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Reputation Inflation

Author

Listed:
  • Apostolos Filippas

    (Gabelli School of Business, Fordham University, New York, New York 10023)

  • John J. Horton

    (MIT Sloan School of Management, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139; National Bureau of Economic Research, Cambridge, Massachusetts 02138)

  • Joseph M. Golden

    (PerfectRec.com)

Abstract

We show that average buyer ratings of sellers have grown substantially more positive over time in five online marketplaces. Although this increase could by explained by (i) marketplace improvements that increased rater satisfaction, it could also be caused by (ii) “reputation inflation,” with raters giving higher ratings without being more satisfied. We present a method to decompose the growth in average ratings into components attributable to these two reasons. Using this method in one marketplace where we have extensive transaction-level data, we find that much of the observed increase in ratings is attributable to reputation inflation. We discuss the negative informational implications of reputation inflation and consider the likely causes.

Suggested Citation

  • Apostolos Filippas & John J. Horton & Joseph M. Golden, 2022. "Reputation Inflation," Marketing Science, INFORMS, vol. 41(4), pages 733-745, July.
  • Handle: RePEc:inm:ormksc:v:41:y:2022:i:4:p:733-745
    DOI: 10.1287/mksc.2022.1350
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    References listed on IDEAS

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    1. John Horton & David Rand & Richard Zeckhauser, 2011. "The online laboratory: conducting experiments in a real labor market," Experimental Economics, Springer;Economic Science Association, vol. 14(3), pages 399-425, September.
    2. Anindya Ghose & Panagiotis G. Ipeirotis & Beibei Li, 2014. "Examining the Impact of Ranking on Consumer Behavior and Search Engine Revenue," Management Science, INFORMS, vol. 60(7), pages 1632-1654, July.
    3. Dina Mayzlin & Yaniv Dover & Judith Chevalier, 2014. "Promotional Reviews: An Empirical Investigation of Online Review Manipulation," American Economic Review, American Economic Association, vol. 104(8), pages 2421-2455, August.
    4. Paul Resnick & Richard Zeckhauser & John Swanson & Kate Lockwood, 2006. "The value of reputation on eBay: A controlled experiment," Experimental Economics, Springer;Economic Science Association, vol. 9(2), pages 79-101, June.
    5. Aleksander Berentsen & Guido Menzio & Randall Wright, 2011. "Inflation and Unemployment in the Long Run," American Economic Review, American Economic Association, vol. 101(1), pages 371-398, February.
    6. Jonathan D. Levin, 2011. "The Economics of Internet Markets," NBER Working Papers 16852, National Bureau of Economic Research, Inc.
    7. Frederic S. Mishkin, 2000. "Inflation Targeting in Emerging-Market Countries," American Economic Review, American Economic Association, vol. 90(2), pages 105-109, May.
    8. Michael Luca, 2011. "Reviews, Reputation, and Revenue: The Case of Yelp.com," Harvard Business School Working Papers 12-016, Harvard Business School, revised Mar 2016.
    9. Lawrence F. Katz & Alan B. Krueger, 2019. "The Rise and Nature of Alternative Work Arrangements in the United States, 1995–2015," ILR Review, Cornell University, ILR School, vol. 72(2), pages 382-416, March.
    10. Apostolos Filippas & John J. Horton & Richard J. Zeckhauser, 2020. "Owning, Using, and Renting: Some Simple Economics of the “Sharing Economy”," Management Science, INFORMS, vol. 66(9), pages 4152-4172, September.
    11. Hema Yoganarasimhan, 2013. "The Value of Reputation in an Online Freelance Marketplace," Marketing Science, INFORMS, vol. 32(6), pages 860-891, November.
    12. Guofang Huang & K. Sudhir, 2019. "The Causal Effect of Service Satisfaction on Customer Loyalty," Cowles Foundation Discussion Papers 2177, Cowles Foundation for Research in Economics, Yale University.
    13. Steven Tadelis & Florian Zettelmeyer, 2015. "Information Disclosure as a Matching Mechanism: Theory and Evidence from a Field Experiment," American Economic Review, American Economic Association, vol. 105(2), pages 886-905, February.
    14. Christina Aperjis & Ramesh Johari, 2010. "Optimal Windows for Aggregating Ratings in Electronic Marketplaces," Management Science, INFORMS, vol. 56(5), pages 864-880, May.
    15. Qingmin Liu, 2011. "Information Acquisition and Reputation Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(4), pages 1400-1425.
    16. Chrysanthos Dellarocas & Charles A. Wood, 2008. "The Sound of Silence in Online Feedback: Estimating Trading Risks in the Presence of Reporting Bias," Management Science, INFORMS, vol. 54(3), pages 460-476, March.
    17. Chrysanthos Dellarocas, 2005. "Reputation Mechanism Design in Online Trading Environments with Pure Moral Hazard," Information Systems Research, INFORMS, vol. 16(2), pages 209-230, June.
    18. Miguel Sidrauski, 1967. "Inflation and Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 75(6), pages 796-796.
    19. W. Erwin Diewert, 1998. "Index Number Issues in the Consumer Price Index," Journal of Economic Perspectives, American Economic Association, vol. 12(1), pages 47-58, Winter.
    20. Ginger Zhe Jin & Phillip Leslie, 2003. "The Effect of Information on Product Quality: Evidence from Restaurant Hygiene Grade Cards," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 409-451.
    21. Chris Nosko & Steven Tadelis, 2015. "The Limits of Reputation in Platform Markets: An Empirical Analysis and Field Experiment," NBER Working Papers 20830, National Bureau of Economic Research, Inc.
    22. Steven Tadelis, 2016. "Reputation and Feedback Systems in Online Platform Markets," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 321-340, October.
    23. Campbell, Donald T., 1979. "Assessing the impact of planned social change," Evaluation and Program Planning, Elsevier, vol. 2(1), pages 67-90, January.
    24. Kristin F. Butcher & Patrick J. McEwan & Akila Weerapana, 2014. "The Effects of an Anti-grade-Inflation Policy at Wellesley College," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 189-204, Summer.
    25. Michael Luca & Georgios Zervas, 2016. "Fake It Till You Make It: Reputation, Competition, and Yelp Review Fraud," Management Science, INFORMS, vol. 62(12), pages 3412-3427, December.
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    1. Johnen, Johannes & Ng, Robin, 2023. "Harvesting Ratings," CEPR Discussion Papers 18021, C.E.P.R. Discussion Papers.

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