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Record W4416805493 · doi:10.2196/79771

Enhancing Clinical Competencies Through Peer Role-Play in Oncology Graduate Students: Mixed Methods Study

2025· article· en· W4416805493 on OpenAlexvenueno aff
Yao Wang, F. Wang, G. Liu, Y. Luo, Hongjun Ba, John D. Long

Bibliographic record

VenueJMIR Medical Education · 2025
Typearticle
Languageen
FieldMedicine
TopicEmpathy and Medical Education
Canadian institutionsnot available
Fundersnot available
KeywordsPeer groupPatient careGraduate studentsMEDLINEClinical OncologyClinical clerkshipEducational measurement

Abstract

fetched live from OpenAlex

BACKGROUND: Clinical competency is essential for oncology students to deliver high-quality patient care. However, traditional teaching methods may not fully support the development of critical skills such as communication, empathy, and clinical judgment. Peer role-play has emerged as a promising approach to bridge these gaps by enhancing interpersonal and diagnostic competencies within clinical settings. OBJECTIVE: This study aims to evaluate the effectiveness of peer role-play in developing clinical competencies among oncology graduate students during their clinical rotation. METHODS: This study involves 70 first-year oncology graduate students from Affiliated Cancer Guangzhou Medical University Cancer Hospital in a 3-month clinical rotation within the department of oncology from January 2022 to December 2023. Participants were randomly assigned to either a peer role-play group (n=35) or a traditional teaching group (n=35), ensuring balanced gender and baseline competencies. The role-play group engaged in a structured curriculum that included case presentation, classroom instruction, and weekly role-play sessions, with debriefing and feedback sessions following each role-play. The traditional teaching group adhered to a standard curriculum without role-play exercises. Assessments included a baseline oncology theory exam, Mini-Clinical Evaluation Exercise for clinical competency evaluation, and a satisfaction survey for the role-play group. RESULTS: Baseline theory exam scores were comparable between the 2 groups (P=.08). However, the peer role-play group demonstrated significant improvements in doctor-patient communication, medical history taking, clinical judgment, and overall clinical competence compared to the traditional teaching group (P<.05). Furthermore, students in the role-play group reported high levels of satisfaction, citing scenario realism, communication practice opportunities, and feedback quality as key benefits. CONCLUSIONS: This study indicates that peer role-play is an effective educational approach for developing clinical competencies in oncology graduate students, particularly in communication, empathy, and clinical reasoning. Role-play provides an engaging and practical learning experience, making it a valuable addition to clinical training programs aimed at enhancing patient-centered care skills in 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)0.008
metaresearch head score (Gemma)0.007
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.065
GPT teacher head0.555
Teacher spread0.490 · 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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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