IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/65328.html

Dynamics of Growth, Poverty and Human Capital: Evidence from Indonesian Sub-National Data

Author

Listed:
  • de Silva, Indunil
  • Sumarto, Sudarno

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

  • de Silva, Indunil & Sumarto, Sudarno, 2014. "Dynamics of Growth, Poverty and Human Capital: Evidence from Indonesian Sub-National Data," MPRA Paper 65328, University Library of Munich, Germany, revised 18 Nov 2014.
    • Handle: RePEc:pra:mprapa:65328
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/65328/1/MPRA_paper_65328.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    2. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    3. 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, Communications Section.
    4. 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.
    5. 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.
    6. repec:sae:niesru:v:162:y::i:1:p:99-111 is not listed on IDEAS
    7. 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.
    8. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    9. 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.
    10. Schiff, Maurice & Wang, Yanling, 2004. "Education, Governance and Trade-Related Technology Diffusion in Latin America," IZA Discussion Papers 1028, Institute of Labor Economics (IZA).
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. Klenow, Peter J. & Rodriguez-Clare, Andres, 1997. "Economic growth: A review essay," Journal of Monetary Economics, Elsevier, vol. 40(3), pages 597-617, December.
    19. 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.
    20. Wheeler, David, 1980. "Basic needs fulfillment and economic growth : A simultaneous model," Journal of Development Economics, Elsevier, vol. 7(4), pages 435-451, December.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. Xavier Sala-I-Martin, 1997. "Transfers, Social Safety Nets, and Economic Growth," IMF Staff Papers, Palgrave Macmillan, vol. 44(1), pages 81-102, March.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    37. 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.
    38. Dollar, David & Kraay, Aart, 2002. "Growth Is Good for the Poor," Journal of Economic Growth, Springer, vol. 7(3), pages 195-225, September.
    39. 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.
    40. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    41. 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.
    42. 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.
    43. 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.
    44. 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.
    45. 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.
    46. 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.
    47. 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.
    48. repec:bla:obuest:v:64:y:2002:i:2:p:135-58 is not listed on IDEAS
    49. Peter Lorentzen & John McMillan & Romain Wacziarg, 2008. "Death and development," Journal of Economic Growth, Springer, vol. 13(2), pages 81-124, June.
    50. 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.
    51. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Abdelmohsen A. Nassani & Abdullah Mohammed Aldakhil & Muhammad Moinuddin Qazi Abro & Khalid Zaman, 2018. "Effective International Tourism Management: A Strategic Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(3), pages 1201-1224, June.
    2. Lilik Sugiharti & Miguel Angel Esquivias & Mohd Shahidan Shaari & Ari Dwi Jayanti & Abdul Rahim Ridzuan, 2023. "Indonesia’s poverty puzzle: Chronic vs. transient poverty dynamics," Cogent Economics & Finance, Taylor & Francis Journals, vol. 11(2), pages 2267927-226, October.
    3. Iván González Gordón & Budy P. Resosudarmo, 2019. "A sectoral growth‐income inequality nexus in Indonesia," Regional Science Policy & Practice, Wiley Blackwell, vol. 11(1), pages 123-139, March.
    4. Ioana Julieta Josan, 2019. "Current issues and future challenges in Education based on the analysis of Human Capital indicators between 2007-2017," Manager Journal, Faculty of Business and Administration, University of Bucharest, vol. 29(1), pages 67-82, December.
    5. Bestari Dwi Handayani & Heri Yanto & Amin Pujiati & Abdul Rahim Ridzuan & J. S. Keshminder & Mohd Shahidan Shaari, 2022. "The Implication of Energy Consumption, Corruption, and Foreign Investment for Sustainability of Income Distribution in Indonesia," Sustainability, MDPI, vol. 14(23), pages 1-15, November.
    6. Rosinta Hotmaida Febrianti Purba, 2023. "Impact Evaluation of Indonesia Conditional Cash Transfer Program (BSM) on Student Achievement," European Journal of Marketing and Economics Articles, Revistia Research and Publishing, vol. 6, ejme_v6_i.
    7. Garcia-Fuentes, Pablo A. & Lynn Kennedy, P. & Ash, William R., 2025. "The multiple impact of remittances on poverty in developing countries: Direct effects and through human capital," Journal of Policy Modeling, Elsevier, vol. 47(2), pages 428-447.
