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Kinematic Analysis of the Postural Demands in Professional Soccer Match Play Using Inertial Measurement Units

The development of wearable sensors has allowed the analysis of trunk kinematics in match play, which is necessary for a better understanding of the postural demands of the players. The aims of this study were to analyze the postural demands of professional soccer players by playing position. A long...

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Autores principales: Oliva-Lozano, José M., Maraver, Elisa F., Fortes, Víctor, Muyor, José M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7659945/
https://www.ncbi.nlm.nih.gov/pubmed/33105576
http://dx.doi.org/10.3390/s20215971
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author Oliva-Lozano, José M.
Maraver, Elisa F.
Fortes, Víctor
Muyor, José M.
author_facet Oliva-Lozano, José M.
Maraver, Elisa F.
Fortes, Víctor
Muyor, José M.
author_sort Oliva-Lozano, José M.
collection PubMed
description The development of wearable sensors has allowed the analysis of trunk kinematics in match play, which is necessary for a better understanding of the postural demands of the players. The aims of this study were to analyze the postural demands of professional soccer players by playing position. A longitudinal study for 13 consecutive microcycles, which included one match per microcycle, was conducted. Wearable sensors with inertial measurement units were used to collect the percentage (%) of playing time spent and G-forces experienced in different trunk inclinations and the inclination required for different speeds thresholds. The inclination zone had a significant effect on the time percentage spent on each zone (p < 0.001, partial eta-squared (ηp(2) = 0.85) and the G-forces experienced by the players (p < 0.001, ηp(2) = 0.24). Additionally, a significant effect of the speed variable on the trunk inclination zones was found, since trunk flexion increased with greater speeds (p < 0.001; ηp(2) = 0.73), except for midfielders. The players spent most of the time in trunk flexion between 20° and 40°; the greatest G-forces were observed in trunk extension zones between 0° and 30°, and a linear relationship between trunk inclination and speed was found. This study presents a new approach for the analysis of players’ performance. Given the large volumes of trunk flexion and the interaction of playing position, coaches are recommended to incorporate position-specific training drills aimed to properly prepare the players for the perception-action demands (i.e., visual exploration and decision-making) of the match, as well as trunk strength exercises and other compensatory strategies before and after the match.
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spelling pubmed-76599452020-11-13 Kinematic Analysis of the Postural Demands in Professional Soccer Match Play Using Inertial Measurement Units Oliva-Lozano, José M. Maraver, Elisa F. Fortes, Víctor Muyor, José M. Sensors (Basel) Article The development of wearable sensors has allowed the analysis of trunk kinematics in match play, which is necessary for a better understanding of the postural demands of the players. The aims of this study were to analyze the postural demands of professional soccer players by playing position. A longitudinal study for 13 consecutive microcycles, which included one match per microcycle, was conducted. Wearable sensors with inertial measurement units were used to collect the percentage (%) of playing time spent and G-forces experienced in different trunk inclinations and the inclination required for different speeds thresholds. The inclination zone had a significant effect on the time percentage spent on each zone (p < 0.001, partial eta-squared (ηp(2) = 0.85) and the G-forces experienced by the players (p < 0.001, ηp(2) = 0.24). Additionally, a significant effect of the speed variable on the trunk inclination zones was found, since trunk flexion increased with greater speeds (p < 0.001; ηp(2) = 0.73), except for midfielders. The players spent most of the time in trunk flexion between 20° and 40°; the greatest G-forces were observed in trunk extension zones between 0° and 30°, and a linear relationship between trunk inclination and speed was found. This study presents a new approach for the analysis of players’ performance. Given the large volumes of trunk flexion and the interaction of playing position, coaches are recommended to incorporate position-specific training drills aimed to properly prepare the players for the perception-action demands (i.e., visual exploration and decision-making) of the match, as well as trunk strength exercises and other compensatory strategies before and after the match. MDPI 2020-10-22 /pmc/articles/PMC7659945/ /pubmed/33105576 http://dx.doi.org/10.3390/s20215971 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Oliva-Lozano, José M.
Maraver, Elisa F.
Fortes, Víctor
Muyor, José M.
Kinematic Analysis of the Postural Demands in Professional Soccer Match Play Using Inertial Measurement Units
title Kinematic Analysis of the Postural Demands in Professional Soccer Match Play Using Inertial Measurement Units
title_full Kinematic Analysis of the Postural Demands in Professional Soccer Match Play Using Inertial Measurement Units
title_fullStr Kinematic Analysis of the Postural Demands in Professional Soccer Match Play Using Inertial Measurement Units
title_full_unstemmed Kinematic Analysis of the Postural Demands in Professional Soccer Match Play Using Inertial Measurement Units
title_short Kinematic Analysis of the Postural Demands in Professional Soccer Match Play Using Inertial Measurement Units
title_sort kinematic analysis of the postural demands in professional soccer match play using inertial measurement units
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7659945/
https://www.ncbi.nlm.nih.gov/pubmed/33105576
http://dx.doi.org/10.3390/s20215971
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