IDEAS home Printed from https://ideas.repec.org/a/eee/proeco/v193y2017icp352-364.html
   My bibliography  Save this article

Modeling reward expiry for loyalty programs in a competitive market

Author

Listed:
  • Bazargan, Amirhossein
  • Karray, Salma
  • Zolfaghari, Saeed

Abstract

This paper investigates reward expiry for loyalty programs. It provides insights into the profitability of setting reward expiry for competing firms and identifies conditions under which such a policy would be beneficial. We develop and solve a game-theoretic model that reflects consumer behavior in choosing products and redeeming rewards. Applying a new iterative algorithm, we get the Nash equilibrium outputs for three scenarios (games): (1) neither firm sets an expiry date, (2) both firms set an expiry date, and (3) only one firm sets an expiry date. Comparison of the firms' profits across scenarios shows that the firms' prices and profits are affected by the loyalty program of the competing firm and by consumers' valuation of rewards and of time to rewards. In particular, a firm offering rewards that do not expire should increase its price if the competing firm changes its reward policy from no expiry to expiry, even when the expiry period is quite long. Finally, when customers highly value rewards and time, reward expiry is a dominant strategy for both firms. This means that firms would benefit from setting expiry on their loyalty rewards only if their customers highly value both rewards and time. Alternatively, both firms' rewards should not expire if consumers have low valuations of both rewards and time.

