The association between nationality, gender, age and running performance in endurance runners: an empirical analysis of worldwide multi-distance race data from 1999 to 2024
Crossref DOI link: https://doi.org/10.1038/s41598-026-46032-9
Published Online: 2026-05-23
Update policy: https://doi.org/10.1007/springer_crossmark_policy
Liao, Guojun
Wang, Junmian
Text and Data Mining valid from 2026-05-23
Version of Record valid from 2026-07-21
Article History
Received: 10 November 2025
Accepted: 23 March 2026
First Online: 23 May 2026
Declarations
Competing interests: The authors declare no competing interests.