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Record W4415983633 · doi:10.3389/fresc.2025.1627502

Early positive approaches to support for family carers of young children with developmental disabilities: adaptation and piloting in Quebec public services

2025· article· en· W4415983633 on OpenAlexafffundabout
Mélina Rivard, Mélina Boulé, Marjorie Morin, Nadia Abouzeid, Céline Chatenoud, Diane Morin, Catherine Mello, Nick Gore, Jill Bradshaw, Richard P. Hastings

Bibliographic record

VenueFrontiers in Rehabilitation Sciences · 2025
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsUniversité du Québec à Montréal
FundersFonds de Recherche du Québec - SantéSocial Sciences and Humanities Research Council of Canada
KeywordsPsychological interventionAdaptation (eye)Service delivery frameworkParticipatory action researchPublic healthCitizen journalism

Abstract

fetched live from OpenAlex

Background: This paper presents the participative research undertaken to adapt and pilot the Early Positive Approaches to Support (E-PAtS) program, originally developed and evaluated in English for use in the United-Kingdom, for implementation within Québec's public health and social services. E-PAtS supports family carers of young children with developmental disabilities by promoting their well-being and adjustment early in their services trajectory. Method: The program was translated into French and iteratively adapted based on feedback from six pilot cohorts conducted across four diverse clinical settings: a rural service center, an urban center, a specialized pediatric hospital, and a diagnostic clinic. These sites were selected to ensure demographic and geographic representativity of Québec's population, and participating families also reflected a range of backgrounds. The adaptation process was grounded in community-based participatory research principles, actively involving parents, practitioners, managers, and researchers. Changes to the program's content and delivery were made according to partner recommendations. Evaluation focused on social validity, effectiveness, feasibility, and fidelity of implementation. Results: Participating parents completed questionnaires and interviews, reporting improved well-being and greater confidence in self-care, indicating the program's relevance and positive impact. Fidelity of implementation was assessed using the E-PAtS fidelity checklist, and feasibility was evaluated through session attendance logs. Both indicators were considered strong, despite the challenges posed by the COVID-19 pandemic. Conclusion: Findings support the adapted E-PAtS program's suitability for Québec's public services, with further refinements recommended for broader dissemination. This study highlights the value of participatory approaches in adapting evidence-based interventions across cultural and service delivery contexts.

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)0.012
metaresearch head score (Gemma)0.009
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 score0.352
Threshold uncertainty score0.708

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.009
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0040.002
Scholarly communication0.0010.001
Open science0.0030.002
Research integrity0.0010.001
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 head0.081
GPT teacher head0.322
Teacher spread0.241 · 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

Citations1
Published2025
Admission routes3
Has abstractyes

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Same venueFrontiers in Rehabilitation SciencesSame topicFamily and Disability Support ResearchFrench-language works237,207