Physical Activity-Based Methodologies as a Physical Education Resource for Inhibitory Control: A Systematic Review with Meta-Analysis
Abstract
1. Introduction
2. Materials and Methods
2.1. Research Methodology
2.2. Eligibility Criteria
2.3. Literature Review
2.4. Assessment of Risk of Bias
2.5. Assessment of Heterogeneity
2.6. Data Analysis and Calculation of the Effect Size
2.7. Analysis of the Certainty of the Evidence
3. Results
3.1. Analysis of the Level of Bias
3.2. Level of Certainty
3.3. Analysis of the Studies
3.4. Overall Effect Size
3.5. Meta-Regression Analysis
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Bai, J., Huang, H., & Ouyang, H. (2022). Effects of group-play moderate to vigorous intensity physical activity intervention on executive function and motor skills in 4- to 5-year-old preschoolers: A pilot cluster randomized controlled trial. Frontiers in Psychology, 13, 847785. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Barboza, L. L. S., Schmitz, H., Tejada, J., Silva, E. C. M., Oliveira, A. S. S., B Sardinha, L., & Silva, D. R. (2021). Effects of physically active lessons on movement behaviors, cognitive, and academic performance in elementary schoolchildren: ERGUER/Aracaju project. Journal of Physical Activity & Health, 18(7), 757–766. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Booth, J. N., Chesham, R. A., Brooks, N. E., Gorely, T., & Moran, C. N. (2020). A citizen science study of short physical activity breaks at school: Improvements in cognition and wellbeing with self-paced activity. BMC Medicine, 18(1), 62. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Borenstein, M., Hedges, L. V., Higgins, J. P., & Rothstein, H. R. (2021). Introduction to meta-analysis. John Wiley & Sons. [Google Scholar]
- Cervera-Ramírez, A., Villodres, G. C., Salvador-Pérez, F., & Muros, J. J. (2026). El impacto de la actividad física escolar sobre el rendimiento académico en estudiantes de educación primaria: Una revisión de alcance. Journal of Sport and Health Research, 18(2), 291–322. [Google Scholar] [CrossRef] [Scilit]
- Cohen, J. (1998). A power primer. Psychological Bulletin, 112(1), 155–159. [Google Scholar] [CrossRef] [PubMed]
- Contardo-Ayala, A. M., Parker, K., Mazzoli, E., Lander, N., Ridgers, N. D., Timperio, A., Lubans, D. R., Abbott, G., Koorts, H., & Salmon, J. (2024). Effectiveness of intervention strategies to increase adolescents’ physical activity and reduce sedentary time in secondary school settings, including factors related to implementation: A systematic review and meta-analysis. Sports Medicine, 10(1), 25. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Cook, R. D. (1977). Detection of influential observation in linear regression. Technometrics: A Journal of Statistics for the Physical, Chemical, and Engineering Sciences, 19(1), 15–18. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Cuijpers, P., Weitz, E., Cristea, I. A., & Twisk, J. (2017). Pre-post effect sizes should be avoided in meta-analyses. Epidemiology and Psychiatric Sciences, 26(4), 364–368. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Darling-Hammond, L., Schachner, A. C. W., Wojcikiewicz, S. K., & Flook, L. (2024). Educating teachers to enact the science of learning and development. Applied Developmental Science, 28, 1–21. [Google Scholar] [CrossRef] [Scilit]
- Davidson, M. C., Amso, D., Anderson, L. C., & Diamond, A. (2006). Development of cognitive control and executive functions from 4 to 13 years: Evidence from manipulations of memory, inhibition, and task switching. Neuropsychologia, 44(11), 2037–2078. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- de Greeff, J. W., Hartman, E., Mullender-Wijnsma, M. J., Bosker, R. J., Doolaard, S., & Visscher, C. (2016). Long-term effects of physically active academic lessons on physical fitness and executive functions in primary school children. Health Education Research, 31(2), 185–194. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Egan, C. A., Webster, C. A., Beets, M. W., Weaver, R. G., Russ, L., Michael, D., Nesbitt, D., & Orendorff, K. L. (2019). Sedentary time and behavior during school: A systematic review and meta-analysis. American Journal of Health Education, 50(5), 283–290. [Google Scholar] [CrossRef] [Scilit]
