ArticleJournal of activity, sedentary and sleep behaviors2023
Characteristics of 24-hour movement behaviours and their associations with mental health in children and adolescents.
Article in Journal of activity, sedentary and sleep behaviors, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06810570 (Understanding the Impact of Interactive Electronic Devices on Young Children's Development and Health), which is not on this map. Cited by 27 papers, 3 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.
Understanding the Impact of Interactive Electronic Devices on Young Children's Development and Health: the iKids Study
Who cites it
27 citing papers in PubMed, 3 syntheses or guidelines pooled it, 26 citations in OpenAlex.
- Characterizing device-measured sleep in observational health research using compositional data analysis: a systematic review.The international journal of behavioral nutrition and physical activity · 2026Pooled it
- The association between accelerometer-measured physical activity and symptoms of depression and anxiety in children and adolescents: a systematic review and meta-analysis.BMC pediatrics · 2025Pooled it
- 24-hour movement behaviours and mental health in non-clinical populations: A systematic review.PloS one · 2025Pooled it
- Evaluability and feasibility of an intervention combining gaming and social activities to improve mental wellbeing and health behaviour in adolescents facing social challenges.BMC pediatrics · 2026Trial
- Temporal Associations of Physical Activity Volume, Intensity, and Timing With Sleep in Preschool-Aged Children.Journal of sleep research · 2026Trial
- Optimal 24-h movement behaviors and longitudinal changes in adiposity: a compositional data analysis in school-aged children.European journal of pediatrics · 2026Article
- Optimal composition of movement behaviours for healthy weight across the lifespan: a one-stage individual participant data meta-analysis of 11 studies.Research square · 2026Article
- Cross-sectional associations between meeting 24-hour movement behaviour guidelines and mental health among Brazilian adolescents.BMC psychology · 2026Article
- Associations between 24-h movement behaviors and optimal mental health of Chinese university students: a compositional data analysis.BMC public health · 2026Article
- The Goldilocks day for preschoolers' health outcomes: A compositional data analysis of 24-H movement behaviors on weekdays and weekends.Journal of exercise science and fitness · 2026Article
- Is non-adherence to Canadian 24-h movement guidelines associated with emotional and behavioral difficulties in Brazilian adolescents?Journal of exercise science and fitness · 2026Article
- Recommended 24-h movement behavior patterns and equivalent impacts on mental health among Chinese adolescents: a compositional data analysis.Frontiers in psychology · 2026Article
- The Impact of Quantifying Human Locomotor Activity on Examining Sleep-Wake Cycles.Sensors (Basel, Switzerland) · 2025Article
- Trajectories of children's physical activity volume and intensity across the school year: the Ready, Set, Move project.Journal of activity, sedentary and sleep behaviors · 2025Article
- Five-year trends in U. S. child and adolescent 24-hour movement behavior guideline adherence, 2018-2022.Journal of activity, sedentary and sleep behaviors · 2025Article
- High-Intensity Physical Activity During Late Adolescence Predicts Young Adult CT-Based Finite Element Bone Strength in Emerging Adulthood: Iowa Bone Development Study.Children (Basel, Switzerland) · 2025Article
- "If You Haven't Slept a Lot (…) You Don't Want to Go Out for a Run, You Don't Want to Ride a Bike, You Just Kind of Sit and You Just (…) Do Nothing"-Perceptions of 24-Hour Movement Behaviours Among Adolescents Living with Type 1 Diabetes.International journal of environmental research and public health · 2025Article
- Observational
- Transitions of 24-H Movement Behaviour Profiles From Schooldays to Weekends and Their Associations With Health-Related Quality of Life and Well-Being in Czech Adolescents.Child: care, health and development · 2025Article
- Associations of 24-hour movement behaviors with emotional and behavioral problems among Chinese adolescents.Social psychiatry and psychiatric epidemiology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Time-use estimates are typically used to describe 24-hour movement behaviours. However, these behaviours can additionally be characterised by other easily measured metrics. These include sleep quality (e.g., sleep efficiency), 24-hour rest-activity rhythmicity (e.g., between-day rhythm variability), and directly measured acceleration metrics (e.g., intensity gradient). Associations between these characteristics and youth mental health are unclear. This study aimed to [1] compare 24-hour movement behaviour characteristics by sex and age groups, [2] determine which movement behaviour characteristics were most strongly associated with mental health outcomes, and [3] investigate the optimal time-use behaviour compositions for different mental health outcomes. Methods: Three-hundred-and-one children and adolescents (age 9-13 y; 60% girls) wore accelerometers for 24-hours/day over 7-days. Overall mental health, externalising, and internalising problems were self-reported using the Strengths and Difficulties Questionnaire. 24-hour movement behaviour characteristics were categorised as time-use estimates, sleep quality, 24-hour activity rhythmicity, and directly measured acceleration. Linear mixed models and compositional data analysis were used to analyse the data in alignment with the study aims. Results: Time-use estimates, directly measured accelerations, and 24-hour rest-activity rhythm metrics indicated that children were significantly more physically active (p = .01-<0.001) than adolescents. Children were also less sedentary (p < .01), slept longer (p = .02-0.01), and had lower sleep efficiency. Boys were significantly more active than girls (p < .001) who in turn accrued more time in sleep (p = .02). The timing of peak activity was significantly later among adolescents (p = .047). Overall mental health and externalising problems were significantly associated with sleep, sedentary time, sleep efficiency, amplitude, and inter-daily stability (p = .04-0.01). The optimal time-use compositions were specific to overall mental health and externalising problems and were characterised by more sleep, light and vigorous physical activity, and less sedentary time and moderate physical activity than the sample's mean time-use composition. Conclusions: Extracting and examining multiple movement behaviour characteristics from 24-hour accelerometer data can provide a more rounded picture of the interplay between different elements of movement behaviours and their relationships with mental health than single characteristics alone, such as time-use estimates. Applying multiple movement behaviour characteristics to the translation of research findings may enhance the impact of the data for research users. Supplementary Information: The online version contains supplementary material available at 10.1186/s44167-023-00021-9.
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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.