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Personalized pricing when consumers can purchase multiple items

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  • Qiuyu Lu
  • Noriaki Matsushima

Abstract

We discuss the effect of personalized pricing on profits and welfare in a Hotelling model in which consumers can simultaneously purchase from both firms. We have the following results. If the additional gain from the second purchase (henceforth, the additional gain) is small, personalized pricing improves consumer welfare but harms firms' profits. If the additional gain is intermediate, personalized pricing improves consumer welfare and firms' profits. Finally, if the additional gain is large, personalized pricing improves firms' profits but harms consumer welfare. The latter results contrast with that under the single-unit purchase assumption in the literature: personalized pricing improves consumer welfare but harms firms' profits. We extend the model by assuming that firms can endogenously choose one of the pricing policies: uniform or personalized pricing. We show that both firms choose personalized pricing in any case and uniform pricing under some parameters; multiple equilibria can co-exist in those parameters. Our results imply that when we discuss the impact of personalized pricing on profits and welfare, we need to consider the propensity of consumers' multistore shopping.

Suggested Citation

  • Qiuyu Lu & Noriaki Matsushima, 2022. "Personalized pricing when consumers can purchase multiple items," ISER Discussion Paper 1192r, Institute of Social and Economic Research, The University of Osaka, revised Feb 2023.
  • Handle: RePEc:dpr:wpaper:1192r
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    1. Bruno Jullien & Markus Reisinger & Patrick Rey, 2023. "Personalized Pricing and Distribution Strategies," Management Science, INFORMS, vol. 69(3), pages 1687-1702, March.
    2. John C. Harsanyi & Reinhard Selten, 1988. "A General Theory of Equilibrium Selection in Games," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262582384, December.
    3. Zhijun Chen & Chongwoo Choe & Jiajia Cong & Noriaki Matsushima, 2022. "Data‐driven mergers and personalization," RAND Journal of Economics, RAND Corporation, vol. 53(1), pages 3-31, March.
    4. Perloff, Jeffrey M & Salop, Steven, 1984. "Equilibrium with product differentiation," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt4cq0m6s3, Department of Agricultural & Resource Economics, UC Berkeley.
    5. Choe, Chongwoo & Matsushima, Noriaki & Tremblay, Mark J., 2022. "Behavior-based personalized pricing: When firms can share customer information," International Journal of Industrial Organization, Elsevier, vol. 82(C).
    6. Hyunho Kim & Konstantinos Serfes, 2006. "A Location Model With Preference For Variety," Journal of Industrial Economics, Wiley Blackwell, vol. 54(4), pages 569-595, December.
    7. Qihong Liu & Konstantinos Serfes, 2013. "Price Discrimination in Two‐Sided Markets," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 22(4), pages 768-786, December.
    8. Greg Shaffer & Z. John Zhang, 2002. "Competitive One-to-One Promotions," Management Science, INFORMS, vol. 48(9), pages 1143-1160, September.
    9. Andrew Rhodes & Jidong Zhou, 2024. "Personalized Pricing and Competition," American Economic Review, American Economic Association, vol. 114(7), pages 2141-2170, July.
    10. van Damme, Eric & Hurkens, Sjaak, 2004. "Endogenous price leadership," Games and Economic Behavior, Elsevier, vol. 47(2), pages 404-420, May.
    11. Didier Laussel & Joana Resende, 2022. "When Is Product Personalization Profit-Enhancing? A Behavior-Based Discrimination Model," Management Science, INFORMS, vol. 68(12), pages 8872-8888, December.
    12. Qiuyu Lu & Noriaki Matsushima, 2024. "Personalized Pricing When Consumers Can Purchase Multiple Items," Journal of Industrial Economics, Wiley Blackwell, vol. 72(4), pages 1507-1524, December.
    13. Benjamin Reed Shiller, 2020. "Approximating Purchase Propensities And Reservation Prices From Broad Consumer Tracking," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(2), pages 847-870, May.
    14. Rosa-Branca Esteves & Joana Resende, 2016. "Competitive Targeted Advertising with Price Discrimination," Marketing Science, INFORMS, vol. 35(4), pages 576-587, July.
    15. Kim, Min Sung & Kim, Eun & Hwang, ShinYoung & Kim, Junghwan & Kim, Seongcheol, 2017. "Willingness to pay for over-the-top services in China and Korea," Telecommunications Policy, Elsevier, vol. 41(3), pages 197-207.
    16. Jeffrey M. Perloff & Steven C. Salop, 1985. "Equilibrium with Product Differentiation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 52(1), pages 107-120.
    17. Yuxin Chen & Ganesh Iyer, 2002. "Research Note Consumer Addressability and Customized Pricing," Marketing Science, INFORMS, vol. 21(2), pages 197-208, November.
