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Effects of Match-Related Contextual Factors on Weekly Load Responses in Professional Brazilian Soccer Players

Author

Listed:
  • Luiz Guilherme Cruz Gonçalves

    (Department of Performance Analysis, Botafogo Football Club S/A, Ribeirão Preto 14096-070, SP, Brazil
    Status On Sports (SOSports), Department of Science and Technology, Ribeirão Preto 14096-440, Brazil)

  • Carlos Augusto Kalva-Filho

    (Human Movement Research Laboratory, Post-graduate Program in Movement Sciences, São Paulo State University, Bauru 17033-360, Brazil)

  • Fábio Yuzo Nakamura

    (Associate Graduate Program in Physical Education UPE/UFPB, João Pessoa 58051-970, Brazil)

  • Vincenzo Rago

    (Portugal Football School, Portuguese Football Federation, 1495-433 Oeiras, Portugal
    Faculty of Health Sciences and Sports, Universidade Europeia, 1500-210 Lisbon, Portugal)

  • José Afonso

    (Centre for Research, Education, Innovation and Intervention in Sport, Faculty of Sport, University of Porto, 4200-450 Porto, Portugal)

  • Bruno Luiz de Souza Bedo

    (Post-Graduate Program in Rehabilitation and Functional Performance, Medical School of Ribeirão Preto, University of São Paulo, Ribeirão Preto 14049-900, Brazil)

  • Rodrigo Aquino

    (Research Group in Soccer Science, Department of Sports, Center of Physical Education and Sports, Federal University of Espírito Santo, Vitória 29075-910, Brazil)

Abstract

This study aimed to quantify the weekly training load distributions according to match location, opponent standard, and match outcome in professional soccer players. Rate-of-perceived-exertion-based training load (sRPE) and distance- and accelerometry-based measures were monitored daily during 52 training sessions and 11 matches performed by 23 players. Athletes who played ≥ 60 min during non-congested weeks were considered for data analysis. The training days close to away matches (e.g., one day before the match = MD-1) presented greater sRPE, distance-based volume measures, and mechanical work (player load) compared to the training days close to home matches ( p = 0.001–0.002; effect size (ES) = medium−large). The most distant days of the home matches (e.g., five days before the match = MD-5) presented higher internal and external loads than before away matches ( p = 0.002–0.003, ES = medium). Higher sRPE, distance-based volume measures, and mechanical work were found during the middle of the week (e.g., three days before the match, MD-3) before playing against bottom vs. medium-ranking teams ( p = 0.001–0.01, ES = small−medium). These metrics were lower in MD-5 before matches against bottom vs. medium-ranking opponents ( p = 0.001, ES = medium). Higher values of all external load measures were observed during the training session before winning matches (MD-1) compared to a draw or loss ( p < 0.001–0.001, ES = medium−large). In conclusion, the training load distribution throughout the week varied considerably according to match-contextual factors.

Suggested Citation

  • Luiz Guilherme Cruz Gonçalves & Carlos Augusto Kalva-Filho & Fábio Yuzo Nakamura & Vincenzo Rago & José Afonso & Bruno Luiz de Souza Bedo & Rodrigo Aquino, 2020. "Effects of Match-Related Contextual Factors on Weekly Load Responses in Professional Brazilian Soccer Players," IJERPH, MDPI, vol. 17(14), pages 1-13, July.
  • Handle: RePEc:gam:jijerp:v:17:y:2020:i:14:p:5163-:d:385882
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    References listed on IDEAS

    as
    1. Rodrigo Aquino & João Cláudio Machado & Filipe Manuel Clemente & Gibson Moreira Praça & Luiz Guilherme C. Gonçalves & Bruno Melli-Neto & João Victor S. Ferrari & Luiz H. Palucci Vieira & Enrico F. Pug, 2019. "Comparisons of ball possession, match running performance, player prominence and team network properties according to match outcome and playing formation during the 2018 FIFA World Cup," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 19(6), pages 1026-1037, November.
    2. Clemente, Filipe Manuel & Afonso, José & Castillo, Daniel & Arcos, Asier Los & Silva, Ana Filipa & Sarmento, Hugo, 2020. "The effects of small-sided soccer games on tactical behavior and collective dynamics: A systematic review," Chaos, Solitons & Fractals, Elsevier, vol. 134(C).
    3. Rodrigo Aquino & Luiz H. Palucci Vieira & Christopher Carling & Guilherme H. M. Martins & Isabella S. Alves & Enrico F. Puggina, 2017. "Effects of competitive standard, team formation and playing position on match running performance of Brazilian professional soccer players," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 17(5), pages 695-705, September.
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