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Record W4410822162 · doi:10.32920/jcd.v8i1.1902

Narrative Literature Review

2025· article· en· W4410822162 on OpenAlexaffvenueabout
Melissa Lam, Pavna K. Sodhi

Bibliographic record

VenueJournal of Critical Dietetics · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCultural Competency in Health Care
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsNarrativeLiteratureHistoryPsychologyLinguisticsArtPhilosophy

Abstract

fetched live from OpenAlex

The Partnership of Dietetic Education and Practice (PDEP) has introduced two new competencies surrounding diversity and culture to the Integrated Competencies of Dietetic Education and Practice (ICDEP). Dietetic educators can consider utilizing critical pedagogies, such as culturally responsive pedagogy (CRP), to support their implementation. Currently, it is unknown how CRP can be applied to support cultural competency education and training for Canadian dietetic students. As such, this narrative literature review aims to address this gap through the following research questions: 1) What is the current state of cultural competency education and training for Canadian dietetic students?; 2) What are the key principles and strategies of CRP?; 3) How are other healthcare professionals implementing CRP in their curriculum?; 4) What are the barriers and supports needed to implement and sustain CRP?; and 5) What are the best practices and recommendations for using CRP in implementing cultural competency education and training for Canadian dietetic students? From the findings, seven recommendations for stakeholders to implement into practice were generated: 1) Implement policies that support the delivery of cultural competency; 2) Implement faculty development training on CRP; 3) Recruit ethnically diverse faculty and student population; 4) Engage in self-reflection on personal attitudes and beliefs; 5) Design culturally relevant curricula; 6) Implement group assignments; and 7) Create opportunities for engagement for social action. With effective implementation, we can expect Canadian dietetic students to improve their cultural competence. Developing culturally competent dietitians is essential to reducing racial and ethnic disparities in immigrant populations and supporting equitable healthcare.

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)0.001
metaresearch head score (Gemma)0.011
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.846
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.030
GPT teacher head0.444
Teacher spread0.414 · 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.

Study designNot applicable
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 routes3
Has abstractyes

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