Nothing Special   »   [go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/bla/jemstr/v28y2019i2p225-246.html
   My bibliography  Save this article

Can social media lead to labor market discrimination? Evidence from a field experiment

Author

Listed:
  • Matthieu Manant
  • Serge Pajak
  • Nicolas Soulié
Abstract
In this paper, we investigate the role of social media as a source of information for recruiters to discriminate applicants. We set up a field experiment over a 12‐month period, involving more than 800 applications from two fictitious applicants which differed in their perceived origins, which is an information available only from their Facebook profiles. During the experiment, an unexpected change in the Facebook layout reduced the salience of the information available on social media profiles. Before this change, a significant 41.7% gap between the two applicants callback rates highlights that personal online profiles are used by recruiters as a source of information to discriminate against applicants of foreign origin. After the layout change that mitigates our signal, the difference in callback rates fades away. This result suggests that the screening conducted by the employers does not go beyond the main pages of profiles. It also illustrates that design choices made by online platforms may have important consequences on the extent of discrimination.

Suggested Citation

  • Matthieu Manant & Serge Pajak & Nicolas Soulié, 2019. "Can social media lead to labor market discrimination? Evidence from a field experiment," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 28(2), pages 225-246, April.
  • Handle: RePEc:bla:jemstr:v:28:y:2019:i:2:p:225-246
    DOI: 10.1111/jems.12291
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/jems.12291
    Download Restriction: no

