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Record W4312196003 · doi:10.3390/ijerph192416981

Evaluation of a Trauma-Informed Parenting Program for Resource Parents

2022· article· en· W4312196003 on OpenAlexaffabout
Lauren Stenason, Elisa Romano

Bibliographic record

VenueInternational Journal of Environmental Research and Public Health · 2022
Typearticle
Languageen
FieldPsychology
TopicChild Abuse and Trauma
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsParent trainingResource (disambiguation)Context (archaeology)PsychologySocial workDevelopmental psychologyClinical psychologyMedicineIntervention (counseling)Psychiatry

Abstract

fetched live from OpenAlex

Child maltreatment impacts many young people involved in the child welfare system, and it is important that the resource parents supporting these youth have knowledge and skills in trauma-informed care. The current study is a preliminary evaluation of the Resource Parent Curriculum (RPC), an in-service, 8-module, group-based parenting program developed by the National Child Traumatic Stress Network. Youth and caregiver outcomes were examined by way of a quasi-experimental design that included 22 resource parents in the experimental group and 21 in the waitlist control group and involved baseline, post-program, and 2-month follow-up assessments. For learning outcomes, RPC resulted in improvements in resource parents' knowledge and beliefs about trauma-informed parenting. While not statistically significant, potential effects included improvements in resource parents' tolerance of challenging youth behaviors and parenting self-efficacy. For behavioral outcomes, several non-significant potential effects were noted, including improvements in resource parents' attachment relationships with their youth and increased social supports. This study was the first to evaluate RPC using a quasi-experimental design within a Canadian context and through a virtual delivery. Findings highlighted several benefits of the program and resource parents' ongoing training needs.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.030
Threshold uncertainty score0.060

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
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 science0.0010.001
Research integrity0.0000.001
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 head0.207
GPT teacher head0.490
Teacher spread0.283 · 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 designObservational
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

Citations10
Published2022
Admission routes2
Has abstractyes

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Same venueInternational Journal of Environmental Research and Public HealthSame topicChild Abuse and TraumaFrench-language works237,207