- Egger, F., Benzing, V., Conzelmann, A., & Schmidt, M. (2019). Boost your brain, while having a break! The effects of long-term cognitively engaging physical activity breaks on children’s executive functions and academic achievement. PLoS ONE, 14(3), e0212482. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Egger, F., Conzelmann, A., & Schmidt, M. (2018). The effect of acute cognitively engaging physical activity breaks on children’s executive functions: Too much of a good thing? Psychology of Sport and Exercise, 36, 178–186. [Google Scholar] [CrossRef] [Scilit]
- Egger, M., Davey Smith, G., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. BMJ (Clinical Research Ed.), 315(7109), 629–634. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ferguson, H. J., Brunsdon, V. E. A., & Bradford, E. E. F. (2021). The developmental trajectories of executive function from adolescence to old age. Scientific Reports, 11(1), 1382. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Fernández-Ortega, J., & Fernández-Revelles, A. B. (2026). HIIT and cognitive performance in children and teenagers: A systematic review. ESHPA—Education, Sport, Health and Physical Activity, 10(1), 25–43. [Google Scholar] [CrossRef]
- González-Pérez, M., Sánchez-Oliva, D., Martín-Acosta, F., Ruiz-Hermosa, A., Camiletti-Moirón, D., & Grao-Cruces, A. (2025). A mixed-methods approach of the effect of physically active learning on time-on-task in the secondary education class: The ACTIVE CLASS study. Learning and Instruction, 97(102091), 102091. [Google Scholar] [CrossRef] [Scilit]
- Graham, J. D., Bremer, E., Fenesi, B., & Cairney, J. (2021). Examining the acute effects of classroom-based physical activity breaks on executive functioning in 11- to 14-year-old children: Single and additive moderation effects of physical fitness. Frontiers in Pediatrics, 9, 688251. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Harrer, M., Cuijpers, P., Furukawa, T. A., & Ebert, D. D. (2021). Doing meta-analysis with R: A hands-on guide (1st ed.). Chapman & Hall/CRC Press. [Google Scholar]
- Jäger, K., Schmidt, M., Conzelmann, A., & Roebers, C. M. (2015). The effects of qualitatively different acute physical activity interventions in real-world settings on executive functions in preadolescent children. Mental Health and Physical Activity, 9, 1–9. [Google Scholar] [CrossRef] [Scilit]
- Konijnenberg, C., & Fredriksen, P. M. (2018). The effects of a school-based physical activity intervention programme on children’s executive control: The health oriented pedagogical project (HOPP). Scandinavian Journal of Public Health, 46, 82–91. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Layne, T., Yli-Piipari, S., & Knox, T. (2021). Physical activity break program to improve elementary students’ executive function and mathematics performance. Education 3-13, 49(5), 583–591. [Google Scholar] [CrossRef] [Scilit]
- Luna-Pérez, C. (2026). Contributions of motor play to the development of executive functions in early childhood: A systematic review. ESHPA—Education, Sport, Health and Physical Activity, 10(1), 1–24. [Google Scholar] [CrossRef]
- Luna-Villouta, P. F., Matus-Castillo, C., Alarcón-Rivera, M., Hernández-Mosqueira, C., Flores-Rivera, C., Faúndez- Casanova, C., Castillo-Retamal, M., & Vargas-Vitoria, R. (2025). Coordinación Motora, Calidad de vida percibida e Índice de Masa Corporal en escolares con y sin participación en deportes extraescolares. Journal of Sport and Health Research, 17(1), 122–138. [Google Scholar] [CrossRef] [Scilit]
- Macrine, S. L., & Fugate, J. M. B. (Eds.). (2022). Movement matters: How embodied cognition informs teaching and learning. The MIT Press. [Google Scholar]
- Magistro, D., Cooper, S. B., Carlevaro, F., Marchetti, I., Magno, F., Bardaglio, G., & Musella, G. (2022). Two years of physically active mathematics lessons enhance cognitive function and gross motor skills in primary school children. Psychology of Sport and Exercise, 63, 102254. [Google Scholar] [CrossRef] [Scilit]
