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dc.contributor.author
Claudino, João Gustavo
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Cardoso Filho, Carlos Alberto
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Boullosa, Daniel
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Lima Alves, Adriano
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Rejano Carrion, Gustavo
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Gianoni, Rodrigo Luiz da Silva
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Guimarães, Rodrigo Dos Santos
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Ventura, Fúlvio Martins
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Araujo, André Luiz Costa
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del Rosso, Sebastián
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Afonso, José
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Serrão, Julio Cerca
dc.date.available
2022-02-24T11:52:53Z
dc.date.issued
2021-07
dc.identifier.citation
Claudino, João Gustavo; Cardoso Filho, Carlos Alberto; Boullosa, Daniel; Lima Alves, Adriano; Rejano Carrion, Gustavo; et al.; The role of veracity on the load monitoring of professional soccer players: A systematic review in the face of the big data era; MDPI; Applied Sciences; 11; 14; 7-2021; 1-19
dc.identifier.uri
http://hdl.handle.net/11336/152647
dc.description.abstract
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 to data 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 load monitoring tools and the associated parameters used in professional soccer. Ninety-four studies were finally 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 from these tools. Thus, data veracity was found for 54% of tools and 23% of parameters. The current information will assist in the selection of the most appropriate tools and parameters to be used for load monitoring with traditional and Big Data approaches while identifying those still requiring the analysis of their veracity metrics or their improvement to acceptable veracity levels.
dc.format
application/pdf
dc.language.iso
eng
dc.publisher
MDPI
dc.rights
info:eu-repo/semantics/openAccess
dc.rights.uri
https://creativecommons.org/licenses/by/2.5/ar/
dc.subject
DATA ANALYTICS
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FITNESS
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ILLNESS
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INJURY
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PERFORMANCE
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RECOVERY
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Ciencias del Deporte
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Ciencias de la Salud
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CIENCIAS MÉDICAS Y DE LA SALUD
dc.title
The role of veracity on the load monitoring of professional soccer players: A systematic review in the face of the big data era
dc.type
info:eu-repo/semantics/article
dc.type
info:ar-repo/semantics/artículo
dc.type
info:eu-repo/semantics/publishedVersion
dc.date.updated
2022-02-22T15:52:34Z
dc.identifier.eissn
2076-3417
dc.journal.volume
11
dc.journal.number
14
dc.journal.pagination
1-19
dc.journal.pais
Suiza
dc.journal.ciudad
Basilea
dc.description.fil
Fil: Claudino, João Gustavo. Universidade de Sao Paulo; Brasil. Load Control; Brasil
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Fil: Cardoso Filho, Carlos Alberto. Universidade de Sao Paulo; Brasil
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Fil: Boullosa, Daniel. James Cook University; Australia. Universidade Federal do Mato Grosso do Sul; Brasil. iLOAD Solutions; Brasil
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Fil: Lima Alves, Adriano. Fortaleza Esporte Clube; Brasil
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Fil: Rejano Carrion, Gustavo. Universidade de Sao Paulo; Brasil
dc.description.fil
Fil: Gianoni, Rodrigo Luiz da Silva. Load Control; Brasil
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Fil: Guimarães, Rodrigo Dos Santos. Universidad de Extremadura; Brasil. América Futebol Clube; Brasil
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Fil: Ventura, Fúlvio Martins. Guarani Futebol Clube; Brasil
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Fil: Araujo, André Luiz Costa. Goiás Esporte Clube; Brasil
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Fil: del Rosso, Sebastián. Universidad Nacional de Córdoba. Facultad de Medicina. Escuela de Nutrición; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba; Argentina
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Fil: Afonso, José. Universidad de Porto; Portugal
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Fil: Serrão, Julio Cerca. Universidade de Sao Paulo; Brasil
dc.journal.title
Applied Sciences
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://www.mdpi.com/2076-3417/11/14/6479
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/https://doi.org/10.3390/app11146479
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