Faculty of Sport Sciences, Universidad Europea de Madrid, Calle Tajo, s/n, Villaviciosa de Odón, 28670 Madrid, Spain.
Institute for Health and Sport (iHeS), Victoria University, Melbourne 3011, Australia.
Int J Environ Res Public Health. 2021 Feb 3;18(4):1391. doi: 10.3390/ijerph18041391.
Monitoring fatigue and performance is important for adjusting training loads in soccer. Therefore, knowing the status of the player when applying a training stimulus is key to optimizing the players' development. This study aims to evaluate the interaction between internal and external load, during training and matches, in an elite youth soccer team.
seventeen youth players of the highest Spanish category were monitored with GPS devices during training and matches, as well as recording their nocturnal heart rate variability (HRV). We employed a linear mixed model to assess the physical demands between training and matches, and to compare the HRV variables.
a higher total distance (+2993.35-5746.56 m; ES = 1.4), distance at high intensity (+641.24-1907 m; ES = 1.5), sprint distance (+350.46-795.05 m; ES = 2.1), number of sprints (+18.38-41.58; ES = 1.9), and number of repeated sprints (+5.91-15.30; ES = 1.7) (all < 0.001), but not in the number of accelerations, were reported during the matches when compared to the training sessions during the 11 weeks. The analysis of the HRV variables showed no significant differences between the accumulated values during a training week, providing similar results pre-match or post-match ( > 0.05). The LF/HF showed a negative influence on the total distance ran, distance at high intensity, distance in sprint, number of sprints, and repeated sprint. RR was positively related to the sprint number.
the results of the present study suggest that nocturnal HRV variables are not different between pre-match and post-match. Furthermore, it suggests that LF/HF and RR during pre-match can determine the external load that the player will be able to complete during the match.
监测疲劳和表现对于调整足球训练负荷很重要。因此,在应用训练刺激时了解运动员的状态是优化运动员发展的关键。本研究旨在评估在精英青年足球队中,训练和比赛期间内部和外部负荷之间的相互作用。
在训练和比赛期间,使用 GPS 设备监测 17 名西班牙最高级别青年球员的情况,并记录他们的夜间心率变异性(HRV)。我们采用线性混合模型评估训练和比赛之间的身体需求,并比较 HRV 变量。
与训练相比,比赛中总距离(增加 2993.35-5746.56 米;ES = 1.4)、高强度距离(增加 641.24-1907 米;ES = 1.5)、冲刺距离(增加 350.46-795.05 米;ES = 2.1)、冲刺次数(增加 18.38-41.58;ES = 1.9)和重复冲刺次数(增加 5.91-15.30;ES = 1.7)(均 < 0.001),但在 11 周的训练期间,加速度次数并没有显著增加。HRV 变量的分析表明,在训练周的累积值之间没有显著差异,赛前或赛后提供了相似的结果(> 0.05)。LF/HF 对总跑动距离、高强度距离、冲刺距离、冲刺次数和重复冲刺次数有负面影响。RR 与冲刺次数呈正相关。
本研究结果表明,赛前和赛后的夜间 HRV 变量没有差异。此外,它表明赛前 LF/HF 和 RR 可以确定运动员在比赛中能够完成的外部负荷。