ArticlePloS one2023
Estimating the causal effects of work-related and non-work-related stressors on perceived stress level: A fixed effects approach using population-based panel data.
Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
6 citing papers in PubMed.
- Do Females and Males Experience Occupational Stress Differently? Insights From a Meta-Analysis.Safety and health at work · 2026Review
- The dual structure of anxiety: reconciling general and specific approaches.Frontiers in psychology · 2026Article
- Wood Odor Mapping on Arousal Axes: Exploring Correspondence with Physiological Indices of Stress Recovery.International journal of environmental research and public health · 2025Article
- Use of Handgrip Strength as a Health Indicator in Public Sector Workers: A Cross-Sectional Study.Journal of functional morphology and kinesiology · 2025Article
- Perceived Stress is Associated with Health Outcomes, Platelet Activation, and Oxidative Stress in COPD.Chronic obstructive pulmonary diseases (Miami, Fla.) · 2025Article
- Perceived stress across population segments characterized by differing stressor profiles-A latent class analysis.PloS one · 2025Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesProlonged or excessive stress can have a negative impact on health and well-being, and stress therefore constitutes a major public health issue. A central question is what are the main sources of stress in contemporary societies? This study examines the effects of work-related and non-work-related stressors and perceived social support on perceived stress within a causal framework.
methodsPanel data were drawn from two waves (2013 and 2017) of the population-based health survey "How are you?" conducted in the Central Denmark Region. The analytical sample comprised 9,194 subjects who had responded to both surveys. Work-related and non-work-related stressors included major life events, chronic stressors, daily hassles and lack of social support. Perceived stress was measured with the 10-item Perceived Stress Scale (PSS). Data were analysed using fixed effects regression in a fully balanced design.
resultsThe largest effects on PSS were seen in own disease, work situation and lack of social support. Other stressors affecting the perceived stress level were financial circumstances, relationship with partner, relationship with family and friends, and disease among close relatives. Most variables had a symmetrical effect on PSS.
conclusionsThe results point to the need for comprehensive policies to promote mental health that span life domains and include both the individual and the group as well as organizational and societal levels. The study indicates that there are multiple potential entry points for stress prevention and stress management. However, it also shows that disease, work situation and social support weigh heavily in the overall picture. This points to the healthcare system and workplace as key institutional venues for action.
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