The influence of nonlinear pedagogy physical education intervention on cognitive abilities in primary school children: a preliminary study
The influence of nonlinear pedagogy physical education intervention on cognitive abilities in primary school children: a preliminary study
Background/objectives: the study aims to experiment with a teaching methodology based on the application of some principles of Nonlinear Pedagogy (NLP) in order to understand its effectiveness not only on motor development but also on attention and processing speed.
Methods: a between-subjects quasi-experimental design involved 165 children (mean age = 7.21 ± 0.93 years), assigned to an experimental (n = 98; 45% Male and 55% Female) and control group (n = 67; 42% Male and 58% Female) over 16 weeks (32 sessions). The experimental group followed Physical Education (PE) lessons grounded on NLP principles, while control group followed traditional PE lessons. Divided attention and visual processing speed were assessed using the Witty SEM test with 2 difficulty levels, and the motor skills were assessed through Test of Gross Motor Development-3 and used as covariate.
Results: significant interactions emerged for Divided Attention (p = 0.014, d = 58 for level 1; p = 0.014, d = 42 for level 2). The visual processing speed also showed significant interaction (p < 0.001, d = 0.88 for level 1; p < 0.001, d = 1.11 for level 2).
Conclusions: findings from this preliminary study indicate a significant relationship between NLP-based teaching and improvements in attention and visual processing speed. The NLP intervention group outperformed the control group in both domains, supporting the effectiveness of this pedagogical approach within primary school PE settings. These promising results encourage further investigation with larger samples and over longer intervention periods.
attention, developmental age, ecological-dynamic approach, physical activity, school-based intervention, speed processing
Pugliese, Elisa
19632d85-881f-4d93-bd46-5e4431a2d4ba
Forte, Pasqualina
6af06a2b-3628-447e-a476-0df11141dab6
Matrisciano, Carmela
bd0c7676-d898-4cfc-a4a3-3b0e8bc857f4
Carlevaro, Fabio
64db4e9a-72d3-4948-b2c2-c54d85f27528
D’Anna, Cristiana
a06b7b44-ec03-4ae2-92d0-6b77e6823d40
Magistro, Daniele
ab9296bc-fda6-469e-a3f8-3a574faa1b7e
28 November 2025
Pugliese, Elisa
19632d85-881f-4d93-bd46-5e4431a2d4ba
Forte, Pasqualina
6af06a2b-3628-447e-a476-0df11141dab6
Matrisciano, Carmela
bd0c7676-d898-4cfc-a4a3-3b0e8bc857f4
Carlevaro, Fabio
64db4e9a-72d3-4948-b2c2-c54d85f27528
D’Anna, Cristiana
a06b7b44-ec03-4ae2-92d0-6b77e6823d40
Magistro, Daniele
ab9296bc-fda6-469e-a3f8-3a574faa1b7e
Pugliese, Elisa, Forte, Pasqualina, Matrisciano, Carmela, Carlevaro, Fabio, D’Anna, Cristiana and Magistro, Daniele
(2025)
The influence of nonlinear pedagogy physical education intervention on cognitive abilities in primary school children: a preliminary study.
Brain Sciences, 15 (12), [1283].
(doi:10.3390/brainsci15121283).
Abstract
Background/objectives: the study aims to experiment with a teaching methodology based on the application of some principles of Nonlinear Pedagogy (NLP) in order to understand its effectiveness not only on motor development but also on attention and processing speed.
Methods: a between-subjects quasi-experimental design involved 165 children (mean age = 7.21 ± 0.93 years), assigned to an experimental (n = 98; 45% Male and 55% Female) and control group (n = 67; 42% Male and 58% Female) over 16 weeks (32 sessions). The experimental group followed Physical Education (PE) lessons grounded on NLP principles, while control group followed traditional PE lessons. Divided attention and visual processing speed were assessed using the Witty SEM test with 2 difficulty levels, and the motor skills were assessed through Test of Gross Motor Development-3 and used as covariate.
Results: significant interactions emerged for Divided Attention (p = 0.014, d = 58 for level 1; p = 0.014, d = 42 for level 2). The visual processing speed also showed significant interaction (p < 0.001, d = 0.88 for level 1; p < 0.001, d = 1.11 for level 2).
Conclusions: findings from this preliminary study indicate a significant relationship between NLP-based teaching and improvements in attention and visual processing speed. The NLP intervention group outperformed the control group in both domains, supporting the effectiveness of this pedagogical approach within primary school PE settings. These promising results encourage further investigation with larger samples and over longer intervention periods.
Text
brainsci-15-01283-v2
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Accepted/In Press date: 26 November 2025
Published date: 28 November 2025
Keywords:
attention, developmental age, ecological-dynamic approach, physical activity, school-based intervention, speed processing
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Local EPrints ID: 508044
URI: http://eprints.soton.ac.uk/id/eprint/508044
ISSN: 2076-3425
PURE UUID: c2c5085e-22bf-4097-ae0f-82920b710424
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Date deposited: 12 Jan 2026 17:43
Last modified: 13 Jan 2026 03:13
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Contributors
Author:
Elisa Pugliese
Author:
Pasqualina Forte
Author:
Carmela Matrisciano
Author:
Fabio Carlevaro
Author:
Cristiana D’Anna
Author:
Daniele Magistro
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