ArticleThe international journal of behavioral nutrition and physical activity2018
Physical activity and sedentary behavior in preschoolers: a longitudinal assessment of trajectories and determinants.
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 32 papers, 3 of them syntheses that pooled it.
What it found
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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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
32 citing papers in PubMed, 3 syntheses or guidelines pooled it, 67 citations in OpenAlex.
- Pooled it
- Through the Looking Glass: A Systematic Review of Longitudinal Evidence, Providing New Insight for Motor Competence and Health.Sports medicine (Auckland, N.Z.) · 2022Pooled it
- Association between fundamental motor skills and physical activity in the early years: A systematic review and meta-analysis.Journal of sport and health science · 2020Pooled it
- Study on the influence of school active break on children's physical activity level and classroom on-task concentration.Frontiers in public health · 2026Trial
- Effectiveness of a Parent-Based eHealth Intervention on Physical Activity, Dietary Behaviors, and Sleep in Preschoolers: Randomized Controlled Trial.Journal of medical Internet research · 2025Trial
- Effects of physically active lessons and active breaks on cognitive performance and health indicators in elementary school children: a cluster randomized trial.The international journal of behavioral nutrition and physical activity · 2025Trial
- Gardening in Childcare Centers: A Randomized Controlled Trial Examining the Effects of a Garden Intervention on Physical Activity among Children Aged 3-5 Years in North Carolina.International journal of environmental research and public health · 2023Trial
- Sleep and Movement Behaviours in Preschool Children: A Cross-Sectional Study With Compositional Data Analysis.Journal of sleep research · 2026Article
- Association between physical activity of different intensities and balance ability in preschool children: gender and age differences.BMC public health · 2026Article
- Bidirectional, prospective associations between physical activity, fundamental motor skills, and physical fitness in preschool children.BMC public health · 2025Article
- "Sport is NOT a luxury." The perceived impact of the cost-of-living crisis on sport and physical activity opportunities for children and adolescents in Northern Ireland (NI): A cross-sectional survey.BMC public health · 2025Article
- The impact of sports experience on manual dexterity performances in school-age children.Heliyon · 2025Article
- Longitudinal Change in Physical Activity in Children 6 to 36 Months of Age.The Journal of pediatrics · 2025Article
- Relationship between having siblings and developmental status: A cross-sectional study in a cohort of 2-year-old Iranian children.Journal of education and health promotion · 2025Article
- Are school uniforms associated with gender inequalities in physical activity? A pooled analysis of population-level data from 135 countries/regions.Journal of sport and health science · 2024Article
- The Bidirectional Correlation between Fundamental Motor Skill and Moderate-to-Vigorous Physical Activities: A Systematic Review and Meta-Analysis.Children (Basel, Switzerland) · 2023Review
- Relation between Demographics and Physical Activity among Preschoolers Attending Head Start.Journal of child and family studies · 2022Article
- The multivariate physical activity signatures associated with body mass index and waist-to-height ratio in 3-5-year-old Norwegian children.Preventive medicine reports · 2022Article
- Trajectories of physical activity and sedentary time in Norwegian children aged 3-9 years: a 5-year longitudinal study.The international journal of behavioral nutrition and physical activity · 2022Article
- The Impact of COVID-19 on Preschool-Aged Children's Movement Behaviors in Hong Kong: A Longitudinal Analysis of Accelerometer-Measured Data.International journal of environmental research and public health · 2021Article
Corrections and comments
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Authors and funding
13 authors at 5 institutions in 1 country.
Funding
Abstract
backgroundDespite physical activity (PA) being recognized as a critically important factor for good physical and mental health already early in life and throughout the life course, prospective data on activity behavior during the preschool years remains scarce. This study examined trajectories and determinants of levels and change in total PA (TPA), moderate-to-vigorous PA (MVPA) and sedentary behavior (SB) in a representative sample of Swiss preschoolers.
methodsData were drawn from the Swiss Preschoolers' Health Study (SPLASHY), a multi-site prospective cohort study including 555 children (53% boys) aged 2-to-6 years at baseline. A follow-up was conducted after 12 months. Activity behavior was measured using accelerometers. Information on 35 potential determinants from different socio-ecological domains was either directly measured or parent-reported. Trajectories of TPA, MVPA and SB over time were described for boys and girls. Linear mixed models were used to investigate factors that predicted levels and change in TPA, MVPA and SB.
resultsAll children were sufficiently physically active according to published recommendations for preschoolers. Trajectory profiles revealed a marked increase in TPA and MVPA in boys and girls whereas SB remained fairly stable over time. Mixed modeling demonstrated that variables most relevant to determining PA levels were sex, age and activity temperament (all positively associated). Together with gross motor skills, birth weight, family structure (only for TPA) and season (only for MVPA), these factors accounted for 26 and 32% of total variance explained in TPA and MVPA, respectively. Activity temperament emerged as the strongest determinant of SB (negative association) and explained with sex, season and family structure 20% of total variance in SB. The presence of older siblings was the only factor that predicted change in PA over time.
conclusionsIn this healthy physically active cohort of preschoolers, non-modifiable individual-level factors had the greatest influence on PA. The limited success of this and previous studies to identify modifiable determinants and the finding that most preschoolers were sufficiently active suggest that future attempts should provide insights into how preschoolers' activity levels can be maintained and fostered to prevent subsequent harmful declines attributable, amongst others, to educational transitions. Thus, good-quality longitudinal studies are needed.
trial registrationCurrent Controlled Trials ISRCTN41045021 (date of registration: 21.03.14).
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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.