ArticleBMC public health2024
Correlation analysis between occupational stress and metabolic syndrome in workers of a petrochemical enterprise: based on two assessment models of occupational stress.
Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed.
- Pulsed electromagnetic fields activate a peripheral interoceptive pathway to suppress sympathetic Npy for osteogenesis.Nature communications · 2026Article
- Work stress, dietary patterns and metabolic syndrome among military personnel in Ghana: a cross-sectional study.BMJ open · 2026Article
- Association Between Dietary Patterns, Work Stress, Physical Activity, and Cardiometabolic Markers Among University Workers in Ghana: A Cross-Sectional Study.Health science reports · 2026Article
- Long-Term Associations of a Mobile-Based Chronic Disease Management Program With Employee Health: Four-Year Retrospective Cohort Study.Journal of medical Internet research · 2026Article
- Self-actualization and its psychosocial determinants among community health workers in rural Taiwan: a cross-sectional study.BMC psychology · 2026Article
- Occupational Stressors and Dual Health Burden: Associations Between Body Mass Index and Common Mental Disorders Among Hospital and Manufacturing Employees in Indonesia.International journal of environmental research and public health · 2026Article
- Developing and evaluating machine learning-based risk models for metabolic syndrome among nurses: a cross-sectional study.Frontiers in public health · 2026Article
- Machine learning analysis of the association between psychosocial risks and burnout syndrome in mining workers.Frontiers in public health · 2026Article
- Association between different metabolic obesity phenotypes and hyperuricemia: the modifying role of liver enzymes.Frontiers in public health · 2026Article
- Occupational stress and associated factors among couriers: A Cross-Sectional study.BMC public health · 2025Article
- Metabolic syndrome and cardiovascular risk factors among bank employees in iran: a cross-sectional study.BMC public health · 2025Article
- Fatty Liver and Hyperuricemia in Workers: Combined Effects on Metabolic Dysfunction and the Role of Lifestyle Factors.Metabolites · 2025Article
- At-Home Immersive Virtual Reality Exergames to Reduce Cardiometabolic Risk Among Office Workers: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2025Article
- Early detection of occupational stress: Enhancing workplace safety with machine learning and large language models.PloS one · 2025Article
- Prevalence and Comorbidity Network Analysis of Obesity and Related Complications: A Real-World Study Based on 233,004 Individuals.Diabetes, metabolic syndrome and obesity : targets and therapy · 2025Article
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8 authors.
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Abstract
backgroundOccupational stress is becoming a common phenomenon around the world. Being in a high occupational stress state for a long time may destroy the metabolic balance of the body, thereby increasing the risk of metabolic diseases. There is limited evidence regarding the correlation between occupational stress and metabolic syndrome (MetS), particularly in the petrochemical workers.
methodsA total of 1683 workers of a petrochemical enterprise in China were included in the survey by cluster sampling method. The occupational stress assessment was carried out by the Job Content Questionnaire and the Effort-Reward Imbalance Questionnaire, and the general demographic characteristics, work characteristics, occupational hazards, lifestyle and health examination data of the participants were collected. Logistic regression and multiple linear regression were used to analyze the correlations and influencing factors between occupational stress and its dimensions with MetS and its components.
resultsA total of 1683 questionnaires were sent out, and 1608 were effectively collected, with an effective recovery rate of 95.54%. The detection rates of occupational stress in Job Demand-Control (JDC) and Effort-Reward Imbalance (ERI) models were 28.4% and 27.2%, respectively. In this study, 257 participants (16.0%) were diagnosed with MetS. Compared with the non-MetS group, body mass index (BMI), waist circumference (WC), systolic blood pressure (SBP), diastolic blood pressure (DBP), triglycerides (TG) and fasting blood-glucose (FBG) levels were significantly higher in the MetS group, and high density lipoprotein-cholesterol (HDL-C) levels were significantly lower (P < 0.001). The results of multiple linear regression showed that after adjusting for nation, marital status, education, work system, smoking and drinking, and further adjusting for occupational hazards, the D/C ratio was significantly negatively correlated with SBP in the JDC model. Social support was negatively correlated with WC. In the ERI model, there was a significant positive correlation between over-commitment and FBG.
conclusionsThe detection rates of occupational stress and MetS were high in workers of a petrochemical enterprise. In the JDC model, occupational stress was negatively correlated with SBP, and social support was negatively correlated with WC. In the ERI model, there was a significantly positive correlation between over-commitment and FBG.
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