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Changes in pacing variation with increasing race duration in ultra-triathlon races

Despite the increasing scientific interest in the relationship between pacing and performance in endurance sports, little information is available about pacing and pacing variation in ultra-endurance events such as ultra-triathlons. Therefore, we aimed to investigate the trends of pacing, pacing var...

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Autores principales: Stjepanovic, Mirko, Knechtle, Beat, Weiss, Katja, Nikolaidis, Pantelis Theodoros, Cuk, Ivan, Thuany, Mabliny, Sousa, Caio Victor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9986668/
https://www.ncbi.nlm.nih.gov/pubmed/36878948
http://dx.doi.org/10.1038/s41598-023-30932-1
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author Stjepanovic, Mirko
Knechtle, Beat
Weiss, Katja
Nikolaidis, Pantelis Theodoros
Cuk, Ivan
Thuany, Mabliny
Sousa, Caio Victor
author_facet Stjepanovic, Mirko
Knechtle, Beat
Weiss, Katja
Nikolaidis, Pantelis Theodoros
Cuk, Ivan
Thuany, Mabliny
Sousa, Caio Victor
author_sort Stjepanovic, Mirko
collection PubMed
description Despite the increasing scientific interest in the relationship between pacing and performance in endurance sports, little information is available about pacing and pacing variation in ultra-endurance events such as ultra-triathlons. Therefore, we aimed to investigate the trends of pacing, pacing variation, the influence of age, sex, and performance level in ultra-triathlons of different distances. We analysed 969 finishers (849 men, 120 women) in 46 ultra-triathlons longer than the original Ironman® distance (e.g., Double-, Triple-, Quintuple- and Deca Iron ultra-triathlons) held from 2004 to 2015. Pacing speed was calculated for every cycling and running lap. Pacing variation was calculated as the coefficient of variation (%) between the average speed of each lap. Performance level (i.e., fast, moderate, slow) was defined according to the 33.3 and 66.6 percentile of the overall race time. A multivariate analysis (two-way ANOVA) was applied for the overall race time as the dependent variable with ‘sex’ and ‘age group’ as independent factors. Another multivariate model with ‘age’ and ‘sex’ as covariates (two-way ANCOVA) was applied with pacing variation (cycling and running) as the dependent variable with ‘race’ and ‘performance level’ as independent factors. Different pacing patterns were observed by event and performance level. The general pacing strategy applied was a positive pacing. In Double and Triple Iron ultra-triathlon, faster athletes paced more evenly with less variation than moderate or slower athletes. The variation in pacing speed increased with the length of the race. There was no significant difference in pacing variation between faster, moderate, and slower athletes in Quintuple and Deca Iron ultra-triathlon. Women had a slower overall performance than men. The best overall times were achieved at the age of 30–39 years. Successful ultra-triathlon athletes adapted a positive pacing strategy in all race distances. The variation in pacing speed increased with the length of the race. In shorter ultra-triathlon distances (i.e., Double and Triple Iron ultra-triathlon), faster athletes paced more evenly with less variation than moderate or slower athletes. In longer ultra-triathlon distances (i.e., Quintuple and Deca Iron ultra-triathlon), there was no significant difference in pacing variation between faster, moderate, and slower athletes.
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spelling pubmed-99866682023-03-06 Changes in pacing variation with increasing race duration in ultra-triathlon races Stjepanovic, Mirko Knechtle, Beat Weiss, Katja Nikolaidis, Pantelis Theodoros Cuk, Ivan Thuany, Mabliny Sousa, Caio Victor Sci Rep Article Despite the increasing scientific interest in the relationship between pacing and performance in endurance sports, little information is available about pacing and pacing variation in ultra-endurance events such as ultra-triathlons. Therefore, we aimed to investigate the trends of pacing, pacing variation, the influence of age, sex, and performance level in ultra-triathlons of different distances. We analysed 969 finishers (849 men, 120 women) in 46 ultra-triathlons longer than the original Ironman® distance (e.g., Double-, Triple-, Quintuple- and Deca Iron ultra-triathlons) held from 2004 to 2015. Pacing speed was calculated for every cycling and running lap. Pacing variation was calculated as the coefficient of variation (%) between the average speed of each lap. Performance level (i.e., fast, moderate, slow) was defined according to the 33.3 and 66.6 percentile of the overall race time. A multivariate analysis (two-way ANOVA) was applied for the overall race time as the dependent variable with ‘sex’ and ‘age group’ as independent factors. Another multivariate model with ‘age’ and ‘sex’ as covariates (two-way ANCOVA) was applied with pacing variation (cycling and running) as the dependent variable with ‘race’ and ‘performance level’ as independent factors. Different pacing patterns were observed by event and performance level. The general pacing strategy applied was a positive pacing. In Double and Triple Iron ultra-triathlon, faster athletes paced more evenly with less variation than moderate or slower athletes. The variation in pacing speed increased with the length of the race. There was no significant difference in pacing variation between faster, moderate, and slower athletes in Quintuple and Deca Iron ultra-triathlon. Women had a slower overall performance than men. The best overall times were achieved at the age of 30–39 years. Successful ultra-triathlon athletes adapted a positive pacing strategy in all race distances. The variation in pacing speed increased with the length of the race. In shorter ultra-triathlon distances (i.e., Double and Triple Iron ultra-triathlon), faster athletes paced more evenly with less variation than moderate or slower athletes. In longer ultra-triathlon distances (i.e., Quintuple and Deca Iron ultra-triathlon), there was no significant difference in pacing variation between faster, moderate, and slower athletes. Nature Publishing Group UK 2023-03-06 /pmc/articles/PMC9986668/ /pubmed/36878948 http://dx.doi.org/10.1038/s41598-023-30932-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Stjepanovic, Mirko
Knechtle, Beat
Weiss, Katja
Nikolaidis, Pantelis Theodoros
Cuk, Ivan
Thuany, Mabliny
Sousa, Caio Victor
Changes in pacing variation with increasing race duration in ultra-triathlon races
title Changes in pacing variation with increasing race duration in ultra-triathlon races
title_full Changes in pacing variation with increasing race duration in ultra-triathlon races
title_fullStr Changes in pacing variation with increasing race duration in ultra-triathlon races
title_full_unstemmed Changes in pacing variation with increasing race duration in ultra-triathlon races
title_short Changes in pacing variation with increasing race duration in ultra-triathlon races
title_sort changes in pacing variation with increasing race duration in ultra-triathlon races
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9986668/
https://www.ncbi.nlm.nih.gov/pubmed/36878948
http://dx.doi.org/10.1038/s41598-023-30932-1
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