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When do loyalty programs work? The moderating role of design, retailer-strategy, and country characteristics

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  • Bombaij, Nick J.F.
  • Dekimpe, Marnik G.

Abstract

Many grocery retailers carry a loyalty program (LP). However, little is known under what conditions these programs are more or less effective. We provide a contingency framework that considers various design, retailer, and country characteristics that can moderate an LP's impact on a retailer's sales productivity. We test the framework across a large sample of 358 grocery banners from a broad cross-section of 27 western and eastern European countries. We find a positive effect of the more basic LP variant that offers direct and immediate rewards. This positive effect, however, disappears when retailers operate a more complex progressive-reward system and when they are part of a multivendor program. An LP's impact also differs between retailers and countries: it is lower when operated by discounters, and higher in countries that are more individualistic and long-term oriented, and where fewer competitors also carry a loyalty program.

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  • 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.
    • Handle: RePEc:eee:ijrema:v:37:y:2020:i:1:p:175-195
    DOI: 10.1016/j.ijresmar.2019.07.003
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    1. Joshua D. Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 3-30, Spring.
    2. Demoulin, Nathalie T.M. & Zidda, Pietro, 2009. "Drivers of Customers’ Adoption and Adoption Timing of a New Loyalty Card in the Grocery Retail Market," Journal of Retailing, Elsevier, vol. 85(3), pages 391-405.
    3. Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-362, March.
    4. Minnema, Alec & Bijmolt, Tammo H.A. & Non, Mariёlle C., 2017. "The impact of instant reward programs and bonus premiums on consumer purchase behavior," International Journal of Research in Marketing, Elsevier, vol. 34(1), pages 194-211.
    5. Lim, Leon Gim & Tuli, Kapil R. & Dekimpe, Marnik G., 2018. "Investors' evaluations of price-increase preannouncements," International Journal of Research in Marketing, Elsevier, vol. 35(3), pages 359-377.
    6. Vroegrijk, Mark & Gijsbrechts, Els & Campo, Katia, 2016. "Battling for the Household's Category Buck: Can Economy Private Labels Defend Supermarkets Against the Hard-Discounter Threat?," Journal of Retailing, Elsevier, vol. 92(3), pages 300-318.
    7. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(2), pages 238-249, April.
    8. ter Braak, Anne & Geyskens, Inge & Dekimpe, Marnik G., 2014. "Taking private labels upmarket: Empirical generalizations on category drivers of premium private label introductions," Journal of Retailing, Elsevier, vol. 90(2), pages 125-140.
    9. Matilda Dorotic & Dennis Fok & Peter Verhoef & Tammo Bijmolt, 2011. "Do vendors benefit from promotions in a multi-vendor loyalty program?," Marketing Letters, Springer, vol. 22(4), pages 341-356, November.
    10. Jan-Benedict E. M. Steenkamp & Inge Geyskens, 2014. "Manufacturer and Retailer Strategies to Impact Store Brand Share: Global Integration, Local Adaptation, and Worldwide Learning," Marketing Science, INFORMS, vol. 33(1), pages 6-26, January.
    11. Ran Kivetz, 2005. "Promotion Reactance: The Role of Effort-Reward Congruity," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 31(4), pages 725-736, March.
    12. 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.
    13. 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.
    14. Joseph C. Nunes & Xavier Drze, 2006. "The Endowed Progress Effect: How Artificial Advancement Increases Effort," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 32(4), pages 504-512, March.
    15. Gauri, Dinesh K., 2013. "Benchmarking Retail Productivity Considering Retail Pricing and Format Strategy," Journal of Retailing, Elsevier, vol. 89(1), pages 1-14.
    16. Francis Vella, 1998. "Estimating Models with Sample Selection Bias: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 127-169.
    17. Gauri, Dinesh Kumar & Trivedi, Minakshi & Grewal, Dhruv, 2008. "Understanding the Determinants of Retail Strategy: An Empirical Analysis," Journal of Retailing, Elsevier, vol. 84(3), pages 256-267.
    18. 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.
    19. 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.
    20. Marnik G. Dekimpe & Dominique M. Hanssens, 1995. "The Persistence of Marketing Effects on Sales," Marketing Science, INFORMS, vol. 14(1), pages 1-21.
    21. 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.
    22. Schumann, Jan H. & Wünderlich, Nancy V. & Evanschitzky, Heiner, 2014. "Spillover Effects of Service Failures in Coalition Loyalty Programs: The Buffering Effect of Special Treatment Benefits," Journal of Retailing, Elsevier, vol. 90(1), pages 111-118.
    23. Leenheer, Jorna & Bijmolt, Tammo H.A., 2008. "Which retailers adopt a loyalty program? An empirical study," Journal of Retailing and Consumer Services, Elsevier, vol. 15(6), pages 429-442.
    24. Steyn, Peter & Pitt, Leyland & Strasheim, Arien & Boshoff, Christo & Abratt, Russell, 2010. "A cross-cultural study of the perceived benefits of a retailer loyalty scheme in Asia," Journal of Retailing and Consumer Services, Elsevier, vol. 17(5), pages 355-373.
    25. 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.
    26. Bijmolt, Tammo H. A. & Dorotic, Matilda & Verhoef, Peter C., 2011. "Loyalty Programs: Generalizations on Their Adoption, Effectiveness and Design," Foundations and Trends(R) in Marketing, now publishers, vol. 5(4), pages 197-258, November.
    27. Yanwen Wang & Michael Lewis & Cynthia Cryder & Jim Sprigg, 2016. "Enduring Effects of Goal Achievement and Failure Within Customer Loyalty Programs: A Large-Scale Field Experiment," Marketing Science, INFORMS, vol. 35(4), pages 565-575, July.
    28. Sande, Jon Bingen & Ghosh, Mrinal, 2018. "Endogeneity in survey research," International Journal of Research in Marketing, Elsevier, vol. 35(2), pages 185-204.
    29. Lars Meyer-Waarden & Christophe Benavent, 2009. "Grocery retail loyalty program effects: self-selection or purchase behavior change?," Post-Print hal-01913030, HAL.
    30. Sungho Park & Sachin Gupta, 2012. "Handling Endogenous Regressors by Joint Estimation Using Copulas," Marketing Science, INFORMS, vol. 31(4), pages 567-586, July.
    31. Gijsbrechts, Els & Campo, Katia & Vroegrijk, Mark, 2018. "Save or (over-)spend? The impact of hard-discounter shopping on consumers' grocery outlay," International Journal of Research in Marketing, Elsevier, vol. 35(2), pages 270-288.
    32. Lena Steinhoff & Robert W. Palmatier, 2016. "Understanding loyalty program effectiveness: managing target and bystander effects," Journal of the Academy of Marketing Science, Springer, vol. 44(1), pages 88-107, January.
    33. Paul W. Dobson & Michael Waterson & Stephen W. Davies, 2003. "The Patterns and Implications of Increasing Concentration in European Food Retailing," Journal of Agricultural Economics, Wiley Blackwell, vol. 54(1), pages 111-125, March.
    34. Anthony D. Miyazaki & Dhruv Grewal & Ronald C. Goodstein, 2005. "The Effect of Multiple Extrinsic Cues on Quality Perceptions: A Matter of Consistency," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 32(1), pages 146-153, June.
    35. James J. Heckman, 2000. "Causal Parameters and Policy Analysis in Economics: A Twentieth Century Retrospective," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(1), pages 45-97.
    36. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
    37. Gielens, Katrijn & Gijsbrechts, Els & Dekimpe, Marnik G., 2014. "Gains and losses of exclusivity in grocery retailing," International Journal of Research in Marketing, Elsevier, vol. 31(3), pages 239-252.
    38. Kumar, V. & Karande, Kiran, 2000. "The Effect of Retail Store Environment on Retailer Performance," Journal of Business Research, Elsevier, vol. 49(2), pages 167-181, August.
    39. Rajiv Lal & Ram Rao, 1997. "Supermarket Competition: The Case of Every Day Low Pricing," Marketing Science, INFORMS, vol. 16(1), pages 60-80.
    40. Kivetz, Ran & Simonson, Itamar, 2003. "The Role of Effort Advantage in Consumer Response to Loyalty Programs: The Idiosyncratic Fit Heuristic," Research Papers 1738r, Stanford University, Graduate School of Business.
    41. 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.
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    Cited by:

