SynthesisBMC medicine2024
Strategies for addressing the needs of children with or at risk of developmental disabilities in early childhood by 2030: a systematic umbrella review.
Synthesis in BMC medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
16 citing papers in PubMed, 2 syntheses or guidelines pooled it, 20 citations in OpenAlex.
- School-based mental health and psychosocial support interventions for children and adolescents with developmental disabilities in low- and middle-income countries: A systematic review.Tropical medicine & international health : TM & IH · 2025Pooled it
- Early Intervention for Children With Developmental Disabilities and Their Families via Telehealth: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Association of parental age with developmental vulnerability in early childhood: a population-based cohort study.Journal of epidemiology and community health · 2026Article
- Validation of neurodevelopmental assessments for early detection of high-risk infants in Zimbabwe: protocol for the Child Development Observation study (ChiDO study).BMJ paediatrics open · 2026Article
- Wireless Electroencephalography in Research on Children With Developmental Disabilities: Scoping Review.Journal of medical Internet research · 2026Article
- A SWOT Analysis of the Early Assessment and Intervention Program for Preschool Children in Iran: A Qualitative Research.International journal of school health · 2026Article
- Bridging medicine and education for global developmental delay: a cluster sampling study on screening, diagnosis, and intervention in preschool children.Frontiers in public health · 2026Article
- Brain Activity Within Prefrontal Cortex: A Resting-State fNIRS Comparative Study in High-Functioning Autism Preschoolers and Typically Developed Peers.Journal of biophotonics · 2025Article
- Differentiating Transient From Persistent Developmental Delays in a Nationwide Infant Cohort.JAMA network open · 2025Article
- An ecological approach to caregiver burnout: interplay of self-stigma, family resilience, and caregiver needs among mothers of children with special needs.Frontiers in psychology · 2025Article
- Centering caregiver voices on caregiving needs of children with neurodevelopmental disorders in low-resource settings.PloS one · 2025Article
- Design model for inclusion of resilience in children with cerebral palsy.African journal of disability · 2025Article
- Validation of FUNMOVES: A reliable tool for assessing motor skills in Spanish schoolchildren.PloS one · 2025Article
- Enhancing daily life for children with cognitive developmental delay through insights into brain development.Pediatric research · 2024Review
- Creating Family-Centred Support for Preschoolers with Developmental Disabilities in Low-Income Countries: A Rapid Review to Guide Practitioners.International journal of environmental research and public health · 2024Review
- Unraveling the spectrum: overlap, distinctions, and nuances of ADHD and ASD in children.Frontiers in psychiatry · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 4 institutions in 4 countries.
Funding
Abstract
backgroundThere are over 53million children worldwide under five with developmental disabilities who require effective interventions to support their health and well-being. However, challenges in delivering interventions persist due to various barriers, particularly in low-income and middle-income countries.
methodsWe conducted a global systematic umbrella review to assess the evidence on prevention, early detection and rehabilitation interventions for child functioning outcomes related to developmental disabilities in children under 5 years. We focused on prevalent disabilities worldwide and identified evidence-based interventions. We searched Medline, Embase, PsychINFO, and Cochrane Library for relevant literature from 1st January 2013 to 14th April 2023. A narrative synthesis approach was used to summarise the findings of the included meta-analyses. The results were presented descriptively, including study characteristics, interventions assessed, and outcomes reported. Further, as part of a secondary analysis, we presented the global prevalence of each disability in 2019 from the Global Burden of Disease study, identified the regions with the highest burden and the top ten affected countries. This study is registered with PROSPERO, number CRD42023420099.
resultsWe included 18 reviews from 883 citations, which included 1,273,444 children under five with or at risk of developmental disabilities from 251 studies across 30 countries. The conditions with adequate data were cerebral palsy, hearing loss, cognitive impairment, autism spectrum disorder (ASD) and attention-deficit/hyperactivity disorder. ASD was the most prevalent target disability (n = 8 reviews, 44%). Most reviews (n = 12, 67%) evaluated early interventions to support behavioural functioning and motor impairment. Only 33% (n = 10/30) of studies in the reviews were from middle-income countries, with no studies from low-income countries. Regarding quality, half of reviews were scored as high confidence (n = 9/18, 50%), seven as moderate (39%) and two (11%) as low.
conclusionsWe identified geographical and disability-related inequities. There is a lack of evidence from outside high-income settings. The study underscores gaps in evidence concerning prevention, identification and intervention, revealing a stark mismatch between the available evidence base and the regions experiencing the highest prevalence rates of developmental disabilities.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.