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Record W2945130382 · doi:10.3389/fsoc.2019.00043

Triple Jeopardy: Complexities of Racism, Sexism, and Ageism on the Experiences of Mental Health Stigma Among Young Canadian Black Women of Caribbean Descent

2019· review· en· W2945130382 on OpenAlexaffabout
D. Garth Taylor, Donna Richards

Bibliographic record

VenueFrontiers in Sociology · 2019
Typereview
Languageen
FieldPsychology
TopicMental Health Treatment and Access
Canadian institutionsYork University
Fundersnot available
KeywordsMental healthStigma (botany)RacismMental illnessPrejudice (legal term)Social stigmaIntersectionalityGender studiesPolitical sciencePsychologyMedicinePsychiatrySociologySocial psychologyFamily medicine

Abstract

fetched live from OpenAlex

This article explores how the intersection of race, gender, and age intertextually complicate and nuance the experience of mental health stigma among young Black women of Caribbean descent living in Canada. The Mental Health Commission of Canada acknowledged that mental health stigma continues to affect the help-seeking behavior of young adults. Some youth-serving agencies and many advocates within Black communities have become increasingly vocal about mental health stigma and the lackluster response to the needs of Black youth (e.g., no increase in funding for the Substance Abuse Program for African, Canadian, and Caribbean Youth-SAPACCY, since the program was established in the mid-1990s). The issue of mental health stigma within the African, Caribbean, and Black Canadian (ACB) communities is widely known and often discussed at public forums. Several recent mental health forums and mental health initiatives held in Toronto made it clear that mental health in Black communities is at a crisis point in the Greater Toronto Area (GTA) and possibly across Canada. Forum discussions also revealed that the issue is further compounded by the intersection of race, gender, and age. In addition, while research studies have also identified stigma as a barrier to accessing mental health services and/or supports, there is a paucity of research on how mental health stigma, when complicated by the experience of racism, sexism, and ageism, affects access to services among young Black women of Caribbean descent. This lack of research on Caribbean women's experience with mental illness limits insights into concepts, issues, and problems that directly impact broader issues related to mental health in Canada. This article engenders a discussion that strengthens the focus on mental health stigma campaigns and education on the mental health of young Black women in Canada. The lack of literature relating to this topic in the Canadian context, as previously noted, limits the extent to which this issue can be fully discussed within Canada. As such, insights into concepts and existing discussions on women's mental health throughout this paper will include references to literature from the U.S., U.K., and Australia, professional experiential knowledge, and personal insights from conversations with young Black women of Caribbean descent. The paper calls for more research on Caribbean women's mental health in Canada to provide better insights and understanding of the issue within a Canadian context.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.080
Threshold uncertainty score0.234

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0340.011
Scholarly communication0.0060.002
Open science0.0010.008
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0040.000

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 head0.081
GPT teacher head0.378
Teacher spread0.297 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations57
Published2019
Admission routes2
Has abstractyes

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