling CLV: A test of competing models in the insurance industry," Quantitative Marketing and Economics (QME), Springer, vol. 5(2), pages 163-190, June.
    7. John D. C. Little, 1979. "Feature Article—Aggregate Advertising Models: The State of the Art," Operations Research, INFORMS, vol. 27(4), pages 629-667, August.
    8. Eugene W. Anderson & Claes Fornell & Roland T. Rust, 1997. "Customer Satisfaction, Productivity, and Profitability: Differences Between Goods and Services," Marketing Science, INFORMS, vol. 16(2), pages 129-145.
    9. Boehm, Martin, 2008. "Determining the impact of internet channel use on a customer's lifetime," Journal of Interactive Marketing, Elsevier, vol. 22(3), pages 2-22.
    10. Eric T. Anderson & Duncan I. Simester, 2004. "Long-Run Effects of Promotion Depth on New Versus Established Customers: Three Field Studies," Marketing Science, INFORMS, vol. 23(1), pages 4-20, February.
    11. Ralf Elsner & Manfred Krafft & Arnd Huchzermeier, 2004. "The 2003 ISMS Practice Prize Winner: Optimizing Rhenania's Direct Marketing Business Through Dynamic Multilevel Modeling (DMLM) in a Multicatalog-Brand Environment," Marketing Science, INFORMS, vol. 23(2), pages 192-206, June.
    12. Drèze, Xavier & Bonfrer, André, 2008. "An empirical investigation of the impact of communication timing on customer equity," Journal of Interactive Marketing, Elsevier, vol. 22(1), pages 36-50.
    13. W-K Ching & M K Ng & K-K Wong & E Altman, 2004. "Customer lifetime value: stochastic optimization approach," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(8), pages 860-868, August.
    14. Neslin, Scott A. & Shankar, Venkatesh, 2009. "Key Issues in Multichannel Customer Management: Current Knowledge and Future Directions," Journal of Interactive Marketing, Elsevier, vol. 23(1), pages 70-81.
    15. Malthouse, Edward C. & Derenthal, Kirstin M., 2008. "Improving predictive scoring models through model aggregation," Journal of Interactive Marketing, Elsevier, vol. 22(3), pages 51-68.
    16. Gabriel R. Bitran & Susana V. Mondschein, 1996. "Mailing Decisions in the Catalog Sales Industry," Management Science, INFORMS, vol. 42(9), pages 1364-1381, September.
    17. Ilaria Dalla Pozza & V. Kumar & J. Andrew Petersen & Denish Shah, 2009. "Reversing the logic: the path to profitability through relationship marketing," Post-Print hal-00565471, HAL.
    18. Venky Nagar & Madhav V. Rajan, 2005. "Measuring Customer Relationships: The Case of the Retail Banking Industry," Management Science, INFORMS, vol. 51(6), pages 904-919, June.
    19. Füsun Gönül & Meng Ze Shi, 1998. "Optimal Mailing of Catalogs: A New Methodology Using Estimable Structural Dynamic Programming Models," Management Science, INFORMS, vol. 44(9), pages 1249-1262, September.
    20. Shankar, Venkatesh & Balasubramanian, Sridhar, 2009. "Mobile Marketing: A Synthesis and Prognosis," Journal of Interactive Marketing, Elsevier, vol. 23(2), pages 118-129.
    21. 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.
    22. Roland T. Rust & Peter C. Verhoef, 2005. "Optimizing the Marketing Interventions Mix in Intermediate-Term CRM," Marketing Science, INFORMS, vol. 24(3), pages 477-489, December.
    23. Fader, Peter S. & Hardie, Bruce G.S., 2009. "Probability Models for Customer-Base Analysis," Journal of Interactive Marketing, Elsevier, vol. 23(1), pages 61-69.
    24. Kumar, V. & Pozza, Ilaria Dalla & Petersen, J. Andrew & Shah, Denish, 2009. "Reversing the Logic: The Path to Profitability through Relationship Marketing," Journal of Interactive Marketing, Elsevier, vol. 23(2), pages 147-156.
    25. Reinartz, Werner & Thomas, Jacquelyn S. & Bascoul, Ganaël, 2008. "Investigating cross-buying and customer loyalty," Journal of Interactive Marketing, Elsevier, vol. 22(1), pages 5-20.
