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Systems GMM estimates of the health care spending and GDP relationship: a note

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  • Saten Kumar

Abstract

This paper utilizes the systems generalized method of moments (GMM) [Arellano and Bover ( 1995 ) J Econometrics 68:29–51; Blundell and Bond ( 1998 ) J Econometrics 87:115–143], and panel Granger causality [Hurlin and Venet ( 2001 ) Granger Causality tests in panel data models with fixed coefficients. Mime’o, University Paris IX], to investigate the health care spending and gross domestic product (GDP) relationship for organisation for economic co-operation and development countries over the period 1960–2007. The system GMM estimates confirm that the contribution of real GDP to health spending is significant and positive. The panel Granger causality tests imply that a bi-directional causality exists between health spending and GDP. To this end, policies aimed at raising health spending will eventually improve the well-being of the population in the long run. Copyright Springer-Verlag 2013

Suggested Citation

  • Saten Kumar, 2013. "Systems GMM estimates of the health care spending and GDP relationship: a note," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(3), pages 503-506, June.
    • Handle: RePEc:spr:eujhec:v:14:y:2013:i:3:p:503-506
    DOI: 10.1007/s10198-012-0394-7
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    1. 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.
    2. Muysken, Joan & Yetkiner, I. Hakan & Ziesemer, Thomas, 1999. "Health, Labour Productivity and Growth," Research Memorandum 028, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
    3. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    4. Selma J. Mushkin, 1962. "Health as an Investment," NBER Chapters, in: Investment in Human Beings, pages 129-157, National Bureau of Economic Research, Inc.
    5. Hansen, Paul & King, Alan, 1996. "The determinants of health care expenditure: A cointegration approach," Journal of Health Economics, Elsevier, vol. 15(1), pages 127-137, February.
    6. Erkan Erdil & I. Hakan Yetkiner, 2009. "The Granger-causality between health care expenditure and output: a panel data approach," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 511-518.
    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. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    9. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    10. Parkin, David & McGuire, Alistair & Yule, Brian, 1987. "Aggregate health care expenditures and national income : Is health care a luxury good?," Journal of Health Economics, Elsevier, vol. 6(2), pages 109-127, June.
    11. 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.
    12. Hartwig, Jochen, 2010. "Is health capital formation good for long-term economic growth? - Panel Granger-causality evidence for OECD countries," Journal of Macroeconomics, Elsevier, vol. 32(1), pages 314-325, March.
    13. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    14. Hitiris, Theo & Posnett, John, 1992. "The determinants and effects of health expenditure in developed countries," Journal of Health Economics, Elsevier, vol. 11(2), pages 173-181, August.
    15. Pedro Pita Barros, 1998. "The black box of health care expenditure growth determinants," Health Economics, John Wiley & Sons, Ltd., vol. 7(6), pages 533-544, September.
    16. repec:dau:papers:123456789/6159 is not listed on IDEAS
    17. repec:bla:ecorec:v:73:y:1997:i:223:p:314-28 is not listed on IDEAS
    18. Selma J. Mushkin, 1962. "Health as an Investment," Journal of Political Economy, University of Chicago Press, vol. 70(5), pages 129-129.
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    Cited by:

    1. Ousmane Traoré, 2020. "Economic Growth and Human Capital Accumulation across Countries: Evidence from WAEMU Region," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 26(2), pages 147-159, May.
    2. Di Matteo, Livio & Cantarero-Prieto, David, 2018. "The Determinants of Public Health Expenditures: Comparing Canada and Spain," MPRA Paper 87800, University Library of Munich, Germany.
    3. Odhiambo, Nicholas M, 2021. "Health expenditure and economic growth in Sub-Saharan Africa: An empirical investigation," Working Papers 27167, University of South Africa, Department of Economics.
    4. Viera Ivanková & Rastislav Kotulič & Jaroslav Gonos & Martin Rigelský, 2019. "Health Care Financing Systems and Their Effectiveness: An Empirical Study of OECD Countries," IJERPH, MDPI, vol. 16(20), pages 1-22, October.
    5. N.M. Odhiambo, 2021. "Health Expenditure and Economic Growth in Sub-Saharan Africa: An Empirical Investigation," Working Papers AESRI-2021-05, African Economic and Social Research Institute (AESRI), revised Jan 2021.
    6. Emre Atilgan & Dilek Kilic & Hasan Murat Ertugrul, 2017. "The dynamic relationship between health expenditure and economic growth: is the health-led growth hypothesis valid for Turkey?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(5), pages 567-574, June.
    7. Nicholas M. Odhiambo, "undated". "Health Expenditure and Economic Growth in sub-Saharan Africa: An Empirical Investigation," Working Papers AESRIWP05, African Economic and Social Research Institute (AESRI).

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    More about this item

    Keywords

    Health care spending; Gross domestic product; Systems dynamic generalized method of moments; Panel Granger causality; C1; I1;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • I1 - Health, Education, and Welfare - - Health

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