IDEAS home Printed from https://ideas.repec.org/p/tor/tecipa/tecipa-433.html
   My bibliography  Save this paper

Explaining Educational Attainment across Countries and over Time

Author

Listed:
  • Diego Restuccia
  • Guillaume Vandenbroucke

Abstract

Consider the following facts. In 1950 the richest ten-percent of countries attained an average of 8.1 years of schooling whereas the poorest ten-percent of countries attained 1.3 years, a 6-fold difference. By 2005, the difference in schooling declined to 2-fold. The fact is that schooling has increased faster in poor than in rich countries even though the per-capita income gap has generally not decreased. What explains educational attainment across countries and their evolution over time? We develop a model of human capital accumulation that emphasizes productivity and life expectancy differences across countries and time. Calibrating the parameters of the model to reproduce historical data for the United States, we find that the model accounts for 95 percent of the difference in schooling levels between rich and poor countries in 1950 and 78 percent of the increase in schooling over time in poor countries. The model generates a faster increase in schooling in poor than in rich economies even when their income gap does not decrease. These results have important implications for educational policy.

Suggested Citation

  • Diego Restuccia & Guillaume Vandenbroucke, 2011. "Explaining Educational Attainment across Countries and over Time," Working Papers tecipa-433, University of Toronto, Department of Economics.
  • Handle: RePEc:tor:tecipa:tecipa-433
    as