    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. Verhoef, Peter C. & Venkatesan, Rajkumar & McAlister, Leigh & Malthouse, Edward C. & Krafft, Manfred & Ganesan, Shankar, 2010. "CRM in Data-Rich Multichannel Retailing Environments: A Review and Future Research Directions," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 121-137.
    2. Sunil Gupta & Valarie Zeithaml, 2006. "Customer Metrics and Their Impact on Financial Performance," Marketing Science, INFORMS, vol. 25(6), pages 718-739, 11-12.
    3. Roland T. Rust & Tuck Siong Chung, 2006. "Marketing Models of Service and Relationships," Marketing Science, INFORMS, vol. 25(6), pages 560-580, 11-12.
    4. Lee, Hyoung-joo & Shin, Hyunjung & Hwang, Seong-seob & Cho, Sungzoon & MacLachlan, Douglas, 2010. "Semi-Supervised Response Modeling," Journal of Interactive Marketing, Elsevier, vol. 24(1), pages 42-54.
    5. Risselada, Hans & Verhoef, Peter C. & Bijmolt, Tammo H.A., 2010. "Staying Power of Churn Prediction Models," Journal of Interactive Marketing, Elsevier, vol. 24(3), pages 198-208.
    6. Giuliano Tirenni & Abderrahim Labbi & Cesar Berrospi & André Elisseeff & Timir Bhose & Kari Pauro & Seppo Pöyhönen, 2007. "—Customer Equity and Lifetime Management (CELM) Finnair Case Study," Marketing Science, INFORMS, vol. 26(4), pages 553-565, 07-08.
    7. George, Morris & Kumar, V. & Grewal, Dhruv, 2013. "Maximizing Profits for a Multi-Category Catalog Retailer," Journal of Retailing, Elsevier, vol. 89(4), pages 374-396.
    8. Kumar, V. & Pozza, Ilaria Dalla & Petersen, J. Andrew & Shah, Denish, 2009. "Reversing the Logic: The Path to Profitability through Relationship Marketing," Journal of Interactive Marketing, Elsevier, vol. 23(2), pages 147-156.
    9. Patrick Winter & Paul Alpar, 2018. "On the relationship between print and mobile channels for newspapers," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(1), pages 79-92, February.
    10. Mercedes Esteban-Bravo & Jose M. Vidal-Sanz & Gökhan Yildirim, 2014. "Valuing Customer Portfolios with Endogenous Mass and Direct Marketing Interventions Using a Stochastic Dynamic Programming Decomposition," Marketing Science, INFORMS, vol. 33(5), pages 621-640, September.
    11. 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.
    12. Romana Khan & Michael Lewis & Vishal Singh, 2009. "Dynamic Customer Management and the Value of One-to-One Marketing," Marketing Science, INFORMS, vol. 28(6), pages 1063-1079, 11-12.
    13. Roland T. Rust & Ming-Hui Huang, 2014. "The Service Revolution and the Transformation of Marketing Science," Marketing Science, INFORMS, vol. 33(2), pages 206-221, March.
    14. Malthouse, Edward C. & Raman, Kalyan, 2013. "The Geometric Law of Annual Halving," Journal of Interactive Marketing, Elsevier, vol. 27(1), pages 28-35.
    15. Sarkar, Mainak & De Bruyn, Arnaud, 2021. "LSTM Response Models for Direct Marketing Analytics: Replacing Feature Engineering with Deep Learning," Journal of Interactive Marketing, Elsevier, vol. 53(C), pages 80-95.
    16. Fader, Peter S. & Hardie, Bruce G.S., 2009. "Probability Models for Customer-Base Analysis," Journal of Interactive Marketing, Elsevier, vol. 23(1), pages 61-69.
    17. Roland T. Rust & Peter C. Verhoef, 2005. "Optimizing the Marketing Interventions Mix in Intermediate-Term CRM," Marketing Science, INFORMS, vol. 24(3), pages 477-489, December.
    18. 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.
    19. 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.
    20. Durango-Cohen, Elizabeth J., 2013. "Modeling contribution behavior in fundraising: Segmentation analysis for a public broadcasting station," European Journal of Operational Research, Elsevier, vol. 227(3), pages 538-551.

    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:eee:joinma:v:23:y:2009:i:2:p:157-168. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/journal-of-interactive-marketing/ .

    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.