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More Bad News for Smokers? The Effects of Cigarette Smoking on Labor Market Outcomes

Author

Listed:
  • Phillip B. Levine
  • Tara A. Gustafson
  • Ann D. Velenchik

Abstract

This paper uses data from the National Longitudinal Survey of Youth to examine the effect of smoking on wages and employment. The panel nature and household structure of these data enable us to implement methods to account for differences in observed and unobserved individual characteristics that may be correlated with both smoking and wages. Changes in wages associated with changes in smoking behavior and models that utilize sibling comparisons are estimated to address the potential heterogeneity problem. Estimates from alternative specifications all indicate that smoking reduces wages by roughly 4-8%. No robust, statistically significant effect on employment is observed.

Suggested Citation

  • Phillip B. Levine & Tara A. Gustafson & Ann D. Velenchik, 1995. "More Bad News for Smokers? The Effects of Cigarette Smoking on Labor Market Outcomes," NBER Working Papers 5270, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:5270
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    References listed on IDEAS

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    1. Mullahy, John & Sindelar, Jody, 1996. "Employment, unemployment, and problem drinking," Journal of Health Economics, Elsevier, vol. 15(4), pages 409-434, August.
    2. Charles A. Register & Donald R. Williams, 1992. "Labor Market Effects of Marijuana and Cocaine Use among Young Men," ILR Review, Cornell University, ILR School, vol. 45(3), pages 435-448, April.
    3. Jonathan Gruber & Jeffrey D. Kubik, 1994. "Disability Insurance Rejection Rates and the Labor Supply of Older Workers," NBER Working Papers 4941, National Bureau of Economic Research, Inc.
    4. Mullahy, John & Sindelar, Jody L, 1993. "Alcoholism, Work, and Income," Journal of Labor Economics, University of Chicago Press, vol. 11(3), pages 494-520, July.
    5. Kaestner, Robert, 1991. "The Effect of Illicit Drug Use on the Wages of Young Adults," Journal of Labor Economics, University of Chicago Press, vol. 9(4), pages 381-412, October.
    6. Orley Ashenfelter & David J. Zimmerman, 1997. "Estimates Of The Returns To Schooling From Sibling Data: Fathers, Sons, And Brothers," The Review of Economics and Statistics, MIT Press, vol. 79(1), pages 1-9, February.
    7. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    8. Willis, Robert J., 1987. "Wage determinants: A survey and reinterpretation of human capital earnings functions," Handbook of Labor Economics, in: O. Ashenfelter & R. Layard (ed.), Handbook of Labor Economics, edition 1, volume 1, chapter 10, pages 525-602, Elsevier.
    9. Susan Averett & Sanders Korenman, 1996. "The Economic Reality of the Beauty Myth," Journal of Human Resources, University of Wisconsin Press, vol. 31(2), pages 304-330.
    10. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    11. repec:eee:labchp:v:1:y:1986:i:c:p:525-602 is not listed on IDEAS
    12. Andrew M. Gill & Robert J. Michaels, 1992. "Does Drug Use Lower Wages?," ILR Review, Cornell University, ILR School, vol. 45(3), pages 419-434, April.
    13. Orley Ashenfelter & David Zimmerman, 1993. "Estimates of the Return to Schooling From Sibling Data: Fathers, Sons and Brothers," Working Papers 697, Princeton University, Department of Economics, Industrial Relations Section..
    14. Hamermesh, Daniel S & Biddle, Jeff E, 1994. "Beauty and the Labor Market," American Economic Review, American Economic Association, vol. 84(5), pages 1174-1194, December.
    15. Blackburn, McKinley L & Neumark, David, 1993. "Omitted-Ability Bias and the Increase in the Return to Schooling," Journal of Labor Economics, University of Chicago Press, vol. 11(3), pages 521-544, July.
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