[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp2784.html
   My bibliography  Save this paper

Post-Secondary Education in Canada: Can Ability Bias Explain the Earnings Gap Between College and University Graduates?

Author

Listed:
  • Caponi, Vincenzo

    (CREST)

  • Plesca, Miana

    (University of Guelph)

Abstract
Using the Canadian General Social Survey we compute returns to post-secondary education relative to high-school. Unlike previous research using Canadian data, our dataset allows us to control for ability selection into higher education. We find strong evidence of positive ability selection into all levels of post-secondary education for men and weaker positive selection for women. Since the ability selection is stronger for higher levels of education, particularly for university, the difference in returns between university and college or trades education decreases slightly after accounting for ability bias. However, a puzzling large gap persists, with university-educated men still earning over 20% more than men with college or trades education. Moreover, contrary to previous Canadian literature that reports higher returns for women, we document that the OLS hourly wage returns to university education are the same for men and women. OLS returns are higher for women only if weekly or yearly wages are considered instead, because university-educated women work more hours than the average. Nevertheless, once we account for ability selection into post-secondary education, we generally find higher returns for women than for men for all wage measures as a result of the stronger ability selection for men.

Suggested Citation

  • Caponi, Vincenzo & Plesca, Miana, 2007. "Post-Secondary Education in Canada: Can Ability Bias Explain the Earnings Gap Between College and University Graduates?," IZA Discussion Papers 2784, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp2784
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp2784.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Lechner, Michael, 1999. "Identification and Estimation of Causal Effects of Multiple Treatments Under the Conditional Independence Assumption," IZA Discussion Papers 91, Institute of Labor Economics (IZA).
    2. Racine, Jeff & Li, Qi, 2004. "Nonparametric estimation of regression functions with both categorical and continuous data," Journal of Econometrics, Elsevier, vol. 119(1), pages 99-130, March.
    3. Annette Bergemann & Bernd Fitzenberger & Stefan Speckesser, 2009. "Evaluating the dynamic employment effects of training programs in East Germany using conditional difference-in-differences," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 797-823.
    4. Ana M. Ferrer & W. Craig Riddell, 2002. "The role of credentials in the Canadian labour market," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 35(4), pages 879-905, November.
    5. Miana Plesca & Jeffrey Smith, 2008. "Evaluating multi-treatment programs: theory and evidence from the U.S. Job Training Partnership Act experiment," Studies in Empirical Economics, in: Christian Dustmann & Bernd Fitzenberger & Stephen Machin (ed.), The Economics of Education and Training, pages 293-330, Springer.
    6. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    7. James Heckman & Salvador Navarro-Lozano, 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 30-57, February.
    8. 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.
    9. Kane, Thomas J & Rouse, Cecilia Elena, 1995. "Labor-Market Returns to Two- and Four-Year College," American Economic Review, American Economic Association, vol. 85(3), pages 600-614, June.
    10. Patrick Puhani, 2000. "The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
    11. Heckman, James J. & Lochner, Lance J. & Todd, Petra E., 2006. "Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 7, pages 307-458, Elsevier.
    12. Daniel Boothby & Torben Drewes, 2006. "Postsecondary Education in Canada: Returns to University, College and Trades Education," Canadian Public Policy, University of Toronto Press, vol. 32(1), pages 1-22, March.
    13. J. B. Burbidge & L. Magee & A. Leslie Robb, 2002. "The Education Premium in Canada and the United States," Canadian Public Policy, University of Toronto Press, vol. 28(2), pages 203-217, June.