- Mavilidi, M. F., Lubans, D. R., Eather, N., Morgan, P. J., & Riley, N. (2018). Preliminary efficacy and feasibility of the “thinking while moving in English”: A program with integrated physical activity into the primary school English lessons. Children, 5(8), 109. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Mavilidi, M. F., Lubans, D. R., Miller, A., Eather, N., Morgan, P. J., Lonsdale, C., Noetel, M., Karayanidis, F., Shaw, K., & Riley, N. (2020). Impact of the “thinking while moving in English” intervention on primary school children’s academic outcomes and physical activity: A cluster randomised controlled trial. International Journal of Educational Research, 102(101592), 101592. [Google Scholar] [CrossRef] [Scilit]
- Mavilidi, M. F., & Vazou, S. (2021). Classroom-based physical activity and math performance: Integrated physical activity or not? Acta Paediatrica, 110(7), 2149–2156. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Mazzoli, E., Salmon, J., Teo, W.-P., Pesce, C., He, J., Ben-Soussan, T. D., & Barnett, L. M. (2021). Breaking up classroom sitting time with cognitively engaging physical activity: Behavioural and brain responses. PLoS ONE, 16(7), e0253733. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Melguizo-Ibáñez, E., Puertas-Molero, P., González Valero, G., & Alonso-Vargas, J. M. (2024). Analysis of the effect of active breaks on executive function in educational settings. A systematic review and meta-analysis. Quest, 77(2), 175–196. [Google Scholar] [CrossRef] [Scilit]
- Melguizo-Ibáñez, E., Zurita-Ortega, F., Tadeu, P., Ubago-Jiménez, J. L., & Vargas, J. M. A. (2026). Classroom active breaks as a physical-educational intervention for executive functions and mathematical outcomes: A systematic review with meta-analysis. Educational Psychology Review, 38(1), 43. [Google Scholar] [CrossRef] [Scilit]
- Muñoz-Parreño, J. A., Belando-Pedreño, N., Manzano-Sánchez, D., & Valero-Valenzuela, A. (2021). The effect of an active breaks program on primary school students’ executive functions and emotional intelligence. Psicothema, 33(3), 466–472. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Oliveira, D. N., Silva, E. C. M., Barboza, L. L. S., Thuany, M., Araújo, R. H. O., Silva, R. J. S., Gomes, T. N., Schmitz, H., Tejada, J., & Silva, D. R. (2023). Effects of two years of physically active lessons on cognitive indicators in children. Scientific Reports, 13(1), 8774. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., & Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 71, 372. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Riva, J. J., Malik, K. M. P., Burnie, S. J., Endicott, A. R., & Busse, J. W. (2012). What is your research question? An introduction to the PICOT format for clinicians. The Journal of the Canadian Chiropractic Association, 56(3), 167–171. [Google Scholar] [PubMed]
- Saracho, O. N. (2023). Theories of child development and their impact on early childhood education and care. Early Childhood Education Journal, 51(1), 15–30. [Google Scholar] [CrossRef] [Scilit]
- Schmidt, M., Mavilidi, M. F., Singh, A., & Englert, C. (2020). Combining physical and cognitive training to improve kindergarten children’s executive functions: A cluster randomized controlled trial. Contemporary Educational Psychology, 63(101908), 101908. [Google Scholar] [CrossRef] [Scilit]
- Schünemann, H. J., Oxman, A. D., Brozek, J., Glasziou, P., Jaeschke, R., Vist, G. E., Williams, J. W., Jr., Kunz, R., Craig, J., Montori, V. M., Bossuyt, P., Guyatt, G. H., & GRADE Working Group. (2008). Grading quality of evidence and strength of recommendations for diagnostic tests and strategies. BMJ, 336, 1106–1110. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Sterne, J. A. C., Hernán, M. A., Reeves, B. C., Savović, J., Berkman, N. D., Viswanathan, M., Henry, D., Altman, D. G., Ansari, M. T., Boutron, I., Carpenter, J. R., Chan, A.-W., Churchill, R., Deeks, J. J., Hróbjartsson, A., Kirkham, J., Jüni, P., Loke, Y. K., Pigott, T. D., … Higgins, J. P. (2016). ROBINS-I: A tool for assessing risk of bias in non-randomised studies of interventions. BMJ (Clinical Research Ed.), 355, i4919. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Sterne, J. A. C., Savović, J., Page, M. J., Elbers, R. G., Blencowe, N. S., Boutron, I., Cates, C. J., Cheng, H.-Y., Corbett, M. S., Eldridge, S. M., Emberson, J. R., Hernán, M. A., Hopewell, S., Hróbjartsson, A., Junqueira, D. R., Jüni, P., Kirkham, J. J., Lasserson, T., Li, T., … Higgins, J. P. T. (2019). RoB 2: A revised tool for assessing risk of bias in randomised trials. BMJ (Clinical Research Ed.), 366, l4898. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Tarp, J., Domazet, S. L., Froberg, K., Hillman, C. H., Andersen, L. B., & Bugge, A. (2016). Effectiveness of a school-based physical activity intervention on cognitive performance in danish adolescents: LCoMotion-learning, cognition and motion—A cluster randomized controlled trial. PLoS ONE, 11(6), e0158087. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Theodoraki, T. E., McGeown, S. P., Rhodes, S. M., & MacPherson, S. E. (2020). Developmental changes in executive functions during adolescence: A study of inhibition, shifting, and working memory. The British Journal of Developmental Psychology, 38(1), 74–89. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- van den Berg, V., Singh, A. S., Komen, A., Hazelebach, C., van Hilvoorde, I., & Chinapaw, M. J. M. (2019). Integrating juggling with math lessons: A randomized controlled trial assessing effects of physically active learning on maths performance and enjoyment in primary school children. International Journal of Environmental Research and Public Health, 16(14), 2452. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Vazou, S., & Mavilidi, M. F. (2021). Cognitively engaging physical activity for targeting motor, cognitive, social, and emotional skills in the preschool classroom: The Move for Thought preK-K program. Frontiers in Psychology, 12, 729272. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Viechtbauer, W., & Cheung, M. W.-L. (2010). Outlier and influence diagnostics for meta-analysis. Research Synthesis Methods, 1(2), 112–125. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhang, Z., Yu, Q., Chen, Y., Zou, L., Ludyga, S., Mavilidi, M., Lubans, D., Li, J., Hillman, C. H., Wang, J., Zhou, L., Cai, Z., Heath, M., Jiang, R.-H., Herold, F., & Paas, F. (2025). A dual-process framework for understanding how physical activity enhances academic performance through domain-general and domain-specific executive functions. Educational Psychology Review, 37(3), 68. [Google Scholar] [CrossRef] [Scilit]
- Zou, L., Zhang, Z., Mavilidi, M., Chen, Y., Herold, F., Ouwehand, K., & Paas, F. (2025). The synergy of embodied cognition and cognitive load theory for optimized learning. Nature Human Behaviour, 9(5), 877–885. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zurita-Ortega, F., González-Valero, G., Ubago-Jiménez, J. L., & Melguizo-Ibáñez, E. (2025). Análisis de las propuestas educativas basadas en ejercicios con demandas cognitivas y descansos activos para la mejora de las funciones ejecutivas. Una revisión sistemática y meta-análisis. Revista de Psicodidáctica, 30, 500163. [Google Scholar] [CrossRef] [Scilit]



| Inclusion Criteria | |
|---|---|
| Population | Pupils in nursery and primary education aged between 4 and 14. |
| Healthy students with no cognitive impairments. | |
| Intervention | Lessons that incorporate physically active methodologies into the classroom (physically active lessons and active breaks) and that examine inhibitory control. |
| Studies conducted in formal educational settings | |
| Comparison | Groups that do not use physically active methods or that conduct sedentary classes. |
| Outcome | Measurement of inhibitory control using standardised tests or validated instruments. |
| Time | Studies involving interventions lasting at least three weeks, including assessments at the end of the programme |
| Other criteria | The following statistical data are available for both the control and experimental groups: mean values, standard deviations and the number of participants in both groups. |
| Studies with a randomised controlled trial or controlled trial design. | |
| Availability of pre-test and post-test data. | |
| Peer-reviewed scientific articles | |
| Research papers written in Spanish, English and Portuguese |
| Database | Search Structure |
|---|---|
| Web of Science | TS = (“physically active” OR “active learning” OR “movement-based” OR “active break*” OR “classroom-based physical activity” OR “physically active classroom*”) AND TS = (“executive function*” OR inhibition OR “inhibitory control” OR “cognitive control” OR attention OR “self-regulation”) AND TS = (child* OR school* OR “primary education” OR “elementary education” OR preschool* OR “early childhood education”) |
