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Record W4323842734 · doi:10.1080/14473828.2023.2174653

A global survey on occupational therapy education: Findings and implications for diploma level education

2023· article· en· W4323842734 on OpenAlexaff
Claudia von Zweck, Ritchard Ledgerd, Samantha Shann, Tecla Mlambo

Bibliographic record

VenueWorld Federation of Occupational Therapists Bulletin · 2023
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsCanadian Association of Occupational Therapists
Fundersnot available
KeywordsCredentialOccupational therapyGovernment (linguistics)Medical educationBachelorJurisdictionLicensureCredentialingPsychologyPublic relationsMedicinePolitical scienceBusiness

Abstract

fetched live from OpenAlex

The 2016 Minimum Standards for the Education of Occupational Therapists published by the World Federation of Occupational Therapist (WFOT) recognise that the competencies required for practice as an occupational therapist necessitate that occupational therapy programmes be situated in institutes of higher education, with graduates awarded a minimum of a bachelor’s degree or equivalent credential. Given this recognition, WFOT conducted a survey to understand issues that impact a transition to degree level education in jurisdictions that continue to offer diploma programmes. An overall 84% response rate was received for the online survey that was circulated to 98 WFOT member organisations in March 2021. Survey results indicated that diploma level education is offered in the jurisdiction of 15 member organisations. Only two of the member organisations indicated that a transition to degree level education is not a goal at this time, although for many, planning was at an early stage. Most member organisations with diploma level education identified the need to influence their government to enable widespread transition to degree level education. Factors most highly rated for influencing such a transition included awareness of competency requirements for occupational therapists, demand for occupational therapy services, access to upgrading programmes, availability of student practice placements, and government and regulatory standards. Recommended strategies to facilitate the transition process included engaging in advocacy and awareness raising, adopting a competency framework, creating opportunities for upgrading, and seeking out collaborative partnerships.

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)0.009
metaresearch head score (Gemma)0.019
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.047

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.019
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.008
Science and technology studies0.0010.001
Scholarly communication0.0010.002
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.297
GPT teacher head0.534
Teacher spread0.237 · 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 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

Citations4
Published2023
Admission routes1
Has abstractyes

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Same venueWorld Federation of Occupational Therapists BulletinSame topicOccupational Therapy Practice and ResearchFrench-language works237,207