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On the causal effect of schooling on smoking: evidence without exogeneity conditions

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  • Stefan Boes

Abstract

The paper explores weak monotonicity and convexity assumptions in a model for the decision to smoke with endogenous schooling. Theories of productive and allocative efficiency as well as the influence of time preferences are accounted for in order to derive testable constraints that bound the effect of schooling on smoking. Data from the Swiss Health Survey indicate that the degree of endogeneity depends on the level of schooling, and that schooling effects are likely heterogeneous with a reduction of the propensity to smoke by at most 5.9 percentage points.

Suggested Citation

  • Stefan Boes, 2011. "On the causal effect of schooling on smoking: evidence without exogeneity conditions," Diskussionsschriften dp1102, Universitaet Bern, Departement Volkswirtschaft.
    • Handle: RePEc:ube:dpvwib:dp1102
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    More about this item

    Keywords

    Smoking; education; health behavior; nonparametric bounds;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C30 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - General

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