The DOI matches its Crossref record; 80 of the 80 references it cites were found in a registry or an index; 10 of the 41 sources its claims cite were checked for support.
Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis
Open accessAbstract
Objectives The aim of this meta-analysis was to provide a systematic review of intervention studies that investigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children (6-12 years of age). In addition, a systematic quantification of the effects of physical activity on these domains is provided. Design Systematic review and meta-analysis. Methods Searches of electronic databases and examining relevant reviews between 2000 and April 2017 resulted in 31 intervention studies meeting the inclusion criteria. Four subdomains of executive functions (inhibition, working memory, cognitive flexibility and planning), three subdomains of attention (selective, divided and sustained) and three subdomains of academic performance (mathematics, spelling and reading) were distinguished. Effects for different study designs (acute physical activity or longitudinal physical activity programs), type of physical activity (aerobic or cognitively engaging) and duration of intervention were examined separately. Results Acute physical activity has a positive effect on attention (g=0.43; 95% CI=0.09, 0.77; 6 studies), while longitudinal physical activity programs has a positive effect on executive functions (g=0.24; 95% CI=0.09, 0.39; 12 studies), attention (g=0.90; 95% CI=0.56, 1.24; 1 study) and academic performance (g=0.26; 95% CI=0.02, 0.49; 3 studies). The effects did depend on the subdomain. Conclusions Positive…
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
10 of 41 cited sources checked · 4 supported · 0 flagged · accuracy not yet measured
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Within the preadolescent age range, previous meta-analyses have shown that enhanced cognitive functioning as a result of physical activity is most clearly seen in executive functions 12 and attention.8”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 1. Introduction European preadolescent children (aged 6-12 years) spend 209 min/day (64%) of their school time in sedentary activities, while spending only 16 min/day (5%) in moderate to vigorous physical activity (MVPA). 1 This is concerning because apart from the clear physical health benefits of MVPA in children, 2,3 an expanding body of literature shows that MVPA is positively associated with key cognitive functions that are important for success in school.4 Recently, many researchers have been focusing on the executive functions hypothesis.5 This hypothesis states that MVPA leads to increased activity in selective parts of the brain structural network and especially improves executive functions.5 Executive functions are higher order cognitive functions that are responsible for initiating, adapting, regulating, monitoring, and controlling information processes and behavior.6,7 These functions are often thought of as an important prerequisite for successful learning in preadolescent children.7 Other researchers have focused on more lower-order cognitive tasks, with particular interest in attention.8 Attention is defined as a cognitive state in which a child focuses on a selection of available perceptual information.9 Although attention is closely related to executive functions, 10 it can be seen as a lower order cognitive function and it is mostly measured with performance on reaction time or other simple decisional tasks.11 Improvements in these cognitive functions as a result of increased physical activity may, in turn, improve children's academic performance.https://doi.org/10.1016/j.jsams.2017.09.595 1440-2440/© 2017 Sports Medicine Australia.Published by Elsevier Ltd.All rights reserved. Within the preadolescent age range, previous meta-analyses have shown that enhanced cognitive functioning as a result of physical activity is most clearly seen in executive functions 12 and attention.8 These cognitive functions are indispensable for success throughout life and are often thought of as an important prerequisite for successful learning.7 Several underlying mechanisms might explain the effects of physical activity on cognitive functions.First, a single bout of physical activity (acute physical activity) is thought to immediately elevate the child's level of physiological arousal, which in turn facilitates the cognitive performance by an increased allocation of attention.13,14 From a psycho-physiological perspective, acute physical activity triggers an increase of neurotransmitters (e.g.epinephrine, dopamine, brain-derived neurotrophic factors), which are thought to enhance cognitive processes.15,16 Secondly, according to the cardiovascular fitness hypothesis, an intervention program that contains continuous aerobic physical activity over several weeks (longitudinal physical activity program) is thought to improve aerobic fitness and consequently improve cognitive performance.17 This hypothesis is supported by the argue that physical activity enhances the angiogenesis 18 and neurogenesis 16 in areas of the brain that support memory and learning, subsequently enhancing cognitive performance.19 More recently, other researchers argue that instead of 'simple' aerobic physical activity (i.e.physical activity that is intended to improve cardiovascular performance), cognitively engaging physical activity (i.e.physical activity that is cognitively challenging) is more beneficial for cognition.[20][21][22] Cognitive engagement is the amount of both the allocation of attention and the cognitive effort that are needed for a certain activity.20,23 Physical activities with a relatively high cognitive engagement (e.g.tennis, where children have to plan strategically, focus attention, and so forth) are suggested to have more effect on executive functions, compared to physical activities with a relatively low cognitive engagement (e.g.long distance running, which involves more automated movements).20,22 These different underlying mechanisms suggest that the effects for physical activity to improve attention, executive functions and academic performance in children might depend on the duration or type (aerobic vs cognitively engaging) of physical activity is chosen. Previously, studies have mainly focused on the association between physical activity and overall cognitive functioning in children.The results from a previous meta-analysis showed a positive association between physical activity and overall cognitive functioning in children (effect size [ES] = 0.21; 8-10 years).24 Meta-analyses on studies allowing the investigation of causal relationships showed significant positive effects of physical activity on children's executive functions (ES = 0.57; 6-12 years) 12 and academic performance (ES = 0.27; 3-18 years).4 In these previous meta-analyses only a few intervention studies investigated the causal effects in preadolescent children, especially those intervention studies that implemented a longitudinal physical activity program.12 More recently, several randomized controlled trials have become available, aimed at investigating the effects of acute physical activity and longitudinal physical activity programs on cognitive functioning in preadolescent children.20,25,26 The current meta-analysis updates and expands previous metaanalyses by including only studies that investigate the effects of acute physical activity or longitudinal physical activity programs with an appropriate control group.All correlational studies were excluded from the present meta-analysis, as these designs do not allow investigation of causal effects.In addition, uncontrolled studies were excluded, because these designs do not allow conclusions on whether the possible improvements would also have been found if the participants had been exposed to another intervention not involving physical activity.27 The aim of the present meta-analysis is to provide a systematic review of all available studies that inves-tigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children.In addition, a systematic quantification of the effects of physical activity on these domains is provided.
What the sources say
- Not checked — no full text of the sourcecites [12] 12. Verburgh L, Königs M, Scherder EJ et al. Physical exercise and executive functions in preadolescent children, adolescents and young adults: a meta-analysis. Br J Sports Med 2014; 48(12):973-979. source
- Partly supportedcites [8] 8. Chang Y, Labban J, Gapin J et al. The effects of acute exercise on cognitive per- formance: a meta-analysis. Brain Res 2012; 1453:87-101. sourceExperimental — accuracy not yet measured
Section 2.4 reports that attention tasks were among the categories with the largest benefits immediately after acute exercise, supporting the attention portion of the claim. But Section 2.1 says most included studies tested young adults and only nine tested participants aged 5–20; the reported attention finding is not specific to preadolescents. Page numbers are unavailable in our copy. (LLM, conf=0.87)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe cited sources support only part of this claim — read each source’s verdict below.
In the paper
“More recently, several randomized controlled trials have become available, aimed at investigating the effects of acute physical activity and longitudinal physical activity programs on cognitive functioning in preadolescent children.20,25,26”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 1. Introduction European preadolescent children (aged 6-12 years) spend 209 min/day (64%) of their school time in sedentary activities, while spending only 16 min/day (5%) in moderate to vigorous physical activity (MVPA). 1 This is concerning because apart from the clear physical health benefits of MVPA in children, 2,3 an expanding body of literature shows that MVPA is positively associated with key cognitive functions that are important for success in school.4 Recently, many researchers have been focusing on the executive functions hypothesis.5 This hypothesis states that MVPA leads to increased activity in selective parts of the brain structural network and especially improves executive functions.5 Executive functions are higher order cognitive functions that are responsible for initiating, adapting, regulating, monitoring, and controlling information processes and behavior.6,7 These functions are often thought of as an important prerequisite for successful learning in preadolescent children.7 Other researchers have focused on more lower-order cognitive tasks, with particular interest in attention.8 Attention is defined as a cognitive state in which a child focuses on a selection of available perceptual information.9 Although attention is closely related to executive functions, 10 it can be seen as a lower order cognitive function and it is mostly measured with performance on reaction time or other simple decisional tasks.11 Improvements in these cognitive functions as a result of increased physical activity may, in turn, improve children's academic performance.https://doi.org/10.1016/j.jsams.2017.09.595 1440-2440/© 2017 Sports Medicine Australia.Published by Elsevier Ltd.All rights reserved. Within the preadolescent age range, previous meta-analyses have shown that enhanced cognitive functioning as a result of physical activity is most clearly seen in executive functions 12 and attention.8 These cognitive functions are indispensable for success throughout life and are often thought of as an important prerequisite for successful learning.7 Several underlying mechanisms might explain the effects of physical activity on cognitive functions.First, a single bout of physical activity (acute physical activity) is thought to immediately elevate the child's level of physiological arousal, which in turn facilitates the cognitive performance by an increased allocation of attention.13,14 From a psycho-physiological perspective, acute physical activity triggers an increase of neurotransmitters (e.g.epinephrine, dopamine, brain-derived neurotrophic factors), which are thought to enhance cognitive processes.15,16 Secondly, according to the cardiovascular fitness hypothesis, an intervention program that contains continuous aerobic physical activity over several weeks (longitudinal physical activity program) is thought to improve aerobic fitness and consequently improve cognitive performance.17 This hypothesis is supported by the argue that physical activity enhances the angiogenesis 18 and neurogenesis 16 in areas of the brain that support memory and learning, subsequently enhancing cognitive performance.19 More recently, other researchers argue that instead of 'simple' aerobic physical activity (i.e.physical activity that is intended to improve cardiovascular performance), cognitively engaging physical activity (i.e.physical activity that is cognitively challenging) is more beneficial for cognition.[20][21][22] Cognitive engagement is the amount of both the allocation of attention and the cognitive effort that are needed for a certain activity.20,23 Physical activities with a relatively high cognitive engagement (e.g.tennis, where children have to plan strategically, focus attention, and so forth) are suggested to have more effect on executive functions, compared to physical activities with a relatively low cognitive engagement (e.g.long distance running, which involves more automated movements).20,22 These different underlying mechanisms suggest that the effects for physical activity to improve attention, executive functions and academic performance in children might depend on the duration or type (aerobic vs cognitively engaging) of physical activity is chosen. Previously, studies have mainly focused on the association between physical activity and overall cognitive functioning in children.The results from a previous meta-analysis showed a positive association between physical activity and overall cognitive functioning in children (effect size [ES] = 0.21; 8-10 years).24 Meta-analyses on studies allowing the investigation of causal relationships showed significant positive effects of physical activity on children's executive functions (ES = 0.57; 6-12 years) 12 and academic performance (ES = 0.27; 3-18 years).4 In these previous meta-analyses only a few intervention studies investigated the causal effects in preadolescent children, especially those intervention studies that implemented a longitudinal physical activity program.12 More recently, several randomized controlled trials have become available, aimed at investigating the effects of acute physical activity and longitudinal physical activity programs on cognitive functioning in preadolescent children.20,25,26 The current meta-analysis updates and expands previous metaanalyses by including only studies that investigate the effects of acute physical activity or longitudinal physical activity programs with an appropriate control group.All correlational studies were excluded from the present meta-analysis, as these designs do not allow investigation of causal effects.In addition, uncontrolled studies were excluded, because these designs do not allow conclusions on whether the possible improvements would also have been found if the participants had been exposed to another intervention not involving physical activity.27 The aim of the present meta-analysis is to provide a systematic review of all available studies that inves-tigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children.In addition, a systematic quantification of the effects of physical activity on these domains is provided.
What the sources say
- Not checked — no full text of the sourcecites [20] 20. *Schmidt M, Jäger K, Egger F et al. Cognitively engaging chronic physical activity, but not aerobic exercise, affects executive functions in primary school children: a group-randomized controlled trial. J Sport Exerc Psychol 2015; 37(6):575-591. source
- Not checked — no full text of the sourcecites [25] 25. *Altenburg TM, Chinapaw MJ, Singh AS. Effects of one versus two bouts of mod- erate intensity physical activity on selective attention during a school morning in Dutch primary schoolchildren: a randomized controlled trial. J Sci Med Sport 2016; 19(10):820-824. source
- Partly supportedcites [26] 26. *Hillman CH, Pontifex MB, Castelli DM et al. Effects of the FITKids random- ized controlled trial on executive control and brain function. Pediatr 2014; 134(4):e1063-e1071. sourceExperimental — accuracy not yet measured
The Discussion describes FITKids as a 9-month randomized physical-activity intervention that assessed executive control in children, and it discusses other trials of activity programs. This supports the longitudinal-program portion of the sentence, but our copy does not establish the portion about randomized trials of acute physical activity. (LLM, conf=0.84)
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe cited sources support only part of this claim — read each source’s verdict below.
