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Biases in Estimates of the Smoking Wage Penalty

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Author Info
Silke Anger
Michael Kvasnicka

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Abstract

Empirical 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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File URL: http://www.diw.de/documents/publikationen/73/diw_01.c.55665.de/dp654.pdf
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Publisher Info
Paper provided by DIW Berlin, German Institute for Economic Research in its series Discussion Papers of DIW Berlin with number 654.

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Length: 11 p.
Date of creation: 2006
Date of revision:
Handle: RePEc:diw:diwwpp:dp654

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Related research
Keywords: Smoking; wages; earnings regressions;

Other versions of this item:

Find related papers by JEL classification:
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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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2002. "Instrumental variables and GMM: Estimation and testing," Boston College Working Papers in Economics 545, Boston College Department of Economics, revised 14 Feb 2003. [Downloadable!]
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  2. Heineck, Guido & Schwarze, Johannes, 2003. "Substance Use and Earnings: The Case of Smokers in Germany," IZA Discussion Papers 743, Institute for the Study of Labor (IZA). [Downloadable!]
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  1. repec:ese:iserwp: is not listed on IDEAS
  2. 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. [Downloadable!]
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