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Workload is associated with the occurrence of non-contact injuries in professional male soccer players: A pilot study
Injuries in professional soccer are a significant concern for teams, and they are caused amongst others by high training load. This cohort study describes the relationship between workload parameters and the occurrence of non-contact injuries, during weeks with high and low workload in professional...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9387591/ https://www.ncbi.nlm.nih.gov/pubmed/35992483 http://dx.doi.org/10.3389/fpsyg.2022.925722 |
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author | Nobari, Hadi Khalili, Sara Mahmoudzadeh Zamorano, Angel Denche Bowman, Thomas G. Granacher, Urs |
author_facet | Nobari, Hadi Khalili, Sara Mahmoudzadeh Zamorano, Angel Denche Bowman, Thomas G. Granacher, Urs |
author_sort | Nobari, Hadi |
collection | PubMed |
description | Injuries in professional soccer are a significant concern for teams, and they are caused amongst others by high training load. This cohort study describes the relationship between workload parameters and the occurrence of non-contact injuries, during weeks with high and low workload in professional soccer players throughout the season. Twenty-one professional soccer players aged 28.3 ± 3.9 yrs. who competed in the Iranian Persian Gulf Pro League participated in this 48-week study. The external load was monitored using global positioning system (GPS, GPSPORTS Systems Pty Ltd) and the type of injury was documented daily by the team's medical staff. Odds ratio (OR) and relative risk (RR) were calculated for non-contact injuries for high- and low-load weeks according to acute (AW), chronic (CW), acute to chronic workload ratio (ACWR), and AW variation (Δ-Acute) values. By using Poisson distribution, the interval between previous and new injuries were estimated. Overall, 12 non-contact injuries occurred during high load and 9 during low load weeks. Based on the variables ACWR and Δ-AW, there was a significantly increased risk of sustaining non-contact injuries (p < 0.05) during high-load weeks for ACWR (OR: 4.67), and Δ-AW (OR: 4.07). Finally, the expected time between injuries was significantly shorter in high load weeks for ACWR [1.25 vs. 3.33, rate ratio time (RRT)] and Δ-AW (1.33 vs. 3.45, RRT) respectively, compared to low load weeks. The risk of sustaining injuries was significantly larger during high workload weeks for ACWR, and Δ-AW compared with low workload weeks. The observed high OR in high load weeks indicate that there is a significant relationship between workload and occurrence of non-contact injuries. The predicted time to new injuries is shorter in high load weeks compared to low load weeks. Therefore, the frequency of injuries is higher during high load weeks for ACWR and Δ-AW. ACWR and Δ-AW appear to be good indicators for estimating the injury risk, and the time interval between injuries. |
format | Online Article Text |
id | pubmed-9387591 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93875912022-08-19 Workload is associated with the occurrence of non-contact injuries in professional male soccer players: A pilot study Nobari, Hadi Khalili, Sara Mahmoudzadeh Zamorano, Angel Denche Bowman, Thomas G. Granacher, Urs Front Psychol Psychology Injuries in professional soccer are a significant concern for teams, and they are caused amongst others by high training load. This cohort study describes the relationship between workload parameters and the occurrence of non-contact injuries, during weeks with high and low workload in professional soccer players throughout the season. Twenty-one professional soccer players aged 28.3 ± 3.9 yrs. who competed in the Iranian Persian Gulf Pro League participated in this 48-week study. The external load was monitored using global positioning system (GPS, GPSPORTS Systems Pty Ltd) and the type of injury was documented daily by the team's medical staff. Odds ratio (OR) and relative risk (RR) were calculated for non-contact injuries for high- and low-load weeks according to acute (AW), chronic (CW), acute to chronic workload ratio (ACWR), and AW variation (Δ-Acute) values. By using Poisson distribution, the interval between previous and new injuries were estimated. Overall, 12 non-contact injuries occurred during high load and 9 during low load weeks. Based on the variables ACWR and Δ-AW, there was a significantly increased risk of sustaining non-contact injuries (p < 0.05) during high-load weeks for ACWR (OR: 4.67), and Δ-AW (OR: 4.07). Finally, the expected time between injuries was significantly shorter in high load weeks for ACWR [1.25 vs. 3.33, rate ratio time (RRT)] and Δ-AW (1.33 vs. 3.45, RRT) respectively, compared to low load weeks. The risk of sustaining injuries was significantly larger during high workload weeks for ACWR, and Δ-AW compared with low workload weeks. The observed high OR in high load weeks indicate that there is a significant relationship between workload and occurrence of non-contact injuries. The predicted time to new injuries is shorter in high load weeks compared to low load weeks. Therefore, the frequency of injuries is higher during high load weeks for ACWR and Δ-AW. ACWR and Δ-AW appear to be good indicators for estimating the injury risk, and the time interval between injuries. Frontiers Media S.A. 2022-08-04 /pmc/articles/PMC9387591/ /pubmed/35992483 http://dx.doi.org/10.3389/fpsyg.2022.925722 Text en Copyright © 2022 Nobari, Khalili, Zamorano, Bowman and Granacher. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Nobari, Hadi Khalili, Sara Mahmoudzadeh Zamorano, Angel Denche Bowman, Thomas G. Granacher, Urs Workload is associated with the occurrence of non-contact injuries in professional male soccer players: A pilot study |
title | Workload is associated with the occurrence of non-contact injuries in professional male soccer players: A pilot study |
title_full | Workload is associated with the occurrence of non-contact injuries in professional male soccer players: A pilot study |
title_fullStr | Workload is associated with the occurrence of non-contact injuries in professional male soccer players: A pilot study |
title_full_unstemmed | Workload is associated with the occurrence of non-contact injuries in professional male soccer players: A pilot study |
title_short | Workload is associated with the occurrence of non-contact injuries in professional male soccer players: A pilot study |
title_sort | workload is associated with the occurrence of non-contact injuries in professional male soccer players: a pilot study |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9387591/ https://www.ncbi.nlm.nih.gov/pubmed/35992483 http://dx.doi.org/10.3389/fpsyg.2022.925722 |
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