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Gender Differences in Smoking Behavior

Author

Listed:
  • Thomas Bauer
  • Silja Göhlmann
  • Mathias Sinning

Abstract

This paper investigates gender differences in smoking behavior using data from the German Socio-economic Panel (SOEP). We develop a Blinder-Oaxaca decomposition method for count data models which allows to isolate the part of the gender differential in the number of cigarettes daily smoked that can be explained by differences in observable characteristics from the part attributable to differences in coefficients. Our results reveal that the major part of the gender smoking differential is attributable to differences in coefficients indicating substantial differences in the smoking behavior between men and women rather than differences in characteristics.

Suggested Citation

  • Thomas Bauer & Silja Göhlmann & Mathias Sinning, 2006. "Gender Differences in Smoking Behavior," Health, Econometrics and Data Group (HEDG) Working Papers 06/07, HEDG, c/o Department of Economics, University of York.
    • Handle: RePEc:yor:hectdg:06/07
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    References listed on IDEAS

    as
    1. Hersch, Joni, 2000. "Gender, Income Levels, and the Demand for Cigarettes," Journal of Risk and Uncertainty, Springer, vol. 21(2-3), pages 263-282, November.
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    7. Jonathan Gruber & Jonathan Zinman, 2000. "Youth Smoking in the U.S.: Evidence and Implications," NBER Working Papers 7780, National Bureau of Economic Research, Inc.
    8. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    9. Steven Yen, 2005. "Zero observations and gender differences in cigarette consumption," Applied Economics, Taylor & Francis Journals, vol. 37(16), pages 1839-1849.
    10. Waldron, Ingrid, 1991. "Patterns and causes of gender differences in smoking," Social Science & Medicine, Elsevier, vol. 32(9), pages 989-1005, January.
    11. John P. Haisken-DeNew, 2005. "SOEPMENU: A Menu-Driven Stata/SE Interface for Accessing the German Socio-Economic Panel," German Stata Users' Group Meetings 2005 04, Stata Users Group.
    12. Fairlie, Robert W., 2003. "An Extension of the Blinder-Oaxaca Decomposition Technique to Logit and Probit Models," Center Discussion Papers 28425, Yale University, Economic Growth Center.
    13. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
    14. Thomas Bauer & Mathias Sinning, 2010. "Blinder-Oaxaca decomposition for Tobit models," Applied Economics, Taylor & Francis Journals, vol. 42(12), pages 1569-1575.
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    More about this item

    Keywords

    Blinder-Oaxaca decomposition; count data models; SOEP; smoking; gender differences;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior

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