Integrating Juggling with Math Lessons: A Randomized Controlled Trial Assessing Effects of Physically Active Learning on Maths Performance and Enjoyment in Primary School Children
Abstract
:1. Introduction
2. Materials and Methods
2.1. Recruitment of Participants
2.2. Study Design and Randomization
2.3. Experimental Procedure
2.4. Intervention and Control Programs
2.4.1. Control Program
2.4.2. Intervention Program
2.5. Measurement Instruments
2.5.1. Descriptive Characteristics
2.5.2. Primary Outcome: Multiplication Memorization Performance
2.5.3. Secondary Outcome: Enjoyment
2.5.4. Intervention Integrity
2.5.5. Data Analyses
3. Results
3.1. Study Sample and Descriptive Characteristics
3.2. Intervention Effects
3.3. Intervention Integrity
4. Discussion
Strengths and Limitations
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Singh, A.S.; Saliasi, E.; van den Berg, V.; Uijtdewilligen, L.; de Groot, R.H.M.; Jolles, J.; Andersen, L.B.; Bailey, R.; Chang, Y.K.; Diamond, A.; et al. Effects of physical activity interventions on cognitive and academic performance in children and adolescents: A novel combination of a systematic review and recommendations from an expert panel. Br. J. Sports Med. 2019, 53, 640–647. [Google Scholar] [CrossRef] [PubMed]
- Daly-Smith, A.J.; Zwolinsky, S.; McKenna, J.; Tomporowski, P.D.; Defeyter, M.A.; Manley, A. Systematic review of acute physically active learning and classroom movement breaks on children’s physical activity, cognition, academic performance and classroom behaviour: Understanding critical design features. BMJ Open Sport Exerc. Med. 2018, 4, e000341. [Google Scholar] [CrossRef] [PubMed]
- de Greeff, J.W.; Bosker, R.J.; Oosterlaan, J.; Visscher, C.; Hartman, E. Effects of physical activity on executive functions, attention and academic performance in preadolescent children: A meta-analysis. J. Sci. Med. Sport 2018, 21, 501–507. [Google Scholar] [CrossRef] [PubMed]
- Vazou, S.; Pesce, C.; Lakes, K.; Smiley-Oyen, A. 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, 17, 153–178. [Google Scholar] [CrossRef]
- Alvarez-Bueno, C.; Pesce, C.; Cavero-Redondo, I.; Sanchez-Lopez, M.; Martinez-Hortelano, J.A.; Martinez-Vizcaino, V. The effect of physical activity interventions on children’s cognition and metacognition: A systematic review and meta-analysis. J. Am. Acad. Child Adolesc. Psychiatry 2017, 56, 729–738. [Google Scholar] [CrossRef] [PubMed]
- Donnelly, J.E.; Hillman, C.H.; Castelli, D.; Etnier, J.L.; Lee, S.; Tomporowski, P.; Lambourne, K.; Szabo-Reed, A.N. Physical activity, fitness, cognitive function, and academic achievement in children: A systematic review. Med. Sci. Sports Exerc. 2016, 48, 1197–1222. [Google Scholar] [CrossRef] [PubMed]
- Mavilidi, M.F.; Ruiter, M.; Schmidt, M.; Okely, A.D.; Loyens, S.; Chandler, P.; Paas, F. A narrative review of school-based physical activity for enhancing cognition and learning: The importance of relevancy and integration. Front. Psychol. 2018, 9, 2079. [Google Scholar] [CrossRef]
- Donnelly, J.E.; Greene, J.L.; Gibson, C.A.; Smith, B.K.; Washburn, R.A.; Sullivan, D.K.; DuBose, K.; Mayo, M.S.; Schmelzle, K.H.; Ryan, J.J.; et al. Physical activity across the curriculum (paac): A randomized controlled trial to promote physical activity and diminish overweight and obesity in elementary school children. Prev. Med. 2009, 49, 336–341. [Google Scholar] [CrossRef]