    8. Enkeleda Lulaj & Etem Iseni, 2018. "Role of Analysis CVP (Cost-Volume-Profit) as Important Indicator for Planning and Making Decisions in the Business Environment," European Journal of Economics and Business Studies Articles, Revistia Research and Publishing, vol. 4, ejes_v4_i.
    9. Mutiu Abimbola Oyinlola and Abdulfatai Adekunle Adedeji, 2020. "Enhancing Economic Growth Impact of Financial Development and Human Capital through Capital Flows in Sub-Saharan Africa," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 45(2), pages 95-114, June.
    10. Kirui, O., 2018. "Skill Development, Human Capital and Economic Outcomes: Impact of Post-Secondary Education among Smallholder Farmers in Africa," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277068, International Association of Agricultural Economists.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sumarto, Sudarno & De Silva, Indunil, 2014. "Being Healthy, Wealthy, and Wise: Dynamics of Indonesian Subnational Growth and Poverty," MPRA Paper 57824, University Library of Munich, Germany.
    2. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    3. Alok Kumar & Brianne Kober, 2014. "Education and Cross-Country Productivity Differences," Department Discussion Papers 1404, Department of Economics, University of Victoria.
    4. E. Tsanana & X. Chapsa & C. Katrakilidis, 2016. "Is growth corrupted or bureaucratic? Panel evidence from the enlarged EU," Applied Economics, Taylor & Francis Journals, vol. 48(33), pages 3131-3147, July.
    5. Ulaşan, Bülent, 2012. "Cross-country growth empirics and model uncertainty: An overview," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 6, pages 1-69.
    6. Måns Söderbom & Francis Teal, 2003. "Openness and human capital as sources of productivity growth: An empirical investigation," CSAE Working Paper Series 2003-06, Centre for the Study of African Economies, University of Oxford.
    7. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2024. "Health and economic growth: Reconciling the micro and macro evidence," World Development, Elsevier, vol. 178(C).
    8. John Ssozi & Simplice A. Asongu, 2016. "The Comparative Economics of Catch-up in Output per Worker, Total Factor Productivity and Technological Gain in Sub-Saharan Africa," African Development Review, African Development Bank, vol. 28(2), pages 215-228, June.
    9. Francis Teal & Måns Söderbom, 2003. "Openness and Human Capital as Sources of Productivity Growth: An Empirical Investigation," Economics Series Working Papers WPS/2003-06, University of Oxford, Department of Economics.
    10. Adriana Di Liberto & Stefano Usai, 2011. "TFP convergence across European regions," ERSA conference papers ersa10p409, European Regional Science Association.
    11. Lee, Angela Y. & Aaker, Jennifer L., 2006. "A Monte Carlo Study of Growth Regressions," Research Papers 1836r1, Stanford University, Graduate School of Business.
    12. Hartwig, Jochen, 2012. "Testing the growth effects of structural change," Structural Change and Economic Dynamics, Elsevier, vol. 23(1), pages 11-24.
    13. Eftimoski, Dimitar, 2022. "On the inconclusive effect of human capital on growth: A new look at extended specifications," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 708-727.
    14. Markus Eberhardt & Francis Teal, 2011. "Econometrics For Grumblers: A New Look At The Literature On Cross‐Country Growth Empirics," Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 109-155, February.
    15. Marcelo Soto, 2006. "Estimating the Social Return on Schooling," Papers of the Annual IUE-SUNY Cortland Conference in Economics, in: Oguz Esen & Ayla Ogus (ed.), Proceedings of the Conference on Human and Economic Resources, pages 43-65, Izmir University of Economics.
    16. Chen, Guo, 2013. "Health costs, factor productivity and foreign direct investment flows," Master's Theses and Plan B Papers 157717, University of Minnesota, Department of Applied Economics.
    17. Husain, Muhammad Jami, 2010. "Contribution of health to economic development: A survey and overview," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 4, pages 1-52.
    18. Middendorf Torge, 2006. "Human Capital and Economic Growth in OECD Countries," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 226(6), pages 670-686, December.
    19. 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.
    20. William Hauk & Romain Wacziarg, 2009. "A Monte Carlo study of growth regressions," Journal of Economic Growth, Springer, vol. 14(2), pages 103-147, June.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • H7 - Public Economics - - State and Local Government; Intergovernmental Relations
    • I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:65328. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.