| Scopus | TITLE-ABS-KEY (“physically active” OR “active learning” OR “movement-based” OR “active break*” OR “classroom-based physical activity” OR “physically active classroom*”) AND TITLE-ABS-KEY (“executive function*” OR inhibition OR “inhibitory control” OR “cognitive control” OR attention OR “self-regulation”) AND TITLE-ABS-KEY (child* OR school* OR “primary education” OR “elementary education” OR preschool* OR “early childhood education”) |
| ERIC and PsycINFO (EBSCO) | (TX(“physically active”) OR TX(“active learning”) OR TX(“movement-based”) OR TX(“active break*”) OR TX(“classroom-based physical activity”) OR TX(“physically active classroom*”)) AND (TX(“executive function*”) OR TX(inhibition) OR TX(“inhibitory control”) OR TX(“cognitive control”) OR TX(attention) OR TX(“self-regulation”)) AND (TX(child*) OR TX(school*) OR TX(“primary education”) OR TX(“elementary education”) OR TX(preschool*) OR TX(“early childhood education”)) |
| Study | Confounding | Selection of Participants | Classification of Interventions | Deviations from Intended Interventions | Missing Data | Measurement of Outcomes | Selection of Reported Results | Overall Risk |
|---|---|---|---|---|---|---|---|---|
| Barboza et al. (2021) | Possible teacher and classroom effects not controlled (Moderate) | Unclear random allocation procedure (Moderate) | Intervention clearly defined and described (Low) | Implementation may vary across teachers (Moderate) | Low attrition and adequately reported (Low) | No blinding: Cognitive test may be influenced (Moderate) | No pre-registered protocol reported (Moderate) | Moderate |
| Muñoz-Parreño et al. (2021) | Educational context and motivational factor not controlled (Serious) | Allocation process not fully randomised (Moderate) | Active breaks programme well described (Low) | Intervention fidelity dependent on teacher (Moderate) | Low dropout and well managed (Low) | No blinding: Cognitive test may be influenced (Moderate) | No protocol registration reported (Moderate) | Serious |
| Oliveira et al. (2023) | Long-term intervention with maturation and contextual confounders (Serious) | Controlled but fully randomised design (Moderate) | Physically active lessons clearly described (Low) | Long duration increases variability in implementation (Moderate) | Attrition adequately controlled (Low) | Outcome assessors likely not blinded (Moderate) | Relatively complete reporting but no clear pre-registration (Moderate) | Serious |
| Study | Randomization Process | Deviations from Intended Interventions | Missing Outcome Data | Measurement of the Outcome | Selection of the Reported Results | Overall Risk |
|---|---|---|---|---|---|---|
| Bai et al. (2022) | Allocation concealment not reported despite adequate cluster randomization (Some concerns) | Participants and teachers aware of intervention; no blinding possible (High) | Low attrition and appropriate handling of missing data (Low) | No information on blinding of outcome assessors (Some concerns) | Lack of protocol pre-registration (Some concerns) | High |
| Booth et al. (2020) | Randomization procedure not clearly described (Some concerns) | Visible intervention and high variability in implementation fidelity (High) | Insufficient reporting of attrition and missing data (Some concerns) | Non-blinded cognitive assessments (Some concerns) | Lack of protocol pre-registration (Some concerns) | High |
| de Greeff et al. (2016) | Cluster randomization described but allocation concealment not reported (Some concerns) | Intervention visible to participants and teachers (High) | Low attrition and well-managed data (Low) | No information on assessor blinding (Some concerns) | Absence of protocol information (Some concerns) | High |
| Konijnenberg and Fredriksen (2018) | Randomization described but no allocation concealment information (Some concerns) | Participants aware of intervention (High) | Minimal attrition (Low) | No blinding of assessors (Some concerns) | Incomplete reporting of outcomes (Some concerns) | High |
| Layne et al. (2021) | Unclear assignment process (Some concerns) | Open-label design; Contextual influences likely (High) | Incomplete reporting of attrition (Some concerns) | No blinding of assessors (Some concerns) | Incomplete reporting of outcomes (Some concerns) | High |
