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The Scientific World Journal
Volume 2014, Article ID 905747, 6 pages
http://dx.doi.org/10.1155/2014/905747
Research Article

Health Care Expenditure and GDP in African Countries: Evidence from Semiparametric Estimation with Panel Data

School of Business Administration, Hunan University, Changsha 410082, China

Received 28 December 2013; Accepted 4 February 2014; Published 6 March 2014

Academic Editors: M. Saez and M. Tsionas

Copyright © 2014 Zhike Lv and Huiming Zhu. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. B. H. Baltagi and F. Moscone, “Health care expenditure and income in the OECD reconsidered: evidence from panel data,” Economic Modelling, vol. 27, no. 4, pp. 804–811, 2010. View at Publisher · View at Google Scholar · View at Scopus
  2. L. P. Santiago, C. P. David, and B. F. Carla, “On the relationship between GDP and health care expenditure: a new look,” Economic Modelling, vol. 32, pp. 124–129, 2013. View at Google Scholar
  3. K. P. Gbesemete and U.-G. Gerdtham, “Determinants of health care expenditure in Africa: a cross-sectional study,” World Development, vol. 20, no. 2, pp. 303–308, 1992. View at Google Scholar · View at Scopus
  4. V. C. Jaunky and A. J. Khadaroo, “Health care expenditure and GDP: an African perspective,” Applied Econometrics and International Development, vol. 8, no. 1, pp. 131–146, 2008. View at Google Scholar
  5. L. Di Matteo, “The income elasticity of health care spending: a comparison of parametric and nonparametric approaches,” European Journal of Health Economics, vol. 4, no. 1, pp. 20–29, 2003. View at Publisher · View at Google Scholar · View at Scopus
  6. M. Chakroun, “Health care expenditure and GDP: an international panel smooth transition approach,” International Journal of Economics, vol. 4, no. 1, pp. 189–200, 2010. View at Google Scholar
  7. H. Herwartz and B. Theilen, “The determinants of health-care expenditure: new results from semiparametric estimation,” Health Economics, vol. 19, no. 8, pp. 964–978, 2010. View at Publisher · View at Google Scholar · View at Scopus
  8. P. Y. Crémieux, P. Ouellette, and C. Pilon, “Health care spending as determinants of health outcomes,” Health Economics, vol. 8, pp. 627–639, 1999. View at Google Scholar
  9. S. Gupta, M. Verhoeven, and E. R. Tiongson, “The effectiveness of government spending on education and health care in developing and transition economies,” European Journal of Political Economy, vol. 18, no. 4, pp. 717–737, 2002. View at Publisher · View at Google Scholar · View at Scopus
  10. J. P. Newhouse, “Medical-care expenditure: a cross-national survey,” Journal of Human Resources, vol. 12, no. 1, pp. 115–125, 1977. View at Google Scholar · View at Scopus
  11. T. Hitiris, “Health care expenditure and integration in the countries of the European Union,” Applied Economics, vol. 29, no. 1, pp. 1–6, 1997. View at Google Scholar · View at Scopus
  12. M. Mehrara, M. Musai, and H. Amiri, “The relationship between health expenditure and GDP in OECD countries using PSTR,” European Journal of Economics, Finance and Administrative Sciences, no. 24, pp. 1450–2275, 2010. View at Google Scholar
  13. D. Liu, R. Li, and Z. Wang, “Testing for structural breaks in panel varying coefficient models: with an application to OECD health expenditure,” Empirical Economics, vol. 40, no. 1, pp. 95–118, 2011. View at Publisher · View at Google Scholar · View at Scopus
  14. J. Clemente, C. Marcuello, A. Montañés, and F. Pueyo, “On the international stability of health care expenditure functions: are government and private functions similar?” Journal of Health Economics, vol. 23, no. 3, pp. 589–613, 2004. View at Publisher · View at Google Scholar · View at Scopus
