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职业足球中的运动员监测:急性与慢性工作量的峰值与损伤发生无关。

Player Monitoring in Professional Soccer: Spikes in Acute:Chronic Workload Are Dissociated From Injury Occurrence.

作者信息

Suarez-Arrones Luis, De Alba Borja, Röll Mareike, Torreno Ignacio, Strütt Sarah, Freyler Kathrin, Ritzmann Ramona

机构信息

Section of Physical Education and Sports, Department of Sports and Computer Science, Universidad Pablo de Olavide, Seville, Spain.

FC Basel 1893, Basel, Switzerland.

出版信息

Front Sports Act Living. 2020 Jul 8;2:75. doi: 10.3389/fspor.2020.00075. eCollection 2020.


DOI:10.3389/fspor.2020.00075
PMID:33345066
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7739681/
Abstract

This study aimed to determine whether spikes in acute:chronic workload ratio (ACWR) are associated with injury incidence, and to examine the differences in external load due to greater or lesser exposure to matches and the long-term effects of the load during a chronic seasonal period. Fifteen professional soccer players belonging to the squad of a European Champions League club were enrolled in this study. External training and match load were assessed from all athletes using a global positioning system (GPS). We calculated the uncoupled ACWR for 10 consecutive competitive microcycles. Injuries were identified and determined by the days of absence. The differences in external load were determined using a linear mixed-model approach. In addition to the null hypothesis testing, the effect size was calculated. Thirteen athletes who did not suffer an injury exceeded several times the critical threshold of an ACWR > 1.5. This is equivalent to 1 player exceeding the critical threshold for ACWR in total distance (TD), 2 players for ACWR at distance covered above moderate speed (MSD), 2 players for ACWR at distance covered above high speed (HSD), 2 players for ACWR at distance covered above very high speed (VHSD), and 2 players for ACWR in DC at sprint per week. One athlete experienced a non-contact muscle strain injury and another a contact -injury manifested as a concussion; both athletes document an ACWR <1.5 within the 4 weeks prior to the injury event. Players with lesser participation in official games covered lower TD (-19.6%, very-large ES), MSD (-24.8%, very-large ES), HSD (-25.1%, moderate ES), VHSD (-25.5%, moderate ES), and DC at sprint (-30.6%, moderate ES) over the course of the 10-weeks period in comparison with the players with greater participation in official games. The present study demonstrated that spikes in the ACWR were not related to a subsequent injury occurrence in professional soccer players. Differences in participation in official games caused significant imbalances in the chronic external loads between players in a squad, which should be minimized in training sessions in order to prevent substantial changes in workload for those who usually do not play.

摘要

本研究旨在确定急性与慢性工作量比值(ACWR)的峰值是否与损伤发生率相关,并研究因比赛暴露程度高低导致的外部负荷差异以及慢性赛季期间负荷的长期影响。本研究招募了15名隶属于一家欧洲冠军联赛俱乐部球队的职业足球运动员。使用全球定位系统(GPS)评估所有运动员的外部训练和比赛负荷。我们计算了连续10个竞争性微周期的非耦合ACWR。通过缺勤天数来识别和确定损伤情况。使用线性混合模型方法确定外部负荷的差异。除了进行零假设检验外,还计算了效应量。13名未受伤的运动员多次超过ACWR>1.5的临界阈值。这相当于1名运动员在总距离(TD)方面超过ACWR临界阈值,2名运动员在中等速度以上覆盖距离(MSD)方面超过ACWR临界阈值,2名运动员在高速以上覆盖距离(HSD)方面超过ACWR临界阈值,2名运动员在极高速以上覆盖距离(VHSD)方面超过ACWR临界阈值,以及2名运动员在每周冲刺距离(DC)方面超过ACWR临界阈值。一名运动员经历了非接触性肌肉拉伤,另一名运动员经历了表现为脑震荡的接触性损伤;两名运动员在损伤事件发生前4周内的ACWR均<1.5。与参加正式比赛较多的球员相比,参加正式比赛较少的球员在10周期间的TD(-19.6%,非常大的效应量)、MSD(-24.8%,非常大的效应量)、HSD(-25.1%,中等效应量)、VHSD(-25.5%,中等效应量)和冲刺DC(-30.6%,中等效应量)较低。本研究表明,ACWR的峰值与职业足球运动员随后的损伤发生无关。参加正式比赛的差异导致球队中球员之间慢性外部负荷出现显著不平衡,在训练课中应尽量减少这种不平衡,以防止那些通常不参赛的球员工作量发生大幅变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d9a4/7739681/61184dd92783/fspor-02-00075-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d9a4/7739681/a80de52fc994/fspor-02-00075-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d9a4/7739681/61184dd92783/fspor-02-00075-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d9a4/7739681/a80de52fc994/fspor-02-00075-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d9a4/7739681/61184dd92783/fspor-02-00075-g0002.jpg

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引用本文的文献

[1]
Investigating the effects of previous injury on subsequent training loads, physical fitness, and injuries in youth female basketball players.

Front Physiol. 2025-1-23

[2]
Enhancing Sports Injury Risk Assessment in Soccer Through Machine Learning and Training Load Analysis.

J Sports Sci Med. 2024-9

[3]
A novel approach for sports injury risk prediction: based on time-series image encoding and deep learning.

Front Physiol. 2023-12-18

[4]
Assessment of External Load During Matches in Two Consecutive Seasons Using the Mediacoach Video Analysis System in a Spanish Professional Soccer Team: Implications for Injury Prevention.

Int J Environ Res Public Health. 2021-1-27

本文引用的文献

[1]
What Role Do Chronic Workloads Play in the Acute to Chronic Workload Ratio? Time to Dismiss ACWR and Its Underlying Theory.

Sports Med. 2021-3

[2]
Analyzing Activity and Injury: Lessons Learned from the Acute:Chronic Workload Ratio.

Sports Med. 2020-7

[3]
No association between perceived exertion and session duration with hamstring injury occurrence in professional football.

Scand J Med Sci Sports. 2019-12-12

[4]
Relationship of Pre-season Training Load With In-Season Biochemical Markers, Injuries and Performance in Professional Soccer Players.

Front Physiol. 2019-4-12

[5]
Dissociation between changes in sprinting performance and Nordic hamstring strength in professional male football players.

PLoS One. 2019-3-14

[6]
Spikes in acute:chronic workload ratio (ACWR) associated with a 5-7 times greater injury rate in English Premier League football players: a comprehensive 3-year study.

Br J Sports Med. 2019-2-21

[7]
Monitoring Workload in Elite Female Basketball Players During the In-Season Phase: Weekly Fluctuations and Effect of Playing Time.

Int J Sports Physiol Perform. 2019-7-1

[8]
Internal and External Training Load: 15 Years On.

Int J Sports Physiol Perform. 2019-1-6

[9]
Quantification of a Professional Football Team's External Load Using a Microcycle Structure.

J Strength Cond Res. 2018-12

[10]
Can the workload-injury relationship be moderated by improved strength, speed and repeated-sprint qualities?

J Sci Med Sport. 2018-2-2

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