THE CONTRIBUTION OF HUMAN CAPITAL AND STRUCTURAL CHANGE TO EAST JAVA’S ECONOMIC GROWTH:

DOES THE STRUCTURAL CHANGE BETTER THAN HUMAN CAPITAL?

Authors

  • Listiono Universitas Muhammadiyah Yogyakarta

DOI:

https://doi.org/10.53572/ejavec.v3i2.41

Keywords:

Human capital, structural change, growth, GMM

Abstract

This paper investigates the effect of human capital and structural changes on economic growth in East Java using panel data from 38 districts/cities during 2010-2015. The estimation results using the Generalized Method of Moment (GMM) Arellano-Bond show that health and education as indicators of human capital have a positive and significant effect on economic growth. In addition, structural changes as measured by the share of labor, especially in the industrial, construction, and services sectors have a positive and significant impact on economic growth. Interestingly, this study found evidence that structural changes have a greater effect than human capital.

References

Akarçay Gürbüz, A. (2011). Comparing trajectories of structural change. Cambridge Journal of Economics, 35(6), 1061–1085.

Amirusholihin, & Listiono. (2018). Demographic Bonus Analysis and Economic Growth of East Java. East Java Economic Journal, 2(1), 8–21.

Ang, J. B., Madsen, J. B., & Rabiul Islam, M. (2011). The effects of human capital composition on technological convergence. Journal of Macroeconomics, 33(3), 465–476. Elsevier Inc. Retrieved from http://dx.doi.org/10.1016/j.jmacro.2011.03.001

Baltagi, B. H. (2005). Econometric Analysis of Panel Data (Third edit.). England: John Wiley & Sons.

Bassanini, A., & Scarpetta, S. (2002). Does human capital matter for growth in OECD countries? A pooled mean-group approach. Economics Letters, 74(3), 399–405.

Bloom, D. E., Canning, D., & Sevilla, J. (2004). The effect of health on economic growth: A production function approach. World Development, 32(1), 1–13.

Choudhry, M. T., & Elhorst, J. P. (2010). Demographic transition and economic growth in China, India and Pakistan. Economic Systems, 34(3), 218–236. Elsevier B.V. Retrieved from http://dx.doi.org/10.1016/j.ecosys.2010.02.001

Cutrini, E. (2019). Economic integration, structural change, and uneven development in the European Union. Structural Change and Economic Dynamics, 50, 102–113. Elsevier B.V. Retrieved from https://doi.org/10.1016/j.strueco.2019.06.007

Dias, J., & Tebaldi, E. (2012). Institutions, human capital, and growth: The institutional mechanism. Structural Change and Economic Dynamics, 23(3), 300–312. Elsevier B.V. Retrieved from http://dx.doi.org/10.1016/j.strueco.2012.04.003

Dietrich, A. (2012). Does growth cause structural change, or is it the other way around? A dynamic panel data analysis for seven OECD countries. Empirical Economics, 43(3), 915–944.

Erumban, A. A., Das, D. K., Aggarwal, S., & Das, P. C. (2019). Structural change and economic growth in India. Structural Change and Economic Dynamics, 51, 186–202. Elsevier B.V. Retrieved from https://doi.org/10.1016/j.strueco.2019.07.006

Gabardo, F. A., Porcile, G., & Pereima, J. B. (2020). Sectoral labour reallocation: An agent-based model of structural change and growth. EconomiA, 21(2), 209–232. National Association of Postgraduate Centers in Economics, ANPEC. Retrieved from https://doi.org/10.1016/j.econ.2019.03.003

Hall, R. E., & Jones, C. I. (1999). Why do some countries produce so much more output per worker than others? Quarterly Journal of Economics, 114(1), 83–116.

