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April 16, 2026International Journal of Environmental Research and Public Health0 citationsOpen Access

Occupational Stressors and Dual Health Burden: Associations Between Body Mass Index and Common Mental Disorders Among Hospital and Manufacturing Employees in Indonesia

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HHerqutantoUniversity of IndonesiaMMMuchtaruddin MansyurUniversity of IndonesiaAMAnnisa MaulidinaSEAMEO Regional Center for Food and Nutrition

Key Points

  • This study aims to explore the relationship between body mass index (BMI) and common mental disorders (CMDs) influenced by occupational stressors in two different work environments.
  • Comparative cross-sectional design
  • Participants from hospital and manufacturing sectors
  • Utilization of SDS-30 and SRQ-20 validated instruments
  • Stepwise regression analysis to assess impacts of stress levels
  • Exploration of interaction effects between occupational stress and health outcomes.
  • Severe occupational stress is linked to a significant increase in CMD symptoms, especially in hospital employees.
  • Operational field roles exhibit a greater risk for BMI increases under severe stress compared to administrative staff.
  • While no overall linear increase in BMI is found in relation to stress, interaction results suggest hidden vulnerabilities in physically demanding roles.

Abstract

This comparative cross-sectional study simultaneously investigated the dual health burden of body mass index (BMI) and common mental disorders (CMDs) driven by occupational stressors in two stepwise regression models. By classifying stress exposure into three clinically relevant tiers (low, moderate, and severe) in two distinctive populations—a hospital and a manufacturing company—we used the validated SDS-30 and SRQ-20 instruments. The robust multiple regression models uncovered a highly nuanced landscape of employee well-being that highlights the context-dependent nature of psychosocial hazards. The most compelling findings emerged from the interaction analyses, which demonstrated that the physical and mental consequences of severe stress do not impact the workforce uniformly. Regarding mental health, severe occupational stress proved to be a potent catalyst for CMD symptoms, but this psychological toll was significantly magnified within the hospital sector relative to the manufacturing environment. An opposite, yet equally context-dependent, pattern emerged regarding physical health. In the main-effects-adjusted model, the severity of occupational stressors did not demonstrate a statistically significant linear association with an overall increase in BMI. However, the interaction model revealed a hidden vulnerability: employees in operational field roles who report severe stress are highly susceptible to severe BMI increases compared with admin personnel. While administrative staff may face sedentary risks, field workers under severe stress likely endure higher physiological allostatic load, erratic shift patterns that disrupt circadian metabolic rhythms, and potentially poorer dietary coping mechanisms during active labor. This combination of physical exhaustion and severe psychological tension severely disrupts metabolic homeostasis, forcing the redistribution of adipose tissue and driving the observed BMI spike.

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Cite This Study

Herqutanto et al. (2026) studied this question.

synapsesocial.com/papers/69e07d732f7e8953b7cbe6f9https://doi.org/10.3390/ijerph23040495
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