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Dynamics Of Growth, Poverty And Human Capital: Evidence From Indonesian Sub-National Data

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  • INDUNIL DE SILVA

    (The National Team for the Acceleration of Poverty Reduction, Indonesia)

  • SUDARNO SUMARTO

    (bThe National Team for the Acceleration of Poverty Reduction, Indonesia)

Abstract

The aim of this study is twofold. First, despite the vast empirical literature on testing the neoclassical model of economic growth using cross-country data, very few studies exist at the sub-national level. We attempt to fill this gap by utilizing panel data over the 2002-2012 period, a modified neoclassical growth equation, and a dynamic panel estimator to investigate the effect of both health and education capital on economic growth and poverty at the district level in Indonesia. Secondly, whilst most existing cross-country studies tend to concentrate only on education as a measure of human capital, we expand the analysis and probe the effects of health capital as well. As far as we are aware, no study has done a direct and comprehensive examination of the impacts of health on growth and poverty at the sub-national level. Thus this study is a premier at the sub-national level, and our findings will be particularly relevant in understanding the role of both health and education capital in accelerating growth and poverty reduction efforts.

Suggested Citation

  • Indunil De Silva & Sudarno Sumarto, 2015. "Dynamics Of Growth, Poverty And Human Capital: Evidence From Indonesian Sub-National Data," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 40(2), pages 1-33, June.
  • Handle: RePEc:jed:journl:v:40:y:2015:i:2:p:1-33
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    as
    1. anonymous, 1995. "Does the bouncing ball lead to economic growth?," Regional Update, Federal Reserve Bank of Atlanta, issue Jul, pages 1-2,4-6.
    2. Ravallion, Martin & Chen, Shaohua, 1997. "What Can New Survey Data Tell Us about Recent Changes in Distribution and Poverty?," The World Bank Economic Review, World Bank, vol. 11(2), pages 357-382, May.
    3. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    4. Daniel Suryadarma & Rima Prama Artha & Asep Suryahadi & Sudarno Sumarto, "undated". "A Reassessment of Inequality and Its Role in Poverty Reduction in Indonesia," Working Papers 364, Publications Department.
    5. Oulton, Nicholas, 1997. "Total Factor Productivity Growth and the Role of Externalities," National Institute Economic Review, National Institute of Economic and Social Research, vol. 162, pages 99-111, October.
    6. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    7. Dollar, David & Kraay, Aart, 2002. "Growth Is Good for the Poor," Journal of Economic Growth, Springer, vol. 7(3), pages 195-225, September.
    8. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    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. Anke E. Hoeffler, 2002. "The augmented Solow model and the African growth debate," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(2), pages 135-158, May.
    11. Amar A. Hamoudi & Jeffrey D. Sachs, 1999. "Economic Consequences of Health Status: A Review of the Evidence," CID Working Papers 30, Center for International Development at Harvard University.
    12. McDonald, Scott & Roberts, Jennifer, 2002. "Growth and multiple forms of human capital in an augmented Solow model: a panel data investigation," Economics Letters, Elsevier, vol. 74(2), pages 271-276, January.
    13. Klenow, Peter J. & Rodriguez-Clare, Andres, 1997. "Economic growth: A review essay," Journal of Monetary Economics, Elsevier, vol. 40(3), pages 597-617, December.
    14. Amar A Hamoudi & Jeffrey D. Sachs, 1999. "Economic Consequences of Health Status: A Review of the Evidence," CID Working Papers 30A, Center for International Development at Harvard University.
    15. David N. Well, 2007. "Accounting for the Effect Of Health on Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1265-1306.
    16. Peter Lorentzen & John McMillan & Romain Wacziarg, 2008. "Death and development," Journal of Economic Growth, Springer, vol. 13(2), pages 81-124, June.
    17. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    18. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, Oxford University Press, vol. 106(2), pages 407-443.
    19. 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.
    20. Pravakar Sahoo & Ranjan Kumar Dash & Geethanjali Nataraj, 2012. "China¡¯S Growth Story: The Role Of Physical And Social Infrastructure," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 37(1), pages 53-75, March.
    21. Adriana Di Liberto & Francesco Pigliaru & Piergiorgio Chelucci, 2011. "International Tfp Dynamics And Human Capital Stocks: A Panel Data Analysis, 1960–2003," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(1), pages 156-182, March.
    22. Ferree, Karen & Singh, Smita & Bates, Robert, 1997. "Political Institutions And Economic Growth In Africa," Harvard Institute for International Development (HIID) Papers 294403, Harvard University, Kennedy School of Government.
