ArticleScandinavian journal of work, environment & health2025
Development of a gender-specific European job exposure matrix (EuroJEM) for physical workload and its validation against musculoskeletal pain.
Article in Scandinavian journal of work, environment & health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed.
- Cohort Profile: The European Occupational Exposome Mega Cohort Consortium (OMega-X).International journal of epidemiology · 2026Article
- A comparison of task-based and job-based estimation of physical behavior compositions in grocery store workers.Annals of work exposures and health · 2026Article
- Development of a European job exposure matrix (EuroJEM) for psychosocial exposures and their association with diagnosed depression in register-based cohorts.Scandinavian journal of work, environment & health · 2026Article
- Musculoskeletal Pain Among University Students and Its Correlations with Risk Factors: A Cross-Sectional Study.Journal of clinical medicine · 2025Article
- Interventions to promote mental and physical health in changing working environments due to climate change, sustainable work practices, and work in green jobs: The EU INTERCAMBIO project.The journal of climate change and healthArticle
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Authors and funding
12 authors.
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Abstract
objectivesThe aim was to develop a gender-specific European job exposure matrix (EuroJEM) for occupational physical workload and study its predictive validity for musculoskeletal pain in four European cohorts.
methodsNational, gender-specific JEM from Finland, France, Norway and Sweden, based on self-reported exposure information, were evaluated for similarities in exposures, exposure definitions, and occupational coding. The EuroJEM harmonized five exposures: heavy lifting, faster breathing due to heavy workload, kneeling/squatting, forward bent posture, and working with hands above shoulder level. Our expert panel addressed disagreements and missing information to reach consensus on exposure levels across occupations. To assess predictive validity of the EuroJEM, we examined associations between the harmonized exposure measures and self-reported musculoskeletal pain across the four cohorts.
resultsThe EuroJEM provides semi-quantitative exposure estimates for 374 ISCO-88 (COM) occupational codes. Five categories of exposure were defined by the proportion of workers exposed within each occupation. Comparable and statistically significant associations were found between EuroJEM exposures and low back, shoulder, and knee pain across all cohorts and genders, except for knee pain among women in the Finnish cohort. For instance, in both genders heavy lifting, faster breathing due to heavy workload, and forward bent posture were statistically significantly associated with low-back pain in all four cohorts, with OR ranging from 1.25-2.18 (men) and 1.23-2.04 (women).
conclusionsDespite differences in study populations and outcome definitions, good predictive validity was observed in each national cohort, suggesting that EuroJEM can be an effective tool for exposure assessment in large-scale European epidemiological studies.
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