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Strategic interaction and the determinants of public health expenditures in China: a spatial panel perspective

Listed author(s):
  • Yihua Yu
  • Li Zhang
  • Fanghua Li
  • Xinye Zheng

    ()

This paper examines determinants of expenditures on public health in China using a panel of 31 Chinese provinces covering the period 1997–2008. In particular, we propose a spatial Durbin panel model with spatial and time-period fixed effects to test whether China’s provinces incorporate the neighbor’s health spending behavior into their own decision making. We mainly find that a provincial government appears to decrease its own health spending as a response to the rise of health spending of its neighboring provinces, supportive of the expenditure externality hypothesis. Important policy implications are drawn. Copyright Springer-Verlag 2013

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File URL: http://hdl.handle.net/10.1007/s00168-011-0488-7
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Article provided by Springer & Western Regional Science Association in its journal The Annals of Regional Science.

Volume (Year): 50 (2013)
Issue (Month): 1 (February)
Pages: 203-221

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Handle: RePEc:spr:anresc:v:50:y:2013:i:1:p:203-221
DOI: 10.1007/s00168-011-0488-7
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  1. David Cantarero, 2005. "Decentralization and health care expenditure: the Spanish case," Applied Economics Letters, Taylor & Francis Journals, vol. 12(15), pages 963-966.
  2. Rubén Hernández-Murillo, 2003. "Strategic interaction in tax policies among states," Review, Federal Reserve Bank of St. Louis, issue May, pages 47-56.
  3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
  4. Revelli, Federico, 2006. "Performance rating and yardstick competition in social service provision," Journal of Public Economics, Elsevier, vol. 90(3), pages 459-475, February.
  5. J. Paul Elhorst & Sandy Fréret, 2009. "Evidence Of Political Yardstick Competition In France Using A Two-Regime Spatial Durbin Model With Fixed Effects," Journal of Regional Science, Wiley Blackwell, vol. 49(5), pages 931-951.
  6. Dubin, Robin A, 1988. "Estimation of Regression Coefficients in the Presence of Spatially Autocorrelated Error Terms," The Review of Economics and Statistics, MIT Press, vol. 70(3), pages 466-474, August.
  7. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
  8. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
  9. Sole Olle, Albert, 2003. "Electoral accountability and tax mimicking: the effects of electoral margins, coalition government, and ideology," European Journal of Political Economy, Elsevier, vol. 19(4), pages 685-713, November.
  10. Pierre-Yves Crémieux & Marie-Claude Meilleur & Pierre Ouellette & Patrick Petit & Martin Zelder & Ken Potvin, 2005. "Public and private pharmaceutical spending as determinants of health outcomes in Canada," Health Economics, John Wiley & Sons, Ltd., vol. 14(2), pages 107-116.
  11. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
  12. Kelejian, Harry H. & Prucha, Ingmar R., 2010. "Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances," Journal of Econometrics, Elsevier, vol. 157(1), pages 53-67, July.
  13. David Prieto & Santiago Lago-Peñas, 2012. "Decomposing the determinants of health care expenditure: the case of Spain," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(1), pages 19-27, February.
  14. 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.
  15. Irani Arraiz & David M. Drukker & Harry H. Kelejian & Ingmar R. Prucha, 2010. "A Spatial Cliff-Ord-Type Model With Heteroskedastic Innovations: Small And Large Sample Results," Journal of Regional Science, Wiley Blackwell, vol. 50(2), pages 592-614.
  16. Verbelen, Bart, 2006. "Is Taking a Pill a Day Good for Health Expenditures? Evidence from a Cross Section Time Series Analysis of 19 OECD Countries from 1970 – 2000," IRISS Working Paper Series 2006-01, IRISS at CEPS/INSTEAD.
  17. 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.
  18. Moscone, Francesco & Knapp, Martin & Tosetti, Elisa, 2007. "Mental health expenditure in England: A spatial panel approach," Journal of Health Economics, Elsevier, vol. 26(4), pages 842-864, July.
  19. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
  20. Okunade, Albert A. & Murthy, Vasudeva N. R., 2002. "Technology as a 'major driver' of health care costs: a cointegration analysis of the Newhouse conjecture," Journal of Health Economics, Elsevier, vol. 21(1), pages 147-159, January.
  21. Joan Costa-Font & Jordi Pons-Novell, 2007. "Public health expenditure and spatial interactions in a decentralized national health system," Health Economics, John Wiley & Sons, Ltd., vol. 16(3), pages 291-306.
  22. 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.
  23. Wilson, John Douglas, 1999. "Theories of Tax Competition," National Tax Journal, National Tax Association, vol. 52(2), pages 269-304, June.
  24. Thomas Garrett & Gary Wagner & David Wheelock, 2007. "Regional disparities in the spatial correlation of state income growth, 1977–2002," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 41(3), pages 601-618, September.
  25. Salmon, Pierre, 1987. "Decentralisation as an Incentive Scheme," Oxford Review of Economic Policy, Oxford University Press, vol. 3(2), pages 24-43, Summer.
  26. Case, Anne, 1992. "Neighborhood influence and technological change," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 491-508, September.
  27. Amy Finkelstein, 2007. "The Aggregate Effects of Health Insurance: Evidence from the Introduction of Medicare," The Quarterly Journal of Economics, Oxford University Press, vol. 122(1), pages 1-37.
  28. Baicker, Katherine, 2005. "The spillover effects of state spending," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 529-544, February.
  29. Federico Revelli, 2005. "On Spatial Public Finance Empirics," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 12(4), pages 475-492, August.
  30. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," Review of Economic Studies, Oxford University Press, vol. 60(3), pages 531-542.
  31. Charles I. Jones, 2002. "Why Have Health Expenditures as a Share fo GDP Risen So Much?," NBER Working Papers 9325, National Bureau of Economic Research, Inc.
  32. Gerdtham, Ulf-G. & Sogaard, Jes & Andersson, Fredrik & Jonsson, Bengt, 1992. "An econometric analysis of health care expenditure: A cross-section study of the OECD countries," Journal of Health Economics, Elsevier, vol. 11(1), pages 63-84, May.
  33. 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.
  34. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
  35. Bordignon, Massimo & Cerniglia, Floriana & Revelli, Federico, 2003. "In search of yardstick competition: a spatial analysis of Italian municipality property tax setting," Journal of Urban Economics, Elsevier, vol. 54(2), pages 199-217, September.
  36. Brown, Jason P. & Florax, Raymond J. G. M. & McNamara, Kevin T., 2009. "Determinants of Investment Flows in U.S. Manufacturing?," The Review of Regional Studies, Southern Regional Science Association, vol. 39(3), pages 269-286.
  37. Di Matteo, Livio & Di Matteo, Rosanna, 1998. "Evidence on the determinants of Canadian provincial government health expenditures: 1965-1991," Journal of Health Economics, Elsevier, vol. 17(2), pages 211-228, April.
  38. Bivand, Roger & Szymanski, Stefan, 1997. "Spatial dependence through local yardstick competition:: theory and testing," Economics Letters, Elsevier, vol. 55(2), pages 257-265, August.
  39. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
  40. Wilson, John Douglas, 1999. "Theories of Tax Competition," National Tax Journal, National Tax Association, vol. 52(n. 2), pages 269-304, June.
  41. Lee, Lung-fei & Yu, Jihai, 2010. "Some recent developments in spatial panel data models," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 255-271, September.
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