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Using causal effect estimation to evaluate occupational stress factors during a weekend on-call shift among general practitioners in training

 
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cris.virtual.orcid0000-0001-5398-7927
cris.virtual.orcid0000-0001-6064-0788
cris.virtual.orcid0000-0002-9901-5768
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cris.virtualsource.department9ce1837c-48b1-421b-b6df-b912939fd9d6
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cris.virtualsource.orciddf6c83d3-392b-4c86-82f0-1f3fadc2f1fd
dc.contributor.authorDeberdt, Geraldine
dc.contributor.authorRabaey, Paloma
dc.contributor.authorVan Damme, Sam
dc.contributor.authorQuenon, Laure-Ann
dc.contributor.authorDecat, Peter
dc.contributor.authorDemeester, Thomas
dc.date.accessioned2026-06-10T09:23:13Z
dc.date.available2026-06-10T09:23:13Z
dc.date.createdwos2026-02-01
dc.date.issued2026
dc.description.abstractBackground In recent years, our understanding of the various stress factors affecting the mental well-being of medical trainees during on-call work has grown. Although we have developed a general understanding, we still lack insight into the underlying interrelationships and causal effects of these factors, necessary to address and prioritize the mental health needs of young doctors. Objectives We aimed to measure the causal effects of selected stress factors related to on-call work contributing to occupational stress among General Practitioners (GPs) in training. Methods We identified key stress factors through a literature review and group discussion. Furthermore, we built a Directed Acyclic Graph (DAG) for each identified factor to draw valid causal inferences based on data collected from an observational survey. Results Our analysis indicated that GPs in training experience interruptions to leisure time, fear of potential work-related errors, and anticipatory and vigilant behaviour towards potential patient complaints as key contributors to elevated stress levels during on-call work. Conclusion Our study revealed the importance of psychological or emotional stressors during an on-call shift encountered by GPs in training, encouraging preventive measures. Trial registration Not applicable.
dc.description.wosFundingTextPaloma Rabaey was funded by the Research Foundation Flanders (FWO-Vlaanderen) with grant number 1170124N.
dc.identifier.doi10.1186/s12875-025-03140-1
dc.identifier.pmidMEDLINE:41436969
dc.identifier.urihttps://imec-publications.be/handle/20.500.12860/59652
dc.language.isoeng
dc.provenance.editstepusergreet.vanhoof@imec.be
dc.publisherBMC
dc.source.beginpage22
dc.source.issue1
dc.source.journalBMC PRIMARY CARE
dc.source.numberofpages14
dc.source.volume27
dc.subject.keywordsMEDICAL-STUDENTS
dc.subject.keywordsPHYSICIANS
dc.subject.keywordsWORK
dc.subject.keywordsPREVALENCE
dc.subject.keywordsBURNOUT
dc.title

Using causal effect estimation to evaluate occupational stress factors during a weekend on-call shift among general practitioners in training

dc.typeJournal article
dspace.entity.typePublication
imec.internal.crawledAt2026-04-07
imec.internal.sourcecrawler
imec.internal.wosCreatedAt2026-04-07
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