MétaCan
Menu
Back to cohort
Record W4400414299 · doi:10.36834/cmej.78346

Agentivité : perspectives des ergothérapeutes quant à leur sentiment de compétence et leurs compétences à la suite d’une formation

2024· article· fr· W4400414299 on OpenAlexaffvenue
Annie Carrier, Alexandra Éthier, Michael F. Beaudoin, Anne Hudon, Denis Bédard, Emmanuelle Jasmin, Étienne Lavoie-Trudeau, France Verville

Bibliographic record

VenueCanadian Medical Education Journal · 2024
Typearticle
Languagefr
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsCanadian Association of Occupational TherapistsCentres Intégré Universitaires de Santé et de Services SociauxUniversité de MontréalCentre de Santé et de Services Sociaux de la Vieille-CapitaleUniversité de Sherbrooke
Fundersnot available
KeywordsSuiteHumanitiesComputer sciencePolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Context: To tackle the systemic injustices experienced by people in vulnerable situations, occupational therapists' agency, i.e. their power to act, is necessary. However, occupational therapists feel ill-equipped to exercise this power, and would like to develop their skills. The general aim of this research was therefore to document occupational therapists' perception of their skills before and after agency training. Methods: We used a mixed sequential explanatory design, comprising a quantitative component consisting of a pre- and post-training self-administered questionnaire and a descriptive qualitative component with group interviews. Results: A total of 103 occupational therapists completed the training between January 19 and October 19, 2019. Their sense of competence improved, especially for those with no prior training in agency. The skills perceived as having developed the most corresponded to the skills deemed a priority for development, namely effective communication, intentional collaboration, and observation and analysis. On the other hand, occupational therapists emphasized that they had not mastered the exercise of these skills in a real-life context. Conclusion: Although continuing education is one way of improving the skills needed to exercise agency, questions remain as to the optimal modalities for ensuring their full and lasting development.

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)0.012
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.023
Threshold uncertainty score0.061

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0050.014
Scholarly communication0.0130.006
Open science0.0010.003
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0050.001

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 head0.136
GPT teacher head0.468
Teacher spread0.332 · 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 designQualitative
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

Citations1
Published2024
Admission routes2
Has abstractyes

Explore more

Same venueCanadian Medical Education JournalSame topicOccupational Therapy Practice and ResearchFrench-language works237,207