Dose-Related Effects of Endurance, Strength and Coordination Training on Executive Functions in School-Aged Children: A Systematic Review
Abstract
:1. Introduction
- (1)
- Is there any effect of short-term endurance, strength, or coordination training on the selected executive parameters after controlling for the experimental success?
- (2)
- Is there any effect of long-term endurance, strength or coordination training on the selected executive parameters considering changes in fitness performance?
- (3)
- Does the amount of training have a modulating influence on the outcome?
- (4)
- Does the outcome depend on the success of the experimental manipulation?
2. Materials and Methods
2.1. Search Strategy
2.2. Selection Criteria
2.2.1. Characteristic Features of Intervention
2.2.2. Characteristic Features of Executive Functions
2.3. Data Extraction
2.4. Risk of Bias/Quality Assessment
2.5. Strategy for Data Synthesis
3. Results
3.1. Selected Articles and Characteristics
3.2. Short-Term Interventions
3.3. Short-Term Effects of the PA Intervention on Executive Functions
3.4. Long-Term Interventions
3.5. Long-Term Effects of the PA Intervention on Executive Functions
3.6. Risk of Bias within Studies
4. Discussion
4.1. Effects of Short-Term PA Training
4.2. Effects of Long-Term PA Training
4.3. Perspective
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Intervention of Physical Activity (Training, Gymnastics, Exercise, Workout) | |
---|---|
Endurance | Endurance is the ability to withstand a load physically and mentally over a longer period, which due to its intensity and duration leads to insurmountable fatigue, and to recover as quickly as possible/non-cognitively engaging physical exertion (cardiorespiratory fitness, cardiovascular endurance, muscular endurance, aerobic fitness) |
Strength | Strength describes the ability of muscles to resist, counteract, or hold resistance, and quick strength describes the ability to perform movements as quickly as possible against a resistance (muscular strength, resistance exercise, power, agility, speed, rapidity, vigorous activity) |
Coordination | Coordination is the ability to perform challenging movements quickly and purposefully with high quality/cognitively demanding exercises (motor fitness, balance, control of body movement, psychomotor ability, team games) |
Executive Functions (Higher-Order Cognitive Abilities) | |
---|---|
Inhibitory control | Inhibitory control means resisting the initial impulse or strong need to do something and instead thinking first and then acting (self-control and interference control incl. selective attention); Tasks: Stroop task, Simon task, Flanker task, antisaccade tasks, go/no-go task, and stop-signal task |
Working memory | Working memory (WM) refers to the ability to hold new information in memory while performing mental operations related to the information held (verbal WM and visual-spatial WM); Tasks: Hearts and Flowers task (Dots task), N-back task, Corsi Block task, Backward-digit span or mixed-digit order |
Cognitive flexibility | Cognitive flexibility is the ability to flexibly adjust attention to changing demands or priorities, or to change the way one looks at things (shifting, mental flexibility, or mental set shifting and closely linked to creativity); Tasks: task-switching and set-shifting tasks, the Trail-Making Task |
Study (Reference, Year, Country) | Sample (n, Age, % Girls) | Setting/Design | Intervention (Conditions) | Experimental Manipulation (Assessment) | Cognition (Assessment, PostTest Time) | Findings |
---|---|---|---|---|---|---|
Bedard et al., 2021, Canada, [28] | n = 48, 6–8 years, 40.0% girls | Lab/RCT | Endurance: non-cognitively engaging PA (running); 20 min conditions Coordination: cognitively engaging PA (running to the board to play the game, approximately 75% of HR max; 135–160 bpm); 20 min conditions Control: cognitive sedentary activity (board game); 20 min conditions | EM: successful -HR -Feeling scale -Borg RPE scale | Inhibition (Flanker task) Time: 10–15 min of the end of treatment | No intervention effects |
