Improvement of Executive Function Through Cognitively Challenging Physical Activity with Nonlinear Pedagogy In Elementary Schools
DOI:
https://doi.org/10.47197/retos.v51.101024Keywords:
physical activity, nonlinear pedagogy, situational interest, cognitive engagement, design fluencyAbstract
This study investigated the effects of cognitively challenging with nonlinear pedagogical games on the executive functions and situational interests of students in physical education. Participants were 145 fifth and sixth-grade students (74 boys, 71 girls) from four elementary schools. This acute investigation, which included a physical education session, utilized a quasi-experimental design with four groups, repeated measures, and cross-over. After the post-test, one fifth- and one sixth-grade class from each school was randomly assigned to Group 1 with cognitively challenging nonlinear pedagogy games, Group 2 with a session for teaching soccer skills, Group 3 with a session for teaching track and field skills, and Group 4 control group, all the group with cognitively challenging physical with activity nonlinear pedagogy games. Included were pre- and post-test measures of executive functioning and a post-test assessment of situational interest. Students in Group 1 who engaged in cognitively challenging physical activity with nonlinear pedagogy games increased their executive function scores (t(39) =−19.75, p < 0.001, d=1.82) more than students who participated in sessions with group 2 soccer (t(33) =−3.14, p=0.005), group 3 track and field skills (t(38) =−0.98, p=0.325) and those group 4 the control group (t(32) =−0.68, p=0.523). The positive effects on the executive functions of students were duplicated when the cognitively demanding physical activity with nonlinear pedagogy games session was administered to the control group on the waiting list Students who participated in the soccer skills session showed some improvements in their executive functions. Students who participated in cognitively challenging physical nonlinear games scored higher on novelty than those who participated in soccer or track and field. These findings confirm the efficacy of cognitively challenging physical activity using nonlinear games in stimulating the executive functions of students in physical education.
Key words: physical activity, nonlinear pedagogy, situational interest, cognitive engagement, design fluency
References
Alber, M., Buganza Tepole, A., Cannon, W. R., De, S., Dura-Bernal, S., Garikipati, K., Karniadakis, G., Lytton, W. W., Perdikaris, P., Petzold, L., & Kuhl, E. (2019). Integrating machine learning and multiscale modeling—perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences. Npj Digital Medicine, 2(1). https://doi.org/10.1038/s41746-019-0193-y
Atencio, M., Yi, C. J., Clara, T. W. K., & Miriam, L. C. Y. (2014). Using a complex and nonlinear pedagogical approach to design practical primary physical education lessons. European Physical Education Review, 20(2), 244–263. https://doi.org/10.1177/1356336X14524853
Azhyppo, O., Pavlenko, V., Mulyk, V., Mulyk, K., Karpets, L., Grynova, T., & Sannikova, M. (2018). Direction of teaching the subject of physical education by taking into account opportunities of institution of higher education and interests of student youth. Journal of Physical Education and Sport, 18(1), 222–229. https://doi.org/10.7752/jpes.2018.01029
Bailey, B. A., Andrzejewski, S. K., Greif, S. M., Svingos, A. M., & Heaton, S. C. (2018). The role of executive functioning and academic achievement in the academic self-concept of children and adolescents referred for neuropsychological assessment. Children, 5(7). https://doi.org/10.3390/children5070083
Baron, I. S. (2004). Delis-Kaplan Executive Function System. Child Neuropsychology, 10(2), 147–152. https://doi.org/10.1080/09297040490911140
Biddle, S. J. H., Ciaccioni, S., Thomas, G., & Vergeer, I. (2019). Physical activity and mental health in children and adolescents: An updated review of reviews and an analysis of causality. Psychology of Sport and Exercise, 42(August), 146–155. https://doi.org/10.1016/j.psychsport.2018.08.011
Boonk, L., Gijselaers, H. J. M., Ritzen, H., & Brand-Gruwel, S. (2018). A review of the relationship between parental involvement indicators and academic achievement. Educational Research Review, 24(February), 10–30. https://doi.org/10.1016/j.edurev.2018.02.001
Cabot, I., & Facchin, S. (2023). Élaboration et validation de l ’ Échelle de perception d ’ un centre d ’ aide en français du postsecondaire ( ÉPCAFP ) Élaboration et validation de l ’ Échelle de perception d ’ un centre d ’ aide en français du postsecondaire ( ÉPCAFP ) Isabelle Cabot Ré.