    18. 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.
    19. Zhijun Chen & Chongwoo Choe & Noriaki Matsushima, 2020. "Competitive Personalized Pricing," Management Science, INFORMS, vol. 66(9), pages 4003-4023, September.
    20. Toshihiro Matsumura & Noriaki Matsushima, 2015. "Should Firms Employ Personalized Pricing?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 24(4), pages 887-903, October.
    21. Zeyu Zhao, 2023. "Algorithmic Personalized Pricing with the Right to Explanation," Journal of Competition Law and Economics, Oxford University Press, vol. 19(3), pages 367-396.
    22. Foros, Øystein & Kind, Hans Jarle & Nguyen-Ones, Mai, 2024. "The choice of pricing format: Firms may choose uniform pricing over personalized pricing to induce rivals to soften competition," Information Economics and Policy, Elsevier, vol. 66(C).
    23. Wu, Cheng-Han & Chiu, Yun-Yao, 2023. "Pricing and content development for online media platforms regarding consumer homing choices," European Journal of Operational Research, Elsevier, vol. 305(1), pages 312-328.
    24. Leonardo Madio & Carroni, Elias & Shekhar, Shiva, 2019. "Superstars in two-sided markets: exclusives or not?," 2019 Papers pma2756, Job Market Papers.
    25. 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.
    26. Thisse, Jacques-Francois & Vives, Xavier, 1988. "On the Strategic Choice of Spatial Price Policy," American Economic Review, American Economic Association, vol. 78(1), pages 122-137, March.
    27. Alessandro Acquisti & Hal R. Varian, 2005. "Conditioning Prices on Purchase History," Marketing Science, INFORMS, vol. 24(3), pages 367-381, May.
    28. Mussa, Michael & Rosen, Sherwin, 1978. "Monopoly and product quality," Journal of Economic Theory, Elsevier, vol. 18(2), pages 301-317, August.
    29. Baye, Michael R. & Morgan, John, 1999. "A folk theorem for one-shot Bertrand games," Economics Letters, Elsevier, vol. 65(1), pages 59-65, October.
    30. d'Aspremont, C & Gabszewicz, Jean Jaskold & Thisse, J-F, 1979. "On Hotelling's "Stability in Competition"," Econometrica, Econometric Society, vol. 47(5), pages 1145-1150, September.
    31. Lu, Qiuyu, 2022. "Content Licensing with Endogenous Homing," MPRA Paper 115314, University Library of Munich, Germany.
    32. Jann, Ole & Schottmüller, Christoph, 2015. "Correlated equilibria in homogeneous good Bertrand competition," Journal of Mathematical Economics, Elsevier, vol. 57(C), pages 31-37.
    33. 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.
    34. Thomas D. Jeitschko & Yeonjei Jung & Jaesoo Kim, 2017. "Bundling and joint marketing by rival firms," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(3), pages 571-589, September.
    35. Simon Cowan & Xiangkang Yin, 2008. "Competition Can Harm Consumers," Australian Economic Papers, Wiley Blackwell, vol. 47(3), pages 264-271, September.
    36. Gabszewicz, Jean & Sonnac, Nathalie & Wauthy, Xavier, 2001. "On price competition with complementary goods," Economics Letters, Elsevier, vol. 70(3), pages 431-437, March.
    37. Benjamin R. Shiller, 2022. "Discreet Personalized Pricing," CESifo Working Paper Series 10025, CESifo.
    38. Adachi, Takanori & Tremblay, Mark J., 2020. "Business-to-business bargaining in two-sided markets," European Economic Review, Elsevier, vol. 130(C).
    39. Neeraj Arora & Xavier Dreze & Anindya Ghose & James Hess & Raghuram Iyengar & Bing Jing & Yogesh Joshi & V. Kumar & Nicholas Lurie & Scott Neslin & S. Sajeesh & Meng Su & Niladri Syam & Jacquelyn Thom, 2008. "Putting one-to-one marketing to work: Personalization, customization, and choice," Marketing Letters, Springer, vol. 19(3), pages 305-321, December.
    40. Jean J. Gabszewicz & Xavier Y. Wauthy, 2003. "The option of joint purchase in vertically differentiated markets," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 22(4), pages 817-829, November.
    41. Thomas D. Jeitschko & Mark J. Tremblay, 2020. "Platform Competition With Endogenous Homing," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(3), pages 1281-1305, August.
    42. Hui Li & Feng Zhu, 2021. "Information Transparency, Multihoming, and Platform Competition: A Natural Experiment in the Daily Deals Market," Management Science, INFORMS, vol. 67(7), pages 4384-4407, July.
    43. Ryan Kendall, 2022. "Decomposing coordination failure in stag hunt games," Experimental Economics, Springer;Economic Science Association, vol. 25(4), pages 1109-1145, September.
    44. Rosa Branca Esteves & Jie Shuai, 2022. "Personalized prices in a delivered pricing model with a price sensitive demand," NIPE Working Papers 1/2022, NIPE - Universidade do Minho.
    45. Zhou, Jidong, 2021. "Mixed bundling in oligopoly markets," Journal of Economic Theory, Elsevier, vol. 194(C).
