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Record W4414675189 · doi:10.1111/hex.70452

Family Caregivers' Experiences of Services for Children With Medical Complexity: A Systematic Review and Qualitative Evidence Synthesis

2025· article· en· W4414675189 on OpenAlexaboutno aff
Bethan Page, Pru Holder, Katie Doidge, Lisa Hinton, Lorna Fraser

Bibliographic record

VenueHealth Expectations · 2025
Typearticle
Languageen
FieldMedicine
TopicChildhood Cancer Survivors' Quality of Life
Canadian institutionsnot available
Fundersnot available
KeywordsQualitative researchMEDLINEMedical servicesSystematic reviewQualitative analysisHealth care

Abstract

fetched live from OpenAlex

BACKGROUND: Many high-income countries are seeking to adapt services to meet the needs of the growing population of children with medical complexity and their families but concerns have been raised about the quality of this care. To understand family caregivers' experiences of services and identify priorities for improvement we need to synthesise research about families' experiences of services for children with medical complexity. OBJECTIVES: To systematically identify and synthesise the qualitative evidence of family caregivers' experiences of health, care and education services for children with medical complexity. METHODS: Systematic searches were conducted in MEDLINE, CINAHL, EMBASE, PsycINFO and ERIC from January 2011 to March 2024. Studies were assessed for methodological quality and data richness and synthesized using thematic synthesis. RESULTS: Seventy-one studies met the eligibility criteria. A purposive sample of 29 studies was taken, selecting good-quality papers with rich data. These studies described the experience of 524 family caregivers and focused mostly on hospital care and care in the home. No studies were identified that focused specifically on family caregivers' experiences of education or social care services. Most studies were from the United States and Canada. The overarching theme was 'concern for child's safety' with three subthemes: 'interactions with professionals', 'caring for the whole family' and 'system organisation'. CONCLUSIONS: Family caregivers' priority is maintaining their child's safety across all settings of care. Fragmented systems and difficulties trusting professionals exacerbate parents' stress and concern for their child's safety. To keep the child safe and well, services need to address the needs of the whole family (e.g., parental sleep and mental health, finances, housing). Future research is needed to address the gap in research on social care services and education. PATIENT AND PUBLIC CONTRIBUTION: Emerging findings of the review were discussed in a 2-h workshop with six parents of children with medical complexity. The parents inputted into the development of the analytical themes and helped to shape the findings of the review.

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)0.002
Version: codex-gemma-dda1882f352aValidation 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: none
Teacher disagreement score0.768
Threshold uncertainty score0.472

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
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 head0.069
GPT teacher head0.432
Teacher spread0.364 · 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 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

Citations2
Published2025
Admission routes1
Has abstractyes

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