IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/18093.html
   My bibliography  Save this paper

Gender Differences in Bargaining Outcomes: A Field Experiment on Discrimination

Author

Listed:
  • Marco Castillo
  • Ragan Petrie
  • Máximo Torero
  • Lise Vesterlund

Abstract

We examine gender differences in bargaining outcomes in a highly competitive and commonly used market: the taxi market in Lima, Peru. Examining the entire path of negotiation we find that men face higher initial prices and rejection rates. These differentials are consistent with both statistical and taste-based discrimination. To identify the source of the inferior treatment of men we conduct an experiment where passengers send a signal on valuation before negotiating. The signal eliminates gender differences and the response is shown only to be consistent with statistical discrimination. Our study secures identification within the market of interest and demonstrates that there are environments where sophisticated statistical inference is the sole source of differential gender outcomes.

Suggested Citation

  • Marco Castillo & Ragan Petrie & Máximo Torero & Lise Vesterlund, 2012. "Gender Differences in Bargaining Outcomes: A Field Experiment on Discrimination," NBER Working Papers 18093, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:18093
    Note: LS PE
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w18093.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Drew Fudenberg & David K. Levine & Jean Tirole, 1987. "Incomplete Information Bargaining with Outside Opportunities," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(1), pages 37-50.
    2. Kerwin Kofi Charles & Jonathan Guryan, 2011. "Studying Discrimination: Fundamental Challenges and Recent Progress," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 479-511, September.
    3. Uri Gneezy & John List & Michael K. Price, 2012. "Toward an Understanding of Why People Discriminate: Evidence from a Series of Natural Field Experiments," NBER Working Papers 17855, National Bureau of Economic Research, Inc.
    4. Matthias Sutter & Ronald Bosman & Martin Kocher & Frans Winden, 2009. "Gender pairing and bargaining—Beware the same sex!," Experimental Economics, Springer;Economic Science Association, vol. 12(3), pages 318-331, September.
    5. Jia, Haiyan & Lei, Alin & Lei, Junshan & Ye, Min & Zhao, Jingzhu, 2007. "Effects of hydrological processes on nitrogen loss in purple soil," Agricultural Water Management, Elsevier, vol. 89(1-2), pages 89-97, April.
    6. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    7. Marianne Bertrand & Dolly Chugh & Sendhil Mullainathan, 2005. "Implicit Discrimination," American Economic Review, American Economic Association, vol. 95(2), pages 94-98, May.
    8. Rubinstein, Ariel & Wolinsky, Asher, 1985. "Equilibrium in a Market with Sequential Bargaining," Econometrica, Econometric Society, vol. 53(5), pages 1133-1150, September.
    9. Devin G. Pope & Justin R. Sydnor, 2011. "What’s in a Picture?: Evidence of Discrimination from Prosper.com," Journal of Human Resources, University of Wisconsin Press, vol. 46(1), pages 53-92.
    10. Muriel Niederle & Lise Vesterlund, 2011. "Gender and Competition," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 601-630, September.
    11. James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-116, Spring.
    12. 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.
    13. 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.
    14. Goldberg, Pinelopi Koujianou, 1996. "Dealer Price Discrimination in New Car Purchases: Evidence from the Consumer Expenditure Survey," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 622-654, June.
    15. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259, Elsevier.
    16. Nabanita Datta Gupta & Anders Poulsen & Marie Claire Villeval, 2013. "Gender Matching And Competitiveness: Experimental Evidence," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 816-835, January.
    17. Matthew S. Goldberg, 1982. "Discrimination, Nepotism, and Long-Run Wage Differentials," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 97(2), pages 307-319.
    18. Loukas Balafoutas & Adrian Beck & Rudolf Kerschbamer & Matthias Sutter, 2013. "What Drives Taxi Drivers? A Field Experiment on Fraud in a Market for Credence Goods," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(3), pages 876-891.
    19. Cecilia Rouse & Claudia Goldin, 2000. "Orchestrating Impartiality: The Impact of "Blind" Auditions on Female Musicians," American Economic Review, American Economic Association, vol. 90(4), pages 715-741, September.
    20. 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.
    21. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    22. 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.
    23. Muriel Niederle & Lise Vesterlund, 2010. "Explaining the Gender Gap in Math Test Scores: The Role of Competition," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 129-144, Spring.
    24. Gunderson, Morley, 1989. "Male-Female Wage Differentials and Policy Responses," Journal of Economic Literature, American Economic Association, vol. 27(1), pages 46-72, March.
    25. 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.
    26. Bowles, Hannah Riley & Babcock, Linda & Lai, Lei, 2007. "Social incentives for gender differences in the propensity to initiate negotiations: Sometimes it does hurt to ask," Organizational Behavior and Human Decision Processes, Elsevier, vol. 103(1), pages 84-103, May.
