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Reducing Discrimination with Reviews in the Sharing Economy: Evidence from Field Experiments on Airbnb

Author

Listed:
  • Ruomeng Cui

    (Information Systems and Operations Management, Goizueta Business School, Emory University, Atlanta, Georgia 30322)

  • Jun Li

    (Technology and Operations, Stephen M. Ross School of Business, University of Michigan, Ann Arbor, Michigan 48103)

  • Dennis J. Zhang

    (Olin Business School, Washington University in St. Louis, St. Louis, Missouri 63130)

Abstract

Recent research has found widespread discrimination by hosts against guests of certain races in online marketplaces. In this paper, we explore ways to reduce such discrimination using online reputation systems. We conducted four randomized field experiments among 1,801 hosts on Airbnb by creating fictitious guest accounts and sending accommodation requests to them. We find that requests from guests with African American–sounding names are 19.2 percentage points less likely to be accepted than those with white-sounding names. However, a positive review posted on a guest’s page significantly reduces discrimination: when guest accounts receive a positive review, the acceptance rates of guest accounts with white- and African American–sounding names are statistically indistinguishable. We further show that a nonpositive review and a blank review without any content can also help attenuate discrimination, but self-claimed information on tidiness and friendliness cannot reduce discrimination, which indicates the importance of encouraging credible peer-generated reviews. Our results offer direct and clear guidance for sharing-economy platforms to reduce discrimination.

Suggested Citation

  • Ruomeng Cui & Jun Li & Dennis J. Zhang, 2020. "Reducing Discrimination with Reviews in the Sharing Economy: Evidence from Field Experiments on Airbnb," Management Science, INFORMS, vol. 66(3), pages 1071-1094, March.
  • Handle: RePEc:inm:ormnsc:v:66:y:2020:i:3:p:1071-1094
    DOI: 10.1287/mnsc.2018.3273
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    References listed on IDEAS

    as
    1. Hanson, Andrew & Hawley, Zackary, 2011. "Do landlords discriminate in the rental housing market? Evidence from an internet field experiment in US cities," Journal of Urban Economics, Elsevier, vol. 70(2-3), pages 99-114, September.
    2. Gad Allon & Achal Bassamboo & Itai Gurvich, 2011. "“We Will Be Right with You”: Managing Customer Expectations with Vague Promises and Cheap Talk," Operations Research, INFORMS, vol. 59(6), pages 1382-1394, December.
    3. 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.
    4. Foster, Andrew D & Rosenzweig, Mark R, 1995. "Learning by Doing and Learning from Others: Human Capital and Technical Change in Agriculture," Journal of Political Economy, University of Chicago Press, vol. 103(6), pages 1176-1209, December.
    5. Gary E. Bolton & Elena Katok & Axel Ockenfels, 2004. "How Effective Are Electronic Reputation Mechanisms? An Experimental Investigation," Management Science, INFORMS, vol. 50(11), pages 1587-1602, November.
    6. Marianne Bertrand & Esther Duflo, 2016. "Field Experiments on Discrimination," NBER Working Papers 22014, National Bureau of Economic Research, Inc.
    7. Michael Ewens & Bryan Tomlin & Liang Choon Wang, 2014. "Statistical Discrimination or Prejudice? A Large Sample Field Experiment," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 119-134, March.
    8. Marianne Bertrand & Sendhil Mullainathan, 2004. "Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination," American Economic Review, American Economic Association, vol. 94(4), pages 991-1013, September.
    9. Antonio Moreno & Christian Terwiesch, 2014. "Doing Business with Strangers: Reputation in Online Service Marketplaces," Information Systems Research, INFORMS, vol. 25(4), pages 865-886, December.
    10. John M. Nunley & Adam Pugh & Nicholas Romero & Richard Alan Seals, Jr., 2014. "An Examination of Racial Discrimination in the Labor Market for Recent College Graduates: Estimates from the Field," Auburn Economics Working Paper Series auwp2014-06, Department of Economics, Auburn University.
    11. Itai Ashlagi & Peng Shi, 2016. "Optimal Allocation Without Money: An Engineering Approach," Management Science, INFORMS, vol. 62(4), pages 1078-1097, April.
    12. Gad Allon & Achal Bassamboo, 2011. "Buying from the Babbling Retailer? The Impact of Availability Information on Customer Behavior," Management Science, INFORMS, vol. 57(4), pages 713-726, April.
    13. Bimpikis, Kostas & Candogan, Ozan & Saban, Daniela, 2016. "Spatial Pricing in Ride-Sharing Networks," Research Papers 3482, Stanford University, Graduate School of Business.
    14. Kaas Leo & Manger Christian, 2012. "Ethnic Discrimination in Germany’s Labour Market: A Field Experiment," German Economic Review, De Gruyter, vol. 13(1), pages 1-20, February.
    15. Ayres, Ian & Siegelman, Peter, 1995. "Race and Gender Discrimination in Bargaining for a New Car," American Economic Review, American Economic Association, vol. 85(3), pages 304-321, June.
    16. Benjamin Edelman & Michael Luca & Dan Svirsky, 2017. "Racial Discrimination in the Sharing Economy: Evidence from a Field Experiment," American Economic Journal: Applied Economics, American Economic Association, vol. 9(2), pages 1-22, April.
    17. Gelman, Andrew & Stern, Hal, 2006. "The Difference Between," The American Statistician, American Statistical Association, vol. 60, pages 328-331, November.
    18. Roland G. Fryer & Steven D. Levitt, 2004. "Understanding the Black-White Test Score Gap in the First Two Years of School," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 447-464, May.
    19. Paul A. Pavlou & David Gefen, 2004. "Building Effective Online Marketplaces with Institution-Based Trust," Information Systems Research, INFORMS, vol. 15(1), pages 37-59, March.
    20. Yanbo Ge & Christopher R. Knittel & Don MacKenzie & Stephen Zoepf, 2016. "Racial and Gender Discrimination in Transportation Network Companies," NBER Working Papers 22776, National Bureau of Economic Research, Inc.
    21. Ryan W. Buell & Michael I. Norton, 2011. "The Labor Illusion: How Operational Transparency Increases Perceived Value," Management Science, INFORMS, vol. 57(9), pages 1564-1579, February.
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