Evidence map›Paper›PMID 39075396›Full record

ArticleBMC medical education2024

Burnout and predictive factors among medical students: a cross-sectional survey.

Anke Boone, Aziza Menouni, Imane Bensouda Korachi, Chakib Nejjari, Mohamed Khalis, Samir El Jaafari, Lode Godderis

Abstract read
In one paragraph

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 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Burnout symptoms, burnout rate, well-being, and academia-related stress factors in medical students : A study in two private medical schools in Austria.Neuropsychiatrie : Klinik, Diagnostik, Therapie und Rehabilitation : Organ der Gesellschaft Osterreichischer Nervenarzte und Psychiater · 2026
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  7. Burnout Syndrome Among Dental Students in Clinical Training: A Multicenter Cross-Sectional Study in Ecuador.International journal of environmental research and public health · 2025
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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

7 authors.

Anke BooneCentre for Environment and Health, University of Leuven (KU Leuven), 3000, Leuven, Belgium. anke.boone@kuleuven.be.
Aziza MenouniCentre for Environment and Health, University of Leuven (KU Leuven), 3000, Leuven, Belgium.
Imane Bensouda KorachiCluster of Competence On Health and Environment, Moulay Ismail University, 50000, Meknes, Morocco.
Chakib NejjariEuromed Research Center, Euromed University of Fez, 30000, Fez, Morocco.
Mohamed KhalisMohammed VI International School of Public Health, Mohammed VI University of Sciences and Health, 20000, Casablanca, Morocco.
Samir El JaafariCluster of Competence On Health and Environment, Moulay Ismail University, 50000, Meknes, Morocco.
Lode GodderisCentre for Environment and Health, University of Leuven (KU Leuven), 3000, Leuven, Belgium.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBurnout is a growing problem in medical education, and is usually characterised by three dimensions: emotional exhaustion, cynicism, and reduced professional efficacy. Currently, the majority of burnout studies have been conducted in western high-income countries, overshadowing findings from low- and middle-income countries. Our objective is to investigate burnout and its associated predictive factors in Morocco, aiming to guide intervention strategies, while also assessing differences between the preclinical and clinical years.

methodsA cross-sectional, self-administered online survey assessing burnout dimensions and its main determinants was distributed among medical students at Université Mohammed VI des Sciences et de la Santé (UM6SS, Casablanca, Morocco). Descriptive analyses involved computing mean scores, standard deviations and Pearson correlations. Further, t-tests were performed to check for significant differences in burnout dimensions across the preclinical and clinical learning phase, and stepwise linear regression analyses were conducted using a backward elimination method to estimate the effects of the selected variables on the three burnout dimensions.

resultsA t-test assessing the difference in cynicism found a significant difference between students at the preclinical phase and the clinical phase, t(90) = -2.5, p = 0.01. For emotional exhaustion and reduced professional efficacy no significant difference was observed. A linear regression analysis showed that emotional exhaustion was significantly predicted by workload, work-home conflict, social support from peers and neuroticism. Cynicism was predicted by the learning phase, workload, meaningfulness and neuroticism; and reduced professional efficacy by neuroticism only.

conclusionsOur findings suggest a potential gradual increase in cynicism during medical education in Morocco. Conducting this study in a low- and middle income country has enhanced the scientific understanding of burnout in these regions. Given the identified predictive factors for burnout, such as workload, work-home conflict, support from peers, neuroticism, and meaningfulness, it is necessary to focus on these elements when developing burnout interventions.

Indexed as

Burnout, ProfessionalStudents, MedicalAdultCross-Sectional StudiesFemaleHumansMaleMoroccoSurveys and QuestionnairesWorkloadYoung AdultBurnoutMedical educationMedicineMental healthSurvey

Identifiers

PMID39075396
PMCPMC11285123

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.