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Measures of human capital: A review of the literature

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Abstract

Human capital is increasingly believed to play an important role in the growth process, however, adequately measuring its stock remains controversial. This paper identifies three general approaches to human capital measurement; cost-based, income-based and education-based, and presents a critical review of the theories and their applications to data from a range of countries. Emphasis on empirical evidence will be given to the case of New Zealand.

Suggested Citation

  • Trinh Le & John Gibson & Les Oxley, 2005. "Measures of human capital: A review of the literature," Treasury Working Paper Series 05/10, New Zealand Treasury.
    • Handle: RePEc:nzt:nztwps:05/10
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    File URL: https://treasury.govt.nz/sites/default/files/2018-04/twp05-10.pdf
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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Nehru, Vikram & Swanson, Eric & Dubey, Ashutosh, 1995. "A new database on human capital stock in developing and industrial countries: Sources, methodology, and results," Journal of Development Economics, Elsevier, vol. 46(2), pages 379-401, April.
    3. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    4. Robert J. Barro, 1998. "Determinants of Economic Growth: A Cross-Country Empirical Study," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262522543, December.
    5. Angel de la Fuente & Rafael Doménech, 2006. "Human Capital in Growth Regressions: How Much Difference Does Data Quality Make?," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 1-36, March.
    6. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    7. Dale W. Jorgenson & Barbara M. Fraumeni, 1992. "The Output of the Education Sector," NBER Chapters, in: Output Measurement in the Service Sectors, pages 303-341, National Bureau of Economic Research, Inc.
    8. Daniel Cohen & Marcelo Soto, 2007. "Growth and human capital: good data, good results," Journal of Economic Growth, Springer, vol. 12(1), pages 51-76, March.
    9. Jeong, Byeongju, 2002. "Measurement of human capital input across countries: a method based on the laborer's income," Journal of Development Economics, Elsevier, vol. 67(2), pages 333-349, April.
    10. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    11. Trinh Le & John Gibson & Les Oxley, 2003. "Cost‐ and Income‐based Measures of Human Capital," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 271-307, July.
    12. 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.
    13. 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.
    14. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    15. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    16. Mireille Laroche & Marcel Mérette, "undated". "Measuring Human Capital in Canada," Working Papers-Department of Finance Canada 2000-05, Department of Finance Canada.
    17. Kyriacou, George A., 1991. "Level and Growth Effects of Human Capital: A Cross-Country Study of the Convergence Hypothesis," Working Papers 91-26, C.V. Starr Center for Applied Economics, New York University.
    18. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    19. Costas Azariadis & Allan Drazen, 1990. "Threshold Externalities in Economic Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(2), pages 501-526.
    20. Lau, Lawrence J. & Jamison, Dean T. & Louat, Frederic F., 1991. "Education and productivity in developing countries : an aggregate production function approach," Policy Research Working Paper Series 612, The World Bank.
    21. The Treasury, 2001. "Human Capital and the Inclusive Economy," Treasury Working Paper Series 01/16, New Zealand Treasury.
    22. Mulligan, C. B. & Sala-i-Martin, X., 1997. "A labor income-based measure of the value of human capital: An application to the states of the United States," Japan and the World Economy, Elsevier, vol. 9(2), pages 159-191, May.
    23. Wachtel, Paul, 1997. "A labor-income based measure of the value of human capital: An application to the states of the US: Comments," Japan and the World Economy, Elsevier, vol. 9(2), pages 193-196, May.
    24. Sofia Ahlroth & Anders Björklund & Anders Forslund, 1997. "The Output Of The Swedish Education Sector," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 43(1), pages 89-104, March.
    25. John W. Kendrick, 1976. "The Formation and Stocks of Total Capital," NBER Books, National Bureau of Economic Research, Inc, number kend76-1, March.
    26. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    27. Tao, Hung-Lin & Stinson, Thomas F., 1997. "An Alternative Measure of Human Capital Stock," Bulletins 7466, University of Minnesota, Economic Development Center.
    28. Arrow, Kenneth J., 1973. "Higher education as a filter," Journal of Public Economics, Elsevier, vol. 2(3), pages 193-216, July.
    29. B. F. Kiker, 1966. "The Historical Roots of the Concept of Human Capital," Journal of Political Economy, University of Chicago Press, vol. 74, pages 481-481.
    30. Larry E. Jones & Rodolfo Manuelli, 1990. "A Convex Model of Equilibrium Growth," NBER Working Papers 3241, National Bureau of Economic Research, Inc.
    31. Ahuja,Vinod Kumar & Filmer,Deon P. & Ahuja, Vinod*Filmer, Deon, 1995. "Educational attainments in developing countries : new estimates and projections disaggregated by gender," Policy Research Working Paper Series 1489, The World Bank.
    32. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    33. Romer, Paul M., 1990. "Human capital and growth: Theory and evidence," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 32(1), pages 251-286, January.
    34. Eisner, Robert, 1989. "The Total Incomes System of Accounts," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226196381, September.
    35. Daron Acemoglu, 2001. "Human Capital Policies and the Distribution of Income: A Framework for Analysis and Literature Review," Treasury Working Paper Series 01/03, New Zealand Treasury.
    36. Jones, Larry E & Manuelli, Rodolfo E, 1990. "A Convex Model of Equilibrium Growth: Theory and Policy Implications," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1008-1038, October.
    37. Barro, Robert J & Lee, Jong Wha, 1996. "International Measures of Schooling Years and Schooling Quality," American Economic Review, American Economic Association, vol. 86(2), pages 218-223, May.
    38. Judson, Ruth, 2002. "Measuring Human Capital Like Physical Capital: What Does It Tell Us?," Bulletin of Economic Research, Wiley Blackwell, vol. 54(3), pages 209-231, July.
    39. Behrman, Jere R & Birdsall, Nancy, 1983. "The Quality of Schooling: Quantity Alone is Misleading," American Economic Review, American Economic Association, vol. 73(5), pages 928-946, December.
    40. Wolff, Edward N., 2000. "Human capital investment and economic growth: exploring the cross-country evidence," Structural Change and Economic Dynamics, Elsevier, vol. 11(4), pages 433-472, December.
    41. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
    42. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    1. Paul Romer on mathiness
      by Noah Smith in Noahpinion on 2015-05-16 21:02:00

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    10. O’Mahony, Mary & Pastor, José Manuel & Peng, Fei & Serrano, Lorenzo & Hernández, Laura, 2012. "Output growth in the post‐compulsory education sector: the European experience," MPRA Paper 44016, University Library of Munich, Germany.
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    14. Alexandre Rambaud & Jacques Richard, 2016. "The " Triple Depreciation Line " (TDL) accounting model and its application to the Human Capital," Working Papers hal-01260004, HAL.
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    More about this item

    Keywords

    human capital; economic growth;

    JEL classification:

    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • N10 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - General, International, or Comparative
    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models

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