Cenizo-Benjumea, J. M., Vázquez-Ramos, F. J., Ferreras-Mencía, S., & Gálvez-González, J. (2022). Efecto de un programa gamificado de Educación física en la habilidad del salto Effect of a gamified physical education program on jumping ability. Retos, 46, 358–367. https://doi.org/10.47197/retos.v46.89749
Chow, J. Y., & Atencio, M. (2014). Complex and nonlinear pedagogy and the implications for physical education. Sport, Education and Society, 19(8), 1034–1054. https://doi.org/10.1080/13573322.2012.728528
Chow, J. Y., Davids, K., Button, C., Shuttleworth, R., Renshaw, I., & Araújo, D. (2007). The role of nonlinear pedagogy in physical education. Review of Educational Research, 77(3), 251–278. https://doi.org/10.3102/003465430305615
Crova, C., Struzzolino, I., Marchetti, R., Masci, I., Vannozzi, G., Forte, R., & Pesce, C. (2014). Cognitively challenging physical activity benefits executive function in overweight children. Journal of Sports Sciences, 32(3), 201–211. https://doi.org/10.1080/02640414.2013.828849
de Bruijn, A. G. M., Hartman, E., Kostons, D., Visscher, C., & Bosker, R. J. (2018). Exploring the relations among physical fitness, executive functioning, and low academic achievement. Journal of Experimental Child Psychology, 167, 204–221. https://doi.org/10.1016/j.jecp.2017.10.010
Del Val Martín, P., Kukurová, K., Ho, W., Blázquez Sánchez, D., & Sebastiani Obrador, E. M. (2023). La percepción de la Educación Física de calidad (EFC) desde la óptica de los profesionales en Ecuador (The perceptual understanding of quality Physical Education (QPE) from professional in Ecuador). Retos, 48, 16–23. https://doi.org/10.47197/retos.v48.96531
Diamond, A., & Ling, D. S. (2016). Conclusions about interventions, programs, and approaches for improving executive functions that appear justified and those that, despite much hype, do not. Developmental Cognitive Neuroscience, 18, 34–48. https://doi.org/10.1016/j.dcn.2015.11.005
Edwards, L. C., Bryant, A. S., Keegan, R. J., Morgan, K., & Jones, A. M. (2017). Definitions, Foundations and Associations of Physical Literacy: A Systematic Review. Sports Medicine, 47(1), 113–126. https://doi.org/10.1007/s40279-016-0560-7
Formenti, D., Trecroci, A., Duca, M., Cavaggioni, L., D’Angelo, F., Passi, A., Longo, S., & Alberti, G. (2021). Differences in inhibitory control and motor fitness in children practicing open and closed skill sports. Scientific Reports, 11(1), 1–9. https://doi.org/10.1038/s41598-021-82698-z
Friedman, N. P., & Robbins, T. W. (2022). The role of prefrontal cortex in cognitive control and executive function. Neuropsychopharmacology, 47(1), 72–89. https://doi.org/10.1038/s41386-021-01132-0
Gil Arias, A., Araújo, D., García González, L., Moreno Arroyo, M., & Villar Álvarez, F. (2014). Implications of instructional strategies in sport teaching: a nonlinear pedagogy-based approach. European Journal of Human Movement, 32(0), 104–124. https://doi.org/10.21134/eurjhm.2014.32.321
Gómez-Criado, C., & Valverde-Esteve, T. (2020). Nonlinear pedagogy and its application in a volleyball didactic unit: a practical approach (La pedagogía no lineal y su aplicación en una unidad didáctica de voleibol: un enfoque práctico). Retos, 2041(39), 805–810. https://doi.org/10.47197/retos.v0i39.78223
Gu, X., Chen, Y. L., Jackson, A. W., & Zhang, T. (2018). Impact of a pedometer-based goal-setting intervention on children’s motivation, motor competence, and physical activity in physical education. Physical Education and Sport Pedagogy, 23(1), 54–65. https://doi.org/10.1080/17408989.2017.1341475
Heled, E., Hoofien, D., Margalit, D., Natovich, R., & Agranov, E. (2012). The Delis-Kaplan Executive Function System sorting test as an evaluative tool for executive functions after severe traumatic brain injury: A comparative study. Journal of Clinical and Experimental Neuropsychology, 34(2), 151–159. https://doi.org/10.1080/13803395.2011.625351
Invernizzi, P. L., Crotti, M., Bosio, A., Cavaggioni, L., Alberti, G., & Scurati, R. (2019). Multi-teaching styles approach and active reflection: Effectiveness in improving fitness level, motor competence, enjoyment, amount of physical activity, and effects on the perception of physical education lessons in primary school children. Sustainability (Switzerland), 11(2). https://doi.org/10.3390/su11020405
Invernizzi, P. L., Rigon, M., Signorini, G., Colella, D., Trecroci, A., Formenti, D., & Scurati, R. (2022). Effects of Varied Practice Approach in Physical Education Teaching on Inhibitory Control and Reaction Time in Preadolescents. Sustainability (Switzerland), 14(11). https://doi.org/10.3390/su14116455
Kaloka, P. T., Nopembri, S., & Yudanto. (2023). Nonlinear learning pedagogy: Does it have an impact on physical education in elementary schools? Pedagogía del aprendizaje no lineal: ¿tiene impacto en la educación física en las escuelas primarias? Pasca Tri Kaloka, Soni Nopembri, Yudanto. 2041, 1078–1085.
