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The Context-Bound University Selectivity Premium

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  • Milla, Joniada

    (Saint Mary’s University)

Abstract

In this paper I present a selective survey of the empirical literature on wage premium to university selectivity focusing mainly on the context of the country under analysis and the identification strategies employed. I then estimate the wage premium to university selectivity using Canadian data and two popular methods to correct for non-random selection in universities of different quality: matching methods and instrumental variables (IV). I estimate a wage premium of 7% using the matching estimator, and a premium of 14.8% using the IV estimator for alumni of selective Canadian universities 4–6 years after graduation. My findings are in line with the literature on countries with a moderately differentiated higher education system that has low variation in tuition fees and is well supported by public funds.

Suggested Citation

  • Milla, Joniada, 2017. "The Context-Bound University Selectivity Premium," IZA Discussion Papers 11025, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp11025
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    References listed on IDEAS

    as
    1. Walker, Ian & Zhu, Yu, 2017. "University Selectivity and the Graduate Wage Premium: Evidence from the UK," IZA Discussion Papers 10536, Institute of Labor Economics (IZA).
    2. Long, Mark C., 2010. "Changes in the returns to education and college quality," Economics of Education Review, Elsevier, vol. 29(3), pages 338-347, June.
    3. Elisa Rose Birch & Ian Li & Paul W. Miller, 2009. "The Influences of Institution Attended and Field of Study on Graduates' Starting Salaries," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 42(1), pages 42-63, March.
    4. Lang, Kevin & Siniver, Erez, 2011. "Why is an elite undergraduate education valuable? Evidence from Israel," Labour Economics, Elsevier, vol. 18(6), pages 767-777.
    5. 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.
    6. Christofides, Louis N. & Hoy, Michael & Milla, Joniada & Stengos, Thanasis, 2012. "Grades, Aspirations and Post-Secondary Education Outcomes," IZA Discussion Papers 6867, Institute of Labor Economics (IZA).
    7. Chen, Weiwei & Grove, Wayne A. & Hussey, Andrew, 2012. "The payoff to school selectivity: An application of Dale and Krueger’s method to MBA programs," Economics Letters, Elsevier, vol. 116(2), pages 247-249.
    8. Loury, Linda Datcher & Garman, David, 1995. "College Selectivity and Earnings," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 289-308, April.
    9. Iftikhar Hussain & Sandra McNally & Shqiponja Telhaj, 2009. "University Quality and Graduate Wages in the UK," CEE Discussion Papers 0099, Centre for the Economics of Education, LSE.
    10. 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.
    11. W. Bentley MacLeod & Evan Riehl & Juan E. Saavedra & Miguel Urquiola, 2017. "The Big Sort: College Reputation and Labor Market Outcomes," American Economic Journal: Applied Economics, American Economic Association, vol. 9(3), pages 223-261, July.
    12. Hurwitz, Michael & Goodman, Joshua Samuel & Smith, Jonathan & Fox, Julia, 2015. "The relationship between siblings’ college choices: Evidence from one million SAT-taking families," Scholarly Articles 22805380, Harvard Kennedy School of Government.
    13. Goodman, Joshua & Hurwitz, Michael & Smith, Jonathan & Fox, Julia, 2015. "The relationship between siblings’ college choices: Evidence from one million SAT-taking families," Economics of Education Review, Elsevier, vol. 48(C), pages 75-85.
    14. Bordón, Paola & Braga, Breno, 2020. "Employer learning, statistical discrimination and university prestige," Economics of Education Review, Elsevier, vol. 77(C).
    15. Chevalier, Arnaud & Conlon, Gavan, 2003. "Does It Pay to Attend a Prestigious University?," IZA Discussion Papers 848, Institute of Labor Economics (IZA).
    16. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    17. Sarah R. Cohodes & Joshua S. Goodman, 2014. "Merit Aid, College Quality, and College Completion: Massachusetts' Adams Scholarship as an In-Kind Subsidy," American Economic Journal: Applied Economics, American Economic Association, vol. 6(4), pages 251-285, October.
    18. Monks, James, 2000. "The returns to individual and college characteristics: Evidence from the National Longitudinal Survey of Youth," Economics of Education Review, Elsevier, vol. 19(3), pages 279-289, June.
