Related Experiment Video
Updated: Jul 12, 2025

06:52
An Inertial Measurement Unit Based Method to Estimate Hip and Knee Joint Kinematics in Team Sport Athletes on the Field
Published on: May 26, 2020
8.0K
Match running performance characterizing the most elite soccer match-play
Toni Modric1, Sime Versic1, Ryland Morgans2
1Faculty of Kinesiology, University of Split, Split, Croatia.
Biology of Sport
|October 23, 2023
Summary
Elite soccer players in top leagues show distinct match running performance (MRP). While high-intensity running differs little, top teams increase defensive efforts and decrease offensive ones during matches.
Area of Science:
- Sports Science
- Football Analytics
- Performance Analysis
Background:
- Understanding elite soccer match running performance (MRP) is crucial for optimizing training.
- Previous research has not fully elucidated position-specific MRP differences between top-tier and other league teams.
Purpose of the Study:
- To identify position-specific match running performance (MRP) differences in elite soccer players.
- To compare MRP between players from "big five" European leagues (BFLTs) and "non-big five" league teams (N-BFLTs).
Main Methods:
- Data collected from 24 teams (14 BFLTs, 10 N-BFLTs) during 20 UEFA Champions League matches (2020/21 season).
- Utilized a semi-automatic video analysis system to capture MRP data.
- Linear mixed models were employed to analyze differences, controlling for contextual factors.
Main Results:
- No significant overall MRP differences were found between BFLTs and N-BFLTs for fullbacks, central midfielders, wide midfielders, and forwards.
- Central defenders from BFLTs exhibited greater high-intensity running than their N-BFLT counterparts (moderate effect size).
- Players in all positions from BFLTs covered less total and low-intensity distance in the offensive phase and more in the defensive phase compared to N-BFLT players (large effect sizes).
Conclusions:
- Elite soccer match-play is characterized by a strategic shift towards increased defensive efforts and decreased offensive efforts.
- Soccer training programs should be adapted to reflect these findings, emphasizing defensive phase performance.
Related Concept Videos
Motion of a Projectile
841
Projectile motion becomes evident when a player kicks the ball into the air. The launch angle, or the angle at which the ball is kicked, plays a crucial role in determining the trajectory of the projectile. As the ball soars through the air, influenced solely by gravity, its motion can be dissected into two independent velocity components: the horizontal and the vertical.
Horizontal motion, governed by the initial kick, maintains a constant velocity throughout the flight of the soccer ball.
Horizontal motion, governed by the initial kick, maintains a constant velocity throughout the flight of the soccer ball.
841
Interpreting Run Charts
105
Run charts, essentially line graphs plotted over time, serve as fundamental yet effective tools for process analysis. They chronicle data sequentially, facilitating the identification of trends, shifts, or cyclical movements. This graphical representation is instrumental in determining whether a process is stable or exhibits signs of potential instability indicative of special cause variation. In the healthcare domain, run charts depict infection rates over time, enabling hospitals to monitor...
105
Social Facilitation
32.0K
Not all intergroup interactions lead to negative outcomes. Sometimes, being in a group situation can improve performance. Social facilitation occurs when an individual performs better when an audience is watching than when the individual performs the behavior alone. This typically occurs when people are performing a task for which they are skilled.
32.0K
Wald-Wolfowitz Runs Test II
251
The Wald-Wolfowitz runs test, commonly referred to as the runs test, is a nonparametric test used to assess the randomness of ordered data. The test evaluates the number of runs, which are consecutive sequences of similar elements within the data. If the number of runs is significantly higher or lower than expected, the data is considered non-random, indicating a detectable pattern or structure.
For binary data, runs are identified using symbols such as + and −, or equivalently, 1s and...
For binary data, runs are identified using symbols such as + and −, or equivalently, 1s and...
251
Wald-Wolfowitz Runs Test I
656
The Wald-Wolfowitz test, also known as the runs test, is a nonparametric statistical test used to assess the randomness of a sequence of two different types of elements (e.g., positive/negative values, successes/failures). It examines whether the order of the elements in a sequence is random or if there is a pattern or trend present. This nonparametric test applies to any ordered data despite the population and sample data distribution, even if a higher sample size is available.
The test works...
The test works...
656