    Download full text from publisher

    File URL: https://www.economics.utoronto.ca/public/workingPapers/tecipa-433.pdf
    File Function: Main Text
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Andrés Erosa & Tatyana Koreshkova & Diego Restuccia, 2010. "How Important Is Human Capital? A Quantitative Theory Assessment of World Income Inequality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(4), pages 1421-1449.
    2. Richard Rogerson, 2006. "Understanding Differences in Hours Worked," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 9(3), pages 365-409, July.
    3. Diego Restuccia & Guillaume Vandenbroucke, 2013. "The Evolution Of Education: A Macroeconomic Analysis," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(3), pages 915-936, August.
    4. Daron Acemoglu & Simon Johnson, 2007. "Disease and Development: The Effect of Life Expectancy on Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 115(6), pages 925-985, December.
    5. Piyabha Kongsamut & Sergio Rebelo & Danyang Xie, 2001. "Beyond Balanced Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(4), pages 869-882.
    6. Valerie A. Ramey & Neville Francis, 2009. "A Century of Work and Leisure," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(2), pages 189-224, July.
    7. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    8. Lee, Donghoon & Wolpin, Kenneth I., 2010. "Accounting for wage and employment changes in the US from 1968-2000: A dynamic model of labor market equilibrium," Journal of Econometrics, Elsevier, vol. 156(1), pages 68-85, May.
    9. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    10. Margarida Duarte & Diego Restuccia, 2010. "The Role of the Structural Transformation in Aggregate Productivity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 129-173.
    11. Todd Schoellman, 2012. "Education Quality and Development Accounting," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 388-417.
    12. Fatih Guvenen & Burhanettin Kuruscu, 2010. "A Quantitative Analysis of the Evolution of the US Wage Distribution, 1970–2000," NBER Chapters, in: NBER Macroeconomics Annual 2009, Volume 24, pages 227-276, National Bureau of Economic Research, Inc.
    13. Richard Rogerson, 2008. "Structural Transformation and the Deterioration of European Labor Market Outcomes," Journal of Political Economy, University of Chicago Press, vol. 116(2), pages 235-259, April.
    14. Diego Restuccia & Guillaume Vandenbroucke, 2012. "A Century of Human Capital and Hours," Working Papers tecipa-460, University of Toronto, Department of Economics.
    15. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    16. Rodrigo R. Soares, 2005. "Mortality Reductions, Educational Attainment, and Fertility Choice," American Economic Review, American Economic Association, vol. 95(3), pages 580-601, June.
    17. Córdoba, Juan Carlos & Ripoll, Marla, 2013. "What explains schooling differences across countries?," Journal of Monetary Economics, Elsevier, vol. 60(2), pages 184-202.
    18. Hodrick, Robert J & Prescott, Edward C, 1997. "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 1-16, February.
    19. Jeremy Greenwood & Ananth Seshadri & Mehmet Yorukoglu, 2005. "Engines of Liberation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 109-133.
    20. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    21. James J. Heckman, 1976. "Estimates of a Human Capital Production Function Embedded in a Life-Cycle Model of Labor Supply," NBER Chapters, in: Household Production and Consumption, pages 225-264, National Bureau of Economic Research, Inc.
    22. John W. Kendrick, 1961. "Productivity Trends in the United States," NBER Books, National Bureau of Economic Research, Inc, number kend61-1.
    23. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    24. Blinder, Alan S & Weiss, Yoram, 1976. "Human Capital and Labor Supply: A Synthesis," Journal of Political Economy, University of Chicago Press, vol. 84(3), pages 449-472, June.
    25. 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.
    26. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    27. Lutz Hendricks, 2002. "How Important Is Human Capital for Development? Evidence from Immigrant Earnings," American Economic Review, American Economic Association, vol. 92(1), pages 198-219, March.
    28. Ellen R. McGrattan & Richard Rogerson, 2004. "Changes in hours worked, 1950?2000," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 28(Jul), pages 14-33.
    29. Greenwood, Jeremy & Seshadri, Ananth, 2005. "Technological Progress and Economic Transformation," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 19, pages 1225-1273, Elsevier.
    30. James R. Markusen, 2021. "Putting per-capita income back into trade theory," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 10, pages 187-197, World Scientific Publishing Co. Pte. Ltd..
    31. McGrattan, Ellen R & Rogerson, Richard & Wright, Randall, 1997. "An Equilibrium Model of the Business Cycle with Household Production and Fiscal Policy," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 38(2), pages 267-290, May.
    32. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    33. Ogaki, Masao, 1992. "Engel's Law and Cointegration," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 1027-1046, October.
    34. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    35. Atkeson, Andrew & Ogaki, Masao, 1996. "Wealth-varying intertemporal elasticities of substitution: Evidence from panel and aggregate data," Journal of Monetary Economics, Elsevier, vol. 38(3), pages 507-534, December.
    36. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    37. Mr. Sergio Rebelo & Ms. Piyabha Kongsamut & Danyang Xie, 2001. "Beyond Balanced Growth," IMF Working Papers 2001/085, International Monetary Fund.
    38. James Heckman & Lance Lochner & Christopher Taber, 1998. "Explaining Rising Wage Inequality: Explanations With A Dynamic General Equilibrium Model of Labor Earnings With Heterogeneous Agents," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(1), pages 1-58, January.
    39. Seema Jayachandran & Adriana Lleras-Muney, 2009. "Life Expectancy and Human Capital Investments: Evidence from Maternal Mortality Declines," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 349-397.
