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Record W7117402121

Reimagining Family Support Services : Perspectives from Kinship Caregivers

2025· report· en· W7117402121 on OpenAlexaff
Shari Monsma, Gail Molliet, Barbara Lee, Choi Shan Ng, Kyle Turone, Kolbe Neva, Maddie Cathcart

Bibliographic record

VenuecIRcle (University of British Columbia) · 2025
Typereport
Languageen
Field
Topic
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsKinshipGrounded theoryKinship careQualitative researchChristian ministryFamily caregiversAction (physics)Social work
DOInot available

Abstract

fetched live from OpenAlex

Kinship caregivers play a vital role in supporting children and youth who cannot live with their parents, providing stability, cultural connection, and a sense of belonging. In 2022, Fairness for Children Raised by Relatives (F4CRR) convened kinship caregivers across British Columbia to gather their perspectives on children and family services as part of a provincial consultation process by the Ministry of Children and Family Development (MCFD). This report presents the findings derived from qualitative content analysis of the experiences caregivers shared across in-person, virtual, and written contributions to the community consultation. Five themes emerged from the data analysis. Caregivers emphasized the need for recognition and respect for kinship families, noting that their role and expertise are often overlooked despite their central involvement in children’s lives. They identified significant systemic barriers to accessing clear, timely, and equitable supports, particularly when navigating inconsistent information or regionally variable services. Many caregivers described the cumulative strain of long-term caregiving, especially when supporting children with trauma-related or developmental needs without adequate resources or guidance. Caregivers also stressed the importance of trauma-informed and culturally grounded practices that prioritize children’s emotional safety, stability, and cultural identity. Finally, they highlighted the need to rebuild trust through more transparent, collaborative, and consistent communication with service providers and allied professionals. These findings align with existing research on kinship care, underscoring both the strengths of kinship caregiving and the systemic challenges that limit its sustainability. The calls for action identified by caregivers offer clear direction for strengthening supports, including improving social work capacity and continuity, ensuring consistent access to services regardless of program stream, addressing financial inequities, upholding Indigenous children’s cultural and community connections, clarifying legal processes, supporting caregiver well-being, and expanding early and preventive family supports. Together, the research findings and calls for action highlight the urgent need for system improvements that recognize kinship caregivers as key partners and ensure children’s well-being remains at the center of policy and practice decisions. This report contributes to ongoing efforts to strengthen kinship care in British Columbia and reinforces the importance of grounding reform in the lived experiences of caregivers and their family.

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)0.014
metaresearch head score (Gemma)0.019
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.042
Threshold uncertainty score0.083

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.019
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0260.010
Scholarly communication0.0080.007
Open science0.0020.011
Research integrity0.0030.007
Insufficient payload (model declined to judge)0.0030.000

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 head0.017
GPT teacher head0.216
Teacher spread0.199 · 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
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 routes1
Has abstractyes

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