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Record W4383615421 · doi:10.1080/09638288.2023.2229733

What do parents want from healthcare services? Reports of parents’ experiences with pediatric service delivery for their children with disabilities

2023· article· en· W4383615421 on OpenAlexafffund
Kinga Pozniak, Gillian King, Elizabeth Chambers, Rachel Martens, Sarah Earl, Olaf Kraus de Camargo, Dayle McCauley, Rachel Teplicky, Peter Rosenbaum

Bibliographic record

VenueDisability and Rehabilitation · 2023
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsHolland Bloorview Kids Rehabilitation HospitalMcMaster UniversityMcMaster University Medical Centre
FundersCanadian Institutes of Health Research
KeywordsHealth careFocus groupNursingEmpathyQualitative researchFamily centered carePsychologyService (business)RehabilitationService delivery frameworkService providerMedicineMedical educationBusinessSocial psychologySociology

Abstract

fetched live from OpenAlex

PURPOSE: Family-centred service (FCS) is an established approach for delivering services in children's rehabilitation and healthcare. This article describes that parents continue to report mixed experiences with healthcare services for their children, as well as their ideas about what they need and want from these services. These findings will inform the development of an up-to-date measure of Family-Centred Service called Measure of Processes of Care (MPOC 2.0). METHODS: A qualitative descriptive study was conducted with parents, using focus groups and open-ended interviews. Data were analyzed using inductive content analysis. RESULTS: Parents want care that is individualized, co-ordinated, easily accessible, and takes into account the entire family dynamic. They want service providers (SPs) to be informed and invested in their child's care, and to provide parents with practical assistance. They also want to be treated with respect, caring and empathy, and to work together with SPs on the care plan. Novel components of care not identified in the original FCS guiding principles include: responsiveness to needs and mental health; effective communication (vs information giving); practical support (in addition to emotional and informational support); and availability and scheduling. CONCLUSIONS: This article identifies components of healthcare that families find helpful and desirable.

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)0.006
metaresearch head score (Gemma)0.031
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 score0.016
Threshold uncertainty score0.032

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.031
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.002
Scholarly communication0.0030.003
Open science0.0010.003
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 head0.029
GPT teacher head0.324
Teacher spread0.294 · 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

Citations45
Published2023
Admission routes2
Has abstractyes

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