Physiotherapy as bricolage: Theorizing expert practice
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Theories about how knowledge is sought and applied in clinical practice are often referred to as practice epistemologies, and have not been extensively explored in the physiotherapy profession. Tacit assumptions about what counts as physiotherapy knowledge thus form the basis for many approaches to gaining and using information in practice. The purpose of this paper is to propose a physiotherapy practice epistemology, through the notion of the bricoleur, which takes an alternative approach to understanding how knowledge might best be viewed in relation to physiotherapy. The term bricoleur refers to a handyman or handywoman who uses all tools and types of knowledge available. The notion of physiotherapists as bricoleurs recognizes that all practice knowledge is situated within social, cultural, and historical contexts that shape our beliefs about what counts as physiotherapy knowledge. This recognition leads physiotherapists who act as bricoleurs to embrace multiple epistemologies, discovering new ways of knowing and clinical reasoning strategies to provide a more holistic approach to physiotherapy practice. The relationships between expertise in clinical reasoning and the epistemology of the bricoleur are then addressed, explicating the utility of multiple epistemologies in achieving excellent physiotherapy care. A bricoleur's epistemology is then applied to the concept of expertise in physiotherapy, de-stabilizing the notion that a single authoritative approach to the practice of physiotherapy ought to be idealized.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.069 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it