Estimating The Causal Effect of Income on Health: Evidence from Post Reunification East Germany
In this paper we investigate if there was a causal effect of changes in current and 'permanent' income on the health of East Germans in the years following reunification. Reunification was completely unanticipated and therefore can be seen as a providing some exogenous variation, which resulted in a substantial increase in average household incomes for East Germans. Our data source is the German Socio-Economic Panel (GSOEP) between 1991 and 1999, and we fit both random and fixed-effects estimators to our ordinal health measures. Whilst the exogeneity of reunification allows us to establish the causality between income and health, the fixed-effects methodology additionally enables us to control for individual unobservable heterogeneity such as parental background and general attitudes to health. We also provide new evidence on how major life-events impact on health, and we pay close attention to the issue of panel attrition, given that there might be endogenous exits from the panel if the unhealthy are more likely to drop out of the sample. Using cross-sectional variations in income and health we find evidence of a significant positive effect of current income on health. However, after controlling for heterogeneity and using a new decomposition of the fixed-effects estimates, we find no evidence that increased income leads to improved health. This is the case with respect to current income and a measure of 'permanent' income and two alternative definitions of health. We also find no evidence of an effect of regional income on health.
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- Marcel Kerkhofs & Maarten Lindeboom, 2000.
"Health and Work of the Elderly: Subjective Health Measures, Reporting Errors and the Endogenous Relationship Between Health and Work,"
Econometric Society World Congress 2000 Contributed Papers
0653, Econometric Society.
- Lindeboom, Maarten & Kerkhofs, Marcel, 2002. "Health and Work of the Elderly: Subjective Health Measures, Reporting Errors and the Endogenous Relationship between Health and Work," IZA Discussion Papers 457, Institute for the Study of Labor (IZA).
- Shields, Michael & Paul Frijters & John P Haisken-DeNew, 2003.
"The Value of Reunification in Germany: An Analysis of Changes in Life Satisfaction,"
Royal Economic Society Annual Conference 2003
186, Royal Economic Society.
- Frijters, Paul & Haisken-DeNew, John P. & Shields, Michael A., 2002. "The Value of Reunification in Germany: An Analysis of Changes in Life Satisfaction," IZA Discussion Papers 419, Institute for the Study of Labor (IZA).
- Paul Frijters & John P. Haisken-DeNew & Michale A. Shields, 2001. "The Value of Reunification in Germany: An Analysis of Changes in Life Satisfaction," Department of Economics - Working Papers Series 828, The University of Melbourne.
- Paul Frijters & Michael A. Shields & John P. Haisken-DeNew, 2004. "The value of reunification in Germany; An analysis of changes in life satisfaction?," Paul Frijters Discussion Papers 2004-6, School of Economics and Finance, Queensland University of Technology.
- Christopher J. Ruhm, 2000.
"Are Recessions Good for Your Health?,"
The Quarterly Journal of Economics,
Oxford University Press, vol. 115(2), pages 617-650.
- Lindahl, Mikael, 2002.
"Estimating the Effect of Income on Health and Mortality Using Lottery Prizes as Exogenous of Variation in Income,"
IZA Discussion Papers
442, Institute for the Study of Labor (IZA).
- Mikael Lindahl, 2005. "Estimating the Effect of Income on Health and Mortality Using Lottery Prizes as an Exogenous Source of Variation in Income," Journal of Human Resources, University of Wisconsin Press, vol. 40(1).
- Andrew E. Clark, 2003.
"Unemployment as a Social Norm: Psychological Evidence from Panel Data,"
Journal of Labor Economics,
University of Chicago Press, vol. 21(2), pages 289-322, April.
- Andrew Clark, 2001. "Unemployment As A Social Norm: Psychological Evidence from Panel Data," DELTA Working Papers 2001-17, DELTA (Ecole normale supérieure).
- Bird, Edward J. & Frick, Joachim R. & Wagner, Gert G., 1998. "The Income of Socialist Upper Classes during the Transition to Capitalism: Evidence from Longitudinal East German Data," Journal of Comparative Economics, Elsevier, vol. 26(2), pages 211-225, June.
- Paul Contoyannis & Martin Forster, 1999. "'Our healthier nation'?," Health Economics, John Wiley & Sons, Ltd., vol. 8(4), pages 289-296.
- Guillaume R. Frechette, 2001. "Random-effects ordered probit," Stata Technical Bulletin, StataCorp LP, vol. 10(59).
- repec:pri:rpdevs:case_money_protect_nber is not listed on IDEAS
- repec:pri:cheawb:case_paxson_economic_status_paper is not listed on IDEAS
- Deaton, Angus S & Paxson, Christina H, 1998.
"Aging and Inequality in Income and Health,"
American Economic Review,
American Economic Association, vol. 88(2), pages 248-253, May.
- Anne Case & Darren Lubotsky & Christina Paxson, 2002.
"Economic Status and Health in Childhood: The Origins of the Gradient,"
American Economic Review,
American Economic Association, vol. 92(5), pages 1308-1334, December.
- Anne Case & Darren Lubotsky & Christina Paxson, 2001. "Economic Status and Health in Childhood: The Origins of the Gradient," NBER Working Papers 8344, National Bureau of Economic Research, Inc.
- Anne Case & Darren Lubotsky & Christina Paxson, 2002. "Economic status and health in childhood: the origins of the gradient," Working Papers 262, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
- Moon-Kee Kong & Hoe-Kyung Lee, 2001. "Income-related inequalities in health: some evidence from Korean panel data," Applied Economics Letters, Taylor & Francis Journals, vol. 8(4), pages 239-242.
- 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.
- James P. Smith, 1999. "Healthy Bodies and Thick Wallets: The Dual Relation between Health and Economic Status," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 145-166, Spring.
- J.D. Angrist & Guido W. Imbens & D.B. Rubin, 1993. "Identification of Causal Effects Using Instrumental Variables," NBER Technical Working Papers 0136, National Bureau of Economic Research, Inc.
- Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-764, May.
- Guillaume R. Frechette, 2001. "Update to random-effects ordered probit," Stata Technical Bulletin, StataCorp LP, vol. 10(61).
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