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Ethnic Discrimination on an Online Marketplace of Vacation Rental

Author

Listed:
  • Laouénan, Morgane

    (CNRS, Centre d’Economie de la Sorbonne, Sciences-Po LIEPP)

  • Rathelot, Roland

    (University of Warwick, CEPR, CAGE)

Abstract

We use data from an online marketplace of vacation rentals (Airbnb) collected in 19 major cities in North America and Europe to measure discrimination against ethnicminority hosts. This market has three interesting features: the existence of a detailed reviewing system, the high frequency of transactions and the panel dimension of the data. Using the fact that ratings provide potential guests with information about the quality of a listing, we build a credible measure of statistical discrimination, following a strategy a la ` Altonji and Pierret (2001). Hosts from a minority ethnic group charge 16% less than other hosts in the same cities. Controlling for a rich set of characteristics reduces the ethnic price gap to 3.2%. An additional review increases the daily price more for minority than for majority hosts. Estimating the parameters of a theoretical pricing model, we find that statistical discrimination accounts for most of the price differential: 2.5 percentage points.Keywords: ethnic discrimination, statistical discrimination, rental market JEL Classification: J15, L85

Suggested Citation

  • Laouénan, Morgane & Rathelot, Roland, 2017. "Ethnic Discrimination on an Online Marketplace of Vacation Rental," CAGE Online Working Paper Series 318, Competitive Advantage in the Global Economy (CAGE).
  • Handle: RePEc:cge:wacage:318
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    1. Chaim Fershtman & Uri Gneezy, 2001. "Discrimination in a Segmented Society: An Experimental Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 351-377.
    2. Manuel F. Bagues & Mauro Sylos Labini, 2009. "Do Online Labor Market Intermediaries Matter? The Impact of "AlmaLaurea" on the University-to-Work Transition," NBER Chapters, in: Studies of Labor Market Intermediation, pages 127-154, National Bureau of Economic Research, Inc.
    3. Kevin Lang & Jee-Yeon K. Lehmann, 2012. "Racial Discrimination in the Labor Market: Theory and Empirics," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 959-1006, December.
    4. Joseph G. Altonji & Charles R. Pierret, 2001. "Employer Learning and Statistical Discrimination," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 313-350.
    5. Yona Rubinstein & Dror Brenner, 2014. "Pride and Prejudice: Using Ethnic-Sounding Names and Inter-Ethnic Marriages to Identify Labour Market Discrimination," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 389-425.
    6. Luc Behaghel & Bruno Crépon & Thomas Le Barbanchon, 2015. "Unintended Effects of Anonymous Résumés," American Economic Journal: Applied Economics, American Economic Association, vol. 7(3), pages 1-27, July.
    7. James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-116, Spring.
    8. John A. List, 2004. "The Nature and Extent of Discrimination in the Marketplace: Evidence from the Field," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 49-89.
    9. Jennifer L. Doleac & Luke C.D. Stein, 2013. "The Visible Hand: Race and Online Market Outcomes," Economic Journal, Royal Economic Society, vol. 123(11), pages 469-492, November.
    10. John Knowles & Nicola Persico & Petra Todd, 2001. "Racial Bias in Motor Vehicle Searches: Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 109(1), pages 203-232, February.
    11. Levitt, Steven D, 2004. "Testing Theories of Discrimination: Evidence from Weakest Link," Journal of Law and Economics, University of Chicago Press, vol. 47(2), pages 431-452, October.
    12. Asaf Zussman, 2013. "Ethnic Discrimination: Lessons from the Israeli Online Market for Used Cars," Economic Journal, Royal Economic Society, vol. 123(11), pages 433-468, November.
    13. Meta Brown & Elizabeth Setren & Giorgio Topa, 2016. "Do Informal Referrals Lead to Better Matches? Evidence from a Firm's Employee Referral System," Journal of Labor Economics, University of Chicago Press, vol. 34(1), pages 161-209.
    14. Henry S. Farber & Robert Gibbons, 1996. "Learning and Wage Dynamics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(4), pages 1007-1047.
    15. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, April.
    16. Abigail Wozniak, 2015. "Discrimination and the Effects of Drug Testing on Black Employment," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 548-566, July.
    17. Anwar, Shamena, 2012. "Testing for discrimination: Evidence from the game show Street Smarts," Journal of Economic Behavior & Organization, Elsevier, vol. 81(1), pages 268-285.
    18. Luc Behaghel & Bruno Crépon & Thomas Le Barbanchon, 2015. "Unintended Effects of Anonymous," Post-Print halshs-01203070, HAL.
    19. Kerwin Kofi Charles & Jonathan Guryan, 2008. "Prejudice and Wages: An Empirical Assessment of Becker's The Economics of Discrimination," Journal of Political Economy, University of Chicago Press, vol. 116(5), pages 773-809, October.
    20. Patrick Bayer & Marcus D. Casey & Fernando Ferreira & Robert McMillan, 2012. "Estimating Racial Price Differentials in the Housing Market," NBER Working Papers 18069, National Bureau of Economic Research, Inc.
    21. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    22. Amanda Pallais & Emily Glassberg Sands, 2015. "Why the Referential Treatment: Evidence from Field Experiments on Referrals," NBER Working Papers 21357, National Bureau of Economic Research, Inc.
    23. David H. Autor, 2001. "Wiring the Labor Market," Journal of Economic Perspectives, American Economic Association, vol. 15(1), pages 25-40, Winter.
    24. Philip Oreopoulos, 2011. "Why Do Skilled Immigrants Struggle in the Labor Market? A Field Experiment with Thirteen Thousand Resumes," American Economic Journal: Economic Policy, American Economic Association, vol. 3(4), pages 148-171, November.
    25. 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.
    26. David H. Autor & David Scarborough, 2008. "Does Job Testing Harm Minority Workers? Evidence from Retail Establishments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 219-277.
    27. repec:hal:pseose:halshs-01203070 is not listed on IDEAS
    28. 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.
    29. Castillo, Marco & Petrie, Ragan, 2010. "Discrimination in the lab: Does information trump appearance?," Games and Economic Behavior, Elsevier, vol. 68(1), pages 50-59, January.
    30. Agrawal, Ajay & Lacetera, Nicola & Lyons, Elizabeth, 2016. "Does standardized information in online markets disproportionately benefit job applicants from less developed countries?," Journal of International Economics, Elsevier, vol. 103(C), pages 1-12.
    31. Amanda Pallais, 2014. "Inefficient Hiring in Entry-Level Labor Markets," American Economic Review, American Economic Association, vol. 104(11), pages 3565-3599, November.
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    Citations