    27. Larry Samuelson, 1992. "Disagreement in Markets with Matching and Bargaining," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(1), pages 177-185.
    28. Uri Gneezy & Muriel Niederle & Aldo Rustichini, 2003. "Performance in Competitive Environments: Gender Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1049-1074.
    29. Eckel, Catherine C & Grossman, Philip J, 2001. "Chivalry and Solidarity in Ultimatum Games," Economic Inquiry, Western Economic Association International, vol. 39(2), pages 171-188, April.
    30. 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.
    31. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    32. Bowles, Hannah Riley & Babcock, Linda & McGinn, Kathleen L., 2005. "Constraints and Triggers: Situational Mechanics of Gender in Negotiation," Working Paper Series rwp05-051, Harvard University, John F. Kennedy School of Government.
    33. James Andreoni & Marco Castillo & Ragan Petrie, 2003. "What Do Bargainers' Preferences Look Like? Experiments with a Convex Ultimatum Game," American Economic Review, American Economic Association, vol. 93(3), pages 672-685, June.
    34. Psacharopoulos, George & Tzannatos, Zafiris, 1993. "Economic and Demographic Effects on Working Women in Latin America," Journal of Population Economics, Springer;European Society for Population Economics, vol. 6(4), pages 293-315, November.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Morten Størling Hedegaard & Jean-Robert Tyran, 2018. "The Price of Prejudice," American Economic Journal: Applied Economics, American Economic Association, vol. 10(1), pages 40-63, January.
    2. David Neumark, 2018. "Experimental Research on Labor Market Discrimination," Journal of Economic Literature, American Economic Association, vol. 56(3), pages 799-866, September.
    3. Katherine B. Coffman & Christine L. Exley & Muriel Niederle, 2021. "The Role of Beliefs in Driving Gender Discrimination," Management Science, INFORMS, vol. 67(6), pages 3551-3569, June.
    4. Beaurain, Guillaume & Masclet, David, 2016. "Does affirmative action reduce gender discrimination and enhance efficiency? New experimental evidence," European Economic Review, Elsevier, vol. 90(C), pages 350-362.
    5. Azmat, Ghazala & Petrongolo, Barbara, 2014. "Gender and the labor market: What have we learned from field and lab experiments?," Labour Economics, Elsevier, vol. 30(C), pages 32-40.
    6. Goodall, Amanda H. & Osterloh, Margit, 2015. "Women Have to Enter the Leadership Race to Win: Using Random Selection to Increase the Supply of Women into Senior Positions," IZA Discussion Papers 9331, Institute of Labor Economics (IZA).
    7. Carlsson, Magnus & Fumarco, Luca & Rooth, Dan-Olof, 2013. "Artifactual Evidence of Discrimination in Correspondence Studies? A Replication of the Neumark Method," IZA Discussion Papers 7619, Institute of Labor Economics (IZA).
    8. Shen, Jianfei & Wang, Qiqi, 2023. "Do men and women discriminate against women for the same reason? Evidence from China," China Economic Review, Elsevier, vol. 77(C).
    9. Nabanita Datta Gupta & Anders Poulsen & Marie Claire Villeval, 2013. "Gender Matching And Competitiveness: Experimental Evidence," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 816-835, January.
    10. Cassar, Alessandra & Zhang, Y. Jane, 2022. "The competitive woman: Evolutionary insights and cross-cultural evidence into finding the Femina Economica," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 447-471.
    11. John J. Donohue III, 2005. "The Law and Economics of Antidiscrimination Law," NBER Working Papers 11631, National Bureau of Economic Research, Inc.
    12. Ewens, Michael, 2022. "Race and Gender in Entrepreneurial Finance," SocArXiv djf8z, Center for Open Science.
    13. Bryson, Alex & Chevalier, Arnaud, 2015. "Is there a taste for racial discrimination amongst employers?," Labour Economics, Elsevier, vol. 34(C), pages 51-63.
    14. De Paola, Maria & Gioia, Francesca & Scoppa, Vincenzo, 2015. "Are females scared of competing with males? Results from a field experiment," Economics of Education Review, Elsevier, vol. 48(C), pages 117-128.
    15. Ludwig, Sandra & Fellner-Röhling, Gerlinde & Thoma, Carmen, 2017. "Do women have more shame than men? An experiment on self-assessment and the shame of overestimating oneself," European Economic Review, Elsevier, vol. 92(C), pages 31-46.
    16. Marianne Bertrand & Esther Duflo, 2016. "Field Experiments on Discrimination," NBER Working Papers 22014, National Bureau of Economic Research, Inc.
    17. 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.
    18. 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).
    19. John M. Nunley & Mark F. Owens & R. Stephen Howard, 2010. "The Effects of Competition and Information on Racial Discrimination: Evidence from a Field Experiment," Working Papers 201007, Middle Tennessee State University, Department of Economics and Finance.
    20. Silvia Saccardo & Aniela Pietrasz & Uri Gneezy, 2018. "On the Size of the Gender Difference in Competitiveness," Management Science, INFORMS, vol. 64(4), pages 1541-1554, April.

    More about this item

    JEL classification:

    • C78 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Bargaining Theory; Matching Theory
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:18093. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.