In the paper
“This finding is supported by the recent meta-analysis that compared the effects of different types of longitudinal physical activity programs on cognitive functioning in children and adolescents.22”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 4. Discussion
What the sources say
- Partly supportedcites [22] 22. Vazou S, Pesce C, Lakes K et al. More than one road leads to Rome: a narrative review and meta-analysis of physical activity intervention effects on cognition in youth. Int J Sport Exerc Psychol 2016:1-26. sourceExperimental — accuracy not yet measured
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The effects did depend on the subdomain.”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > Abstract Objectives: The aim of this meta-analysis was to provide a systematic review of intervention studies that investigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children (6-12 years of age).In addition, a systematic quantification of the effects of physical activity on these domains is provided.Design: Systematic review and meta-analysis.Methods: Searches of electronic databases and examining relevant reviews between 2000 and April 2017 resulted in 31 intervention studies meeting the inclusion criteria.Four subdomains of executive functions (inhibition, working memory, cognitive flexibility and planning), three subdomains of attention (selective, divided and sustained) and three subdomains of academic performance (mathematics, spelling and reading) were distinguished.Effects for different study designs (acute physical activity or longitudinal physical activity programs), type of physical activity (aerobic or cognitively engaging) and duration of intervention were examined separately.Results: Acute physical activity has a positive effect on attention (g = 0.43; 95% CI = 0.09, 0.77; 6 studies), while longitudinal physical activity programs has a positive effect on executive functions (g = 0.24; 95% CI = 0.09, 0.39; 12 studies), attention (g = 0.90; 95% CI = 0.56, 1.24; 1 study) and academic performance (g = 0.26; 95% CI = 0.02, 0.49; 3 studies).The effects did depend on the subdomain.Conclusions: Positive effects were found for physical activity on executive functions, attention and academic performance in preadolescent children.Largest effects are expected for interventions that aim for continuous regular physical activity over several weeks.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“academic performance (g = 0.26; 95% CI = 0.02, 0.49; 3 studies)”
- Also stated in: § 3. Results · plain
“An overall small to moderate positive effect was found on academic performance [Hedges' g = 0.26; 95% CI = 0.02, 0.49; p = 0.032].”
- Also stated in: § 4. Discussion · plain
“a positive small to moderate effect on academic performance (ES = 0.26)”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > Abstract Objectives: The aim of this meta-analysis was to provide a systematic review of intervention studies that investigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children (6-12 years of age).In addition, a systematic quantification of the effects of physical activity on these domains is provided.Design: Systematic review and meta-analysis.Methods: Searches of electronic databases and examining relevant reviews between 2000 and April 2017 resulted in 31 intervention studies meeting the inclusion criteria.Four subdomains of executive functions (inhibition, working memory, cognitive flexibility and planning), three subdomains of attention (selective, divided and sustained) and three subdomains of academic performance (mathematics, spelling and reading) were distinguished.Effects for different study designs (acute physical activity or longitudinal physical activity programs), type of physical activity (aerobic or cognitively engaging) and duration of intervention were examined separately.Results: Acute physical activity has a positive effect on attention (g = 0.43; 95% CI = 0.09, 0.77; 6 studies), while longitudinal physical activity programs has a positive effect on executive functions (g = 0.24; 95% CI = 0.09, 0.39; 12 studies), attention (g = 0.90; 95% CI = 0.56, 1.24; 1 study) and academic performance (g = 0.26; 95% CI = 0.02, 0.49; 3 studies).The effects did depend on the subdomain.Conclusions: Positive effects were found for physical activity on executive functions, attention and academic performance in preadolescent children.Largest effects are expected for interventions that aim for continuous regular physical activity over several weeks.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Also stated in: § 3. Results · plain
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Acute physical activity has a positive effect on attention (g = 0.43; 95% CI = 0.09, 0.77; 6 studies)”
- Also stated in: § 3. Results · plain
“Overall, acute physical activity resulted in a small to moderate improvement of selective attention [Hedges' g = 0.43; 95% CI = 0.09, 0.77; p = 0.013].”
- Also stated in: § 4. Discussion · plain
“The meta-analysis showed that acute physical activity has a positive small to moderate effect on attention (ES = 0.43)”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > Abstract Objectives: The aim of this meta-analysis was to provide a systematic review of intervention studies that investigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children (6-12 years of age).In addition, a systematic quantification of the effects of physical activity on these domains is provided.Design: Systematic review and meta-analysis.Methods: Searches of electronic databases and examining relevant reviews between 2000 and April 2017 resulted in 31 intervention studies meeting the inclusion criteria.Four subdomains of executive functions (inhibition, working memory, cognitive flexibility and planning), three subdomains of attention (selective, divided and sustained) and three subdomains of academic performance (mathematics, spelling and reading) were distinguished.Effects for different study designs (acute physical activity or longitudinal physical activity programs), type of physical activity (aerobic or cognitively engaging) and duration of intervention were examined separately.Results: Acute physical activity has a positive effect on attention (g = 0.43; 95% CI = 0.09, 0.77; 6 studies), while longitudinal physical activity programs has a positive effect on executive functions (g = 0.24; 95% CI = 0.09, 0.39; 12 studies), attention (g = 0.90; 95% CI = 0.56, 1.24; 1 study) and academic performance (g = 0.26; 95% CI = 0.02, 0.49; 3 studies).The effects did depend on the subdomain.Conclusions: Positive effects were found for physical activity on executive functions, attention and academic performance in preadolescent children.Largest effects are expected for interventions that aim for continuous regular physical activity over several weeks.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Also stated in: § 3. Results · plain
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“longitudinal physical activity programs has a positive effect on executive functions (g = 0.24; 95% CI = 0.09, 0.39; 12 studies)”
- Also stated in: § 3. Results · plain
“A small to moderate positive effect was found for longitudinal physical activity programs on executive functions [Hedges' g = 0.24; 95% CI = 0.09, 0.39; p = 0.001] (s = 12, k = 15).”
- Also stated in: § 4. Discussion · plain
“longitudinal physical activity programs has a positive small to moderate effect on executive functions (ES = 0.24)”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > Abstract Objectives: The aim of this meta-analysis was to provide a systematic review of intervention studies that investigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children (6-12 years of age).In addition, a systematic quantification of the effects of physical activity on these domains is provided.Design: Systematic review and meta-analysis.Methods: Searches of electronic databases and examining relevant reviews between 2000 and April 2017 resulted in 31 intervention studies meeting the inclusion criteria.Four subdomains of executive functions (inhibition, working memory, cognitive flexibility and planning), three subdomains of attention (selective, divided and sustained) and three subdomains of academic performance (mathematics, spelling and reading) were distinguished.Effects for different study designs (acute physical activity or longitudinal physical activity programs), type of physical activity (aerobic or cognitively engaging) and duration of intervention were examined separately.Results: Acute physical activity has a positive effect on attention (g = 0.43; 95% CI = 0.09, 0.77; 6 studies), while longitudinal physical activity programs has a positive effect on executive functions (g = 0.24; 95% CI = 0.09, 0.39; 12 studies), attention (g = 0.90; 95% CI = 0.56, 1.24; 1 study) and academic performance (g = 0.26; 95% CI = 0.02, 0.49; 3 studies).The effects did depend on the subdomain.Conclusions: Positive effects were found for physical activity on executive functions, attention and academic performance in preadolescent children.Largest effects are expected for interventions that aim for continuous regular physical activity over several weeks.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Also stated in: § 3. Results · plain
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“attention (g = 0.90; 95% CI = 0.56, 1.24; 1 study)”
- Also stated in: § 3. Results · plain
“One study (k = 2) found a large positive effect of a longitudinal physical activity program on selective attention [Hedges' g = 0.90; 95% CI = 0.56, 1.24; p = < 0.001].”
- Also stated in: § 4. Discussion · plain
“a positive large effect on attention (ES = 0.90)”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > Abstract Objectives: The aim of this meta-analysis was to provide a systematic review of intervention studies that investigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children (6-12 years of age).In addition, a systematic quantification of the effects of physical activity on these domains is provided.Design: Systematic review and meta-analysis.Methods: Searches of electronic databases and examining relevant reviews between 2000 and April 2017 resulted in 31 intervention studies meeting the inclusion criteria.Four subdomains of executive functions (inhibition, working memory, cognitive flexibility and planning), three subdomains of attention (selective, divided and sustained) and three subdomains of academic performance (mathematics, spelling and reading) were distinguished.Effects for different study designs (acute physical activity or longitudinal physical activity programs), type of physical activity (aerobic or cognitively engaging) and duration of intervention were examined separately.Results: Acute physical activity has a positive effect on attention (g = 0.43; 95% CI = 0.09, 0.77; 6 studies), while longitudinal physical activity programs has a positive effect on executive functions (g = 0.24; 95% CI = 0.09, 0.39; 12 studies), attention (g = 0.90; 95% CI = 0.56, 1.24; 1 study) and academic performance (g = 0.26; 95% CI = 0.02, 0.49; 3 studies).The effects did depend on the subdomain.Conclusions: Positive effects were found for physical activity on executive functions, attention and academic performance in preadolescent children.Largest effects are expected for interventions that aim for continuous regular physical activity over several weeks.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Also stated in: § 3. Results · plain
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Investigating the subdomains of executive functions, a small to moderate positive effect was found for working memory [Hedges' g = 0.36; 95% CI = 0.10, 0.62; p = 0.007] (s = 6, k = 8)”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 3. Results
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“There were however considerable differences between the ESs derived from the individual studies [I 2 = 84%; Q = 286.87;p < 0.001].”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 3. Results
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes
- Probably not a substantial claim. 11
- It may state two separate claims as one. 17
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“Physical activities with a relatively high cognitive engagement (e.g.tennis, where children have to plan strategically, focus attention, and so forth) are suggested to have more effect on executive functions, compared to physical activities with a relatively low cognitive engagement (e.g.long distance running, which involves more automated movements).20,22”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 1. Introduction European preadolescent children (aged 6-12 years) spend 209 min/day (64%) of their school time in sedentary activities, while spending only 16 min/day (5%) in moderate to vigorous physical activity (MVPA). 1 This is concerning because apart from the clear physical health benefits of MVPA in children, 2,3 an expanding body of literature shows that MVPA is positively associated with key cognitive functions that are important for success in school.4 Recently, many researchers have been focusing on the executive functions hypothesis.5 This hypothesis states that MVPA leads to increased activity in selective parts of the brain structural network and especially improves executive functions.5 Executive functions are higher order cognitive functions that are responsible for initiating, adapting, regulating, monitoring, and controlling information processes and behavior.6,7 These functions are often thought of as an important prerequisite for successful learning in preadolescent children.7 Other researchers have focused on more lower-order cognitive tasks, with particular interest in attention.8 Attention is defined as a cognitive state in which a child focuses on a selection of available perceptual information.9 Although attention is closely related to executive functions, 10 it can be seen as a lower order cognitive function and it is mostly measured with performance on reaction time or other simple decisional tasks.11 Improvements in these cognitive functions as a result of increased physical activity may, in turn, improve children's academic performance.https://doi.org/10.1016/j.jsams.2017.09.595 1440-2440/© 2017 Sports Medicine Australia.Published by Elsevier Ltd.All rights reserved. Within the preadolescent age range, previous meta-analyses have shown that enhanced cognitive functioning as a result of physical activity is most clearly seen in executive functions 12 and attention.8 These cognitive functions are indispensable for success throughout life and are often thought of as an important prerequisite for successful learning.7 Several underlying mechanisms might explain the effects of physical activity on cognitive functions.First, a single bout of physical activity (acute physical activity) is thought to immediately elevate the child's level of physiological arousal, which in turn facilitates the cognitive performance by an increased allocation of attention.13,14 From a psycho-physiological perspective, acute physical activity triggers an increase of neurotransmitters (e.g.epinephrine, dopamine, brain-derived neurotrophic factors), which are thought to enhance cognitive processes.15,16 Secondly, according to the cardiovascular fitness hypothesis, an intervention program that contains continuous aerobic physical activity over several weeks (longitudinal physical activity program) is thought to improve aerobic fitness and consequently improve cognitive performance.17 This hypothesis is supported by the argue that physical activity enhances the angiogenesis 18 and neurogenesis 16 in areas of the brain that support memory and learning, subsequently enhancing cognitive performance.19 More recently, other researchers argue that instead of 'simple' aerobic physical activity (i.e.physical activity that is intended to improve cardiovascular performance), cognitively engaging physical activity (i.e.physical activity that is cognitively challenging) is more beneficial for cognition.[20][21][22] Cognitive engagement is the amount of both the allocation of attention and the cognitive effort that are needed for a certain activity.20,23 Physical activities with a relatively high cognitive engagement (e.g.tennis, where children have to plan strategically, focus attention, and so forth) are suggested to have more effect on executive functions, compared to physical activities with a relatively low cognitive engagement (e.g.long distance running, which involves more automated movements).20,22 These different underlying mechanisms suggest that the effects for physical activity to improve attention, executive functions and academic performance in children might depend on the duration or type (aerobic vs cognitively engaging) of physical activity is chosen. Previously, studies have mainly focused on the association between physical activity and overall cognitive functioning in children.The results from a previous meta-analysis showed a positive association between physical activity and overall cognitive functioning in children (effect size [ES] = 0.21; 8-10 years).24 Meta-analyses on studies allowing the investigation of causal relationships showed significant positive effects of physical activity on children's executive functions (ES = 0.57; 6-12 years) 12 and academic performance (ES = 0.27; 3-18 years).4 In these previous meta-analyses only a few intervention studies investigated the causal effects in preadolescent children, especially those intervention studies that implemented a longitudinal physical activity program.12 More recently, several randomized controlled trials have become available, aimed at investigating the effects of acute physical activity and longitudinal physical activity programs on cognitive functioning in preadolescent children.20,25,26 The current meta-analysis updates and expands previous metaanalyses by including only studies that investigate the effects of acute physical activity or longitudinal physical activity programs with an appropriate control group.All correlational studies were excluded from the present meta-analysis, as these designs do not allow investigation of causal effects.In addition, uncontrolled studies were excluded, because these designs do not allow conclusions on whether the possible improvements would also have been found if the participants had been exposed to another intervention not involving physical activity.27 The aim of the present meta-analysis is to provide a systematic review of all available studies that inves-tigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children.In addition, a systematic quantification of the effects of physical activity on these domains is provided.