    23. 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.
    24. Haitham Issa, 2005. "Human Capital Demographic Transition And Economic Growth," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 30(2), pages 49-65, December.
    25. Fwu‐Ranq Chang & Pravin K. Trivedi, 2003. "Economics of self‐medication: theory and evidence," Health Economics, John Wiley & Sons, Ltd., vol. 12(9), pages 721-739, September.
    26. Guido Baldi, 2013. "Physical And Human Capital Accumulation And The Evolution Of Income And Inequality," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 38(3), pages 57-83, September.
    27. C. Peter Timmer, 2004. "The road to pro-poor growth: the Indonesian experience in regional perspective," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 40(2), pages 177-207.
    28. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    29. Bloom, David E. & Canning, David & Sevilla, Jaypee, 2004. "The Effect of Health on Economic Growth: A Production Function Approach," World Development, Elsevier, vol. 32(1), pages 1-13, January.
    30. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, Oxford University Press, vol. 114(1), pages 83-116.
    31. Xavier Sala-I-Martin, 1997. "Transfers, Social Safety Nets, and Economic Growth," IMF Staff Papers, Palgrave Macmillan, vol. 44(1), pages 81-102, March.
    32. Matthew Cole & Eric Neumayer, 2006. "The impact of poor health on total factor productivity," Journal of Development Studies, Taylor & Francis Journals, vol. 42(6), pages 918-938.
    33. Jeffrey D. Sachs & Andrew Warner, 1995. "Economic Reform and the Process of Global Integration," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(1, 25th A), pages 1-118.
    34. Suryahadi, Asep & Suryadarma, Daniel & Sumarto, Sudarno, 2009. "The effects of location and sectoral components of economic growth on poverty: Evidence from Indonesia," Journal of Development Economics, Elsevier, vol. 89(1), pages 109-117, May.
    35. repec:sae:niesru:v:162:y::i:1:p:99-111 is not listed on IDEAS
    36. Schiff, Maurice & Wang, Yanling, 2004. "Education, Governance and Trade-Related Technology Diffusion in Latin America," IZA Discussion Papers 1028, Institute of Labor Economics (IZA).
    37. Miller, Stephen M. & Upadhyay, Mukti P., 2000. "The effects of openness, trade orientation, and human capital on total factor productivity," Journal of Development Economics, Elsevier, vol. 63(2), pages 399-423, December.
    38. Svitlana Maksymenko & Mahbub Rabbani, 2011. "Economic Reforms, Human Capital, And Economic Growth In India And South Korea: A Cointegration Analysis," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 36(2), pages 39-59, June.
    39. Wheeler, David, 1980. "Basic needs fulfillment and economic growth : A simultaneous model," Journal of Development Economics, Elsevier, vol. 7(4), pages 435-451, December.
    40. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
    41. Arsenio Balisacan & Ernesto Pernia & Abuzar Asra, 2003. "Revisiting growth and poverty reduction in Indonesia: what do subnational data show?," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 39(3), pages 329-351.
    42. Knowles, Stephen & Owen, P. Dorian, 1995. "Health capital and cross-country variation in income per capita in the Mankiw-Romer-Weil model," Economics Letters, Elsevier, vol. 48(1), pages 99-106, April.
    43. Bernard, Andrew B & Jones, Charles I, 1996. "Comparing Apples to Oranges: Productivity Convergence and Measurement across Industries and Countries," American Economic Review, American Economic Association, vol. 86(5), pages 1216-1238, December.
    44. Asep Suryahadi & Gracia Hadiwidjaja & Sudarno Sumarto, 2012. "Economic growth and poverty reduction in Indonesia before and after the asian financial crisis," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 48(2), pages 209-227, August.
    45. 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.
    46. Arsenio M Balisacan & Ernesto M Pernia & Abuzar Asra, 2003. "Revisiting Growth and Poverty Reduction in Indonesia," Palgrave Macmillan Books, in: Ernesto M Pernia & Anil B Deolalikar (ed.), Poverty, Growth, and Institutions in Developing Asia, chapter 6, pages 191-218, Palgrave Macmillan.
    47. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    48. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    49. Kim, Se-Jik & Kim, Yong Jin, 2000. "Growth gains from trade and education," Journal of International Economics, Elsevier, vol. 50(2), pages 519-545, April.
    50. Hoeffler, Anke E, 2002. "The Augmented Solow Model and the African Growth Debate," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(2), pages 135-158, May.
    51. 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.
    52. 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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    More about this item

    Keywords

    Neoclassical Growth; Poverty; Human Capital; Health; Education; Dynamic Panel;
    All these keywords.

    JEL classification:

    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production

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