    File URL: https://libkey.io/10.1111/jems.12291?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Bursell, Moa, 2007. "What's in a name? A field experiment test for the existence of ethnic discrimination in the hiring process," SULCIS Working Papers 2007:7, Stockholm University, Linnaeus Center for Integration Studies - SULCIS.
    2. James W. Albrecht & Jan C. Van Ours, 2006. "Using Employer Hiring Behavior to Test the Educational Signaling Hypothesis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 108(3), pages 361-372, October.
    3. Anthony Edo & Nicolas Jacquemet & Constantine Yannelis, 2019. "Language skills and homophilous hiring discrimination: Evidence from gender and racially differentiated applications," Review of Economics of the Household, Springer, vol. 17(1), pages 349-376, March.
    4. Harry J. Holzer, 1987. "Hiring Procedures in the Firm: Their Economic Determinants and Outcomes," NBER Working Papers 2185, National Bureau of Economic Research, Inc.
    5. Francis Kramarz & Oskar Nordström Skans, 2014. "When Strong Ties are Strong: Networks and Youth Labour Market Entry," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(3), pages 1164-1200.
    6. Galarza, Francisco B. & Yamada, Gustavo, 2014. "Labor Market Discrimination in Lima, Peru: Evidence from a Field Experiment," World Development, Elsevier, vol. 58(C), pages 83-94.
    7. Booth, Alison & Leigh, Andrew, 2010. "Do employers discriminate by gender? A field experiment in female-dominated occupations," Economics Letters, Elsevier, vol. 107(2), pages 236-238, May.
    8. Jacquemet, Nicolas & Yannelis, Constantine, 2012. "Indiscriminate discrimination: A correspondence test for ethnic homophily in the Chicago labor market," Labour Economics, Elsevier, vol. 19(6), pages 824-832.
    9. Patrick Bayer & Stephen L. Ross & Giorgio Topa, 2008. "Place of Work and Place of Residence: Informal Hiring Networks and Labor Market Outcomes," Journal of Political Economy, University of Chicago Press, vol. 116(6), pages 1150-1196, December.
    10. Riach, Peter A & Rich, Judith, 1991. "Testing for Racial Discrimination in the Labour Market," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 15(3), pages 239-256, September.
    11. DeVaro, Jed, 2008. "The labor market effects of employer recruitment choice," European Economic Review, Elsevier, vol. 52(2), pages 283-314, February.
    12. Jos Van Ommeren & Derk Wentink, 2012. "The (Hidden) Cost Of Employer Parking Policies," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(3), pages 965-978, August.
    13. 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.
    14. Elena Obukhova & George Lan, 2013. "Do Job Seekers Benefit from Contacts? A Direct Test with Contemporaneous Searches," Management Science, INFORMS, vol. 59(10), pages 2204-2216, October.
    15. Emmanuel Duguet & Pascale Petit, 2005. "Hiring discrimination in the French financial sector: an econometric analysis on field experiment data," Annals of Economics and Statistics, GENES, issue 78, pages 79-102.
    16. P. A. Riach & J. Rich, 2002. "Field Experiments of Discrimination in the Market Place," Economic Journal, Royal Economic Society, vol. 112(483), pages 480-518, November.
    17. Emmanuel Duguet & Noam Leandri & Yannick L'horty & Pascale Petit, 2010. "Are Young French Jobseekers of Ethnic Immigrant Origin Discriminated Against? A Controlled Experiment in the Paris Area," Annals of Economics and Statistics, GENES, issue 99-100, pages 187-215.
    18. Ali M. Ahmed & Lina Andersson & Mats Hammarstedt, 2013. "Are Gay Men and Lesbians Discriminated against in the Hiring Process?," Southern Economic Journal, John Wiley & Sons, vol. 79(3), pages 565-585, January.
    19. Philip Oreopoulos, 2009. "Why Do Skilled Immigrants Struggle in the Labor Market? A Field Experiment with Six Thousand Resumes," NBER Working Papers 15036, National Bureau of Economic Research, Inc.
    20. Anthony Edo & Nicolas Jacquemet, 2013. "Discrimination à l'embauche selon l'origine et le genre : défiance indifférenciée ou ciblée sur certains groupes ?," Économie et Statistique, Programme National Persée, vol. 464(1), pages 155-172.
    21. Stefan Eriksson & Dan-Olof Rooth, 2014. "Do Employers Use Unemployment as a Sorting Criterion When Hiring? Evidence from a Field Experiment," American Economic Review, American Economic Association, vol. 104(3), pages 1014-1039, March.
    22. Weichselbaumer, Doris, 2003. "Sexual orientation discrimination in hiring," Labour Economics, Elsevier, vol. 10(6), pages 629-642, December.
    23. Vojtěch Bartoš & Michal Bauer & Julie Chytilová & Filip Matějka, 2016. "Attention Discrimination: Theory and Field Experiments with Monitoring Information Acquisition," American Economic Review, American Economic Association, vol. 106(6), pages 1437-1475, June.
    24. Yannis M. Ioannides & Linda Datcher Loury, 2004. "Job Information Networks, Neighborhood Effects, and Inequality," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1056-1093, December.
    25. 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.
    26. Peter Kuhn & Hani Mansour, 2014. "Is Internet Job Search Still Ineffective?," Economic Journal, Royal Economic Society, vol. 124(581), pages 1213-1233, December.
    27. Harminder Battu & Yves Zenou, 2010. "Oppositional Identities and Employment for Ethnic Minorities: Evidence from England," Economic Journal, Royal Economic Society, vol. 120(542), pages 52-71, February.
    28. Alberto Bisin & Eleonora Patacchini & Thierry Verdier & Yves Zenou, 2008. "Are Muslim Immigrants Different in Terms of Cultural Integration?," Journal of the European Economic Association, MIT Press, vol. 6(2-3), pages 445-456, 04-05.
    29. 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.
    30. O Blanchard & A Landier, 2002. "The Perverse Effects of Partial Labour Market Reform: fixed--Term Contracts in France," Economic Journal, Royal Economic Society, vol. 112(480), pages 214-244, June.
