‘Do the Competitions Played During Congested Weeks Influence the External Load of Spanish Soccer Teams? Analysis by Match Playing Time’

Author: David Lobo Triviño et al.
Journal: Sports Medicine – Open (2026)

As soccer schedules become increasingly packed, coaches at the highest level face a perennial dilemma: how to manage player load without sacrificing performance. A landmark 2026 study published in Sports Medicine – Open provides a roadmap for this challenge by analyzing 120 players from Spain’s top five LaLiga teams during the 2023/24 season. Unlike previous research that treats all “congested” weeks the same, this study breaks down the physical demands based on the type of competition (Champions League, Copa del Rey, or LaLiga) and individual playing time.

The Big Picture: Congested vs. Non-Congested Weeks

The data confirms that players inherently change their behavior when facing two matches in a week (congested, or CON) versus one (non-congested, or NCON). Interestingly, total distance (TD) doesn’t always drop during busy periods; instead, the intensity profile shifts.

  • The Pacing Strategy: Players in congested weeks actually cover more distance at very low and low speeds compared to single-match weeks.
  • Why it happens: Researchers believe this is a conscious or subconscious “pacing strategy” where players increase walking and jogging volume to preserve energy for critical high-intensity bursts.
Not All Competitions Are Equal

The most striking finding for coaches is that the midweek tournament dictates the physical “tax” paid in the subsequent weekend match.

  • The Champions League (UCL) “Intensity Paradox”: Weeks featuring UCL matches actually saw lower total distance compared to Cup or League weeks. However, these weeks recorded higher acceleration (ACC) values.
    • Coaching Insight: UCL matches are more tactically demanding and involve higher-level opposition, leading to a “stop-start” intensity rather than pure volume.
  • The Cup (Copa del Rey) “Freshness Factor”: Weeks involving Cup matches showed significantly higher metrics for High Metabolic Load Distance (HMLD) and very high-speed running (VHSR).
    • Coaching Insight: This is likely due to squad rotation. When coaches rotate heavily for Cup games, the “fresh legs” entering the weekend match are capable of much higher intensity.
The “Non-Starter” Power Surge

The study categorized players into four groups: Starters (>150 min/week), Replaced (95–149 min), Fringe (60–94 min), and Non-Starters (0–59 min) .

  • High-Intensity Output: “Non-Starters” (players with limited minutes) recorded significantly higher relative high-intensity efforts (VHSR and HMLD) than regular starters, particularly during Cup weeks.
  • Maximum Speed Gap: While these fringe players provide high-intensity volume, they reached lower maximum speeds than starters. This suggests that while they are “busy” on the pitch, they may lack the peak explosive sprints of the most-played athletes.
Practical Takeaways for Coaches
  1. Tailor the Recovery: UCL weeks require a focus on recovery from neuromuscular fatigue (due to high accelerations/decelerations), whereas League-congested weeks may require more recovery from volume/metabolic load.
  2. Strategic Rotation is Your Best Tool: The data shows that rotation in Cup weeks allows for a much higher physical output in the following league match. Coaches should view rotation not just as “resting” stars, but as “injecting” high-intensity capacity into the team.
  3. Monitor the “Pacing”: If you notice a spike in low-intensity walking/jogging during a busy week, your players are likely self-regulating. Rather than pushing for more volume, focus training on maintaining high-speed quality.
  4. Keep Non-Starters “Sprint-Ready”: Since Non-Starters show high-intensity volume but lower peak speeds, ensure their supplemental training includes max-velocity sprinting to keep them sharp for when they are called upon to start.

Conclusion: Managing a congested calendar isn’t just about “doing less.” It’s about understanding that a UCL Tuesday requires a different tactical and physical recovery plan than a Cup Wednesday. Individualized tracking based on playing time is no longer a luxury—it is a necessity for maintaining elite performance.

This summary was generated with the assistance of Gemini and NotebookLM based on the original article, with the aim of translating the research into practical insights for coaches and practitioners.

Niels de Vries
Niels de Vries
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