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Record W2945630835 · doi:10.3138/ptc-2018-39

Perspectives of Racialized Physiotherapists in Canada on Their Experiences with Racism in the Physiotherapy Profession

2019· article· en· W2945630835 on OpenAlexaffvenueabout
Shrey Vazir, Kaela Newman, Lara Kispal, Amanda E. Morin, Mu Yang, Meredith Y. Smith, Stephanie Nixon

Bibliographic record

VenuePhysiotherapy Canada · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicRacial and Ethnic Identity Research
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsRacismQualitative researchDiversity (politics)Prejudice (legal term)Inclusion (mineral)SociologyPsychologyGender studiesMedicineSocial psychologySocial science

Abstract

fetched live from OpenAlex

Purpose: We explored the perspectives of racialized physiotherapists in Canada on their experiences of racism in their roles as physiotherapists. Method: This qualitative descriptive cross-sectional study used semi-structured, one-on-one interviews. Data were organized using NVivo qualitative analysis software and analyzed using inductive and deductive coding following the six-step DEPICT method. Results: Twelve Canadian licenced physiotherapists (four men and eight women, three rural and nine urban, from multiple racialized groups) described the experiences of racism they faced in their roles as physiotherapists at the institutionalized, personally mediated, and internalized levels. These experiences were shaped by their personal characteristics, including accent, geographical location, and country of physiotherapy (PT) education. Participants described their responses to these incidents and provided insight into how the profession can mitigate racism and promote diversity and inclusion. Conclusions: Participants described interpersonal racism often mediated by location and accent and experiences of internalized racism causing self-doubt, but they most commonly detailed institutionalized racism. PT was experienced as being infused with Whiteness, which participants typically responded to by downplaying or ignoring. The findings from this study can be used to stimulate conversations in the Canadian PT community, especially among those in leadership positions, about not only acknowledging racism as an issue but also taking action against it with further research, advocacy, and training.

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)0.000
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 score0.033
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.011
GPT teacher head0.334
Teacher spread0.324 · 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

Citations32
Published2019
Admission routes3
Has abstractyes

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