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Record W2135927933 · doi:10.3109/09638288.2012.748841

Knowledge translation in physical therapy: from theory to practice

2013· article· en· W2135927933 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueDisability and Rehabilitation · 2013
Typearticle
Languageen
FieldHealth Professions
TopicHealth Policy Implementation Science
Canadian institutionsMcGill UniversityUniversité de MontréalCentre for Interdisciplinary Research in RehabilitationInstitut de Readaptation Gingras Lindsay de Montreal
Fundersnot available
KeywordsKnowledge translationPsychological interventionContext (archaeology)Evidence-based practiceIntervention (counseling)Knowledge managementSystematic reviewMedical educationGrounded theoryProcess (computing)PsychologyScientific evidenceMedicineMEDLINEComputer scienceNursingQualitative researchAlternative medicinePolitical scienceSociology

Abstract

fetched live from OpenAlex

PURPOSE: Knowledge translation (KT) has emerged as a concept that can lead to a greater utilization of evidence-based research in systems of care. Despite a rise in KT research, the literature on KT in relation to physical therapy practice is scarce. This article provides physical therapists (PTs) with recommendations that can support the effective implementation of new knowledge and scientific evidence in clinical practice. METHOD: Recommendations are grounded in the Ottawa Model of Research Use and in the literature in KT in the health professions. RESULTS: A well-established KT process, which is supported by a planning model, is essential to guide the implementation of scientific evidence. Consensus among all stakeholders about what evidence will be implemented must be reached. Context-related barriers and facilitators should be assessed and tailored active and multi-component interventions should be considered. Participation from individuals in intermediary positions (e.g. opinion leaders) supports implementation of KT interventions. Monitoring of the process and assessment of intended outcomes should be performed in order to assess the success of the implementation. CONCLUSION: Five major recommendations grounded in the Ottawa model are provided that can assist PTs with the complex task of implementing new knowledge in their clinical practice. IMPLICATIONS FOR REHABILITATION: In order to support EBP, knowledge translation interventions can be used to support best practice. Implementation of new knowledge should be guided by a framework or a conceptual model. Consensus on the evidence must be reached and assessment of context-related factors should be done prior to the implementation of any KT intervention. Intervention strategies should be active, multi-component and include individuals with intermediary positions that can facilitate the KT process.

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.

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)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.755
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.343
GPT teacher head0.627
Teacher spread0.284 · 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