What the sources say
- Not checked — no full text of the sourcecites [20] 20. *Schmidt M, Jäger K, Egger F et al. Cognitively engaging chronic physical activity, but not aerobic exercise, affects executive functions in primary school children: a group-randomized controlled trial. J Sport Exerc Psychol 2015; 37(6):575-591. source
- Supportedcites [22] 22. Vazou S, Pesce C, Lakes K et al. More than one road leads to Rome: a narrative review and meta-analysis of physical activity intervention effects on cognition in youth. Int J Sport Exerc Psychol 2016:1-26. source
The Discussion (page unavailable) reports more pronounced gains in children’s spatial abilities and working memory from cognitively engaging activities than from simply aerobic activities, and links cognitively demanding interventions to improved inhibition. The Results of Narrative Review (page unavailable) also reports improved inhibition after tennis or cognitively challenging PE compared with regular PE. These passages support the citing sentence’s hedged comparison, though they do not directly compare tennis with long-distance running. (LLM, conf=0.85)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“This hypothesis is supported by the argue that physical activity enhances the angiogenesis 18 and neurogenesis 16 in areas of the brain that support memory and learning, subsequently enhancing cognitive performance.19”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 1. Introduction European preadolescent children (aged 6-12 years) spend 209 min/day (64%) of their school time in sedentary activities, while spending only 16 min/day (5%) in moderate to vigorous physical activity (MVPA). 1 This is concerning because apart from the clear physical health benefits of MVPA in children, 2,3 an expanding body of literature shows that MVPA is positively associated with key cognitive functions that are important for success in school.4 Recently, many researchers have been focusing on the executive functions hypothesis.5 This hypothesis states that MVPA leads to increased activity in selective parts of the brain structural network and especially improves executive functions.5 Executive functions are higher order cognitive functions that are responsible for initiating, adapting, regulating, monitoring, and controlling information processes and behavior.6,7 These functions are often thought of as an important prerequisite for successful learning in preadolescent children.7 Other researchers have focused on more lower-order cognitive tasks, with particular interest in attention.8 Attention is defined as a cognitive state in which a child focuses on a selection of available perceptual information.9 Although attention is closely related to executive functions, 10 it can be seen as a lower order cognitive function and it is mostly measured with performance on reaction time or other simple decisional tasks.11 Improvements in these cognitive functions as a result of increased physical activity may, in turn, improve children's academic performance.https://doi.org/10.1016/j.jsams.2017.09.595 1440-2440/© 2017 Sports Medicine Australia.Published by Elsevier Ltd.All rights reserved. Within the preadolescent age range, previous meta-analyses have shown that enhanced cognitive functioning as a result of physical activity is most clearly seen in executive functions 12 and attention.8 These cognitive functions are indispensable for success throughout life and are often thought of as an important prerequisite for successful learning.7 Several underlying mechanisms might explain the effects of physical activity on cognitive functions.First, a single bout of physical activity (acute physical activity) is thought to immediately elevate the child's level of physiological arousal, which in turn facilitates the cognitive performance by an increased allocation of attention.13,14 From a psycho-physiological perspective, acute physical activity triggers an increase of neurotransmitters (e.g.epinephrine, dopamine, brain-derived neurotrophic factors), which are thought to enhance cognitive processes.15,16 Secondly, according to the cardiovascular fitness hypothesis, an intervention program that contains continuous aerobic physical activity over several weeks (longitudinal physical activity program) is thought to improve aerobic fitness and consequently improve cognitive performance.17 This hypothesis is supported by the argue that physical activity enhances the angiogenesis 18 and neurogenesis 16 in areas of the brain that support memory and learning, subsequently enhancing cognitive performance.19 More recently, other researchers argue that instead of 'simple' aerobic physical activity (i.e.physical activity that is intended to improve cardiovascular performance), cognitively engaging physical activity (i.e.physical activity that is cognitively challenging) is more beneficial for cognition.[20][21][22] Cognitive engagement is the amount of both the allocation of attention and the cognitive effort that are needed for a certain activity.20,23 Physical activities with a relatively high cognitive engagement (e.g.tennis, where children have to plan strategically, focus attention, and so forth) are suggested to have more effect on executive functions, compared to physical activities with a relatively low cognitive engagement (e.g.long distance running, which involves more automated movements).20,22 These different underlying mechanisms suggest that the effects for physical activity to improve attention, executive functions and academic performance in children might depend on the duration or type (aerobic vs cognitively engaging) of physical activity is chosen. Previously, studies have mainly focused on the association between physical activity and overall cognitive functioning in children.The results from a previous meta-analysis showed a positive association between physical activity and overall cognitive functioning in children (effect size [ES] = 0.21; 8-10 years).24 Meta-analyses on studies allowing the investigation of causal relationships showed significant positive effects of physical activity on children's executive functions (ES = 0.57; 6-12 years) 12 and academic performance (ES = 0.27; 3-18 years).4 In these previous meta-analyses only a few intervention studies investigated the causal effects in preadolescent children, especially those intervention studies that implemented a longitudinal physical activity program.12 More recently, several randomized controlled trials have become available, aimed at investigating the effects of acute physical activity and longitudinal physical activity programs on cognitive functioning in preadolescent children.20,25,26 The current meta-analysis updates and expands previous metaanalyses by including only studies that investigate the effects of acute physical activity or longitudinal physical activity programs with an appropriate control group.All correlational studies were excluded from the present meta-analysis, as these designs do not allow investigation of causal effects.In addition, uncontrolled studies were excluded, because these designs do not allow conclusions on whether the possible improvements would also have been found if the participants had been exposed to another intervention not involving physical activity.27 The aim of the present meta-analysis is to provide a systematic review of all available studies that inves-tigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children.In addition, a systematic quantification of the effects of physical activity on these domains is provided.
What the sources say
- Supportedcites [18] 18. Isaacs KR, Anderson BJ, Alcantara AA et al. Exercise and the brain: angiogenesis in the adult rat cerebellum after vigorous physical activity and motor skill learning. J Celeb Blood Flow Metab 1992; 12(1):110-119. source
Citation 18 is attached to the angiogenesis claim. The Discussion reports that repetitive physical exercise stimulated angiogenesis in the adult rat cerebellum; neurogenesis and cognitive performance are attached to other citations in the sentence. (LLM, conf=0.91)
- Supportedcites [16] 16. Dishman RK, Berthoud H, Booth FW et al. Neurobiology of exercise. Obesity 2006; 14(3):345-356. source
Citation 19 follows the claim about enhanced cognitive performance. The Cognitive Functions section reports beneficial effects of regular exercise on cognition in older adults, and the Neurotrophic Effects section reports improved learning and memory after wheel running in rats. The sentence cites other sources for angiogenesis and neurogenesis. (LLM, conf=0.87)
- Not checked — no full text of the sourcecites [19] 19. Hillman CH, Buck SM, Themanson JR et al. Aerobic fitness and cognitive develop- ment: event-related brain potential and task performance indices of executive control in preadolescent children. Dev Psychol 2009; 45(1):114-129. source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“From a psycho-physiological perspective, acute physical activity triggers an increase of neurotransmitters (e.g.epinephrine, dopamine, brain-derived neurotrophic factors), which are thought to enhance cognitive processes.15,16”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 1. Introduction European preadolescent children (aged 6-12 years) spend 209 min/day (64%) of their school time in sedentary activities, while spending only 16 min/day (5%) in moderate to vigorous physical activity (MVPA). 1 This is concerning because apart from the clear physical health benefits of MVPA in children, 2,3 an expanding body of literature shows that MVPA is positively associated with key cognitive functions that are important for success in school.4 Recently, many researchers have been focusing on the executive functions hypothesis.5 This hypothesis states that MVPA leads to increased activity in selective parts of the brain structural network and especially improves executive functions.5 Executive functions are higher order cognitive functions that are responsible for initiating, adapting, regulating, monitoring, and controlling information processes and behavior.6,7 These functions are often thought of as an important prerequisite for successful learning in preadolescent children.7 Other researchers have focused on more lower-order cognitive tasks, with particular interest in attention.8 Attention is defined as a cognitive state in which a child focuses on a selection of available perceptual information.9 Although attention is closely related to executive functions, 10 it can be seen as a lower order cognitive function and it is mostly measured with performance on reaction time or other simple decisional tasks.11 Improvements in these cognitive functions as a result of increased physical activity may, in turn, improve children's academic performance.https://doi.org/10.1016/j.jsams.2017.09.595 1440-2440/© 2017 Sports Medicine Australia.Published by Elsevier Ltd.All rights reserved. Within the preadolescent age range, previous meta-analyses have shown that enhanced cognitive functioning as a result of physical activity is most clearly seen in executive functions 12 and attention.8 These cognitive functions are indispensable for success throughout life and are often thought of as an important prerequisite for successful learning.7 Several underlying mechanisms might explain the effects of physical activity on cognitive functions.First, a single bout of physical activity (acute physical activity) is thought to immediately elevate the child's level of physiological arousal, which in turn facilitates the cognitive performance by an increased allocation of attention.13,14 From a psycho-physiological perspective, acute physical activity triggers an increase of neurotransmitters (e.g.epinephrine, dopamine, brain-derived neurotrophic factors), which are thought to enhance cognitive processes.15,16 Secondly, according to the cardiovascular fitness hypothesis, an intervention program that contains continuous aerobic physical activity over several weeks (longitudinal physical activity program) is thought to improve aerobic fitness and consequently improve cognitive performance.17 This hypothesis is supported by the argue that physical activity enhances the angiogenesis 18 and neurogenesis 16 in areas of the brain that support memory and learning, subsequently enhancing cognitive performance.19 More recently, other researchers argue that instead of 'simple' aerobic physical activity (i.e.physical activity that is intended to improve cardiovascular performance), cognitively engaging physical activity (i.e.physical activity that is cognitively challenging) is more beneficial for cognition.[20][21][22] Cognitive engagement is the amount of both the allocation of attention and the cognitive effort that are needed for a certain activity.20,23 Physical activities with a relatively high cognitive engagement (e.g.tennis, where children have to plan strategically, focus attention, and so forth) are suggested to have more effect on executive functions, compared to physical activities with a relatively low cognitive engagement (e.g.long distance running, which involves more automated movements).20,22 These different underlying mechanisms suggest that the effects for physical activity to improve attention, executive functions and academic performance in children might depend on the duration or type (aerobic vs cognitively engaging) of physical activity is chosen. Previously, studies have mainly focused on the association between physical activity and overall cognitive functioning in children.The results from a previous meta-analysis showed a positive association between physical activity and overall cognitive functioning in children (effect size [ES] = 0.21; 8-10 years).24 Meta-analyses on studies allowing the investigation of causal relationships showed significant positive effects of physical activity on children's executive functions (ES = 0.57; 6-12 years) 12 and academic performance (ES = 0.27; 3-18 years).4 In these previous meta-analyses only a few intervention studies investigated the causal effects in preadolescent children, especially those intervention studies that implemented a longitudinal physical activity program.12 More recently, several randomized controlled trials have become available, aimed at investigating the effects of acute physical activity and longitudinal physical activity programs on cognitive functioning in preadolescent children.20,25,26 The current meta-analysis updates and expands previous metaanalyses by including only studies that investigate the effects of acute physical activity or longitudinal physical activity programs with an appropriate control group.All correlational studies were excluded from the present meta-analysis, as these designs do not allow investigation of causal effects.In addition, uncontrolled studies were excluded, because these designs do not allow conclusions on whether the possible improvements would also have been found if the participants had been exposed to another intervention not involving physical activity.27 The aim of the present meta-analysis is to provide a systematic review of all available studies that inves-tigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children.In addition, a systematic quantification of the effects of physical activity on these domains is provided.
