Conditional-positional profile of Mexican soccer players: analysis across playing categories in Club Deportivo Guadalajara

Authors

  • Enrique Agustín Martinez Ruiz Club Internacional de Fútbol Miami
  • Adrián Cruz Ahuatzi Club Deportivo Guadalajara
  • Juan Manuel Melo Alvarado Club Deportivo Guadalajara
  • Gerard Piniés Penadés Club Deportivo Guadalajara
  • Edgar Rodolfo Capetillo Meléndez Club Deportivo Guadalajara
  • Roberto Rivera Miguel Club Deportivo Guadalajara
  • Eduardo Alex Gorgonio Barbosa Club Deportivo Guadalajara
  • Oscar Adán Cobián Becerra Club Deportivo Guadalajara
  • Sergio Domínguez Torres Club Deportivo Guadalajara

DOI:

https://doi.org/10.47197/retos.v71.115941

Keywords:

Conditional-positional profile, soccer, monitoring, external load, competitive demand

Abstract

Introduction: Professional soccer demands high physical and tactical performance, making it essential to monitor conditional-positional profiles to understand external load.

Objective: To identify and compare conditional-positional profiles of Mexican soccer players across different competitive stages at Club Deportivo Guadalajara.

Methodology: External load variables were analyzed during official matches, including total distance, m/min, HSR, sprints, HMLD, accelerations, decelerations, and maximum speed, including only players with more than 80 minutes of participation.

Results: Significant differences were observed across categories and positions. In the professional category, full-backs performed more sprints (15.3 ± 4.0) and center-forwards achieved greater HSR (670.5 ± 149.9 m). In the youth category, defensive midfielders covered the greatest distance (10092.7 ± 106.5 m). In the formative category, offensive midfielders excelled in decelerations (71.0 ± 11.2), wingers in sprints (15.4 ± 1.9) and decelerations (67.1 ± 1.5), and center-forwards in sprints (17.7 ± 4.1). Additionally, the professional category showed an 11.45% increase in total distance (10495.7 ± 416.8 m) and a 10% increase in intensity (110.5 ± 5.8 m/min) compared to the formative category, which reduced decelerations by 16.9%.

Discussion: Demands vary by category and position, with higher high-intensity efforts in offensive players and full-backs, and greater volume in youth midfielders. These differences highlight the importance of progressive training in formative stages to prevent overloads and optimize performance.

Conclusions: Position-specific analysis is recommended to guide planning and ensure that average values do not mask relevant differences.

Author Biographies

  • Enrique Agustín Martinez Ruiz, Club Internacional de Fútbol Miami

    Head of Strength & Conditioning

  • Adrián Cruz Ahuatzi, Club Deportivo Guadalajara

    Performance Area Coordinator

  • Juan Manuel Melo Alvarado, Club Deportivo Guadalajara

    Performance Coach, Tapatío

  • Gerard Piniés Penadés, Club Deportivo Guadalajara

    Performance Coach, U-23

  • Edgar Rodolfo Capetillo Meléndez, Club Deportivo Guadalajara

    Performance Coach, U19

  • Roberto Rivera Miguel, Club Deportivo Guadalajara

    Performance Coach, U23 & U-19

  • Eduardo Alex Gorgonio Barbosa, Club Deportivo Guadalajara

    Performance Coach, U16

  • Oscar Adán Cobián Becerra, Club Deportivo Guadalajara

    Performance Coach, U15

  • Sergio Domínguez Torres, Club Deportivo Guadalajara

    Performance Coach, Women's

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Published

03-09-2025

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Original Research Article

How to Cite

Martinez Ruiz, E. A., Cruz Ahuatzi, A., Melo Alvarado, J. M., Piniés Penadés, G., Capetillo Meléndez, E. R., Rivera Miguel, R., Gorgonio Barbosa, E. A., Cobián Becerra, O. A., & Domínguez Torres, S. (2025). Conditional-positional profile of Mexican soccer players: analysis across playing categories in Club Deportivo Guadalajara. Retos, 71, 770-779. https://doi.org/10.47197/retos.v71.115941