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Record W7117568750 · doi:10.1177/10848223251408754

Realities of Home Care System for Children with Medical Complexity (CMC): A Qualitative Study of Parent Experiences, Barriers, and Alternative Models

2025· article· en· W7117568750 on OpenAlexaffabout
Joanne Tay, Adam Rapoport, Joanne Ta, Jamie Crawley, Jessica Kichler

Bibliographic record

VenueHome Health Care Management & Practice · 2025
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHealthcare Policy and Management
Canadian institutionsHospital for Sick ChildrenUniversity of TorontoUniversity of Windsor
Fundersnot available
KeywordsQualitative researchThematic analysisStaffingService providerMedical homeService delivery frameworkReflexivityService (business)

Abstract

fetched live from OpenAlex

Background: Children with medical complexity (CMC) need coordinated home care beyond traditional healthcare, and how parents interact with these systems is central to shaping their children’s care pathways. While family-centered care emphasizes collaboration between providers and families, this study examined how parents engage with home care systems and the impact of these interactions on their children’s care pathways. Methods: A descriptive qualitative design was used, with reflexive thematic analysis. Fifteen parents (13 mothers, 2 fathers) were recruited through pediatric community organizations across Ontario, Canada. Virtual interviews, 45 to 90 minutes in length, explored experiences with care coordination, system interactions, and service navigation. Data were analyzed inductively using NVivo software. Results: Three overarching themes were generated: (1) systemic barriers in pediatric home care, (2) service delivery and information gaps in home care, and (3) Family-Managed Home Care (FMHC) alternative pathways and trade-offs. Limited funding led to inadequate staffing and poor care quality, resulting in some children losing developmental progress. Parents feared that speaking up about care issues could result in losing services. Information gaps and geographic disparities created systematic inequities. FMHC offered enhanced control but transferred substantial administrative burdens to families, creating new forms of stratification based on administrative capacity. Conclusion: Current home care systems for CMC in Ontario create structural barriers that limit family engagement and shift responsibilities onto families, potentially deepening inequities. Meaningful reform requires engaging families as partners in system design and policy development rather than relying on individual-level solutions.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.615
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.077
GPT teacher head0.383
Teacher spread0.306 · 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.

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

Citations0
Published2025
Admission routes2
Has abstractyes

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