MétaCan
Menu
Back to cohort
Record W4411213944 · doi:10.2147/amep.s519244

Implementing Team-Based Learning in Physiotherapy Education: Students’ Perceptions and Preferences Compared to the Traditional Lecture

2025· article· en· W4411213944 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueAdvances in Medical Education and Practice · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicProblem and Project Based Learning
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsTeam-based learningMedical educationPerceptionPsychologyPhysical therapyMedicineNeuroscience

Abstract

fetched live from OpenAlex

Introduction: Team-Based Learning (TBL) is an educational strategy designed for small groups that can be effectively implemented across various educational levels. The aim of TBL is the development of meaningful learning teams, facilitating student interaction and effective communication in problem-solving. It is hypothesized that the use of TBL demonstrates higher levels of satisfaction, engagement and responsibility regarding the acquisition of knowledge than the traditional method of master class. Methods: A cross-sectional study was carried out. Twenty-four university students enrolled in the subject of Clinical Reasoning and Evidence Based Practice of the Physiotherapy Master´s programme during the academic year 2022-23 were included. Engagement, satisfaction and preferences were collected through the TBL Student Assessment Instrument (TBL-SAI). Results: Twenty-three students were included in the final analysis, with a mean age of 25.29 ± 3.84 years. The results obtained from the TBL-SAI indicated a score of 25.57 on the accountability subscale, 51.04 on the preference for this learning approach subscale, and 32.43 on the overall satisfaction subscale. Conclusion: Students found TBL to be engaging, fostering greater responsibility for both individual and group learning. Compared to traditional lectures, TBL sessions were preferred by students, reflecting a higher level of satisfaction with this collaborative learning approach. Further investigation is warranted to assess long-term knowledge retention and to ensure alignment between TBL activities and intended learning objectives.

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)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.883
Threshold uncertainty score0.502

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
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 head0.022
GPT teacher head0.462
Teacher spread0.440 · 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