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Articles

Do per capita health care expenditures converge among OECD countries? Evidence from unit root tests with level and trend-shifts

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References

  • Amsler, C. and Lee, J. (1995) An LM test for a unit root in the presence of a structural change, Econometric Theory, 11, 359–68.
  • Baltagi, B. H. and Moscone, F. (2010) Health care expenditure and income in the OECD reconsidered: evidence from panel data, Economic Modelling, 27, 804–11. doi:10.1016/j.econmod.2009.12.001
  • Barros, P. P. (1998) The black box of health care expenditure growth determinants, HealthEconomics, 7, 533–34.
  • Blomqvist, Å. G. and Carter, R. A. L. (1997) Is health care really a luxury?, Journal of Health, Economics, 16, 207–29. doi:10.1016/S0167-6296(96)00534-6
  • Carrion-i-Silvestre, J. L. (2005) Health care expenditure and GDP: are they broken stationary?, Journal of Health Economics, 24, 839–54. doi:10.1016/j.jhealeco.2005.01.001
  • Chou, W. L. (2007) Explaining China’s regional health expenditures using LM-type unit root tests, Journal of Health Economics, 26, 682–98. doi:10.1016/j.jhealeco.2006.12.002
  • DiMatteo, L. and DiMatteo, R. (1998) Evidence on the determinants of Canadian provincial government health expenditures: 1965-1991, Journal of Health Economics, 17, 211–28. doi:10.1016/S0167-6296(97)00020-9
  • Dreger, C. and Reimers, H.-E. (2005) Health care expenditures in OECD countries: a panel unit root and cointegration analysis, IZA Working Paper No. 1469.
  • European Observatory on Health Care Systems and Policies. (2000) Health care systems in transition – Germany, WHO Regional Office for Europe, AMS 5012667 (DEU).
  • European Observatory on Health Care Systems and Policies. (2001) Health care systems in transition – Austria, WHO Regional Office for Europe, EUR/01/5012667 (AUT).
  • Evans, P. (1996) Using cross-country variances to evaluate growth theories, Journal of Economic Dynamics and Control, 20, 1027–49. doi:10.1016/0165-1889(95)00888-8
  • Evans, P. and Karras, G. (1996) Convergence revisited, Journal of Monetary Economics, 37, 249–65. doi:10.1016/0304-3932(96)01250-0
  • Freeman, D. G. (2003) Is health care a necessity or a luxury? Pooled estimates of income elasticity from U.S. state-level data, Applied Economics, 35, 495–502. doi:10.1080/00036840210138374
  • Gerdtham, U.-G. and Löthgren, M. (2000) On stationarity and cointegration of international health expenditure and GDP, Journal of Health Economics, 19, 461–75. doi:10.1016/S0167-6296(99)00036-3
  • Gerdtham, U.-G. and Löthgren, M. (2002) New panel results on cointegration of international health expenditure and GDP, Applied Economics, 34, 1679–86. doi:10.1080/00036840110116397
  • Hansen, B. E. (1995) Rethinking the univariate approach to the unit root testing: using covariates to increase the power, Econometric Theory, 11, 1148–71.
  • Hansen, P. and King, A. (1996) The determinants of health care expenditure: a cointegration approach, Journal of Health Economics, 15, 127–37. doi:10.1016/0167-6296(95)00017-8
  • Hansen, P. and King, A. (1998) Health care expenditure and GDP: panel data unit root test results-comment, Journal of Health Economics, 17, 377–81. doi:10.1016/S0167-6296(98)00028-9
  • Hitiris, T. (1997) Health care expenditure and integration in the countries of the European union, Applied Economics, 29, 1–6. doi:10.1080/000368497327335
  • Hitiris, T. and Nixon, J. (2001) Convergence of health care expenditure in the EU countries, Applied Economics Letters, 8, 223–28. doi:10.1080/135048501750103890
  • Hitiris, T. and Posnett, J. (1992) The determinants and effects of health expenditure in developed countries, Journal of Health Economics, 11, 173–81. doi:10.1016/0167-6296(92)90033-W
  • Im, K. S., Lee, J. and Tieslau, M. (2012) Panel LM unit-root tests with trend shifts, mimeo.
  • Im, K.-S., Lee, J. and Tieslau, M. (2005) Panel LM unit-root tests with level shifts, Oxford Bulletin of Economics and Statistics, 67, 393–419. doi:10.1111/obes.2005.67.issue-3
  • Jewell, T., Lee, J., Tieslau, M. et al. (2003) Stationarity of health expenditures and GDP: evidence from panel unit root tests with heterogeneous structural breaks, Journal of Health Economics, 22, 313–23. doi:10.1016/S0167-6296(02)00122-4
  • Kim, D. and Perron, P. (2009) Unit root tests allowing for a break in the trend function at an unknown time under both the null and alternative hypotheses, Journal of Econometrics, 148, 1–13. doi:10.1016/j.jeconom.2008.08.019
  • Kleiman, E. (1974) The determinants of national outlay on health, in The Economics of Health and Medical Care, Perlmand, M. (Ed), McMillan, London.
  • Lee, H. J., Meng, M. and Lee, J. (2011) How do nonlinear unit root tests perform with non normal errors?, Communications in Statistics - Simulation and Computation, 40, 1182–91. doi:10.1080/03610918.2011.566972
  • Lee, J., Meng, M. and Strazicich, M. C. (2012) Two-step LM unit root tests with trend-breaks, Journal of Statistical and Econometric Methods, 1, 81–107.
