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

Reference44 articles.

1. Recovery and performance in sport: consensus statement;Kellmann;Int J Sports Physiol Perform,2018

2. Systems modelling of the relationship between training and performance;Taha;Sports Med,2003

3. A systems model of training for athletic performance;Banister;Aust J Sports Med,1975

4. Modeling human performance in running;Morton;J Appl Physiol,1990

5. Adequacy of a systems structure in the modeling of training effects on performance;Busso;J Appl Physiol,1991

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3