ANNOUNCEMENT: Kitman Labs Joins ‘More than Equal’ Quest To Develop First Female Formula 1 Champion READ MORE

CONTACT US

FREE STUDY
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.

RECENT STUDY

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).

LEARN MORE ABOUT KITMAN LABS

Announcement

Kitman Labs Joins ‘More than Equal’ Quest To Develop First Female Formula 1 Champion

More than Equal’s mission is to close the gender gap in motor sports and find and develop the first female Formula 1 world champion. They will now have an advanced operating system to centralize data for female drivers participating in More than Equal’s pioneering Development Programme.

YOU ARE NOW ENTERING THE
AMERICAN
ENGLISH SITE
REDIRECTING TO