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The effects of occupational hazards and health-related behavior on workers’ health: A multivariate probit approach

Author

Listed:
  • Zazdravnykh, Evgeniy

    (HSE University, Saint-Petersburg, Russian Federation)

  • Rodionova, Tatiana

    (First Moscow State Medical University (Sechenov University), Moscow, HSE University, Moscow, Russian Federation)

  • Taraskina, Elena

    (HSE University, Saint-Petersburg, Russian Federation)

  • Garipova, Farida

    (HSE University, Saint-Petersburg, Russian Federation)

Abstract

This paper attempts to assess the effect of work stress, physical occupational hazards, smoking, alcohol consumption, and low physical activity on the health of Russia's employed population. For this, a multivariate probit model is used, which makes it possible to reduce the effect of unobserved heterogeneity. The results demonstrate that univariate probit models may underestimate occupational factors and overestimate lifestyle determinants.

Suggested Citation

  • Zazdravnykh, Evgeniy & Rodionova, Tatiana & Taraskina, Elena & Garipova, Farida, 2023. "The effects of occupational hazards and health-related behavior on workers’ health: A multivariate probit approach," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 71, pages 76-98.
    • Handle: RePEc:ris:apltrx:0479
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    More about this item

    Keywords

    health; occupational safety; recursive multivariate probit; lifestyle.;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy

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