What the sources say
- Not checked — no full text of the sourcecites [15] 15. Roig M, Nordbrandt S, Geertsen SS et al. The effects of cardiovascular exercise on human memory: a review with meta-analysis. Neurosci Biobehav Rev 2013; 37(8):1645-1666. source
- Partly supportedcites [16] 16. Dishman RK, Berthoud H, Booth FW et al. Neurobiology of exercise. Obesity 2006; 14(3):345-356. sourceExperimental — accuracy not yet measured
The “Is Physical Activity Regulated?” section reports that treadmill running acutely increases dopamine release in rats. “Neurotrophic Effects” links BDNF to learning and cognition, but describes increased BDNF expression with chronic activity, not a single acute bout. The cited paper does not establish the claimed acute rise in epinephrine or that these acute chemical changes enhance cognition. (LLM, conf=0.88)
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“For longitudinal physical activity programs (i.e.continuous regular physical activity over several weeks), a positive small to moderate effect on executive functions (ES = 0.24) was found, which is slightly lower than the positive small to moderate effect on executive functions (ES = 0.46) found in a previous meta-analysis including both children and adolescents.22”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 4. Discussion
What the sources say
- Partly supportedcites [22] 22. Vazou S, Pesce C, Lakes K et al. More than one road leads to Rome: a narrative review and meta-analysis of physical activity intervention effects on cognition in youth. Int J Sport Exerc Psychol 2016:1-26. sourceExperimental — accuracy not yet measured
The Results of Meta-Analysis (Overall Effect; page unavailable) report ES = 0.46 for overall cognitive function in children and adolescents, not specifically for executive functions. The Discussion says chronic physical activity interventions benefit cognition, but the paper does not report the claimed ES = 0.24 for longitudinal programs or make the stated comparison between the two estimates. (LLM, conf=0.88)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“The effects largely depend on different moderators, such as outcome measure, 40,41,45,49 duration 46 or effects were only found in a subgroup.39,41,44”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 4. Discussion
What the sources say
- Not checked — no full text of the sourcecites [40] 40. *Chen A, Yan J, Yin H et al. Effects of acute aerobic exercise on multiple aspects of executive function in preadolescent children. Psychol Sport Exerc 2014; 15(6):627-636. source
- Supportedcites [41] 41. *Drollette ES, Scudder MR, Raine LB et al. Acute exercise facilitates brain func- tion and cognition in children who need it most: an ERP study of individual differences in inhibitory control capacity. Dev Cogn Neurosci 2014; 7:53-64. source
The Results > Task performance report improved flanker accuracy after exercise only among lower-performing children; higher-performers showed no accuracy change. The same section reports no significant exercise effect on mean reaction time, supporting the outcome-measure distinction. Duration is attached to a different citation in the citing sentence. (LLM, conf=0.90)
- Partly supportedcites [45] 45. *Hillman CH, Pontifex MB, Raine LB et al. The effect of acute treadmill walk- ing on cognitive control and academic achievement in preadolescent children. Neuroscience 2009; 159(3):1044-1054. sourceExperimental — accuracy not yet measured
The Results (Achievement Test Performance; Task Performance; pages unavailable) show outcome-dependent effects: exercise improved reading but not spelling or arithmetic, and response accuracy but not reaction time. Accuracy improved significantly only on incongruent trials, which is a task condition rather than a subgroup of children. The paper therefore does not establish that effects were found only in a participant subgroup. (LLM, conf=0.82)
- Not checked — no full text of the sourcecites [49] 49. *Pirrie AM, Lodewyk KR. Investigating links between moderate-to-vigorous physical activity and cognitive performance in elementary school students. Ment Health Phys Act 2012; 5(1):93-98. source
- Not checked — no full text of the sourcecites [46] 46. *Howie EK, Schatz J, Pate RR. Acute effects of classroom exercise breaks on exec- utive function and math performance: a dose-response study. Res Q Exerc Sport 2015; 86(3):217-224. source
- Not matchedcites [39] 39. *Best JR. Exergaming immediately enhances children's executive function. Dev Psychol 2012; 48(5):1501-1510.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not checked — no full text of the sourcecites [44] 44. *Hill L, Williams JH, Aucott L et al. Exercising attention within the classroom. Dev Med Child Neurol 2010; 52(10):929-934. source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Based on the results of the current meta-analysis positive effects were found for both acute physical activity as well as for longitudinal physical activity programs on cognitive functions (in the current study a combined effect of the domains executive functions, attention and academic performance) in preadolescent children.”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 5. Conclusions
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The combined finding that acute physical activity has an effect on attention and inhibition (ES = 0.28), while no effect on other domains of executive functions (e.g.working memory, cognitive flexibility and planning) supports the hypothesis that attentional problems in children are related with specific domains of executive functions, particularly with inhibition.10”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 4. Discussion
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The positive effects of acute physical activity were only found for attention, while the positive effects of longitudinal physical activity programs were consistent for all domains.”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 5. Conclusions
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“First, a single bout of physical activity (acute physical activity) is thought to immediately elevate the child's level of physiological arousal, which in turn facilitates the cognitive performance by an increased allocation of attention.13,14”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 1. Introduction European preadolescent children (aged 6-12 years) spend 209 min/day (64%) of their school time in sedentary activities, while spending only 16 min/day (5%) in moderate to vigorous physical activity (MVPA). 1 This is concerning because apart from the clear physical health benefits of MVPA in children, 2,3 an expanding body of literature shows that MVPA is positively associated with key cognitive functions that are important for success in school.4 Recently, many researchers have been focusing on the executive functions hypothesis.5 This hypothesis states that MVPA leads to increased activity in selective parts of the brain structural network and especially improves executive functions.5 Executive functions are higher order cognitive functions that are responsible for initiating, adapting, regulating, monitoring, and controlling information processes and behavior.6,7 These functions are often thought of as an important prerequisite for successful learning in preadolescent children.7 Other researchers have focused on more lower-order cognitive tasks, with particular interest in attention.8 Attention is defined as a cognitive state in which a child focuses on a selection of available perceptual information.9 Although attention is closely related to executive functions, 10 it can be seen as a lower order cognitive function and it is mostly measured with performance on reaction time or other simple decisional tasks.11 Improvements in these cognitive functions as a result of increased physical activity may, in turn, improve children's academic performance.https://doi.org/10.1016/j.jsams.2017.09.595 1440-2440/© 2017 Sports Medicine Australia.Published by Elsevier Ltd.All rights reserved. Within the preadolescent age range, previous meta-analyses have shown that enhanced cognitive functioning as a result of physical activity is most clearly seen in executive functions 12 and attention.8 These cognitive functions are indispensable for success throughout life and are often thought of as an important prerequisite for successful learning.7 Several underlying mechanisms might explain the effects of physical activity on cognitive functions.First, a single bout of physical activity (acute physical activity) is thought to immediately elevate the child's level of physiological arousal, which in turn facilitates the cognitive performance by an increased allocation of attention.13,14 From a psycho-physiological perspective, acute physical activity triggers an increase of neurotransmitters (e.g.epinephrine, dopamine, brain-derived neurotrophic factors), which are thought to enhance cognitive processes.15,16 Secondly, according to the cardiovascular fitness hypothesis, an intervention program that contains continuous aerobic physical activity over several weeks (longitudinal physical activity program) is thought to improve aerobic fitness and consequently improve cognitive performance.17 This hypothesis is supported by the argue that physical activity enhances the angiogenesis 18 and neurogenesis 16 in areas of the brain that support memory and learning, subsequently enhancing cognitive performance.19 More recently, other researchers argue that instead of 'simple' aerobic physical activity (i.e.physical activity that is intended to improve cardiovascular performance), cognitively engaging physical activity (i.e.physical activity that is cognitively challenging) is more beneficial for cognition.[20][21][22] Cognitive engagement is the amount of both the allocation of attention and the cognitive effort that are needed for a certain activity.20,23 Physical activities with a relatively high cognitive engagement (e.g.tennis, where children have to plan strategically, focus attention, and so forth) are suggested to have more effect on executive functions, compared to physical activities with a relatively low cognitive engagement (e.g.long distance running, which involves more automated movements).20,22 These different underlying mechanisms suggest that the effects for physical activity to improve attention, executive functions and academic performance in children might depend on the duration or type (aerobic vs cognitively engaging) of physical activity is chosen. Previously, studies have mainly focused on the association between physical activity and overall cognitive functioning in children.The results from a previous meta-analysis showed a positive association between physical activity and overall cognitive functioning in children (effect size [ES] = 0.21; 8-10 years).24 Meta-analyses on studies allowing the investigation of causal relationships showed significant positive effects of physical activity on children's executive functions (ES = 0.57; 6-12 years) 12 and academic performance (ES = 0.27; 3-18 years).4 In these previous meta-analyses only a few intervention studies investigated the causal effects in preadolescent children, especially those intervention studies that implemented a longitudinal physical activity program.12 More recently, several randomized controlled trials have become available, aimed at investigating the effects of acute physical activity and longitudinal physical activity programs on cognitive functioning in preadolescent children.20,25,26 The current meta-analysis updates and expands previous metaanalyses by including only studies that investigate the effects of acute physical activity or longitudinal physical activity programs with an appropriate control group.All correlational studies were excluded from the present meta-analysis, as these designs do not allow investigation of causal effects.In addition, uncontrolled studies were excluded, because these designs do not allow conclusions on whether the possible improvements would also have been found if the participants had been exposed to another intervention not involving physical activity.27 The aim of the present meta-analysis is to provide a systematic review of all available studies that inves-tigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children.In addition, a systematic quantification of the effects of physical activity on these domains is provided.
