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Record W2969411963 · doi:10.3138/ptc-2018-0061

Physiotherapists’ Perspectives on the Threats Facing Their Profession in the Areas of Leadership, Burnout, and Branding: A Pan-Canadian Perspective from the Physio Moves Canada Project, Part 3

2019· article· en· W2969411963 on OpenAlexaffvenueabout
David M. Walton

Bibliographic record

VenuePhysiotherapy Canada · 2019
Typearticle
Languageen
FieldHealth Professions
TopicNursing Roles and Practices
Canadian institutionsWestern University
Fundersnot available
KeywordsThematic analysisFocus groupCLARITYQualitative researchPerspective (graphical)ReputationRehabilitationHealth careMedicineNursingBurnoutPsychologyMedical educationPolitical sciencePhysical therapySociology

Abstract

fetched live from OpenAlex

Purpose: Physiotherapist is the professional designation of those who provide physiotherapy (PT). Physiotherapists have earned a reputation as important providers of medical and non-medical rehabilitation for Canadians after injury, illness, or surgery. Despite the fact that physiotherapy has a nearly 100-year presence in Canada, some would suggest that practitioners arguably remain under-recognized for the value they offer to the spectrum of health care. Method: In the latter half of 2017, a cross-Canada qualitative study was conducted through which a subgroup of physiotherapists in every Canadian province and in Yukon Territory volunteered to share their perspectives on the threats facing the current practice of physiotherapy in the next 5–15 years. The data were collected from a series of nominal-group-technique-based focus groups and one-on-one interviews and then analyzed to condense the ideas generated into themes. A total of 117 physiotherapy professionals participated in focus sessions or one-on-one interviews as part of the Physio Moves Canada project, which was set up to explore, capture, and synthesize the perspectives of academics, front-line clinicians, and administrators on the future of the profession. Results: This article, the third in a series, describes the results of the descriptive thematic analysis of three identified threats: issues pertaining to professional leadership and direction, clinician burnout, and clarity of the physiotherapy brand. Informed by 11 sub-themes, the results suggest that participants were concerned about the ability of the professional body to mobilize toward shared and common goals while simultaneously defending against external pressures and internal disagreements on what exactly physiotherapy as a discipline is meant to be. Many respondents also identified reasons for optimism if the professional community is able to work together as a large and motivated single entity. Conclusions: The findings are described in terms of possible directions for priority investment of resources or critical reflection by professional leadership, educators, and regulators.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.106
Threshold uncertainty score0.984

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 science0.0010.000
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 head0.058
GPT teacher head0.362
Teacher spread0.304 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations31
Published2019
Admission routes3
Has abstractyes

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