Evidence map›Paper›PMID 39680844›Full record

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.

Svetlana Solovieva, Alexis Descatha, Ingrid Sivesind Mehlum, Eira Viikari-Juntura, Karina Undem, Karin Berglund, Fabien Gilbert, Francesca Wuytack, Angelo d'Errico, Kathryn Badarin and 2 more

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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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5citing papers in PubMed
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3 · Its place in the literature

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5 citing papers in PubMed.

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5 · Who and what money

Authors and funding

12 authors.

Svetlana Solovieva
Alexis Descatha
Ingrid Sivesind Mehlum
Eira Viikari-Juntura
Karina Undem
Karin Berglund
Fabien Gilbert
Francesca Wuytack
Angelo d'Errico
Kathryn Badarin
Bradley Evanoff
Katarina KjellbergInstitute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden. katarina.kjellberg@ki.se.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Musculoskeletal PainOccupational DiseasesOccupational ExposureWorkloadAdultCohort StudiesEuropeFemaleFinlandHumansLiftingMaleMiddle AgedSex Factors

Identifiers

PMID39680844
PMCPMC11895771

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.