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Is Health Care a Luxury? New Evidence from OECD Data

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  • Anindya Sen

Abstract

Most research using cross-country data find income elasticities equal to or exceeding unity with respect to health expenditure. These conclusions might be confounded due to omitted variables bias and the presence of unobserved country and year specific determinants of per capita health expenditures. I obtain results supporting these hypotheses using recent (1990–98) data from fifteen OECD countries. Specifically, OLS coefficient estimates drop by more than 50% with the use of two-way fixed effects models and the inclusion of various demand and supply based determinants of per capita health expenditures, implying income elasticities of between 0.21 and 0.51. Weighted Least Squares (WLS), Generalized Least Squares (GLS) and Instrumental Variables (IV) estimation yield similar results. Copyright Springer Science + Business Media, Inc. 2005

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  • Anindya Sen, 2005. "Is Health Care a Luxury? New Evidence from OECD Data," International Journal of Health Economics and Management, Springer, vol. 5(2), pages 147-164, June.
    • Handle: RePEc:kap:ijhcfe:v:5:y:2005:i:2:p:147-164
    DOI: 10.1007/s10754-005-1866-4
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    1. Christopher J. Ruhm, 2000. "Are Recessions Good for Your Health?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 617-650.
    2. 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, November.
    3. 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.
    4. Peter Zweifel & Stefan Felder & Markus Meiers, 1999. "Ageing of population and health care expenditure: a red herring?," Health Economics, John Wiley & Sons, Ltd., vol. 8(6), pages 485-496, September.
    5. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    6. Helmut Herwartz & Bernd Theilen, 2003. "The determinants of health care expenditure: testing pooling restrictions in small samples," Health Economics, John Wiley & Sons, Ltd., vol. 12(2), pages 113-124, February.
    7. 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.
    8. Miguel Gouveia, 1996. "The public sector and health care," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 3(3), pages 329-349, July.
    9. Ettner, Susan L., 1996. "New evidence on the relationship between income and health," Journal of Health Economics, Elsevier, vol. 15(1), pages 67-85, February.
    10. 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.
    11. 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.
    12. Gerdtham, Ulf-G. & Jonsson, Bengt, 1994. "Health care expenditure in the Nordic countries," Health Policy, Elsevier, vol. 26(3), pages 207-220, January.
    13. Peter Kennedy, 2003. "A Guide to Econometrics, 5th Edition," MIT Press Books, The MIT Press, edition 5, volume 1, number 026261183x, December.
    14. Howard Oxley & Maitland MacFarlan, 1994. "Health Care Reform Controlling Spending and Increasing Efficiency," OECD Economics Department Working Papers 149, OECD Publishing.
    15. Hansen, Paul & King, Alan, 1996. "The determinants of health care expenditure: A cointegration approach," Journal of Health Economics, Elsevier, vol. 15(1), pages 127-137, February.
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