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The Evolution of Inequality in Education Trajectories and Graduation Outcomes in the US

Author

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  • Christian Belzil

    (CREST, Paris Polytechnic Institute and IZA and CIRANO)

  • Jörgen Hansen

    (Concordia University, CIREQ and IZA)

  • Xingfei Liu

    (University of Alberta)

Abstract

We model the joint distribution of (i) individual education trajectories, defined by the allocation of time (semesters) between various combinations of school enrollment with different labor supply modalities and periods of school interruption devoted either to employment or home production and (ii) actual graduation outcomes using two cohorts of the National Longitudinal Survey of Youths which we follow from 16 to 28. We discuss the evolution of family income and ability effects where the latter are decomposed into an academic (cognitive) and a practical (technical-mechanical) latent ability factor component correlated with family income and background variables. We find that the individual cognitive-technical ability differential prevailing at 16 was increasing with income in the early 80's but much less so in the early 2000's. We find no evidence of any income-based "trajectory inequality" in either cohort, after conditioning on abilities. Among all graduation and enrollment outcomes, college graduation is the only for which the effect of income has increased between the 1980's and the early 2000's but it reached a level no more important than the high school graduation income effect. In both cohorts, cognitive and technical abilities were the dominant factors but they affect most dimensions of individual trajectories and all graduation outcomes in opposite directions. However, the cognitive ability factor lost half of its effect on college graduation while the impact of the technical-mechanical factor has been more stable across cohorts.

