Pathways for training load variations in sub-elite youth football players

Detalhes bibliográficos
Autor(a) principal: Teixeira, José Eduardo
Data de Publicação: 2022
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10348/11200
Resumo: Monitoring accumulated training load has become a research hot topic in youth football environments. However, emergent wearable and tracking tools appears to have created confusion in dose-response considerations due the availability of a high amount of data. Standardizing the classification of the load measures is vital to give meaningful in the different researches findings. Also, it is more critical than ever to turning these physiological and biomechanical data into relevant information with practical applications. Thus, this thesis aimed to: (i) review the state of the art about monitoring accumulated training and match load in football, especially in sub-elite settings; (ii) quantify the weekly training load and recovery variations performed by under-15, under17 and under-19 sub-elite football players; (iii) analyze the influence of chronological age, relative age, biological maturation status, training day, weekly microcycle and playing position on the accumulated training load and recovery status by U15, U17 and U19 sub-elite football players; (iv) examine the association between training load and recovery status in sub-elite youth football training; (iv) reduce the dimensionality of the biomechanical and physiological datasets, by a principal component approach, to describe and explain the accumulated training load pathways in youth sub-elite football training. The main conclusions of this thesis were that the accumulated training and match load variation seem to be influenced by the type of weekly schedule, player’s starting status, playing positions, age group, relative age, biological maturation status, training mode, and contextual factors. A high variation in the weekly loading distribution and a limited load variation during a competitive season. This evidence was pioneering observed in sub-elite youth training settings, reported by training load variation within age group, relative age, biological maturation, weekly microcycle, training day and playing position. Interaction effects between conditioning factors were also observed. Recovery status was positively correlated with acceleration output, as well a higher sRPE and RPE may be associated with smaller recovery state. Current thesis provides the first composite equations to assess the accumulated training load in sub-elite youth football expressed as explosiveness and impacts, high intensity running, heart bate-based measures, baseline characteristics and average running velocity.
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spelling Pathways for training load variations in sub-elite youth football playersworkloadmonitoringMonitoring accumulated training load has become a research hot topic in youth football environments. However, emergent wearable and tracking tools appears to have created confusion in dose-response considerations due the availability of a high amount of data. Standardizing the classification of the load measures is vital to give meaningful in the different researches findings. Also, it is more critical than ever to turning these physiological and biomechanical data into relevant information with practical applications. Thus, this thesis aimed to: (i) review the state of the art about monitoring accumulated training and match load in football, especially in sub-elite settings; (ii) quantify the weekly training load and recovery variations performed by under-15, under17 and under-19 sub-elite football players; (iii) analyze the influence of chronological age, relative age, biological maturation status, training day, weekly microcycle and playing position on the accumulated training load and recovery status by U15, U17 and U19 sub-elite football players; (iv) examine the association between training load and recovery status in sub-elite youth football training; (iv) reduce the dimensionality of the biomechanical and physiological datasets, by a principal component approach, to describe and explain the accumulated training load pathways in youth sub-elite football training. The main conclusions of this thesis were that the accumulated training and match load variation seem to be influenced by the type of weekly schedule, player’s starting status, playing positions, age group, relative age, biological maturation status, training mode, and contextual factors. A high variation in the weekly loading distribution and a limited load variation during a competitive season. This evidence was pioneering observed in sub-elite youth training settings, reported by training load variation within age group, relative age, biological maturation, weekly microcycle, training day and playing position. Interaction effects between conditioning factors were also observed. Recovery status was positively correlated with acceleration output, as well a higher sRPE and RPE may be associated with smaller recovery state. Current thesis provides the first composite equations to assess the accumulated training load in sub-elite youth football expressed as explosiveness and impacts, high intensity running, heart bate-based measures, baseline characteristics and average running velocity.A monitorização da carga acumulada de treino tornou-se um premente tópico de investigação em contextos de futebol juvenil. No entanto, as ferramentas emergentes, de tecnologia wearable e de rastreamento, parecem ter criado uma confusão nas considerações dose-resposta devido à grande quantidade de dados que gerem. A padronização da classificação das medidas de carga é vital para dar significado aos diferentes resultados publicados. De igual modo, transformar estes dados fisiológicos e biomecânicos em informações relevantes com aplicabilidade prática é um ponto crítico igualmente a considerar. Assim, a presente tese teve como objetivos: (i) rever o estado da arte sobre a monitorização da carga de treino e jogo no futebol, particularmente em contextos sub-elite; (ii) quantificar a carga de treino semanal e as variações do estado de recuperação em jogadores