The future of classification in wheelchair sports: Can data science and technological advancement offer an alternative point of view
(Die Zukunft der Klassifizierung im Rollstuhlsport: Können Datenwissenschaft und technologischer Fortschritt eine alternative Betrachtungsweise bieten?)
Purpose: Classification is a defining factor for competition in wheelchair sports, but it is a delicate and time-consuming process with often questionable validity. New inertial sensor-based measurement methods applied in match play and field tests allow for more precise and objective estimates of the impairment effect on wheelchair-mobility performance. The aim of the present research was to evaluate whether these measures could offer an alternative point of view for classification. Methods: Six standard wheelchair-mobility performance outcomes of different classification groups were measured in match play (n=29), as well as best possible performance in a field test (n=47). Results: In match results, a clear relationship between classification and performance level is shown, with increased performance outcomes in each adjacent higher-classification group. Three outcomes differed significantly between the low- and mid-classified groups, and 1, between the mid- and high-classified groups. In best performance (field test), there was a split between the low- and mid-classified groups (5 out of 6 outcomes differed significantly) but hardly any difference between the mid- and high-classified groups. This observed split was confirmed by cluster analysis, revealing the existence of only 2 performance-based clusters. Conclusions: The use of inertial sensor technology to obtain objective measures of wheelchair-mobility performance, combined with a standardized field test, produced alternative views for evidence-based classification. The results of this approach provide arguments for a reduced number of classes in wheelchair basketball. Future use of inertial sensors in match play and field testing could enhance evaluation of classification guidelines, as well as individual athlete performance.
© Copyright 2018 International Journal of Sports Physiology and Performance. Alle Rechte vorbehalten.
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| Notationen: | Parasport |
| Veröffentlicht in: | International Journal of Sports Physiology and Performance |
| Sprache: | Englisch |
| Veröffentlicht: |
2018
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| Online-Zugang: | https://doi.org/10.1123/ijspp.2017-0326 |
| Jahrgang: | 13 |
| Heft: | 6 |
| Seiten: | 742-749 |
| Dokumentenarten: | Artikel |
| Level: | hoch |