Knöllner, A., Memmert, D., von Lehe, M., Jungilligens, J., & Scharfen, H. E. (2022). Specific relations of visual skills and executive functions in elite soccer players. Frontiers in Psychology, 13(August), 1–10. https://doi.org/10.3389/fpsyg.2022.960092
Kolovelonis, A., Papastergiou, M., Samara, E., & Goudas, M. (2023). Acute Effects of Exergaming on Students ’ Executive Functions and Situational Interest in Elementary Physical Education.
Kontostavlou, E. Z., & Drigas, A. (2022). Executive Functions Training and Giftedness. Retos, 2041(43), 1005–1014. https://doi.org/10.47197/RETOS.V43I0.90151
Laubmeier, A. N., Cazelles, B., Cuddington, K., Erickson, K. D., Fortin, M. J., Ogle, K., Wikle, C. K., Zhu, K., & Zipkin, E. F. (2020). Ecological Dynamics: Integrating Empirical, Statistical, and Analytical Methods. Trends in Ecology and Evolution, 35(12), 1090–1099. https://doi.org/10.1016/j.tree.2020.08.006
Laxdal, A., Mjåtveit, A., Leibinger, E., Haugen, T., & Giske, R. (2020). Self-regulated Learning in Physical Education: An Analysis of Perceived Teacher Learning Support and Perceived Motivational Climate as Context Dependent Predictors in Upper Secondary School. Scandinavian Journal of Educational Research, 64(7), 1120–1132. https://doi.org/10.1080/00313831.2019.1689164
Lee, M. C. Y., Chow, J. Y., Button, C., & Tan, C. W. K. (2017). Nonlinear Pedagogy and its role in encouraging twenty-first century competencies through physical education: a Singapore experience. Asia Pacific Journal of Education, 37(4), 483–499. https://doi.org/10.1080/02188791.2017.1386089
Legemaat, A. M., Semkovska, M., Brouwer, M., Geurtsen, G. J., Burger, H., Denys, D., & Bockting, C. L. (2021). Effectiveness of cognitive remediation in depression: A meta-analysis. Psychological Medicine. https://doi.org/10.1017/S0033291721001100
Lozano, R., Merrill, M. Y., Sammalisto, K., Ceulemans, K., & Lozano, F. J. (2017). Connecting competences and pedagogical approaches for sustainable development in higher education: A literature review and framework proposal. Sustainability (Switzerland), 9(10), 1–15. https://doi.org/10.3390/su9101889
Moore, G. F., Evans, R. E., Hawkins, J., Littlecott, H., Melendez-Torres, G. J., Bonell, C., & Murphy, S. (2019). From complex social interventions to interventions in complex social systems: Future directions and unresolved questions for intervention development and evaluation. Evaluation, 25(1), 23–45. https://doi.org/10.1177/1356389018803219
Oberer, N., Gashaj, V., & Roebers, C. M. (2018). Executive functions, visual-motor coordination, physical fitness and academic achievement: Longitudinal relations in typically developing children. Human Movement Science, 58(January), 69–79. https://doi.org/10.1016/j.humov.2018.01.003
Ovens, A., Hopper, T., & Butler, J. (2013). Complexity thinking in physical education: Reframing curriculum, pedagogy and research. Complexity Thinking in Physical Education: Reframing Curriculum, Pedagogy and Research, March, 1–222. https://doi.org/10.4324/9780203126455
Padial-Ruz, R., García-Molina, R., González-Valero, G., & Ubago-Jiménez, J. L. (2022). Physical activity and movement integrated into the second language teaching from an early age: A systematic review. Retos, 45(2014), 876–888. https://doi.org/10.47197/retos.v44i0.91506
Peng, P., & Kievit, R. A. (2020). The Development of Academic Achievement and Cognitive Abilities: A Bidirectional Perspective. Child Development Perspectives, 14(1), 15–20. https://doi.org/10.1111/cdep.12352
