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Record W2127050246 · doi:10.3138/ptc.2013-22

Understanding Physiotherapists' Roles in Ontario Primary Health Care Teams

2014· article· en· W2127050246 on OpenAlexaffvenueabout
Sinéad Dufour, S. Deborah Lucy, Judith Belle Brown

Bibliographic record

VenuePhysiotherapy Canada · 2014
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsWestern UniversityMcMaster University
Fundersnot available
KeywordsMandateGrounded theoryNegotiationContext (archaeology)NursingMedicineHealth careQualitative researchConstructivist grounded theoryPerspective (graphical)Medical educationSociologyPolitical science

Abstract

fetched live from OpenAlex

PURPOSE: To understand physiotherapists' roles and how they are enacted within Ontario primary health care (PHC) teams. METHODS: Following a pragmatic grounded theory approach, 12 physiotherapists practising within Ontario PHC teams participated in 18 semi-structured in-depth in-person interviews. All interviews were audiotaped and transcribed verbatim, then entered into NVIVO-8. Coding followed three progressive analytic stages and was iterative in nature, guided by grounded theory. An explanatory scheme was developed. RESULTS: Physiotherapists negotiate their place within the PHC teams through five interrelated roles: (1) manager; (2) evaluator; (3) collaborator; (4) educator; and (5) advocate. These five roles are influenced by three contextual layers: (1) inter-professional team; (2) community and population served; and (3) organizational structure and funding. Canada's PHC mandate (access, teams, information, and healthy living) frame the contexts that influence role enactment. CONCLUSIONS: To fulfill the PHC mandate, physiotherapists carry out multiple roles that are based on a broad holistic perspective of health, within the context of a collaborative inter-professional team and the community, through an evidenced-informed approach to care. There appear to be multiple ways of successfully integrating physiotherapists within PHC teams, provided that role enactment is context sensitive and congruent with the mandate of PHC.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.397
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.075
GPT teacher head0.414
Teacher spread0.339 · 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

Citations44
Published2014
Admission routes3
Has abstractyes

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