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Record W3205695867 · doi:10.1080/19411243.2021.1934238

Toward a Conceptual Framework for Occupational Therapist-Teacher Collaborations

2021· article· en· W3205695867 on OpenAlexafffund
James Wintle, Terry Krupa, Chris Deluca, Heidi Cramm

Bibliographic record

VenueJournal of Occupational Therapy Schools & Early Intervention · 2021
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsQueen's University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsOccupational therapyConceptual frameworkCentralityPsychologyQualitative researchMedical educationThe Conceptual FrameworkPedagogyApplied psychologyMedicineSociology

Abstract

fetched live from OpenAlex

Background. Occupational therapists and teachers often collaborate for the benefit of students. Purpose. This work aims to develop a conceptual framework for collaboration between occupational therapists and teachers in a school-based setting. Methods. A multiple method, qualitative methodology was employed. An integrative analysis of findings between a scoping review and interviews of occupational therapists (n = 5), teachers (n = 5), and parents of students receiving school-based occupational therapy (n = 3) was conducted to develop a conceptual model. Findings. The conceptual framework describes the enabling factors and tensions in collaboration while emphasizing the centrality of both trust and co-equal status between collaborating occupational therapists and teachers. Implications. This conceptual framework may be used to better understand collaboration between occupational therapists and teachers and may be used to inform policy on school-based occupational therapy.

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)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.194
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0060.000

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 head0.329
GPT teacher head0.537
Teacher spread0.208 · 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

Citations6
Published2021
Admission routes2
Has abstractyes

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