SynthesisScientific reports2023
Multi-level meta-analysis of whether fostering creativity during physical activity interventions increases their impact on cognitive and academic outcomes during childhood.
Synthesis in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 4 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
19 citing papers in PubMed, 4 syntheses or guidelines pooled it, 21 citations in OpenAlex.
- The impact of physical activity on children's attention and math performance: A meta-analysis.European journal of pediatrics · 2026Pooled it
- Physical Activity, Cognitive Health and Learning in Youth: A Narrative Umbrella Review.International journal of environmental research and public health · 2025Pooled it
- Multi-level meta-analysis of whether fostering creativity during physical activity interventions increases their impact on cognitive and academic outcomes during childhood.Scientific reports · 2023Pooled it
- Educational outcomes of recess in elementary school children: A mixed-methods systematic review.PloS one · 2023Pooled 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
- Acute Effects of Adding Self-Control Tasks to the Daily Mile on Subsequent Cognition and Enjoyment in Children.Healthcare (Basel, Switzerland) · 2026Article
- Enhancing motor skill acquisition and autonomous motivation in university physical education: a randomized controlled trial of a STEAM-integrated approach.Frontiers in psychology · 2026Article
- Effects of 10-week modified badminton curriculum on physical fitness and sustained attention in elementary school children.Scientific reports · 2025Article
- Cross-Cultural Adaptation and Validation of the "Brief Scale of Perceived Barriers to Physical Activity for Children": Analysis of Psychometric Properties.Healthcare (Basel, Switzerland) · 2025Article
- Impact of Active Methodologies Involving Physical Activity on Primary School Students: A Systematic Review (2018-2024).Sports (Basel, Switzerland) · 2025Review
- Can the Components of Physical Fitness Be Linked to Creative Thinking and Fluid Intelligence in Spanish Schoolchildren?Healthcare (Basel, Switzerland) · 2025Article
- The Role of School Environment on the Sustainable Development of Pre-Schoolers' Motor Creativity.Sports (Basel, Switzerland) · 2025Article
- Parental neighbourhood perceptions and active commuting to school in children according to their sex using a self-organised map approach: a cross-sectional study.BMC public health · 2025Article
- How physical activity enhances academic engagement in middle school: a serial mediation model of interpersonal relationships and academic support.Frontiers in psychology · 2025Article
- Examining the multiple mediation effects of creative personality and self-esteem on the relationship between exercise and smartphone dependence in adolescents.Frontiers in psychology · 2025Article
- Football training vs. martial arts training: How are they related to executive function skills in 5-6-year-old boys?Frontiers in psychology · 2025Article
- The Impact of the Interactive Floor Device and Aerobic Training on Executive Functions in Children.Children (Basel, Switzerland) · 2024Article
- Resistance Exercise Training as a New Trend in Alzheimer's Disease Research: From Molecular Mechanisms to Prevention.International journal of molecular sciences · 2024Review
- Efficiency of an Alternative Physical Education Program for the Lower Grades of Elementary School Children.Children (Basel, Switzerland) · 2023Article
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 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Neuroplasticity research supports the idea that varied practice and new environments promote cognitive engagement and enhance learning. Expanding on a meta-analysis of the effect of physical activity interventions on cognition and academic outcomes, we reviewed and quantified the impact of task and environmental factors that foster creative physical activity. Interventions were considered as fostering creative physical activity to a greater extent if (1) they were varied, (2) relied less on technical acquisition, instruction or demonstration, (3) involved open spaces, props, or open-ended instructions, and (4) involved interactions with peers. A wide range of physical activities were considered, from dance to aerobic exercise across 92 studies in 5-12-year-old children. Creativity ratings of physical activity interventions were varied but did not associate with greater beneficial effects on executive functions (k = 45), academic achievement (k = 47), or fluid intelligence (k = 8). Studies assessing on-task behaviour (k = 5) tended not to foster creativity, while reversely studies assessing creativity tended to foster creative physical activities (k = 5). As a group, three studies that fostered more creative PA showed a small significant negative summary effect on cognitive flexibility. Considering qualitative differences in the physical activities performed in schools will improve our understanding of their mechanisms of impact. Future research should consider using more varied measures, including more proximal outcomes that involve body movements (e.g., a Simon Says task to measure inhibitory control).
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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.