    46. Simon Anderson & Alicia Baik & Nathan Larson, 2023. "Price Discrimination in the Information Age: Prices, Poaching, and Privacy with Personalized Targeted Discounts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(5), pages 2085-2115.
    47. Juanjuan Zhang, 2011. "The Perils of Behavior-Based Personalization," Marketing Science, INFORMS, vol. 30(1), pages 170-186, 01-02.
    48. Vidyanand Choudhary & Anindya Ghose & Tridas Mukhopadhyay & Uday Rajan, 2005. "Personalized Pricing and Quality Differentiation," Management Science, INFORMS, vol. 51(7), pages 1120-1130, July.
    49. de Palma, Andre & Leruth, Luc & Regibeau, Pierre, 1999. "Partial compatibility with network externalities and double purchase," Information Economics and Policy, Elsevier, vol. 11(2), pages 209-227, July.
    50. Shekhar, Shiva, 2022. "Platform pricing choice : Exclusive deals or uniform prices," Other publications TiSEM 591d4e4d-f618-49bd-986f-c, Tilburg University, School of Economics and Management.
    51. Liang Guo, 2006. "Consumption Flexibility, Product Configuration, and Market Competition," Marketing Science, INFORMS, vol. 25(2), pages 116-130, 03-04.
    52. Esteves, Rosa-Branca & Shuai, Jie, 2022. "Personalized pricing with a price sensitive demand," Economics Letters, Elsevier, vol. 213(C).
    53. Didier Laussel & Joana Resende, 2022. "When Is Product Personalization Profit-Enhancing? A Behavior-Based Discrimination Model," Post-Print hal-03740642, HAL.
    54. Simon P. Anderson & Øystein Foros & Hans Jarle Kind, 2017. "Product Functionality, Competition, And Multipurchasing," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 58, pages 183-210, February.
    55. Akifumi Ishihara & Ryoko Oki, 2021. "Exclusive content in two‐sided markets," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 30(3), pages 638-654, August.
    56. Noriaki Matsushima & Tomomichi Mizuno & Cong Pan, 2023. "Personalized pricing with heterogeneous mismatch costs," Southern Economic Journal, John Wiley & Sons, vol. 90(2), pages 369-388, October.
    57. Anindya Ghose & Ke‐Wei Huang, 2009. "Personalized Pricing and Quality Customization," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 18(4), pages 1095-1135, December.
    58. Jean-Pierre Dubé & Sanjog Misra, 2023. "Personalized Pricing and Consumer Welfare," Journal of Political Economy, University of Chicago Press, vol. 131(1), pages 131-189.
    59. Simon P. Anderson & Øystein Foros & Hans Jarle Kind, 2017. "Product Functionality, Competition, And Multipurchasing," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 58(1), pages 183-210, February.
    60. Gijsbrechts, Els & Campo, Katia & Nisol, Patricia, 2008. "Beyond promotion-based store switching: Antecedents and patterns of systematic multiple-store shopping," International Journal of Research in Marketing, Elsevier, vol. 25(1), pages 5-21.
    61. Yongmin Chen & Michael H. Riordan, 2008. "Price‐increasing competition," RAND Journal of Economics, RAND Corporation, vol. 39(4), pages 1042-1058, December.
    62. Esteves, Rosa-Branca, 2022. "Can personalized pricing be a winning strategy in oligopolistic markets with heterogeneous demand customers? Yes, it can," International Journal of Industrial Organization, Elsevier, vol. 85(C).
    63. Todd R. Kaplan & David Wettstein, 2000. "The possibility of mixed-strategy equilibria with constant-returns-to-scale technology under Bertrand competition," Spanish Economic Review, Springer;Spanish Economic Association, vol. 2(1), pages 65-71.
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    1. Qiuyu Lu & Noriaki Matsushima & Shiva Shekhar, 2025. "Welfare implications of personalized pricing in competitive platform markets: The role of network effects," OSIPP Discussion Paper 25E003, Osaka School of International Public Policy, Osaka University.
    2. Qiuyu Lu & Noriaki Matsushima, 2024. "Personalized Pricing When Consumers Can Purchase Multiple Items," Journal of Industrial Economics, Wiley Blackwell, vol. 72(4), pages 1507-1524, December.
    3. Noriaki Matsushima & Mark J. Tremblay, 2024. "Network compatibility and incumbent pricing regimes," ISER Discussion Paper 1265, Institute of Social and Economic Research, The University of Osaka.
    4. Lu, Qiuyu & Matsushima, Noriaki, 2025. "The interaction between personalized pricing and multi-item purchases: A random utility model approach," Economics Letters, Elsevier, vol. 247(C).
    5. Noriaki Matsushima & Tomomichi Mizuno & Cong Pan, 2023. "Personalized pricing with heterogeneous mismatch costs," Southern Economic Journal, John Wiley & Sons, vol. 90(2), pages 369-388, October.
    6. Qiuyu Lu & Noriaki Matsushima & Shiva Shekhar, 2024. "Welfare Implications of Personalized Pricing in Competitive Platform Markets: The Role of Network Effects," CESifo Working Paper Series 10994, CESifo.

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