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Personalized pricing versus history-based pricing: implications for privacy policy

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  • Miettinen, Topi
  • Stenbacka, Rune

Abstract

We compare personalized and history-based pricing and show that personalized pricing harms consumer surplus and total welfare when evaluated over a two-period horizon. The model is characterized by two key features: (1) the discounted two-period profits are invariant to whether personalized or history-based pricing is applied because higher period-2 profits with personalized pricing are offset by lower period-1 profits. (2) Consumer mobility is invariant to whether history-based or personalized pricing is applied, but personalized pricing leads to a higher proportion of inefficient switching, and a lower proportion of efficient switching.

Suggested Citation

  • Miettinen, Topi & Stenbacka, Rune, 2015. "Personalized pricing versus history-based pricing: implications for privacy policy," Information Economics and Policy, Elsevier, vol. 33(C), pages 56-68.
    • Handle: RePEc:eee:iepoli:v:33:y:2015:i:c:p:56-68
    DOI: 10.1016/j.infoecopol.2015.10.003
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    References listed on IDEAS

    as
    1. Qihong Liu & Konstantinos Serfes, 2004. "Quality of Information and Oligopolistic Price Discrimination," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 13(4), pages 671-702, December.
    2. Yongmin Chen, 1997. "Paying Customers to Switch," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 6(4), pages 877-897, December.
    3. Oz Shy & Rune Stenbacka, 2016. "Customer Privacy and Competition," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 25(3), pages 539-562, September.
    4. Posner, Richard A, 1981. "The Economics of Privacy," American Economic Review, American Economic Association, vol. 71(2), pages 405-409, May.
      • Posner, Richard A., 1980. "The Economics of Privacy," Working Papers 16, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    5. Rosa-Branca Esteves, 2014. "Price Discrimination with Private and Imperfect Information," Scandinavian Journal of Economics, Wiley Blackwell, vol. 116(3), pages 766-796, July.
    6. Posner, Richard A., 1978. "The Right to Privacy," Working Papers 2, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    7. Drew Fudenberg & Jean Tirole, 2000. "Customer Poaching and Brand Switching," RAND Journal of Economics, The RAND Corporation, vol. 31(4), pages 634-657, Winter.
    8. Esteves, Rosa-Branca, 2014. "Behavior-based price discrimination with retention offers," Information Economics and Policy, Elsevier, vol. 27(C), pages 39-51.
    9. Esteves, Rosa-Branca, 2010. "Pricing with customer recognition," International Journal of Industrial Organization, Elsevier, vol. 28(6), pages 669-681, November.
    10. Alessandro Acquisti & Hal R. Varian, 2005. "Conditioning Prices on Purchase History," Marketing Science, INFORMS, vol. 24(3), pages 367-381, May.
    11. Taylor, Curtis & Wagman, Liad, 2014. "Consumer privacy in oligopolistic markets: Winners, losers, and welfare," International Journal of Industrial Organization, Elsevier, vol. 34(C), pages 80-84.
    12. Shy, Oz & Stenbacka, Rune, 2013. "Investment in customer recognition and information exchange," Information Economics and Policy, Elsevier, vol. 25(2), pages 92-106.
    13. Rosa Branca Esteves, 2009. "A Survey on the Economics of Behaviour-Based Price Discrimination," NIPE Working Papers 5/2009, NIPE - Universidade do Minho.
    14. Julie Brill, 2011. "The Intersection of Consumer Protection and Competition in the New World of Privacy, II," Antitrust Chronicle, Competition Policy International, vol. 12.
    15. Paul Klemperer, 1987. "Markets with Consumer Switching Costs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(2), pages 375-394.
    16. Benjamin Hermalin & Michael Katz, 2006. "Privacy, property rights and efficiency: The economics of privacy as secrecy," Quantitative Marketing and Economics (QME), Springer, vol. 4(3), pages 209-239, September.
    17. Julie Brill, 2011. "The Intersection of Consumer Protection and Competition in the New World of Privacy," CPI Journal, Competition Policy International, vol. 7.
    18. Ramon Casadesus-Masanell & Andres Hervas-Drane, 2015. "Competing with Privacy," Management Science, INFORMS, vol. 61(1), pages 229-246, January.
    19. 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.
    20. Paul Klemperer, 1987. "The Competitiveness of Markets with Switching Costs," RAND Journal of Economics, The RAND Corporation, vol. 18(1), pages 138-150, Spring.
    21. Jentzsch, Nicola & Sapi, Geza & Suleymanova, Irina, 2013. "Targeted pricing and customer data sharing among rivals," International Journal of Industrial Organization, Elsevier, vol. 31(2), pages 131-144.
    22. Thomas Gehrig & Rune Stenbacka, 2004. "Differentiation‐Induced Switching Costs and Poaching," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 13(4), pages 635-655, December.
    23. Yuxin Chen & Chakravarthi Narasimhan & Z. John Zhang, 2001. "Individual Marketing with Imperfect Targetability," Marketing Science, INFORMS, vol. 20(1), pages 23-41, November.
    24. Stigler, George J., 1980. "An Introduction to Privacy in Economics and Politics," Working Papers 10, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    25. Yongmin Chen & Jason Pearcy, 2010. "Dynamic pricing: when to entice brand switching and when to reward consumer loyalty," RAND Journal of Economics, RAND Corporation, vol. 41(4), pages 674-685, December.
    26. Klemperer, Paul D, 1987. "Entry Deterrence in Markets with Consumer Switching Costs," Economic Journal, Royal Economic Society, vol. 97(388a), pages 99-117, Supplemen.
    27. 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.
    28. Vincent Conitzer & Curtis R. Taylor & Liad Wagman, 2012. "Hide and Seek: Costly Consumer Privacy in a Market with Repeat Purchases," Marketing Science, INFORMS, vol. 31(2), pages 277-292, March.
    29. Rosa-Branca Esteves, "undated". "Behaviour-Based Price Discrimination with Retention Offers," NIPE Working Papers 09/2014, NIPE - Universidade do Minho.
    30. Tucker, Catherine E., 2012. "The economics of advertising and privacy," International Journal of Industrial Organization, Elsevier, vol. 30(3), pages 326-329.
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    Cited by:

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    2. Frederik Zuiderveen Borgesius & Joost Poort, 2017. "Online Price Discrimination and EU Data Privacy Law," Journal of Consumer Policy, Springer, vol. 40(3), pages 347-366, September.

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    More about this item

    Keywords

    Personalized pricing; History-based pricing; Customer recognition; Price discrimination; Privacy; Switching cost;
    All these keywords.

    JEL classification:

    • L40 - Industrial Organization - - Antitrust Issues and Policies - - - General
    • L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets
    • D43 - Microeconomics - - Market Structure, Pricing, and Design - - - Oligopoly and Other Forms of Market Imperfection

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