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From PIRI (The Performance Intelligence Research Initiative)

Know Your League: Insights for Player Preparation & Recruitment – Part 1: Team Formations

The study reveals first-ever findings from extracted data of the top seven European leagues over the past two decades, representing 43 competitions, 269 teams, and more than 61,000 fixtures. The 4-3-3 (31%), 4-5-1 (28%), and 4-4-2 (19%) were the most used team formation systems over the 15-year period.

You will also find in this study:

    • Over the past five to six seasons, there has been a tendency for a greater uniformization of the tactical approach to matches across leagues, with a less and less marked preference for one formation vs. another.

 

    • The decision to use one formation over another may result from the combination of several factors, including league and club culture, coaches’ experiences as ex-players and managers, overall tactical preferences and philosophy, and fixture context.

 

  • The most tactically adaptable players may target/move to any league, while the less adaptable ones may target the leagues with low changes.

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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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