    19. Jack Britton & Lorraine Dearden & Neil Shephard & Anna Vignoles, 2016. "How English domiciled graduate earnings vary with gender, institution attended, subject and socio-economic background," IFS Working Papers W16/06, Institute for Fiscal Studies.
    20. Black, Dan A. & Smith, J.A.Jeffrey A., 2004. "How robust is the evidence on the effects of college quality? Evidence from matching," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 99-124.
    21. Lena Lindahl & Håkan Regnér, 2005. "College Choice and Subsequent Earnings: Results Using Swedish Sibling Data," Scandinavian Journal of Economics, Wiley Blackwell, vol. 107(3), pages 437-457, September.
    22. Brunello, Giorgio & Cappellari, Lorenzo, 2008. "The labour market effects of Alma Mater: Evidence from Italy," Economics of Education Review, Elsevier, vol. 27(5), pages 564-574, October.
    23. Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 239-267.
    24. Lorraine Dearden & Javier Ferri & Costas Meghir, 2002. "The Effect Of School Quality On Educational Attainment And Wages," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 1-20, February.
    25. Katja Maria Kaufmann & Matthias Messner & Alex Solis, 2013. "Returns to Elite Higher Education in the Marriage Market: Evidence from Chile," Working Papers 489, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    26. Behrman, Jere R & Rosenzweig, Mark R & Taubman, Paul, 1996. "College Choice and Wages: Estimates Using Data on Female Twins," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 672-685, November.
    27. Solis, Alex, 2012. "Does Higher Education Cause Political Participation?: Evidence From a Regression Discontinuity Design," Working Paper Series 2013:13, Uppsala University, Department of Economics.
    28. Wayne A. Grove & Andrew Hussey, 2011. "Returns To Field Of Study Versus School Quality: Mba Selection On Observed And Unobserved Heterogeneity," Economic Inquiry, Western Economic Association International, vol. 49(3), pages 730-749, July.
    29. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    30. Black Dan & Daniel Kermit & Smith Jeffrey, 2005. "College Quality and Wages in the United States," German Economic Review, De Gruyter, vol. 6(3), pages 415-443, August.
    31. 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.
    32. Saavedra, Anna Rosefsky & Saavedra, Juan Esteban, 2011. "Do colleges cultivate critical thinking, problem solving, writing and interpersonal skills?," Economics of Education Review, Elsevier, vol. 30(6), pages 1516-1526.
    33. David Orr, 1999. "Book," Journal of Industrial Ecology, Yale University, vol. 3(4), pages 155-156, October.
    34. Eric A. Hanushek & Victor Lavy & Kohtaro Hitomi, 2008. "Do Students Care about School Quality? Determinants of Dropout Behavior in Developing Countries," Journal of Human Capital, University of Chicago Press, vol. 2(1), pages 69-105.
    35. Long, Mark C., 2008. "College quality and early adult outcomes," Economics of Education Review, Elsevier, vol. 27(5), pages 588-602, October.
    36. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    37. Anna, Petrenko, 2016. "Мaркування готової продукції як складова частина інформаційного забезпечення маркетингової діяльності підприємств овочепродуктового підкомплексу," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 2(1), March.
    38. James, Estelle, et al, 1989. "College Quality and Future Earnings: Where Should You Send Your Child to College?," American Economic Review, American Economic Association, vol. 79(2), pages 247-252, May.
    39. Rodney J. Andrews & Jing Li & Michael F. Lovenheim, 2016. "Quantile Treatment Effects of College Quality on Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 51(1), pages 200-238.
    40. Broecke, Stijn, 2012. "University selectivity and earnings: Evidence from UK data on applications and admissions to university," Economics of Education Review, Elsevier, vol. 31(3), pages 96-107.
    41. Mark Hoekstra, 2009. "The Effect of Attending the Flagship State University on Earnings: A Discontinuity-Based Approach," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 717-724, November.
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    Cited by:

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    2. Andrew Leigh, 2021. "Australian Mobility Report Cards: Which Universities Admit the Most Disadvantaged Students?," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 54(3), pages 331-342, September.

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    More about this item

    Keywords

    university selectivity; wage premium; context;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General

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