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    5. Bombaij, Nick, 2021. "Effectiveness of loyalty programs," Other publications TiSEM 095c506d-5b5c-4ea3-9b41-a, Tilburg University, School of Economics and Management.
    6. Matilda Dorotic & Dennis Fok & Peter C. Verhoef & Tammo H. A. Bijmolt, 2021. "Synergistic and cannibalization effects in a partnership loyalty program," Journal of the Academy of Marketing Science, Springer, vol. 49(5), pages 1021-1042, September.
    7. 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.
    8. Afonso Vieira, Valter & Agnihotri, Raj & de Almeida, Marcos Inácio Severo & Lopes, Evandro Luiz, 2022. "How cashback strategies yield financial benefits for retailers: The mediating role of consumers’ program loyalty," Journal of Business Research, Elsevier, vol. 141(C), pages 200-212.
    9. Aghaie, Sina & Javadinia, Amir & Mirahmad, Hooman & Janani, Saeed, 2022. "How incumbents’ response strategy impacts rivals’ market exit timing?," Journal of Business Research, Elsevier, vol. 146(C), pages 251-263.
    10. Horst Treiblmaier & Elena Petrozhitskaya, 2023. "Is it time for marketing to reappraise B2C relationship management? The emergence of a new loyalty paradigm through blockchain technology," Post-Print hal-04521356, HAL.
    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. Treiblmaier, Horst & Petrozhitskaya, Elena, 2023. "Is it time for marketing to reappraise B2C relationship management? The emergence of a new loyalty paradigm through blockchain technology," Journal of Business Research, Elsevier, vol. 159(C).
    13. Abolghasem Ebrahimi & Kazem Askarifar & Amin Nikbakht, 2024. "Designing and evaluating insurance customer loyalty programs for different customer groups based on their lifetime value," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 29(3), pages 808-825, September.
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    16. 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.

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