Villa Giacomo, Papaioannou Foivos, Galli Manuela, Cimolin Veronica
Euleria srl Società Benefit, Via delle Zigherane, 4/A, 38068 Rovereto, TN, Italy.
Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, 20133 Milano, MI, Italy.
J Funct Morphol Kinesiol. 2024 Sep 17;9(3):166. doi: 10.3390/jfmk9030166.
BACKGROUND/OBJECTIVE: Soccer is a multifactorial sport, requiring physical, psychological, technical, and tactical skills to succeed. Monitoring and comparing physical characteristics over time is essential to assess players' development, customize training, and prevent injury. The use of wearable sensors is essential to provide accurate and objective physical data.
In this longitudinal study, 128 male adolescent soccer players (from Under 12 to Under 19) were evaluated at two time points (pre- and post-season). Participants completed the Euleria Lab test battery, including stability, countermovement and consecutive jumps, agility, and quick feet tests. A single Inertial Measurement Unit sensor provided quantitative data on fifteen performance metrics. Percentage changes were compared to the Smallest Worthwhile Changes to assess significant changes over time.
The results showed significant improvements in most variables, including a 19.7% increase in quick feet, 10.9% in stability, and 9.6% in countermovement jumps. In principal component analysis, we identified four principal components-, , , and -that explained over 80% of the variance.
These findings align with previous studies assessing seasonal changes in adolescent soccer players, showing that the proposed test battery seems to be adequate to highlight physical performance changes and provide coaches with meaningful data to customize training and reduce injury rates.
背景/目的:足球是一项多因素运动,需要具备身体、心理、技术和战术技能才能取得成功。随着时间的推移监测和比较身体特征对于评估球员的发展、定制训练以及预防伤病至关重要。使用可穿戴传感器对于提供准确和客观的身体数据至关重要。
在这项纵向研究中,对128名男性青少年足球运动员(12岁以下至19岁以下)在两个时间点(赛季前和赛季后)进行了评估。参与者完成了Euleria实验室测试组,包括稳定性、反向移动和连续跳跃、敏捷性以及快速脚部测试。一个单一的惯性测量单元传感器提供了关于15个性能指标的定量数据。将百分比变化与最小有价值变化进行比较,以评估随时间的显著变化。
结果显示大多数变量有显著改善,包括快速脚部提高19.7%、稳定性提高10.9%以及反向移动跳跃提高9.6%。在主成分分析中,我们确定了四个主成分——、和——它们解释了超过80%的方差。
这些发现与之前评估青少年足球运动员季节性变化的研究一致,表明所提出的测试组似乎足以突出身体性能变化,并为教练提供有意义的数据以定制训练并降低伤病率。