What the sources say
- Not checked — no full text of the sourcecites [13] 13. Tomporowski PD. Effects of acute bouts of exercise on cognition. Acta Psychol 2003; 112(3):297-324. source
- Not checked — no full text of the sourcecites [14] 14. Audiffren M. Acute exercise and psychological functions: a cognitive-energetic approach, in Exercise and cognitive function, 1st ed., McMorris T, Tomporowski PD, Audiffren M, editors, Oxford, Wiley Online Library, 2009, p. 3-39. source
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“Meta-analyses on studies allowing the investigation of causal relationships showed significant positive effects of physical activity on children's executive functions (ES = 0.57; 6-12 years) 12”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 1. Introduction European preadolescent children (aged 6-12 years) spend 209 min/day (64%) of their school time in sedentary activities, while spending only 16 min/day (5%) in moderate to vigorous physical activity (MVPA). 1 This is concerning because apart from the clear physical health benefits of MVPA in children, 2,3 an expanding body of literature shows that MVPA is positively associated with key cognitive functions that are important for success in school.4 Recently, many researchers have been focusing on the executive functions hypothesis.5 This hypothesis states that MVPA leads to increased activity in selective parts of the brain structural network and especially improves executive functions.5 Executive functions are higher order cognitive functions that are responsible for initiating, adapting, regulating, monitoring, and controlling information processes and behavior.6,7 These functions are often thought of as an important prerequisite for successful learning in preadolescent children.7 Other researchers have focused on more lower-order cognitive tasks, with particular interest in attention.8 Attention is defined as a cognitive state in which a child focuses on a selection of available perceptual information.9 Although attention is closely related to executive functions, 10 it can be seen as a lower order cognitive function and it is mostly measured with performance on reaction time or other simple decisional tasks.11 Improvements in these cognitive functions as a result of increased physical activity may, in turn, improve children's academic performance.https://doi.org/10.1016/j.jsams.2017.09.595 1440-2440/© 2017 Sports Medicine Australia.Published by Elsevier Ltd.All rights reserved. Within the preadolescent age range, previous meta-analyses have shown that enhanced cognitive functioning as a result of physical activity is most clearly seen in executive functions 12 and attention.8 These cognitive functions are indispensable for success throughout life and are often thought of as an important prerequisite for successful learning.7 Several underlying mechanisms might explain the effects of physical activity on cognitive functions.First, a single bout of physical activity (acute physical activity) is thought to immediately elevate the child's level of physiological arousal, which in turn facilitates the cognitive performance by an increased allocation of attention.13,14 From a psycho-physiological perspective, acute physical activity triggers an increase of neurotransmitters (e.g.epinephrine, dopamine, brain-derived neurotrophic factors), which are thought to enhance cognitive processes.15,16 Secondly, according to the cardiovascular fitness hypothesis, an intervention program that contains continuous aerobic physical activity over several weeks (longitudinal physical activity program) is thought to improve aerobic fitness and consequently improve cognitive performance.17 This hypothesis is supported by the argue that physical activity enhances the angiogenesis 18 and neurogenesis 16 in areas of the brain that support memory and learning, subsequently enhancing cognitive performance.19 More recently, other researchers argue that instead of 'simple' aerobic physical activity (i.e.physical activity that is intended to improve cardiovascular performance), cognitively engaging physical activity (i.e.physical activity that is cognitively challenging) is more beneficial for cognition.[20][21][22] Cognitive engagement is the amount of both the allocation of attention and the cognitive effort that are needed for a certain activity.20,23 Physical activities with a relatively high cognitive engagement (e.g.tennis, where children have to plan strategically, focus attention, and so forth) are suggested to have more effect on executive functions, compared to physical activities with a relatively low cognitive engagement (e.g.long distance running, which involves more automated movements).20,22 These different underlying mechanisms suggest that the effects for physical activity to improve attention, executive functions and academic performance in children might depend on the duration or type (aerobic vs cognitively engaging) of physical activity is chosen. Previously, studies have mainly focused on the association between physical activity and overall cognitive functioning in children.The results from a previous meta-analysis showed a positive association between physical activity and overall cognitive functioning in children (effect size [ES] = 0.21; 8-10 years).24 Meta-analyses on studies allowing the investigation of causal relationships showed significant positive effects of physical activity on children's executive functions (ES = 0.57; 6-12 years) 12 and academic performance (ES = 0.27; 3-18 years).4 In these previous meta-analyses only a few intervention studies investigated the causal effects in preadolescent children, especially those intervention studies that implemented a longitudinal physical activity program.12 More recently, several randomized controlled trials have become available, aimed at investigating the effects of acute physical activity and longitudinal physical activity programs on cognitive functioning in preadolescent children.20,25,26 The current meta-analysis updates and expands previous metaanalyses by including only studies that investigate the effects of acute physical activity or longitudinal physical activity programs with an appropriate control group.All correlational studies were excluded from the present meta-analysis, as these designs do not allow investigation of causal effects.In addition, uncontrolled studies were excluded, because these designs do not allow conclusions on whether the possible improvements would also have been found if the participants had been exposed to another intervention not involving physical activity.27 The aim of the present meta-analysis is to provide a systematic review of all available studies that inves-tigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children.In addition, a systematic quantification of the effects of physical activity on these domains is provided.
What the sources say
- Not checked — no full text of the sourcecites [12] 12. Verburgh L, Königs M, Scherder EJ et al. Physical exercise and executive functions in preadolescent children, adolescents and young adults: a meta-analysis. Br J Sports Med 2014; 48(12):973-979. source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“and academic performance (ES = 0.27; 3-18 years).4”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 1. Introduction European preadolescent children (aged 6-12 years) spend 209 min/day (64%) of their school time in sedentary activities, while spending only 16 min/day (5%) in moderate to vigorous physical activity (MVPA). 1 This is concerning because apart from the clear physical health benefits of MVPA in children, 2,3 an expanding body of literature shows that MVPA is positively associated with key cognitive functions that are important for success in school.4 Recently, many researchers have been focusing on the executive functions hypothesis.5 This hypothesis states that MVPA leads to increased activity in selective parts of the brain structural network and especially improves executive functions.5 Executive functions are higher order cognitive functions that are responsible for initiating, adapting, regulating, monitoring, and controlling information processes and behavior.6,7 These functions are often thought of as an important prerequisite for successful learning in preadolescent children.7 Other researchers have focused on more lower-order cognitive tasks, with particular interest in attention.8 Attention is defined as a cognitive state in which a child focuses on a selection of available perceptual information.9 Although attention is closely related to executive functions, 10 it can be seen as a lower order cognitive function and it is mostly measured with performance on reaction time or other simple decisional tasks.11 Improvements in these cognitive functions as a result of increased physical activity may, in turn, improve children's academic performance.https://doi.org/10.1016/j.jsams.2017.09.595 1440-2440/© 2017 Sports Medicine Australia.Published by Elsevier Ltd.All rights reserved. Within the preadolescent age range, previous meta-analyses have shown that enhanced cognitive functioning as a result of physical activity is most clearly seen in executive functions 12 and attention.8 These cognitive functions are indispensable for success throughout life and are often thought of as an important prerequisite for successful learning.7 Several underlying mechanisms might explain the effects of physical activity on cognitive functions.First, a single bout of physical activity (acute physical activity) is thought to immediately elevate the child's level of physiological arousal, which in turn facilitates the cognitive performance by an increased allocation of attention.13,14 From a psycho-physiological perspective, acute physical activity triggers an increase of neurotransmitters (e.g.epinephrine, dopamine, brain-derived neurotrophic factors), which are thought to enhance cognitive processes.15,16 Secondly, according to the cardiovascular fitness hypothesis, an intervention program that contains continuous aerobic physical activity over several weeks (longitudinal physical activity program) is thought to improve aerobic fitness and consequently improve cognitive performance.17 This hypothesis is supported by the argue that physical activity enhances the angiogenesis 18 and neurogenesis 16 in areas of the brain that support memory and learning, subsequently enhancing cognitive performance.19 More recently, other researchers argue that instead of 'simple' aerobic physical activity (i.e.physical activity that is intended to improve cardiovascular performance), cognitively engaging physical activity (i.e.physical activity that is cognitively challenging) is more beneficial for cognition.[20][21][22] Cognitive engagement is the amount of both the allocation of attention and the cognitive effort that are needed for a certain activity.20,23 Physical activities with a relatively high cognitive engagement (e.g.tennis, where children have to plan strategically, focus attention, and so forth) are suggested to have more effect on executive functions, compared to physical activities with a relatively low cognitive engagement (e.g.long distance running, which involves more automated movements).20,22 These different underlying mechanisms suggest that the effects for physical activity to improve attention, executive functions and academic performance in children might depend on the duration or type (aerobic vs cognitively engaging) of physical activity is chosen. Previously, studies have mainly focused on the association between physical activity and overall cognitive functioning in children.The results from a previous meta-analysis showed a positive association between physical activity and overall cognitive functioning in children (effect size [ES] = 0.21; 8-10 years).24 Meta-analyses on studies allowing the investigation of causal relationships showed significant positive effects of physical activity on children's executive functions (ES = 0.57; 6-12 years) 12 and academic performance (ES = 0.27; 3-18 years).4 In these previous meta-analyses only a few intervention studies investigated the causal effects in preadolescent children, especially those intervention studies that implemented a longitudinal physical activity program.12 More recently, several randomized controlled trials have become available, aimed at investigating the effects of acute physical activity and longitudinal physical activity programs on cognitive functioning in preadolescent children.20,25,26 The current meta-analysis updates and expands previous metaanalyses by including only studies that investigate the effects of acute physical activity or longitudinal physical activity programs with an appropriate control group.All correlational studies were excluded from the present meta-analysis, as these designs do not allow investigation of causal effects.In addition, uncontrolled studies were excluded, because these designs do not allow conclusions on whether the possible improvements would also have been found if the participants had been exposed to another intervention not involving physical activity.27 The aim of the present meta-analysis is to provide a systematic review of all available studies that inves-tigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children.In addition, a systematic quantification of the effects of physical activity on these domains is provided.
What the sources say
- Not checked — no full text of the sourcecites [4] 4. Fedewa AL, Ahn S. The effects of physical activity and physical fitness on chil- dren's achievement and cognitive outcomes: A meta-analysis. Res Q Exerc Sport 2011; 82(3):521-535. source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Positive effects were found for physical activity on executive functions, attention and academic performance in preadolescent children.”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > Abstract Objectives: The aim of this meta-analysis was to provide a systematic review of intervention studies that investigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children (6-12 years of age).In addition, a systematic quantification of the effects of physical activity on these domains is provided.Design: Systematic review and meta-analysis.Methods: Searches of electronic databases and examining relevant reviews between 2000 and April 2017 resulted in 31 intervention studies meeting the inclusion criteria.Four subdomains of executive functions (inhibition, working memory, cognitive flexibility and planning), three subdomains of attention (selective, divided and sustained) and three subdomains of academic performance (mathematics, spelling and reading) were distinguished.Effects for different study designs (acute physical activity or longitudinal physical activity programs), type of physical activity (aerobic or cognitively engaging) and duration of intervention were examined separately.Results: Acute physical activity has a positive effect on attention (g = 0.43; 95% CI = 0.09, 0.77; 6 studies), while longitudinal physical activity programs has a positive effect on executive functions (g = 0.24; 95% CI = 0.09, 0.39; 12 studies), attention (g = 0.90; 95% CI = 0.56, 1.24; 1 study) and academic performance (g = 0.26; 95% CI = 0.02, 0.49; 3 studies).The effects did depend on the subdomain.Conclusions: Positive effects were found for physical activity on executive functions, attention and academic performance in preadolescent children.Largest effects are expected for interventions that aim for continuous regular physical activity over several weeks.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“More recently, other researchers argue that instead of 'simple' aerobic physical activity (i.e.physical activity that is intended to improve cardiovascular performance), cognitively engaging physical activity (i.e.physical activity that is cognitively challenging) is more beneficial for cognition.[20][21][22]”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 1. Introduction European preadolescent children (aged 6-12 years) spend 209 min/day (64%) of their school time in sedentary activities, while spending only 16 min/day (5%) in moderate to vigorous physical activity (MVPA). 1 This is concerning because apart from the clear physical health benefits of MVPA in children, 2,3 an expanding body of literature shows that MVPA is positively associated with key cognitive functions that are important for success in school.4 Recently, many researchers have been focusing on the executive functions hypothesis.5 This hypothesis states that MVPA leads to increased activity in selective parts of the brain structural network and especially improves executive functions.5 Executive functions are higher order cognitive functions that are responsible for initiating, adapting, regulating, monitoring, and controlling information processes and behavior.6,7 These functions are often thought of as an important prerequisite for successful learning in preadolescent children.7 Other researchers have focused on more lower-order cognitive tasks, with particular interest in attention.8 Attention is defined as a cognitive state in which a child focuses on a selection of available perceptual information.9 Although attention is closely related to executive functions, 10 it can be seen as a lower order cognitive function and it is mostly measured with performance on reaction time or other simple decisional tasks.11 Improvements in these cognitive functions as a result of increased physical activity may, in turn, improve children's academic performance.https://doi.org/10.1016/j.jsams.2017.09.595 1440-2440/© 2017 Sports Medicine Australia.Published by Elsevier Ltd.All rights reserved. Within the preadolescent age range, previous meta-analyses have shown that enhanced cognitive functioning as a result of physical activity is most clearly seen in executive functions 12 and attention.8 These cognitive functions are indispensable for success throughout life and are often thought of as an important prerequisite for successful learning.7 Several underlying mechanisms might explain the effects of physical activity on cognitive functions.First, a single bout of physical activity (acute physical activity) is thought to immediately elevate the child's level of physiological arousal, which in turn facilitates the cognitive performance by an increased allocation of attention.13,14 From a psycho-physiological perspective, acute physical activity triggers an increase of neurotransmitters (e.g.epinephrine, dopamine, brain-derived neurotrophic factors), which are thought to enhance cognitive processes.15,16 Secondly, according to the cardiovascular fitness hypothesis, an intervention program that contains continuous aerobic physical activity over several weeks (longitudinal physical activity program) is thought to improve aerobic fitness and consequently improve cognitive performance.17 This hypothesis is supported by the argue that physical activity enhances the angiogenesis 18 and neurogenesis 16 in areas of the brain that support memory and learning, subsequently enhancing cognitive performance.19 More recently, other researchers argue that instead of 'simple' aerobic physical activity (i.e.physical activity that is intended to improve cardiovascular performance), cognitively engaging physical activity (i.e.physical activity that is cognitively challenging) is more beneficial for cognition.[20][21][22] Cognitive engagement is the amount of both the allocation of attention and the cognitive effort that are needed for a certain activity.20,23 Physical activities with a relatively high cognitive engagement (e.g.tennis, where children have to plan strategically, focus attention, and so forth) are suggested to have more effect on executive functions, compared to physical activities with a relatively low cognitive engagement (e.g.long distance running, which involves more automated movements).20,22 These different underlying mechanisms suggest that the effects for physical activity to improve attention, executive functions and academic performance in children might depend on the duration or type (aerobic vs cognitively engaging) of physical activity is chosen. Previously, studies have mainly focused on the association between physical activity and overall cognitive functioning in children.The results from a previous meta-analysis showed a positive association between physical activity and overall cognitive functioning in children (effect size [ES] = 0.21; 8-10 years).24 Meta-analyses on studies allowing the investigation of causal relationships showed significant positive effects of physical activity on children's executive functions (ES = 0.57; 6-12 years) 12 and academic performance (ES = 0.27; 3-18 years).4 In these previous meta-analyses only a few intervention studies investigated the causal effects in preadolescent children, especially those intervention studies that implemented a longitudinal physical activity program.12 More recently, several randomized controlled trials have become available, aimed at investigating the effects of acute physical activity and longitudinal physical activity programs on cognitive functioning in preadolescent children.20,25,26 The current meta-analysis updates and expands previous metaanalyses by including only studies that investigate the effects of acute physical activity or longitudinal physical activity programs with an appropriate control group.All correlational studies were excluded from the present meta-analysis, as these designs do not allow investigation of causal effects.In addition, uncontrolled studies were excluded, because these designs do not allow conclusions on whether the possible improvements would also have been found if the participants had been exposed to another intervention not involving physical activity.27 The aim of the present meta-analysis is to provide a systematic review of all available studies that inves-tigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children.In addition, a systematic quantification of the effects of physical activity on these domains is provided.