Chen et al., 2014, China, [38] | n = 83, 9 and 11 years, 50.6% girls | School/ RCT stratified by sex and grade | Endurance: jogging at moderate intensity 60–70% of HR max, ≈157 bpm; 30 min condition Control: 30 min of sitting quietly and reading book | EM: unclear -HR (based on 6 children per group) | Inhibition (Flanker task), working memory (2-back task), and shifting (a more-odd task) Time: 20–25 min of the end of treatment | For all tasks: shorter response time in the endurance group. No intervention effects on accuracy |
Drollette et al., 2012, USA, [35] | n = 36, 9–11 years, 55.6% girls | Lab/within-subject repeated measures (each participant as their own control: 8.4 days a washout period) | Endurance: treadmill walking (3 testing periods: before, during walking and post), moderately intense (60% of max HR); ≈20 min condition, Control: seated rest on the treadmilll (3 testing periods: before, during seated rest and post seated); ≈20 min condition | EM: successful -HR -indirect calorimetry (VO2max) -RPE | Inhibitory control (Flanker task), working memory (spatial n-back task) Time: about 5 min after walking or seating | Post-exercise-increased inhibitory control. No intervention effects on working memory |
Egger et al., 2018, Switzerland, [30] | n = 216, 7 and 9 years, 49.1% girls | School/RCT | Coordination: (a) Combo group (high CE, high PE, 67% of HRmax), (b) Cognition group (high CE, low PE, 47% of max HR); 20 min condition Endurance: (c) Aerobic group (low CE, high PE); High PE: 67% of HR max; 20 min condition Control: low CE, low PE (47% of HRmax); 20 min condition | EM: successful -HR -Perceived cognitive engagement -Borg RPE scale | Inhibition (Flanker task), updating (a Backward Color Recall task) and Shifting (an additional “mixed” block within the Flanker task) Time: immediately after the treatment | No intervention effects for PE factor. Factor CE affected negative shifting |
Hillman et al., 2009, USA, [36] | n = 20, mean age 9.6 years, 40.0% girls | Lab/within-subject repeated measures (each participant as their own control: 10.6 days a washout period) | Endurance: treadmill walking, moderately intense (60% of max HR, ~125.4 bpm); 20 min condition Control: 20 min of the resting session | EM: successful -HR -indirect calorimetry (VO2max) -RPE | Inhibitory control (Flanker task Time: 25 min post exercise | Post exercise increased response accuracy |
Howie et al., 2015, USA, [33] | n = 96, 9–12 years, 64.6% girls | School/within-subject design (Latin Square design), washout period at least 1 week | Endurance: classroom exercise break (jumping and running in place, moderate-to-vigorous PA); 5 min, 10 min and 20 min conditions, Control: 10 min of sedentary classroom lesson about exercise science | EM: unclear -Observing fitness instruction time based on videotapes | Executive control (modified Trail-Making-Test), working memory (Digit Recall in chronological order, paper based) Time: immediately thereafter | No intervention effects. |
Jäger et al., 2014, Switzerland, [31] | n = 104, 6–8 years, 54.8% girls | School/RCT | Coordination: cognitively engaging and playful physical activity (three games: (1) running with different movements to a song, (2) playing tag to different rules and (3) rope, club, ball, rod, hula-hoop), moderate-to vigorous activity: HR ≈157 bpm; 20 min condition Control: 20 min resting condition listened to a story | EM: successful -HR -Enjoyment scale -Cortisol | Updating (n-back task), inhibition and shifting (Flanker task) Time: immediately after (post-test) and 40 min after (follow-up) | Positive effects on inhibition, but not on updating and shifting |
