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Record W4412618712 · doi:10.1111/tct.70161

Thinking About the Why: A Qualitative Study on Students' Perspectives of Paediatric Team‐Based Learning Discussions

2025· article· en· W4412618712 on OpenAlexafffund
Nikki A. Mitchell, Marghalara Rashid, Jessica L. Foulds, Karen Forbes

Bibliographic record

VenueThe Clinical Teacher · 2025
Typearticle
Languageen
FieldMedicine
TopicClinical Reasoning and Diagnostic Skills
Canadian institutionsUniversity of Alberta
FundersWomen and Children's Health Research InstituteChildren's Health Research Institute
KeywordsMedical educationPsychologyTeam-based learningQualitative researchMathematics educationMedicineSociology

Abstract

fetched live from OpenAlex

INTRODUCTION: Clinical reasoning skills are essential to medical practice. Team-based learning (TBL) using key-feature questions provides students an opportunity to explicitly practice clinical reasoning skills with peers. Understanding student experiences with this learning strategy may provide insights into optimizing learning experiences that foster clinical reasoning in preparation for the care of future patients. METHODS: A descriptive qualitative design explored third-year medical students' experiences of a clinical reasoning-focused virtual TBL session. Six focus groups involving 26 third-year medical students were conducted; audio recordings were transcribed verbatim. Themes were generated from analysed codes, drawing connections between common thoughts, processes and conditions experienced by participants. Data were verified, upholding principles of qualitative rigour to assure methodological credibility, transferability, confirmability and reflexivity. RESULTS: Data analysis revealed five themes: (a) self-confidence, including enabling and deterring factors and peer calibration; (b) co-learning with peers, with students identifying knowledge gaps and gaining experience establishing consensus; (c) trust, as related to sense and position of authority; (d) clinical reasoning strategies articulated by students and integrating peer feedback; and (e) clinical application, as a parallel to real-life patients involving choosing wisely and commitment to decisions. CONCLUSIONS: Students' perspectives on the clinical reasoning process were greatly impacted by clinical experience, including lack thereof. Their peer-to-peer experience highlights the power of social learning and trusting relationships on students' professional identity formation. How students translate learning from the classroom to authentic clinical encounters requires further study.

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)0.010
metaresearch head score (Gemma)0.149
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.177
Threshold uncertainty score0.858

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.149
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.002
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 head0.079
GPT teacher head0.503
Teacher spread0.424 · 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.

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 routes2
Has abstractyes

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