ArticleHeliyon2024
A study of triathletes' race strategies in different competition environments.
Article in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
6 citing papers in PubMed, 7 citations in OpenAlex.
- Sex- and nationality-based participation and performance trends in the Swissman Xtreme Triathlon (2019-2025).PloS one · 2026Article
- The association of origin and environmental conditions with performance in professional IRONMAN triathletes.Scientific reports · 2025Article
- The fastest nonprofessional age group IRONMAN triathletes in the world originate from Europe.Scientific reports · 2025Article
- A perfectionism, mental health and vulnerability to injury in triathletes.Frontiers in psychology · 2025Article
- The influence of origin and race location on performance in IRONMAN® age group triathletes.PloS one · 2024Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
What is known, sports performance is impacted by a variety of factors. While most people understand the importance of training, proper nutrition, and adequate rest, not as many recognize the impact of environmental factors on athletic performance. This paper investigates the race strategies of Chinese triathletes in different competition environments, with a focus on the performance of professional triathletes during the Olympic Distance Triathlon held in China between 2015 and 2021. Data from 984 athletes who competed in 26 races were analyzed to evaluate the sensitivity of the three splits of swimming, cycling, and running to overall triathlon performance under different temperature (low, normal, and high), altitude (low, normal, and high), and waters (sea, river, and still waters) conditions. Results show that the effects of the three split times on overall time vary across different environments. Cycling has the greatest impact on overall performance when the temperature is suitable (at low temperature, at normal temperature) and the altitude is suitable (at low altitude, at normal altitude). While running has the greatest impact in high-temperature and high-altitude environments. For female athletes, in river waters, swimming has a greater effect on overall performance than cycling, but less than running. These findings provide practical suggestions for athletes, coaches, and competition organizers to optimize training and race strategies based on specific environmental conditions.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.