Evidence map›Paper›PMID 41795789›Full record

ArticleScandinavian journal of work, environment & health2026

Development of a European job exposure matrix (EuroJEM) for psychosocial exposures and their association with diagnosed depression in register-based cohorts.

Laura Salonen, Daniel Falkstedt, Kuan-Yu Pan, Maria Albin, Ingrid S Mehlum, Karina Undem, Taina Leinonen, Svetlana Solovieva

Abstract read
In one paragraph

Article in Scandinavian journal of work, environment & health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Laura SalonenFinnish Institute of Occupational Health, PL 40, 00032 Työterveyslaitos Finland. laura.salonen@ttl.fi.
Daniel Falkstedt
Kuan-Yu Pan
Maria Albin
Ingrid S Mehlum
Karina Undem
Taina Leinonen
Svetlana Solovieva

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis study developed a European job exposure matrix (EuroJEM) for psychosocial work factors in order to examine their prospective associations with diagnosed depression in three register-based Nordic cohorts.

methodsNational, gender-specific psychosocial JEM from Finland, Norway, and Sweden were evaluated for similarities in exposures, exposure definitions, and occupational coding. The EuroJEM harmonized two exposures: quantitative job demands and decision authority. Disagreements on exposure categories across the national JEM were addressed among experts. Associations between exposures and diagnosed depression were examined across three register-based cohorts.

resultsThe EuroJEM provides gender-specific exposure categories, based on the proportion of workers exposed, for 371 ISCO-88 (COM - European version of the International Standard Classification of Occupations) occupational codes. All associations were similar across the three cohorts, except for medium-high / high likelihood of exposure to high job demands among women. The pooled hazard ratios (pHR) for depression among workers with a medium-high / high likelihood of exposure to low decision authority had pHR of 1.50 [95% confidence interval (CI) 1.33-1.68] among men and 1.28 (95% CI 1.22-1.35) among women. High strain jobs had pHR of 1.19 (95% CI 1.15-1.24) and 1.07 (95% CI 1.01-1.14) and active jobs 0.79 (95% CI 0.72-0.87) and 0.86 (95% CI 0.79-0.94) among men and women, respectively. The associations between job demands and depression were less clear, especially among women.

conclusionWe found consistent associations between diagnosed depression and EuroJEM-based psychosocial exposures. Especially decision authority and job strain indicate a good performance of this JEM. The performance for job demands may be suboptimal.

Indexed as

DepressionOccupational ExposureOccupational StressAdultCohort StudiesEuropeFemaleFinlandHumansMaleMiddle AgedNorwayRegistriesSwedenWorking Conditions

Identifiers

PMID41795789
PMCPMC13182255

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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.