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Record W7104178194 · doi:10.1016/j.fnhli.2025.100087

‘Our bodies are sacred… the information we share with healthcare providers is sacred’: Envisioning the future of culturally safe healthcare systems for Indigenous women, Two-Spirit, Indigiqueer and gender diverse peoples

2025· article· en· W7104178194 on OpenAlexafffundabout

Bibliographic record

VenueFirst Nations Health and Wellbeing - The Lowitja Journal · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsUniversity of British Columbia, Okanagan CampusWomen's Health Research InstituteUniversity of British Columbia
FundersCanadian Institutes of Health Research
KeywordsIndigenousCultural humilityHealth careCultural safetyRacismVisionHealth equityCultural diversity

Abstract

fetched live from OpenAlex

Purpose In Canada, the First Nations, Métis and Inuit have historically experienced – and continue to experience – significant challenges associated with accessing equitable and safe healthcare that is rooted in racism and stigma against Indigenous peoples. Previous research demonstrates a lack of culturally safe and accessible health services available to Indigenous peoples. This study sought to understand Indigenous women, Two-Spirit, Indigiqueer and gender diverse (IW2SIQGD) peoples' visions and dreams of what equitable and culturally safe healthcare spaces could look and feel like by utilising Indigenous art-based methods of inquiry and the power of storytelling. Methods The three art-based workshops occurred on the traditional and unceded territories of the xʷməθkʷəy̓əm (Musqueam), Sḵwx̱wú7mesh (Squamish), and səlilwətaɬ (Tsleil-Waututh) nations (Vancouver, British Columbia). The first workshop involved host nation protocol, a meal and discussing art as a method of storytelling. The second workshop focused on making moccasins. During the third workshop, participants continued working on their moccasins and an Elder led a 2-hour semi-structured sharing circle. Participants were asked questions about their dreams of what equitable and culturally safe healthcare spaces could look and feel like. Main findings The wisdom and recommendations of IW2SIQGD peoples were categorised into five broad themes related to Indigenous experiences of accessing healthcare and their perspectives on what culturally safe healthcare should look and feel like: 1) Connecting to ancestral knowledge; 2) Cultural safety, humility and anti-racism; 3) Our bodies, identities and health are sacred; 4) Relationality; and 5) Envisioning the future. The practical knowledges drawn from the vibrant dreams of IW2SIQGD peoples emphasise the necessity and value of Indigenous-led healthcare systems. Indigenous knowledges and ways of being are the medicine we need to see reflected in healthcare systems. Principal conclusion When Indigenous peoples' voices are amplified, their ancestral knowledge becomes the medicine that needs to be seen in healthcare spaces. It was witnessed throughout this study that Indigenous art is a rigorous research method. It is recommended that all healthcare providers be trained in culturally safe, trauma-informed and gender-informed care practices. Healthcare bodies are urged to uplift Indigenous voices in the creation of culturally safe clinical guidelines, health policy in British Columbia and Canada, and invest in accountability measures within health systems to eliminate Indigenous-specific racism.

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)0.003
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.469
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0430.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.015
GPT teacher head0.298
Teacher spread0.283 · 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 designQualitative
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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