Morris et al., 2019, UK, [29] | n = 303, 9–11 years, 37.3% girls | School/ 4-block randomization stratified by sex | Endurance: the Daily Mile: TDM in the playground program (an additional 15 min of walking or running, at least 10 min of moderate-to-vigorous intensity) Control: usual classroom-based academic lesson | EM: successful accelerometer-based PA level: -sedentary -light -moderate-to-vigorous | Inhibitory control (modified Flanker and Animal Stroop task: paper-based) working memory (Digit Recall in chronological order) cognitive flexibility (Trail-Making Task) Time: within 5 min of the end of treatment | No intervention effects |
Vazou et al., 2014, USA, [34] | n = 35, 9–11 years (54.3% girls) | LAB/a within-subjects design with 7.8 days between sessions | Coordination: movement while avoiding obstacles with math practice (sliding, hopping, leaping, bear or crab walking etc.), 68.41% of age-predicted maximal HR: ~143 bpm; 10-min condition at least moderate intensity Control: a seated math practice, cognitively challenging | EM: successful -HR -PA enjoyment scale -RPE | Inhibition, working memory, switching, and selective attention (the Standard Flanker, Reverse Flanker, and Mixed Flanker), Time: immediately thereafter | Post exercise response time in the Standard Flanker improved |
Study (Reference, Year, Country) | Sample (n, Age, % Girls) | Setting/Design | Intervention (Conditions) | Fitness Gain (FG) (Assessment) | Cognition (Assessment) | Findings |
---|---|---|---|---|---|---|
Crova et al., 2014, Italy, [44] | n = 70, 9–10 years, 50.0% girls | School/ a class-based cluster-RCT | Coordination: two additional PE hours of skill-based and tennis-specific training (HR > 139 bpm); 6 month (21 weeks, 2 h a week) Control: regular PE | FG: unclear (coordination not tested) Aerobic fitness (20 m Shuttle Run test, estimated VO2max) | Inhibition and working memory updating (random number generation task) | Effect of time on inhibition; effect of intervention Covariate: BMI and VO2max at pretest related to inhibition |
De Greeff et al., 2016, The Netherlands, [41] | n = 499, mean age 8.1 years, 54.7% girls | School/ a class-based cluster-RCT stratified by grade | Endurance: MVPA during academic lessons (jogging, hopping, marching), ≈60% of HRmax; 2 school years; 22 weeks program per year, 3 lessons per week, 20–30 min per lesson Control: regular lessons | FG: successful for speed coordination (coordination not tested). Speed coordination (10 × 5-m Shuttle Run) aerobic fitness (20 m Shuttle Run), and muscular fitness (standing long jump, sit-ups, handgrip strength) | Inhibition (the Golden Stroop test), working memory (the Digit and Visual span backward), and cognitive flexibility (the Wisconsin card-sorting test) | Effect of time; no intervention effects Covariate: none considered |
Hillman et al., 2014, USA, [37] | n = 221, 7–9 years, 46.2% girls | After school program/RCT | Coordination: aerobically demanding PA and low organizational games to refine motor skills (HR ≈137 bpm); 9-month (150 days of the school year, each school day, 70 min) Control: a wait-list group | FG: unclear (coordination not tested) aerobic fitness (computerized indirect Calorimetry, VO2max) | Inhibition (modified Flanker task) and cognitive flexibility (color–shape switch task) | Effect of time; effect of intervention Covariate: PA attendance related to specific EF |
Koutsandreou et al., 2016, Germany, [43] | n = 71, 9–10 years, 54.9% girls | After school/ RCT | Coordination: motor-demanding exercise (team games); HR ≈125 bpm Endurance: cardiovascular exercise (running without any high motor demand, HR ≈139 bpm); 10 weeks, 3 times/week for 45 min Control: assisted homework session | FG: successful Motor fitness (Heidelberg Gross Motor Test) and cardiorespiratory endurance (20 m Shuttle Run Test) | Working memory (Letter Digit Span with mixed-digit order) | Effect of time; effect of intervention Covariate: HR not related |
