David Lobo-Triviño, Tomás García-Calvo, Jorge Polo-Tejada, Borja Sanabria-Pino, Roberto López Del Campo, Fabio Nevado-Garrosa, Javier Raya-González
{"title":"Analyzing Positional and Temporal Variations in Worst-Case Scenario Demands in Professional Spanish Soccer.","authors":"David Lobo-Triviño, Tomás García-Calvo, Jorge Polo-Tejada, Borja Sanabria-Pino, Roberto López Del Campo, Fabio Nevado-Garrosa, Javier Raya-González","doi":"10.3390/jfmk10020172","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>This study aimed to compare the worst-case scenario (WCS; i.e., 1-min) demands, in terms of distance covered and the number of times exceeding 85% of WCS demands, across soccer playing positions and match periods.</p><p><strong>Methods: </strong>A total of 67,518 records from 380 soccer matches during the 2023/24 season of the First Spanish Division were collected. Match events were tracked using the optical tracking system ChyronHego<sup>®</sup> (TRACAB Gen5, NY, USA) and synchronized with Mediacoach software (LaLiga, Madrid, Spain). Total distance (TD), very high-speed running (VHSR), and sprint distance were considered, and all analyses were performed using linear mixed models (LMM).</p><p><strong>Results: </strong>Center-backs (CBs) exhibited significant differences (<i>p</i> < 0.001) in TD compared to all other positions. Regarding actions exceeding 85% of the 1-min WCS for TD, full-backs (FBs) showed significant differences compared to CBs (<i>p</i> < 0.001), midfielders (MDs; <i>p</i> < 0.001), and attacking midfielders (AMs; <i>p</i> < 0.001). In terms of VHSR, significant differences were observed between MDs and wingers (Ws; <i>p</i> < 0.05). In relation to match periods, during 15-30, CBs demonstrated significant differences compared to all other positions for actions exceeding 85% of the 1-min WCS in TD.</p><p><strong>Conclusions: </strong>These findings suggest that training protocols could be adjusted to account for specific positional demands, particularly focusing on high-speed running and sprint actions.</p>","PeriodicalId":16052,"journal":{"name":"Journal of Functional Morphology and Kinesiology","volume":"10 2","pages":""},"PeriodicalIF":2.5000,"publicationDate":"2025-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12101334/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Functional Morphology and Kinesiology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/jfmk10020172","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"SPORT SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Objectives: This study aimed to compare the worst-case scenario (WCS; i.e., 1-min) demands, in terms of distance covered and the number of times exceeding 85% of WCS demands, across soccer playing positions and match periods.
Methods: A total of 67,518 records from 380 soccer matches during the 2023/24 season of the First Spanish Division were collected. Match events were tracked using the optical tracking system ChyronHego® (TRACAB Gen5, NY, USA) and synchronized with Mediacoach software (LaLiga, Madrid, Spain). Total distance (TD), very high-speed running (VHSR), and sprint distance were considered, and all analyses were performed using linear mixed models (LMM).
Results: Center-backs (CBs) exhibited significant differences (p < 0.001) in TD compared to all other positions. Regarding actions exceeding 85% of the 1-min WCS for TD, full-backs (FBs) showed significant differences compared to CBs (p < 0.001), midfielders (MDs; p < 0.001), and attacking midfielders (AMs; p < 0.001). In terms of VHSR, significant differences were observed between MDs and wingers (Ws; p < 0.05). In relation to match periods, during 15-30, CBs demonstrated significant differences compared to all other positions for actions exceeding 85% of the 1-min WCS in TD.
Conclusions: These findings suggest that training protocols could be adjusted to account for specific positional demands, particularly focusing on high-speed running and sprint actions.