The international performance of healthcare systems in population health: Capabilities of pooled cross-sectional time series methods
AbstractThis paper outlines the capabilities of pooled cross-sectional time series methodology for the international comparison of health system performance in population health. It shows how common model specifications can be improved so that they not only better address the specific nature of time series data on population health but are also more closely aligned with our theoretical expectations of the effect of healthcare systems. Three methodological innovations for this field of applied research are discussed: (1) how dynamic models help us understand the timing of effects, (2) how parameter heterogeneity can be used to compare performance across countries, and (3) how multiple imputation can be used to deal with incomplete data. We illustrate these methodological strategies with an analysis of infant mortality rates in 21 OECD countries between 1960 and 2008 using OECD Health Data.
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Bibliographic InfoArticle provided by Elsevier in its journal Health Policy.
Volume (Year): 112 (2013)
Issue (Month): 1 ()
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Web page: http://www.elsevier.com/locate/healthpol
Time series; Population health; Performance analysis; Error correction model; International comparison; Infant mortality;
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- Baltagi, Badi H. & Moscone, Francesco & Tosetti, Elisa, 2011.
"Medical Technology and the Production of Health Care,"
IZA Discussion Papers
5545, Institute for the Study of Labor (IZA).
- Badi Baltagi & Francesco Moscone & Elisa Tosetti, 2012. "Medical technology and the production of health care," Empirical Economics, Springer, vol. 42(2), pages 395-411, April.
- Badi H. Baltagi & Francesco Moscone & Elisa Tosetti, 2011. "Medical Technology And The Production Of Health Care," Center for Policy Research Working Papers 130, Center for Policy Research, Maxwell School, Syracuse University.
- Herbert Brücker & Boriss Siliverstovs, 2006.
"On the estimation and forecasting of international migration: how relevant is heterogeneity across countries?,"
Springer, vol. 31(3), pages 735-754, September.
- Brücker, Herbert & Siliverstovs, Boriss, 2005. "On the Estimation and Forecasting of International Migration: How Relevant Is Heterogeneity Across Countries?," IZA Discussion Papers 1710, Institute for the Study of Labor (IZA).
- John Nixon, 2000. "Convergence of health care spending and health outcomes in the EUropean Union, 1960-95," Working Papers 183chedp, Centre for Health Economics, University of York.
- Asiskovitch, Sharon, 2010. "Gender and health outcomes: The impact of healthcare systems and their financing on life expectancies of women and men," Social Science & Medicine, Elsevier, vol. 70(6), pages 886-895, March.
- Neil R. Ericsson & James G. MacKinnon, 2000.
"Distributions of Error Correction Tests for Cointegration,"
Econometric Society World Congress 2000 Contributed Papers
0561, Econometric Society.
- Neil R. Ericsson & James G. MacKinnon, 2002. "Distributions of error correction tests for cointegration," Econometrics Journal, Royal Economic Society, vol. 5(2), pages 285-318, 06.
- Neil R. Ericsson & James G. MacKinnon, 1999. "Distributions of error correction tests for cointegration," International Finance Discussion Papers 655, Board of Governors of the Federal Reserve System (U.S.).
- Gauld, Robin & Al-wahaibi, Suhaila & Chisholm, Johanna & Crabbe, Rebecca & Kwon, Boomi & Oh, Timothy & Palepu, Raja & Rawcliffe, Nic & Sohn, Stephen, 2011. "Scorecards for health system performance assessment: The New Zealand example," Health Policy, Elsevier, vol. 103(2), pages 200-208.
- John Nixon & Philippe Ulmann, 2006. "The relationship between health care expenditure and health outcomes," The European Journal of Health Economics, Springer, vol. 7(1), pages 7-18, March.
- Peter Zweifel & Lukas Steinmann & Patrick Eugster, 2005. "The Sisyphus Syndrome in Health Revisited," International Journal of Health Care Finance and Economics, Springer, vol. 5(2), pages 127-145, June.
- Donald Robertson & James Symons, 1991.
