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Defining Worst-Case-Scenario Thresholds in Soccer: Intensity Versus Volume
Mauro Mandorino1,2, Mathieu Lacome1,3
1Performance and Analytics Department, Parma Calcio 1913, Parma, Italy.
Understanding soccer match intensity requires more than just worst-case scenarios (WCS). Analyzing time spent above high-intensity thresholds reveals crucial differences in total distance and high-speed running demands across teams and player positions.
Area of Science:
- Sports Science
- Exercise Physiology
- Soccer Performance Analysis
Background:
- Soccer demands peak physical exertion, necessitating precise measurement of high-intensity activities.
- Worst-case scenario (WCS) analysis quantifies peak physical demands, but its application in soccer requires further investigation.
- Understanding variations in peak demands based on playing level and position is crucial for effective training.
Purpose of the Study:
- To describe worst-case scenario (WCS) demands for total distance (TD) and high-speed running (HSR) in soccer.
- To quantify the time spent above 80% and 90% of WCS for TD and HSR.
- To analyze how WCS and time above thresholds differ between first team and U19 players, and across playing positions.
Main Methods:
- Collected match data from 31 players at a professional Italian soccer club using microtechnology devices.
- Categorized players by playing position (center backs, fullbacks, midfielders, forwards) and team level (first team, U19).
- Calculated WCS using 1-minute rolling averages and determined time spent above 80% and 90% of WCS for TD and HSR.
Main Results:
- U19 players showed higher HSR WCS (∼63 m·min⁻¹) than the first team (∼56 m·min⁻¹).
- Midfielders had the highest TD WCS (∼208 m·min⁻¹), and forwards had the highest HSR WCS (∼70 m·min⁻¹).
- First team players spent more time above 80% and 90% of TD WCS; midfielders exceeded 80% TD WCS longer, while forwards exceeded 80% HSR WCS longer.
Conclusions:
- Worst-case scenario (WCS) alone may not fully represent soccer match intensity.
- Time spent above specific high-intensity thresholds provides valuable insights into performance differences between levels and positions.
- Practitioners should integrate both WCS and time-above-threshold data for tailored training prescriptions that account for playing roles.
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