In-season training responses and perceived wellbeing and recovery status in professional soccer players
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , , , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10174/30125 https://doi.org/10.1371/journal.pone.0254655 |
Resumo: | This study aimed to describe professional soccer players’ training responses during a com- petitive season and to investigate the relationship between these responses with wellbeing and recovery indices. Thirteen professional soccer players from the same Spanish Second Division team were monitored during a sixteen-week in-season period. Players’ external loads were analyzed using global positioning measurement units (GPS). Additionally, sub- jective reporting of sleep quality, sleep duration, fatigue, muscle soreness, and stress were assessed with a customized wellness questionnaire at the beginning of each training ses- sion. A two-step cluster analysis identified profiles of different training responses generally described as lower-demand sessions, intermediate-demand sessions, running-based ses- sions, and sprint-based sessions; which were discriminated by different total distance cov- ered and high-intensity actions. Interestingly, no probabilistic interactions were found between these training responses with wellbeing and recovery markers (i.e., Bayes factor < 1 suggesting no evidence, for all the variables). These findings may raise concerns about using self-reporting tools, as they show that players’ wellness data is probably not accounted for when coaching staff plan and optimize the training process. However, results should be interpreted with caution, due to representing a single team and coaching staff. |
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In-season training responses and perceived wellbeing and recovery status in professional soccer playersSportsFatigueRunningMusculoskeletal injuryComputer softwareSleepMathematical modelsMedical risk factorsThis study aimed to describe professional soccer players’ training responses during a com- petitive season and to investigate the relationship between these responses with wellbeing and recovery indices. Thirteen professional soccer players from the same Spanish Second Division team were monitored during a sixteen-week in-season period. Players’ external loads were analyzed using global positioning measurement units (GPS). Additionally, sub- jective reporting of sleep quality, sleep duration, fatigue, muscle soreness, and stress were assessed with a customized wellness questionnaire at the beginning of each training ses- sion. A two-step cluster analysis identified profiles of different training responses generally described as lower-demand sessions, intermediate-demand sessions, running-based ses- sions, and sprint-based sessions; which were discriminated by different total distance cov- ered and high-intensity actions. Interestingly, no probabilistic interactions were found between these training responses with wellbeing and recovery markers (i.e., Bayes factor < 1 suggesting no evidence, for all the variables). These findings may raise concerns about using self-reporting tools, as they show that players’ wellness data is probably not accounted for when coaching staff plan and optimize the training process. However, results should be interpreted with caution, due to representing a single team and coaching staff.Plos One2021-09-07T14:49:34Z2021-09-072021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/30125http://hdl.handle.net/10174/30125https://doi.org/10.1371/journal.pone.0254655porMateus, N., Gonçalves, B., Felipe, J. L., Sánchez-Sánchez, J., Garcia-Unanue, J., Weldon, A., & Sampaio, J. (2021). In-season training responses and perceived wellbeing and recovery status in professional soccer players. PLoS ONE, 16(7), e0254655. doi:10.1371/journal.pone.0254655https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0254655ndbgoncalves@uevora.ptndndndndnd251Mateus, NunoGonçalves, BrunoFelipe, Jose LuisSánchez-Sánchez, JavierGarcia-Unanue, JorgeWeldon, AnthonySampaio, Jaimeinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-03T19:27:30Zoai:dspace.uevora.pt:10174/30125Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:19:31.310728Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
In-season training responses and perceived wellbeing and recovery status in professional soccer players |
title |
In-season training responses and perceived wellbeing and recovery status in professional soccer players |
spellingShingle |
In-season training responses and perceived wellbeing and recovery status in professional soccer players Mateus, Nuno Sports Fatigue Running Musculoskeletal injury Computer software Sleep Mathematical models Medical risk factors |
title_short |
In-season training responses and perceived wellbeing and recovery status in professional soccer players |
title_full |
In-season training responses and perceived wellbeing and recovery status in professional soccer players |
title_fullStr |
In-season training responses and perceived wellbeing and recovery status in professional soccer players |
title_full_unstemmed |
In-season training responses and perceived wellbeing and recovery status in professional soccer players |
title_sort |
In-season training responses and perceived wellbeing and recovery status in professional soccer players |
author |
Mateus, Nuno |
author_facet |
Mateus, Nuno Gonçalves, Bruno Felipe, Jose Luis Sánchez-Sánchez, Javier Garcia-Unanue, Jorge Weldon, Anthony Sampaio, Jaime |
author_role |
author |
author2 |
Gonçalves, Bruno Felipe, Jose Luis Sánchez-Sánchez, Javier Garcia-Unanue, Jorge Weldon, Anthony Sampaio, Jaime |
author2_role |
author author author author author author |
dc.contributor.author.fl_str_mv |
Mateus, Nuno Gonçalves, Bruno Felipe, Jose Luis Sánchez-Sánchez, Javier Garcia-Unanue, Jorge Weldon, Anthony Sampaio, Jaime |
dc.subject.por.fl_str_mv |
Sports Fatigue Running Musculoskeletal injury Computer software Sleep Mathematical models Medical risk factors |
topic |
Sports Fatigue Running Musculoskeletal injury Computer software Sleep Mathematical models Medical risk factors |
description |
This study aimed to describe professional soccer players’ training responses during a com- petitive season and to investigate the relationship between these responses with wellbeing and recovery indices. Thirteen professional soccer players from the same Spanish Second Division team were monitored during a sixteen-week in-season period. Players’ external loads were analyzed using global positioning measurement units (GPS). Additionally, sub- jective reporting of sleep quality, sleep duration, fatigue, muscle soreness, and stress were assessed with a customized wellness questionnaire at the beginning of each training ses- sion. A two-step cluster analysis identified profiles of different training responses generally described as lower-demand sessions, intermediate-demand sessions, running-based ses- sions, and sprint-based sessions; which were discriminated by different total distance cov- ered and high-intensity actions. Interestingly, no probabilistic interactions were found between these training responses with wellbeing and recovery markers (i.e., Bayes factor < 1 suggesting no evidence, for all the variables). These findings may raise concerns about using self-reporting tools, as they show that players’ wellness data is probably not accounted for when coaching staff plan and optimize the training process. However, results should be interpreted with caution, due to representing a single team and coaching staff. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-09-07T14:49:34Z 2021-09-07 2021-01-01T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10174/30125 http://hdl.handle.net/10174/30125 https://doi.org/10.1371/journal.pone.0254655 |
url |
http://hdl.handle.net/10174/30125 https://doi.org/10.1371/journal.pone.0254655 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
Mateus, N., Gonçalves, B., Felipe, J. L., Sánchez-Sánchez, J., Garcia-Unanue, J., Weldon, A., & Sampaio, J. (2021). In-season training responses and perceived wellbeing and recovery status in professional soccer players. PLoS ONE, 16(7), e0254655. doi:10.1371/journal.pone.0254655 https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0254655 nd bgoncalves@uevora.pt nd nd nd nd nd 251 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
Plos One |
publisher.none.fl_str_mv |
Plos One |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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