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Record W4408359545 · doi:10.37119/ojs2025.v30i1.766

Pathways to Healing and Thriving: Culturally Responsive Mental Health Programs for Black Youth in Toronto

2025· article· en· W4408359545 on OpenAlexaffvenueabout
Marcella Bollers, Ardavan Eizadirad

Bibliographic record

Venuein education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicYouth Development and Social Support
Canadian institutionsWilfrid Laurier UniversityUniversity of Toronto
Fundersnot available
KeywordsThrivingMental healthPsychologyGerontologyMedicinePsychotherapist

Abstract

fetched live from OpenAlex

Black youth face unique challenges stemming from constant exposure to systemic and cultural racism, discrimination, and lack of access to culturally responsive services meeting their needs, which significantly impacts their emotional well-being, career trajectories, and civic engagement. The research project explores the benefits of a culturally responsive program called Catharsis offered by the non-profit organization Generation Chosen, which focuses on supporting Black youth with their mental health, emotional intelligence, and civic engagement. Data was collected between December 2022 and April 2023. Surveys and focus groups were administered to Black youth aged 15 to 20 in Toronto, Canada, who attended programming in the Jane and Finch community known as a racialized under-resourced neighbourhood. Twenty-nine surveys and two focus groups were administered, totalling 55 respondents. Critical Race Theory (CRT) as a theoretical framework was applied to centre the lived experiences of the youth and listen to their concerns and ideas as counter-narratives. Thematic analysis and triangulation of the data indicated that culturally responsive, trauma-informed programming can enhance emotional intelligence and lead to better coping mechanisms to manage stress and cope with systemic barriers. Participants reported improved life skills and mental health by accessing culturally responsive mental health service providers and engaging with staff who had similar lived experiences who modelled vulnerability as a form of strength and maturity. The research contributes to filling in the research gap in the Canadian context around the importance of culturally responsive, trauma-informed programming for Black youth and how it can foster healthy identity development and larger community benefits. Keywords: trauma-informed, mental health, Black youth, culturally responsive, emotional intelligence

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.186
Threshold uncertainty score0.983

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.038
GPT teacher head0.384
Teacher spread0.346 · 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.

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

Citations2
Published2025
Admission routes3
Has abstractyes

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