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Record W4399970957 · doi:10.1080/09593985.2024.2368593

Evaluating the importance of a core competency and capability framework for advanced practice physiotherapy: A cross-sectional survey

2024· article· en· W4399970957 on OpenAlexaffabout
Andrews K. Tawiah, Emma Stokes, Marguerite Wieler, François Desmeules, Laura Finucane, Jeremy Lewis, Jonathan Warren, Katie Lundon, Tim Noblet, Caitríona Cunningham, Linda J. Woodhouse

Bibliographic record

VenuePhysiotherapy Theory and Practice · 2024
Typearticle
Languageen
FieldHealth Professions
TopicNursing Roles and Practices
Canadian institutionsUniversity of TorontoUniversité de MontréalUniversity of AlbertaWestern University
FundersNational Institute for Health and Care Research
KeywordsCross-sectional studyPhysical therapyCore (optical fiber)MedicinePhysical medicine and rehabilitationPsychologyMedical educationComputer science

Abstract

fetched live from OpenAlex

INTRODUCTION: The need for a global core competency and capability framework for advanced practice physiotherapy is important due to the rapidly changing nature of health care delivery internationally and the need to standardize advanced practice physiotherapy. OBJECTIVE: To determine the importance of a proposed international core competency and capability framework for advanced practice physiotherapy. METHODS: We conducted a cross-sectional online survey of advanced practice physiotherapists across seven countries. The importance of each competency and capability was rated on a five-point agreement Likert scale. Participants were from the United Kingdom, Ireland, Australia, New Zealand, Canada, Switzerland and Argentina. RESULTS: A total of 99 participants completed the survey, comprising 63% (57/90) females and 33% (30/90) males. Sixty percent, 60% (54/90), had over 20 years of experience. The survey participants represented a diverse geographic distribution, with 25% (23/90) from Australia, 25% (23/90) from Canada, 18% (6/90) from New Zealand, and 18% (6/90) from the United Kingdom. Four percent 4% (4/90) from Ireland, and 4% (4/90) from other countries (Switzerland and Argentina). The survey revealed a strong consensus among participants, with all competencies and capabilities ranked as high and considered important to advanced practice. CONCLUSION: This study demonstrates a consensus among advanced practice physiotherapists across seven countries on the importance of a proposed competency and capability framework. The findings highlight the need for a global standard in advanced practice physiotherapy, particularly in light of the rapidly changing healthcare landscape.

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)0.019
metaresearch head score (Gemma)0.016
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.166
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0190.016
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.124
GPT teacher head0.577
Teacher spread0.453 · 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 designTheoretical or conceptual
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
Published2024
Admission routes2
Has abstractyes

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