What the sources say
- Not matchedcites [20][21][22]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✗ Asserted: fails✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. The authors may not put it forward as true.
- Not matched
In the paper
“The results from a previous meta-analysis showed a positive association between physical activity and overall cognitive functioning in children (effect size [ES] = 0.21; 8-10 years).24”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 1. Introduction European preadolescent children (aged 6-12 years) spend 209 min/day (64%) of their school time in sedentary activities, while spending only 16 min/day (5%) in moderate to vigorous physical activity (MVPA). 1 This is concerning because apart from the clear physical health benefits of MVPA in children, 2,3 an expanding body of literature shows that MVPA is positively associated with key cognitive functions that are important for success in school.4 Recently, many researchers have been focusing on the executive functions hypothesis.5 This hypothesis states that MVPA leads to increased activity in selective parts of the brain structural network and especially improves executive functions.5 Executive functions are higher order cognitive functions that are responsible for initiating, adapting, regulating, monitoring, and controlling information processes and behavior.6,7 These functions are often thought of as an important prerequisite for successful learning in preadolescent children.7 Other researchers have focused on more lower-order cognitive tasks, with particular interest in attention.8 Attention is defined as a cognitive state in which a child focuses on a selection of available perceptual information.9 Although attention is closely related to executive functions, 10 it can be seen as a lower order cognitive function and it is mostly measured with performance on reaction time or other simple decisional tasks.11 Improvements in these cognitive functions as a result of increased physical activity may, in turn, improve children's academic performance.https://doi.org/10.1016/j.jsams.2017.09.595 1440-2440/© 2017 Sports Medicine Australia.Published by Elsevier Ltd.All rights reserved. Within the preadolescent age range, previous meta-analyses have shown that enhanced cognitive functioning as a result of physical activity is most clearly seen in executive functions 12 and attention.8 These cognitive functions are indispensable for success throughout life and are often thought of as an important prerequisite for successful learning.7 Several underlying mechanisms might explain the effects of physical activity on cognitive functions.First, a single bout of physical activity (acute physical activity) is thought to immediately elevate the child's level of physiological arousal, which in turn facilitates the cognitive performance by an increased allocation of attention.13,14 From a psycho-physiological perspective, acute physical activity triggers an increase of neurotransmitters (e.g.epinephrine, dopamine, brain-derived neurotrophic factors), which are thought to enhance cognitive processes.15,16 Secondly, according to the cardiovascular fitness hypothesis, an intervention program that contains continuous aerobic physical activity over several weeks (longitudinal physical activity program) is thought to improve aerobic fitness and consequently improve cognitive performance.17 This hypothesis is supported by the argue that physical activity enhances the angiogenesis 18 and neurogenesis 16 in areas of the brain that support memory and learning, subsequently enhancing cognitive performance.19 More recently, other researchers argue that instead of 'simple' aerobic physical activity (i.e.physical activity that is intended to improve cardiovascular performance), cognitively engaging physical activity (i.e.physical activity that is cognitively challenging) is more beneficial for cognition.[20][21][22] Cognitive engagement is the amount of both the allocation of attention and the cognitive effort that are needed for a certain activity.20,23 Physical activities with a relatively high cognitive engagement (e.g.tennis, where children have to plan strategically, focus attention, and so forth) are suggested to have more effect on executive functions, compared to physical activities with a relatively low cognitive engagement (e.g.long distance running, which involves more automated movements).20,22 These different underlying mechanisms suggest that the effects for physical activity to improve attention, executive functions and academic performance in children might depend on the duration or type (aerobic vs cognitively engaging) of physical activity is chosen. Previously, studies have mainly focused on the association between physical activity and overall cognitive functioning in children.The results from a previous meta-analysis showed a positive association between physical activity and overall cognitive functioning in children (effect size [ES] = 0.21; 8-10 years).24 Meta-analyses on studies allowing the investigation of causal relationships showed significant positive effects of physical activity on children's executive functions (ES = 0.57; 6-12 years) 12 and academic performance (ES = 0.27; 3-18 years).4 In these previous meta-analyses only a few intervention studies investigated the causal effects in preadolescent children, especially those intervention studies that implemented a longitudinal physical activity program.12 More recently, several randomized controlled trials have become available, aimed at investigating the effects of acute physical activity and longitudinal physical activity programs on cognitive functioning in preadolescent children.20,25,26 The current meta-analysis updates and expands previous metaanalyses by including only studies that investigate the effects of acute physical activity or longitudinal physical activity programs with an appropriate control group.All correlational studies were excluded from the present meta-analysis, as these designs do not allow investigation of causal effects.In addition, uncontrolled studies were excluded, because these designs do not allow conclusions on whether the possible improvements would also have been found if the participants had been exposed to another intervention not involving physical activity.27 The aim of the present meta-analysis is to provide a systematic review of all available studies that inves-tigated the effects of physical activity on multiple domains of executive functions, attention and academic performance in preadolescent children.In addition, a systematic quantification of the effects of physical activity on these domains is provided.
What the sources say
- Not checked — no full text of the sourcecites [24] 24. Sibley BA, Etnier JL. The relationship between physical activity and cognition in children: a meta-analysis. Pediatr Exerc Sci 2003; 15(3):243-256. source
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“In addition, the positive effects on attention are expected to increase the time children are engaged in academic subjects, 67 with better academic performance in the long term.”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 4. Discussion
What the sources say
- Not checked — no full text of the sourcecites [67] 67. Duncan GJ, Dowsett CJ, Claessens A et al. School readiness and later achievement. Dev Psychol 2007; 43(6):1428. source
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“For acute physical activity (i.e. a single bout of physical activity), no effect was found in the current meta-analysis, while a moderate to large positive effect (ES = 0.57; s = 2) was found in Verburgh et al. 12 The reason for this difference is likely due to the inclusion of a larger number of studies in the current meta-analysis (s = 9) which may reflect a more reliable result.”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 4. Discussion
What the sources say
- Not checked — no full text of the sourcecites [12] 12. Verburgh L, Königs M, Scherder EJ et al. Physical exercise and executive functions in preadolescent children, adolescents and young adults: a meta-analysis. Br J Sports Med 2014; 48(12):973-979. source
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“The funnel plot resembled a funnel and the Egger's linear regression method was non-significant for executive functions, attention and academic performance indication that there was no evidence of publication bias.”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 3. Results
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“-Single bout of physical activity can be a successful strategy to stimulate attention, but not executive functions or academic performance in children between the age of 6 and 12 years.”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > Practical implications
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Secondly, the current meta-analysis only included studies that were published after 2000 and that contained a control condition with no or a lower amount of physical activity.”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 4. Discussion
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“there are additional moderators not included in the current meta-analysis that might have an effect on the physiological responses of physical activity.”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 4. Discussion
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.
In the paper
“It has been suggested that there is an inverted-U effect with MVPA showing the largest effect on cognition, whereas light and vigorous physical activity showing smaller effects.69”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 4. Discussion
What the sources say
- Not checked — no full text of the sourcecites [69] 69. McMorris T, Hale BJ. Differential effects of differing intensities of acute exercise on speed and accuracy of cognition: a meta-analytical investigation. Brain Cogn 2012; 80(3):338-351. source
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✗ Asserted: fails✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The authors may not put it forward as true. The paper’s conclusions may not depend on it. It may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“The mean PEDro score was 4.3 (below adequate) and had a range between 2 (below adequate) and 7 (adequate) (Table 3S, see Supplementary material).”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 3. Results
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“Interestingly, the meta-analysis by Fedewa and Ahn 4 found the highest effect on mathematics and closely followed by reading, while no effect was found on any of the subdomains (mathematics, reading and spelling) in the current meta-analysis.”
§ Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis > 4. Discussion
What the sources say
- Not checked — no full text of the sourcecites [4] 4. Fedewa AL, Ahn S. The effects of physical activity and physical fitness on chil- dren's achievement and cognitive outcomes: A meta-analysis. Res Q Exerc Sport 2011; 82(3):521-535. source
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
The paper relies on this without support.
It is thought that by specifically selecting physical activities with a relatively high cognitive engagement, performance on cognitive functions will increase.
“It is thought that by specifically selecting physical activities with a relatively high cognitive engagement, performance on cognitive functions will increase.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“A growing body of literature has investigated the effects of PA (school-based, class-based, and extracurricular PA) on academic performance, and the results are widely debated.”
From The Effects of Physical Activity on Academic Performance in School-Aged Children: A Systematic Review (2023) · cites this paper as [20]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“De Greeff et al. (2018) observed that both acute exercise and long-term exercise programs exert a moderate positive effect on children’s executive function and attention, as well as a small positive effect on academic performance.”
From The impact of physical activity on academic performance in children and adolescents: a meta-analysis (2026) · cites this paper as De Greeff et al., 2018
Experimental — accuracy not yet measuredThe cited source says what the claim attributes to it.
In the citing paper
“De Greeff et al. [20] supported this positive effect of PA on executive functions (inhibition, working memory, cognitive flexibility, and planning) and academic performance, and stated that largest effects are seen with interventions that implement continuous regular PA over several weeks.”
From The Effects of Physical Activity on Academic Performance in School-Aged Children: A Systematic Review (2023) · cites this paper as [20]
In the citing paper
“Chronic physical activity showed a medium positive effect on academic achievement”
From Physical Activity and Academic Achievement: An Umbrella Review (2020) · cites this paper as [33]
In the citing paper
“acute physical activity did not demonstrate benefits.”
From Physical Activity and Academic Achievement: An Umbrella Review (2020) · cites this paper as [33]
In the citing paper
“for reading, null [28,33,34,35], small [31,39], or medium [27] effects were found”
From Physical Activity and Academic Achievement: An Umbrella Review (2020) · cites this paper as [33]
In the citing paper
“Mathematics was the subject where positive associations were found with more consistency [27,31,33,36,39,52,61].”
From Physical Activity and Academic Achievement: An Umbrella Review (2020) · cites this paper as [33]
In the citing paper
“The effects of PA on mathematics were null [23,24,28,33,34,35], small [39], or medium [27,31,36].”
From Physical Activity and Academic Achievement: An Umbrella Review (2020) · cites this paper as [33]
In the citing paper
“and another which assessed acute PA [33], as well as a null effect from chronic PA [33]”
From Physical Activity and Academic Achievement: An Umbrella Review (2020) · cites this paper as [33]
In the citing paper
“as well as a null effect from chronic PA [33]”
From Physical Activity and Academic Achievement: An Umbrella Review (2020) · cites this paper as [33]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Discussion misstates the number of cognitively engaging longitudinal studies
MinorThe discussion assigns 11 studies to cognitively engaging longitudinal activity, whereas the results assign five to that category and 11 to aerobic activity.
“Interestingly, the longitudinal physical activity programs that focused on cognitively engaging physical activity (s = 11) showed a moderate to large positive effect (ES = 0.53), while aerobic physical activity showed a small to moderate positive effect (ES = 0.29).”
“Investigating the type of physical activity within studies that implemented a longitudinal physical activity program, 11 studies (k = 12) focused on aerobic physical activity 20,26,55,56,[59][60][61][62][63][64][65] and five studies (k = 6) focused on cognitively engaging physical activity.57,58,61,63,66”
Citations
Cites
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,603
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: the PRISMA statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & for the PRISMA Group (2009) · BMJ · doi:10.1136/bmj.b2535 · Cited by 83,823
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,417
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & The PRISMA Group (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000097 · Cited by 64,042
Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement.
