Strategic interaction and the determinants of public health expenditures in China: a spatial panel perspective
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
Volume (Year): 50 (2013)
Issue (Month): 1 (February)
|Contact details of provider:|| Web page: http://www.springer.com|
|Order Information:||Web: http://link.springer.com/journal/168|
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- David Roodman, 2006.
"How to Do xtabond2: An Introduction to "Difference" and "System" GMM in Stata,"
103, Center for Global Development.
- 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.
- 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.
- Manski, C.F., 1991. "Identification of Endogenous Social Effects: the Reflection Problem," Working papers 9127, Wisconsin Madison - Social Systems.
- 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.
- Bivand, Roger & Szymanski, Stefan, 1997. "Spatial dependence through local yardstick competition:: theory and testing," Economics Letters, Elsevier, vol. 55(2), pages 257-265, August.
- 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.
- Harry H. Kelejian & Ingmar R. Prucha, 1997. "A Generalized Spatial Two Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," Electronic Working Papers 97-002, University of Maryland, Department of Economics, revised Aug 1997.
- 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.
- M Arellano & O Bover, 1990. "Another Look at the Instrumental Variable Estimation of Error-Components Models," CEP Discussion Papers dp0007, Centre for Economic Performance, LSE.
- 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.
- 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.
- Tom Doan, . "RATS program to replicate Arellano-Bond 1991 dynamic panel," Statistical Software Components RTZ00169, Boston College Department of Economics.
- Baltagi, Badi H. & Moscone, Francesco, 2010.
"Health Care Expenditure and Income in the OECD Reconsidered: Evidence from Panel Data,"
IZA Discussion Papers
4851, Institute for the Study of Labor (IZA).
- 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.
- Badi H. Baltagi & Francesco Moscone, 2009. "Health Care Expenditure and Income in the OECD Reconsidered: Evidence from Panel Data," Discussion Papers in Economics 09/5, Department of Economics, University of Leicester.
- Badi H. Baltagi & Francesco Moscone, 2010. "Health Care Expenditure and Income in the OECD Reconsidered: Evidence from Panel Data," Center for Policy Research Working Papers 120, Center for Policy Research, Maxwell School, Syracuse University.
- Irani Arraiz & David M. Drukker & Harry H. Kelejian & Ingmar R. Prucha, 2008.
"A Spatial Cliff-Ord-type Model with Heteroskedastic Innovations: Small and Large Sample Results,"
CESifo Working Paper Series
2485, CESifo Group Munich.
- 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.
- Case, Anne, 1992. "Neighborhood influence and technological change," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 491-508, September.
- 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.
- SALMON, Pierre, 1987.
"Decentralization as an incentive scheme,"
Institut des Mathématiques Economiques – Document de travail de l’I.M.E. (1974-1993)
98, Institut des Mathématiques Economiques. LATEC, Laboratoire d'Analyse et des Techniques EConomiques, CNRS, Université de Bourgogne.
- 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.
- 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.
- Harry H. Kelejian & Ingmar R. Prucha, 2008.
"Specification and Estimation of Spatial Autoregressive Models with Autoregressive and Heteroskedastic Disturbances,"
CESifo Working Paper Series
2448, CESifo Group Munich.
- 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.
- 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.
- 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 269-86.
- Jason P. Brown & Raymond J.G.M. Florax & Kevin T. McNamara, 2009. "Determinants Of Investme??T Flows In U.S. Manufacturing," Working Papers 09-10, Purdue University, College of Agriculture, Department of Agricultural Economics.
- Richard Blundell & Steve Bond, 1995.
"Initial conditions and moment restrictions in dynamic panel data models,"
IFS Working Papers
W95/17, Institute for Fiscal Studies.
- 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.
- Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
- R Blundell & Steven Bond, . "Initial conditions and moment restrictions in dynamic panel data model," Economics Papers W14&104., Economics Group, Nuffield College, University of Oxford.
- Joan Costa Font & Jordi Pons Novell, 2005.
"Public Health Expenditure and Spatial Interactions in a Decentralized National Health System,"
Working Papers in Economics
139, Universitat de Barcelona. Espai de Recerca en Economia.
- 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.
- 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.
- 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.
- Wilson, John Douglas, 1999. "Theories of Tax Competition," National Tax Journal, National Tax Association, vol. 52(n. 2), pages 269-304, June.
- Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-26, November.
- 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.
- Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-54, July.
- 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.
- 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.
- 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.
- David Cantarero, 2005. "Decentralization and health care expenditure: the Spanish case," Applied Economics Letters, Taylor & Francis Journals, vol. 12(15), pages 963-966.
- 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.
- 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.
- Rubén Hernández-Murillo, 2003. "Strategic interaction in tax policies among states," Review, Federal Reserve Bank of St. Louis, issue May, pages 47-56.
- Federico Revelli, 2004.
"Performance Rating and Yardstick Competition in Social Service Provision,"
CESifo Working Paper Series
1270, CESifo Group Munich.
- Revelli, Federico, 2006. "Performance rating and yardstick competition in social service provision," Journal of Public Economics, Elsevier, vol. 90(3), pages 459-475, February.
- 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.
- 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 466-74, August.
- Baicker, Katherine, 2005. "The spillover effects of state spending," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 529-544, February.
- 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.
- 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.
- 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.
When requesting a correction, please mention this item's handle: RePEc:spr:anresc:v:50:y:2013:i:1:p:203-221. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Sonal Shukla)or (Rebekah McClure)
If references are entirely missing, you can add them using this form.