    40. Maddison, Angus, 1987. "Growth and Slowdown in Advanced Capitalist Economies: Techniques of Quantitative Assessment," Journal of Economic Literature, American Economic Association, vol. 25(2), pages 649-698, June.
    41. Mark Aguiar & Erik Hurst, 2007. "Measuring Trends in Leisure: The Allocation of Time Over Five Decades," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 969-1006.
    42. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    43. Douglas Gollin & Stephen Parente & Richard Rogerson, 2002. "The Role of Agriculture in Development," American Economic Review, American Economic Association, vol. 92(2), pages 160-164, May.
    44. Huberman, Michael & Minns, Chris, 2007. "The times they are not changin': Days and hours of work in Old and New Worlds, 1870-2000," Explorations in Economic History, Elsevier, vol. 44(4), pages 538-567, October.
    45. Jacob A. Mincer, 1974. "Age and Experience Profiles of Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 64-82, National Bureau of Economic Research, Inc.
    46. Michael Huberman & Frank D. Lewis, 2007. "Bend It Like Beckham: Hours And Wages Across Forty-eight Countries In 1900," Working Paper 1229, Economics Department, Queen's University.
    47. Yoram Ben-Porath, 1967. "The Production of Human Capital and the Life Cycle of Earnings," Journal of Political Economy, University of Chicago Press, vol. 75(4), pages 352-352.
    48. Piyabha Kongsamut & Sergio Rebelo & Danyang Xie, 2001. "Beyond Balanced Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(4), pages 869-882.
    49. Moshe Hazan, 2009. "Longevity and Lifetime Labor Supply: Evidence and Implications," Econometrica, Econometric Society, vol. 77(6), pages 1829-1863, November.
    50. John Laitner, 2000. "Structural Change and Economic Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 67(3), pages 545-561.
    51. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    52. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    53. repec:bla:ecinqu:v:51:y:2013:i:3:p:1849-1866 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    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. Diego Restuccia & Guillaume Vandenbroucke, 2014. "Explaining Educational Attainment across Countries and over Time," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(4), pages 824-841, October.
    2. Rossi,Federico, 2018. "Human Capital and Macro-Economic Development : A Review of the Evidence," Policy Research Working Paper Series 8650, The World Bank.
    3. Diego Restuccia & Guillaume Vandenbroucke, 2013. "The Evolution Of Education: A Macroeconomic Analysis," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(3), pages 915-936, August.
    4. Sánchez-Romero, Miguel & d׳Albis, Hippolyte & Prskawetz, Alexia, 2016. "Education, lifetime labor supply, and longevity improvements," Journal of Economic Dynamics and Control, Elsevier, vol. 73(C), pages 118-141.
    5. Strulik, Holger & Werner, Katharina, 2012. "Life Expectancy, Labor Supply, and Long-Run Growth: Reconciling Theory and Evidence," Hannover Economic Papers (HEP) dp-497, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    6. Herrendorf, Berthold & Rogerson, Richard & Valentinyi, Ákos, 2014. "Growth and Structural Transformation," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 855-941, Elsevier.
    7. repec:got:cegedp:141 is not listed on IDEAS
    8. Diego Restuccia & Guillaume Vandenbroucke, 2012. "A Century of Human Capital and Hours," Working Papers tecipa-450, University of Toronto, Department of Economics.
    9. repec:bla:ecinqu:v:51:y:2013:i:3:p:1849-1866 is not listed on IDEAS
    10. Iacopetta, Maurizio, 2011. "Formal education and public knowledge," Journal of Economic Dynamics and Control, Elsevier, vol. 35(5), pages 676-693, May.
    11. Berthold Herrendorf & Richard Rogerson & ?kos Valentinyi, 2013. "Two Perspectives on Preferences and Structural Transformation," American Economic Review, American Economic Association, vol. 103(7), pages 2752-2789, December.
    12. Delalibera, Bruno Ricardo & Ferreira, Pedro Cavalcanti, 2019. "Early childhood education and economic growth," Journal of Economic Dynamics and Control, Elsevier, vol. 98(C), pages 82-104.
    13. Buera, Francisco J. & Kaboski, Joseph P., 2012. "Scale and the origins of structural change," Journal of Economic Theory, Elsevier, vol. 147(2), pages 684-712.
    14. Holger Strulik & Katharina Werner, 2016. "50 is the new 30—long-run trends of schooling and retirement explained by human aging," Journal of Economic Growth, Springer, vol. 21(2), pages 165-187, June.
    15. Diego Restuccia, 2013. "The Latin American Development Problem: An Interpretation," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 69-108, January.
    16. Cohen, Daniel & Leker, Laura, 2014. "Health and Education: Another Look with the Proper Data," CEPR Discussion Papers 9940, C.E.P.R. Discussion Papers.
    17. Nuarpear Lekfuangfu, 2016. "Mortality Risk and Human Capital Investment: The Legacy of Landmines in Cambodia," PIER Discussion Papers 35., Puey Ungphakorn Institute for Economic Research, revised Jul 2016.
    18. Nuarpear Lekfuangfu, 2016. "Mortality Risk and Human Capital Investment: The Legacy of Landmines in Cambodia," PIER Discussion Papers 35, Puey Ungphakorn Institute for Economic Research.
    19. L. Rachel Ngai & Barbara Petrongolo, 2017. "Gender Gaps and the Rise of the Service Economy," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 1-44, October.
    20. Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2014. "Does Education Matter for Economic Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 334-359, June.
    21. Altinok, Nadir & Aydemir, Abdurrahman, 2017. "Does one size fit all? The impact of cognitive skills on economic growth," Journal of Macroeconomics, Elsevier, vol. 53(C), pages 176-190.

    More about this item

    Keywords

    Educational attainment; productivity; life expectancy; education policy; labor supply.;
    All these keywords.

    JEL classification:

    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    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:tor:tecipa:tecipa-433. 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: RePEc Maintainer (email available below). General contact details of provider: .

    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.