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Meta-Analysis

Job strain and tobacco smoking: an individual-participant data meta-analysis of 166,130 adults in 15 European studies

Katriina Heikkilä et al. PLoS One. 2012.

Abstract

Background: Tobacco smoking is a major contributor to the public health burden and healthcare costs worldwide, but the determinants of smoking behaviours are poorly understood. We conducted a large individual-participant meta-analysis to examine the extent to which work-related stress, operationalised as job strain, is associated with tobacco smoking in working adults.

Methodology and principal findings: We analysed cross-sectional data from 15 European studies comprising 166,130 participants. Longitudinal data from six studies were used. Job strain and smoking were self-reported. Smoking was harmonised into three categories never, ex- and current. We modelled the cross-sectional associations using logistic regression and the results pooled in random effects meta-analyses. Mixed effects logistic regression was used to examine longitudinal associations. Of the 166,130 participants, 17% reported job strain, 42% were never smokers, 33% ex-smokers and 25% current smokers. In the analyses of the cross-sectional data, current smokers had higher odds of job strain than never-smokers (age, sex and socioeconomic position-adjusted odds ratio: 1.11, 95% confidence interval: 1.03, 1.18). Current smokers with job strain smoked, on average, three cigarettes per week more than current smokers without job strain. In the analyses of longitudinal data (1 to 9 years of follow-up), there was no clear evidence for longitudinal associations between job strain and taking up or quitting smoking.

Conclusions: Our findings show that smokers are slightly more likely than non-smokers to report work-related stress. In addition, smokers who reported work stress smoked, on average, slightly more cigarettes than stress-free smokers.

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Conflict of interest statement

Competing Interests: The authors have declared that no competing interests exist.

Figures

Figure 1
Figure 1. Association of tobacco smoking and job strain (adjusted for age, sex and socioeconomic status) (N  = 166 130).

References

    1. Doll R. Tobacco: an overview of health effects. IARC Sci Publ. 1986. pp. 11–22. - PubMed
    1. Forey BA, Thornton AJ, Lee PN. Systematic review with meta-analysis of the epidemiological evidence relating smoking to COPD, chronic bronchitis and emphysema. BMC Pulm Med. 2011;11:36. - PMC - PubMed
    1. (IARC) Tobacco Smoke and Involuntary Smoking, IARC Monographs on the Evaluation of Carcinogenic Risks to Humans: IARC. 2004. - PMC - PubMed
    1. Vineis P, Alavanja M, Buffler P, Fontham E, Franceschi S, et al. Tobacco and cancer: recent epidemiological evidence. J Natl Cancer Inst. 2004;96:99–106. - PubMed
    1. Kouvonen A, Kivimaki M, Vaananen A, Heponiemi T, Elovainio M, et al. Job strain and adverse health behaviors: the Finnish Public Sector Study. J Occup Environ Med. 2007;49:68–74. - PubMed

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