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Revised Macro-Mincer Model for Human Capital Investment in Economic Growth

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  • Jayasooriya, Sujith

Abstract

Theoretical verdict of the economic growth evolved extensively over last decades in the growth literature. Despite the numerous explanations of growth empiric, macro economic perspectives to understand the role of human capital in economic growth needs to be thoroughly understood to make prudent economic policies for investment. The paper intends to identify the empirical specification and estimation for effect of human capital on economic growth. The rationale for the research is to provide pragmatic evidences that lead economic growth under the human capital investment policies. Empirical approach is applied to (i) construct revised-Macro-Mincer model (ii) estimate revised Macro-Mincer model with instrumental variable 2SLS approach to reveal the effect of human capital growth on economic growth using macroeconomic data from ASEAN and South Asian region from 1960 to 2014. The revised Macro-Mincer model provides theoretical specification and empirical validation of the human capital in economic growth derived from Solow growth model. Then, it is used for finding the signaling effect of the Investment, dependency, industry-services and rural-urban population changes of the Macro-Mincer model. Further, the revised version is applied for the Lucasian growth model to confirm the effects of human capital in economic growth progress. The revised Macro-Mincer model, across estimation methods and specifications, predicts a strong relationship between human capital and economic growth, and estimates the coefficients robustly than recent models in the literature. The results of the model exposes that, in addition to the growth of the previous year and its difference, human capital also paly a significant role on the growth rate of the economy. Further, life expectancy and trade openness included in new version of the model are significant predictors of growth rate of GDP per capita. Insignificance of the binary for regional variation implies that spatial disparities are not a driver of economic growth. The implications of the study are to deliberate on the investment in human capital to promote economic growth in the economies. Finally, the paper guides policymakers to reform human capital, in terms of educational reforms in human development policies to achieve advancement in economic growth.

Suggested Citation

  • Jayasooriya, Sujith, 2020. "Revised Macro-Mincer Model for Human Capital Investment in Economic Growth," MPRA Paper 100747, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:100747
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    References listed on IDEAS

    as
    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. Jonathan Temple, 2003. "Growth effects of education and social capital in the OECD countries," OECD Economic Studies, OECD Publishing, vol. 2001(2), pages 57-101.
    3. Hanushek, Eric A. & Woessmann, Ludger, 2007. "The role of education quality for economic growth," Policy Research Working Paper Series 4122, The World Bank.
    4. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    5. Topel, Robert, 1999. "Labor markets and economic growth," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 44, pages 2943-2984, Elsevier.
    6. Philippe Aghion & Peter Howitt, 2009. "The Economics of Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262012634, December.
    7. 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.
    8. Mohsen BOUAISSA, 2009. "Human Capital Theory, Returns to Education and On-the-job Learning: Evidence from Canadian Data," EcoMod2009 21500017, EcoMod.
    9. 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.
    10. Peter C. B. Phillips & Donggyu Sul, 2009. "Economic transition and growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1153-1185.
    11. Philippe Aghion & Diego Comin & Peter Howitt & Isabel Tecu, 2016. "When Does Domestic Savings Matter for Economic Growth?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(3), pages 381-407, August.
    12. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, May.
    13. 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.
    14. 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.
    15. Theodore W. Schultz, 1960. "Capital Formation by Education," Journal of Political Economy, University of Chicago Press, vol. 68(6), pages 571-571.
    16. Benhabib, Jess & Spiegel, Mark M., 2005. "Human Capital and Technology Diffusion," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 13, pages 935-966, Elsevier.
    17. Magoula, T. & Prodromidis, K.P., 1999. "Education and Economic Growth in Greece," Athens University of Economics and Business 102, Athens University of Economics and Business, Department of International and European Economic Studies.
    18. Ludger Vessman & Jerik Hanushek, 2007. "The role of education quality in economic growth (Part I)," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 2, pages 86-116.
    19. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
    20. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    21. N. Gregory Mankiw & David Romer & David Weil, 1990. "A Contribution to the Empirics of Economic Growth," Working Papers 1990-24, Brown University, Department of Economics.
    22. Magoula, T. & Prodromidis, K.P., 1999. "Education and Economic Growth in Greece," DEOS Working Papers 0099-04, Athens University of Economics and Business.
    23. Gary S. Becker, 1975. "Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education, Second Edition," NBER Books, National Bureau of Economic Research, Inc, number beck75-1, May.
    24. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    25. repec:eee:labchp:v:3:y:1999:i:pc:p:2943-2984 is not listed on IDEAS
    26. Asteriou, D. & Agiomirgianakis, G. M., 2001. "Human capital and economic growth: Time series evidence from Greece," Journal of Policy Modeling, Elsevier, vol. 23(5), pages 481-489, July.
    27. Barbara Sianesi & John Van Reenen, 2003. "The Returns to Education: Macroeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 157-200, April.
    28. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    29. 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.
    30. Baldacci, Emanuele & Clements, Benedict & Gupta, Sanjeev & Cui, Qiang, 2008. "Social Spending, Human Capital, and Growth in Developing Countries," World Development, Elsevier, vol. 36(8), pages 1317-1341, August.
    31. Magoula, T. & Prodromidis, K.P., 1999. "Education and Economic Growth in Greece," DEOS Working Papers 102, Athens University of Economics and Business.
    32. Josef L. Loening, 2004. "Time series evidence on education and growth: the case of Guatemala, 1951-2002," Revista de Analisis Economico – Economic Analysis Review, Universidad Alberto Hurtado/School of Economics and Business, vol. 19(2), pages 3-40, December.
    33. -, 2009. "Economic growth in the Caribbean," Sede Subregional de la CEPAL para el Caribe (Estudios e Investigaciones) 38668, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
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    More about this item

    Keywords

    Human Capital; Economic Growth; Signaling; Revised Macro-Mincer Model; IV 2SLS estimation;
    All these keywords.

    JEL classification:

    • E2 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E61 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Policy Objectives; Policy Designs and Consistency; Policy Coordination
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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