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Worker Signals among New College Graduates: The Role of Selectivity and GPA

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Recent studies have found a large earnings premium to attending a more selective college, but the mechanisms underlying this premium have received little attention and remain unclear. In order to shed light on this question, I develop a multidimensional signaling model relying on college grades and selectivity that rationalizes students’ choices of effort and firms’ wage-setting behavior. The model is then used to produce predictions of how the interaction of the signals should be related to wages, namely that the return on college GPA should fall the more selective the institution attended. Using five data sets that span the early 1960s through the late 2000s, I show that the data support the predictions of the signaling model, with support growing stronger over time as college sorting by ability has increased. The findings imply that return to college selectivity depends on GPA, something previously not recognized in the literature, and they can rationalize why employers learn more quickly about college graduates’ productivity than less educated workers’.

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  • Brad J. Hershbein, 2013. "Worker Signals among New College Graduates: The Role of Selectivity and GPA," Upjohn Working Papers 13-190, W.E. Upjohn Institute for Employment Research.
  • Handle: RePEc:upj:weupjo:13-190
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    1. John Bound & Brad Hershbein & Bridget Terry Long, 2009. "Playing the Admissions Game: Student Reactions to Increasing College Competition," Journal of Economic Perspectives, American Economic Association, vol. 23(4), pages 119-146, Fall.
    2. Kahn, Lisa B., 2010. "The long-term labor market consequences of graduating from college in a bad economy," Labour Economics, Elsevier, vol. 17(2), pages 303-316, April.
    3. Lang, Kevin & Siniver, Erez, 2011. "Why is an elite undergraduate education valuable? Evidence from Israel," Labour Economics, Elsevier, vol. 18(6), pages 767-777.
    4. Lange, Fabian & Topel, Robert, 2006. "The Social Value of Education and Human Capital," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 8, pages 459-509, Elsevier.
    5. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    6. Oreopoulos, Philip & Heisz, Andrew, 2006. "The Importance of Signalling in Job Placement and Promotion," Analytical Studies Branch Research Paper Series 2006236e, Statistics Canada, Analytical Studies Branch.
    7. Ofer Malamud & Abigail Wozniak, 2008. "The Impact of College Graduation on Geographic Mobility: Identifying Education Using Multiple Components of Vietnam Draft Risk," Working Papers 0811, Harris School of Public Policy Studies, University of Chicago.
    8. Philip Babcock & Mindy Marks, 2011. "The Falling Time Cost of College: Evidence from Half a Century of Time Use Data," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 468-478, May.
    9. Caroline M. Hoxby, 2009. "The Changing Selectivity of American Colleges," Journal of Economic Perspectives, American Economic Association, vol. 23(4), pages 95-118, Fall.
    10. Kelly Bedard, 2001. "Human Capital versus Signaling Models: University Access and High School Dropouts," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 749-775, August.
    11. Stacy Berg Dale & Alan B. Krueger, 2002. "Estimating the Payoff to Attending a More Selective College: An Application of Selection on Observables and Unobservables," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1491-1527.
    12. Peter Arcidiacono & Patrick Bayer & Aurel Hizmo, 2010. "Beyond Signaling and Human Capital: Education and the Revelation of Ability," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 76-104, October.
    13. Dan A. Black & Jeffrey A. Smith, 2006. "Estimating the Returns to College Quality with Multiple Proxies for Quality," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 701-728, July.
    14. Murnane, Richard J & Willett, John B & Levy, Frank, 1995. "The Growing Importance of Cognitive Skills in Wage Determination," The Review of Economics and Statistics, MIT Press, vol. 77(2), pages 251-266, May.
    15. Gautam Bose & Kevin Lang, 2011. "A Theory of Monitoring and Internal Labor Markets," NBER Working Papers 17623, National Bureau of Economic Research, Inc.
    16. George Psacharopoulos, 1974. "College Quality as a Screening Device?," Journal of Human Resources, University of Wisconsin Press, vol. 9(4), pages 556-558.
    17. Patrick J. Bayer & Peter Arcidiacono & Aurel Hizmo, 2010. "Web Appendix: Beyond Signaling and Human Capital: Education and the Revelation of Ability," Working Papers 10-52, Duke University, Department of Economics.
    18. Bound, John & Brown, Charles & Mathiowetz, Nancy, 2001. "Measurement error in survey data," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 59, pages 3705-3843, Elsevier.
    19. Rothschild, Michael & White, Lawrence J, 1995. "The Analytics of the Pricing of Higher Education and Other Services in Which the Customers Are Inputs," Journal of Political Economy, University of Chicago Press, vol. 103(3), pages 573-586, June.
    20. James Heckman & Edward Vytlacil, 2001. "Identifying The Role Of Cognitive Ability In Explaining The Level Of And Change In The Return To Schooling," The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 1-12, February.
    21. Dominic J. Brewer & Eric Eide & Ronald G. Ehrenberg, 1996. "Does It Pay To Attend An Elite Private College? Cross Cohort Evidence on the Effects of College Quality on Earnings," NBER Working Papers 5613, National Bureau of Economic Research, Inc.
    22. Andrew M. Gill & Duane E. Leigh, 2003. "Do the Returns to Community Colleges Differ between Academic and Vocational Programs?," Journal of Human Resources, University of Wisconsin Press, vol. 38(1).
    23. Fabian Lange, 2007. "The Speed of Employer Learning," Journal of Labor Economics, University of Chicago Press, vol. 25(1), pages 1-35.
    24. Dennis J. Aigner & Glen G. Cain, 1977. "Statistical Theories of Discrimination in Labor Markets," ILR Review, Cornell University, ILR School, vol. 30(2), pages 175-187, January.
    25. Sallee James M & Resch Alexandra M & Courant Paul N, 2008. "On the Optimal Allocation of Students and Resources in a System of Higher Education," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 8(1), pages 1-26, June.
    26. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
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    Cited by:

    1. Stacy B. Dale & Alan B. Krueger, 2014. "Estimating the Effects of College Characteristics over the Career Using Administrative Earnings Data," Journal of Human Resources, University of Wisconsin Press, vol. 49(2), pages 323-358.
    2. Eleanor Wiske Dillon & Jeffrey Andrew Smith, 2020. "The Consequences of Academic Match between Students and Colleges," Journal of Human Resources, University of Wisconsin Press, vol. 55(3), pages 767-808.
    3. Douglas Coate, 2017. "Varsity Sports Participation, College Selectivity, and First Job in Investment Banking or Management Consulting in the US," Working Papers Rutgers University, Newark 2017-001, Department of Economics, Rutgers University, Newark.
    4. Lynne Pepall & Dan Richard, 2014. "Competition, Selectivity and Innovation in the Higher Educational Market," Discussion Papers Series, Department of Economics, Tufts University 0782, Department of Economics, Tufts University.
    5. Michela Vecchi & Catherine Robinson & Maja Savic & Marina Romiti, 2023. "Vertical and Horizontal Mismatch in the UK: Are Graduates' Skills a Good Fit for Their Jobs?," National Institute of Economic and Social Research (NIESR) Discussion Papers 548, National Institute of Economic and Social Research.
    6. repec:hal:journl:hal-03383112 is not listed on IDEAS
    7. repec:hal:spmain:info:hdl:2441/1ta425q4ev9o6a76uep4hjlunc is not listed on IDEAS
    8. Bacalhau, Priscilla & Mattos, Enlinson & Ponczek, Vladimir Pinheiro, 2019. "College quality signaling and individual performance: effects on labor market outcomes after graduation," Textos para discussão 502, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    9. Arnaud Chevalier, 2014. "Does Higher Education Quality Matter in the UK?," Research in Labor Economics, in: Factors Affecting Worker Well-being: The Impact of Change in the Labor Market, volume 40, pages 257-292, Emerald Group Publishing Limited.
    10. Anne Boring & Jennifer Brown, 2021. "Gender and Choices in Higher Education," Working Papers hal-03383112, HAL.
    11. Suhonen, Tuomo, 2013. "Are there returns from university location in a state-funded university system?," Regional Science and Urban Economics, Elsevier, vol. 43(3), pages 465-478.
    12. Michela Vecchi & Maja Savic & Marina Romiti, 2021. "Skill mismatch among UK graduates," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2021-11, Economic Statistics Centre of Excellence (ESCoE).
    13. Gilbert E. Metcalf & James Stock, 2015. "The Role of Integrated Assessment Models in Climate Policy: A User's Guide and Assessment," Discussion Papers Series, Department of Economics, Tufts University 0811, Department of Economics, Tufts University.
    14. Douglas Coate, 2018. "Varsity Sports Participation, College Selectivity, and First Job in Investment Banking or Management Consulting in the US," Working Papers Rutgers University, Newark 2018-002, Department of Economics, Rutgers University, Newark.
    15. Stefano STAFFOLANI & Maria Cristina RECCHIONI, 2016. "Increasing Graduation and Calling for More Autonomy in Higher Education: Is It a Good Thing? A Theoretical Model," Working Papers 419, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    16. Weinstein, Russell, 2017. "University Selectivity, Initial Job Quality, and Longer-Run Salary," IZA Discussion Papers 10911, Institute of Labor Economics (IZA).

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    Keywords

    college graduates; signaling; school quality; grade point average;
    All these keywords.

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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