MétaCan
Menu
Back to cohort
Record W7126053144 · doi:10.26681/jote.2025.090413

Enhancing Intraprofessional Collaboration in Occupational Therapy: Evaluation of an Online Course for Canadian OT and OTA Students

2025· article· W7126053144 on OpenAlexaffabout
Teresa R. Avvampato, Dianna Fong-Lee, Mark Hall, Marcia Finlayson

Bibliographic record

VenueJournal of Occupational Therapy Education · 2025
Typearticle
Language
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsQueen's UniversityUniversity of AlbertaConestoga College
Fundersnot available
KeywordsCompetence (human resources)Online coursePreparednessData collectionComputer-assisted web interviewingCourse (navigation)Collaborative learning

Abstract

fetched live from OpenAlex

An environmental scan conducted in 2022 highlighted a need for enhanced preparation for collaboration between occupational therapists (OTs) and occupational therapist assistants (OTAs) in Ontario, Canada. In response, an online course was developed to disseminate knowledge needed for effective OT-OTA intraprofessional collaboration (IntraPC) in the Canadian context. The objective of this study was to evaluate the effectiveness of the online course to improve perceived preparedness among Canadian OT and OTA students for OT-OTA IntraPC. Participants were Master’s-level OT students and diploma-level OTA students studying in Canada (N = 136), who were invited to complete the course by their program instructors. The course incorporated an integrated consent procedure and a retrospective pre/post-test survey, including the Interprofessional Collaborative Competencies Attainment Survey (ICCAS), to assess changes in participants' self-perceived collaborative competence following course completion. Results indicated a significant increase in self-perceived knowledge in and competence for OT-OTA IntraPC after completing the online course. The findings suggest that the online course effectively supports OT-OTA IntraPC preparation in Canada, marking a critical step toward enhancing collaborative practices in occupational therapy. While the course was effective, an online course alone is insufficient and additional scaffolded opportunities are needed to support OT-OTA IntraPC preparation and competence in real-world practice.

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)0.014
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.300
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0140.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0010.000
Scholarly communication0.0000.002
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.277
GPT teacher head0.612
Teacher spread0.335 · 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

Explore more

Same venueJournal of Occupational Therapy EducationSame topicOccupational Therapy Practice and ResearchFrench-language works237,207