(2009) · PubMed Central · Cited by 44,859
Quantifying heterogeneity in a meta‐analysis
Higgins, J. P. T., & Thompson, S. G. (2002) · Statistics in Medicine · doi:10.1002/sim.1186 · Cited by 36,763
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2009.06.005 · Cited by 19,575
Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., & Wager, T. D. (2000) · Cognitive Psychology · doi:10.1006/cogp.1999.0734 · Cited by 15,798
Diamond, A. (2013) · Annual Review of Psychology · doi:10.1146/annurev-psych-113011-143750 · Cited by 13,268
An Integrative Theory of Prefrontal Cortex Function
Miller, E. K., & Cohen, J. D. (2001) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.24.1.167 · Cited by 12,803
Flagged first, then by citations
Cited by
Sorted by citations
Items 101–200 of 821
Contribution of Physical Education to the Daily Physical Activity of Schoolchildren in Saudi Arabia
Aljuhani, O., & Sandercock, G. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16132397 · Cited by 39
Wang, J., Yang, Y., Li, L., Yang, X., Guo, X., Yuan, X., Xie, T., Yang, K., & Zhuang, J. (2023) · Journal of science and medicine in sport · doi:10.1016/j.jsams.2023.11.006 · Cited by 49
The Effect of an 8-Week Aerobic Dance Program on Executive Function in Children
Zinelabidine, K., Elghoul, Y., Jouira, G., & Sahli, S. (2021) · Perceptual and Motor Skills · doi:10.1177/00315125211058001 · Cited by 54
Factors Predicting Physical Activity and Sports Participation in Adolescence
Rullestad, A., Meland, E., & Mildestvedt, T. (2021) · Journal of Environmental and Public Health · doi:10.1155/2021/9105953 · Cited by 38
Mavilidi, M. F., Lubans, D. R., Miller, A., Eather, N., Morgan, P. J., Lonsdale, C., Noetel, M., Karayanidis, F., Shaw, K. M., & Riley, N. (2020) · International Journal of Educational Research · doi:10.1016/j.ijer.2020.101592 · Cited by 36
Physical Activity, Fitness, and Executive Functions in Youth: Effects, Moderators, and Mechanisms
Lubans, D. R., Leahy, A. A., Mavilidi, M. F., & Valkenborghs, S. R. (2021) · Current topics in behavioral neurosciences · doi:10.1007/7854_2021_271 · Cited by 50
Exploration: an overarching focus for holistic development
Stodden, D. F., Lakes, K. D., Côté, J., Aadland, E., Brian, A., Draper, C. E., Panteleimon Ekkekakis, A., Fumagalli, G. F., Laukkanen, A., Mavilidi, M. F., et al. (2021) · Brazilian Journal of Motor Behavior · doi:10.20338/bjmb.v15i5.254 · Cited by 42
Association between the 24-hour movement guidelines and executive function among Chinese children
Zeng, X., Cai, L., Yang, W., Tan, W., Huang, Y., & Chen, Y. (2022) · BMC Public Health · doi:10.1186/s12889-022-13420-5 · Cited by 39
Physical Exercise During the Morning School‐Break Improves Basic Cognitive Functions
Tilp, M., Scharf, C., Payer, G., Presker, M., & Fink, A. (2019) · Mind Brain and Education · doi:10.1111/mbe.12228 · Cited by 38
Anzeneder, S., Zehnder, C., Martin‐Niedecken, A. L., Schmidt, M., & Benzing, V. (2023) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2023.102404 · Cited by 41
Association of Sedentary Time and Physical Activity With Executive Function Among Children
Zeng, X., Cai, L., Wong, S. H., Lai, L., Lv, Y., Tan, W., Jin, J., & Chen, Y. (2020) · Academic Pediatrics · doi:10.1016/j.acap.2020.02.027 · Cited by 40
Walker, R. A. J., House, D., Salway, R., Emm-Collison, L., Hollander, L. E., Sansum, K. M., Breheny, K., Churchward, S., Williams, J. G., de Vocht, F., et al. (2023) · BMC Public Health · doi:10.1186/s12889-023-16021-y · Cited by 37
Müller, C. A., Otto, B., Sawitzki, V., Kanagalingam, P., Scherer, J.-S., & Lindberg, S. I. (2021) · Trends in Neuroscience and Education · doi:10.1016/j.tine.2021.100160 · Cited by 51
Dzhambov, A. M., Lercher, P., Vincens, N., Waye, K. P., Klatte, M., Leist, L., Lachmann, T., Schreckenberg, D., Belke, C., Ристовска, Г., et al. (2023) · Environmental Research · doi:10.1016/j.envres.2023.116452 · Cited by 38
Liu, Z., Chen, C., Fan, X.-L., Lin, C., & Ye, X. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19127420 · Cited by 40
Lakes, K. D., Neville, R. D., Vazou, S., Schuck, S. E. B., Stavropoulos, K. K. M., Krishnan, K., Gonzalez, I., Guzman, K., Tavakoulnia, A., Stehli, A., et al. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16081377 · Cited by 41
Morales, J. S., del Río, E. A., Valenzuela, P. L., & Martínez‐de‐Quel, Ó. (2024) · Sports Medicine · doi:10.1007/s40279-024-02020-5 · Cited by 49
Li, D., Li, L., Zang, W., Wang, D., Miao, C., Li, C., Zhou, L., & Yan, J. H. (2023) · Frontiers in Physiology · doi:10.3389/fphys.2023.1189443 · Cited by 41
Walker, R. A. J., House, D., Emm-Collison, L., Salway, R., Tibbitts, B., Sansum, K. M., Reid, T., Breheny, K., Churchward, S., Williams, J. G., et al. (2022) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-022-01356-3 · Cited by 32
Song, W., Feng, L., Wang, J.-W., Ma, F., Chen, J., Qu, S., & Luo, D. (2022) · Brain Sciences · doi:10.3390/brainsci12060762 · Cited by 55
Tai Chi exercise improves working memory capacity and emotion regulation ability
Wang, Y., Tian, J., & Yang, Q. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1047544 · Cited by 40
Grip Strength and Sarcopenia Predict 2-Year Cognitive Impairment in Community-Dwelling Older Adults
Peng, T., Chiou, J., Chen, T., Chen, Y., & Chen, J. (2022) · Journal of the American Medical Directors Association · doi:10.1016/j.jamda.2022.10.015 · Cited by 35
Escolano-Pérez, E., & Laguna, M. B. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18041816 · Cited by 50
Berki, T., & Tarjányi, Z. (2022) · Children · doi:10.3390/children9030320 · Cited by 31
Deliberate Soccer Practice Modulates Attentional Functioning in Children
Moratal, C., Lupiáñez, J., Ballester, R., & Huertas, F. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.00761 · Cited by 38
Babaeer, L., Stylianou, M., LEVERITT, M. D., & Gomersall, S. R. (2021) · Journal of American College Health · doi:10.1080/07448481.2020.1846047 · Cited by 42
The Effect of an Enriched Sport Program on Children’s Executive Functions: The ESA Program
Gentile, A., Boca, S., Şahin, F. N., Güler, Ö., Pajaujienė, S., Indriūnienė, V., Demetriou, Y., Sturm, D. J., López, M. G., Bianco, A., et al. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.00657 · Cited by 37
Exercise of Varying Durations: No Acute Effects on Cognitive Performance in Adolescents
van den Berg, V., Saliasi, E., Jolles, J., de Groot, R. H. M., Chinapaw, M. J. M., & Singh, A. S. (2018) · Frontiers in Neuroscience · doi:10.3389/fnins.2018.00672 · Cited by 31
Physical Activity and Executive Function in Children With ADHD: The Mediating Role of Sleep
Liang, X., Li, R., Wong, S. H., Sum, R. K. W., Wang, P., Yang, B., & Sit, C. H. P. (2022) · Frontiers in Pediatrics · doi:10.3389/fped.2021.775589 · Cited by 34
Chueh, T., Hsieh, S., Tsai, Y.-J., Yu, C., Hung, C., Benzing, V., Schmidt, M., Chang, Y., Hillman, C. H., & Hung, T. (2021) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2021.102097 · Cited by 40
Kolovelonis, A., & Γούδας, Μ. (2023) · European Journal of Investigation in Health Psychology and Education · doi:10.3390/ejihpe13050060 · Cited by 45
Tao, R., Yang, Y., Wilson, M., Chang, J. R., Liu, C., & Sit, C. H. P. (2025) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-024-01702-7 · Cited by 44
Kolovelonis, A., Pesce, C., & Γούδας, Μ. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph191912742 · Cited by 46
Paschen, L., Lehmann, T., Kehne, M., & Baumeister, J. (2019) · Pediatric Exercise Science · doi:10.1123/pes.2018-0215 · Cited by 41
Ishihara, T., Drollette, E. S., Ludyga, S., Hillman, C. H., & Kamijo, K. (2020) · Journal of Clinical Medicine · doi:10.3390/jcm9072071 · Cited by 33
Hou, Y., Mei, G., Liu, Y., & Xu, W. (2020) · BioMed Research International · doi:10.1155/2020/5602395 · Cited by 31
Exercise Intervention for Academic Achievement Among Children: A Randomized Controlled Trial
Takehara, K., Ganchimeg, T., Kikuchi, A., Gundegmaa, L., Лхагвасурэн, А., Aoki, A., Fukuie, T., Bat-Erdene, S., Suwabe, K., Mikami, M., et al. (2021) · PEDIATRICS · doi:10.1542/peds.2021-052808 · Cited by 31
van den Berg, V., Singh, A. S., Komen, A., Hazelebach, C., van Hilvoorde, I. M., & Chinapaw, M. J. M. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16142452 · Cited by 33
Monteiro-Júnior, R. S., Maillot, P., Gatica-Rojas, V., Ávila, W. R. D. M. E., de Paula, A. M. B., Guimarães, A. L. S., Santos, S. H. S., Pupe, C., & Deslandes, A. C. (2018) · Medical Hypotheses · doi:10.1016/j.mehy.2018.12.013 · Cited by 30
Muntaner‐Mas, A., Mazzoli, E., Abbott, G., Mavilidi, M. F., & Galmes-Panades, A. M. (2022) · Children · doi:10.3390/children9060823 · Cited by 38
Pihlaja, M., Tuominen, P. P. A., Peräkylä, J., & Hartikainen, K. M. (2022) · Brain Sciences · doi:10.3390/brainsci12121723 · Cited by 30
Can Movement Games Enhance Executive Function in Overweight Children? A Randomized Controlled Trial
Chou, C., Chen, K., Huang, M.-Y., Tu, H.-Y., & Huang, C. (2019) · Journal of Teaching in Physical Education · doi:10.1123/jtpe.2019-0165 · Cited by 35
Graham, J. D., Bremer, E., Fenesi, B., & Cairney, J. (2021) · Frontiers in Pediatrics · doi:10.3389/fped.2021.688251 · Cited by 37
Athletes’ Psychological Adaptation to Confinement Due to COVID-19: A Longitudinal Study
Rubio, V. J., Sánchez‐Iglesias, I., Bueno, M., & Martin, G. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.613495 · Cited by 36
Bacon, P., & Lord, R. N. (2021) · Health Education Research · doi:10.1093/her/cyab020 · Cited by 50
Chou, C., Kao, S., Pan, C., McCullick, B. A., Fu, H., & Wang, C. (2022) · Scandinavian Journal of Medicine and Science in Sports · doi:10.1111/sms.14264 · Cited by 31
Training Willpower: Reducing Costs and Valuing Effort
Audiffren, M. F., André, N., & Baumeister, R. F. (2022) · Frontiers in Neuroscience · doi:10.3389/fnins.2022.699817 · Cited by 31
Woodforde, J., Alsop, T., Salmon, J., Gomersall, S. R., & Stylianou, M. (2021) · British Journal of Sports Medicine · doi:10.1136/bjsports-2021-104470 · Cited by 27
The contributions of motor skill proficiency to cognitive and social development in early childhood
Capio, C. M., Mendoza, N. B., Jones, R. A., Masters, R. S. W., & Lee, K. L. (2024) · Scientific Reports · doi:10.1038/s41598-024-79538-1 · Cited by 56
Wheatley, C., Beale, N., Wassenaar, T. M., Graham, M., Eldridge, E., Dawes, H., & Johansen‐Berg, H. (2020) · Trends in Neuroscience and Education · doi:10.1016/j.tine.2020.100134 · Cited by 27
The beneficial effects of physical exercise on visuospatial working memory in preadolescent children
Serra, L., Raimondi, S., Domenico, C. D., Maffei, S., Lardone, A., Liparoti, M., Sorrentino, P., Caltagirone, C., Petrosini, L., & Mandolesi, L. (2021) · AIMS neuroscience · doi:10.3934/neuroscience.2021026 · Cited by 25
Chen, J., Zhou, X., Wu, X., Gao, Z., & Ye, S. (2023) · Archives of Public Health · doi:10.1186/s13690-023-01195-z · Cited by 33