Suggested Citation

  • Bazargan, Amirhossein & Karray, Salma & Zolfaghari, Saeed, 2017. "Modeling reward expiry for loyalty programs in a competitive market," International Journal of Production Economics, Elsevier, vol. 193(C), pages 352-364.
  • Handle: RePEc:eee:proeco:v:193:y:2017:i:c:p:352-364
    DOI: 10.1016/j.ijpe.2017.08.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0925527317302438
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ijpe.2017.08.001?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. Wesley Hartmann & V. Viard, 2008. "Do frequency reward programs create switching costs? A dynamic structural analysis of demand in a reward program," Quantitative Marketing and Economics (QME), Springer, vol. 6(2), pages 109-137, June.
    2. Byung-Do Kim & Mengze Shi & Kannan Srinivasan, 2001. "Reward Programs and Tacit Collusion," Marketing Science, INFORMS, vol. 20(2), pages 99-120, June.
    3. Buckinx, Wouter & Van den Poel, Dirk, 2005. "Customer base analysis: partial defection of behaviourally loyal clients in a non-contractual FMCG retail setting," European Journal of Operational Research, Elsevier, vol. 164(1), pages 252-268, July.
    4. Jones, Michael A. & Reynolds, Kristy E. & Arnold, Mark J., 2006. "Hedonic and utilitarian shopping value: Investigating differential effects on retail outcomes," Journal of Business Research, Elsevier, vol. 59(9), pages 974-981, September.
    5. Paul Klemperer, 1995. "Competition when Consumers have Switching Costs: An Overview with Applications to Industrial Organization, Macroeconomics, and International Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 515-539.
    6. Xavier Drèze & Joseph C. Nunes, 2009. "Feeling Superior: The Impact of Loyalty Program Structure on Consumers' Perceptions of Status," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 35(6), pages 890-905, April.
    7. Meissner, Joern & Strauss, Arne, 2012. "Network revenue management with inventory-sensitive bid prices and customer choice," European Journal of Operational Research, Elsevier, vol. 216(2), pages 459-468.
    8. Richard H. Thaler, 2008. "Mental Accounting and Consumer Choice," Marketing Science, INFORMS, vol. 27(1), pages 15-25, 01-02.
    9. Simon P. Anderson & André De Palma & Jacques-François Thisse, 1989. "Demand for Differentiated Products, Discrete Choice Models, and the Characteristics Approach," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 56(1), pages 21-35.
    10. repec:ulb:ulbeco:2013/1759 is not listed on IDEAS
    11. de Palma, A, et al, 1985. "The Principle of Minimum Differentiation Holds under Sufficient Heterogeneity," Econometrica, Econometric Society, vol. 53(4), pages 767-781, July.
    12. Qian Liu & Garrett van Ryzin, 2008. "On the Choice-Based Linear Programming Model for Network Revenue Management," Manufacturing & Service Operations Management, INFORMS, vol. 10(2), pages 288-310, October.
    13. Rajiv Lal & David Bell, 2003. "The Impact of Frequent Shopper Programs in Grocery Retailing," Quantitative Marketing and Economics (QME), Springer, vol. 1(2), pages 179-202, June.
    14. Els Breugelmans & Tammo Bijmolt & Jie Zhang & Leonardo Basso & Matilda Dorotic & Praveen Kopalle & Alec Minnema & Willem Mijnlieff & Nancy Wünderlich, 2015. "Advancing research on loyalty programs: a future research agenda," Marketing Letters, Springer, vol. 26(2), pages 127-139, June.
    15. Aîda Mimouni-Chaabane & Pierre Volle, 2010. "Perceived Benefits of Loyalty Programs: Scale Development and Implications for Relational Strategies," Post-Print halshs-00638594, HAL.
    16. Li, Suhong & Ragu-Nathan, Bhanu & Ragu-Nathan, T.S. & Subba Rao, S., 2006. "The impact of supply chain management practices on competitive advantage and organizational performance," Omega, Elsevier, vol. 34(2), pages 107-124, April.
    17. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387.
    18. David Besanko & Wayne L. Winston, 1990. "Optimal Price Skimming by a Monopolist Facing Rational Consumers," Management Science, INFORMS, vol. 36(5), pages 555-567, May.
    19. Ran Kivetz & Oleg Urminsky & Yuhuang Zheng, 2006. "The Goal-Gradient Hypothesis Resurrected: Purchase Acceleration, Illusionary Goal Progress, and Customer Retention," Natural Field Experiments 00658, The Field Experiments Website.
    20. Garrett van Ryzin & Gustavo Vulcano, 2008. "Computing Virtual Nesting Controls for Network Revenue Management Under Customer Choice Behavior," Manufacturing & Service Operations Management, INFORMS, vol. 10(3), pages 448-467, October.
    21. Dorotic, Matilda & Verhoef, Peter C. & Fok, Dennis & Bijmolt, Tammo H.A., 2014. "Reward redemption effects in a loyalty program when customers choose how much and when to redeem," International Journal of Research in Marketing, Elsevier, vol. 31(4), pages 339-355.
    22. repec:dau:papers:123456789/1603 is not listed on IDEAS
    23. Mimouni-Chaabane, Aîda & Volle, Pierre, 2010. "Perceived benefits of loyalty programs: Scale development and implications for relational strategies," Journal of Business Research, Elsevier, vol. 63(1), pages 32-37, January.
    24. Siddharth S. Singh & Dipak C. Jain & Trichy V. Krishnan, 2008. "Research Note--Customer Loyalty Programs: Are They Profitable?," Management Science, INFORMS, vol. 54(6), pages 1205-1211, June.
    25. Van den Poel, Dirk & Lariviere, Bart, 2004. "Customer attrition analysis for financial services using proportional hazard models," European Journal of Operational Research, Elsevier, vol. 157(1), pages 196-217, August.
    26. Paat Rusmevichientong & David Shmoys & Chaoxu Tong & Huseyin Topaloglu, 2014. "Assortment Optimization under the Multinomial Logit Model with Random Choice Parameters," Production and Operations Management, Production and Operations Management Society, vol. 23(11), pages 2023-2039, November.
    27. Paul Klemperer, 1987. "The Competitiveness of Markets with Switching Costs," RAND Journal of Economics, The RAND Corporation, vol. 18(1), pages 138-150, Spring.
    28. Gandomi, A. & Zolfaghari, S., 2013. "Profitability of loyalty reward programs: An analytical investigation," Omega, Elsevier, vol. 41(4), pages 797-807.
    29. Noble, Stephanie M. & Esmark, Carol L. & Noble, Charles H., 2014. "Accumulation versus instant loyalty programs: The influence of controlling policies on customers' commitments," Journal of Business Research, Elsevier, vol. 67(3), pages 361-368.
    30. Caminal, Ramon & Matutes, Carmen, 1990. "Endogenous switching costs in a duopoly model," International Journal of Industrial Organization, Elsevier, vol. 8(3), pages 353-373, September.
    31. Praveen K. Kopalle & Yacheng Sun & Scott A. Neslin & Baohong Sun & Vanitha Swaminathan, 2012. "The Joint Sales Impact of Frequency Reward and Customer Tier Components of Loyalty Programs," Marketing Science, INFORMS, vol. 31(2), pages 216-235, March.
    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. Nishio, Kazuki & Hoshino, Takahiro, 2022. "Joint modeling of effects of customer tier program on customer purchase duration and purchase amount," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    2. Oleksandr Dorokhov & Liudmyla Dorokhova & Milica Delibasic & Justas Streimikis, 2017. "Consumer Behavior Modeling - Fuzzy Logic Model for Air Purifiers Choosing," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 13(4), pages 61-77.
    3. Amir Gandomi & Amirhossein Bazargan & Saeed Zolfaghari, 2019. "Designing competitive loyalty programs: a stochastic game-theoretic model to guide the choice of reward structure," Annals of Operations Research, Springer, vol. 280(1), pages 267-298, September.
    4. Amirhossein Bazargan & Salma Karray & Saeed Zolfaghari, 2021. "Can restrictions on redemption timing boost profitability of loyalty programs in competitive environments?," Computational Management Science, Springer, vol. 18(1), pages 99-124, January.
    5. Bayuaji Prasetyo & Areo, Adebowale Biodun & Omotayo, Vincent Adewale, 2020. "Board Attributes And Quality Of Financial Reporting In Nigerian Companies: An Empirical Evidence," Malaysian E Commerce Journal (MECJ), Zibeline International Publishing, vol. 4(2), pages 33-38:4, May.

