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The More you Know: Information Effects in Job Application Rates by Gender in a Large Field Experiment

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Abstract

This paper presents the results from a field experiment which varies the amount of information seen by two million job seekers when viewing 100,000 job postings on a large online job posting website. The information seen is the true number of people who previously started an application. This intervention increases the likelihood a person will start/finish an application by 2-5%, representing a potential increase of thousands of applications per day. Beyond increasing applications, the treatment also changes the makeup of the applicant pool by increasing the number of women who apply.Firms in industries like high tech and finance that are highly represented on this job posting website, may be particularly interested in this low cost, light touch intervention to increase the number of female applicants.

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  • Laura Gee, 2014. "The More you Know: Information Effects in Job Application Rates by Gender in a Large Field Experiment," Discussion Papers Series, Department of Economics, Tufts University 0780, Department of Economics, Tufts University.
    • Handle: RePEc:tuf:tuftec:0780
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    1. Jeffrey A. Flory & Andreas Leibbrandt & John A. List, 2015. "Do Competitive Workplaces Deter Female Workers? A Large-Scale Natural Field Experiment on Job Entry Decisions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(1), pages 122-155.
    2. Alvin E. Roth, 2009. "What Have We Learned from Market Design?," Innovation Policy and the Economy, University of Chicago Press, vol. 9(1), pages 79-112.
    3. Das, Sanmay & Tsitsiklis, John N., 2010. "When is it important to know you've been rejected? A search problem with probabilistic appearance of offers," Journal of Economic Behavior & Organization, Elsevier, vol. 74(1-2), pages 104-122, May.
    4. Weitzman, Martin L, 1979. "Optimal Search for the Best Alternative," Econometrica, Econometric Society, vol. 47(3), pages 641-654, May.
    5. Orazem, Peter F & Mattila, J Peter, 1998. "Male-Female Supply to State Government Jobs and Comparable Worth," Journal of Labor Economics, University of Chicago Press, vol. 16(1), pages 95-121, January.
    6. Galenianos, Manolis & Kircher, Philipp, 2009. "Directed search with multiple job applications," Journal of Economic Theory, Elsevier, vol. 144(2), pages 445-471, March.
    7. van Ours, Jan & Ridder, Geert, 1992. "Vacancies and the Recruitment of New Employees," Journal of Labor Economics, University of Chicago Press, vol. 10(2), pages 138-155, April.
    8. Linda Babcock & George Loewenstein, 1997. "Explaining Bargaining Impasse: The Role of Self-Serving Biases," Journal of Economic Perspectives, American Economic Association, vol. 11(1), pages 109-126, Winter.
    9. Braunstein, Yale M & Schotter, Andrew, 1982. "Labor Market Search: An Experimental Study," Economic Inquiry, Western Economic Association International, vol. 20(1), pages 133-144, January.
    10. Andrea Weber & Christine Zulehner, 2010. "Female Hires and the Success of Start-Up Firms," American Economic Review, American Economic Association, vol. 100(2), pages 358-361, May.
    11. Eckel, Catherine C. & Grossman, Philip J., 2008. "Men, Women and Risk Aversion: Experimental Evidence," Handbook of Experimental Economics Results, in: Charles R. Plott & Vernon L. Smith (ed.), Handbook of Experimental Economics Results, edition 1, volume 1, chapter 113, pages 1061-1073, Elsevier.
    12. Judith K. Hellerstein & David Neumark & Kenneth R. Troske, 2002. "Market Forces and Sex Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 37(2), pages 353-380.
    13. Pascale Petit, 2004. "Hiring discrimination: a field experiment in the French financial sector," Cahiers de la Maison des Sciences Economiques v04086, Université Panthéon-Sorbonne (Paris 1).
    14. David C. Nachman, 1972. "On Risk Aversion and Optimal Stopping," Discussion Papers 26, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
    15. David Eil & Justin M. Rao, 2011. "The Good News-Bad News Effect: Asymmetric Processing of Objective Information about Yourself," American Economic Journal: Microeconomics, American Economic Association, vol. 3(2), pages 114-138, May.
    16. Yoram Halevy, 2007. "Ellsberg Revisited: An Experimental Study," Econometrica, Econometric Society, vol. 75(2), pages 503-536, March.
    17. Telser, L G, 1973. "Searching for the Lowest Price," American Economic Review, American Economic Association, vol. 63(2), pages 40-49, May.
    18. Petit, Pascale, 2007. "The effects of age and family constraints on gender hiring discrimination: A field experiment in the French financial sector," Labour Economics, Elsevier, vol. 14(3), pages 371-391, June.
    19. Catherine Tucker & Juanjuan Zhang, 2011. "How Does Popularity Information Affect Choices? A Field Experiment," Management Science, INFORMS, vol. 57(5), pages 828-842, May.
    20. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    21. Peter Kuhn & Kailing Shen, 2013. "Gender Discrimination in Job Ads: Evidence from China," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 287-336.
    22. Roberto M. Fernandez & Colette Friedrich, 2011. "Gender Sorting at the Application Interface," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 50(4), pages 591-609, October.
    23. Schotter, Andrew & Braunstein, Yale M, 1981. "Economic Search: An Experimental Study," Economic Inquiry, Western Economic Association International, vol. 19(1), pages 1-25, January.
    24. Barron, John M & Bishop, John & Dunkelberg, William C, 1985. "Employer Search: The Interviewing and Hiring of New Employees," The Review of Economics and Statistics, MIT Press, vol. 67(1), pages 43-52, February.
    25. Mortensen, Dale T, 1970. "Job Search, the Duration of Unemployment, and the Phillips Curve," American Economic Review, American Economic Association, vol. 60(5), pages 847-862, December.
    26. Gilboa, Itzhak & Schmeidler, David, 1989. "Maxmin expected utility with non-unique prior," Journal of Mathematical Economics, Elsevier, vol. 18(2), pages 141-153, April.
    27. Anderson, Lisa R & Holt, Charles A, 1997. "Information Cascades in the Laboratory," American Economic Review, American Economic Association, vol. 87(5), pages 847-862, December.
    28. Clare Chua Chow & Rakesh Sarin, 2002. "Known, Unknown, and Unknowable Uncertainties," Theory and Decision, Springer, vol. 52(2), pages 127-138, March.
    29. Oberholzer-Gee, Felix, 2008. "Nonemployment stigma as rational herding: A field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 65(1), pages 30-40, January.
    30. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    31. Kohn, Meir G. & Shavell, Steven, 1974. "The theory of search," Journal of Economic Theory, Elsevier, vol. 9(2), pages 93-123, October.
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    Cited by:

