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Record W2788451913 · doi:10.3138/ptc.2016-107.pc

Integrating Physiotherapists into Primary Health Care Organizations: The Physiotherapists' Perspective

2018· article· en· W2788451913 on OpenAlexaffvenueabout
Sai Maharaj, Inderdeep Dhugge, Maria Gayevski, Asya Muradyan, Katherine McLeod, Amanda Smart, Cheryl Cott

Bibliographic record

VenuePhysiotherapy Canada · 2018
Typearticle
Languageen
FieldHealth Professions
TopicNursing Roles and Practices
Canadian institutionsCanadian Physiotherapy AssociationUniversity of Toronto
Fundersnot available
KeywordsThematic analysisQualitative researchMedicineNursingHealth careMedical education

Abstract

fetched live from OpenAlex

Purpose: This study's purpose was to gain insight into physiotherapists' perspectives on the perceived barriers and facilitators of integrating physiotherapists into primary health care (PHC) teams. Method: A qualitative descriptive approach consisting of semi-structured face-to-face or telephone interviews was used. Interviews were audio recorded, transcribed verbatim, and checked by the interviewers to ensure trustworthiness. Data were analyzed using Braun and Clarke's six steps to thematic analysis. Results: Eight participants were interviewed, representing physiotherapists from diverse demographics and geographical regions in Ontario. Common themes discussed were the orientation process, their experiences of integrating the physiotherapist's role into the organization, programme development compared with one-to-one care, the characteristics of the physiotherapist and the interdisciplinary team, and the resources available in the organization. Our key findings of influential factors for integration were (1) the diversity and novelty of new physiotherapists' role, (2) team members' understanding of the physiotherapists' role, and (3) physiotherapists' actions and values regarding PHC. Conclusions: The integration process is affected by factors ranging from individual to system levels. The integration of physiotherapists into PHC would be enhanced by a greater understanding of the role of physiotherapy in PHC by physiotherapists, other health care professionals, and system planners.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.769
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0040.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.009
GPT teacher head0.397
Teacher spread0.388 · 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 designNot applicable
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

Citations51
Published2018
Admission routes3
Has abstractyes

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