← Back to library
article 2026 10 pages

Road to Olympics: Modelling performance standards of those athletes classified for Paris 2024 in 1500 m, 5000 m, 10,000 m and marathon

Santiago A. Ruiz-Alias, Felipe García-Pinillos

Journal
German Journal of Exercise and Sport Research
DOI
10.1007/s12662-026-01106-8
Population
elite athletes
View on DOI ↗

Abstract

Elite athlete cohorts are complex and difficult to physiologically characterize using traditional approaches. Large-scale mathematical modelling of the speed-duration relationship offers a practical solution to describe and integrate physiological performance determinants across elite endurance athletes. Therefore, this study aims to describe the performance indices (i.e., critical speed [CS], work over critical speed [D′], maximal aerobic speed [MAS)] and the endurance index [EI]), of men and women athletes classified for Paris 2024 in 1500 m, 5000 m, 10,000 m, and the marathon. The start lists of Paris 2024 were retrieved from the World Athletics webpage. A total of 211 men and 234 women athletes were classified. Their historical best performances from 1500 m to Marathon were noted from their profiles. The linear CS and Peronnet models were used to analyse their speed-duration relationship and retrieve different performance indices (i.e., CS, D′, MAS and EI). The 5000 m and 10,000 m CS were over 1500 m and marathon (Men: P 

Description

This study models performance standards for athletes in various running events for the Paris 2024 Olympics.