Hanushek, E. A. (2013). Economic growth in developing countries: The role of human capital. Economics of Education Review, 37, 204–212. Elsevier Ltd. Retrieved from http://dx.doi.org/10.1016/j.econedurev.2013.04.005

Hartwig, J. (2012). Testing the growth effects of structural change. Structural Change and Economic Dynamics, 23(1), 11–24. Elsevier B.V. Retrieved from http://dx.doi.org/10.1016/j.strueco.2011.09.001

Iqbal, N., & Daly, V. (2014). Rent seeking opportunities and economic growth in transitional economies. Economic Modelling, 37, 16–22. Elsevier B.V. Retrieved from http://dx.doi.org/10.1016/j.econmod.2013.10.025

Kuznets, S. (1973). Modern Economic Growth: Findings and Reflections. the American Economic Review, 63(3), 247–258.

Mankiw, N. G., Romer, D., & Weil, D. N. (1992). A contribution to the empirics of economic growth. The Quarterly Journal of Economics, 407–437.

Mayer, D. (2001). The Impact of Health on Economic Growth in Nigeria. World Development, 5(19), 2222–1700. Retrieved from www.iiste.org

Middendorf, T. (2005). RWI : Discussion Papers No. 30 Rheinisch-Westfälisches Institut für Wirtschaftsforschung (RWI), Essen.

Murray, C. J. L., & Lopez, A. D. (1997). Regional-patterns of disability-free life expectancy and disability-adjusted life expectancy: Global Burden of Disease Study. Lancet, 349(9062), 1347–1352.

Mustafa, G., Rizov, M., & Kernohan, D. (2017). Growth, human development, and trade: The Asian experience. Economic Modelling, 61(December 2016), 93–101. Elsevier. Retrieved from http://dx.doi.org/10.1016/j.econmod.2016.12.007

Ogundari, K., & Awokuse, T. (2018). Human capital contribution to economic growth in Sub-Saharan Africa: Does health status matter more than education? Economic Analysis and Policy, 58, 131–140. Elsevier B.V. Retrieved from https://doi.org/10.1016/j.eap.2018.02.001

Qadri, F. S., & Waheed, A. (2013). Human capital and economic growth: Cross-country evidence from low-, middle- and high-income countries. Progress in Development Studies, 13(2), 89–104.

Quatraro, F. (2009). Innovation, structural change and productivity growth: Evidence from Italian regions, 1980-2003. Cambridge Journal of Economics, 33(5), 1001–1022.

Ryandiansyah, N. R., & Azis, I. J. (2018). Structural Change, Productivity, and the Shift to Services: The Case of Indonesia. Economics and Finance in Indonesia, 64(2), 97–110.

Schultz, T. (1961). Investment in Human Capital. the American Economic Review, Vol. 51(1), 1–17.

Silva, E. G., & Teixeira, A. A. C. (2011). Does structure influence growth? A panel data econometric assessment of “relatively less developed” countries, 1979-2003. Industrial and Corporate Change, 20(2), 457–510.

Teixeira, A. A. C., & Queirós, A. S. S. (2016). Economic growth, human capital and structural change: A dynamic panel data analysis. Research Policy, 45(8), 1636–1648. Elsevier B.V. Retrieved from http://dx.doi.org/10.1016/j.respol.2016.04.006

Timmer, C. P. (2014). Managing structural transformation : A political economy approach. WIDER Annual Lecture (Vol. 18).

Vu, K. M. (2017). Structural change and economic growth: Empirical evidence and policy insights from Asian economies. Structural Change and Economic Dynamics, 41, 64–77. Retrieved from http://linkinghub.elsevier.com/retrieve/pii/S0954349X17301108

Downloads

Published

2019-09-25

How to Cite

Listiono. (2019). THE CONTRIBUTION OF HUMAN CAPITAL AND STRUCTURAL CHANGE TO EAST JAVA’S ECONOMIC GROWTH: : DOES THE STRUCTURAL CHANGE BETTER THAN HUMAN CAPITAL?. East Java Economic Journal, 3(2), 168–180. https://doi.org/10.53572/ejavec.v3i2.41

Issue

Section

Articles