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Record W4292249851 · doi:10.1080/09593985.2022.2113942

What is ‘disability’? Exploring the conceptions of internationally educated learners in a Canadian physical therapy bridging program

2022· article· en· W4292249851 on OpenAlexaffabout
Jessica L. Chiang, Diane Kim, Carissa Siu, Blaire White, Megan Zhu, Sharon Switzer‐McIntyre, Barbara E. Gibson

Bibliographic record

VenuePhysiotherapy Theory and Practice · 2022
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsConceptualizationBridging (networking)PsychologyLearning disabilityMedical educationPedagogyMedicineDevelopmental psychology

Abstract

fetched live from OpenAlex

BACKGROUND: Physiotherapists' understanding of disability has direct relevance for their practices and work with disabled people. PURPOSE: To explore how physiotherapists from diverse backgrounds, cultures and social locations conceptualize disability. Understanding their conceptualizations will provide insight to determine future directions regarding disability education, in healthcare education, to optimize the quality of care and life for individuals with disabilities. METHODS: Six internationally educated physiotherapists enrolled in a Canadian physical therapy bridging program were interviewed and data were analyzed for themes. RESULTS: Participants' conceptualizations of disability were complex and a dynamic process that reflected what was 'thinkable' in relation to experience, such as with social location and in personal, professional and educational domains. This primary theme was reflected in three subthemes: 1) Professional PT acculturation shaped disability conceptualization in particular ways; 2) Medical model as the dominant way of thinking; and 3) Social model thinking was more feasible in resource rich contexts. CONCLUSION: These results reinforce the benefits of a wide exposure to different ways of conceptualizing and addressing disability within PT education to counter the dominance of the medical model and reinforce the importance of advocacy and allyship with disabled people.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.010
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.940
Threshold uncertainty score0.437

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.011
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.002
Science and technology studies0.0260.022
Scholarly communication0.0110.004
Open science0.0030.011
Research integrity0.0020.007
Insufficient payload (model declined to judge)0.0030.000

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 head0.124
GPT teacher head0.520
Teacher spread0.396 · 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 source (direct Gemma or distilled Codex), 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

Citations7
Published2022
Admission routes2
Has abstractyes

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