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The effect of smoking on individual well-being: a propensity score matching analysis based on nationwide surveys in Japan

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  • Oshio, Takashi
  • Kobayashi, Miki
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    Abstract

    Background: It is widely known that smokers tend to feel less satisfied than non-smokers with their jobs and life more generally. However, it is not easy to establish a causal relationship between smoking and individual well-being, because of shared associations with socioeconomic or demographic factors. This issue was largely avoided in the present study, which used propensity score matching methods to investigate whether smoking affects the extent to which individuals are satisfied with their job and other aspects of their life. Methods: Using a large-scale Japanese dataset, we first estimated propensity scores for smoking as a function of numerous socioeconomic and demographic factors. We then matched smokers to non-smokers on the basis of these. We subsequently estimated the average treatment effect, considering smoking as a treatment and smokers as the treated group. We used different matching methods to ascertain the robustness of any effects. Results: We found that smoking made both males and females unhappy, and that it reduced both the extent to which they were satisfied with multiple aspects of their lives (including their job, non-working activities, household's financial conditions, family life, friendships, residential area, health and physical conditions) and their level of self-rated health. Some of these effects differed between males and females. Conclusions: Our propensity score matching analyses identified smoking as having direct adverse effects on individual well-being.

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    File URL: http://hermes-ir.lib.hit-u.ac.jp/rs/bitstream/10086/17554/1/pie_dp453.pdf
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    Bibliographic Info

    Paper provided by Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University in its series PIE/CIS Discussion Paper with number 453.

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    Length: 24 p.
    Date of creation: Aug 2009
    Date of revision:
    Handle: RePEc:hit:piecis:453

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    Related research

    Keywords: Smoking; Happiness; Job satisfaction; Self-rated Health; Propensity score matching;

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    References

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    1. Mathias Sinning & Silja Göhlmann & Thomas Bauer, 2006. "Gender Differences in Smoking Behavior," RWI Discussion Papers 0044, Rheinisch-Westfälisches Institut für Wirtschaftsforschung.
    2. Khwaja, Ahmed & Silverman, Dan & Sloan, Frank, 2007. "Time preference, time discounting, and smoking decisions," Journal of Health Economics, Elsevier, vol. 26(5), pages 927-949, September.
    3. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
    4. Harris, Jeffrey E. & González López-Valcárcel, Beatriz, 2008. "Asymmetric peer effects in the analysis of cigarette smoking among young people in the United States, 1992-1999," Journal of Health Economics, Elsevier, vol. 27(2), pages 249-264, March.
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