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Record W3205882772 · doi:10.37185/lns.1.1.172

Empathy among Medical Students Studying Different Curricula: A Comparative Study

2021· article· en· W3205882772 on OpenAlexaboutno aff
Shezadi Sabah Imran, Ariba Umer, Asifa Khan, Bushra Bibi, Aqsa Zainab, Anam Rahim

Bibliographic record

VenueLife and Science · 2021
Typearticle
Languageen
FieldMedicine
TopicEmpathy and Medical Education
Canadian institutionsnot available
Fundersnot available
KeywordsEmpathyCurriculumLikert scalePsychologyMedical educationClinical psychologyMathematics educationMedicineDevelopmental psychologySocial psychologyPedagogy

Abstract

fetched live from OpenAlex

Objective: To determine and compare empathy among medical students, studying two different curricula.Study Design: Cross Sectional.Place and Duration of Study: The study was carried out at the Department of Community Medicine of WahMedical College, Wah Cantt from January 2018 to June 2018.Materials and Methods: The study was carried out on second and fourth year MBBS students. The sample sizewas 90, calculated by Open Epi calculator and the students were selected by using stratified random samplingtechnique. A data collection tool comprised of two parts; demographic information about the individual wascollected in the first part and second part was based on Toronto Empathy Questionnaire. The questionnaire had16 questions and scored between 0-64. The questions were responded on a Likert scale of never, rarely,sometimes, often and always. The data was analyzed by using software program of SPSS version 20. Descriptivestatistics and Mann-Whitney U test was applied to compare the mean scores of empathy of students studyingdifferent curricula.Results: Mean score of empathy among students was 42.89+ 8.535. Mean empathy score of 2 year studentsth nd was 45.58 +7.203 and 4 year students came out to be 40.20 +8.981. Empathy was statistically significant in 2 year students and in female students; female students' empathy score was 46.38 while male students score was 39.40.Conclusion: It is concluded that 2 year students who studied integrated curriculum showed higher empathyth scores than 4 year students studying traditional curriculum. Moreover, female students showed significantlyhigher empathy scores as compared to the male students.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.003
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.056
GPT teacher head0.398
Teacher spread0.342 · 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 source (direct Gemma or distilled Codex), 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".

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Citations2
Published2021
Admission routes1
Has abstractyes

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