Evidence map›Paper›PMID 41726255›Full record

ArticlePerspectives on medical education2026

Burnout and Engagement Within Medical Education: A Repeated Measures Study on Their Evolution and Main Determinants.

Anke Boone, Jonas Steel, Olivia Lavreysen, Marie-Claire Lambrechts, Sofie Vandenbroeck, Lutgart Braeckman, Nele Michels, Dirk Devroey, Ann Roex, Hanne Kindermans and 1 more

Abstract read
In one paragraph

Article in Perspectives on medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
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

11 authors.

Anke BooneCentre for Environment and Health, Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium.ORCID 0000-0002-4075-3571
Jonas SteelCentre for Environment and Health, Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium.ORCID 0000-0002-3303-8289
Olivia LavreysenCentre for Environment and Health, Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium.ORCID 0000-0001-6524-8144
Marie-Claire LambrechtsCentre for Environment and Health, Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium.ORCID 0000-0002-0661-3110
Sofie VandenbroeckIDEWE, External Service for Prevention and Protection at Work, Leuven, Belgium.ORCID 0000-0001-8957-5094
Lutgart BraeckmanDepartment of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent 9000, Belgium.ORCID 0000-0002-6016-8134
Nele MichelsEURACT & Centre for General Practice Training (ICHO), Flanders, Belgium.ORCID 0000-0003-1971-0793
Dirk DevroeyDepartment of Family Medicine and Chronic Care, Faculty of Medicine and Pharmacy, Vrije Universiteit Brussel, Brussels, Belgium.ORCID 0000-0002-6083-2998
Ann RoexResearch Group Healthcare and Ethics, Faculty of Medicine and Life Sciences, Hasselt University, Diepenbeek, Belgium.ORCID 0000-0003-1880-2549
Hanne KindermansResearch Group Healthcare and Ethics, Faculty of Medicine and Life Sciences, Hasselt University, Diepenbeek, Belgium.ORCID 0000-0003-2723-1645
Lode GodderisCentre for Environment and Health, Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium.ORCID 0000-0003-4764-8835

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Burnout is a major concern in medical education and healthcare. Despite growing attention, little is known about how burnout and engagement evolve within the different phases of medical education or which factors shape these outcomes within each phase. This study assesses phase-specific trajectories of burnout and engagement and identifies the demands, resources, and personality traits associated with these outcomes. Methods: A prospective cohort study with three annual measurement waves was conducted among medical students and residents (n = 1.257) from all five universities in Flanders, Belgium. Three cohorts (i.e. bachelor students, master students, and residents) were followed for three consecutive years, using an open cohort design. Data were collected annually: at baseline (T0), after one year (T1), and after two years (T2). Linear mixed-effects models and cross-lagged panel analyses were used to examine temporal changes in burnout complaints and engagement; and to identify key demands, resources and personality traits within each cohort. Results: Within each cohort, burnout complaints increased gradually over time, while engagement declined. Within all learning phases, workload and work-home conflict were identified as primary demands, whereas meaningfulness was identified as the main resource, followed by learning opportunities. Neuroticism was positively associated with burnout complaints and negatively with engagement, while perfectionistic strivings correlated positively with engagement. Conclusion: This study demonstrates how burnout complaints and engagement evolve within learning phases in medical education and identifies key determinants underlying these trajectories. Efforts should prioritize reducing perceived workload and work-home conflict, while strengthening meaningfulness and learning opportunities. In addition, acknowledging individual personality traits may help tailor interventions.

Indexed as

Burnout, ProfessionalEducation, MedicalStudents, MedicalAdultBelgiumCohort StudiesFemaleHumansMaleProspective StudiesSurveys and QuestionnairesWorkload

Identifiers

PMID41726255
PMCPMC12922681

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.