Fang Zuoming, Wang Zhaoyang, Li Xueliang, Gómez Miguel-Angel, Liu Hongyou
Department of Physical Education, Guangdong University of Education, Guangzhou, China.
School of Physical Education & Sports Science, South China Normal University, Guangzhou, China.
Biol Sport. 2025 Apr;42(2):95-103. doi: 10.5114/biolsport.2025.142642. Epub 2024 Sep 6.
This study aims to investigate the changes in physical and technical performance of professional soccer players during effective playing time after the worst-case scenario (WCS) identified by the high-intensity running (HIR) distance using rolling average. A total of 576 matches (n = 13,298 observations) from the 2019 to 2021 season of the Chinese Super League (CSL) were analyzed by a video tracking system. Generalized mixed linear models were established to determine the mean changes in the value of 7 physical and 24 technical performance-related parameters in the effective playing time from the 5 min of WCS (Peak5) to the initial 5 minutes post-WCS (Post5). Results showed that: (1) For all the players in the Post5 total distance, HIR distance, and Sprint decreased by 16.6% (ES; ± 99%CL: 0.57; ± 0.04), 77.2% (2.78; ± 0.06), and 86.1% (2.11; ± 0.08), respectively. The number of efforts, average duration, average speed, and average length of HIR declined by 70.8% (2.26; ± 0.06), 31.7% (0.78; ± 0.05), 3.1% (0.52; ± 0.05), and 22.9% (0.83; ± 0.05), respectively; (2) In the Post5, a substantial decrement in the number (0.23; ± 0.03), average speed (0.32; ± 0.06) and average length (0.37; ± 0.06) of running with the ball, and average speed receiving the ball (0.5; ± 0.05) was observed for all players. While only trivial changes were detected in all the other technical performance-related parameters. It can be concluded that, in the Post5, there is a temporary decline in physical output and the physical-related technical parameters for players, however, there are no meaningful changes in other technical performancerelated parameters.
本研究旨在调查职业足球运动员在通过滚动平均值确定的高强度奔跑(HIR)距离所识别的最坏情况场景(WCS)之后的有效比赛时间内身体和技术表现的变化。使用视频跟踪系统对中国超级联赛(CSL)2019至2021赛季的总共576场比赛(n = 13298次观测)进行了分析。建立广义混合线性模型以确定从WCS的5分钟(Peak5)到WCS后的初始5分钟(Post5)的有效比赛时间内7个身体和24个技术表现相关参数值的平均变化。结果表明:(1)在Post5中,所有球员的总距离、HIR距离和冲刺距离分别下降了16.6%(效应量;±99%置信区间:0.57;±0.04)、77.2%(2.78;±0.06)和86.1%(2.11;±0.08)。HIR的努力次数、平均持续时间、平均速度和平均长度分别下降了70.8%(2.26;±0.06)、31.7%(0.78;±0.05)、3.1%(0.52;±0.05)和22.9%(0.83;±0.05);(2)在Post5中,所有球员带球奔跑的次数(0.23;±0.03)、平均速度(0.32;±0.06)和平均长度(0.37;±0.06)以及接球平均速度(0.5;±0.05)都大幅下降。而在所有其他技术表现相关参数中仅检测到微小变化。可以得出结论,在Post5中,球员的身体输出和与身体相关的技术参数会暂时下降,然而,其他技术表现相关参数没有有意义的变化。