    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. Bazargan, Amirhossein & Karray, Salma & Zolfaghari, Saeed, 2018. "‘Buy n times, get one free’ loyalty cards: Are they profitable for competing firms? A game theoretic analysis," European Journal of Operational Research, Elsevier, vol. 265(2), pages 621-630.
    2. Chen, Yanyan & Mandler, Timo & Meyer-Waarden, Lars, 2021. "Three decades of research on loyalty programs: A literature review and future research agenda," Journal of Business Research, Elsevier, vol. 124(C), pages 179-197.
    3. Amirhossein Bazargan & Salma Karray & Saeed Zolfaghari, 2021. "Can restrictions on redemption timing boost profitability of loyalty programs in competitive environments?," Computational Management Science, Springer, vol. 18(1), pages 99-124, January.
    4. Alina Nastasoiu & Neil T. Bendle & Charan K. Bagga & Mark Vandenbosch & Salvador Navarro, 2021. "Separating customer heterogeneity, points pressure and rewarded behavior to assess a retail loyalty program," Journal of the Academy of Marketing Science, Springer, vol. 49(6), pages 1132-1150, November.
    5. Amir Gandomi & Amirhossein Bazargan & Saeed Zolfaghari, 2019. "Designing competitive loyalty programs: a stochastic game-theoretic model to guide the choice of reward structure," Annals of Operations Research, Springer, vol. 280(1), pages 267-298, September.
    6. A. Yeşim Orhun & Tong Guo & Andreas Hagemann, 2022. "Reaching for Gold: Frequent-Flyer Status Incentives and Moral Hazard," Marketing Science, INFORMS, vol. 41(3), pages 548-574, May.
    7. Malika Chaudhuri & Clay M. Voorhees & Jonathan M. Beck, 2019. "The effects of loyalty program introduction and design on short- and long-term sales and gross profits," Journal of the Academy of Marketing Science, Springer, vol. 47(4), pages 640-658, July.
    8. Steinhoff, Lena & Zondag, Marcellis M., 2021. "Loyalty programs as travel companions: Complementary service features across customer journey stages," Journal of Business Research, Elsevier, vol. 129(C), pages 70-82.
    9. Gandomi, A. & Zolfaghari, S., 2013. "Profitability of loyalty reward programs: An analytical investigation," Omega, Elsevier, vol. 41(4), pages 797-807.
    10. Dorotic, Matilda & Verhoef, Peter C. & Fok, Dennis & Bijmolt, Tammo H.A., 2014. "Reward redemption effects in a loyalty program when customers choose how much and when to redeem," International Journal of Research in Marketing, Elsevier, vol. 31(4), pages 339-355.
    11. Bies, Suzanne M.T.A. & Bronnenberg, Bart J. & Gijsbrechts, Els, 2021. "How push messaging impacts consumer spending and reward redemption in store-loyalty programs," International Journal of Research in Marketing, Elsevier, vol. 38(4), pages 877-899.
    12. Bies, Suzanne, 2022. "Examining the effectiveness of activation techniques on consumer behavior in temporary loyalty programs," Other publications TiSEM ade86df3-4846-4318-938f-a, Tilburg University, School of Economics and Management.
    13. Andrew T. Ching & Masakazu Ishihara, 2018. "Identification of Dynamic Models of Rewards Programme," The Japanese Economic Review, Japanese Economic Association, vol. 69(3), pages 306-323, September.
    14. Jisu J. Kim & Lena Steinhoff & Robert W. Palmatier, 2021. "An emerging theory of loyalty program dynamics," Journal of the Academy of Marketing Science, Springer, vol. 49(1), pages 71-95, January.
    15. Nishio, Kazuki & Hoshino, Takahiro, 2022. "Joint modeling of effects of customer tier program on customer purchase duration and purchase amount," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    16. Mengze Shi, 2013. "A theoretical analysis of endogenous and exogenous switching costs," Quantitative Marketing and Economics (QME), Springer, vol. 11(2), pages 205-230, June.
    17. Septianto, Felix & An, Jake & Chiew, Tung Moi & Paramita, Widya & Tanudharma, Istiharini, 2019. "The similar versus divergent effects of pride and happiness on the effectiveness of loyalty programs," Journal of Business Research, Elsevier, vol. 99(C), pages 12-22.
    18. Bombaij, Nick, 2021. "Effectiveness of loyalty programs," Other publications TiSEM 095c506d-5b5c-4ea3-9b41-a, Tilburg University, School of Economics and Management.
    19. Bombaij, Nick J.F. & Dekimpe, Marnik G., 2020. "When do loyalty programs work? The moderating role of design, retailer-strategy, and country characteristics," International Journal of Research in Marketing, Elsevier, vol. 37(1), pages 175-195.
    20. Alex Belli & Anne-Maree O’Rourke & François A. Carrillat & Ljubomir Pupovac & Valentyna Melnyk & Ekaterina Napolova, 2022. "40 years of loyalty programs: how effective are they? Generalizations from a meta-analysis," Journal of the Academy of Marketing Science, Springer, vol. 50(1), pages 147-173, January.

    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:proeco:v:193:y:2017:i:c:p:352-364. 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: http://www.elsevier.com/locate/ijpe .

    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.