ArticleBMC medical education2024
The mediating role of self-efficacy in the relationship between past professional training and burnout resilience in medical education: a multicentre cross-sectional study.
Article in BMC medical education, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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.
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.
Who cites it
7 citing papers in PubMed.
- Comparison of the effects of microlearning and webinars on knowledge and self-efficacy of emergency medical technicians (EMTs) in the diagnosis and treatment of cardiac arrhythmias.BMC emergency medicine · 2026Trial
- Smartwatch Use and Physician Well-Being: A Randomized Clinical Trial.JAMA network open · 2025Trial
- Pre-qualifications, learning strategies, and study satisfaction among medical students: insights from a multicenter German study.Medical education online · 2026Article
- Relationship Between Self-Efficacy and Burnout Syndrome in Resident Physicians in Metropolitan Lima.International journal of environmental research and public health · 2026Observational
- Transcultural validation and factorial invariance assessment of the EEA Resilience Scale in health sciences students from eight Latin American countries.Psicologia, reflexao e critica : revista semestral do Departamento de Psicologia da UFRGS · 2026Article
- Investigating the mediating role of learning engagement in the relationship between self-efficacy for managing emotional challenges and subjective well-being among medical students.Scientific reports · 2026Article
- Professional and academic pre-qualifications, career preferences and aspirations in working as a rural doctor.Frontiers in medicine · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMeta-analyses indicate a high prevalence of burnout among medical students. Although studies have investigated different coping strategies and health interventions to prevent burnout, professional experience's influence on burnout resilience as seldom been explored. Therefore, in our study we aimed to examine the self-efficacy's mediating role in the relationship between past vocational training and burnout resilience. In the process, we also analysed the associations between study-related variables and burnout resilience.
methodsIn our cross-sectional study, we analysed the data of 2217 medical students at different stages of their university education (i.e. 1st, 3rd, 6th, 10th semester, and final year) at five medical faculties in Germany. The questionnaire included items addressing variables related to medical school, previous professional and academic qualifications, and validated instruments for measuring burnout and self-efficacy.
resultsThe overall prevalence of burnout was 19.7%, as defined by high scores for emotional exhaustion and notable values in at least one of the other two dimensions (cynicism or academic efficacy). Higher levels for self-efficacy (p < .001), having children (p = .004), and financing education with personal earnings (p = .03) were positively associated with burnout resilience, whereas having education financed by a partner or spouse (p = .04) had a negative association. In a mediation analysis, self-efficacy exerted a suppressor effect on the relationship between vocational training and burnout resilience (indirect effect = 0.11, 95% CI [0.04, 0.19]).
conclusionsSelf-efficacy's suppressor effect suggests that the positive association between vocational training and burnout resilience identified in the mediation analysis disappears for students who have completed vocational training but do not feel efficacious. Those and other findings provide important insights into the psychological mechanisms underlying the development of burnout resilience in medical students and suggest the promotion of self-efficacy in medical education.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.