ArticleDevelopmental medicine and child neurology2023
Accelerometer-measured physical activity, sedentary behavior, and sleep in children with cerebral palsy and their adherence to the 24-hour activity guidelines.
Article in Developmental medicine and child neurology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06090383 (Wearable and Deep Learning-Based Recognition of Real-World Movement Behavior of Adolescents With Cerebral Palsy), which is not on this map. Cited by 16 papers, 1 of them a synthesis that pooled it.
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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.
Wearable and Deep Learning-Based Recognition of Real-World Movement Behavior of Adolescents With Cerebral Palsy: Feasibility and Discriminant Validity Study
Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.
- Diagnosis-Specific Links Between Physical Activity and Sleep Duration in Youth with Disabilities: A Systematic Review with Quantitative Synthesis.International journal of environmental research and public health · 2026Pooled it
- Influence of age on walking performance among adults with bilateral spastic cerebral palsy.European journal of applied physiology · 2026Article
- Understanding how motor function and lifestyle factors shape problematic media use in adolescents with cerebral palsy.BMC pediatrics · 2026Article
- Feasibility testing of a home-based exercise intervention in children with cerebral palsy who are ambulant-a study protocol of the HOME-EX study.Frontiers in digital health · 2026Article
- Patterns of habitual physical activity in children and adolescents with cerebral palsy (GMFCS I-II).Frontiers in sports and active living · 2026Article
- The THRIVE-CP trial - Targeted home-based training with real-time feedback to improve versatile movement behaviors and enhance outcomes in adolescents and young adults with Cerebral Palsy: Protocol for a randomized controlled trial.Contemporary clinical trials communications · 2025Article
- Upper Limb Capacity, Performance, and Leisure Participation in Children with Unilateral Cerebral Palsy.Sensors (Basel, Switzerland) · 2025Article
- Sleep Disturbances and Disorders in Children and Adolescents with Cerebral Palsy: A Narrative Review.Journal of clinical medicine · 2025Review
- Influence of Physical Activity in Children and Adolescents with Cerebral Palsy: A Systematic Review.Children (Basel, Switzerland) · 2025Review
- Physical Activity in Children and Young Adults With Cerebral Palsy: Results From a Three-Month Exercise Intervention.European journal of sport science · 2025Article
- Serum metabolomics after exercise in ambulatory individuals with cerebral palsy.Developmental medicine and child neurology · 2025Article
- Sleep Characteristics of Children and Youth with Cerebral Palsy.Journal of child neurology · 2025Article
- Emerging methods for measuring physical activity using accelerometry in children and adolescents with neuromotor disorders: a narrative review.Journal of neuroengineering and rehabilitation · 2024Review
- Accurate Monitoring of 24-h Real-World Movement Behavior in People with Cerebral Palsy Is Possible Using Multiple Wearable Sensors and Deep Learning.Sensors (Basel, Switzerland) · 2023Article
- Accelerometer-measured physical activity, sedentary behavior, and sleep in children with cerebral palsy and their adherence to the 24-hour activity guidelines.Developmental medicine and child neurology · 2023Article
- Functional links between thermoregulation and sleep in children with neurodevelopmental and chronic health conditions.Frontiers in psychiatry · 2022Article
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Authors and funding
9 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aimTo measure and describe the 24-hour activities (i.e. physical activity, sedentary behavior, and sleep) and to examine adherence to the 24-hour activity guidelines among children with cerebral palsy (CP) using actigraphy.
methodChildren's 24-hour activities were recorded over 7 days using hip- and wrist-worn ActiGraph wGT3X-BT accelerometers.
resultsIn total, 362 days and 340 nights from 54 children with CP (Gross Motor Function Classification System [GMFCS] levels I-III; 44% females; median age [range] 6 years 6 months [3-12 years]) were included. Mean (SD) daily wear time was 746.2 (48.9) minutes, of which children spent on average 33.8% in light physical activity (251.6 [58.7] minutes per day), 5.2% in moderate-to-vigorous physical activity (38.5 [20.1] minutes per day), and the remaining 61.1% being sedentary (456.1 [80.4] minutes per day). Physical activity decreased while sedentary behavior increased with increasing GMFCS level. In total, 13% of all children met the physical activity recommendations, and 35% met the age-appropriate sleep duration recommendation. The proportion of children meeting the combined 24-hour guidelines for physical activity and sleep was low (5.9%), especially in those classified in GMFCS level III (0%).
interpretationThe observed low 24-hour guideline adherence rates emphasize the importance of considering the entire continuum of movement behaviors in the care of children with CP, in efforts to promote healthy lifestyle behaviors and prevent negative health outcomes.
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