Pesce, C., Croce, R., Ben-Soussan, T. D., Vazou, S., McCullick, file:///C:/Users/lenovo/Downloads/brainsci-12-00762-v2. pdfBrya., Tomporowski, P. D., & Horvat, M. (2019). Variability of practice as an interface between motor and cognitive development. International Journal of Sport and Exercise Psychology, 17(2), 133–152. https://doi.org/10.1080/1612197X.2016.1223421
Práxedes, A., Del Villar, F., Pizarro, D., & Moreno, A. (2018). The Impact of Nonlinear Pedagogy on Decision-Making and Execution in Youth Soccer Players According to Game Actions. Journal of Human Kinetics, 62(1). https://doi.org/10.1515/hukin-2017-0169
Rahman, M., Karwowski, W., Fafrowicz, M., & Hancock, P. A. (2019). Neuroergonomics applications of electroencephalography in physical activities: A systematic review. Frontiers in Human Neuroscience, 13(June), 1–21. https://doi.org/10.3389/fnhum.2019.00182
Raposo, F. Z., Caldeira, P., Batalau, R., Araújo, D., & Silva, M. N. (2019). Self-Determination Theory and Nonlinear Pedagogy: An Approach to Exercise Professionals’ Strategies on Autonomous Motivation. Retos, 40(9), 680–686. https://doi.org/10.47197/RETOS.V37I37.74355
Renshaw, I., Chow, J. Y., Davids, K., & Hammond, J. (2010). A constraints-led perspective to understanding skill acquisition and game play: A basis for integration of motor learning theory and physical education praxis? Physical Education and Sport Pedagogy, 15(2), 117–137. https://doi.org/10.1080/17408980902791586
Robertson, J., Eime, R., & Westerbeek, H. (2019). Community sports clubs: are they only about playing sport, or do they have broader health promotion and social responsibilities? Annals of Leisure Research, 22(2), 215–232. https://doi.org/10.1080/11745398.2018.1430598
Rodriguez-Ayllon, M., Cadenas-Sánchez, C., Estévez-López, F., Muñoz, N. E., Mora-Gonzalez, J., Migueles, J. H., Molina-García, P., Henriksson, H., Mena-Molina, A., Martínez-Vizcaíno, V., Catena, A., Löf, M., Erickson, K. I., Lubans, D. R., Ortega, F. B., & Esteban-Cornejo, I. (2019). Role of Physical Activity and Sedentary Behavior in the Mental Health of Preschoolers, Children and Adolescents: A Systematic Review and Meta-Analysis. Sports Medicine, 49(9), 1383–1410. https://doi.org/10.1007/s40279-019-01099-5
Rudd, J. R., Woods, C., Correia, V., Seifert, L., & Davids, K. (2021). An ecological dynamics conceptualisation of physical ‘education’: Where we have been and where we could go next. Physical Education and Sport Pedagogy, 26(3), 293–306. https://doi.org/10.1080/17408989.2021.1886271
Schmidt, M., Egger, F., Benzing, V., Jäger, K., Conzelmann, A., Roebers, C. M., & Pesce, C. (2017). Disentangling the relationship between children’s motor ability, executive function and academic achievement. PLoS ONE, 12(8). https://doi.org/10.1371/journal.pone.0182845
Selzam, S., Krapohl, E., Von Stumm, S., O’Reilly, P. F., Rimfeld, K., Kovas, Y., Dale, P. S., Lee, J. J., & Plomin, R. (2017). Predicting educational achievement from DNA. Molecular Psychiatry, 22(2), 267–272. https://doi.org/10.1038/mp.2016.107
Song, W., Feng, L., Wang, J., Ma, F., Chen, J., Qu, S., & Luo, D. (2022). Play Smart, Be Smart? Effect of Cognitively Engaging Physical Activity Interventions on Executive Function among Children 4~12 Years Old: A Systematic Review and Meta‐Analysis. Brain Sciences, 12(6). https://doi.org/10.3390/brainsci12060762
Stone, J. A., Rothwell, M., Shuttleworth, R., & Davids, K. (2021). Exploring sports coaches’ experiences of using a contemporary pedagogical approach to coaching: an international perspective. Qualitative Research in Sport, Exercise and Health, 13(4), 639–657. https://doi.org/10.1080/2159676X.2020.1765194