Ludyga et al., 2019, Germany, [42] | n = 45, 9–10 years, 44.4% girls | After school/ RCT | Endurance: aerobic training with running-based games (HR ≈140 bpm) Coordination: fine and gross motor body training (HR ≈124 bpm); 10 weeks, 3 times/week for 45 min Control: assisted homework sessions to prevent attention bias | FG: only successful for aerobic fitness. Motor fitness (total score of the Heidelberg Gross Motor Test) and aerobic fitness (stages on the 20 m Shuttle Run) | Inhibitory control (Flanker task) | Effect of time; no intervention effects Covariate: none considered |
Pedro Ángel et al., 2021, Spain, [39] | n = 114, 8–12 years, 47.3% girls | School/RCT | Coordination: PA with cognitive engagement (team games, moderate to vigorous intensity and recovery periods: Borg scale 6–10); 10 weeks, 3 times a week for each 30 min) Control: regular lessons | FG: successful for dribbling and aerobic fitness (20 m Shuttle Run test, number of stages and estimated VO2max), lower body strength (standing long jump), sprint, handgrip strength, motor skills (dribbling performance) | Cognitive flexibility (Trail-Making Test, paper-based) | Effect of time; effect of intervention Covariate: ∆VO2max related positive |
Schmidt et al., 2015, Switzerland, [32] | n = 181, 10–12 years, 54.7% girls | School/ a class-based cluster-RCT | Coordination: high cognitive engagement (team games) Endurance: aerobic exercise (low cognitive engagement); 6 weeks, 2 PE per week, 45 min each Control: low physical exertion and low cognitive engagement | FG: successful for VO2max aerobic fitness (20 m Shuttle Run test, stages and estimated VO2max) | Updating (n-back task), inhibition (Flanker task), shifting (“mixed” block included in the Flanker task) | Effect of time; effect of intervention Covariate: baseline VO2max not related |
van den Berg et al., 2019, The Netherlands, [40] | n = 512, 9–12 years, 46.5% girls | School/a class-based cluster RCT stratified by grade | Endurance: daily exercise breaks with dance movement during classroom time (moderate intensity, 60% of HRmax); 9 weeks of 10 min breaks per school day (45 exercise breaks) Control: 9 educational lessons, lasting 10–15 min, one for each week | FG: failed aerobic fitness (modified 18 m Shuttle Run test and estimated VO2max) | Inhibition (Stroop Color–Word task) and interference control (Attention Network Task) | Effect of time; no intervention effect Covariate: none considered |
Studies | Period | Frequency | Duration | PA Sessions | Experimental Manipulation | Attendance (A), Manipulation Check (MC) | Fitness Gain Differences | Executive Gain Differences |
---|---|---|---|---|---|---|---|---|
Crova, et al., 2014, [44] | 21 weeks | 2 times/wk | 60 min | Coordination | Learning novel skills | A: na, MC: HR 150 bpm, specialized skills ↑ | VO2max Ø | Memory Ø, Inhibition ↑ only in overweight |
de Greeff, et al., 2016, [45] | 44 weeks | 3 times/wk | 20–30 min | Endurance | MVPA | A: 88.6%, MC: 14 min of MVPA | Score SH Ø, Speed ↑ | 3 core EF Ø |
Hillman, et al., 2014, [37] | 9 months | 5 times/wk | 70 min | Coordination | MVPA, refine motor skills | A: 80.6%, MC: HR 137 bpm, ≈4246 steps | 5.6%↑ of VO2max | Inhibition↑ Cognitive flexibility ↑ |
Koutsandreou, et al., 2016, [43] | 10 weeks | 3 times/wk | 45 min | Coordination Endurance | Constantly challenging MVPA | A: ≈94%, MC: HR 125 bpm A: ≈94%, MC: HR 139 bpm | MF↑ Score SH↑ | Working memory ↑↑ Working memory ↑ |
Ludyga, et al., 2019, [42] | 10 weeks | 3 times/wk | 45 min | Coordination Endurance | Unclear complexity MVPA | A: ≈27 sessions, MC:HR 124 bpm A: ≈28 sessions, MC:HR 140 bpm | MF Ø Score SH↑ | Inhibition Ø Inhibition Ø |
Pedro, et al., 2021, [39] | 10 weeks | 3 times/wk | 30 min | Coordination | Borg scale 6–10 points | A: ≈96%, MC: Borg scale ≈6.9 points | Dribbling↑ | Cognitive flexibility ↑ |