- Beck, M.M.; Lind, R.R.; Geertsen, S.S.; Ritz, C.; Lundbye-Jensen, J.; Wienecke, J. Motor-enriched learning activities can improve mathematical performance in preadolescent children. Front. Hum. Neurosci. 2016, 10, 645. [Google Scholar] [CrossRef]
- Fedewa, A.L.; Ahn, S.; Erwin, H.; Davis, M.C. A randomized controlled design investigating the effects of classroom-based physical activity on children’s fluid intelligence and achievement. Sch. Psychol. Int. 2015, 36, 135–153. [Google Scholar] [CrossRef]
- Mavilidi, M.; Okely, A.D.; Chandler, P.; Cliff, D.P.; Paas, F. Effects of integrated physical exercises and gestures on preschool children’s foreign language vocabulary learning. Educ. Psychol. Rev. 2015, 27, 413–426. [Google Scholar] [CrossRef]
- Mavilidi, M.F.; Okely, A.; Chandler, P.; Louise Domazet, S.; Paas, F. Immediate and delayed effects of integrating physical activity into preschool children’s learning of numeracy skills. J. Exp. Child Psychol. 2018, 166, 502–519. [Google Scholar] [CrossRef] [PubMed]
- Mavilidi, M.F.; Okely, A.D.; Chandler, P.; Paas, F. Infusing physical activities into the classroom: Effects on preschool children’s geography learning. Mind Brain Educ. 2016, 10, 256–263. [Google Scholar] [CrossRef]
- Mavilidi, M.F.; Okely, A.D.; Chandler, P.; Paas, F. Effects of integrating physical activities into a science lesson on preschool children’s learning and enjoyment. Appl. Cogn. Psychol. 2017, 31, 281–290. [Google Scholar] [CrossRef]
- Vazou, S.; Skrade, M.A.B. Intervention integrating physical activity with math: Math performance, perceived competence, and need satisfaction. Int. J. Sport Exerc. Psychol. 2016, 15, 508–522. [Google Scholar] [CrossRef]
- Have, M.; Nielsen, J.H.; Ernst, M.T.; Gejl, A.K.; Fredens, K.; Grontved, A.; Kristensen, P.L. Classroom-based physical activity improves children’s math achievement—A randomized controlled trial. PLoS ONE 2018, 13, e0208787. [Google Scholar] [CrossRef] [PubMed]
- Donnelly, J.E.; Hillman, C.H.; Greene, J.L.; Hansen, D.M.; Gibson, C.A.; Sullivan, D.K.; Poggio, J.; Mayo, M.S.; Lambourne, K.; Szabo-Reed, A.N.; et al. Physical activity and academic achievement across the curriculum: Results from a 3-year cluster-randomized trial. Prev. Med. 2017, 99, 140–145. [Google Scholar] [CrossRef]
- Riley, N.; Lubans, D.R.; Holmes, K.; Morgan, P.J. Findings from the easy minds cluster randomized controlled trial: Evaluation of a physical activity integration program for mathematics in primary schools. J. Phys. Act. Health 2016, 13, 198–206. [Google Scholar] [CrossRef]
- Reed, J.A.; Einstein, G.; Hahn, E.; Hooker, S.P.; Gross, V.P.; Kravitz, J. Examining the impact of integrating physical activity on fluid intelligence and academic performance in an elementary school setting: A preliminary investigation. J. Phys. Act. Health 2010, 7, 343–351. [Google Scholar] [CrossRef]
- Kirk, S.M.; Kirk, E.P. Sixty minutes of physical activity per day included within preschool academic lessons improves early literacy. J. Sch. Health 2016, 86, 155–163. [Google Scholar] [CrossRef]
- Kirk, S.M.; Vizcarra, C.R.; Looney, E.C.; Kirk, E.P. Using physical activity to teach academic content: A study of the effects on literacy in head start preschoolers. Early Child. Educ. J. 2013, 42, 181–189. [Google Scholar] [CrossRef]
