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Robust analysis of the determinants of healthcare expenditure growth: evidence from panel data for low-, middle- and high-income countries

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  • Moheddine Younsi
  • Mohamed Chakroun
  • Amine Nafla

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  • Moheddine Younsi & Mohamed Chakroun & Amine Nafla, 2016. "Robust analysis of the determinants of healthcare expenditure growth: evidence from panel data for low-, middle- and high-income countries," International Journal of Health Planning and Management, Wiley Blackwell, vol. 31(4), pages 580-601, October.
    • Handle: RePEc:bla:ijhplm:v:31:y:2016:i:4:p:580-601
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    References listed on IDEAS

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    1. 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.
    2. Di Matteo, Livio, 2005. "The macro determinants of health expenditure in the United States and Canada: assessing the impact of income, age distribution and time," Health Policy, Elsevier, vol. 71(1), pages 23-42, January.
    3. Wagstaff, Adam, 2009. "Social health insurance vs. tax-financed health systems - evidence from the OECD," Policy Research Working Paper Series 4821, The World Bank.
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    5. Murthy, Vasudeva N.R. & Okunade, Albert A., 2009. "The core determinants of health expenditure in the African context: Some econometric evidence for policy," Health Policy, Elsevier, vol. 91(1), pages 57-62, June.
    6. 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.
    7. 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.
    8. Jerry Hausman, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    9. Jaunky, V.C & Khadaroo, A.J., 2008. "Health Care Expenditure And Gdp: An African Perspective," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 8(1), pages 131-146.
    10. Albert Okunade & Mustafa Karakus, 2001. "Unit root and cointegration tests: timeseries versus panel estimates for international health expenditure models," Applied Economics, Taylor & Francis Journals, vol. 33(9), pages 1131-1137.
    11. John Anyanwu & Andrew E. O. Erhijakpor, 2009. "Health Expenditures and Health Outcomes in Africa," African Development Review, African Development Bank, vol. 21(2), pages 400-433.
    12. 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.
    13. 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.
    14. Wagstaff, Adam & Moreno-Serra, Rodrigo, 2009. "Europe and central Asia's great post-communist social health insurance experiment: Aggregate impacts on health sector outcomes," Journal of Health Economics, Elsevier, vol. 28(2), pages 322-340, March.
    15. U. -G. Gerdtham & M. Lothgren, 2002. "New panel results on cointegration of international health expenditure and GDP," Applied Economics, Taylor & Francis Journals, vol. 34(13), pages 1679-1686.
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    20. Badi H. Baltagi & Dong Li, 2002. "Series Estimation of Partially Linear Panel Data Models with Fixed Effects," Annals of Economics and Finance, Society for AEF, vol. 3(1), pages 103-116, May.
    21. 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.
    22. Getzen, Thomas E., 2000. "Health care is an individual necessity and a national luxury: applying multilevel decision models to the analysis of health care expenditures," Journal of Health Economics, Elsevier, vol. 19(2), pages 259-270, March.
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    26. Paresh Kumar Narayan, 2009. "Are health expenditures and GDP characterized by asymmetric behaviour? Evidence from 11 OECD countries," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 531-536.
    27. Joseph P. Newhouse, 1992. "Medical Care Costs: How Much Welfare Loss?," Journal of Economic Perspectives, American Economic Association, vol. 6(3), pages 3-21, Summer.
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    29. 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.
    30. 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.
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    Cited by:

    1. Dunfu Zhang & K. M. Atikur Rahman, 2020. "Government health expenditure, out‐of‐pocket payment and social inequality: A cross‐national analysis of China and OECD countries," International Journal of Health Planning and Management, Wiley Blackwell, vol. 35(5), pages 1111-1126, September.
    2. Moheddine Younsi & Marwa Bechtini, 2024. "Financing Health Systems in Developing Countries: the Role of Government Spending and Taxation," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 13182-13210, September.
    3. Anne Mason & Idaira Rodriguez Santana & María José Aragón & Nigel Rice & Martin Chalkley & Raphael Wittenberg & Jose-Luis Fernandez, 2019. "Drivers of health care expenditure: Final report," Working Papers 169cherp, Centre for Health Economics, University of York.
    4. Byaro, Mwoya & Kinyondo, Abel & Michello, Charles & Musonda, Patrick, 2018. "Determinants of Public Health Expenditure Growth in Tanzania: An Application of Bayesian Model," African Journal of Economic Review, African Journal of Economic Review, vol. 6(01), January.
    5. Engy Raouf, 2023. "Green Hydrogen Production and Public Health Expenditure in Hydrogen-Exporting Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 13(6), pages 36-44, November.
    6. Mohamed Jasim, K. & Zaman, Mustafeed & Hasan, Rajibul & Akter, Shahriar & Vo-Thanh, Tan & Vrontis, Demetris, 2025. "Beyond borders, beyond bills: Unpacking the universal pain of medical expenditures," Journal of Business Research, Elsevier, vol. 199(C).

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