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Record W6885993600 · doi:10.14288/1.0103440

Aboriginal women's experiences of accessing healthcare when state apprehension of children is being threatened

2012· article· en· W6885993600 on OpenAlexaboutno aff

Bibliographic record

VenueOpen Collections · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsApprehensionThematic analysisMainstreamHealth careQualitative researchScrutinyNarrativeNarrative inquiry

Abstract

fetched live from OpenAlex

Background: Canadian Aboriginal children continue to be apprehended at a higher rate than non-Aboriginal children. Aboriginal mothers, who face significant social, political and economic disadvantage, are often under considerable scrutiny in relation to their parenting. Little is known about how the threat of child apprehension impacts the experiences of Aboriginal women accessing healthcare services. Therefore a study was undertaken to examine women’s perspectives on accessing health care when child apprehension is threatened. Methods: The study was guided by post-colonial feminist perspectives and followed the principles of exploratory, qualitative research design. Data collection and data analysis were carried out in two phases. Phase One involved a secondary analysis, using narrative interview data collected from a larger study (n=7). Phase One findings were used primarily to modify the interview guides developed for Phase Two. In Phase Two primary, face-to-face interviews were conducted with (i) Aboriginal women (N=9) and (ii) health care providers (n=8). Data was analyzed following the principles of thematic analysis and interpretive description. Findings: The findings indicated that women involved in the child protection system often experience complex socio-political and economic life challenges. The threat or fear of child apprehension did not impact the women’s decisions to seek medical services for their children; however the threat and fear impacted the women’s experiences with mainstream healthcare in a number of ways. Racism, prejudice, and discrimination within mainstream healthcare agencies along with the fear of child apprehension influenced the women’s decisions to access healthcare for themselves and impacted the women’s interactions with mainstream health care providers. In particular, women avoided engaging with health care providers when their children were hospitalized in part to protect themselves from judgment and discrimination. Discussion: Ongoing racism, judgment and discrimination toward Aboriginal mothers in mainstream healthcare agencies must be addressed. Health care providers working with Aboriginal people require education around culturally safe approaches to care and the history of colonialism and its effects on the health and well-being of Aboriginal people. Structural inequities such as poverty and discrimination must also be addressed through policy initiatives that attend to the social determinants of health.

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)0.000
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: Empirical
Teacher disagreement score0.289
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0130.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.022
GPT teacher head0.351
Teacher spread0.329 · 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
Published2012
Admission routes1
Has abstractyes

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