Measuring the Impact of Limb Asymmetry on Movement Irregularity and Complexity Changes During an Incremental Step Test in Para-Swimmers Using Inertial Measurement Units

Wearable technology can nowadays be used to improve para-swimming coaching; however, the extent to which individual anatomy affects features of swimming variability is unclear. Six paralympic swimmers were recruited, their upper-limb segment lengths were measured, and their absolute bilateral limb asymmetry indices (AbsLAIUL) were calculated. They were instrumented with a sacrum-worn inertial measurement unit and performed an in-water, fatiguing, freestyle aerobic test at incrementally faster paces. Stroke-to-stroke outcome and execution variability were calculated, respectively, using sample entropy (SampEn) and fractal dimension (FD) on forward and mediolateral linear acceleration signals. Significantly increased perceived exertion scores (F(4,28) = 154.1, <i>p</i> < 0.001) were observed. Execution and outcome variability increased in the forward (SampEn = F(4,25) = 11.86, <i>p</i> < 0.001; FD = F(4,24) = 6.17, <i>p</i> = 0.001) and mediolateral (SampEn = F(4,25) = 9.46, <i>p</i> < 0.001; FD = F(4,24) = 27.64, <i>p</i> < 0.001) directions. Modelling of FD (only) improved with AbsLAIUL as a covariate (forward = F(1,24) = 9.68, <i>p</i> = 0.005; mediolateral = F(1,24) = 8.57, <i>p</i> = 0.021), suggesting that AbsLAIUL affects only execution, but not outcome, variability. This information could help coaches determine which coordination indices should be personalized when monitoring variability during para-swimming training.

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Journal
Sensors
Published
2025-05-24
DOI
https://doi.org/10.3390/s25113297
Primary Topic
Sports Performance and Training
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article
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article

Measuring the Impact of Limb Asymmetry on Movement Irregularity and Complexity Changes During an Incremental Step Test in Para-Swimmers Using Inertial Measurement Units

Julie N. Côté, Julien Clément, Matthew Slopecki, Mathieu Charbonneau
Sensors
Sports Performance and Training
article

Measuring the Impact of Limb Asymmetry on Movement Irregularity and Complexity Changes During an Incremental Step Test in Para-Swimmers Using Inertial Measurement Units

Julie N. Côté, Julien Clément, Matthew Slopecki, Mathieu Charbonneau
article en

Abstract

Wearable technology can nowadays be used to improve para-swimming coaching; however, the extent to which individual anatomy affects features of swimming variability is unclear. Six paralympic swimmers were recruited, their upper-limb segment lengths were measured, and their absolute bilateral limb asymmetry indices (AbsLAIUL) were calculated. They were instrumented with a sacrum-worn inertial measurement unit and performed an in-water, fatiguing, freestyle aerobic test at incrementally faster paces. Stroke-to-stroke outcome and execution variability were calculated, respectively, using sample entropy (SampEn) and fractal dimension (FD) on forward and mediolateral linear acceleration signals. Significantly increased perceived exertion scores (F(4,28) = 154.1, <i>p</i> < 0.001) were observed. Execution and outcome variability increased in the forward (SampEn = F(4,25) = 11.86, <i>p</i> < 0.001; FD = F(4,24) = 6.17, <i>p</i> = 0.001) and mediolateral (SampEn = F(4,25) = 9.46, <i>p</i> < 0.001; FD = F(4,24) = 27.64, <i>p</i> < 0.001) directions. Modelling of FD (only) improved with AbsLAIUL as a covariate (forward = F(1,24) = 9.68, <i>p</i> = 0.005; mediolateral = F(1,24) = 8.57, <i>p</i> = 0.021), suggesting that AbsLAIUL affects only execution, but not outcome, variability. This information could help coaches determine which coordination indices should be personalized when monitoring variability during para-swimming training.

SensorsVol. 25(11)
McGill University (CA), École de Technologie Supérieure (CA)
Openalex Percentile: Top 85%
Sports Performance and Training
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