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Record W3161232101 · doi:10.11575/prism/38714

Beginning with the Need for Connection and Safety: Examining How Group Home Child and Youth Care Counsellors in Alberta Experience the Enactment of Trauma-Informed Care

2021· dissertation· en· W3161232101 on OpenAlexaboutno aff
Quinn David Schwickrath

Bibliographic record

VenueOpen MIND · 2021
Typedissertation
Languageen
FieldPsychology
TopicCounseling, Therapy, and Family Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsNursingPsychologyMedicine

Abstract

fetched live from OpenAlex

Trauma-informed care (TIC), an organizational framework aimed at creating healing environments to counteract the effects of trauma, has become an increasingly popular approach within the field of human services. Despite existing research evaluating the effectiveness of TIC in youth group home settings, the direct perspectives of Child and Youth-Care (CYC) Counsellors with this approach remain limited. In the current study, 10 CYC Counsellors in Alberta were interviewed to better understand how they experience TIC in group homes, including barriers and facilitators to implementation. Using Constructivist Grounded Theory methodology in concert with Thematic Analysis, four major themes emerged from the data. Findings indicate that TIC is enacted by CYC Counsellors through a series of processes that begin with an overarching need for connection and safety at all levels of the organization (with leadership, their team, and youth). Only when connection and safety have been established can they then begin to acquire trauma-informed knowledge, develop the appropriate mindset, and perform the trauma-informed behaviours required to enact TIC completely. Recommendations include providing CYC Counsellors with opportunities to have their perspectives and experiences included in the development of organizational policies and practice procedures, structuring TIC training so that CYC Counsellors are guided by experienced professionals, and balancing expectations for care with sufficient resources to enact TIC.

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)0.002
metaresearch head score (Gemma)0.003
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 score0.573
Threshold uncertainty score0.860

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0110.005
Scholarly communication0.0040.001
Open science0.0020.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.025
GPT teacher head0.299
Teacher spread0.274 · 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
Published2021
Admission routes1
Has abstractyes

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Same venueOpen MINDSame topicCounseling, Therapy, and Family DynamicsFrench-language works237,207