The Fitness–Fatigue Model: What’s in the Numbers?

Author:

Vermeire Kobe1,Ghijs Michael2,Bourgois Jan G.13,Boone Jan13

Affiliation:

1. 1Department of Movement and Sports Sciences, Ghent University, Ghent, Belgium

2. 2BIOMATH, Department of Data Analysis and Mathematical Modelling, Ghent University, Ghent, Belgium

3. 3Center of Sports Medicine, Ghent University Hospital, Ghent, Belgium

Abstract

Purpose: The purpose of this commentary is to outline some of the pitfalls when using the fitness–fatigue model to unravel the interaction between training load and performance. By doing so, we encourage sport scientists and coaches to interpret the parameters from the model with some extra caution. Conclusions: Caution is needed when interpreting the fitness–fatigue model since the parameter values are influenced by the starting parameter values, the modeling technique, and the input of the model. Also, the use of general constants should be avoided since they do not account for interindividual differences and differences between training-load methods. Therefore, we advise sport scientists and coaches to use the model as a way to work more data-informed rather than working data-driven.

Publisher

Human Kinetics

Subject

Orthopedics and Sports Medicine,Physical Therapy, Sports Therapy and Rehabilitation

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