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比赛负荷对高水平训练的女子足球运动员自我感知健康状况的影响。

Effect of match load on perceived wellness in highly trained female football players.

作者信息

Baptista Ivan, Alexandersen Andreas, Winther Andreas K, Johansen Dag, Pettersen Svein Arne

机构信息

Department of Computer Science, Faculty of Science and Technology, UiT The Arctic University of Norway, Tromsø, Norway.

Centre for Research, Education, Innovation, and Intervention in Sport (CIFI2D), Faculty of Sport of the University of Porto, Porto, Portugal.

出版信息

PLoS One. 2025 Apr 21;20(4):e0321505. doi: 10.1371/journal.pone.0321505. eCollection 2025.

Abstract

BACKGROUND

Exposure to match loads significantly affects physiological and psychological indicators and, consequently, players' wellness. However, this information is still scarce in women's football. Therefore, the aims of this study were twofold: a) to compare the wellness variation from matchday (MD) to two days post-match (MD+2); b) and to analyse the correlations between the players' external load on MD and the self-reported wellness on the day after the match (MD+1) and MD+2.

METHODS

This retrospective cohort study included data from 22 weeks and 33 official matches from 18 professional and semi-professional female football players competing in the Norwegian top-tier. Signals for total distance, high-speed running distance (>16 km/h-1), sprint distance (>20 km/h-1), acceleration distance, and number of sprints were collected using a Global Positioning System. Sleep duration and four wellness subsets were included in this study: sleep quality, delayed onset muscular soreness, fatigue and stress levels. Individual models were run using the respective wellness variable as the dependent variable, with matchday as a predictor. Data was modelled using cumulative link regression models. The model allowed random slopes for subjects to account for repeated measurements. Correlation analysis was computed using Spearman's rank correlations.

RESULTS

Our results from the cumulative link regression model suggest that fatigue increased on MD+1 (Estimate: 1.30; SE=0.16; p<0.001) and remained elevated on MD+2 (Estimate: 0.75; SE=0.15; p<0.001), when compared to MD. Sleep quality decreased on MD+1 (Estimate: -0.72; SE=0.14; p<0.001). Sleep duration decreased on MD+1 (Estimate: -0.70; SE=0.13; p<0.001) and on MD+2 (Estimate: -0.61; SE=0.13; p<0.001). Moderate correlations were observed on MD+2 between sleep duration and acceleration distance (0.32, p<0.001) and high-speed running distance (0.30, p<0.001).

CONCLUSIONS

Competitive matches are associated with a disruption in the stability of the players' sleep patterns and wellness. The results also suggest that univariate external load measures may not be strong enough to predict the players' wellness status variation in the days following matches.

摘要

背景

接触比赛负荷会显著影响生理和心理指标,进而影响球员的健康状况。然而,这方面的信息在女子足球中仍然很少。因此,本研究的目的有两个:a)比较比赛日(MD)到比赛后两天(MD + 2)的健康状况变化;b)分析比赛日球员的外部负荷与比赛后一天(MD + 1)和比赛后两天(MD + 2)自我报告的健康状况之间的相关性。

方法

这项回顾性队列研究纳入了18名参加挪威顶级联赛的职业和半职业女子足球运动员22周内33场正式比赛的数据。使用全球定位系统收集总距离、高速奔跑距离(>16公里/小时)、冲刺距离(>20公里/小时)、加速距离和冲刺次数的信号。本研究纳入了睡眠时间和四个健康子集:睡眠质量、延迟性肌肉酸痛、疲劳和压力水平。以各自的健康变量作为因变量,比赛日作为预测变量,运行个体模型。数据使用累积链接回归模型进行建模。该模型允许对受试者进行随机斜率分析以考虑重复测量。使用斯皮尔曼等级相关性进行相关分析。

结果

我们从累积链接回归模型得到的结果表明,与比赛日相比,疲劳在比赛后一天(MD + )增加(估计值:1.30;标准误 = 0.16;p < 0.001),并在比赛后两天(MD + 2)保持升高(估计值:0.75;标准误 = 0.15;p < < 0.001)。睡眠质量在比赛后一天(MD + 1)下降(估计值: - 0.72;标准误 = 0.14;p < 0.001)。睡眠时间在比赛后一天(MD + 1)下降(估计值: - 0.70;标准误 = 0.13;p < 0.001),在比赛后两天(MD + = 2)也下降(估计值: - 0.61;标准误 = 0.13;p < 0.001)。在比赛后两天,观察到睡眠时间与加速距离(0.32,p < 0.001)和高速奔跑距离(0.30,p < 0.001)之间存在中等程度的相关性。

结论

竞技比赛与球员睡眠模式和健康状况的稳定性破坏有关。结果还表明,单变量外部负荷测量可能不足以预测比赛后几天球员健康状况的变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/359b/12011230/831cd796d195/pone.0321505.g001.jpg

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