Evidence map›Paper›PMID 35162399›Full record

ArticleInternational journal of environmental research and public health2022

Burnout in International Medical Students: Characterization of Professionalism and Loneliness as Predictive Factors of Burnout.

Ivan P Gradiski, Ana Borovecki, Marko Ćurković, Montserrat San-Martín, Roberto C Delgado Bolton, Luis Vivanco

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 5 pooled it
14.5field-weighted citation impact, top 1% of its field
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

27 citing papers in PubMed, 5 syntheses or guidelines pooled it, 55 citations in OpenAlex.

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  6. A Pilot Study of Burnout in University of Birmingham Dental Students.European journal of dental education : official journal of the Association for Dental Education in Europe · 2026
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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

6 authors at 4 institutions in 2 countries.

Ivan P GradiskiDepartment of Urgent Psychiatry, University Psychiatric Hospital Vrapče, 10090 Zagreb, Croatia.ORCID 0000-0001-6908-0094
Ana BoroveckiSchool of Medicine, University of Zagreb, 10000 Zagreb, Croatia.ORCID 0000-0001-8635-195X
Marko ĆurkovićSchool of Medicine, University of Zagreb, 10000 Zagreb, Croatia.ORCID 0000-0002-4855-2133
Montserrat San-MartínDepartment of Statistics and Operational Research, University of Granada, 52003 Melilla, Spain.
Roberto C Delgado BoltonDepartment of Diagnostic Imaging (Radiology) and Nuclear Medicine, University Hospital San Pedro, 26006 Logroño, Spain.ORCID 0000-0002-8071-6513
Luis VivancoPlatform of Bioethics and Medical Education, Centre for Biomedical Research of La Rioja, 26006 Logroño, Spain.ORCID 0000-0003-3747-6240
University of Zagreb · HRCenter for Biomedical Research of La Rioja · ESHospital San Pedro · ESUniversidad de Granada · ES

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBurnout is a common mental problem in medical students. For those who are following medical studies abroad there is a higher risk of suffering this syndrome, due to the combination of academic stress and the stress derived from their new living situation. This study was performed with the purpose of testing the following hypothesis: in medical students enrolled in medical programs abroad, abilities associated with professionalism and family support play a protective role in the prevention of suffering burnout.

methodsA cross-sectional study was performed in the Faculty of Medicine of the University of Zagreb, where a fully English medical program is offered. The general version of the Maslach Burnout Inventory (MBI-GS) was used as a dependent variable, while Jefferson Scales of empathy, teamwork, and physician lifelong learning and the Social and Emotional Loneliness Scale for Adults were used as predictive variables. In addition, information related to sex, country of birth, native language, age, academic achievement, and living situation were collected in a socio-demographic form. Linear regression models were applied to identify predictors of burnout.

resultsIn a sample composed of 188 medical students (38 Croatians and 144 foreigners from 28 countries), 18% of the global score in the MBI-GS was explained by lifelong learning and family loneliness. A separate analysis for each domain of the MBI-GS allowed the creation of three models: the first model explained 19% of the variance of the "exhaustion" domain by "country of birth", "living with parents", "academic year", and "cynicism"; a second model explained 24% of the variance of the "cynicism" domain by "academic year", "empathy", "lifelong learning", and "exhaustion"; and finally, a third model explained 24% of the variance of the "professional efficacy" domain by "lifelong learning", "family loneliness", and "cynicism". All obtained models presented an effect size between medium and large, as well as matching the required conditions for statistical inference.

conclusionsThese findings confirm the important role that family plays as a source of support for medical students. Empathy and lifelong learning, two specific elements of medical professionalism, appear as protective factors in the prevention of burnout in international students.

Indexed as

Burnout, ProfessionalStudents, MedicalAdultBurnout, PsychologicalCross-Sectional StudiesHumansLonelinessProfessionalismSurveys and Questionnairesburnoutempathyfamilyinternational medical studentslifelong learningloneliness

Identifiers

PMID35162399
PMCPMC8835401
OpenAlexW4210630561

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.