ArticleThe international journal of behavioral nutrition and physical activity2019
Joint physical-activity/screen-time trajectories during early childhood: socio-demographic predictors and consequences on health-related quality-of-life and socio-emotional outcomes.
Article in The international journal of behavioral nutrition and physical activity, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 5 of them syntheses that pooled it.
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Who cites it
35 citing papers in PubMed, 5 syntheses or guidelines pooled it, 88 citations in OpenAlex.
- Lifestyle interventions and 24-hour movement behaviors in preschool children: a systematic review and meta-analysis.Frontiers in public health · 2026Pooled 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
- Effects of eHealth Interventions on 24-Hour Movement Behaviors Among Preschoolers: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2024Pooled it
- Combinations of Physical Activity, Sedentary Behavior, and Sleep Duration and Their Associations With Physical, Psychological, and Educational Outcomes in Children and Adolescents: A Systematic Review.American journal of epidemiology · 2023Pooled it
- Measurement of screen time among young children aged 0-6 years: A systematic review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2021Pooled it
- Physical activity and quality of life in children: Findings from the Health Oriented Pedagogical Project (HOPP).PloS one · 2026Trial
- Latent Trajectories of Screen Time and Their Predictors in School-Aged Children: A Six-Year Longitudinal Analysis.Psychiatry investigation · 2026Article
- Fundamental Motor Skills and Physical Activity: Short-Term but Not Sustained Associations Between Improved Locomotor Skills and Preschoolers' Physical Activity Following a Motor Skill Intervention.Pediatric exercise science · 2026Article
- Physical activity and mental health in children and adolescents during and after the COVID-19 pandemic: findings from the six-wave German COPSY study.Frontiers in sports and active living · 2026Article
- Mediating Effects of Executive Function on the Relationship between Sleep Problems and Emotional and Behavioral Problems among Preschoolers: Physical Activity as a Protective Factor.Child psychiatry and human development · 2025Article
- Religious Belief Among Women in Australia: Characteristics and Role in Influencing Children's Health-Related Quality of Life and Lifestyle.Journal of religion and health · 2025Article
- Comparison of body mass index and physical activity levels of e-sportsmen.Frontiers in public health · 2025Article
- The Performance of Ankle- and Waist-Based Accelerometry in Quantifying Physical Activity Intensity Among 6- to 24-Month-Year-Olds: A Semistructured Laboratory Study.Child: care, health and development · 2025Article
- Associations between nature exposure, screen use, and parent-child relations: a scoping review.Systematic reviews · 2024Article
- Screen time among preschoolers: exploring individual, familial, and environmental factors.Clinical and experimental pediatrics · 2024Article
- Screen time, brain network development and socio-emotional competence in childhood: moderation of associations by parent-child reading.Psychological medicine · 2024Article
- Measurement Method Options to Investigate Digital Screen Technology Use by Children and Adolescents: A Narrative Review.Children (Basel, Switzerland) · 2024Review
- Trajectories of lifestyle patterns from 2 to 8 years of age and cardiometabolic risk in children: the GUSTO study.The international journal of behavioral nutrition and physical activity · 2024Article
- Family Meal Environment Differentially Conditions the Prospective Association between Early Childhood Screen Time and Key Social Relationships in Adolescent Girls.Children (Basel, Switzerland) · 2024Article
- Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundUnderstanding the early roots of physical activity and sedentary behaviors is critical to developing intervention programs that promote healthy lifestyle habits in infants and children. There is, however, no evidence on how these behaviors cluster and develop together during early childhood. The aim of this study was to identify single and joint longitudinal trajectories in physical activity and screen time amongst children aged 0 to 9 years, their social-demographic predictors and their prospective health-related quality-of-life and socio-emotional outcomes.
methodsThree waves of data from The Longitudinal Study of Australian Children, a national study tracking two cohorts every 2 years (B-cohort, 0-5 years, n = 4,164; K-cohort, 4-9 years, n = 3,974) were analysed. Growth mixture modelling was applied to longitudinal time-use diary data to identify joint trajectories in children's physical activity and screen time over Waves 1-3. Key socio-demographic variables measured at Wave 1 were used to predict membership in different trajectories. The prospective consequences (at Wave 3) of time-use trajectories on health-related quality-of-life and socio-emotional outcomes were assessed.
resultsThree physical-activity/screen-time trajectories were identified for both cohorts: Cluster-A-children who maintained low levels of physical activity and screen time (∽50% of the sample), Cluster-B-children who progressively increased physical activity and maintained low screen-time levels (∽25%), and Cluster-C-children who maintained low physical-activity levels and increased screen time (∽25%). Children in Cluster-B experienced the best health-related quality-of-life and socio-emotional outcomes, while those in Cluster-C experienced the worst. Children who were female, Indigenous, from non-English-speaking backgrounds, not living with two biological parents, in more affluent households and neighbourhoods, without siblings and with parents with poor mental health were at greater risk of falling into Cluster-A or Cluster-C.
conclusionOur findings identified which children are most at-risk of falling into time-use trajectories that lead to poor health-related quality-of-life and socio-emotional outcomes later in life, increasing our ability to monitor, detect and prevent these suboptimal behaviours prior to their onset.
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