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    2. Bhole, Monica & Fradkin, Andrey & Horton, John, 2021. "Information About Vacancy Competition Redirects Job Search," SocArXiv p82fk, Center for Open Science.
    3. Yan Chen & Joseph Konstan, 2015. "Online field experiments: a selective survey of methods," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 29-42, July.
    4. Anya Samek, 2019. "Gender Differences in Job Entry Decisions: A University-Wide Field Experiment," Management Science, INFORMS, vol. 65(7), pages 3272-3281, July.
    5. Tara Sinclair & Mariano Mamertino, 2016. "Online Job Search and Migration Intentions Across EU Member States," Working Papers 2016-5, The George Washington University, Institute for International Economic Policy.
    6. Edward P. Lazear & Kathryn L. Shaw & Christopher T. Stanton, 2016. "Who Gets Hired? The Importance of Finding an Open Slot," NBER Working Papers 22202, National Bureau of Economic Research, Inc.
    7. R. Jason Faberman & Marianna Kudlyak, 2016. "What Does Online Job Search Tell Us about the Labor Market?," Economic Perspectives, Federal Reserve Bank of Chicago, issue 1, pages 1-15.
    8. Chen, Yan & Lu, Fangwen & Zhang, Jinan, 2017. "Social comparisons, status and driving behavior," Journal of Public Economics, Elsevier, vol. 155(C), pages 11-20.
    9. Fabo, B., 2017. "Towards an understanding of job matching using web data," Other publications TiSEM b8b877f2-ae6a-495f-b6cc-9, Tilburg University, School of Economics and Management.

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