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Record W4401280463 · doi:10.21020/husbfd.1427299

Comparison of Communication Skills and Empathy Levels of Physiotherapy and Rehabilitation Students According to Individual and Academic Characteristics: A Cross-Sectional Study

2024· article· en· W4401280463 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueHacettepe Üniversitesi Sağlık Bilimleri Fakültesi Dergisi · 2024
Typearticle
Languageen
FieldHealth Professions
TopicProblem Solving Skills Development
Canadian institutionsnot available
Fundersnot available
KeywordsEmpathyPsychologyBonferroni correctionRehabilitationInterpersonal communicationTest (biology)Analysis of varianceCommunication skillsScale (ratio)Clinical psychologySocial psychologyMedical educationMedicineMathematicsInternal medicineStatistics

Abstract

fetched live from OpenAlex

Objectives: This study aimed to compare the communication skills and empathy levels of physiotherapy and rehabilitation students according to their individual and academic characteristics. Material and Methods: A total of 481 physiotherapy and rehabilitation students (mean age: 20.43±1.85 years) were included in the study. Students' individual and academic characteristics, communication skills and empathy levels were recorded with a survey form structured with the “Google Forms” application. The structured survey form consisted of a short informational text about the study and its purpose, questions about the individual and academic characteristics of the students, and questions from the Communication Skills Scale and Toronto Empathy Scale. Comparison of two independent groups and more than two independent groups means were performed with the independent samples t-test and one-way analysis of variance (ANOVA), respectively. When a significant difference was found as a result of comparing the means of more than two groups, Bonferroni correction was used to determine which group caused this difference. Results: It was observed that the communication skills of students who were female (p=0.024), had a democratic family structure (p=0.004), did not have difficulties in interpersonal relationships (p˂0.001), and had a high perceived socio-economic level (p=0.022) were higher. Also, it was concluded that the empathy levels of female students were higher (p˂0.001), while the empathy levels of the 4th grade students were lower (p=0.003). Conclusion: These results revealed that students' communication skills and empathy levels differ according to individual and academic characteristics.

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.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.053
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.001
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 head0.055
GPT teacher head0.460
Teacher spread0.405 · 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