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Predictive modelling of the physical demands during training and competition in professional soccer players.
Giménez, J V; Jiménez-Linares, L; Leicht, A S; Gómez, M A.
Afiliación
  • Giménez JV; Faculty of Sport Sciences, Universidad Europea de Madrid, Spain. Electronic address: jesus.gimenezdegalanes@universidadeuropea.es.
  • Jiménez-Linares L; School Computer Science, Department of Information Technologies and Systems, University of Castilla-la Mancha, Spain.
  • Leicht AS; Sport and Exercise Science, James Cook University, Australia.
  • Gómez MA; Faculty of Physical Activity and Sport Sciences, Polytechnic University of Madrid, Spain.
J Sci Med Sport ; 23(6): 603-608, 2020 Jun.
Article en En | MEDLINE | ID: mdl-31919035
OBJECTIVES: The present study aimed to predict the cut-off point-values that best differentiate the physical demands of training and competition tasks including friendly matches (FM), small sided games (SSG), large sided games (LSG), mini-goal games (MG) and ball circuit-training (CT) in professional soccer players. DESIGN: Experimental randomized controlled trial. METHODS: Fourteen professional players participated in all tasks with the CT, SSG and MG consisting of 8 repetitions of 4-min game play, interspersed by 2-min of active recovery. The training data were compared to the first 32-min of the LSG and two competitive FM per player. All movement patterns from walking to sprint running were recorded using 10Hz GPS devices while player perception of exertion was recorded via a visual analogue scale, post-task. Decision tree induction was applied to the dataset to assess the cut-off point-values from four training drills (SSG, LSG, MG, and CT) and FM for every parameter combination. RESULTS: Distance covered during jogging (2.3-3.3m/s; >436m), number of decelerations (≤730.5) and accelerations (≤663), and maximum velocity reached (>5.48m/s) characterized the physical demands during competition (FM) with great variability amongst training drills. CONCLUSION: The use of these novel, cut-off points may aid coaches in the design and use of training drills to accurately prepare athletes for soccer competition.
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Carrera / Fútbol / Carga de Trabajo / Rendimiento Atlético / Acondicionamiento Físico Humano Tipo de estudio: Clinical_trials / Prognostic_studies / Risk_factors_studies Límite: Adult / Humans / Male Idioma: En Revista: J Sci Med Sport Asunto de la revista: MEDICINA ESPORTIVA Año: 2020 Tipo del documento: Article Pais de publicación: Australia
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Carrera / Fútbol / Carga de Trabajo / Rendimiento Atlético / Acondicionamiento Físico Humano Tipo de estudio: Clinical_trials / Prognostic_studies / Risk_factors_studies Límite: Adult / Humans / Male Idioma: En Revista: J Sci Med Sport Asunto de la revista: MEDICINA ESPORTIVA Año: 2020 Tipo del documento: Article Pais de publicación: Australia