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Record W3129083697 · doi:10.1111/cch.12852

Family‐centredness of a provincial autism programme: A quality assurance evaluation using the Measure of Processes of Care

2021· article· en· W3129083697 on OpenAlexaffabout
Uzma Williams, Rachel Teplicky, Peter Rosenbaum, Jan Willem Gorter

Bibliographic record

VenueChild Care Health and Development · 2021
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsMcMaster University
Fundersnot available
KeywordsLikert scaleCeiling effectQuality assuranceDemographicsAutismFamily medicineScale (ratio)Autism spectrum disorderPsychologyService providerMedicineQuality (philosophy)NursingService (business)Medical educationAlternative medicinePsychiatryGeographyDemographyDevelopmental psychologyBusinessCartographyMarketing

Abstract

fetched live from OpenAlex

BACKGROUND: University researchers worked with 13 children's service provider agencies to conduct a programme evaluation of parents' perceptions of the family-centredness of service spanning 3 years (January 2015 to May 2018). Parents of Ontario children with autism spectrum disorder (ASD) receiving applied behaviour analysis (ABA) programming reported outcomes of their experience of family-centred services (FCS) using the 20-item Measure of Processes of Care (MPOC-20). The purpose of this paper is to report the outcomes of the quality assurance evaluation of FCS as measured by MPOC-20 among parents of children with ASD receiving ABA services. METHODS: A total of 11 490 surveys (from 21 571 potential respondents [53.3%]) were completed. Means and proportions were used to describe the demographics, service utilization and MPOC-20 scores with its 7-point Likert scales, ranging from 1 (lowest) to 7 (highest). RESULTS: = 5.51, SD = 1.43) the lowest. CONCLUSION: Given the consistently high MPOC scores found in this and other programme evaluations, it is believed that health service providers have caught up to the FCS quality standards proposed 30 years ago. For this reason, the developers of MPOC are now planning a revision of the measure to address its ceiling effects and to integrate contemporary perspectives on family-centred practice for children and their families.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.485
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.125
GPT teacher head0.425
Teacher spread0.300 · 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

Citations5
Published2021
Admission routes2
Has abstractyes

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