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Record W4214701169 · doi:10.1177/03080226211042272

Examining utility and feasibility of implementing patient-reported outcome measures in occupational therapy primary care practice

2022· article· en· W4214701169 on OpenAlexaff
Carri Hand, Catherine Donnelly, Nicole Bobbette, Maria Borczyk, Martha Bauer, Collen O’Neill

Bibliographic record

VenueBritish Journal of Occupational Therapy · 2022
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsHamilton Health SciencesUniversity of TorontoQueen's UniversityCentre for Addiction and Mental HealthWestern University
Fundersnot available
KeywordsOccupational therapyPromTest (biology)MedicinePrimary careScale (ratio)NursingBest practiceFamily medicinePsychologyPhysical therapy

Abstract

fetched live from OpenAlex

Introduction: Occupational therapists are increasingly part of interprofessional primary care teams, helping to expand primary care to meet client needs. Effectiveness of occupational therapy services is difficult to determine with currently collected data, and little is known about the best tools to use or how to integrate tools into practice. We explored the utility and feasibility of implementing patient-reported outcome measures (PROMs) within occupational therapy primary care practice. Method: We integrated pre-test/post-test and exploratory qualitative designs. Over 7 months, nine occupational therapists administered two PROMs to clients receiving falls prevention services, addressing falls efficacy and participation in daily occupations. Subsequent interviews with therapists explored the utility and feasibility of using the tools. We assessed pre-to-post change in PROM scores and thematically analyzed interview data. Results: The occupational therapists valued measuring function and participation in daily occupations to inform practice, communicate with team members, and demonstrate effectiveness. The falls efficacy scale appeared to capture change over time and was feasible to implement at pre-test. Conclusion: PROMs appear useful within occupational therapy primary care falls prevention services and can be feasible with attention to administration processes. Further development and testing of PROMs is needed to support occupational therapy primary care 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 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)0.169
metaresearch head score (Gemma)0.266
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 score0.169
Threshold uncertainty score0.892

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1690.266
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0010.002
Scholarly communication0.0030.003
Open science0.0020.003
Research integrity0.0010.002
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 head0.482
GPT teacher head0.528
Teacher spread0.046 · 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
Published2022
Admission routes1
Has abstractyes

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