Tomporowski, P. D., McCullick, B., Pendleton, D. M., & Pesce, C. (2015). Exercise and children’s cognition: The role of exercise characteristics and a place for metacognition. Journal of Sport and Health Science, 4(1), 47–55. https://doi.org/10.1016/j.jshs.2014.09.003
Tsuk, S., Netz, Y., Dunsky, A., Zeev, A., Carasso, R., Dwolatzky, T., Salem, R., Behar, S., & Rotstein, A. (2019). The acute effect of exercise on executive function and attention: Resistance versus aerobic exercise. Advances in Cognitive Psychology, 15(3), 208–215. https://doi.org/10.5709/acp-0269-7
Valverde, T. (2021). Practical implications of the non-linear pedagogy in future physical Education Teachers Training during a body expression session: towards the edge of chaos (Implicaciones prácticas de la pedagogía no-lineal en la formación del Profesorado de Educación F. Retos, 2041(40), 231–240. https://doi.org/10.47197/retos.v1i40.83287
Vazou, S., Pesce, C., Lakes, K., & Smiley-Oyen, A. (2019). More than one road leads to Rome: A narrative review and meta-analysis of physical activity intervention effects on cognition in youth. International Journal of Sport and Exercise Psychology, 17(2), 153–178. https://doi.org/10.1080/1612197X.2016.1223423
Veloso, A., Vicente, S. G., & Filipe, M. G. (2020). Effectiveness of Cognitive Training for School-Aged Children and Adolescents With Attention Deficit/Hyperactivity Disorder: A Systematic Review. Frontiers in Psychology, 10(January). https://doi.org/10.3389/fpsyg.2019.02983
Vestberg, T., Reinebo, G., Maurex, L., Ingvar, M., & Petrovic, P. (2017). Core executive functions are associated with success in young elite soccer players. PLoS ONE, 12(2), 1–13. https://doi.org/10.1371/journal.pone.0170845
Visier-Alfonso, M. E., Álvarez-Bueno, C., Sánchez-López, M., Cavero-Redondo, I., Martínez-Hortelano, J. A., Nieto-López, M., & Martínez-Vizcaíno, V. (2021). Fitness and executive function as mediators between physical activity and academic achievement: Mediators between physical activity and academic achievement. Journal of Sports Sciences, 39(14), 1576–1584. https://doi.org/10.1080/02640414.2021.1886665
Watson, A., Timperio, A., Brown, H., Best, K., & Hesketh, K. D. (2017). Effect of classroom-based physical activity interventions on academic and physical activity outcomes: A systematic review and meta-analysis. International Journal of Behavioral Nutrition and Physical Activity, 14(1). https://doi.org/10.1186/s12966-017-0569-9
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 Retos
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and ensure the magazine the right to be the first publication of the work as licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of authorship of the work and the initial publication in this magazine.
- Authors can establish separate additional agreements for non-exclusive distribution of the version of the work published in the journal (eg, to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Is allowed and authors are encouraged to disseminate their work electronically (eg, in institutional repositories or on their own website) prior to and during the submission process, as it can lead to productive exchanges, as well as to a subpoena more Early and more of published work (See The Effect of Open Access) (in English).
This journal provides immediate open access to its content (BOAI, http://legacy.earlham.edu/~peters/fos/boaifaq.htm#openaccess) on the principle that making research freely available to the public supports a greater global exchange of knowledge. The authors may download the papers from the journal website, or will be provided with the PDF version of the article via e-mail.