  • Lee, J. and Strazicich, M. (2001) Break point estimation and spurious rejections with endogenous unit root tests, Oxford Bulletin of Economics and Statistics, 63, 535–58. doi:10.1111/obes.2001.63.issue-5
  • Lee, J. and Strazicich, M. C. (2003) Minimum lagrange multiplier unit root test with two structural breaks, Review of Economics and Statistics, 85, 1082–89. doi:10.1162/003465303772815961
  • Lee, J. and Strazicich, M. C. (2013) Minimum lagrange multiplier unit root test with one structural breaks, Economics Bulletin, 33, 2482–92.
  • McCoskey, S. K. and Selden, T. M. (1998) Health care expenditures and GDP: panel data unit root test results, Journal of Health Economics, 17, 369–76. doi:10.1016/S0167-6296(97)00040-4
  • Meng, M., Lee, J. and Payne, J. E. (2013) Convergence in per capita energy use among OECD countries, Energy Economics, 36, 536–45. doi:10.1016/j.eneco.2012.11.002
  • Meng, M., Lee, J. and Payne, J. E. (2015), The Prebisch-Singer hypothesis and relative commodity prices: further evidence on breaks and trend shifts, Working Paper, University of Alabama, Tuscaloosa, AL.
  • Moscone, F. and Tosetti, E. (2010) Health expenditure and income in the United States, HealthEconomics, 19, 1385–403.
  • Murthy, N. R. V. and Ukpolo, V. (1994) Aggregate health care expenditure in the United States: evidence from cointegration tests, Applied Economics, 26, 797–802. doi:10.1080/00036849400000094
  • Narayan, P. K. (2006) Examining structural breaks and growth rates in international health expenditures, Journal of Health Economics, 25, 877–90. doi:10.1016/j.jhealeco.2005.12.001
  • Narayan, P. K. (2007) Do health expenditures ‘catch-up’? evidence from OECD countries, Health Economics, 16, 993–1008. doi:10.1002/(ISSN)1099-1050
  • Newhouse, J. P. (1977) Medical care expenditures: a cross-national survey, Journal of Human Resources, 12, 115–25.
  • Newhouse, J. P. (1992) Medical care costs: how much welfare loss?, Journal of Economic Perspectives, 6, 3–21. doi:10.1257/jep.6.3.3
  • Nixon, J. (1999), Convergence analysis of health care expenditures in the EU using two approaches, University of York Discussion Papers in Economics, No. 1999/03.
  • Nunes, L., Newbold, P. and Kuan, C. (1997) Testing for unit roots with breaks: evidence on the great crash and the unit root hypothesis reconsidered, Oxford Bulletin of Economics and Statistics, 59, 435–48. doi:10.1111/obes.1997.59.issue-4
  • OECD (2011a) Health Database, OECD Health Statistics, Paris. Available at http://www.oecd.org/els/health-systems/health-data.htmParis (accessed 4 June 2015).
  • OECD (2011b) Health at a Glance 2011: OECD Indicators, OECD Publishing, Paris. Available at http://www.oecd.org/health/health-systems/health-at-a-glance.htm (accessed 4 June 2015).
  • Okunade, A. A. and Karakus, M. C. (2001) Unit root and cointegration tests: time series versus panel estimates for international health expenditure models, Applied Economics, 33, 1131–37. doi:10.1080/00036840122612
  • Okunade, A. A., Karakus, M. C. and Okeke, C. (2004) Determinants of health expenditure growth of the OECD countries: jackknife resampling plan estimates, Health Care Management Science, 7, 173–83. doi:10.1023/B:HCMS.0000039380.42784.20
  • Panopoulou, E. and Pantelidis, T. (2012) Convergence in per capita health expenditures and health outcomes in the OECD countries, Applied Economics, 44, 3909–20. doi:10.1080/00036846.2011.583222
  • Perron, P. (2006) Dealing with structural breaks, in New Palgrave Handbook of Econometrics, Vol. 1, Mills, T. C. and Patterson, K. (Eds), MacMillan, London, pp. 278–352.
  • Perron, P. and Yabu, T. (2009) Testing for shifts in trend with an integrated or stationary noise component, Journal of Business & Economic Statistics, 27, 369–96. doi:10.1198/jbes.2009.07268
  • Pesaran, M. H. (2007) A simple panel unit root test in the presence of cross-section dependence, Journal of Applied Econometrics, 22, 265–312. doi:10.1002/(ISSN)1099-1255
  • Potrafke, N. (2010) The growth of public health expenditures in OECD countries: do government ideology and electoral motives matter?, Journal of Health Economics, 29, 797–810. doi:10.1016/j.jhealeco.2010.07.008
  • Quah, D. (1996) Empirics for economic growth and convergence, European Economic Review, 40, 1353–75. doi:10.1016/0014-2921(95)00051-8
  • Sala-i-Martin, X. (1996) The classical approach to convergence analysis, Economic Journal, 106, 1019–36.
  • Schmidt, P. and Phillips, P. (1992) LM tests for a unit root in the presence of deterministic trends, Oxford Bulletin of Economics and Statistics, 54, 257–87. doi:10.1111/obes.1992.54.issue-3
  • Solow, R. (1956) A contribution to the theory of economic growth, Quarterly Journal of Economics, 70, 65–94.
  • Wang, K.-M. (2011) Health care expenditure and economic growth: quantile panel-type analysis, Economic Modelling, 28, 1536–49. doi:10.1016/j.econmod.2011.02.008
  • Wang, Z. (2009) The convergence of health care expenditure in the US states, Health Economics, 18, 55–70. doi:10.1002/hec.v18:1
  • Wang, Z. and Rettenmaier, A. J. (2007) A note on cointegration of health expenditures and income, Health Economics, 16, 559–78. doi:10.1002/(ISSN)1099-1050

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