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Record W4385395849 · doi:10.1111/ajag.13230

Strategies that support cultural safety for First Nations people in aged care in Australia: An integrative literature review

2023· review· en· W4385395849 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAustralasian Journal on Ageing · 2023
Typereview
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
FundersCharles Sturt University
KeywordsAged careCultural safetyPsychologyGerontologyMedicinePolitical scienceHealth care

Abstract

fetched live from OpenAlex

OBJECTIVE: The 2019 Royal Commission into Aged Care Quality and Safety highlighted the need for First Nations peoples to have improved, culturally safe care. This paper is a call to action for First Nations peoples to be involved in developing culturally safe care and services to be embedded within Australian aged care services. METHODS: The first screening examined the Australian literature (peer-reviewed articles published since 2010 in English) detailing key aspects relevant to Cultural Safety for First Nations peoples supported by aged care services in Australia. The second screening assessed whether the findings of these studies aligned with the key aspects of Cultural Safety of First Nations peoples in aged care. RESULTS: The initial literature search yielded 198 papers, of which 13 met the inclusion criteria for the final review. Topics that required further interrogation included barriers to communication, racism and discrimination, impacts on health outcomes, health-care workforce education needs and the importance of cultural connections to Country and kin. These topics influenced the perception of First Nations peoples feeling culturally safe when supported by aged care services. CONCLUSIONS: The literature identified a need to recruit more First Nations peoples into the aged care workforce, involve more First Nations family and community members in aged care and retain a consistent workforce overall. Together these strategies were seen to address the barriers that continue to affect aged care provision for First Nations 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.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.936
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0050.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.002
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 head0.067
GPT teacher head0.425
Teacher spread0.358 · 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