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Record W4408667653 · doi:10.1177/00084174251327348

Occupational Therapy Professional Identity: Learning From the <i>Muriel Driver Memorial</i> Lectures

2025· article· en· W4408667653 on OpenAlexvenueaboutno aff
Yasmine Frikha, Andrew Freeman, Nancy Côté

Bibliographic record

VenueCanadian Journal of Occupational Therapy · 2025
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsnot available
Fundersnot available
KeywordsIdentity (music)Occupational therapyContext (archaeology)SociologySocial identity theoryCollective identityPublic relationsPsychologySocial scienceAestheticsPoliticsPolitical scienceSocial groupLawHistoryPsychiatry

Abstract

fetched live from OpenAlex

Background. Given the well-documented professional identity challenges experienced by occupational therapists, reinforcing the profession's identity (collective and individual) is crucial for navigating changing environments and optimizing its contribution. The Muriel Driver Memorial Lectureship is an important component of the collective identity of the profession in Canada. Purpose . A professional identity lens was used to trace the evolution of the profession's collective identity in Canada through this lectureship. Method. Using sociological professional identity theory, a documentary longitudinal analysis was conducted on the 43 published lectureship articles (1975–2023), identifying key messages, values, knowledge, and practices. Findings. Eight main themes were identified: professional identity, epistemology, axiology, change and leadership, contribution, history, quality, and technology. The analysis revealed an evolving common base of values (occupation, client-centred, social justice) and knowledge (occupation-centred). Persistent challenges included defining theoretical foundations, resisting the biomedical model, and realizing the social vision in practice. The lectures highlighted occupational therapists’ evolving roles and ability to contribute to and lead change. Conclusion. The lectures provide insights into the evolution of occupational therapy's collective identity in Canada. Despite ongoing challenges, the contemporary context appears to be increasingly favourable for occupational therapists to practise consistent with the collective identity trends identified.

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)0.004
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.566
Threshold uncertainty score0.874

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0100.006
Scholarly communication0.0070.002
Open science0.0010.005
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0060.001

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 head0.220
GPT teacher head0.501
Teacher spread0.282 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations2
Published2025
Admission routes2
Has abstractyes

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