STAY UPDATED: Sign-up for the Kitman Labs monthly round-up of news. SUBSCRIBE NOW

CONTACT US

Free Study

Know Your League: Insights for Player Preparation & Recruitment – Part 3: Player Substitutions

The study reveals first-ever findings that the number of substitutions per team tended to be similar between all leagues, and that substitution numbers increased to 4.5 after the COVID pandemic.

You will also find in this study:

  • Why there is no clear difference between home vs. away matches regarding substitutions.
  • That data suggests that when coaches can make substitutions, they do so. However, there appears to be some small effect of scoreline results and match dynamic that may affect the actual number of substitutions.
  • There was a trend for a higher proportion of observations with low (i.e., 0 or 1) vs. maximum (i.e., 3) substitution numbers when the goal difference was equal to zero.

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).

stay updated

Sign up for the monthly round-up of news from Kitman Labs – new Solutions, client announcements, product enhancements, best practices, customer stories and more. Delivered to your inbox.

STAY UP-TO-DATE!

WITH KITMAN LABS NEWS

Sign up for our monthly round-up of news – new Solutions, client announcements, product enhancements, best practices, customer stories, and more.

Expert advice and industry insights delivered to your inbox

Announcement

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.

YOU ARE NOW ENTERING THE
AMERICAN
ENGLISH SITE
REDIRECTING TO