Neural Efficiency and Sensorimotor Adaptations in Swimming Athletes: A Systematic Review of Neuroimaging and Cognitive–Behavioral Evidence for Performance and Wellbeing

Нейронная эффективность и сенсомоторные адаптации у пловцов: систематический обзор нейровизуализационных и когнитивно-поведенческих данных о результативности и благополучии
Evgenia Gkintoni, Andrew Sortwell, Apostolos Vantarakis
2026-01-22

cognitive performancefunctional connectivityneural efficiencyneuroimagingsensorimotor adaptation
Background/Objectives: Swimming requires precise motor control, sustained attention, and optimal cognitive–motor integration, making it an ideal model for investigating neural efficiency—the phenomenon whereby expert performers achieve optimal outcomes with reduced neural resource expenditure, operationalized as lower activation, sparser connectivity, and enhanced functional integration. This systematic review examined cognitive performance and neural adaptations in swimming athletes, investigating neuroimaging and behavioral outcomes distinguishing swimmers from non-athletes across performance levels. Methods: Following PRISMA 2020 guidelines, seven databases were searched (1999–2024) for studies examining cognitive/neural outcomes in swimmers using neuroimaging or validated assessments. A total of 24 studies (neuroimaging: n = 9; behavioral: n = 15) met the inclusion criteria. Risk of bias assessment used adapted Cochrane RoB2 and Newcastle–Ottawa Scale criteria. Results: Neuroimaging modalities included EEG (n = 4), fMRI (n = 2), TMS (n = 1), and ERP (n = 2). Key associations identified included the following: (1) Neural Efficiency: elite swimmers showed sparser upper beta connectivity (35% fewer connections, d = 0.76, p = 0.040) and enhanced alpha rhythm intensity (p ≤ 0.01); (2) Cognitive Performance: superior attention, working memory, and executive control correlated with expertise (d = 0.69–1.31), with thalamo-sensorimotor functional connectivity explaining 41% of world ranking variance (r2 = 0.41, p < 0.001); (3) Attention: external focus strategies improved performance in intermediate swimmers but showed inconsistent effects in experts; (4) Mental Fatigue: impaired performance in young adult swimmers (1.2% decrement, d = 0.13) but not master swimmers (p = 0.49); (5) Genetics: COMT Val158Met polymorphism associated with performance differences (p = 0.026). Effect sizes ranged from small to large, with Cohen’s d = 0.13–1.31. Conclusions: Swimming expertise is associated with specific neural and cognitive characteristics, including efficient brain connectivity and enhanced cognitive control. However, cross-sectional designs (88% of studies) and small samples (median n = 36; all studies underpowered) preclude causal inference. The lack of spatially quantitative synthesis and visualization of neuroimaging findings represents a methodological limitation of this review and the field. The findings suggest potential applications for talent identification, training optimization, and mental health promotion through swimming but require longitudinal validation and development of standardized swimmer brain atlases before definitive recommendations.
1
Elite swimmers demonstrated neural-efficiency markers, including 35% fewer upper-beta connectivity links and stronger alpha-rhythm intensity.
2
Expertise was associated with better attention, working memory, and executive control, with effect sizes ranging from d = 0.69 to 1.31.
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External-focus strategies improved performance in intermediate swimmers but produced inconsistent effects among experts; mental fatigue impaired young adults but not masters.
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Thalamo-sensorimotor functional connectivity explained 41% of the variance in swimmers’ world rankings (r² = 0.41, p < 0.001).
5
The COMT Val158Met polymorphism was associated with performance differences among swimmers (p = 0.026).
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The systematic review synthesized 24 studies, including nine neuroimaging and 15 behavioral investigations of cognitive and neural adaptations in swimmers.

Swimming athletes across different expertise levels, including elite, intermediate, master, and non-athlete comparison groups

Neural efficiency, cognitive–motor performance, and sensorimotor adaptations associated with swimming expertise, including neural activation and connectivity, attention, working memory, executive control, and fatigue responses

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2026-01-22
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Evgenia Gkintoni
Andrew Sortwell
Apostolos Vantarakis
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