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

BackgroundPrevious studies have shown that athletes accustomed to higher chronic workloads are less susceptible to injury than those exposed to lower chronic workloads. However, few studies have evaluated whether previous injury influences them. Therefore, this study investigated the impact of previ...

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Main Authors: Yuanqi Huang, Shaonan Wang, Changfei Li, Yukun Wang, Zhanshuang Bai, Binghao Lv, Yuheng Gui, Zhongjian Wei
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Physiology
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Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2025.1506611/full
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author Yuanqi Huang
Shaonan Wang
Changfei Li
Yukun Wang
Zhanshuang Bai
Zhanshuang Bai
Binghao Lv
Yuheng Gui
Zhongjian Wei
author_facet Yuanqi Huang
Shaonan Wang
Changfei Li
Yukun Wang
Zhanshuang Bai
Zhanshuang Bai
Binghao Lv
Yuheng Gui
Zhongjian Wei
author_sort Yuanqi Huang
collection DOAJ
description BackgroundPrevious studies have shown that athletes accustomed to higher chronic workloads are less susceptible to injury than those exposed to lower chronic workloads. However, few studies have evaluated whether previous injury influences them. Therefore, this study investigated the impact of previous injuries on subsequent training loads, physical fitness, and injury rates in female youth basketball players.MethodsTraining load, physical fitness, and injuries of 18 young female basketball players (age 16.8 ± 1.4 years) were monitored. Previous injury status was clustered using the K-means clustering algorithm to separate players into high-risk and low-risk groups. Linear mixed models were used to analyze the effects of previous injury status on subsequent training load and physical fitness. Meanwhile, the differences between the players’ injury groups were analyzed.ResultsPrevious injury status can significantly impact a player’s subsequent training loads, including acute loads, chronic loads, skill-based training loads, training monotony, and training strain (all p < 0.05). The two groups had no significant differences in physical fitness (all p > 0.05). Furthermore, the incidence of non-contact injuries was significantly higher in the high-risk group than low-risk group, which would result in more training time lost (all p < 0.05).ConclusionThis study identified the impact of previous injury status on subsequent training load, physical fitness, and injuries in youth female basketball players. These findings provide valuable insight for coaches to optimize training loads according to previous injury status, aiming to minimize the likelihood of subsequent injuries.
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spelling doaj-art-57d01457d8b04888bd238804a3d3bbec2025-01-23T06:56:22ZengFrontiers Media S.A.Frontiers in Physiology1664-042X2025-01-011610.3389/fphys.2025.15066111506611Investigating the effects of previous injury on subsequent training loads, physical fitness, and injuries in youth female basketball playersYuanqi Huang0Shaonan Wang1Changfei Li2Yukun Wang3Zhanshuang Bai4Zhanshuang Bai5Binghao Lv6Yuheng Gui7Zhongjian Wei8School of Physical Education and Sport Science, Fujian Normal University, Fuzhou, ChinaSchool of Physical Education and Sport Science, Fujian Normal University, Fuzhou, ChinaFujian Provincial Basketball and Volleyball Sports Management Center, Fuzhou, ChinaSchool of Sport and Recreation, Auckland University of Technology, Auckland, New ZealandFaculty of Sport Science and Technology, Bangkok Thonburi University, Bangkok, ThailandSchool of Tourism and Sports Health, Hezhou University, Hezhou, ChinaSchool of Physical Education and Sport Science, Fujian Normal University, Fuzhou, ChinaFujian Provincial Basketball and Volleyball Sports Management Center, Fuzhou, ChinaSchool of Teacher Education, Hezhou University, Hezhou, ChinaBackgroundPrevious studies have shown that athletes accustomed to higher chronic workloads are less susceptible to injury than those exposed to lower chronic workloads. However, few studies have evaluated whether previous injury influences them. Therefore, this study investigated the impact of previous injuries on subsequent training loads, physical fitness, and injury rates in female youth basketball players.MethodsTraining load, physical fitness, and injuries of 18 young female basketball players (age 16.8 ± 1.4 years) were monitored. Previous injury status was clustered using the K-means clustering algorithm to separate players into high-risk and low-risk groups. Linear mixed models were used to analyze the effects of previous injury status on subsequent training load and physical fitness. Meanwhile, the differences between the players’ injury groups were analyzed.ResultsPrevious injury status can significantly impact a player’s subsequent training loads, including acute loads, chronic loads, skill-based training loads, training monotony, and training strain (all p < 0.05). The two groups had no significant differences in physical fitness (all p > 0.05). Furthermore, the incidence of non-contact injuries was significantly higher in the high-risk group than low-risk group, which would result in more training time lost (all p < 0.05).ConclusionThis study identified the impact of previous injury status on subsequent training load, physical fitness, and injuries in youth female basketball players. These findings provide valuable insight for coaches to optimize training loads according to previous injury status, aiming to minimize the likelihood of subsequent injuries.https://www.frontiersin.org/articles/10.3389/fphys.2025.1506611/fulltraining loadphysical fitnessinjuryyouthbasketball
spellingShingle Yuanqi Huang
Shaonan Wang
Changfei Li
Yukun Wang
Zhanshuang Bai
Zhanshuang Bai
Binghao Lv
Yuheng Gui
Zhongjian Wei
Investigating the effects of previous injury on subsequent training loads, physical fitness, and injuries in youth female basketball players
Frontiers in Physiology
training load
physical fitness
injury
youth
basketball
title Investigating the effects of previous injury on subsequent training loads, physical fitness, and injuries in youth female basketball players
title_full Investigating the effects of previous injury on subsequent training loads, physical fitness, and injuries in youth female basketball players
title_fullStr Investigating the effects of previous injury on subsequent training loads, physical fitness, and injuries in youth female basketball players
title_full_unstemmed Investigating the effects of previous injury on subsequent training loads, physical fitness, and injuries in youth female basketball players
title_short Investigating the effects of previous injury on subsequent training loads, physical fitness, and injuries in youth female basketball players
title_sort investigating the effects of previous injury on subsequent training loads physical fitness and injuries in youth female basketball players
topic training load
physical fitness
injury
youth
basketball
url https://www.frontiersin.org/articles/10.3389/fphys.2025.1506611/full
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