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Record W4412572717 · doi:10.1177/10436596251353518

Cultural Safety Knowledge and Practices Among Internationally Qualified Nurses Caring for Indigenous Peoples in Australia, New Zealand and Canada: A Scoping Review

2025· review· en· W4412572717 on OpenAlexaboutno aff
Pratibha Bhandari, Ling Zeng, Anne‐Marie Eades, Danielle Manton, Annie Hepworth, Carolyn Antoniou, Elaine Correia Moll, Jack Cornish, Suzanne Sheppard‐Law

Bibliographic record

VenueJournal of Transcultural Nursing · 2025
Typereview
Languageen
FieldSocial Sciences
TopicCultural Competency in Health Care
Canadian institutionsnot available
FundersUniversity of Technology Sydney
KeywordsCultural safetyIndigenousInclusion (mineral)NursingTraditional knowledgeCulturally appropriateGrey literatureBest practiceHealth careCultural competenceMedicineScarcityMEDLINEPublic relationsPolitical sciencePsychologyFamily medicineSociologySocial sciencePedagogy

Abstract

fetched live from OpenAlex

INTRODUCTION: Culturally safe practices are crucial for equitable health care for Indigenous Peoples. Despite the vital role of internationally qualified nurses in delivering patient care in the host countries, there is limited evidence on their knowledge and practices of cultural safety. This paper, aims to identify and map existing evidence on cultural safety knowledge and practices among internationally qualified nurses in Australia, New Zealand and Canada. METHOD: A scoping review was conducted using a comprehensive search strategy across five electronic databases and gray literature. RESULTS: Three studies met the inclusion criteria. Findings were grouped into two categories: knowledge on cultural safety and challenges in translating this knowledge into practice. DISCUSSION: Our review highlights the scarcity of evidence in this area. The findings from the limited existing evidence underscore the urgent need to plan future research on knowledge and practices related to cultural safety among internationally qualified nurses to promote health outcomes for Indigenous Peoples.

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)0.011
metaresearch head score (Gemma)0.039
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: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.698
Threshold uncertainty score0.601

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.039
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0150.013
Science and technology studies0.0020.001
Scholarly communication0.0040.002
Open science0.0020.002
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.106
GPT teacher head0.481
Teacher spread0.375 · 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
GenreReview

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

Citations1
Published2025
Admission routes1
Has abstractyes

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