| Magistro et al. (2022) | Unclear assignment process (Some concerns) | Visible intervention; No blinding (High) | Minimal attrition (Low) | Lack of assessor blinding (Some concerns) | No protocol registration (Some concerns) | High |
| Mavilidi et al. (2018) | Unclear assignment process (Some concerns) | Visible intervention; No blinding (High) | Minimal attrition (Low) | Open-label outcome measurement (Some concerns) | No protocol registration (Some concerns) | High |
| Mavilidi et al. (2020) | Cluster randomization clearly described and appropriate (Low) | Participants aware of intervention (High) | Minimal attrition (Low) | Open-label outcome measurement (Some concerns) | Results reported according to protocol (Low) | High |
| Schmidt et al. (2020) | Cluster randomization clearly described and appropriate (Low) | Participants aware of intervention (High) | Minimal attrition (Low) | No blinding of assessors (Some concerns) | Outcomes consistently reported (Low) | High |
| Tarp et al. (2016) | Randomization clearly described (Low) | Visible intervention; No blinding (High) | Low levels of missing data (Low) | No blinding of assessors (Some concerns) | Outcomes consistently reported (Low) | High |
| van den Berg et al. (2019) | Randomization clearly described (Low) | Participants aware of intervention (High) | Low levels of missing data (Low) | No blinding of assessors (Some concerns) | Secondary outcomes not fully reported (Some concerns) | High |
| Mavilidi and Vazou (2021) | Randomization insufficiently detailed (Some concerns) | Visible intervention; No blinding (High) | Minimal attrition (Low) | No blinding of assessors (Some concerns) | Unclear selective reporting (Some concerns) | High |
| Result | Number of Studies | Design | Risk of Bias | Inconsistency | Circumstantial Evidence | Imprecision | Publication Bias | Effect Size [95% CI] | Overall Quality (GRADE) | Interpretation |
|---|---|---|---|---|---|---|---|---|---|---|
| Inhibitory control | 16 | RCTs and controlled trials | Serious (no blinding, open-label) | Very serious (I2 = 82.0%) | Not serious | Serious | Probable (funnel plot asymmetry) | g = 0.252 [0.114; 0.39] | Very low | A small but highly uncertain positive effect |
| Physical activity classes | 9 | RCTs and controlled trials | Serious | Very serious (I2 = 77.0%) | Not serious | Serious | Probable | g = 0.37 [0.16; 0.58] | Very low | More effective than active breaks, but low confidence |
| Active breaks | 7 | RCTs and controlled trials | Serious | Very serious (I2 = 56.0%)) | Not serious | Serious | Probable | g = 0.18 [0.00; 0.36] | Very low | Minor and inconsistent effect |
| Authors (Year) | Design | Duration | Educational Stage | Participants | Methodology | Instruments | Effect Size [95% CI] | Conclusions |
|---|---|---|---|---|---|---|---|---|
| de Greeff et al. (2016) | Randomised controlled trial | 22 weeks with 3–4 sessions of 25 min | Primary Education | 499 (8.1 ± 0.7) | Physical activity class | Golden Stroop test | −0.03 [−0.21; 0.14] | No significant improvement in inhibitory control was observed. |
| Tarp et al. (2016) | Randomised controlled trial | 20 weeks, with 5 sessions of 45 min each | Primary Education | 632 (12.8 ± 0.6) | Active break | Eriksen Flanker test | 0.04 [−0.13; 0.21] | No significant improvement in inhibitory control was observed. |
| Konijnenberg and Fredriksen (2018) | Randomised controlled trial | 9 months with 5 daily sessions of 15 min | Primary Education | 1173 (6–12 years) | Physical activity class | Eriksen Flanker test | 0.46 [0.34; 0.59] | Significant improvement in inhibitory control was observed. |
| Mavilidi et al. (2018) | Randomised controlled trial | 6 weeks, with 2 sessions per week, each lasting 15 min | Primary Education | 55 (10.26 ± 0.35) | Physical activity class | Eriksen Flanker test | 0.00 [−0.52; 0.53] | No significant improvement in inhibitory control was observed |
| F. Egger et al. (2019) | Randomised controlled trial | 12 weeks with 3 weekly sessions of 15 min | Primary Education | 142 (7.91 ± 0.40) | Active break | Eriksen Flanker test | 0.06 [−0.34; 0.47] | No significant improvement in inhibitory control was observed |
| van den Berg et al. (2019) | Randomised controlled trial | 5 weeks, with 3 sessions of 25 min each week | Primary Education | 512 (9–12 years) | Active break | Stroop Task | 0.14 [−0.03; 0.31] | No significant improvement in inhibitory control was observed |
