Evidence map›Paper›PMID 41981567›Full record

ArticleBMC medical education2026

Not just a calling: the psychological logic of medical specialty preferences among second-year medical students in Poland.

Maciej Walkiewicz, Mateusz Guziak, Katarzyna Nowicka-Sauer, Matylda Czarnecka, Magdalena Błażek

Abstract read
In one paragraph

Article in BMC medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Maciej WalkiewiczDepartment of Psychology, Faculty of Health Sciences with the Institute of Maritime and Tropical Medicine, Medical University of Gdańsk, Gdańsk, Poland. maciej.walkiewicz@gumed.edu.pl.ORCID http://orcid.org/0000-0002-5674-5875
Mateusz GuziakDepartment of Psychology, Faculty of Health Sciences with the Institute of Maritime and Tropical Medicine, Medical University of Gdańsk, Gdańsk, Poland.ORCID http://orcid.org/0000-0002-5720-3410
Katarzyna Nowicka-SauerDepartment of Family Medicine, Faculty of Medicine, Medical University of Gdańsk, Gdańsk, Poland.ORCID http://orcid.org/0000-0002-7510-5478
Matylda CzarneckaDepartment of Psychology, Faculty of Health Sciences with the Institute of Maritime and Tropical Medicine, Medical University of Gdańsk, Gdańsk, Poland.ORCID http://orcid.org/0009-0007-8780-7817
Magdalena BłażekDepartment of Psychology, Faculty of Health Sciences with the Institute of Maritime and Tropical Medicine, Medical University of Gdańsk, Gdańsk, Poland.ORCID http://orcid.org/0000-0003-3675-1474

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe choice of medical specialty does not arise solely from a sense of calling, but is a complex psychological and social process. The goal of the study was to examine whether selected psychological characteristics: emotional intelligence (EI; overall score and the dimensions of recognizing and using emotions) and sense of coherence (SOC; overall score and the dimensions of comprehensibility, manageability, and meaningfulness), together with indicators of student functioning (study-related satisfaction, study-related stress, peer relationships, financial status), are associated with medical students’ declared specialty choice (procedural vs. non-procedural) as well as with their preferences for commonly chosen specialties.

methodsA cross-sectional survey was conducted among 300 s-year medical students at Medical University in Gdańsk, Poland. Standardized tools were used to measure EI (Emotional Intelligence Questionnaire - INTE - Polish version of Schutte Self-Report Emotional Intelligence Test), SOC (Sense of Coherence Scale - SOC-29) and self-developed survey to assess academic experiences (study-related satisfaction and stress, peer relationships, financial status). Data were analysed using multinomial logistic regression.

resultsHigher overall EI was associated with a preference for non-procedural specialties. The ability to recognize emotions was negatively associated with choosing paediatrics and non-procedural specialties. Higher study satisfaction favoured a preference for paediatrics and non-procedural specialties. A preference for plastic surgery was associated with higher overall EI and lower overall SOC, whereas a preference for endocrinology was associated with better self-reported peer relationships.

conclusionsMedical students’ specialty preferences are associated with psychological factors and academic experiences. The results may support career counselling and mentoring programs, helping students make more informed career decisions.

Indexed as

Career ChoiceEmotional IntelligenceMedicineSpecializationStudents, MedicalAdultCross-Sectional StudiesFemaleHumansMalePolandSense of CoherenceSurveys and QuestionnairesYoung AdultCareer ChoiceCross-Sectional StudiesEmotional IntelligenceSense of CoherenceSpecialty PreferenceStudents, Medical

Identifiers

PMID41981567
PMCPMC13224650

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