RT info:eu-repo/semantics/article
T1 The Role of Veracity on the Load Monitoring of Professional Soccer Players: A Systematic Review in the Face of the Big Data Era
A1 Claudino, João Gustavo
A1 Cardoso Filho, Carlos Alberto
A1 Lima-Alves, Adriano
A1 Carrion, Gustavo Rejano
A1 GianonI, Rodrigo Luiz da Silva
A1 Guimarães, Rodrigo dos Santos
A1 Ventura, Fúlvio Martins
A1 Araujo, André Luiz Costa
A1 Del Rosso, Sebastián
A1 Afonso, José
A1 Serrão, Julio Cerca
A1 Boullosa Álvarez, Daniel Alexandre
A2 Educacion Fisica y Deportiva
K1 Educación Física
K1 Data Analytics
K1 Fitness
K1 Illness
K1 Injury
K1 Performance
K1 Recovery
AB [EN] Big Data has real value when the veracity of the collected data has been previously identified.However, data veracity for load monitoring in professional soccer players has not been analyzed yet.This systematic review aims to evaluate the current evidence from the scientific literature related todata veracity for load monitoring in professional soccer. Systematic searches through the PubMed,Scopus, and Web of Science databases were conducted for reports onthe data veracity of diverse loadmonitoring tools and the associated parameters used in professional soccer. Ninety-four studies werefinally included in the review, with 39 different tools used and 578 associated parameters identified.The pooled sample consisted of 2066 footballers (95% male: 24 ± 3 years and 5% female: 24 ± 1 years).Seventy-three percent of these studies did not report veracity metrics for anyof the parameters fromthese tools. Thus, data veracity was found for 54% of tools and 23% of parameters. The currentinformation will assist in the selection of the most appropriate tools and parameters to be used forload monitoring with traditional and Big Data approaches while identifying those still requiring theanalysis of their veracity metrics or their improvement to acceptable veracity levels.
PB MDPI
LK https://hdl.handle.net/10612/19045
UL https://hdl.handle.net/10612/19045
NO Claudino, J. G.; Cardoso Filho, C. A.; Lima-Alves, A.; Carrion, G. R.; GianonI, R. L. D. S.; Guimarães, R. D. S.; Ventura, F. M.; Araujo, A. L. C.; Del Rosso, S.; Afonso, J.; Serrão, J. C.; Boullosa Álvarez, D. A. (2021). The Role of Veracity on the Load Monitoring of Professional Soccer Players: A Systematic Review in the Face of the Big Data Era. Applied Sciences, 11
DS BULERIA. Repositorio Institucional de la Universidad de León
RD 17-jun-2024