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Pricing strategies of two-sided platforms considering privacy concerns

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  • Duan, Yongrui
  • Liu, Peng
  • Feng, Yixuan

Abstract

Most online platforms, represented by news media, are keen to adopt a business model based on user subscription prices and advertising prices. However, in the context of the popularity of this subscription model, the contents and advertisements recommended by the platform also increase users' concerns about privacy, and the managerial implications of how to balance the revenue from users and advertisers to optimal platform profits are not well understood. We develop a two-sided model considering users' privacy concerns to investigate the optimal pricing strategy of online platforms. Specifically, we analyze the impacts of information disclosure level and user's privacy concerns for information disclosure on the optimal pricing strategy and surplus of users and advertisers. We find that the platform can strategically make pricing decisions based on the level of information disclosure to influence user demand and further promote the participation of advertisers, and when the information disclosure is at an intermediate level, the surplus of advertisers and users reaches the maximum. Besides, we discuss the conditions under which the online platform has an incentive to provide users with free services. We find that privacy concerns and information disclosure have a positive effect on the platform's free strategy.

Suggested Citation

  • Duan, Yongrui & Liu, Peng & Feng, Yixuan, 2022. "Pricing strategies of two-sided platforms considering privacy concerns," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
  • Handle: RePEc:eee:joreco:v:64:y:2022:i:c:s0969698921003477
    DOI: 10.1016/j.jretconser.2021.102781
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    References listed on IDEAS

    as
    1. M. Yenmez, 2014. "Pricing in position auctions and online advertising," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 55(1), pages 243-256, January.
    2. Garrett A. Johnson & Scott K. Shriver & Shaoyin Du, 2020. "Consumer Privacy Choice in Online Advertising: Who Opts Out and at What Cost to Industry?," Marketing Science, INFORMS, vol. 39(1), pages 33-51, January.
    3. Avi Goldfarb & Catherine Tucker, 2011. "Online Display Advertising: Targeting and Obtrusiveness," Marketing Science, INFORMS, vol. 30(3), pages 389-404, 05-06.
    4. Benndorf, Volker & Kübler, Dorothea & Normann, Hans-Theo, 2015. "Privacy concerns, voluntary disclosure of information, and unraveling: An experiment," European Economic Review, Elsevier, vol. 75(C), pages 43-59.
    5. Avi Goldfarb & Catherine E. Tucker, 2011. "Privacy Regulation and Online Advertising," Management Science, INFORMS, vol. 57(1), pages 57-71, January.
    6. Gerlach, Jin & Widjaja, Thomas & Buxmann, Peter, 2015. "Handle with Care: How Online Social Network Providers’ Privacy Policies Impact Users’ Information Sharing Behavior," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 66108, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    7. Avi Goldfarb & Catherine Tucker, 2011. "Rejoinder--Implications of "Online Display Advertising: Targeting and Obtrusiveness"," Marketing Science, INFORMS, vol. 30(3), pages 413-415, 05-06.
    8. Amin Sayedi, 2018. "Real-Time Bidding in Online Display Advertising," Marketing Science, INFORMS, vol. 37(4), pages 553-568, August.
    9. Jaisingh, Jeevan & Barron, Jack & Mehta, Shailendra & Chaturvedi, Alok, 2008. "Privacy and pricing personal information," European Journal of Operational Research, Elsevier, vol. 187(3), pages 857-870, June.
    10. Henk Kox & Bas Straathof & Gijsbert Zwart, 2017. "Targeted advertising, platform competition, and privacy," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(3), pages 557-570, September.
    11. Xie, Yi & Chen, Ke & Guo, Xiaoling, 2020. "Online anthropomorphism and consumers’ privacy concern: Moderating roles of need for interaction and social exclusion," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    12. S. J. Liebowitz & Stephen E. Margolis, 1994. "Network Externality: An Uncommon Tragedy," Journal of Economic Perspectives, American Economic Association, vol. 8(2), pages 133-150, Spring.
    13. Payam Hanafizadeh & Mohammad Reza Harati Nik, 2020. "Configuration of Data Monetization: A Review of Literature with Thematic Analysis," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 21(1), pages 17-34, March.
    14. Yu (Jeffrey) Hu & Jiwoong Shin & Zhulei Tang, 2016. "Incentive Problems in Performance-Based Online Advertising Pricing: Cost per Click vs. Cost per Action," Management Science, INFORMS, vol. 62(7), pages 2022-2038, July.
    15. Kumar, Subodha & Sethi, Suresh P., 2009. "Dynamic pricing and advertising for web content providers," European Journal of Operational Research, Elsevier, vol. 197(3), pages 924-944, September.
    16. Justin P. Johnson, 2013. "Targeted advertising and advertising avoidance," RAND Journal of Economics, RAND Corporation, vol. 44(1), pages 128-144, March.
    17. Esther Gal-Or & Ronen Gal-Or & Nabita Penmetsa, 2018. "The Role of User Privacy Concerns in Shaping Competition Among Platforms," Information Systems Research, INFORMS, vol. 29(3), pages 698-722, September.
    18. Shalinda Adikari & Kaushik Dutta, 2019. "A New Approach to Real-Time Bidding in Online Advertisements: Auto Pricing Strategy," INFORMS Journal on Computing, INFORMS, vol. 31(1), pages 66-82, February.
    19. Tommaso Valletti & Jiahua Wu, 2020. "Consumer Profiling with Data Requirements: Structure and Policy Implications," Production and Operations Management, Production and Operations Management Society, vol. 29(2), pages 309-329, February.
    20. Choi, Jay Pil & Jeon, Doh-Shin & Kim, Byung-Cheol, 2019. "Privacy and personal data collection with information externalities," Journal of Public Economics, Elsevier, vol. 173(C), pages 113-124.
    21. Sami Najafi-Asadolahi & Kristin Fridgeirsdottir, 2014. "Cost-per-Click Pricing for Display Advertising," Manufacturing & Service Operations Management, INFORMS, vol. 16(4), pages 482-497, October.
    22. Ramon Casadesus-Masanell & Andres Hervas-Drane, 2015. "Competing with Privacy," Management Science, INFORMS, vol. 61(1), pages 229-246, January.
    23. Alexandre de Cornière & Romain de Nijs, 2016. "Online advertising and privacy," RAND Journal of Economics, RAND Corporation, vol. 47(1), pages 48-72, February.
    24. Esteves, Rosa-Branca & Resende, Joana, 2019. "Personalized pricing and advertising: Who are the winners?," International Journal of Industrial Organization, Elsevier, vol. 63(C), pages 239-282.
    25. Kursad Asdemir & Nanda Kumar & Varghese S. Jacob, 2012. "Pricing Models for Online Advertising: CPM vs. CPC," Information Systems Research, INFORMS, vol. 23(3-part-1), pages 804-822, September.
    26. Janice Y. Tsai & Serge Egelman & Lorrie Cranor & Alessandro Acquisti, 2011. "The Effect of Online Privacy Information on Purchasing Behavior: An Experimental Study," Information Systems Research, INFORMS, vol. 22(2), pages 254-268, June.
    27. Edward G. Anderson & Geoffrey G. Parker & Burcu Tan, 2014. "Platform Performance Investment in the Presence of Network Externalities," Information Systems Research, INFORMS, vol. 25(1), pages 152-172, March.
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    6. Mohit Tyagi & Nomesh B. Bolia, 2024. "Optimal pricing of subscription services in the restaurant industry," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 23(3), pages 262-273, June.

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