IDEAS home Printed from https://ideas.repec.org/p/iuj/wpaper/ems_2016_03.html
   My bibliography  Save this paper

Do Job Applicants also Discriminate Potential Employers? Evidence from the World's Largest Online Labor Market

Author

Listed:
  • Yusuke Jinnai

    (International Univeristy of Japan)

Abstract

A number of papers have examined labor-market discrimination in traditional labor markets and demonstrated that employers have strong tastes over job applicants. However, so far little is known about potential discrimination in online labor markets, where personal information on gender, race, age, education, etc. is not available. Moreover, few studies have discussed another potential discrimination against employers by job applicants. This paper answers this under-investigated question by using data from the world's largest online labor market, Freelancer.com, where all transactions are publicly observable. Estimation results show that applicants have strong preference over the jobs posted by employers from English-speaking developed countries. These employers receive 23.3% higher number of applications from higher-skilled workers, which results in 17.5% lower price through competition. By demonstrating these new empirical findings, this study contributes and bridges the literature on labor-market discrimination and that on online behavior.

Suggested Citation

  • Yusuke Jinnai, 2016. "Do Job Applicants also Discriminate Potential Employers? Evidence from the World's Largest Online Labor Market," Working Papers EMS_2016_03, Research Institute, International University of Japan.
  • Handle: RePEc:iuj:wpaper:ems_2016_03
    as

