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Record W4281645748 · doi:10.1177/00084174221093466

The Nature of Theory Used in Practice Education: A Scoping Review

2022· review· en· W4281645748 on OpenAlexvenueno aff
Alis Moores, Karina Dancza, Merrill Turpin, Jodie Copley

Bibliographic record

VenueCanadian Journal of Occupational Therapy · 2022
Typereview
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsnot available
Fundersnot available
KeywordsOccupational therapyKnowledge managementPsychologyEngineering ethicsEpistemologyComputer scienceEngineering

Abstract

fetched live from OpenAlex

Background. Placements are key contexts for occupational therapy students to connect theoretical knowledge (theory) with practice. Theory relates to the prevailing ideas and concepts used by a profession. It can be derived within and outside the profession (discipline-specific knowledge and related knowledge, respectively). Purpose. This scoping review aimed to identify what is known about the nature of theoretical knowledge used in occupational therapy practice education. Method. A search of 4 electronic databases identified 19 relevant publications, data from which was extracted deductively. Findings. Inconsistent descriptions related to discipline-specific knowledge while related knowledge was often presented as not integrated with, or complementing, discipline-specific knowledge. Some authors referred to educational knowledge and methods informing student's theory use during placements. Implications. Educational methods need to provide a foundational platform, enabling novice learners to structure their thinking about ways discipline-specific and related knowledge can be used within an occupational framework on placement.

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)0.040
metaresearch head score (Gemma)0.142
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.040
Threshold uncertainty score0.212

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0400.142
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0060.004
Bibliometrics0.0330.030
Science and technology studies0.0020.004
Scholarly communication0.0090.008
Open science0.0030.004
Research integrity0.0050.003
Insufficient payload (model declined to judge)0.0040.001

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 head0.429
GPT teacher head0.626
Teacher spread0.197 · 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 designSystematic review
Domainnot available
GenreReview

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
Published2022
Admission routes1
Has abstractyes

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