Evidence map›Paper›PMID 41158614›Full record

ArticleBMJ public health2025

Temporal changes in occupational risks of COVID-19 hospitalisation in Germany, 2020-2021: a case-cohort study.

Karla Romero Starke, René Mauer, Ulrich Bolm-Audorff, Janice Hegewald, Gabriela Brückner, Katrin Schüssel, Helmut Schröder, Albert Nienhaus, Andreas Seidler

Abstract read
In one paragraph

Article in BMJ public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Karla Romero StarkeInstitute and Policlinic of Occupational and Social Medicine (IPAS), Technische Universität Dresden, Dresden, Germany.ORCID https://orcid.org/0000-0002-6614-2381
René MauerInstitute and Policlinic of Occupational and Social Medicine (IPAS), Technische Universität Dresden, Dresden, Germany.
Ulrich Bolm-AudorffInstitute and Policlinic of Occupational and Social Medicine (IPAS), Technische Universität Dresden, Dresden, Germany.
Janice HegewaldInstitute and Policlinic of Occupational and Social Medicine (IPAS), Technische Universität Dresden, Dresden, Germany.ORCID https://orcid.org/0000-0003-3388-161X
Gabriela BrücknerAOK Research Institute (WIdO), Berlin, Germany.
Katrin SchüsselAOK Research Institute (WIdO), Berlin, Germany.
Helmut SchröderAOK Research Institute (WIdO), Berlin, Germany.
Albert NienhausUniversity Clinics Hamburg Eppendorf, Institute for Health Service Research in Dermatology and Nursing and German Social Accident Insurance Institution for the Health and Welfare Service, Department of Occupational Health Research, Hamburg, Germany.ORCID https://orcid.org/0000-0003-1881-7302
Andreas SeidlerInstitute and Policlinic of Occupational and Social Medicine (IPAS), Technische Universität Dresden, Dresden, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: During the COVID-19 pandemic, certain occupational groups faced elevated infection risks. This study investigated changes in occupational risks of COVID-19 hospitalisation between 2020 and 2021. Methods: Using a case-cohort design, we analysed data from Germany's Allgemeine Ortskrankenkasse statutory health insurance, including 28 925 COVID-19 hospitalisation cases and 498 484 non-cases in 2021. HRs with administrative workers as reference were calculated using weighted and stratified Cox regression models, adjusting for age, sex, comorbidities and socioeconomic status. The ratio of relative risk (RRR) assessed the differences between years. Results: Healthcare workers showed the greatest reduction in relative risk (HR Conclusions: We observed a risk reduction in some sectors, particularly healthcare, likely due to vaccination and protective measures. However, certain occupations maintained elevated risks, perhaps due to unavoidable close physical contact. These findings suggest the need for sector-specific approaches to occupational health protection and permanent structural changes in workplace organisation for future pandemic preparedness.

Indexed as

COVID-19Occupational MedicinePublic Health

Identifiers

PMID41158614
PMCPMC12557763

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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.