| Booth et al. (2020) | Randomised controlled trial | 6 weeks with a daily 10 min session | Primary Education | 5463 (10.2 ± 0.7) | Active break | Signal stop task | 0.01 [−0.05; 0.06] | No significant improvement in inhibitory control was observed |
| Layne et al. (2021) | Randomised controlled trial | 8 weeks with 3 weekly 10 min sessions | Primary Education | 40 (8–9 years) | Active break | Go/No-Go test | 0.03 [−0.59; 0.65] | No significant improvement in inhibitory control was observed |
| Mavilidi et al. (2020) | Randomised controlled trial | 6 weeks with 3 weekly sessions of 15 min | Primary Education | 87 (9.11 ± 0.62) | Active break | Stroop Task | 0.02 [−0.50; 0.53] | No significant improvement in inhibitory control was observed |
| Schmidt et al. (2020) | Randomised controlled trial | 8 weeks with 3 weekly sessions of 25 min | Early Childhood Education | 189 (5.34 ± 0.59) | Physical activity class | Stroop Task | 0.08 [−0.25; 0.42] | No significant improvement in inhibitory control was observed |
| Barboza et al. (2021) | Controlled trial | 9 months with 3 weekly sessions of 50 min | Primary Education | 61 (7.8 ± 0.6) | Physical activity class | Go/No-Go test | 0.53 [0.02; 1.05] | Significant improvement in inhibitory control was observed |
| Muñoz-Parreño et al. (2021) | Controlled trial | 12 weeks with 3 weekly 10 min sessions | Primary Education | 166 (10.9 ± 0.7) | Active break | NIH-EXAMINER Battery | 0.57 [0.26; 0.88] | Significant improvement in inhibitory control was observed |
| Mavilidi and Vazou (2021) | Randomised controlled trial | 12 weeks with 3 weekly sessions of 15 min | Early Childhood Education | 273 (4.22 ± 0.61) | Physical activity class | Go/No-Go test | 0.34 [0.10; 0.59] | Significant improvement in inhibitory control was observed |
| Bai et al. (2022) | Randomised controlled trial | 12 weeks with 3 weekly 40 min sessions | Early Childhood Education | 92 (4.44 ± 0.46) | Physical activity class | Silly Sound Stroop Task | 0.96 [0.43; 1.48] | Significant improvement in inhibitory control was observed |
| Magistro et al. (2022) | Randomised controlled trial | 24 months, with two 60 min sessions per week | Primary Education | 82 (6.63 ± 0.28) | Physical activity class | Go/No-Go test | 0.74 [0.29; 1.19] | Significant improvement in inhibitory control was observed |
| Oliveira et al. (2023) | Controlled trial | 24 months with two 60 min sessions per week | Primary Education | 61 (7.8 ± 0.5) | Physical activity class | Computerised inhibitory response test | 0.53 [0.02; 1.05] | Significant improvement in inhibitory control was observed |
| Predictor | Reference Category | β | SE | 95% CI | df | Z | p | |
|---|---|---|---|---|---|---|---|---|
| Lower | Upper | |||||||
| Physical Active Classroom | Active Breaks | 0.228 | 0.125 | −0.017 | 0.472 | 1 | 1.83 | 0.068 |
| Duration (Number of Sessions) | - | 0.0017 | 0.0007 | 0.0004 | 0.0031 | 15 | 2.57 | 0.010 |
| Duration (Minutes) | - | 0.0073 | 0.0046 | −0.0017 | 0.0163 | 15 | 1.59 | 0.111 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Melguizo-Ibáñez, E.; Puertas-Molero, P.; González-Valero, G.; Alonso-Vargas, J.M. Physical Activity-Based Methodologies as a Physical Education Resource for Inhibitory Control: A Systematic Review with Meta-Analysis. J. Intell. 2026, 14, 130. https://doi.org/10.3390/jintelligence14070130
Melguizo-Ibáñez E, Puertas-Molero P, González-Valero G, Alonso-Vargas JM. Physical Activity-Based Methodologies as a Physical Education Resource for Inhibitory Control: A Systematic Review with Meta-Analysis. Journal of Intelligence. 2026; 14(7):130. https://doi.org/10.3390/jintelligence14070130
Chicago/Turabian StyleMelguizo-Ibáñez, Eduardo, Pilar Puertas-Molero, Gabriel González-Valero, and José Manuel Alonso-Vargas. 2026. "Physical Activity-Based Methodologies as a Physical Education Resource for Inhibitory Control: A Systematic Review with Meta-Analysis" Journal of Intelligence 14, no. 7: 130. https://doi.org/10.3390/jintelligence14070130
APA StyleMelguizo-Ibáñez, E., Puertas-Molero, P., González-Valero, G., & Alonso-Vargas, J. M. (2026). Physical Activity-Based Methodologies as a Physical Education Resource for Inhibitory Control: A Systematic Review with Meta-Analysis. Journal of Intelligence, 14(7), 130. https://doi.org/10.3390/jintelligence14070130