"Some Strange Properties of Panel Data Estimators,"
CEP Discussion Papers
dp0044, Centre for Economic Performance, LSE.
- Gerdtham, Ulf-G. & Jonsson, Bengt, 2000. "International comparisons of health expenditure: Theory, data and econometric analysis," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 1, pages 11-53 Elsevier.
- Pesaran, M. Hashem & Smith, Ron, 1995.
"Estimating long-run relationships from dynamic heterogeneous panels,"
Journal of Econometrics,
Elsevier, vol. 68(1), pages 79-113, July.
- Pesaran, M.H. & Smith, R., 1992. "Estimating Long-Run Relationships From Dynamic Heterogeneous Panels," Cambridge Working Papers in Economics 9215, Faculty of Economics, University of Cambridge.
- Fabrizio Iacone & Steve Martin & Luigi Siciliani & Peter C. Smith, 2012.
"Modelling the dynamics of a public health care system: evidence from time-series data,"
Taylor & Francis Journals, vol. 44(23), pages 2955-2968, August.
- Fabrizio Iacone & Steve Martin & Luigi Siciliani & Peter C Smith, 2007. "Modelling the Dynamics of a Public Health Care System: Evidence from Time-Series Data," Discussion Papers 07/23, Department of Economics, University of York.
- Fabrizio Iacone & Steve Martin & Luigi Siciliani & Peter C Smith, 2007. "Modelling the Dynamics of a Public Health Care System: Evidence from Time-Series Data," Working Papers 029cherp, Centre for Health Economics, University of York.
- Lorenzo Trapani & Giovanni Urga, 2006.
"Optimal forecasting with heterogeneous panels: a Monte Carlo study,"
0616, Department of Economics and Technology Management, University of Bergamo.
- Trapani, Lorenzo & Urga, Giovanni, 2009. "Optimal forecasting with heterogeneous panels: A Monte Carlo study," International Journal of Forecasting, Elsevier, vol. 25(3), pages 567-586, July.
- Or, Zeynep & Wang, Jia & Jamison, Dean, 2005. "International differences in the impact of doctors on health: a multilevel analysis of OECD countries," Journal of Health Economics, Elsevier, vol. 24(3), pages 531-560, May.
- James Honaker & Gary King & Matthew Blackwell, . "Amelia II: A Program for Missing Data," Journal of Statistical Software, American Statistical Association, vol. 45(i07).
- Retzlaff-Roberts, Donna & Chang, Cyril F. & Rubin, Rose M., 2004. "Technical efficiency in the use of health care resources: a comparison of OECD countries," Health Policy, Elsevier, vol. 69(1), pages 55-72, July.
- Baltagi, Badi H. & Bresson, Georges & Pirotte, Alain, 2002. "Comparison of forecast performance for homogeneous, heterogeneous and shrinkage estimators: Some empirical evidence from US electricity and natural-gas consumption," Economics Letters, Elsevier, vol. 76(3), pages 375-382, August.
- Baltagi, Badi H. & Griffin, James M., 1997. "Pooled estimators vs. their heterogeneous counterparts in the context of dynamic demand for gasoline," Journal of Econometrics, Elsevier, vol. 77(2), pages 303-327, April.
- Kim, Kwangkee & Moody, Philip M., 1992. "More resources better health? A cross-national perspective," Social Science & Medicine, Elsevier, vol. 34(8), pages 837-842, April.
- Martin, Stephen & Rice, Nigel & Smith, Peter C., 2008. "Does health care spending improve health outcomes? Evidence from English programme budgeting data," Journal of Health Economics, Elsevier, vol. 27(4), pages 826-842, July.
- Nolte, Ellen & McKee, Martin, 2011. "Variations in amenable mortality—Trends in 16 high-income nations," Health Policy, Elsevier, vol. 103(1), pages 47-52.
- Nord, Erik, 2002. "Measures of goal attainment and performance in the World Health Report 2000: A brief, critical consumer guide," Health Policy, Elsevier, vol. 59(3), pages 183-191, March.
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