Zhang, Z., Yu, Q., Chen, Y., Zou, L., Ludyga, S., Mavilidi, M. F., Lubans, D. R., Li, J., Hillman, C. H., Wang, J., et al. (2025) · Educational Psychology Review · doi:10.1007/s10648-025-10049-9 · Cited by 30
Muñoz‐Parreño, J. A., Belando‐Pedreño, N., Manzano-Sánchez, D., & Valenzuela, A. V. (2021) · Psicothema · doi:10.7334/psicothema2020.201 · Cited by 24
Jumping Rope Improves the Physical Fitness of Preadolescents Aged 10-12 Years: A Meta-Analysis
Zhao, Q., Wang, Y., Niu, Y., & Liu, S. (2023) · Journal of Sports Science and Medicine · doi:10.52082/jssm.2023.367 · Cited by 36
Lemberg, G. M., Riso, E., Fjørtoft, I., Kjønniksen, L., Kull, M., & Mäestu, E. (2023) · Children · doi:10.3390/children10040702 · Cited by 42
Fink, A., Koschutnig, K., Zussner, T., Perchtold‐Stefan, C. M., Rominger, C., Benedek, M., & Papousek, I. (2021) · Cortex · doi:10.1016/j.cortex.2021.08.010 · Cited by 29
Vasilopoulos, F., Jeffrey, H., Wu, Y., & Dumontheil, I. (2023) · Scientific Reports · doi:10.1038/s41598-023-35082-y · Cited by 28
Rostami, S., Haghparast, A., & Fayazmilani, R. (2021) · Brain Research · doi:10.1016/j.brainres.2021.147373 · Cited by 24
Heemskerk, C. H. H. M., Lubans, D. R., Strand, S., & Malmberg, L. (2019) · Journal of science and medicine in sport · doi:10.1016/j.jsams.2019.12.012 · Cited by 25
de Jesus, G. M., Araújo, R. H. D. O., Dias, L. A., Barros, A. K. C., Araujo, L. D. M. D. S., & de Assis, M. A. A. (2022) · BMC Public Health · doi:10.1186/s12889-022-13864-9 · Cited by 24
Reyes-Amigo, T., Salinas-Gallardo, G., Mendoza, E., Ovalle-Fernández, C., Ibarra-Mora, J., Gómez-Álvarez, N., Beltrán, H. C., Páez‐Herrera, J., Almonacid, J. G. H., Sepulveda, R. A. Y., et al. (2025) · Frontiers in Public Health · doi:10.3389/fpubh.2025.1469998 · Cited by 27
Liu, S., Chen, S., & Cai, Y. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.875256 · Cited by 25
Impact of physical activity on executive functions: a moderated mediation model
Zhao, G., Sun, K., Fu, J., Li, Z., Liu, D., Tian, X., Yang, J., & Zhang, Q. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1226667 · Cited by 24
Wang, D., Lin, H., Lee, Y.-J., Yu, H.-F., Wu, S.-R., & Qamar, M. U. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21113867 · Cited by 25
Physical Activity and Nutritional Pattern Related to Maturation and Development
Bustamante-Sánchez, Á., Villegas-Mora, B. E., Martínez‐Guardado, I., Tornero-Aguilera, J. F., Ardigò, L. P., Nobarı, H., & Clemente‐Suárez, V. J. (2022) · Sustainability · doi:10.3390/su142416958 · Cited by 34
A program evaluation of an in-school daily physical activity initiative for children and youth
Bremer, E., Graham, J. D., Veldhuizen, S., & Cairney, J. (2018) · BMC Public Health · doi:10.1186/s12889-018-5943-2 · Cited by 23
Yamada, Y., Frith, E., Wong, V. H. Y., Spitz, R. W., Bell, Z. W., Chatakondi, R. N., Abe, T., & Loenneke, J. P. (2021) · Medical Hypotheses · doi:10.1016/j.mehy.2021.110586 · Cited by 23
Li, J., Herold, F., Ludyga, S., Yu, Q., Zhang, X., & Zou, L. (2022) · Complementary Therapies in Clinical Practice · doi:10.1016/j.ctcp.2022.101594 · Cited by 26
Effects of residential greenness on attention in a longitudinal study at 8 and 11–13 years
Anabitarte, A., Ibarluzea, J. M., García‐Baquero, G., Marina, L. S., Fernández‐Somoano, A., Tardón, A., Nieuwenhuijsen, M. J., de Castro, M., Dadvand, P., & Lertxundi, A. (2022) · Environmental Research · doi:10.1016/j.envres.2022.112994 · Cited by 24
de Bruijn, A. G. M., van der Fels, I. M. J., Renken, R. J., Königs, M., Meijer, A., Oosterlaan, J., Kostons, D. D. N. M., Visscher, C., Bosker, R., Smith, J., et al. (2021) · Brain and Cognition · doi:10.1016/j.bandc.2021.105812 · Cited by 24
Self-citationWade, L., Leahy, A. A., Lubans, D. R., Smith, J. J., & Duncan, M. J. (2019) · Journal of science and medicine in sport · doi:10.1016/j.jsams.2019.12.020 · Cited by 23
School Medical Service: Strategies to Promote Psycho-Physiological Well-Being
Tafuri, F., & Latino, F. (2024) · Pediatric Reports · doi:10.3390/pediatric16010019 · Cited by 31
Tian, S., Mou, H., Fang, Q., Zhang, X., Meng, F., & Qiu, F. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18189631 · Cited by 24
Liu, K., Zhao, W. D., Li, C., Tian, Y., Wang, L., Zhong, J., Xu, Y., Wang, Y., Wang, L., & Wang, H. (2024) · Scientific Reports · doi:10.1038/s41598-024-83802-9 · Cited by 32
Contreras-Osorio, F., Guzmán‐Guzmán, I. P., Cerda-Vega, E., Ríos, L. J. C., Ramírez‐Campillo, R., & Campos‐Jara, C. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19053045 · Cited by 30
OLIVE, L. S., Telford, R. M., Westrupp, E. M., & Telford, R. D. (2023) · Child Development · doi:10.1111/cdev.14014 · Cited by 33
Wunsch, K., Fiedler, J., Hubenschmid, S., Reiterer, H., Renner, B., & Wöll, A. (2024) · JMIR mhealth and uhealth · doi:10.2196/51201 · Cited by 28
Sun, G., Lee, Y.-J., Lee, Y., Yu, H.-F., & Wang, D. (2021) · Behavioural Brain Research · doi:10.1016/j.bbr.2021.113444 · Cited by 23
Nezondet, C., Gandrieau, J., Bourrelier, J., Nguyen, P., & Zunquin, G. (2023) · Children · doi:10.3390/children10060956 · Cited by 21
Ludyga, S., Gerber, M., Brand, S., Möhring, W., & Pühse, U. (2021) · British Journal of Educational Psychology · doi:10.1111/bjep.12445 · Cited by 25
Christian, S., Somerville, M. J., Taylor, S., Spence, J. C., Giuffre, M., & Atallah, J. (2020) · Cardiology in the Young · doi:10.1017/s1047951120000803 · Cited by 19
Circadian preference and physical and cognitive performance in adolescence: A scoping review
Vidueira, V. F., Booth, J. N., Saunders, D. H., Sproule, J., & Turner, A. P. (2023) · Chronobiology International · doi:10.1080/07420528.2023.2256901 · Cited by 25
Current State and Future Trends: A Citation Network Analysis of the Academic Performance Field
Martínez-Pérez, C., Alvarez-Peregrina, C. C., Villa-Collar, C. C., & Sánchez‐Tena, M. Á. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17155352 · Cited by 26
Relationship Between Gross Motor Skills and Inhibitory Control in Preschool Children: A Pilot Study
Liu, J., Li, Y., Zhou, T., Lü, Y., Sang, M., Li, L., Fang, C., Hu, W., Sun, X., Quan, M., et al. (2022) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2022.848230 · Cited by 21
Zhang, B., Liu, Y., Zhao, M., Meng, X., Deng, Y., Zheng, X., Wang, X., Xiong, S., & Han, Y. (2020) · Mental health and physical activity · doi:10.1016/j.mhpa.2020.100326 · Cited by 28
Jackson, D., Prochnow, T. M., & Ettekal, A. V. (2024) · Journal of School Health · doi:10.1111/josh.13486 · Cited by 22
Latomme, J., Calders, P., Van Waelvelde, H., Mariën, T., & De Craemer, M. (2022) · Children · doi:10.3390/children9050596 · Cited by 21
Zang, W., Zhu, J., Xiao, N., Fang, M., Li, D., Li, H., Yan, J. H., Jing, H., & Wang, S. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e28633 · Cited by 27
Song, H., Wang, J., Zhang, B., Shi, L., & Lau, W. C. (2023) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2023.102419 · Cited by 26
Meli, A. M., Ali, A., Jalil, A. M. M., Yusof, H. M., & Tan, M. M. C. (2021) · Medicina · doi:10.3390/medicina58010057 · Cited by 19
Toledo-Vargas, M., Perez-Contreras, P., Chandía-Poblete, D., & Aguilar-Farías, N. (2020) · Journal of Physical Activity and Health · doi:10.1123/jpah.2019-0672 · Cited by 22
Expansion of Stodden et al.’s Model
Lima, R. A., Drenowatz, C. J., & Pfeiffer, K. A. (2022) · Sports Medicine · doi:10.1007/s40279-021-01632-5 · Cited by 22
Özcan, G. H., Özer, D., & Pınar, S. (2024) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-024-06384-5 · Cited by 33
Recreos activos como estrategia de promoción de la actividad física: una revisión sistemática
Vicedo, J. C. P., Martínez-Martinez, J., López-Polo, M., & Prieto-Ayuso, A. (2020) · Retos · doi:10.47197/retos.v1i40.82102 · Cited by 21
Li, D., Miao, C., Wang, D., & Li, C. (2025) · Journal of Affective Disorders · doi:10.1016/j.jad.2025.01.155 · Cited by 28
Contreras-Osorio, F., Ramírez‐Campillo, R., Cerda-Vega, E., Campos-Jara, R., Martínez‐Salazar, C., Araneda, R., Ebner‐Karestinos, D., Arellano-Roco, C., & Campos‐Jara, C. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph191912573 · Cited by 23
Effect of 11 Weeks of Physical Exercise on Physical Fitness and Executive Functions in Children
Zhang, M., Garnier, H., Qian, G., & Li, S. (2023) · Children · doi:10.3390/children10030485 · Cited by 20
Quinzi, F., Modica, M., Berchicci, M., Bianco, V., Perri, R. L., & Russo, F. D. (2022) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2022.05.016 · Cited by 22
The contribution of being physically active to successful aging
Piccardi, L., Pecchinenda, A., Palmiero, M., Giancola, M., Boccia, M., Giannini, A. M., & Guariglia, C. (2023) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2023.1274151 · Cited by 20
Metadata
- Authors
- de Greeff, J. W., Bosker, R. J., Oosterlaan, J., Visscher, C., & Hartman, E.
- Affiliations
- University of Groningen (NL)
- Vrije Universiteit Amsterdam (NL)
- University Medical Center Groningen (NL)
- Venue
- Journal of Science and Medicine in Sport
- Publisher
- Elsevier BV
- Published
- 2018-05
- Volume
- 21
- Issue
- 5
- Pages
- 501-507
- ISSN
- 1440-2440 (ISSN-L)
- OpenAlex
- W2761700625
- Cited by
- 841
- References
- 77
- Citations by year
- 2026: 88 · 2025: 115 · 2024: 126 · 2023: 127 · 2022: 126 · 2021: 109 · 2020: 85 · 2019: 49 · 2018: 13
- FWCI
- 4.93
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of science and medicine in sport (publishedVersion)
- PubMed (publishedVersion)
- Amsterdam UMC (VU Amsterdam) - Institutional Repository (publishedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Pure Amsterdam UMC (submittedVersion)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (submittedVersion, other-oa)
- VU Research Portal (submittedVersion, other-oa)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Physical Activity and Health
- Social Sciences › Psychology › Developmental and Educational Psychology › Children's Physical and Motor Development
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Keywords
- physical activity, executive function, attention, academic performance, preadolescents, inhibition, working memory, cognitive flexibility, planning, selective attention, divided attention, sustained attention, mathematics, spelling, reading, acute exercise, aerobic exercise
- MeSH terms
- Academic Performance, Attention, Child, Female, Humans, Inhibition, Psychological, Male, Memory, Short-Term, Time Factors, Exercise, Executive Function
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
A language model drew the claims from the paper on 2026-10-10, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).
A second model labelled each claim on 2026-10-10 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).
Cited sources are checked with a language model’s help (gpt-6-sol).
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review