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Record W4403281148 · doi:10.1016/j.ridd.2024.104843

Future care planning of adults with childhood-onset neurodevelopmental disabilities: A scoping review

2024· review· en· W4403281148 on OpenAlexaff
Mikayla J Goldie, Kayla L Dobson, Sarah Munce, Tieghan Killackey, Mark Bayley, C. Stapleford, Ailene Kua, Laure Perrier, Kristina M. Kokorelias

Bibliographic record

VenueResearch in Developmental Disabilities · 2024
Typereview
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsUniversity Health NetworkPublic Health OntarioToronto Rehabilitation InstituteYork UniversityUniversity of Toronto
Fundersnot available
KeywordsPsychologyDevelopmental psychologyEarly childhood

Abstract

fetched live from OpenAlex

BACKGROUND: Advances in medicine have increased the life expectancy of adults with neurodevelopmental disabilities (ND). These individuals often reside with aging family caregivers, who also experience age-related health issues. However, many caregivers lack future care plans for their adult children. Thus, there is a pressing need for practical solutions for family-centered future care planning (FCP). AIMS: To summarize the literature on the key components of FCP for adults with ND and their familial caregivers. METHODS AND PROCEDURES: This scoping review adhered to the Joanna Briggs Institute guidelines. It utilized search terms related to ND and FCP and conducted searches in four databases. Data were analyzed thematically. OUTCOMES AND RESULTS: The initial search generated over unique 9000 articles. The review identified facilitators, such as preferences, family-centered approaches, advocacy, and formal support, which promote effective FCP. Barriers to FCP included caregiver hesitancy, limited resources, the emotional nature of future care planning. Recommendations for addressing these challenges included policy and practice support, healthcare professional education and training, and the active involvement of clients and caregivers in FCP discussions. CONCLUSIONS AND IMPLICATIONS: This review contributes to the understanding of FCP for adults with ND and offers insights for improving family-centered care planning processes. WHAT THIS PAPER ADDS?: This paper contributes to the literature by highlighting the pressing need for comprehensive future care planning (FCP) for adults with neurodevelopmental disabilities (ND) and their aging caregivers. With increasing life expectancy for adults with ND, there is a growing population of aging caregivers who often lack proactive FCP. The review identifies common FCP facilitators, barriers, and recommendations, emphasizing the emotional and financial challenges caregivers face. On the macro level, distrust of the public sector, a crisis-driven healthcare system, and a lack of funding and information present significant challenges. On the micro level, emotional attachment to adult children with ND can lead to family instabilities, uncertainties about the "right decision," and feelings of helplessness and guilt among caregivers. It underscores the importance of taking a family-centered approach, involving the adult with ND, and providing healthcare professionals with the necessary education and support to guide caregivers through the FCP process. The paper also highlights the limited existing interventions and calls for further research to address this critical issue. By reviewing a broad range of studies, the paper sets the stage for future research and practice in this area. It offers valuable insights into the components of FCP that can inform recommendations for healthcare professionals, caregivers, and individuals with ND to enhance the continuity of care. In doing so, it aims to address the gaps in the existing literature, particularly the lack of caregiver-informed recommendations for comprehensive FCP.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.306
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.001
Bibliometrics0.0010.003
Science and technology studies0.0000.003
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.001

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 head0.186
GPT teacher head0.478
Teacher spread0.292 · 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; both teacher heads agree on what is shown here.

Study designSystematic review
Domainnot available
GenreReview

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

Citations3
Published2024
Admission routes1
Has abstractyes

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