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Impact of GDP and tax revenue on health care financing: An empirical investigation from Indian states

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  • Deepak Kumar BEHERA

    (Indian Institute of Technology Madras, India)

  • Umakant DASH

    (Indian Institute of Technology Madras, India)

Abstract

This paper investigates the long run impact of GDP and tax revenue on public health care expenditure using panel FMOLS and DOLS models for sixteen major states of India over the period 1980-2013. This study is more relevant in order to measure the progress in universal health care financing across the states of India because states are heterogeneous in terms of health care spending, associated with low tax bases and low level of GDP growth. The empirical result shows that health expenditure, GDP and tax revenue are cointegrated in the long run. There is a positive and significant impact of income and revenue generation on growth of health care expenditure while the elasticity of health care expenditure is less than one. The result implies that there is state level heterogeneity in the share of medical and public health care expenditure to income in India. These research findings would serve as effective policy instruments to measure the progress towards universal health coverage among the states of India.

Suggested Citation

  • Deepak Kumar BEHERA & Umakant DASH, 2017. "Impact of GDP and tax revenue on health care financing: An empirical investigation from Indian states," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(2(611), S), pages 249-262, Summer.
    • Handle: RePEc:agr:journl:v:xxiv:y:2017:i:2(611):p:249-262
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    References listed on IDEAS

    as
    1. Oommen C. Kurian, 2015. "Financing Healthcare for All in India: Towards a Common Goal," Working Papers id:6932, eSocialSciences.
    2. Narayan, Seema & Narayan, Paresh Kumar & Mishra, Sagarika, 2010. "Investigating the relationship between health and economic growth: Empirical evidence from a panel of 5 Asian countries," Journal of Asian Economics, Elsevier, vol. 21(4), pages 404-411, August.
    3. McCoskey, Suzanne K. & Selden, Thomas M., 1998. "Health care expenditures and GDP: panel data unit root test results," Journal of Health Economics, Elsevier, vol. 17(3), pages 369-376, June.
    4. Anindya Sen, 2005. "Is Health Care a Luxury? New Evidence from OECD Data," International Journal of Health Economics and Management, Springer, vol. 5(2), pages 147-164, June.
    5. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    6. Gerdtham, Ulf-G. & Lothgren, Mickael, 2000. "On stationarity and cointegration of international health expenditure and GDP," Journal of Health Economics, Elsevier, vol. 19(4), pages 461-475, July.
    7. Garry MacDonald & Sandra Hopkins, 2002. "Unit root properties of OECD health care expenditure and GDP data," Health Economics, John Wiley & Sons, Ltd., vol. 11(4), pages 371-376, June.
    8. Shailender Kumar Hooda, 2016. "Determinants of Public Expenditure on Health in India: A Panel Data Analysis at Sub-National Level," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 14(2), pages 257-282, December.
    9. Tauhidur Rahman, 2008. "Determinants of public health expenditure: some evidence from Indian states," Applied Economics Letters, Taylor & Francis Journals, vol. 15(11), pages 853-857.
    10. Victoria Fan and William Savedoff, 2014. "The Health Financing Transition: A Conceptual Framework and Empirical Evidence - Working Paper 358," Working Papers 358, Center for Global Development.
    11. Baltagi, Badi H. & Moscone, Francesco, 2010. "Health care expenditure and income in the OECD reconsidered: Evidence from panel data," Economic Modelling, Elsevier, vol. 27(4), pages 804-811, July.
    12. David Cantarero & Santiago Lago-Penas, 2010. "The determinants of health care expenditure: a reexamination," Applied Economics Letters, Taylor & Francis Journals, vol. 17(7), pages 723-726.
    13. Dreger, C. & Reimers, H.E., 2005. "Health Care Expenditures in OECD Countries: A Panel Unit Root and Cointegration Analysis," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 2(2), pages 5-20.
    14. Shailender Kumar Hooda, 2015. "Determinants of Public Expenditure on Health in India: The Panel Data Estimates," Working Papers 177, Institute for Studies in Industrial Development (ISID).
    15. Wang, Kuan-Min, 2011. "Health care expenditure and economic growth: Quantile panel-type analysis," Economic Modelling, Elsevier, vol. 28(4), pages 1536-1549, July.
    16. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    17. Mathauer, Inke & Carrin, Guy, 2011. "The role of institutional design and organizational practice for health financing performance and universal coverage," Health Policy, Elsevier, vol. 99(3), pages 183-192, March.
    18. Fan, Victoria Y. & Savedoff, William D., 2014. "The health financing transition: A conceptual framework and empirical evidence," Social Science & Medicine, Elsevier, vol. 105(C), pages 112-121.
    19. Tomoko Tamakoshi & Shigeyuki Hamori, 2015. "Health-care expenditure, GDP and share of the elderly in Japan: a panel cointegration analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 22(9), pages 725-729, June.
    20. Helmut Herwartz & Bernd Theilen, 2003. "The determinants of health care expenditure: testing pooling restrictions in small samples," Health Economics, John Wiley & Sons, Ltd., vol. 12(2), pages 113-124, February.
    21. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    22. Zijun Wang, 2009. "The determinants of health expenditures: evidence from US state-level data," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 429-435.
    23. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    24. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    25. Marwa Farag & A. NandaKumar & Stanley Wallack & Dominic Hodgkin & Gary Gaumer & Can Erbil, 2012. "The income elasticity of health care spending in developing and developed countries," International Journal of Health Economics and Management, Springer, vol. 12(2), pages 145-162, June.
    26. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    27. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
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