- Mullender-Wijnsma, M.J.; Hartman, E.; de Greeff, J.W.; Doolaard, S.; Bosker, R.J.; Visscher, C. Physically active math and language lessons improve academic achievement: A cluster randomized controlled trial. Pediatrics 2016, 137, e20152743. [Google Scholar] [CrossRef] [PubMed]
- Fedewa, A.L.; Fettrow, E.; Erwin, H.; Ahn, S.; Farook, M. Academic-based and aerobic-only movement breaks: Are there differential effects on physical activity and achievement? Res. Q. Exerc. Sport 2018, 89, 153–163. [Google Scholar] [CrossRef]
- Pesce, C.; Croce, R.; Ben-Soussan, T.D.; Vazou, S.; McCullick, B.; Tomporowski, P.D.; Horvat, M. Variability of practice as an interface between motor and cognitive development. Int. J. Sport Exerc. Psychol. 2016, 17, 133–152. [Google Scholar] [CrossRef]
- Tomporowski, P.D.; McCullick, B.; Pendleton, D.M.; Pesce, C. Exercise and children’s cognition: The role of exercise characteristics and a place for metacognition. J. Sport Health Sci. 2015, 4, 47–55. [Google Scholar] [CrossRef]
- Diamond, A.; Ling, D.S. Aerobic-exercise and resistance-training interventions have been among the least effective ways to improve executive functions of any method tried thus far. Dev. Cogn. Neurosci. 2019, 37, 100572. [Google Scholar] [CrossRef] [PubMed]
- Moreau, D.; Conway, A.R. The case for an ecological approach to cognitive training. Trends Cogn. Sci. 2014, 18, 334–336. [Google Scholar] [CrossRef] [PubMed]
- Schmidt, M.; Benzing, V.; Kamer, M. Classroom-based physical activity breaks and children’s attention: Cognitive engagement works! Front. Psychol. 2016, 7, 1474. [Google Scholar] [CrossRef] [PubMed]
- Martins, J.; Marques, A.; Sarmento, H.; Carreiro da Costa, F. Adolescents’ perspectives on the barriers and facilitators of physical activity: A systematic review of qualitative studies. Health Educ. Res. 2015, 30, 742–755. [Google Scholar] [CrossRef]
- van den Berg, V.; Vos, E.E.; de Groot, R.H.M.; Singh, A.S.; Chinapaw, M.J.M. Untapped resources: 10- to 13-year-old primary schoolchildren’s views on additional physical activity in the school setting: A focus group study. Int. J. Environ. Res. Public Health 2018, 15, 2713. [Google Scholar] [CrossRef]
- Saint-Leger, L.; Kolbe, L.J.; Lee, A.; McCall, D.; Young, I. School health promotion: Achievements, challenges and priorities. In Global Perspectives on Health Promotion Effectiveness; McQueen, D.V., Jones, C.M., Eds.; Springer Science: New York, NY, USA, 2007; pp. 107–123. [Google Scholar]
- Naylor, P.J.; Nettlefold, L.; Race, D.; Hoy, C.; Ashe, M.C.; Wharf Higgins, J.; McKay, H.A. Implementation of school based physical activity interventions: A systematic review. Prev. Med. 2015, 72, 95–115. [Google Scholar] [CrossRef] [PubMed]
- Webster, C.A.; Russ, L.; Vazou, S.; Goh, T.L.; Erwin, H. Integrating movement in academic classrooms: Understanding, applying and advancing the knowledge base. Obes. Rev. 2015, 16, 691–701. [Google Scholar] [CrossRef] [PubMed]
- van den Berg, V.; Salimi, R.; de Groot, R.H.M.; Jolles, J.; Chinapaw, M.J.M.; Singh, A.S. “It’s a battle... You want to do it, but how will you get it done?”: Teachers’ and principals’ perceptions of implementing additional physical activity in school for academic performance. Int. J. Environ. Res. Public Health 2017, 14, 1160. [Google Scholar] [CrossRef] [PubMed]
