Spurious correlation in estimation of the health production function: A note
AbstractIn this paper, we address the issue of spurious correlation in the production of health in a systematic way. Spurious correlation entails the risk of linking health status to medical (and nonmedical) inputs when no links exist. This note first presents the bounds testing procedure as a method to detect and avoid spurious correlation. It then applies it to a recent contribution by Lichtenberg (2004), which relates longevity in the United States to pharmaceutical innovation and public health care expenditure. The results of the bounds testing procedure show longevity to be linearly related to these two factors. Therefore, the estimates reported by Lichtenberg (2004) cannot be said to be result of spurious correlation, to the contrary, they very likely reflect an effective relationship, at least for the United States.
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Bibliographic InfoPaper provided by KOF Swiss Economic Institute, ETH Zurich in its series KOF Working papers with number 09-227.
Length: 15 pages
Date of creation: May 2009
Date of revision:
Health; Life expectancy; Innovation; Pharmaceuticals; Health care expenditure; Cointegration;
Other versions of this item:
- Sule Akkoyunlu & Frank R. Lichtenberg & Boriss Siliverstovs & Peter Zweifel, 2010. "Spurious correlation in estimation of the health production function: A note," Economics Bulletin, AccessEcon, vol. 30(3), pages 2505-2514.
- Sule Akkoyunlu & Frank R. Lichtenberg & Boriss Siliverstovs & Peter Zweifel, 2009. "Spurious correlation in estimation of the health production function: A note," SOI - Working Papers 0903, Socioeconomic Institute - University of Zurich.
- H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
- I12 - Health, Education, and Welfare - - Health - - - Health Production
- J18 - Labor and Demographic Economics - - Demographic Economics - - - Public Policy
- C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models &bull Diffusion Processes
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
- O33 - Economic Development, Technological Change, and Growth - - Technological Change; Research and Development; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
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- 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.
- Zeynep Or, 2001. "Exploring the Effects of Health Care on Mortality Across OECD Countries," OECD Labour Market and Social Policy Occasional Papers 46, OECD Publishing.
- Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501, September.
- 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.
- Pierre-Yves Crémieux & Pierre Ouellette & Caroline Pilon, 1999. "Health care spending as determinants of health outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 8(7), pages 627-639.
- Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
- M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
- Blomqvist, A. G. & Carter, R. A. L., 1997.
"Is health care really a luxury?,"
Journal of Health Economics,
Elsevier, vol. 16(2), pages 207-229, April.
- Frank R. Lichtenberg, 1996. "The Effect of Pharmaceutical Utilization and Innovation on Hospitalization and Mortality," NBER Working Papers 5418, National Bureau of Economic Research, Inc.
- Carrion-i-Silvestre, Josep Lluis, 2005. "Health care expenditure and GDP: Are they broken stationary?," Journal of Health Economics, Elsevier, vol. 24(5), pages 839-854, September.
- Maurus Rischatsch, 2009. "Simulating WTP Values from Random-Coefficient Models," SOI - Working Papers 0912, Socioeconomic Institute - University of Zurich.
- 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.
- 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.
- 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).
- Ilja Neustadt & Peter Zweifel, 2009. "Economic Well-Being, Social Mobility, and Preferences for Income Redistribution: Evidence from a Discrete Choice Experiment," SOI - Working Papers 0909, Socioeconomic Institute - University of Zurich, revised Jan 2010.
- Andreas Polk & Armin Schmutzler & Adrian Muller, 2010.
"Lobbying and the Power of Multinational Firms,"
SOI - Working Papers
1008, Socioeconomic Institute - University of Zurich.
- Polk, Andreas & Schmutzler, Armin & Müller, Adrian, 2013. "Lobbying and the Power of Multinational Firms," Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79875, Verein für Socialpolitik / German Economic Association.
- Michele Sennhauser, 2009. "Why the Linear Utility Function is a Risky Choice in Discrete-Choice Experiments," SOI - Working Papers 1014, Socioeconomic Institute - University of Zurich.
- Maurus Rischatsch & Maria Trottmann, 2009. "Physician dispensing and the choice between generic and brand-name drugs – Do margins affect choice?," SOI - Working Papers 0911, Socioeconomic Institute - University of Zurich.
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