Russians are the fastest 100-km ultra-marathoners in the world.

OBJECTIVES:A recent study investigating the top 10 100-km ultra-marathoners by nationality showed that Japanese runners were the fastest worldwide. This selection to top athletes may lead to a selection bias and the aim of this study was to investigate from where the fastest 100-km ultra-marathoners...

Full description

Bibliographic Details
Main Authors: Beat Knechtle, Pantelis Theodoros Nikolaidis, Fabio Valeri
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC6040753?pdf=render
id doaj-4a653edeffd74af8a368ce0426c4b282
record_format Article
spelling doaj-4a653edeffd74af8a368ce0426c4b2822020-11-24T21:55:53ZengPublic Library of Science (PLoS)PLoS ONE1932-62032018-01-01137e019970110.1371/journal.pone.0199701Russians are the fastest 100-km ultra-marathoners in the world.Beat KnechtlePantelis Theodoros NikolaidisFabio ValeriOBJECTIVES:A recent study investigating the top 10 100-km ultra-marathoners by nationality showed that Japanese runners were the fastest worldwide. This selection to top athletes may lead to a selection bias and the aim of this study was to investigate from where the fastest 100-km ultra-marathoners originate by considering all finishers in 100-km ultra-marathons since 1959. METHODS:We analysed data from 150,710 athletes who finished a 100-km ultra-marathon between 1959 and 2016. To get precise estimates and stable density plots we selected only those nationalities with 900 and more finishes resulting in 24 nationalities. Histograms and density plots were performed to study the distribution of race time. Crude mean, standard deviation, median, interquartile range (IQR), mode, skewness and excess of time for each nationality were computed. A linear regression analysis adjusted by sex, age and year was performed to study the race time between the nationalities. Histograms, density and scatter plots showed that some races seemed to have a time limit of 14 hours. From the complete dataset the finishes with more than 14 hours were removed (truncated dataset) and the same descriptive plots and analysis as for the complete dataset were performed again. In addition to the linear regression a truncated regression was performed with the truncated dataset to allow conclusion for the whole sample. To study a potential difference between races at home and races abroad, an interaction term race site home/abroad with nationality was included in the model. RESULTS:Most of the finishes were achieved by runners from Japan, Germany, Switzerland, France, Italy and USA with more than 260'000 (85%) finishes. Runners from Russia and Hungary were the fastest and runners from Hong Kong and China were the slowest finishers. CONCLUSION:In contrast to existing findings investigating the top 10 by nationality, this analysis showed that ultra-marathoners from Russia, not Japan, were the fastest 100-km ultra-marathoners worldwide when considering all races held since 1959.http://europepmc.org/articles/PMC6040753?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Beat Knechtle
Pantelis Theodoros Nikolaidis
Fabio Valeri
spellingShingle Beat Knechtle
Pantelis Theodoros Nikolaidis
Fabio Valeri
Russians are the fastest 100-km ultra-marathoners in the world.
PLoS ONE
author_facet Beat Knechtle
Pantelis Theodoros Nikolaidis
Fabio Valeri
author_sort Beat Knechtle
title Russians are the fastest 100-km ultra-marathoners in the world.
title_short Russians are the fastest 100-km ultra-marathoners in the world.
title_full Russians are the fastest 100-km ultra-marathoners in the world.
title_fullStr Russians are the fastest 100-km ultra-marathoners in the world.
title_full_unstemmed Russians are the fastest 100-km ultra-marathoners in the world.
title_sort russians are the fastest 100-km ultra-marathoners in the world.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2018-01-01
description OBJECTIVES:A recent study investigating the top 10 100-km ultra-marathoners by nationality showed that Japanese runners were the fastest worldwide. This selection to top athletes may lead to a selection bias and the aim of this study was to investigate from where the fastest 100-km ultra-marathoners originate by considering all finishers in 100-km ultra-marathons since 1959. METHODS:We analysed data from 150,710 athletes who finished a 100-km ultra-marathon between 1959 and 2016. To get precise estimates and stable density plots we selected only those nationalities with 900 and more finishes resulting in 24 nationalities. Histograms and density plots were performed to study the distribution of race time. Crude mean, standard deviation, median, interquartile range (IQR), mode, skewness and excess of time for each nationality were computed. A linear regression analysis adjusted by sex, age and year was performed to study the race time between the nationalities. Histograms, density and scatter plots showed that some races seemed to have a time limit of 14 hours. From the complete dataset the finishes with more than 14 hours were removed (truncated dataset) and the same descriptive plots and analysis as for the complete dataset were performed again. In addition to the linear regression a truncated regression was performed with the truncated dataset to allow conclusion for the whole sample. To study a potential difference between races at home and races abroad, an interaction term race site home/abroad with nationality was included in the model. RESULTS:Most of the finishes were achieved by runners from Japan, Germany, Switzerland, France, Italy and USA with more than 260'000 (85%) finishes. Runners from Russia and Hungary were the fastest and runners from Hong Kong and China were the slowest finishers. CONCLUSION:In contrast to existing findings investigating the top 10 by nationality, this analysis showed that ultra-marathoners from Russia, not Japan, were the fastest 100-km ultra-marathoners worldwide when considering all races held since 1959.
url http://europepmc.org/articles/PMC6040753?pdf=render
work_keys_str_mv AT beatknechtle russiansarethefastest100kmultramarathonersintheworld
AT pantelistheodorosnikolaidis russiansarethefastest100kmultramarathonersintheworld
AT fabiovaleri russiansarethefastest100kmultramarathonersintheworld
_version_ 1725860782154973184