- Bartholomew, J.B.; Jowers, E.M. Physically active academic lessons in elementary children. Prev. Med. 2011, 52, S51–S54. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Stylianou, M.; Kulinna, P.H.; Naiman, T. ‘…because there’s nobody who can just sit that long’. Eur. Phys. Educ. Rev. 2015, 22, 390–408. [Google Scholar] [CrossRef]
- Martin, R.; Murtagh, M.E. Effect of active lessons on physical activity, academic, and health outcomes: A systematic review. Res. Q. Exerc. Sport 2017, 88, 149–168. [Google Scholar] [CrossRef]
- Owen, K.B.; Parker, P.D.; Van Zanden, B.; MacMillan, F.; Astell-Burt, T.; Lonsdale, C. Physical activity and school engagement in youth: A systematic review and meta-analysis. Educ. Psychol. 2016, 51, 129–145. [Google Scholar] [CrossRef]
- Kowalski, K.C.; Crocker, P.R.; Donen, R.M. The physical activity questionnaire for older children (PAQ-C) and adolescents (PAQ-A) manual. Coll. Kinesiol. Univ. Sask. 2004, 87, 1–38. [Google Scholar]
- Kowalski, K.C.; Crocker, P.R.E.; Faulkner, R.A. Validation of the physical activity questionnaire for older children. Pediatric Exerc. Sci. 1997, 9, 174–186. [Google Scholar] [CrossRef]
- Veerman, J.W.; Straathof, M.A.E.; Treffers, A.; Van den Bergh, B.R.H.; ten Brink, L.T. Competentie-Belevingsschaal Voor Kinderen: Handleiding [Self-Perception Profile for Children: User Manual]; Pearson Benelux B.V.: Amsterdam, The Netherlands, 1997. [Google Scholar]
- Muris, P.; Meesters, C.; Fijen, P. The self-perception profile for children: Further evidence for its factor structure, reliability, and validity. Personal. Individ. Differ. 2003, 35, 1791–1802. [Google Scholar] [CrossRef]
- Egberink, I.J.L.; Vermeulen, C.S.M. Cotan Beoordeling 1998, Competentie Belevingsschaal Voor Kinderen [Cotan Review 1998, Self Perception Profile for Children]. Available online: www.cotandocumentatie.nl (accessed on 2 May 2018).
- Hollenberg, J.; van der Lubbe, M.; Sanders, P. Toetsen op School: Primair onderwijs [Testing at School: Primary Education]; Cito: Arnhem, The Netherlands, 2017. [Google Scholar]
- Mooij, C.; van Berkel, M.; Consten, A.; Danes, H.; Geleijnse, J.; van der Greft, M.; Hazelebach, C.; Koekoek, J.; Pieters, L.; Tjalsma, W. Basisdocument Bewegingsonderwijs Voor Het Basisonderwijs; Jan Luiting Fonds: Zeist, The Netherlands, 2011. [Google Scholar]
- Piaget, J. Science of Education and the Psychology of the Child; Orion: Oxford, UK, 1970. [Google Scholar]
- Vygotsky, L.S. Play and its role in the mental development of the child. Sov. Psychol. 1967, 5, 6–18. [Google Scholar] [CrossRef]
- Christian, D.; Todd, C.; Davies, H.; Rance, J.; Stratton, G.; Rapport, F.; Brophy, S. Community led active schools programme (clasp) exploring the implementation of health interventions in primary schools: Headteachers’ perspectives. BMC Public Health 2015, 15, 238. [Google Scholar] [CrossRef] [PubMed]
- Todd, C.; Christian, D.; Davies, H.; Rance, J.; Stratton, G.; Rapport, F.; Brophy, S. Headteachers’ prior beliefs on child health and their engagement in school based health interventions: A qualitative study. BMC Res. Notes 2015, 8, 161. [Google Scholar] [CrossRef] [PubMed]
Level | Description |
---|---|
0 | For this student, the PE lesson offered is usually too difficult and fails the activity regularly (or only succeeds with the help of the teacher). |
1 | For this student, the PE lesson offered is appropriate and the activity usually succeeds. The execution is not yet efficient or smooth. |
2 | Similar to level 1, but the execution is efficient and smooth. |
