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Record W4416424403 · doi:10.1177/00084174251394956

Assessing Cultural Competency and Agility Among Occupational Therapists in Canada: A Cross-Sectional Mixed-Methods Survey

2025· article· en· W4416424403 on OpenAlexvenueaboutno aff
Nooralhuda Bakaa, Ronessa Dass, Danielle Southerst, Silvano Mior, Pierre Côté, Lisa C. Carlesso, Joy C. MacDermid, Brenda Vrkljan, Tara Packham, Luciana Macedo

Bibliographic record

VenueCanadian Journal of Occupational Therapy · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCultural Competency in Health Care
Canadian institutionsnot available
Fundersnot available
KeywordsCultural competenceDistrustCultural diversityCultural sensitivityCompetence (human resources)Occupational therapyPerceptionHealth careQualitative property

Abstract

fetched live from OpenAlex

Background. National and provincial professional associations and regulatory bodies for occupational therapists (OTs) in Canada emphasize culture, equity, and justice as essential competencies. This study investigates the diversity within the occupational therapy profession and explores OTs’ perspectives on providing culturally responsive care to members of equity-deserving groups, with a particular focus on cultural competence and agility. Method. OTs were administered a cross-sectional mixed-methods survey that included demographics, the Cultural Competence Assessment Instrument (Two subscales: Awareness and Sensitivity and Competence Behaviour), and an open-ended question examining their perceived cultural competence. Quantitative data were analyzed using descriptive statistics, and qualitative themes were determined through content analysis. Findings. A total of 240 OTs participated in this survey, with an average age of 45.3 (22.5), identifying primarily as females/women (90.7%). Less than half of respondents (41%) identified their race; of those who did, they were primarily of Southeast Asian descent (21.3%). OTs had lower scores for Cultural Awareness and Sensitivity (3.17/7 [3.11, 3.23]) and for Cultural Competence Behavior (3.22/7 [3.08, 3.37]). While highlighting the healthcare system distrust and barriers to culturally responsive care, most felt confident addressing them. OTs reported that greater awareness and inclusivity at individual and systemic levels are needed. Conclusion. Our sample of OTs suggests little diversity related to gender, race, and ethnicity. OTs in Canada vary in their perceptions of health disparities, barriers for patients in accessing and receiving health care, and efficacy in addressing barriers.

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)0.003
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.032
Threshold uncertainty score0.140

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.004
Science and technology studies0.0040.001
Scholarly communication0.0020.001
Open science0.0010.002
Research integrity0.0010.001
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 head0.197
GPT teacher head0.506
Teacher spread0.309 · 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 designObservational
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
Published2025
Admission routes2
Has abstractyes

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