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Record W4411404093 · doi:10.1016/j.chipro.2025.100199

Strengthening family relationships for Black youth-in-care in Ontario, Canada

2025· article· en· W4411404093 on OpenAlexafffundabout
Daniel Kikulwe, Christa Sato

Bibliographic record

VenueChild Protection and Practice · 2025
Typearticle
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsCoast Mountain CollegeUniversity of TorontoYork University
FundersYork University
KeywordsPolitical scienceDemographic economicsGeographySociologyEconomics

Abstract

fetched live from OpenAlex

Background Extant literature confirms that when youth are removed from their families, they experience disrupted relationships with parents, siblings, and friends and disconnections from their neighbourhoods and schools. Objective The study objective was to explore the changes in Black youth’s family relationships while in care. Participants and Setting We completed the study in partnership with one child welfare service in Southwestern Ontario. This agency was an ideal setting because of its demonstrated commitment to the creation of culturally responsive processes and spaces, with an established collaborative relationship with African, Black, and Caribbean (ACB) communities. Methods This qualitative study garnered critical insights from 12 in-depth, semi-structured interviews with 13 participants comprised of children service staff, caregivers, and youth (14 years and older) on services that support Black children’s wellbeing with respect to family relationships. Findings The study showed youth expressing different feelings regarding family relationships – some revealed love for their mothers while others struggled with how to manage the ongoing contacts with their families. Child welfare staff and caregivers indicated awareness that it is traumatic for children and youth to come into care. They also recognized that empathy was not enough and made several suggestions to improve services for youth. Conclusions With respect to family relationships, findings led to the following two suggested insights for practitioners to consider about its services while supporting Black youth-in-care: 1) the need to integrate a race-informed trauma lens towards Black youth-in-care and their families; and 2) building stronger relationships with youths’ biological families.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.153
Threshold uncertainty score0.561

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
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 head0.084
GPT teacher head0.376
Teacher spread0.291 · 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

Citations0
Published2025
Admission routes3
Has abstractyes

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