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    Cited by:

    1. Kevin Lang & Ariella Kahn-Lang Spitzer, 2020. "Race Discrimination: An Economic Perspective," Journal of Economic Perspectives, American Economic Association, vol. 34(2), pages 68-89, Spring.
    2. repec:hal:spmain:info:hdl:2441/3f39ik5s3j8qapmbpohu7nct0i is not listed on IDEAS
    3. David Neumark, 2018. "Experimental Research on Labor Market Discrimination," Journal of Economic Literature, American Economic Association, vol. 56(3), pages 799-866, September.
    4. Jean-Benoît Eymeoud & Paul Vertier, 2018. "Gender Biases: Evidence from a Natural Experiment in French Local Elections," Post-Print hal-03393139, HAL.
    5. Herrera, Helios & Glazer, Jacob & Perry, Motty, 2018. "Fake Persuasion," CEPR Discussion Papers 13244, C.E.P.R. Discussion Papers.
    6. repec:hal:spmain:info:hdl:2441/3k0m7r593p8gs9njjtpupmlknu is not listed on IDEAS
    7. repec:spo:wpmain:info:hdl:2441/3f39ik5s3j8qapmbpohu7nct0i is not listed on IDEAS
    8. Jean-Benoît Eyméoud, 2018. "Housing and discrimination in economics : an empirical approach using Big Data and natural experiments [Logement et discrimination en économie : une approche empirique mêlant expérience naturelle e," SciencePo Working papers tel-03419360, HAL.
    9. Lepage, Louis Pierre, 2021. "Endogenous learning, persistent employer biases, and discrimination," CLEF Working Paper Series 34, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    10. Jean-Benoît Eyméoud & Paul Vertier, 2023. "Gender biases: evidence from a natural experiment in French local elections," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 38(113), pages 3-56.
    11. Jean-Benoît Eyméoud, 2018. "Housing and discrimination in economics : an empirical approach using Big Data and natural experiments [Logement et discrimination en économie : une approche empirique mêlant expérience naturelle e," SciencePo Working papers Main tel-03419360, HAL.
    12. Lepage, Louis Pierre, 2020. "Endogenous learning and the persistence of employer biases in the labor market," CLEF Working Paper Series 24, Canadian Labour Economics Forum (CLEF), University of Waterloo.

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    More about this item

    Keywords

    ethnic discrimination; statistical discrimination; rental market jel classification: j15; l85;
    All these keywords.

    JEL classification:

    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • L85 - Industrial Organization - - Industry Studies: Services - - - Real Estate Services

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