# Exploring the utility of the 3-minute all-out running test in assessing match performance and external loads in university soccer players

## TL;DR

This study shows that a 3-minute all-out running test can effectively assess soccer players' match performance and workload, helping improve training and injury prevention.

## Contribution

The study introduces a modified method for tracking player load that correlates highly with traditional methods while considering individual metabolic demands.

## Key findings

- Higher critical speed (CS) is linked to more efficient energy use during matches.
- Maximal running speed (Smax) strongly correlates with high-speed and very high-speed running in matches.
- The modified load-tracking method shows high correlation with traditional methods and better captures individual metabolic demands.

## Abstract

This study evaluated the utility of the 3-minute all-out running test (3MT) in assessing match performance and physiologically relevant load metrics among male university soccer players. We aimed to explore the relationship between 3MT metrics, including critical speed (CS), finite energy reserve (D’), and maximal running speed (Smax), with key match performance indicators, while also assessing the efficacy of a modified method for tracking player load.

Twenty-six male university soccer players completed the 3MT to determine CS, D’, and maximal speed (Smax). Match performance data (n = 3–8 matches per player) were concurrently gathered, including total distance covered, high-speed running (HSR), very high-speed running (VHSR), and overall player load. Correlation analyses were conducted to examine the relationships between 3MT variables and match performance, with a specific focus on how a modified load-tracking method compared to traditional approaches.

Players with higher CS exhibited smaller fluctuations in D’ kinetics, indicating more efficient energy utilization during matches. A strong positive correlation was found between 3MT-derived Smax and the initiation of both HSR (r = 0.73, p < 0.01) and VHSR (r = 0.69, p < 0.05), highlighting the link between sprint capacity and match-specific high-intensity efforts. Lastly, a modified method for assessing player load demonstrated a high correlation with traditional methods (r = 0.99), while also accounting for individual metabolic demands. The modified approach offers a more nuanced understanding of player workload, potentially improving fatigue management, performance, and injury prevention.

The 3MT proved to be a valuable tool for evaluating individual physiological conditioning while also mapping on to key match performance metrics and external loads in university soccer players. The association with key performance indicators such as high-speed running capacity and sustained effort highlights its potential for optimizing training strategies.