3 | For this student, the PE lesson offered is often too easy. Execution is immediately smooth and efficient, and the student is looking for new challenges. |
Exercise | Description | |
---|---|---|
0 | Throw and catch with one ball | Throw the ball vertically with one or two hands and catch it with both hands. |
1 | Pillar with one ball | Throw one ball vertically and catch the ball with the same hand. First with the hand of preference and then with the other hand. |
2 | Crossing with one ball | Throw the ball from one hand to the other with a bow. First with the hand of preference and then with the other hand. |
3 | Pillar with two balls | In each hand one ball and throw them vertically. Catch the balls with the same hand as thrown. |
4 | Crossing with two balls | In each hand one ball and throw them with a bow to the other hand. The second ball is thrown when the first is at the peak of its bow. |
5 | (Cascade) Juggling with three balls | Juggle with three balls. |
Baseline Characteristics | Total Group (N = 323) | Intervention Group (N = 170) | Control Group (N = 153) |
---|---|---|---|
Age (years, mean) | 11.0 (0.45) | 11.0 (0.42) | 10.9 (0.48) |
Gender (%, boys/girls) | 52/48 | 50/50 | 45/55 |
Motor skill level (n (%)) | N = 306 | N = 170 | N = 136 |
0 | 8 (2.6) | 5 (2.9) | 3 (2.2) |
1 | 71 (23.2) | 42 (24.7) | 29 (21.3) |
2 | 161 (52.6) | 80 (47.1) | 81 (59.6) |
3 | 66 (21.6) | 43 (25.3) | 23 (16.9) |
PAQ-C | N = 312 3.3 (0.82) | N = 165 3.3 (0.73) | N = 147 3.4 (0.91) |
CBSK | N = 254 | N = 130 | N = 124 |
scholastic competence | 17.3 (3.6) | 17.6 (3.5) | 16.9 (3.7) |
CITO | N = 320/318/313 | N = 168/168/165 | N = 152/150/148 |
reading comprehension | 48.6 (12.9) | 49.3 (12.2) | 47.8 (13.5) |
orthography | 141.8 (6.7) | 142.2 (6.3) | 141.3 (7.2) |
math/arithmetic | 103.5 (12.0) | 104.1 (12.2) | 102.8 (11.6) |
Juggling performance (median) | N = 308 | N = 163 | N = 145 |
exercise 0 | 10 | 10 | 10 |
exercise 1a | 10 | 10 | 10 |
exercise 1b | 10 | 10 | 10 |
exercise 2a | 10 | 10 | 10 |
exercise 2b | 10 | 10 | 10 |
exercise 3 | 7 | 7 | 7 |
exercise 4 | 2 | 2 | 2 |
exercise 5 | 0 | 0 | 0 |
Outcome Measures | Intervention Group (Mean + SD) (N = 163) | Control Group (Mean + SD) (N = 136) | Intervention Effect (Beta, 95% Confidence Interval *) |
---|---|---|---|
Multiplication performance | 25.9 (4.8) | 23.3 (7.1) | 0.4 [−0.4; 1.2] |
Enjoyment | 7.0 (2.5) | 4.7 (2.3) | −2.2 [−3.2; −1.1] |
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van den Berg, V.; Singh, A.S.; Komen, A.; Hazelebach, C.; van Hilvoorde, I.; Chinapaw, M.J.M. Integrating Juggling with Math Lessons: A Randomized Controlled Trial Assessing Effects of Physically Active Learning on Maths Performance and Enjoyment in Primary School Children. Int. J. Environ. Res. Public Health 2019, 16, 2452. https://doi.org/10.3390/ijerph16142452
van den Berg V, Singh AS, Komen A, Hazelebach C, van Hilvoorde I, Chinapaw MJM. 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. 2019; 16(14):2452. https://doi.org/10.3390/ijerph16142452
Chicago/Turabian Stylevan den Berg, Vera, Amika S. Singh, Annet Komen, Chris Hazelebach, Ivo van Hilvoorde, and Mai J. M. Chinapaw. 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, no. 14: 2452. https://doi.org/10.3390/ijerph16142452
APA Stylevan 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. https://doi.org/10.3390/ijerph16142452