Evidence map›Paper›PMID 40385700›Full record

ArticlePerspectives on medical education2025

Factors Influencing Burnout in Croatian Medical Students: The roles of Lifelong Learning and Loneliness.

Ivan P Gradiski, Ana Borovecki, Marko Curkovic, Esperanza García-Gómez, Roberto C Delgado Bolton, Luis Vivanco

Abstract read
In one paragraph

Article in Perspectives on medical education, 2025. 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

6 authors.

Ivan P GradiskiSpecialist Psychiatric Office Ivan Pavao Gradiski MD, 10000 Zagreb, Croatia.ORCID 0000-0001-6908-0094
Ana BoroveckiFaculty of Medicine, University of Zagreb, 10000 Zagreb, Croatia.ORCID 0000-0001-8635-195X
Marko CurkovicFaculty of Medicine, University of Zagreb, 10000 Zagreb, Croatia.ORCID 0000-0002-4855-2133
Esperanza García-GómezDepartment of Statistics, Mathematics and Informatics, Miguel Hernández University of Elche, 03202 Elche, Spain.ORCID 0000-0002-7763-0743
Roberto C Delgado BoltonCantabrian Health Service, 39011 Santander, Spain.ORCID 0000-0002-8071-6513
Luis VivancoPlatform of Bioethics and Medical Education, Center for Biomedical Research of La Rioja (CIBIR), Logrono, Spain.ORCID 0000-0003-3747-6240

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Burnout and engagement are seen as opposite ends of a continuum. In medical education, engagement reflects motivation and social belonging, while burnout signifies a lack of interest in learning and social detachment. This study aimed to investigate the influence of lifelong learning and loneliness on these dynamics. Methods: A cross-sectional study involving a culture back-translation procedure was performed. Participants were medical students enrolled in a Croatian medical school. The Maslach Burnout Inventory (MBI-GS), Jefferson Scale of Physician lifelong learning (JeffSPLL-MS), and the Scale of Social and Emotional Loneliness Scale for Adults (SELSA-S), were used as main measures. Sex, age, grade point average, and year of study, were collected in a complementary form. Confirmatory Factor Analyses (CFAs), followed by correlation, comparative and multiple linear regression analyses were performed to assess the above-mentioned variables. Results: The sample consisted of 1,371 medical students (872 women), all native Croatian speakers. A model including lifelong learning, loneliness and sex variables accounted for 17% of the variance in the global MBI-GS score. This model showed a medium-to-large effect size and fulfilled conditions required for statistical inference. Additionally, differences by sex appeared in loneliness (p < 0.001), but not in lifelong learning abilities. Furthermore, the Croatian versions of the JeffSPLL-MS and the SELSA-S exhibited good psychometric properties, as confirmed by CFAs. Conclusions: These findings highlight the influence of lifelong learning abilities and loneliness on the burnout-engagement continuum. Additionally, findings indicate that female medical students are at heightened risk of experiencing burnout.

Indexed as

Burnout, ProfessionalLearningLonelinessStudents, MedicalAdultCroatiaCross-Sectional StudiesFemaleHumansMalePsychometricsSurveys and Questionnaires

Identifiers

PMID40385700
PMCPMC12082462

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.