    Download full text from publisher

    File URL: https://www.iuj.ac.jp/workingpapers/index.cfm?File=EMS_2016_03.pdf
    File Function: First version, 2016
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Eva O. Arceo-Gomez & Raymundo M. Campos-Vazquez, 2014. "Race and Marriage in the Labor Market: A Discrimination Correspondence Study in a Developing Country," American Economic Review, American Economic Association, vol. 104(5), pages 376-380, May.
    3. Roland G. Fryer & Steven D. Levitt, 2004. "The Causes and Consequences of Distinctively Black Names," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(3), pages 767-805.
    4. Carlsson, Magnus & Rooth, Dan-Olof, 2007. "Evidence of ethnic discrimination in the Swedish labor market using experimental data," Labour Economics, Elsevier, vol. 14(4), pages 716-729, August.
    5. Michael Anderson & Jeremy Magruder, 2012. "Learning from the Crowd: Regression Discontinuity Estimates of the Effects of an Online Review Database," Economic Journal, Royal Economic Society, vol. 122(563), pages 957-989, September.
    6. Annabelle Krause & Ulf Rinne & Klaus Zimmermann, 2012. "Anonymous job applications in Europe," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-20, December.
    7. Ahmed, Ali M. & Hammarstedt, Mats, 2008. "Discrimination in the rental housing market: A field experiment on the Internet," Journal of Urban Economics, Elsevier, vol. 64(2), pages 362-372, September.
    8. Sanjeev Dewan & Vernon Hsu, 2004. "Adverse Selection In Electronic Markets: Evidence From Online Stamp Auctions," Journal of Industrial Economics, Wiley Blackwell, vol. 52(4), pages 497-516, December.
    9. 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.
    10. 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.
    11. Kenneth J. Arrow, 1998. "What Has Economics to Say about Racial Discrimination?," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 91-100, Spring.
    12. Qin Lei, 2011. "FINANCIAL VALUE OF REPUTATION: EVIDENCE FROM THE eBAY AUCTIONS OF GMAIL INVITATIONS," Journal of Industrial Economics, Wiley Blackwell, vol. 59(3), pages 422-456, September.
    13. Luís Cabral & Ali Hortaçsu, 2010. "The Dynamics Of Seller Reputation: Evidence From Ebay," Journal of Industrial Economics, Wiley Blackwell, vol. 58(1), pages 54-78, March.
    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. Ian Ayres & Mahzarin Banaji & Christine Jolls, 2015. "Race effects on eBay," RAND Journal of Economics, RAND Corporation, vol. 46(4), pages 891-917, October.
    2. Chowdhury, Shyamal & Ooi, Evarn & Slonim, Robert, 2017. "Racial discrimination and white first name adoption: a field experiment in the Australian labour market," Working Papers 2017-15, University of Sydney, School of Economics.
    3. Eva O. Arceo-Gomez & Raymundo M. Campos-Vazquez, 2014. "Race and Marriage in the Labor Market: A Discrimination Correspondence Study in a Developing Country," American Economic Review, American Economic Association, vol. 104(5), pages 376-380, May.
    4. Marianne Bertrand & Esther Duflo, 2016. "Field Experiments on Discrimination," NBER Working Papers 22014, National Bureau of Economic Research, Inc.
    5. Gaddis, S. Michael, 2018. "An Introduction to Audit Studies in the Social Sciences," SocArXiv e5hfc, Center for Open Science.
    6. Chowdhury, Shyamal & Ooi, Evarn & Slonim, Robert, 2020. "Racial Discrimination and White First Name Adoption: Evidence from a Correspondence Study in the Australian Labour Market," IZA Discussion Papers 13208, Institute of Labor Economics (IZA).
    7. Marianne Bertrand & Esther Duflo, 2016. "Field Experiments on Discrimination," NBER Working Papers 22014, National Bureau of Economic Research, Inc.
    8. Asali, Muhammad & Pignatti, Norberto & Skhirtladze, Sophiko, 2017. "Employment Discrimination in a Former Soviet Union Republic: Evidence from a Field Experiment," IZA Discussion Papers 11056, Institute of Labor Economics (IZA).
    9. Nikoloz Kudashvili & Philipp Lergetporer, 2019. "Do Minorities Misrepresent Their Ethnicity to Avoid Discrimination?," CESifo Working Paper Series 7861, CESifo.
    10. 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.
    11. Haoran He & Sherry Xin Li & Yuling Han, 2023. "Labor Market Discrimination against Family Responsibilities: A Correspondence Study with Policy Change in China," Journal of Labor Economics, University of Chicago Press, vol. 41(2), pages 361-387.
    12. Batsaikhan, Mongoljin & Gørtz, Mette & Kennes, John & Lyng, Ran Sun & Monte, Daniel & Tumennasan, Norovsambuu, 2021. "Discrimination and Daycare Choice: Evidence from a Randomized Survey," IZA Discussion Papers 14874, Institute of Labor Economics (IZA).
    13. Berson, Clémence & Laouénan, Morgane & Valat, Emmanuel, 2020. "Outsourcing recruitment as a solution to prevent discrimination: A correspondence study," Labour Economics, Elsevier, vol. 64(C).
    14. Zschirnt, Eva & Ruedin, Didier, 2016. "Ethnic discrimination in hiring decisions: A meta-analysis of correspondence tests 1990–2015," EconStor Preprints 142176, ZBW - Leibniz Information Centre for Economics.
    15. Attakrit Leckcivilize & Alexander Straub, 2018. "Headscarf and job recruitment—lifting the veil of labour market discrimination," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-32, December.
    16. Weichselbaumer, Doris & Schuster, Julia, 2021. "The Effect of Photos and a Local-Sounding Name on Discrimination against Ethnic Minorities in Austria," IZA Discussion Papers 14495, Institute of Labor Economics (IZA).
    17. Asali, Muhammad & Pignatti, Norberto & Skhirtladze, Sophiko, 2018. "Employment discrimination in a former Soviet Union Republic: Evidence from a field experiment," Journal of Comparative Economics, Elsevier, vol. 46(4), pages 1294-1309.
    18. Fath, Sean & Larrick, Richard P. & Soll, Jack B., 2022. "Blinding curiosity: Exploring preferences for “blinding” one’s own judgment," Organizational Behavior and Human Decision Processes, Elsevier, vol. 170(C).
    19. Carlsson, Magnus & Fumarco, Luca & Rooth, Dan-Olof, 2018. "Does Labor Market Tightness Affect Ethnic Discrimination in Hiring?," IZA Discussion Papers 11285, Institute of Labor Economics (IZA).
    20. Rich, Judy, 2014. "What Do Field Experiments of Discrimination in Markets Tell Us? A Meta Analysis of Studies Conducted since 2000," IZA Discussion Papers 8584, Institute of Labor Economics (IZA).

    More about this item

    Keywords

    Discrimination; Online labor market; Job search; Crowdsourcing;
    All these keywords.

    JEL classification:

    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • J20 - Labor and Demographic Economics - - Demand and Supply of Labor - - - General

    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:iuj:wpaper:ems_2016_03. 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: Kazumi Imai, Office of Academic Affairs (email available below). General contact details of provider: https://edirc.repec.org/data/gsiujjp.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.