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ORIGINAL RESEARCH article

Front. Sports Act. Living

Sec. Elite Sports and Performance Enhancement

Volume 7 - 2025 | doi: 10.3389/fspor.2025.1640120

Performance and Asymmetry of Shuffling Tasks at Different Angles and Directions in Collegiate Basketball Players

Provisionally accepted
  • 1School of Athletic Performance, Shanghai University of Sport, Shanghai, China
  • 2School of Physical Education, Shanghai University of Sport, Shanghai, China
  • 3Chinese Basketball College, Beijing Sport University, Beijing, China
  • 4Middlesex University London Sport Institute, London, United Kingdom
  • 5China Institute of Sport Science, Beijing, China

The final, formatted version of the article will be published soon.

Objective: This study aims to examine the shuffle performance and asymmetry across different angles and directions among collegiate basketball players. Methods: Forty-two players completed six randomized shuffle tests at two directions (left/right) and three angles (45°/90°/135°). The shuffle asymmetry index was calculated as (dominant – non-dominant) / dominant × 100% . Two-way repeated-measures ANOVA and Kruskal-Wallis tests were used to analyze shuffle performance and asymmetry in different angles. Kappa coefficient evaluated directional asymmetry consistency. Results: Results showed excellent reliability across conditions (ICC = 0.94 – 0.97; CV = 2.4 – 3.2%). A significant main effect of angle (F = 12.334, p < 0.001) and an angle × direction interaction (F = 14.489, p < 0.001) were observed. Left‐ward shuffles at 135° (2.76 ± 0.31) were slower than at 45° and 90° (all p < 0.001), whereas right‐ward performance did not differ by angle (p > 0.05). No significant difference in the asymmetry of shuffle from different angles (χ² = 2.103, p = 0.349; mean 5.1 – 6.6%), and kappa coefficients indicated poor consistency of directional dominance (k = 0.077 – 0.168). Conclusion: The shuffle performance was jointly influenced by angle and direction. The magnitude of shuffle asymmetry remained consistent across angles, suggesting that movement asymmetry was task-dependent rather than fixed. These findings support the implementation of multi-angle shuffle in training and evaluation protocols to enhance performance.

Keywords: agility, Multidirectional, Between-limb differences, Movement performance, Basketballplayer

Received: 03 Jun 2025; Accepted: 22 Oct 2025.

Copyright: © 2025 Li, Lyu, Ding, Tao, Wang, Bishop and Li. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Yongming Li, liyongming@sus.edu.cn

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