de futebol sub-elite dos escalões sub-15, sub-17 e sub19; (iii) analisar a influência da idade cronológica, idade relativa, estado de maturação biológica, dia de treino, microciclo semanal e posição em campo na carga de treino acumulada e no estado de recuperação em jogadores de futebol sub-elite dos escalões sub-15, sub-17 e sub-19; (iv) examinar a associação entre a carga de treino e o estado de recuperação no treino de futebol juvenil sub-elite; (iv) reduzir a dimensionalidade em conjuntos de dados biomecânicos e fisiológicos, através de uma abordagem de componentes principais, de forma a descrever e explanar os percursos de carga de treino acumulada em contextos de futebol juvenil e sub-elite. As principais conclusões da presente tese determinam que o treino acumulado e a variação da carga de jogo parecem ser influenciados pelo tipo de microciclo semanal, status de titularidade, posições de jogo, grupo etário, idade relativa, estado de maturação biológica, modalidade de treino e fatores contextuais. Verifica-se uma grande variação na distribuição da carga semanal e uma variação limitada da carga durante uma época competitiva. Esta evidência foi pioneiramente observada em contextos juvenis de treino sub-elite, relatada pela variação da carga de treino dentro do grupo etário, idade relativa, maturação biológica, microciclo semanal, dia de treino e posição de jogo. Foram também observados efeitos de interacção entre factores condicionantes. O estado de recuperação foi positivamente correlacionado com as variáveis de aceleração, assim como um maior sRPE e RPE pode estar associado a um menor estado de recuperação. A tese actual fornece as primeiras equações compostas para avaliar a carga de treino acumulada em futebol juvenil e sub-elite, expressa pela explosividade e impactos, deslocamentos de alta intensidade, medidas baseadas em frequência cardíaca, características basais dos jogadores e na velocidade média de deslocamento.2022-05-04T14:47:09Z2022-04-07T00:00:00Z2022-04-07doctoral thesisinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/10348/11200engTeixeira, José Eduardoinfo: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:RCAAP2024-03-24T03:31:31Zoai:repositorio.utad.pt:10348/11200Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-03-24T03:31:31Repositório 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 Pathways for training load variations in sub-elite youth football players
title Pathways for training load variations in sub-elite youth football players
spellingShingle Pathways for training load variations in sub-elite youth football players
Teixeira, José Eduardo
workload
monitoring
title_short Pathways for training load variations in sub-elite youth football players
title_full Pathways for training load variations in sub-elite youth football players
title_fullStr Pathways for training load variations in sub-elite youth football players
title_full_unstemmed Pathways for training load variations in sub-elite youth football players
title_sort Pathways for training load variations in sub-elite youth football players
author Teixeira, José Eduardo
author_facet Teixeira, José Eduardo
author_role author
dc.contributor.author.fl_str_mv Teixeira, José Eduardo
dc.subject.por.fl_str_mv workload
monitoring
topic workload
monitoring
description Monitoring accumulated training load has become a research hot topic in youth football environments. However, emergent wearable and tracking tools appears to have created confusion in dose-response considerations due the availability of a high amount of data. Standardizing the classification of the load measures is vital to give meaningful in the different researches findings. Also, it is more critical than ever to turning these physiological and biomechanical data into relevant information with practical applications. Thus, this thesis aimed to: (i) review the state of the art about monitoring accumulated training and match load in football, especially in sub-elite settings; (ii) quantify the weekly training load and recovery variations performed by under-15, under17 and under-19 sub-elite football players; (iii) analyze the influence of chronological age, relative age, biological maturation status, training day, weekly microcycle and playing position on the accumulated training load and recovery status by U15, U17 and U19 sub-elite football players; (iv) examine the association between training load and recovery status in sub-elite youth football training; (iv) reduce the dimensionality of the biomechanical and physiological datasets, by a principal component approach, to describe and explain the accumulated training load pathways in youth sub-elite football training. The main conclusions of this thesis were that the accumulated training and match load variation seem to be influenced by the type of weekly schedule, player’s starting status, playing positions, age group, relative age, biological maturation status, training mode, and contextual factors. A high variation in the weekly loading distribution and a limited load variation during a competitive season. This evidence was pioneering observed in sub-elite youth training settings, reported by training load variation within age group, relative age, biological maturation, weekly microcycle, training day and playing position. Interaction effects between conditioning factors were also observed. Recovery status was positively correlated with acceleration output, as well a higher sRPE and RPE may be associated with smaller recovery state. Current thesis provides the first composite equations to assess the accumulated training load in sub-elite youth football expressed as explosiveness and impacts, high intensity running, heart bate-based measures, baseline characteristics and average running velocity.
publishDate 2022
dc.date.none.fl_str_mv 2022-05-04T14:47:09Z
2022-04-07T00:00:00Z
2022-04-07
dc.type.driver.fl_str_mv doctoral thesis
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10348/11200
url http://hdl.handle.net/10348/11200
dc.language.iso.fl_str_mv eng
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instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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