Suggested Citation

  • Christian Belzil & Jörgen Hansen & Xingfei Liu, 2022. "The Evolution of Inequality in Education Trajectories and Graduation Outcomes in the US," Working Papers 2022-12, Center for Research in Economics and Statistics.
  • Handle: RePEc:crs:wpaper:2022-12
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    1. Flavio Cunha & Fatih Karahan & Ilton Soares, 2011. "Returns to Skills and the College Premium," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(s1), pages 39-86, August.
    2. Rasmus Landersø & James J. Heckman, 2017. "The Scandinavian Fantasy: Sources of Intergenerational Mobility in Denmark and the US," Scandinavian Journal of Economics, Wiley Blackwell, vol. 119(1), pages 178-230, January.
    3. Lance J. Lochner & Alexander Monge-Naranjo, 2011. "The Nature of Credit Constraints and Human Capital," American Economic Review, American Economic Association, vol. 101(6), pages 2487-2529, October.
    4. Lance Lochner & Todd Stinebrickner & Utku Suleymanoglu, 2021. "Parental Support, Savings, and Student Loan Repayment," American Economic Journal: Economic Policy, American Economic Association, vol. 13(1), pages 329-371, February.
    5. Christian Belzil & Jörgen Hansen, 2020. "The evolution of the US family income–schooling relationship and educational selectivity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(7), pages 841-859, November.
    6. Pedro Carneiro & Karsten T. Hansen & James J. Heckman, 2003. "Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College," NBER Working Papers 9546, National Bureau of Economic Research, Inc.
    7. Kevin M. Murphy & Robert H. Topel, 2016. "Human Capital Investment, Inequality and Economic Growth," NBER Working Papers 21841, National Bureau of Economic Research, Inc.
    8. Gonzalo Castex & Evgenia Kogan Dechter, 2014. "The Changing Roles of Education and Ability in Wage Determination," Journal of Labor Economics, University of Chicago Press, vol. 32(4), pages 685-710.
    9. Carneiro, Pedro & Hansen, Karsten T. & Heckman, James J., 2003. "Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice," IZA Discussion Papers 767, Institute of Labor Economics (IZA).
    10. Philippe Belley & Lance Lochner, 2007. "The Changing Role of Family Income and Ability in Determining Educational Achievement," Journal of Human Capital, University of Chicago Press, vol. 1(1), pages 37-89.
    11. María F. Prada & Sergio Urzúa, 2017. "One Size Does Not Fit All: Multiple Dimensions of Ability, College Attendance, and Earnings," Journal of Labor Economics, University of Chicago Press, vol. 35(4), pages 953-991.
    12. Pedro Carneiro & Karsten T. Hansen & James J. Heckman, 2003. "2001 Lawrence R. Klein Lecture Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(2), pages 361-422, May.
    13. Matthew T. Johnson, 2013. "Borrowing Constraints, College Enrollment, and Delayed Entry," Journal of Labor Economics, University of Chicago Press, vol. 31(4), pages 669-725.
    14. George Bulman & Robert Fairlie & Sarena Goodman & Adam Isen, 2021. "Parental Resources and College Attendance: Evidence from Lottery Wins," American Economic Review, American Economic Association, vol. 111(4), pages 1201-1240, April.
    15. Scott-Clayton, Judith, 2012. "What Explains Trends in Labor Supply Among U.S. Undergraduates?," National Tax Journal, National Tax Association;National Tax Journal, vol. 65(1), pages 181-210, March.
    16. repec:mpr:mprres:7891 is not listed on IDEAS
    17. Lindsay C. Page & Judith Scott-Clayton, 2015. "Improving College Access in the United States: Barriers and Policy Responses," NBER Working Papers 21781, National Bureau of Economic Research, Inc.
    18. Josh Kinsler & Ronni Pavan, 2011. "Family Income and Higher Education Choices: The Importance of Accounting for College Quality," Journal of Human Capital, University of Chicago Press, vol. 5(4), pages 453-477.
    19. Pedro Carneiro & Sokbae Lee, 2011. "Trends in Quality-Adjusted Skill Premia in the United States, 1960-2000," American Economic Review, American Economic Association, vol. 101(6), pages 2309-2349, October.
    20. Keane, Michael P & Wolpin, Kenneth I, 1997. "The Career Decisions of Young Men," Journal of Political Economy, University of Chicago Press, vol. 105(3), pages 473-522, June.
    21. Joseph G. Altonji & Prashant Bharadwaj & Fabian Lange, 2012. "Changes in the Characteristics of American Youth: Implications for Adult Outcomes," Journal of Labor Economics, University of Chicago Press, vol. 30(4), pages 783-828.
    22. Judith Scott-Clayton, 2012. "What Explains Trends in Labor Supply Among U.S. Undergraduates, 1970-2009?," NBER Working Papers 17744, National Bureau of Economic Research, Inc.
    23. John Bound & Michael F. Lovenheim & Sarah Turner, 2012. "Increasing Time to Baccalaureate Degree in the United States," Education Finance and Policy, MIT Press, vol. 7(4), pages 375-424, September.
    24. Matthew T. Johnson, 2013. "Borrowing Constraints, College Enrollment, and Delayed Entry," Mathematica Policy Research Reports 57fc00235c3a47ff92cb253f9, Mathematica Policy Research.
    25. Caroline M. Hoxby, 2009. "The Changing Selectivity of American Colleges," Journal of Economic Perspectives, American Economic Association, vol. 23(4), pages 95-118, Fall.
    26. Patrick Bajari & Jeremy T. Fox & Stephen P. Ryan, 2007. "Linear Regression Estimation of Discrete Choice Models with Nonparametric Distributions of Random Coefficients," American Economic Review, American Economic Association, vol. 97(2), pages 459-463, May.
    27. Flavio Cunha & Fatih Karahan & Ilton Soares, 2011. "Returns to Skills and the College Premium," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43, pages 39-86, August.
    28. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
    29. Stephen V. Cameron & James J. Heckman, 2001. "The Dynamics of Educational Attainment for Black, Hispanic, and White Males," Journal of Political Economy, University of Chicago Press, vol. 109(3), pages 455-499, June.
    30. Michael F. Lovenheim & C. Lockwood Reynolds, 2011. "Changes in Postsecondary Choices by Ability and Income: Evidence from the National Longitudinal Surveys of Youth," Journal of Human Capital, University of Chicago Press, vol. 5(1), pages 70-109.
    31. Kevin M. Murphy & Robert H. Topel, 2016. "Human Capital Investment, Inequality, and Economic Growth," Journal of Labor Economics, University of Chicago Press, vol. 34(S2), pages 99-127.
    32. Paul Beaudry & David A. Green & Benjamin M. Sand, 2014. "The Declining Fortunes of the Young since 2000," American Economic Review, American Economic Association, vol. 104(5), pages 381-386, May.
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    More about this item

    Keywords

    Education; Inequality; Family Income; Multi-dimensional Abilities; Labor Supply.;
    All these keywords.

    JEL classification:

    • I2 - Health, Education, and Welfare - - Education
    • J1 - Labor and Demographic Economics - - Demographic Economics
    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs

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