Schmidt, et al., 2015, [32] | 6 weeks | 2 times/wk | 45 min | Coordination Endurance | Mental control, MVPA MVPA | A: ≈11 lessons, MC: HR 148 bpm, mental rate ↑ A: ≈12 lessons, MC: HR 150 bpm, mental rate ↓ | 4.69%↑ of VO2max 3.79%↑ of VO2max | Shifting ↑ 3 core EF Ø |
van der Berg, et al., 2019, [40] | 9 weeks | 5 times/wk | 10 min | Endurance | MVPA | A: ≈89%, MC: 2.9 min MVPA | VO2max Ø | Inhibition Ø |
Cochrane Collaborations | Random Sequence Generation | Allocation Concealment | Performance Bias/Blinding of Participants | Blinding of Outcome Assessment | Attrition Bias Incomplete Outcome Data | Reporting Bias Selective Reporting | Other Bias |
---|---|---|---|---|---|---|---|
Short-term | |||||||
Bedard, et al., 2021, [28] | Low risk | Low risk | Unclear risk | Unclear risk | Low risk | Low risk | Low risk |
Chen, et al., 2014, [38] | Unclear risk | Low risk | High risk | High risk | Unclear risk | Low risk | High risk |
Drolette, et al., 2012, [35] | Unclear risk | Low risk | Unclear risk | Unclear risk | Low risk | Low risk | Unclear risk |
Egger, et al., 2018, [30] | Low risk | Unclear risk | Unclear risk | Low risk | Low risk | Low risk | Low risk |
Hillman, et al., 2009, [36] | High risk | Unclear risk | Unclear risk | Unclear risk | Low risk | Low risk | Unclear risk |
Howie, et al., 2015, [33] | Unclear risk | Unclear risk | Unclear risk | Unclear risk | Low risk | Low risk | Unclear risk |
Jäger, et al., 2014, [31] | High risk | Unclear risk | Unclear risk | Low risk | Low risk | Low risk | Low risk |
Morris, et al., 2019, [29] | Low risk | Low risk | High risk | High risk | Low risk | Low risk | Unclear risk |
Vazou, et al., 2014, [34] | High risk | Unclear risk | Unclear risk | Unclear risk | Low risk | Low risk | Unclear risk |
Long-term | |||||||
Crova, et al., 2014, [44] | Uclear risk | Low risk | Unclear risk | Unclear risk | High risk | Low risk | Low risk |
de Greeff, et al., 2016, [45] | Low risk | Low risk | High risk | Low risk | Low risk | Low risk | Low risk |
Hillman, et al., 2014, [37] | Low risk | Low risk | Unclear risk | Unclear risk | Low risk | Low risk | Low risk |
Koutsandreou, et al., 2016, [43] | Unclear risk | Unclear risk | High risk | Low risk | High risk | Low risk | Low risk |
Ludyga, et al., 2019, [42] | Low risk | Unclear risk | High risk | Low risk | High risk | Low risk | Low risk |
Pedro, et al., 2021, [39] | Low risk | Low risk | Unclear risk | Unclear riskk | Low risk | Low risk | Low risk |
Schmidt, et al., 2015, [32] | Unclear risk | Unclear risk | Low risk | Low risk | Low risk | Low risk | Low risk |
van der Berg, et al., 2019, [46] | Low risk | Low risk | Low risk | Low risk | Low risk | Low risk | Low risk |
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Drozdowska, A.; Jendrusch, G.; Platen, P.; Lücke, T.; Kersting, M.; Sinningen, K. Dose-Related Effects of Endurance, Strength and Coordination Training on Executive Functions in School-Aged Children: A Systematic Review. Children 2022, 9, 1651. https://doi.org/10.3390/children9111651
Drozdowska A, Jendrusch G, Platen P, Lücke T, Kersting M, Sinningen K. Dose-Related Effects of Endurance, Strength and Coordination Training on Executive Functions in School-Aged Children: A Systematic Review. Children. 2022; 9(11):1651. https://doi.org/10.3390/children9111651
Chicago/Turabian StyleDrozdowska, Alina, Gernot Jendrusch, Petra Platen, Thomas Lücke, Mathilde Kersting, and Kathrin Sinningen. 2022. "Dose-Related Effects of Endurance, Strength and Coordination Training on Executive Functions in School-Aged Children: A Systematic Review" Children 9, no. 11: 1651. https://doi.org/10.3390/children9111651
APA StyleDrozdowska, A., Jendrusch, G., Platen, P., Lücke, T., Kersting, M., & Sinningen, K. (2022). Dose-Related Effects of Endurance, Strength and Coordination Training on Executive Functions in School-Aged Children: A Systematic Review. Children, 9(11), 1651. https://doi.org/10.3390/children9111651