    14. Erik Plug & Wim Vijverberg, 2003. "Schooling, Family Background, and Adoption: Is It Nature or Is It Nurture?," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 611-641, June.
    15. Solon, Gary, 1999. "Intergenerational mobility in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 29, pages 1761-1800, Elsevier.
    16. Gary S. Becker & H. Gregg Lewis, 1974. "Interaction between Quantity and Quality of Children," NBER Chapters, in: Economics of the Family: Marriage, Children, and Human Capital, pages 81-90, National Bureau of Economic Research, Inc.
    17. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    18. Louis N. Christofides & Michael Hoy & Ling Yang, 2006. "The Gender Imbalance in Participation in Canadian Universities (1977-2003)," Working Papers 0610, University of Guelph, Department of Economics and Finance.
    19. Kristin F. Butcher & Anne Case, 1994. "The Effect of Sibling Sex Composition on Women's Education and Earnings," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 531-563.
    20. Francois Vaillancourt, 1995. "The Private and Total Returns to Education in Canada, 1985," Canadian Journal of Economics, Canadian Economics Association, vol. 28(3), pages 532-554, August.
    21. Grubb, W. Norton, 2002. "Learning and earning in the middle, part II: state and local studies of pre-baccalaureate education," Economics of Education Review, Elsevier, vol. 21(5), pages 401-414, October.
    22. Jose C. Galdo & Jeffrey Smith & Dan Black, 2008. "Bandwidth Selection and the Estimation of Treatment Effects with Unbalanced Data," Annals of Economics and Statistics, GENES, issue 91-92, pages 189-216.
    23. Grubb, W. Norton, 2002. "Learning and earning in the middle, part I: national studies of pre-baccalaureate education," Economics of Education Review, Elsevier, vol. 21(4), pages 299-321, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nakabayashi, Masaki, 2011. "Schooling, employer learning, and internal labor market effect: Wage dynamics and human capital investment in the Japanese steel industry, 1930-1960s," MPRA Paper 30597, University Library of Munich, Germany.
    2. Alessandrini, Diana, 2018. "Is post-secondary education a safe port and for whom? Evidence from Canadian data," Economics of Education Review, Elsevier, vol. 67(C), pages 1-13.
    3. Celeste K. Carruthers & Christopher Jepsen, 2020. "Vocational Education: An International Perspective," CESifo Working Paper Series 8718, CESifo.
    4. Strawinski, Pawel, 2007. "Changes In Return To Higher Education In Poland 1998-2004," MPRA Paper 5185, University Library of Munich, Germany.
    5. Luiza Antonie & Miana Plesca & Jennifer Teng, 2016. "Heterogeneity in the Gender Wage Gap in Canada," Working Papers 1603, University of Guelph, Department of Economics and Finance.
    6. NAKABAYASHI, Masaki, 2011. "Acquired Skills and Learned Abilities: Wage Dynamics of Blue-collar Workers in Internal Labor Markets," ISS Discussion Paper Series (series F) f153, Institute of Social Science, The University of Tokyo, revised Apr 2012.
    7. Sylvain Dessy & Safa Ragued, 2013. "Whither the Progressive Tax?," Cahiers de recherche 1340, CIRPEE.
    8. Wen Fan, 2012. "Estimating the Return to College in Britain Using Regression and Propensity Score Matching," LABOUR, CEIS, vol. 26(1), pages 31-45, March.
    9. Moeeni, Safoura & Wei, Feng, 2022. "The labor market returns to unobserved skills: Evidence from a gender quota," CLEF Working Paper Series 53, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    10. Kelly Foley, 2019. "The gender gap in university enrolment: Do parents play a role beyond investing in skills?," Canadian Journal of Economics, Canadian Economics Association, vol. 52(2), pages 441-489, May.
    11. Paweł Strawiński, 2009. "Efekt zewnętrzny wykształcenia," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 5-6, pages 39-60.
    12. Strawinski, Pawel, 2008. "External Return to Education in Poland," MPRA Paper 11598, University Library of Munich, Germany.
    13. Strawinski, Pawel, 2008. "Changes in return to higher education in Poland 1998-2005," MPRA Paper 9533, University Library of Munich, Germany.

