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Record W4410442692 · doi:10.3390/bs15050683

Personality Traits and Empathy in Relation to Attitudes About Communication Between Medical Students and Patients

2025· article· en· W4410442692 on OpenAlexaboutno aff
Lorena Mihaela Grebenisan, Andreea Sima-Comaniciu, Emese Lukács, Aurel Nireştean, Elena Gabriela Strete, Horia Marchean, Bianca Larisa Abalasei, Andrei Cotruş, Alex-Claudiu Boacă, Ileana Marinescu, Adriana Mihai

Bibliographic record

VenueBehavioral Sciences · 2025
Typearticle
Languageen
FieldMedicine
TopicEmpathy and Medical Education
Canadian institutionsnot available
Fundersnot available
KeywordsEmpathyRelation (database)Big Five personality traitsPsychologyPersonalitySocial psychologyClinical psychologyApplied psychologyComputer science

Abstract

fetched live from OpenAlex

The medical profession requires continuous knowledge acquisition, effective communication skills, an appropriate level of empathy, and a personality profile that can support high-quality patient care. (1) The purpose of this study was to research whether there are associations or correlations between personality dimensions, empathy, and the attitudes of medical students regarding the learning of communication skills. (2) We conducted a pilot study with 267 first- and sixth-year medical students from the George Emil Palade University of Medicine, Pharmacy, Sciences, and Technology of Targu Mures as the subjects. The students were evaluated using the DECAS personality inventory, the Romanian communication skills ability scale, and Toronto empathy scale. (3) Our results showed that regarding the level of empathy (p = 0.09) and positive attitudes related to communication skills (p = 0.52), there were no statistically significant differences between first- and sixth-year medical students. On the other hand, in the case of negative attitudes, it was observed that there was a statistical significance (p = 0.0003). It was also observed that there was a positive association between agreeableness and empathy (OR = 6.12, p < 0.0001) and a negative association between emotional stability and empathy (OR = 0.45, p = 0.01). Correlations were also found between positive attitudes related to communication skills with patients and the personality dimensions of conscientiousness (r = 0.21, p = 0.0004) and agreeableness (r = 0.15, p = 0.01), as well as between negative attitudes related to communication skills with patients and the agreeableness dimension (r = −0.23, p = 0.0001) and emotional stability dimension (r = −0.13, p = 0.02). Furthermore, the two proposed models confirmed the influence that personality and empathy have on attitudes towards learning communication skills. (4) The findings of this study show that both the personality structure and the empathy of a student are linked to their attitudes about communication.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.048
Threshold uncertainty score0.216

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.075
GPT teacher head0.450
Teacher spread0.375 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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