The mediating role of unhealthy behaviors and body mass index in the relationship between high job strain and self-rated

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ORIGINAL ARTICLE

The mediating role of unhealthy behaviors and body mass index in the relationship between high job strain and self‑rated poor health among lower educated workers S. H. van Oostrom1   · A. Nachat1 · B. Loef1 · K. I. Proper1 Received: 27 February 2020 / Accepted: 25 August 2020 © The Author(s) 2020

Abstract Objectives  The objective of this study is to examine the mediating role of unhealthy behaviors and body mass index (BMI) in the relationship between high job strain and self-rated poor health in workers with a low education. Methods  A total of 8369 low educated workers, who participated in the Lifelines cohort study during the period 2012–2017, were included. Self-reported job strain, health behaviors (smoking, physical activity, and fruit and vegetable consumption), and BMI were assessed at baseline, and self-rated health after 2 years. To assess mediation by the health behaviors and BMI, structural equation modeling with logistic and multinomial regression analyses were performed. Results  Workers with high job strain had a higher odds of poor health (OR 1.34; 95% CI 1.13–1.60) compared to those with low job strain. Workers with high job strain were more likely to have a lack of physical activity (OR 1.14; 95% CI 1.01–1.28), but were not more likely to smoke, to be overweight or obese, or to have a low fruit or vegetable consumption. Workers who smoke, have a lack of physical activity or are overweight or obese are more likely to report poor health (OR 1.37; 95% CI 1.16–1.60, OR 1.25; 95% CI 1.08–1.43, OR 1.37; 95% CI 1.16–1.61, OR 2.25; 95% CI 1.86–2.72). Indirect (mediating) effects of unhealthy behaviors and BMI in the relationship between high job strain and poor health were small and not statistically significant. Conclusions  No mediating effects of unhealthy behaviors or BMI were found in the relationship between high job strain and self-rated poor health among workers with a low educational level. Keywords  Job strain · Lifestyle · Body mass index · Self-rated health · Worker · Education

Introduction Socio-economic health inequalities are substantial, emphasized by poor health outcomes and more mortality for people with a low socio-economic position (SEP) compared to those with a high SEP (Gallo et al. 2012; Marmot 2005). Over the years, socio-economic inequalities in (self-rated) health persist and in some countries have even widened over time (Mackenbach 2012). Tackling of the health inequalities is a priority in many European countries. It is assumed that no single factor can explain health inequalities (Bambra et al. * S. H. van Oostrom [email protected] 1



Center for Nutrition, Prevention and Health Services, National Institute for Public Health and the Environment, P. O. Box 1, 3720 BA Bilthoven, The Netherlands

2010) and there is support that material factors, physical and psychosocial working conditions, and health behaviors all contribute to these inequalities (Moor et al. 2017). In their recent review, Dieker et al. systematically summarized the factors explai