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Record W3126360689 · doi:10.1177/1524838020985571

Integrating Trauma and Violence Informed Care in Primary Health Care Settings for First Nations Women Experiencing Violence: A Systematic Review

2021· review· en· W3126360689 on OpenAlexaboutno aff
Patricia Cullen, Tamara Mackean, Natasha Walker, Julieann Coombes, Keziah Bennett‐Brook, Kathleen Clapham, Rebecca Ivers, Maree L. Hackett, Faye Worner, Marlene Longbottom

Bibliographic record

VenueTrauma Violence & Abuse · 2021
Typereview
Languageen
FieldPsychology
TopicChild Abuse and Trauma
Canadian institutionsnot available
FundersGeorge Institute for Global HealthLowitja Institute
KeywordsDomestic violenceNursingEquity (law)Health careWorkforceHealth equityCultural safetyMedicinePoison controlSuicide preventionPsychologyPolitical sciencePublic healthEnvironmental health

Abstract

fetched live from OpenAlex

It is imperative that access to primary health care services is equitable as health care practitioners are often the first responders to women who experience violence. This is of particular importance for First Nations women who disproportionately experience interpersonal and structural violence when compared to non-First Nations women, as well as the ongoing impact of colonization, racism, and intergenerational trauma. To understand how primary health care services can provide equitable and effective care for First Nations women, we explored how trauma and violence informed care is integrated in primary health care settings through the lens of an equity-oriented framework. A systematic search of electronic databases included Medline (via Ovid), Scopus, Informit, and PubMed and grey literature. Six studies were included in the review and we undertook a narrative synthesis using the equity-oriented framework to draw together the intersection of trauma and violence informed care with culturally safe and contextually tailored care. This review demonstrates how equity-oriented primary health care settings respond to the complex and multiple forms of violence and intergenerational trauma experienced by First Nations women and thus mitigate shame and stigma to encourage disclosure and help seeking. Key attributes include responding to women's individual contexts by centering family, engaging elders, encouraging community ownership, which is driven by a culturally competent workforce that builds trust, reduces retraumatization, and respects confidentiality. This review highlights the importance of strengthening and supporting the workforce, as well as embedding cultural safety within intersectoral partnerships and ensuring adequate resourcing and sustainability of initiatives.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesMeta-epidemiology (narrow)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.428
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0060.001
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
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 head0.024
GPT teacher head0.350
Teacher spread0.326 · 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; both teacher heads agree on what is shown here.

Study designSystematic review
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
Published2021
Admission routes1
Has abstractyes

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