Granger causality between total expenditure on health and GDP in OECD: Evidence from the Toda–Yamamoto approach
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DOI: 10.1016/j.econlet.2012.04.040
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- Bruno Ventelou & Yves Arrighi & Robert Greener & Erik Lamontagne & Patrizia Carrieri & Jean-Paul Moatti, 2012. "The Macroeconomic Consequences of Renouncing to Universal Access to Antiretroviral Treatment for HIV in Africa: A Micro-Simulation Model," PLOS ONE, Public Library of Science, vol. 7(4), pages 1-12, April.
- Wolde-Rufael, Yemane, 2006. "Electricity consumption and economic growth: a time series experience for 17 African countries," Energy Policy, Elsevier, vol. 34(10), pages 1106-1114, July.
- Jennifer Roberts, 2000. "Spurious regression problems in the determinants of health care expenditure: a comment on Hitiris (1997)," Applied Economics Letters, Taylor & Francis Journals, vol. 7(5), pages 279-283.
- 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.
- Wolde-Rufael, Yemane, 2005. "Energy demand and economic growth: The African experience," Journal of Policy Modeling, Elsevier, vol. 27(8), pages 891-903, November.
- Carrion-i-Silvestre, Josep Lluis, 2005. "Health care expenditure and GDP: Are they broken stationary?," Journal of Health Economics, Elsevier, vol. 24(5), pages 839-854, September.
- 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.
- Gerdtham, Ulf-G. & Löthgren, Mickael, 1998. "On stationarity and cointegration of international health expenditure and GDP," SSE/EFI Working Paper Series in Economics and Finance 232, Stockholm School of Economics, revised 29 Jan 1999.
- Clemente, Jesus & Marcuello, Carmen & Montanes, Antonio & Pueyo, Fernando, 2004. "On the international stability of health care expenditure functions: are government and private functions similar?," Journal of Health Economics, Elsevier, vol. 23(3), pages 589-613, May.
- George Karatzas, 2000. "On the determination of the US aggregate health care expenditure," Applied Economics, Taylor & Francis Journals, vol. 32(9), pages 1085-1099.
- repec:bla:manchs:v:69:y:2001:i:0:p:97-105 is not listed on IDEAS
- Zapata, Hector O & Rambaldi, Alicia N, 1997.
"Monte Carlo Evidence on Cointegration and Causation,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 59(2), pages 285-298, May.
- Zapata, Hector O. & Rambaldi, Alicia N., 1996. "Monte Carlo Evidence On Cointegration And Causation," Staff Papers 31690, Louisiana State University, Department of Agricultural Economics and Agribusiness.
- 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.
- Jewell, Todd & Lee, Junsoo & Tieslau, Margie & Strazicich, Mark C., 2003. "Stationarity of health expenditures and GDP: evidence from panel unit root tests with heterogeneous structural breaks," Journal of Health Economics, Elsevier, vol. 22(2), pages 313-323, March.
- Blomqvist, A. G. & Carter, R. A. L., 1997.
"Is health care really a luxury?,"
Journal of Health Economics, Elsevier, vol. 16(2), pages 207-229, April.
- Blomqvist, A.G. & Carter, R.A.L., 1993. "Is Health Care Really a Luxury?," University of Western Ontario, Departmental Research Report Series 9311, University of Western Ontario, Department of Economics.
- 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.
- David Canning & Peter Pedroni, 2008. "Infrastructure, Long‐Run Economic Growth And Causality Tests For Cointegrated Panels," Manchester School, University of Manchester, vol. 76(5), pages 504-527, September.
- Gerdtham, Ulf-G. & Jonsson, Bengt, 1991. "Conversion factor instability in international comparisons of health care expenditure," Journal of Health Economics, Elsevier, vol. 10(2), pages 227-234, July.
- Eiji Kurozumi & Taku Yamamoto, 2000. "Modified lag augmented vector autoregressions," Econometric Reviews, Taylor & Francis Journals, vol. 19(2), pages 207-231.
- Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
- Newhouse, Joseph P., 1987. "Cross national differences in health spending what do they mean?," Journal of Health Economics, Elsevier, vol. 6(2), pages 159-162, June.
- George Mavrotas & Roger Kelly, 2001. "Old Wine in New Bottles: Testing Causality between Savings and Growth," Manchester School, University of Manchester, vol. 69(s1), pages 97-105.
- James P. Smith, 1999. "Healthy Bodies and Thick Wallets: The Dual Relation between Health and Economic Status," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 145-166, Spring.
- Wolde-Rufael, Yemane, 2004. "Disaggregated industrial energy consumption and GDP: the case of Shanghai, 1952-1999," Energy Economics, Elsevier, vol. 26(1), pages 69-75, January.
- Konya, L., 2004. "Export-Led Growth, Growth-Driven Export, Both or None? Granger Causality Analysis on OECD Countries," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 4(1).
- 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.
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More about this item
Keywords
Healthcare expenditure; GDP; Toda–Yamamoto causality; OECD;All these keywords.
JEL classification:
- C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
- I10 - Health, Education, and Welfare - - Health - - - General
- I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
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