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Strategic pricing and quality discrimination in presence of different customer incentive programs

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  • Wang, Xu
  • Du, Siyu

Abstract

By leveraging consumers’ historical data, firms can implement price discrimination based on individual characteristics. However, beyond mere price differentiation, firms may also employ quality discrimination as a means to either retain old customers or attract new ones, which we call customer incentive programs. Therefore, this study investigates the impact of different customer incentive programs on firms’ decisions, profits, and consumer surplus. Our findings reveal several key insights. First, contrary to conventional wisdom, firms may simultaneously offer lower prices and quality-improved products to new customers. Second, we discover that rewarding old customers is suboptimal for firms. When consumer patience is sufficiently high, foregoing quality discrimination emerges as a more advantageous method. Conversely, in scenarios where consumer patience is limited, rewarding new customers becomes the preferable option. Finally, permitting firms to utilize consumer data under specific conditions may be more beneficial for consumers overall from a policymaker’s perspective. However, firms might strategically choose to remain ignorant, opting not to utilize this data even when permitted. This paper provides valuable insights and recommendations for designing firms’ customer incentive programs and government data compliance policies.

Suggested Citation

  • Wang, Xu & Du, Siyu, 2025. "Strategic pricing and quality discrimination in presence of different customer incentive programs," Omega, Elsevier, vol. 137(C).
  • Handle: RePEc:eee:jomega:v:137:y:2025:i:c:s0305048325000623
    DOI: 10.1016/j.omega.2025.103336
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    as
    1. 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.
    2. Bing Jing, 2017. "Behavior-Based Pricing, Production Efficiency, and Quality Differentiation," Management Science, INFORMS, vol. 63(7), pages 2365-2376, July.
    3. Byung-Do Kim & Mengze Shi & Kannan Srinivasan, 2001. "Reward Programs and Tacit Collusion," Marketing Science, INFORMS, vol. 20(2), pages 99-120, June.
    4. Chen, Yuxin & Zhang, Z. John, 2009. "Dynamic targeted pricing with strategic consumers," International Journal of Industrial Organization, Elsevier, vol. 27(1), pages 43-50, January.
    5. Albert Ha & Xiaoyang Long & Javad Nasiry, 2016. "Quality in Supply Chain Encroachment," Manufacturing & Service Operations Management, INFORMS, vol. 18(2), pages 280-298, May.
    6. Tianxin Zou & Bo Zhou & Baojun Jiang, 2020. "Product-Line Design in the Presence of Consumers’ Anticipated Regret," Management Science, INFORMS, vol. 66(12), pages 5665-5682, December.
    7. J. Miguel Villas-Boas, 2004. "Communication Strategies and Product Line Design," Marketing Science, INFORMS, vol. 23(3), pages 304-316, January.
    8. Jaskold Gabszewicz, J. & Thisse, J. -F., 1979. "Price competition, quality and income disparities," Journal of Economic Theory, Elsevier, vol. 20(3), pages 340-359, June.
    9. Liang Guo & Juanjuan Zhang, 2012. "Consumer Deliberation and Product Line Design," Marketing Science, INFORMS, vol. 31(6), pages 995-1007, November.
    10. Heike M. Wolters & Christian Schulze & Karen Gedenk, 2020. "Referral Reward Size and New Customer Profitability," Marketing Science, INFORMS, vol. 39(6), pages 1166-1180, November.
    11. Bin Shen & Yifan Cao & Xiaoyan Xu, 2020. "Product line design and quality differentiation for green and non-green products in a supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 58(1), pages 148-164, January.
    12. Vidyanand Choudhary & Anindya Ghose & Tridas Mukhopadhyay & Uday Rajan, 2005. "Personalized Pricing and Quality Differentiation," Management Science, INFORMS, vol. 51(7), pages 1120-1130, July.
    13. Drew Fudenberg & Jean Tirole, 2000. "Customer Poaching and Brand Switching," RAND Journal of Economics, The RAND Corporation, vol. 31(4), pages 634-657, Winter.
    14. Zhang, Yingdan & Yang, Ruina & Yi, Zelong & Yao, Shiqing & Jing, Yiheng, 2023. "Behavior-Based pricing under asymmetric channel competition with strategic consumers," Omega, Elsevier, vol. 120(C).
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. Avner Shaked & John Sutton, 1982. "Relaxing Price Competition Through Product Differentiation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(1), pages 3-13.
    20. Krista J. Li, 2021. "Behavior-Based Quality Discrimination," Manufacturing & Service Operations Management, INFORMS, vol. 23(2), pages 425-436, March.
    21. 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).
    22. Zelin Zhang & Kissan Joseph & Ramanathan Subramaniam, 2015. "Probabilistic Selling in Quality-Differentiated Markets," Management Science, INFORMS, vol. 61(8), pages 1959-1977, August.
    23. Mussa, Michael & Rosen, Sherwin, 1978. "Monopoly and product quality," Journal of Economic Theory, Elsevier, vol. 18(2), pages 301-317, August.
    24. J. Miguel Villas-Boas, 1999. "Dynamic Competition with Customer Recognition," RAND Journal of Economics, The RAND Corporation, vol. 30(4), pages 604-631, Winter.
    25. Xiao, Yujie & Niu, Wenju & Zhang, Lianmin & Xue, Weili, 2023. "Store brand introduction in a dual-channel supply chain: The roles of quality differentiation and power structure," Omega, Elsevier, vol. 116(C).
    26. Jingyan Li & Xiang Ji & Sandun C. Perera, 2024. "Behaviour-based pricing for multi-version information goods," International Journal of Production Research, Taylor & Francis Journals, vol. 62(14), pages 5185-5210, July.
    27. Pengyu Chen & He Xu & Yongquan Li & Li Zeng, 2017. "Joint product variety, pricing and scheduling decisions in a flexible facility," International Journal of Production Research, Taylor & Francis Journals, vol. 55(2), pages 606-620, January.
    28. Martin Natter & Ana-Marija Ozimec & Ju-Young Kim, 2015. "Practice Prize Winner—ECO: Entega’s Profitable New Customer Acquisition on Online Price Comparison Sites," Marketing Science, INFORMS, vol. 34(6), pages 789-803, November.
    29. Serguei Netessine & Terry A. Taylor, 2007. "Product Line Design and Production Technology," Marketing Science, INFORMS, vol. 26(1), pages 101-117, 01-02.
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