  15. Å. G. Blomqvist and R. A. L. Carter, “Is health care really a luxury?” Journal of Health Economics, vol. 16, no. 2, pp. 207–229, 1997. View at Publisher · View at Google Scholar · View at Scopus
  16. A. Sen, “Is health care a luxury? New evidence from OECD data,” International Journal of Health Care Finance and Economics, vol. 5, no. 2, pp. 147–164, 2005. View at Publisher · View at Google Scholar · View at Scopus
  17. M. Farag, A. K. NandaKumar, S. Wallack, D. Hodgkin, G. Gaumer, and C. Erbil, “The income elasticity of health care spending in developing and developed countries,” International Journal of Health Care Finance and Economics, vol. 12, no. 2, pp. 145–162, 2012. View at Google Scholar
  18. T. Hitiris and J. Posnett, “The determinants and effects of health expenditure in developed countries,” Journal of Health Economics, vol. 11, no. 2, pp. 173–181, 1992. View at Publisher · View at Google Scholar · View at Scopus
  19. N. R. V. Murthy and V. Ukpolo, “Aggregate health care expenditure in the United States: evidence from cointegration tests,” Applied Economics, vol. 26, pp. 797–802, 1994. View at Google Scholar
  20. D. Parkin, A. McGuire, and B. Yule, “Aggregate health care expenditures and national income. Is health care a luxury good?” Journal of Health Economics, vol. 6, no. 2, pp. 109–127, 1987. View at Google Scholar · View at Scopus
  21. U. G. Gerdtham, J. Sogaard, F. Andersson, and B. Jonsson, “An econometric analysis of health care expenditure: a cross-section study of the OECD countries,” Journal of Health Economics, vol. 11, no. 1, pp. 63–84, 1992. View at Publisher · View at Google Scholar · View at Scopus
  22. P. Hansen and A. King, “The determinants of health care expenditure: a cointegration approach,” Journal of Health Economics, vol. 15, no. 1, pp. 127–137, 1996. View at Publisher · View at Google Scholar · View at Scopus
  23. E. Erdil and I. H. Yetkiner, “The Granger-causality between health care expenditure and output: a panel data approach,” Applied Economics, vol. 41, no. 4, pp. 511–518, 2009. View at Publisher · View at Google Scholar · View at Scopus
  24. L. Di Matteo, “The macro determinants of health expenditure in the United States and Canada: assessing the impact of income, age distribution and time,” Health Policy, vol. 71, no. 1, pp. 23–42, 2005. View at Publisher · View at Google Scholar · View at Scopus
  25. P. K. Narayan, “Modelling health and output at business cycle horizons for the USA,” Health Economics, vol. 19, no. 7, pp. 872–880, 2010. View at Publisher · View at Google Scholar · View at Scopus
  26. S. K. McCoskey and T. M. Selden, “Health care expenditures and GDP: panel data unit root test results,” Journal of Health Economics, vol. 17, no. 3, pp. 369–376, 1998. View at Publisher · View at Google Scholar · View at Scopus
  27. U.-G. Gerdtham and M. Löthgren, “On stationarity and cointegration of international health expenditure and GDP,” Journal of Health Economics, vol. 19, no. 4, pp. 461–475, 2000. View at Publisher · View at Google Scholar · View at Scopus
  28. A. Yatchew, “Nonparametric regression techniques in economics,” Journal of Economic Literature, vol. 36, no. 2, pp. 669–721, 1998. View at Google Scholar · View at Scopus
  29. B. H. Baltagi and D. Li, “Series estimation of partially linear panel data models with fixed effect,” Annals of Economics and Finance, vol. 3, pp. 103–116, 2002. View at Google Scholar
  30. R. Desbordes and V. Verardi, “Refitting the Kuznets curve,” Economics Letters, vol. 116, no. 2, pp. 258–261, 2012. View at Publisher · View at Google Scholar · View at Scopus
  31. E. A. Nadaraya, “On estimating regression,” Theory of Probability and Its Applications, vol. 10, pp. 186–190, 1964. View at Google Scholar
  32. J. Fan and I. Gijbels, “Variable bandwidth and local linear regression smoothers,” The Annals of Statistics, vol. 20, pp. 2008–2036, 1992. View at Google Scholar