    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. Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2003. "Evaluating the impact of education on earnings in the UK: Models, methods and results from the NCDS," IFS Working Papers W03/20, Institute for Fiscal Studies.
    2. Chung, Anna, 2008. "The Effects of For-Profit College Training on Earnings," MPRA Paper 18972, University Library of Munich, Germany, revised May 2009.
    3. Gunderson, Morley & Krashinsky, Harry, 2009. "Do Education Decisions Respond to Returns by Field of Study?," CLSSRN working papers clsrn_admin-2009-62, Vancouver School of Economics, revised 28 Nov 2009.
    4. Celeste K. Carruthers & Christopher Jepsen, 2020. "Vocational Education: An International Perspective," CESifo Working Paper Series 8718, CESifo.
    5. Grossmann, Volker, 2008. "Risky human capital investment, income distribution, and macroeconomic dynamics," Journal of Macroeconomics, Elsevier, vol. 30(1), pages 19-42, March.
    6. John B. Burbidge & Kirk A. Collins & James B. Davies & Lonnie Magee, 2012. "Effective tax and subsidy rates on human capital in Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 45(1), pages 189-219, February.
    7. Blomquist, Glenn C. & Coomes, Paul A. & Jepsen, Christopher & Koford, Brandon C. & Troske, Kenneth R., 2014. "Estimating the social value of higher education: willingness to pay for community and technical colleges," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 5(1), pages 3-41, January.
    8. Christopher Jepsen & Kenneth Troske & Paul Coomes, 2014. "The Labor-Market Returns to Community College Degrees, Diplomas, and Certificates," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 95-121.
    9. Gosta Esping-Andersen, 2008. "Childhood investments and skill formation," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 15(1), pages 19-44, February.
    10. P. Lovaglio & S. Verzillo, 2016. "Heterogeneous economic returns to higher education: evidence from Italy," Quality & Quantity: International Journal of Methodology, Springer, vol. 50(2), pages 791-822, March.
    11. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    12. Jacek Liwiński, 2017. "Premia płacowa z kształcenia na studiach podyplomowych," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 5, pages 105-127.
    13. Brahim Boudarbat & Thomas Lemieux & W. Craig Riddell, 2010. "The Evolution of the Returns to Human Capital in Canada, 1980-2005," Canadian Public Policy, University of Toronto Press, vol. 36(1), pages 63-89, March.
    14. Hanushek, Eric A. & Schwerdt, Guido & Wiederhold, Simon & Woessmann, Ludger, 2015. "Returns to skills around the world: Evidence from PIAAC," European Economic Review, Elsevier, vol. 73(C), pages 103-130.
    15. Michele Campolieti & Tony Fang & Morley Gunderson, 2010. "Labour Market Outcomes and Skill Acquisition of High-School Dropouts," Journal of Labor Research, Springer, vol. 31(1), pages 39-52, March.
    16. Takahide Yanagi, 2019. "Inference on local average treatment effects for misclassified treatment," Econometric Reviews, Taylor & Francis Journals, vol. 38(8), pages 938-960, September.
    17. Kang, Lili & Peng, Fei, 2012. "Siblings, public facilities and education returns in China," MPRA Paper 38922, University Library of Munich, Germany.
    18. Gunderson, Morley & Krashinsky, Harry, 2012. "Returns to Apprenticeship: Analysis based on the 2006 Census," CLSSRN working papers clsrn_admin-2012-17, Vancouver School of Economics, revised 27 Apr 2012.
    19. Gary-Bobo, Robert J. & Prieto, Ana & Picard, Natalie, 2006. "Birth Order and Sibship Sex Composition as Instruments in the Study of Education and Earnings," CEPR Discussion Papers 5514, C.E.P.R. Discussion Papers.
    20. Daniel J. Henderson & Andrew Houtenville & Le Wang, 2017. "The Distribution of Returns to Education for People with Disabilities," Journal of Labor Research, Springer, vol. 38(3), pages 261-282, September.

    More about this item

    Keywords

    returns to university; returns to college; returns to trades; unobserved ability; selection bias;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • I2 - Health, Education, and Welfare - - Education
    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:iza:izadps:dp2784. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.