ArticleThe international journal of behavioral nutrition and physical activity2018
Profiles of children's physical activity and sedentary behaviour between age 6 and 9: a latent profile and transition analysis.
Article in The international journal of behavioral nutrition and physical activity, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 1 of them a synthesis that pooled it.
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Who cites it
27 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Tracking and changes in the clustering of physical activity, sedentary behavior, diet, and sleep across childhood and adolescence: A systematic review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025Pooled it
- A glimpse into the impact of physical activity on linear growth in children and adolescents through activity restrictions accompanying the COVID-19 outbreak.BioMedicine · 2026Article
- 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
- Clustering of 24-H Movement Behaviours and Its Associations With Eating Behaviours and Adiposity Among Mongolian Preschool Children: A Cross-Sectional Study.Child: care, health and development · 2025Article
- Identifying characteristics of UK university students at risk of developing adverse markers of health and related behaviours across one year at university: a latent transition approach.BMC public health · 2025Article
- Article
- Typologies of activity-related behaviours during adolescence and their transitions: a longitudinal analysis of the ELSPAC cohort.BMJ open · 2024Article
- Movement behaviour typologies and their associations with adiposity indicators in children and adolescents: a latent profile analysis of 24-h compositional data.BMC public health · 2024Article
- Weekend physical activity profiles and their relationship with quality of life: The SOPHYA cohort of Swiss children and adolescents.PloS one · 2024Article
- Cross-sectional and prospective associations between behavioural patterns and adiposity in school-aged children.Public health nutrition · 2023Article
- The new normal for children's physical activity and screen viewing: a multi-perspective qualitative analysis of behaviours a year after the COVID-19 lockdowns in the UK.BMC public health · 2023Article
- Exploring effects of multi-level factors on transitions of risk-taking behaviors among middle-to-late adolescents.International journal of behavioral development · 2023Article
- Analysis of the 24-h activity cycle: An illustration examining the association with cognitive function in the Adult Changes in Thought study.Frontiers in psychology · 2023Review
- Comparison of children's physical activity profiles before and after COVID-19 lockdowns: A latent profile analysis.PloS one · 2023Article
- A latent transition analysis of physical activity and screen-based sedentary behavior from adolescence to young adulthood.The international journal of behavioral nutrition and physical activity · 2022Article
- Physical Activity, Body Mass Index (BMI) and Abdominal Obesity of Pre-Adolescent Children in the Region of Thrace, NE Greece, in Relation to Socio-Demographic Characteristics.Children (Basel, Switzerland) · 2022Article
- The interplay between social interaction quality and wellbeing in military personnel during their initial two-years of service.Military psychology : the official journal of the Division of Military Psychology, American Psychological Association · 2022Article
- Associations between Child and Family Level Correlates and Behavioural Patterns in School-Aged Children.Children (Basel, Switzerland) · 2021Article
- 24-hour movement behaviour profiles and their transition in children aged 5.5 and 8 years - findings from a prospective cohort study.The international journal of behavioral nutrition and physical activity · 2021Article
- Teachers' Perspectives on the Acceptability and Feasibility of Wearable Technology to Inform School-Based Physical Activity Practices.Frontiers in sports and active living · 2021Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
backgroundPhysical activity is associated with improved physical and mental health among children. However, physical activity declines and sedentary time increases with age, and large proportions of older children do not meet the recommended hour per day of moderate-to-vigorous-intensity physical activity (MVPA). The aim of this paper is to identify profiles of children based on the complex relationship between physical activity and sedentary time at ages 6 and 9 and explore how those profiles are associated with other covariates and how they change over time.
methodsValid accelerometer data were collected for 1132 children aged 6 and 1121 at age 9, with 565 children with data at both ages. We calculated the proportions of total wear time spent in sedentary, light and MVPA activity on both weekdays and weekends. Latent profile (class) analysis was applied separately to the two age groups to identify activity profiles. We then used latent transition analysis to explore transitions between profiles at the two time points.
resultsWe identified five profiles of activity at age 6 and six profiles at age 9. Although profiles were not directly equivalent, five classes captured similar patterns at both ages and ranged from very active to inactive. At both ages, active profiles, where the majority achieved the recommended MVPA guidelines, were more likely to be active at weekends than on weekdays. There was substantial movement between classes, with strongest patterns of movement to classes with no change or a decrease in MVPA. Transition between classes was associated with sex, BMI z-score, screen-viewing and participation in out-of-school activities.
conclusionsThis paper is the first to apply latent profile analysis to the physical activity of UK children as they move through primary school. Profiles were identified at ages 6 and 9, reflecting different weekday and weekend patterns of physical activity and sedentary time. There was substantial movement between profiles between ages 6 and 9, mostly to no change or less active profiles. Weekend differences suggest that greater focus on how weekend activity contributes to an average of 60 min per day of MVPA across the week may be warranted.
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