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Relationships Between Training Workload Parameters with Variations in Anaerobic Power and Change of Direction Status in Elite Youth Soccer Players

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  • Hadi Nobari

    (Department of Exercise Physiology, Faculty of Sport Sciences, University of Isfahan, Isfahan 81746-7344, Iran
    Sports Scientist, Sepahan Football Club, Isfahan 81887-78473, Iran)

  • Luis Felipe Tubagi Polito

    (Departamento de Educação Física, Universidade São Judas Tadeu, Av. Vital Brasil, São Paulo 03321-001, Brazil)

  • Filipe Manuel Clemente

    (Escola Superior Desporto e Lazer, Instituto Politécnico de Viana do Castelo, Rua Escola Industrial Comercial de Nun’Álvares, 4900-347 Viana do Castelo, Portugal)

  • Jorge Pérez-Gómez

    (Health, Economy, Motricity, and Education (HEME) Research Group, Faculty of Sport Sciences, University of Extremadura, 10003 Cáceres, Spain)

  • Mina Ahmadi

    (Department of Exercise Physiology, Faculty of Sport Sciences, University of Isfahan, Isfahan 81746-7344, Iran)

  • Miguel Ángel Garcia-Gordillo

    (Facultad de Administración y Negocios, Universidad Autónoma de Chile, Sede Talca 3467987, Chile)

  • Ana Filipa Silva

    (Escola Superior Desporto e Lazer, Instituto Politécnico de Viana do Castelo, Rua Escola Industrial Comercial de Nun’Álvares, 4900-347 Viana do Castelo, Portugal
    Núcleo de Investigação (N2i), Polytechnic Institute of Maia, 4475-690 Maia, Portugal
    The Research Centre in Sports Sciences, Health Sciences and Human Development (CIDESD), 5001-801 Vila Real, Portugal)

  • Jose Carmelo Adsuar

    (Health, Economy, Motricity, and Education (HEME) Research Group, Faculty of Sport Sciences, University of Extremadura, 10003 Cáceres, Spain)

Abstract

The purpose of this study was to test the relationships between training workload (WL) parameters with variations in anaerobic power and change of direction (COD) in under-16 soccer players. Twenty-three elite players under 16 years were daily monitored for their WL across 20 weeks during the competition soccer season. Additionally, players were assessed three times for anthropometric, body composition, COD, and anaerobic power. A correlational analysis between the mean differences between assessments and accumulated WL parameters were conducted. Moreover, a regression analysis was executed to explain the variations in the percentage of change in fitness levels considering the accumulated WL parameters and peak height velocity. The accumulated daily loads during one week showed a large and a moderate correlation with peak power and COD at different periods of the season. Regression analysis showed no significant predictions for COD ( F (12, 10) = 1.2, p = 0.41) prediction, acute load ( F (12, 10) = 0.63, p = 0.78), or chronic load ( F (12, 10) = 0.59, p = 0.81). In conclusion, it may be assumed that the values of the chronic workload and the accumulated training monotony can be used to better explain the physical capacities of young soccer players, suggesting the importance of psychophysiological instruments to identify the effects of the training process in this population.

Suggested Citation

  • Hadi Nobari & Luis Felipe Tubagi Polito & Filipe Manuel Clemente & Jorge Pérez-Gómez & Mina Ahmadi & Miguel Ángel Garcia-Gordillo & Ana Filipa Silva & Jose Carmelo Adsuar, 2020. "Relationships Between Training Workload Parameters with Variations in Anaerobic Power and Change of Direction Status in Elite Youth Soccer Players," IJERPH, MDPI, vol. 17(21), pages 1-15, October.
  • Handle: RePEc:gam:jijerp:v:17:y:2020:i:21:p:7934-:d:436669
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    References listed on IDEAS

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    1. Hadi Nobari & Rafael Oliveira & Filipe Manuel Clemente & Jose Carmelo Adsuar & Jorge Pérez-Gómez & Jorge Carlos-Vivas & João Paulo Brito, 2020. "Comparisons of Accelerometer Variables Training Monotony and Strain of Starters and Non-Starters: A Full-Season Study in Professional Soccer Players," IJERPH, MDPI, vol. 17(18), pages 1-14, September.
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    Cited by:

    1. Hadi Nobari & Rui Silva & Filipe Manuel Clemente & Zeki Akyildiz & Luca Paolo Ardigò & Jorge Pérez-Gómez, 2021. "Weekly Variations in the Workload of Turkish National Youth Wrestlers: A Season of Complete Preparation," IJERPH, MDPI, vol. 18(7), pages 1-14, April.
    2. Elena Pardos-Mainer & Chris Bishop & Oliver Gonzalo-Skok & Hadi Nobari & Jorge Pérez-Gómez & Demetrio Lozano, 2021. "Associations between Inter-Limb Asymmetries in Jump and Change of Direction Speed Tests and Physical Performance in Adolescent Female Soccer Players," IJERPH, MDPI, vol. 18(7), pages 1-13, March.
    3. Hadi Nobari & Mustafa Sögüt & Rafael Oliveira & Jorge Pérez-Gómez & Katsuhiko Suzuki & Hassane Zouhal, 2021. "Wearable Inertial Measurement Unit to Accelerometer-Based Training Monotony and Strain during a Soccer Season: A within-Group Study for Starters and Non-Starters," IJERPH, MDPI, vol. 18(15), pages 1-12, July.
    4. Hadi Nobari & Ana Ruivo Alves & Hamed Haghighi & Filipe Manuel Clemente & Jorge Carlos-Vivas & Jorge Pérez-Gómez & Luca Paolo Ardigò, 2021. "Association between Training Load and Well-Being Measures in Young Soccer Players during a Season," IJERPH, MDPI, vol. 18(9), pages 1-14, April.
    5. Ioan Turcu & Bogdan Oancea & Mihaela Chicomban & Gabriel Simion & Sorin Simon & Codruța Ioana Negriu Tiuca & Mircea Nicolae Ordean & Alexandru Gabriel Petrovici & Nicoleta Adina Nicolescu Șeușan & Pet, 2022. "Effect of 8-Week β-Alanine Supplementation on CRP, IL-6, Body Composition, and Bio-Motor Abilities in Elite Male Basketball Players," IJERPH, MDPI, vol. 19(20), pages 1-13, October.
    6. Joanna Jastrzębska & Maria Skalska & Łukasz Radzimiński & Agnieszka Niewiadomska & Artur Myśliwiec & Guillermo F. López-Sánchez & Michał Brzeziański & Thomas Rosemann & Beat Knechtle, 2021. "Seasonal Changes in 25(OH)D Concentration in Young Soccer Players—Implication for Bone Resorption Markers and Physical Performance," IJERPH, MDPI, vol. 18(6), pages 1-13, March.
    7. Rafael Oliveira & Ruben Francisco & Renato Fernandes & Alexandre Martins & Hadi Nobari & Filipe Manuel Clemente & João Paulo Brito, 2021. "In-Season Body Composition Effects in Professional Women Soccer Players," IJERPH, MDPI, vol. 18(22), pages 1-10, November.

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