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Record W3214342565 · doi:10.4236/jss.2021.911004

Leaders’ Visions of Rehabilitation Services for Children in Ontario’s Schools: Effective Collaboration between Education and Health Sectors

2021· article· en· W3214342565 on OpenAlexaffabout
Karen E. Shannon, Heidi Cramm, Alison McDonnell, Beata Batorowicz

Bibliographic record

VenueOpen Journal of Social Sciences · 2021
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsQueen's University
Fundersnot available
KeywordsFocus groupRehabilitationVisionMedical educationPublic relationsPsychologyMedicinePolitical scienceBusinessSociologyPhysical therapyMarketing

Abstract

fetched live from OpenAlex

Leaders in Ontario’s district school boards (DSBs) and children’s treatment centers (CTC’s) share responsibility for rehabilitation therapy services in inclusive schools. Children with or at risk of disability rely on these services to enable their participation in learning and social environments. The aim of this study was to explore how leaders in DSBs, CTCs and the community envision effective collaboration in rehabilitation therapy services to advance collaboration in service of children with or at risk of disability and their families. Seven 90-minute online semi-structured focus groups were conducted involving a total of 36 education, community and health leaders and data were analyzed thematically. An eighth focus group comprised of representatives from the seven previous groups was conducted to validate the findings and develop recommendations. Three themes were established: collaboration is a relational and intentional process, forging a path forward to serve children with rehabilitation therapy needs, and leaders’ attributes needed to effect change. The participants recommended the following next steps: clarifying provincial standards for services including roles of all partners, knowledge building within schools, and utilizing existing evidence-based tools. A shared vision of rehabilitation therapy services is needed for effective collaboration between health and education sectors. Future research should involve leaders from health and education sectors, with parents, children and other partners in co-designing, implementing, and evaluating rehabilitation services in schools.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.128
Threshold uncertainty score0.963

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.081
GPT teacher head0.484
Teacher spread0.403 · 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 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

Citations2
Published2021
Admission routes2
Has abstractyes

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