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Record W2138784761 · doi:10.3109/09593985.2012.676936

Critical approaches in physical therapy research: Investigating the symbolic value of walking

2012· article· en· W2138784761 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenuePhysiotherapy Theory and Practice · 2012
Typearticle
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsUniversity of TorontoHolland Bloorview Kids Rehabilitation Hospital
Fundersnot available
KeywordsNormalityValue (mathematics)FeelingPerspective (graphical)Dimension (graph theory)Critical theorySociologyPsychologyRehabilitationCerebral palsyEpistemologySocial psychologyComputer science

Abstract

fetched live from OpenAlex

Research using a critical social science perspective is uncommon in physiotherapy (PT) despite its potential advantages for investigating questions other approaches cannot address. Critical approaches can be used to expose ideas and concepts that are dominant, given, or taken-for-granted in practice in order to reflect on how "things could be otherwise." The purpose of this paper is to use an example of research examining the symbolic value of walking to outline the key features of critical research and its application to PT. The study drew from Pierre Bourdieu's sociology of practice to illuminate how socially ingrained notions of normality and disability are reflected in rehabilitation practices and affect parents and children with cerebral palsy. Dominant social assumptions about the value of walking are shown to shape individual choices and contribute to parental feelings of angst and doubt, and negative self-identities for children. The example reveals how critical approaches to research can be used to reveal the socio-political dimension of rehabilitation practice and address important research questions that have been largely neglected.

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.

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)0.006
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.142
Threshold uncertainty score0.335

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.157
GPT teacher head0.444
Teacher spread0.288 · 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