SynthesisBMC public health2024
Clusters of 24-hour movement behavior and diet and their relationship with health indicators among youth: a systematic review.
Synthesis in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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
21 citing papers in PubMed.
- Examining the Influence of Promoting Physical Activity Bouts on Adolescent Movement Dispersion: Secondary Analysis of a Randomized Control Trial.Journal for specialists in pediatric nursing : JSPN · 2026Trial
- Diet, Activity and Sleep Clusters Associated With Obesity Markers of Children in the US-Affiliated Pacific.Acta paediatrica (Oslo, Norway : 1992) · 2025Trial
- Integrating Sleep, Eating, Bowel Habits, and Physical Activity in Children and Adolescents: A Conceptual Review of the Four Kai Framework.Children (Basel, Switzerland) · 2026Review
- Behavioral and Contextual Patterns Derived From Ecological Momentary Assessment and Wearable Sensors and Their Associations With Health-Related Outcomes: WEALTH Cross-Sectional Study.JMIR formative research · 2026Article
- Prospective association between baseline ultra-processed food consumption and future adherence to the 24-h movement guidelines in children: findings from the SENDO project.European journal of pediatrics · 2026Article
- 24-h Movement Behaviors and Incident Hypertension Among Adolescents: A Prospective Study From the ABCD Study.Scandinavian journal of medicine & science in sports · 2026Article
- Association of early childhood lifestyle patterns with overweight in preschoolers and timing of adiposity rebound.The international journal of behavioral nutrition and physical activity · 2026Article
- Body Roundness Index and Reported Vision Difficulty in U.S. Children and Adolescents: A Cross-Sectional Study of NHANES 2021-2023.Healthcare (Basel, Switzerland) · 2026Article
- Multimodal (Bio)Markers and Risk of Obesity - A Comprehensive Scoping Review.Advances in nutrition (Bethesda, Md.) · 2026Article
- Factors associated with meeting the recommendations for physical activity, sedentary behavior, and sleep in adolescents: a cross-sectional study.Revista paulista de pediatria : orgao oficial da Sociedade de Pediatria de Sao Paulo · 2026Article
- Overweight and obesity among youth in a city in Western Amazonia: a time trend analysis from 2006 to 2024 of the largest geographic capital of Brazil.Public health nutrition · 2025Article
- Article
- Lifestyle Behavior Patterns and Their Association with Active Commuting to School Among Spanish Adolescents: A Cluster Analysis.Healthcare (Basel, Switzerland) · 2025Article
- 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
- Mapping Evidence on Integrated 24-Hour Movement Behaviors in Children and Adolescents: A Scoping Review of Reviews.Children (Basel, Switzerland) · 2025Review
- Article
- Co-occurrence and clustering characteristics of health risk behaviors among older adults in China.Frontiers in public health · 2025Article
- Considering the 24-Hour Activity Cycle in Older Adults.American journal of lifestyle medicine · 2025Review
- Article
- Lifestyle Clusters of Diet Quality, Sleep, and Screen Time and Associations with Weight Status in Children from Madrid City: ENPIMAD Study.Nutrients · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Movement-related behaviors (physical activity [PA], sedentary behavior [SB], and sleep) and diet interact with each other and play important roles in health indicators in youth. This systematic review aimed to investigate how PA, SB, sleep, and diet cluster in youth by biological sex; and to examine which cluster are associated with health indicators. This study was registered in PROSPERO (number: CRD42018094826). Five electronic databases were assessed. Eligibility criteria allowed studies that included youth (aged 19 years and younger), and only the four behaviors {PA, SB, sleep, and diet (ultra-processed foods [UPF]; fruits and vegetables [FV])} analyzed by applying data-based cluster procedures. From 12,719 articles screened; 23 were included. Of these, four investigated children, and ten identified clusters by biological sex. Sixty-six mixed cluster were identified including, 34 in mixed-sex samples, 10 in boys and 11 in girls. The most frequent clusters in mixed-sex samples were "High SB UPF Low Sleep", "Low PA High SB Satisfactory Sleep", and "High PA". The main difference in profiles according to sex was that girls' clusters were characterized by high sleep duration, whereas boys' clusters by high PA. There were a few associations found between cluster types and health indicators, highlighting that youth assigned to cluster types with low PA exhibited higher adiposity. In conclusion, the youth presented a range of clusters of behaviors, typically exhibiting at least one unhealthy behavior. Similar patterns were observed in both sexes with the biggest difference in time of sleep for girls and PA for boys. These findings underscore the importance of intervention strategies targeting multiple behaviors simultaneously to enhance health risk profiles and indicators in children and adolescents.
Indexed as
Identifiers
What OpenQuestion holds
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.