Biases in Estimates of the Smoking Wage Penalty
AbstractEmpirical studies on the earnings effects of tobacco use have found significant wage penalties attached to smoking. We produce evidence that suggests that these estimates are significantly upward biased. The bias arises from a general failure in the literature to control for the past smoking behavior of individuals. 2SLS earnings estimates show that the smoking wage penalty is reduced by as much as a third, if past smoking of individuals is controlled for. Our results also point to significant wage gains for individuals that quit smoking, a finding that is of substantial interest, given the lack of evidence on the earnings effects of smoking cessation.
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Bibliographic InfoPaper provided by Sonderforschungsbereich 649, Humboldt University, Berlin, Germany in its series SFB 649 Discussion Papers with number SFB649DP2006-089.
Length: 15 pages
Date of creation: Dec 2006
Date of revision:
Smoking; Wages; Earnings Regressions;
Other versions of this item:
- J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
- I19 - Health, Education, and Welfare - - Health - - - Other
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
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- Andrew Sharpe & Alexander Murray, 2011. "State of the Evidence on Health as a Determinant of Productivity," CSLS Research Reports 2011-04, Centre for the Study of Living Standards.
- Nils Braakmann, 2008. "The smoking wage penality in the United Kingdom: Regression and matching evidence from the British Household Survey Panel," Working Paper Series in Economics 96, University of Lüneburg, Institute of Economics.
- Ermakov, Stepan, 2012. "The impact of smoking intensity on wages in Russia," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 25(1), pages 70-94.
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