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Record W4389883503 · doi:10.1080/09593985.2023.2285419

From reflection to phronesis in ‘good’ physiotherapy practice

2023· article· en· W4389883503 on OpenAlexaff
Michelle J. Kleiner, Elizabeth Anne Kinsella, Maxi Miciak, Gail Teachman, David M. Walton

Bibliographic record

VenuePhysiotherapy Theory and Practice · 2023
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsUniversity of AlbertaMcGill UniversityBarrie Urology GroupWestern University
Fundersnot available
KeywordsPhronesisFlourishingReflection (computer programming)Reflective practiceHealth professionalsMedicineMedical educationNursingPsychologyPedagogyHealth careEpistemologyPolitical scienceSocial psychology

Abstract

fetched live from OpenAlex

BACKGROUND: Reflection is promoted in health professional education as a way to learn in and on practice. 'Being reflective' is considered important to 'good' and 'expert' physiotherapy practice, yet there is limited research on reflective practices of experienced physiotherapists. For Aristotle, a good person reasons and acts in ways to promote human flourishing. Physiotherapists' perspectives on the place of reflection in good practice has the potential to advance professional understandings of how it may be enacted. Such knowledge may inform health professions education, regulatory guidelines, professional practices, and patient interactions. PURPOSE: The purpose of this research was to examine experienced musculoskeletal (MSK) practitioners' perceptions of reflection in the practice of a 'good' physiotherapist. METHODS: A secondary analysis of data arising from a hermeneutic phenomenological study into physiotherapists' perceptions of the qualities and practices that constitutes a 'good' physiotherapist was undertaken. The secondary analysis focused on ways of 'being reflective', which emerged as a major theme in the original study. FINDINGS: Six themes were identified related to 'being reflective' in a 'good' physiotherapist: 1) learning from experience; 2) integrating multiple perspectives; 3) navigating indeterminate zones; 4) developing embodied knowledge; 5) questioning assumptions; and 6) cultivating wisdom. CONCLUSIONS: Findings support the notion that 'good' physiotherapy involves a disposition toward making wise judgments through reflection. This practice-based knowledge can inform educational initiatives that nurture practices that foster attention to reflective processes that inform phronesis in professional life. Through reflexivity on what the profession takes for granted, physiotherapists may be better prepared when navigating the indeterminate zones of practice.

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)0.008
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.849
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0000.002
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.002

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 head0.087
GPT teacher head0.565
Teacher spread0.478 · 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; both teacher heads agree on what is shown here.

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

Citations0
Published2023
Admission routes1
Has abstractyes

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