    31. Leigh Clark & Sherry Roberts, 2010. "Employer’s Use of Social Networking Sites: A Socially Irresponsible Practice," Journal of Business Ethics, Springer, vol. 95(4), pages 507-525, September.
    32. Adina D. Sterling, 2014. "Friendships and Search Behavior in Labor Markets," Management Science, INFORMS, vol. 60(9), pages 2341-2354, September.
    33. 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.
    34. Peter Kuhn, 2014. "The internet as a labor market matchmaker," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-18, May.
    35. Drydakis, Nick, 2009. "Sexual orientation discrimination in the labour market," Labour Economics, Elsevier, vol. 16(4), pages 364-372, August.
    36. Michele Pellizzari, 2010. "Do Friends and Relatives Really Help in Getting a Good Job?," ILR Review, Cornell University, ILR School, vol. 63(3), pages 494-510, April.
    37. repec:iza:izawol:journl:y:2014:p:18 is not listed on IDEAS
    38. repec:hal:pseose:hal-00745109 is not listed on IDEAS
    39. repec:adr:anecst:y:2010:i:99-100:p:09 is not listed on IDEAS
    40. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    41. repec:adr:anecst:y:2005:i:78:p:04 is not listed on IDEAS
    42. David H. Autor, 2001. "Wiring the Labor Market," Journal of Economic Perspectives, American Economic Association, vol. 15(1), pages 25-40, Winter.
    43. 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.
    44. Arrow, Kenneth J., 1973. "Higher education as a filter," Journal of Public Economics, Elsevier, vol. 2(3), pages 193-216, July.
    45. repec:feb:natura:0058 is not listed on IDEAS
    46. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    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. Manant, Matthieu & Pajak, Serge & Soulié, Nicolas, 2014. "Do recruiters 'like' it? Online social networks and privacy in hiring: a pseudo-randomized experiment," MPRA Paper 56845, University Library of Munich, Germany.
    2. Gaddis, S. Michael, 2018. "An Introduction to Audit Studies in the Social Sciences," SocArXiv e5hfc, Center for Open Science.
    3. Marianne Bertrand & Esther Duflo, 2016. "Field Experiments on Discrimination," NBER Working Papers 22014, National Bureau of Economic Research, Inc.
    4. Marianne Bertrand & Esther Duflo, 2016. "Field Experiments on Discrimination," NBER Working Papers 22014, National Bureau of Economic Research, Inc.
    5. Baert, Stijn, 2017. "Hiring Discrimination: An Overview of (Almost) All Correspondence Experiments Since 2005," GLO Discussion Paper Series 61, Global Labor Organization (GLO).
    6. 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.
    7. 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).
    8. Anthony Edo & Nicolas Jacquemet & Constantine Yannelis, 2019. "Language skills and homophilous hiring discrimination: Evidence from gender and racially differentiated applications," Review of Economics of the Household, Springer, vol. 17(1), pages 349-376, March.
    9. David Neumark, 2018. "Experimental Research on Labor Market Discrimination," Journal of Economic Literature, American Economic Association, vol. 56(3), pages 799-866, September.
    10. Loic Du Parquet & Pascale Petit, 2019. "Discrimination à l’embauche : Ce que nous apprennent deux décennies de testings en France," Working Papers hal-02333816, HAL.
    11. Souleymane Mbaye, 2019. "Trois évaluations d’actions de lutte contre les discriminations," Erudite Ph.D Dissertations, Erudite, number ph19-01 edited by Pascale Petit.
    12. Laetitia Challe & Yannick L'Horty & Pascale Petit & François-Charles Wolff, 2018. "Les discriminations dans l'accès à l'emploi privé et public : les effets de l'origine, de l'adresse, du sexe et de l'orientation sexuelle," Working Papers halshs-01878469, HAL.
    13. 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.
    14. Jacquemet, Nicolas & Yannelis, Constantine, 2012. "Indiscriminate discrimination: A correspondence test for ethnic homophily in the Chicago labor market," Labour Economics, Elsevier, vol. 19(6), pages 824-832.
    15. Doris Weichselbaumer, 2015. "Testing for Discrimination against Lesbians of Different Marital Status: A Field Experiment," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 54(1), pages 131-161, January.
    16. Valfort, Marie-Anne, 2020. "Anti-Muslim discrimination in France: Evidence from a field experiment," World Development, Elsevier, vol. 135(C).
    17. Berson, Clémence & Laouénan, Morgane & Valat, Emmanuel, 2020. "Outsourcing recruitment as a solution to prevent discrimination: A correspondence study," Labour Economics, Elsevier, vol. 64(C).
    18. Schaerer, Michael & du Plessis, Christilene & Nguyen, My Hoang Bao & van Aert, Robbie C.M. & Tiokhin, Leo & Lakens, Daniël & Giulia Clemente, Elena & Pfeiffer, Thomas & Dreber, Anna & Johannesson, Mag, 2023. "On the trajectory of discrimination: A meta-analysis and forecasting survey capturing 44 years of field experiments on gender and hiring decisions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 179(C).
    19. Eleonora Patacchini & Giuseppe Ragusa & Yves Zenou, 2015. "Unexplored dimensions of discrimination in Europe: homosexuality and physical appearance," Journal of Population Economics, Springer;European Society for Population Economics, vol. 28(4), pages 1045-1073, October.
    20. Piopiunik, Marc & Schwerdt, Guido & Simon, Lisa & Woessmann, Ludger, 2020. "Skills, signals, and employability: An experimental investigation," European Economic Review, Elsevier, vol. 123(C).

    More about this item

    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:bla:jemstr:v:28:y:2019:i:2:p:225-246. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.kellogg.northwestern.edu/research/journals/JEMS/ .

    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.