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Quadratic Indirect Effect of National TVET Expenditure on Economic Growth Through Social Inclusion Indicators

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  • Muhammad Ali Asadullah

Abstract

The recent movement of social-investment state encouraged national educational initiatives taken by the policy makers of developed countries to enhance individual’s social inclusion for national economic gains. Benefiting from human capital theory, the author has reexamined the indirect effect of nation expenditure of technical and vocational education and training (TVET) on economic growth through social inclusion by isolating the effective key social inclusion dimensions (employment, earnings, and multidimensional poverty) from each other. A 15-year data set, ranging from 2000 to 2014, collected from Organisation for Economic Co-operation and Development (OECD) database of 21 OECD member European countries was used for hypotheses testing. The statistical results obtained through the quadratic indirect effects demonstrate clear support for the entire hypotheses. However, the results demonstrate that the indirect effects decrease as the values of TVET expenditure increases, particularly, when the indirect effect is investigated through the wages or when the overall index value of social inclusion indicators is introduced as a mediator. The study offers some implications for the researchers and the policy makers who are interested in determining the overall effectiveness of human capital development initiatives in the welfare-state/social-investment states.

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  • Muhammad Ali Asadullah, 2019. "Quadratic Indirect Effect of National TVET Expenditure on Economic Growth Through Social Inclusion Indicators," SAGE Open, , vol. 9(1), pages 21582440198, March.
    • Handle: RePEc:sae:sagope:v:9:y:2019:i:1:p:2158244019830557
    DOI: 10.1177/2158244019830557
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    1. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    2. Stiglitz, Joseph E, 1969. "Distribution of Income and Wealth among Individuals," Econometrica, Econometric Society, vol. 37(3), pages 382-397, July.
    3. 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.
    4. Rosholm, Michael & Nielsen, Helena Skyt & Dabalen, Andrew, 2007. "Evaluation of training in African enterprises," Journal of Development Economics, Elsevier, vol. 84(1), pages 310-329, September.
    5. Dean, Hartley, 2003. "Re-conceptualising welfare-to-work for people with multiple problems and needs," LSE Research Online Documents on Economics 338, London School of Economics and Political Science, LSE Library.
    6. Blaug, Mark, 1976. "The Empirical Status of Human Capital Theory: A Slightly Jaundiced Survey," Journal of Economic Literature, American Economic Association, vol. 14(3), pages 827-855, September.
    7. 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.
    8. Gehrke, Esther & Hartwig, Renate, 2018. "Productive effects of public works programs: What do we know? What should we know?," World Development, Elsevier, vol. 107(C), pages 111-124.
    9. Boccanfuso, Dorothée & Larouche, Alexandre & Trandafir, Mircea, 2015. "Quality of Higher Education and the Labor Market in Developing Countries: Evidence from an Education Reform in Senegal," World Development, Elsevier, vol. 74(C), pages 412-424.
    10. Uwe Sunde & Thomas Vischer, 2015. "Human Capital and Growth: Specification Matters," Economica, London School of Economics and Political Science, vol. 82(326), pages 368-390, April.
    11. 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.
    12. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    13. Muhammad Ali & Abiodun Egbetokun & Manzoor Hussain Memon, 2018. "Human Capital, Social Capabilities and Economic Growth," Economies, MDPI, vol. 6(1), pages 1-18, January.
    14. 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.
    15. Howitt, Peter & Aghion, Philippe, 2006. "Appropriate Growth Policy: A Unifying Framework," Scholarly Articles 4554121, Harvard University Department of Economics.
    16. Leuven, Edwin & Oosterbeek, Hessel, 2011. "Overeducation and Mismatch in the Labor Market," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 283-326, Elsevier.
    17. Sen, Amaryta, 1999. "On Ethics and Economics," OUP Catalogue, Oxford University Press, number 9780195627619.
    18. Isabel Cairó & Tomaz Cajner, 2018. "Human Capital and Unemployment Dynamics: Why More Educated Workers Enjoy Greater Employment Stability," Economic Journal, Royal Economic Society, vol. 128(609), pages 652-682, March.
    19. Theodore W. Schultz, 1960. "Capital Formation by Education," Journal of Political Economy, University of Chicago Press, vol. 68(6), pages 571-571.
    20. Kijima, Yoko & Ito, Yukinori & Otsuka, Keijiro, 2012. "Assessing the Impact of Training on Lowland Rice Productivity in an African Setting: Evidence from Uganda," World Development, Elsevier, vol. 40(8), pages 1610-1618.
    21. Arne Niemann & Natascha Zaun, 2018. "EU Refugee Policies and Politics in Times of Crisis: Theoretical and Empirical Perspectives," Journal of Common Market Studies, Wiley Blackwell, vol. 56(1), pages 3-22, January.
    22. Philippe Aghion & Peter Howitt, 2006. "Joseph Schumpeter Lecture Appropriate Growth Policy: A Unifying Framework," Journal of the European Economic Association, MIT Press, vol. 4(2-3), pages 269-314, 04-05.
    23. Masashi Tanaka, 2018. "Changing demand for general skills, technological uncertainty, and economic growth," Discussion Papers in Economics and Business 18-02, Osaka University, Graduate School of Economics.
    24. Pablo Antolín & Fiona Stewart, 2009. "Private Pensions and Policy Responses to the Financial and Economic Crisis," OECD Working Papers on Insurance and Private Pensions 36, OECD Publishing.
    25. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 3, number 3, June.
    26. Glenda Quintini, 2011. "Right for the Job: Over-Qualified or Under-Skilled?," OECD Social, Employment and Migration Working Papers 120, OECD Publishing.
    27. Pablo Antolin & Fiona Stewart, 2009. "Private pensions and policy responses to the financial economic crisis," OECD Journal: Financial Market Trends, OECD Publishing, vol. 2009(1), pages 127-141.
    28. Angel-Urdinola,Diego & Mayer Gukovas,Renata, 2018. "A skills-based human capital framework to understand the phenomenon of youth economic disengagement," Policy Research Working Paper Series 8348, The World Bank.
    29. McGuinness, Seamus & Pouliakas, Konstantinos & Redmond, Paul, 2017. "How Useful Is the Concept of Skills Mismatch?," IZA Discussion Papers 10786, Institute of Labor Economics (IZA).
    30. Michael J. Handel & Alexandria Valerio & Maria Laura Sánchez Puerta, 2016. "Accounting for Mismatch in Low- and Middle-Income Countries," World Bank Publications - Books, The World Bank Group, number 24906.
    31. Fleckenstein, Timo & Lee, Soohyun Christine, 2018. "Caught up in the past? Social inclusion, skills, and vocational education and training policy in England," LSE Research Online Documents on Economics 87606, London School of Economics and Political Science, LSE Library.
    32. 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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