The relationship between job stress and body mass index using longitudinal data from Canada

What factors drive gender differences in the body mass index? Evidence from Turkish adults

In recent years, studies show that obesity has become an important health condition, especially among adults. The first aim of this study is to examine socio-demographic and behavioural factors on body mass index distribution of male and female adults over 20 years old in Turkey. The second aim is to determine the body mass index disparity by gender and the socio-demographic and behavioural factors that might wider or narrow it. This study adopts unconditional quantile regression and decomposition methods, and the data set covers the Turkish Health Surveys for 2014, 2016, and 2019. The findings document that high level of body mass index are associated with being married, aging, and physical inactivity. Interestingly, employment status has different contributions on the body mass index of males and females. The results also claim a body mass index gap among males and females as a result of differences in some potential socio-demographic and behavioural factors, and the gap gets higher at the upper and lower quantiles of BMI distribution. This study may provide a clear understanding for policymakers on how to design efficacious obesity policies considering the differences in the effect of socio-demographic and behavioural factors on the distribution of body mass index across females and males. The results suggest that the Ministry of Health should specifically target different groups for males and females and should reduce the differences in socio-demographic and behavioural determinants between females and males to prevent and reduce obesity prevalence in Turkey.

Using Gamma and Quantile Regressions to Explore the Association between Job Strain and Adiposity in the ELSA-Brasil Study: Does Gender Matter?

This paper explores the association between job strain and adiposity, using two statistical analysis approaches and considering the role of gender. The research evaluated 11,960 active baseline participants (2008-2010) in the ELSA-Brasil study. Job strain was evaluated through a demand-control questionnaire, while body mass index (BMI) and waist circumference (WC) were evaluated in continuous form. The associations were estimated using gamma regression models with an identity link function. Quantile regression models were also estimated from the final set of co-variables established by gamma regression. The relationship that was found varied by analytical approach and gender. Among the women, no association was observed between job strain and adiposity in the fitted gamma models. In the quantile models, a pattern of increasing effects of high strain was observed at higher BMI and WC distribution quantiles. Among the men, high strain was associated with adiposity in the gamma regression models. However, when quantile regression was used, that association was found not to be homogeneous across outcome distributions. In addition, in the quantile models an association was observed between active jobs and BMI. Our results point to an association between job strain and adiposity, which follows a heterogeneous pattern. Modelling strategies can produce different results and should, accordingly, be used to complement one another.

Body mass index and psychosocial job quality: An analysis of working Australians from the Household, Income and Labour Dynamics in Australia survey

The study investigated the association between psychosocial job quality and body mass index (BMI) by sex. Regression models examining potential differences in the job stressor-BMI relationship between men and women were conducted using longitudinal data from working Australians and a psychosocial job stressor index. There was strong evidence of an association between psychosocial job stressors and BMI for females but not males. Compared with no psychosocial job stressors, 1 adversity was associated with 0.13 kg/m2 (95% CI: -0.42-0.67); 2 adversities were associated with 0.53 kg/m2 (-0.00-1.07); and 3 or more adversities were associated with 0.87 kg/m2 (0.30-1.45) increase in mean BMI for females. Females were found to have on average 0.32 kg/m2 (0.16-0.49) increase in BMI per increase in psychosocial job stressor. Psychosocial job stressors appear to have an adverse effect on women's weight.

High-sensitivity CRP: possible link between job stress and atherosclerosis

BACKGROUND

Chronic inflammation may play an important role in linking job stress to atherosclerosis. We sought to investigate the relationship between job stress and high-sensitivity C-reactive protein (hs-CRP) among Chinese workers.

METHODS

A total of 731 subjects (506 men and 225 women) were analyzed. Job stress was evaluated by effort-reward imbalance (ERI) model.

RESULTS

Among men, after adjustment for confounders, effort, overcommitment, and ERI were significantly positively correlated with hs-CRP; and reward was significantly inversely related with hs-CRP; high level of effort, overcommitment, or ERI, respectively, significantly increased the odds of high hs-CRP with ORs of 2.0, 3.5, and 3.3 (all P<0.001), compared with the corresponding low level groups. Among women, high overcommitment or ERI also increased risk of high hs-CRP with ORs of 2.8, and 4.1 (P<0.05).

CONCLUSIONS

High effort, overcommmitment, and ERI were positively associated with hs-CRP. Inflammation indicated by hs-CRP may be one of important mediators linking job stress and atherosclerosis.

Health challenges in South African automotive companies: Wellness in the workplace

Orientation: In South Africa, workplace programmes in the automotive industry focus predominantly on occupational health and safety and HIV and AIDS. The implementation of focused workplace interventions might be hampered when companies are not convinced that the condition (i.e. HIV and AIDS) is the main negative health influencing factor responsible for increased production costs.Research purpose: The study investigated the health influencing conditions perceived to negatively impact company production costs and related interventions.Motivation for the study: Apart from HIV and AIDS, little information is available about the health challenges in the South African workplace and focused HIV and AIDS programmes might only partly respond to the key health challenges of workplaces. The inter-relatedness of various risky lifestyle factors linked to health conditions necessitates a comprehensive health promotion approach.Research approach, design and method: A cross-sectional survey was conducted amongst 74 companies selected through stratified random sampling. Non-parametric tests were conducted to investigate the health influencing factors perceived to impact production costs, the monitoring thereof, extent of containment and the implementation of interventions in terms of company size and ownership.Main findings: The health factors perceived to have a moderate to large impact were HIV and AIDS, smoking, alcohol use, stress, back and neck ache and tuberculosis, also reported to be better monitored and managed by medium and large organisations. Small organisations reported a smaller impact, fewer efforts and less success. HIV and AIDS programmes were more evident in large companies and those with wellness programmes (52%). Workplace programmes enabled better monitoring and managing of impacting health conditions. Smaller organisations were not convinced of the benefits of interventions in addressing health challenges.Practical/managerial implications: As the impacting health conditions seemed linked, comprehensive and integrated wellness programmes are required to address the health issues and ensure organisations’ competitiveness.Contribution: The results contribute to a better understanding of the perceived salient health influencing factors that impact on production costs. Data support the inter-relationships between the identified health concerns and call for more holistic wellness programmes.

Do time-invariant confounders explain away the association between job stress and workers' mental health? Evidence from Japanese occupational panel data

It is well known that job stress is negatively related to workers' mental health, but most recent studies have not controlled for unobserved time-invariant confounders. In the current study, we attempted to validate previous observations on the association between job stress and workers' mental health, by removing the effects of unobserved time-invariant confounders. We used data from three to four waves of an occupational Japanese cohort survey, focusing on 31,382 observations of 9741 individuals who participated in at least two consecutive waves. We estimated mean-centered fixed effects models to explain psychological distress in terms of the Kessler 6 (K6) scores (range: 0-24) by eight job stress indicators related to the job demands-control, effort-reward imbalance, and organizational injustice models. Mean-centered fixed effects models reduced the magnitude of the association between jobs stress and K6 scores to 44.8-54.2% of those observed from pooled ordinary least squares. However, the association remained highly significant even after controlling for unobserved time-invariant confounders for all job stress indicators. In addition, alternatively specified models showed the robustness of the results. In all, we concluded that the validity of major job stress models, which link job stress and workers' mental health, was robust, although unobserved time-invariant confounders led to an overestimation of the association.