Evidence map›Paper›PMID 42106646›Full record

ArticleBMC public health2026

Trapped in harmful work? How psychosocial job exposure, sex, and education shape occupational mobility in Norway.

Lasse Holtar

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing 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

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4 · The record

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5 · Who and what money

Authors and funding

1 author.

Lasse HoltarCentre for the Study of Professions (SPS), OsloMet - Oslo Metropolitan University, Oslo, Norway. lassehol@oslomet.no.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWhile the health risks of psychosocial job exposure are well established, the extent to which workers reduce exposure by changing occupations remains unclear. This study examines whether Norwegian workers in high-exposure occupations are more likely to change their occupation compared to those in lower-exposure occupations, whether such changes lead to less exposure, and whether these patterns vary by educational attainment and sex.

methodsComprehensive Norwegian register data were linked to a validated, sex-specific psychosocial job exposure index covering 322 occupations to track occupational mobility across different exposure levels from 2006 to 2019. Linear probability models were used to estimate the likelihood of mobility from one year to the next and, amongst those who changed, moving to an occupation with lower exposure. To assess whether observed patterns were driven by large, female-dominated professions, further analyses excluding teaching and health care occupations were estimated. All analyses were stratified by sex, and estimates were reported both overall and by educational level.

resultsWorkers in high-exposure occupations were less mobile than workers in lower-exposure occupations. However, much of this pattern was largely shaped by the concentration of highly-educated women in teaching and health care. Among those who changed occupations, women were more likely than men to move into occupations with lower exposure, even when excluding teachers and health care workers. Although the differences weakened when teaching and health care occupations were excluded, higher education did not increase the likelihood of moving into lower-exposure occupations for either sex.

conclusionsHigher psychosocial exposure is associated with lower occupational mobility in the Norwegian workforce. The low mobility observed among highly-educated women in high-exposure occupation is largely shaped by their concentration in teaching and health care. Taken together, the findings suggests that exposure, sex and education interact in ways that may limit movement out of high-exposure work, particularly for certain occupational groups.

Indexed as

Career MobilityEducational StatusOccupational ExposureOccupationsAdultFemaleHumansMaleMiddle AgedNorwayRegistriesSex FactorsEducationLinear Probability ModelsOccupational mobilityPsychosocial job exposureSex

Identifiers

PMID42106646
PMCPMC13325791

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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.