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From PIRI (The Performance Intelligence Research Initiative)

Know Your League: Insights for Player Preparation & Recruitment – Part 4: Match-to-match Players Rotations

The study reveals first-ever findings balance trade-offs between line-up stability for optimal match performance and load management to preserve players’ health.

You will also find in this study:

  • Overall match-to-match rotation numbers were between two and three per team and not clearly different between leagues, with coaches of the Ligue 1/Serie A and the Eredivisie tending to perform the most (around three) and the least (less than two) number of rotations, respectively.
  • There were some small increasing trends in match-to-match rotations across the years in some leagues only (i.e., from two to three in the Premier League and La Liga) but no apparent differences between home and away matches.
  • The key factors that could affect coaches’ rotation strategies were ranked in relation to their respective contribution to the model – with rest days, recent performance, competition type, travel distance to the previous match, teams status (i.e., Elo ranking) being the top contributors to increased match-to-match rotations.

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Factors Associated with Match Outcomes in Elite European Football – Insights from Machine Learning Models

This study examines the key factors influencing match results in European football, analyzing over 61,000 matches using Artificial intelligence (AI).

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Kitman Labs Expands Intelligence Platform Deal With Premier League to Include Match Officials

The partnership will provide all match officials and performance support staff access to a centralized, fully integrated data and analytics platform—the ‘PGMOL Intelligence Platform’—designed to provide a real-time, comprehensive view of officiating personnel, including performance, training, and medical/health data.

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