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Record W4206063297 · doi:10.1177/08445621211066765

The Role of the Indigenous Patient Navigator: A Scoping Review

2022· review· en· W4206063297 on OpenAlexaffvenueabout
Aric Rankin, Andrea Baumann, Bernice Downey, Ruta Valaitis, Amy Montour, Pat Mandy

Bibliographic record

VenueCanadian Journal of Nursing Research · 2022
Typereview
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsMcMaster University
Fundersnot available
KeywordsIndigenousOutreachHealthcare serviceGrey literatureHealth carePsychologyPublic relationsPolitical scienceMedicineMEDLINEEcology

Abstract

fetched live from OpenAlex

BACKGROUND: Healthcare systems are complex and as a result patients may experience fragmentation of services. Indigenous populations experience increasingly disproportionate health disparities compared to non-Indigenous populations. Patient navigation is known as a patient-centered approach to empower individuals to connect with appropriate services. Literature surrounding the Indigenous Patient Navigator (IPN) remains sparse necessitating this scoping review. Purpose: To map the current state of the role of the IPN internationally within Canada, United States, Australia and New Zealand. METHODS: Estalished methodological framework by Arksey and O'Malley and the PRISMA extension for scoping reviews was used. RESULTS: A total of 820 articles were reviewed from four databases, yielding sixteen articles. CONCLUSIONS: The absence of published literature surrounding the IPN role in Australia and New Zealand was surprising considering similar histories of colonization. The term navigator was used most often and was typically used when describing lay/peer roles. Professional roles were described using specific role descriptions. Six IPN roles were identified including: (1) social service navigation, (2) wholistic support of Indigenous people, (3) advocacy/building capacity, (4) health assessment, (5) administrative navigation, and (6) outreach. Additionally, barriers and enablers IPNs address are identified. This scoping review will assist to promote and reinforce the IPN role.

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)0.010
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.821
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0210.001
Scholarly communication0.0000.000
Open science0.0020.000
Research integrity0.0000.002
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 head0.132
GPT teacher head0.482
Teacher spread0.350 · 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 designOther design
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

Citations46
Published2022
Admission routes3
Has abstractyes

Explore more

Same venueCanadian Journal of Nursing ResearchSame topicIndigenous Health, Education, and RightsFrench-language works237,207