ArticleSports medicine (Auckland, N.Z.)2023
Long-Term Development of Training Characteristics and Performance-Determining Factors in Elite/International and World-Class Endurance Athletes: A Scoping Review.
Article in Sports medicine (Auckland, N.Z.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.
What it found
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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
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Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it.
- From acute responses to long-term monitoring: a scoping review of the reliability and validity of biomechanical and physiological assessment tools in elite and highly trained swimmers.BMC sports science, medicine & rehabilitation · 2026Pooled it
- Response to Comment on: "35 Years of Joyner's Endurance Performance Model: Assessing the Contribution of Physiological Determinants of Performance Proxies in 888 Individuals from Recreational to World Class".Sports medicine (Auckland, N.Z.) · 2026Article
- 35 Years of Joyner's Endurance Performance Model: Assessing the Contribution of Physiological Determinants of Performance Proxies in 888 Individuals from Recreational to World Class.Sports medicine (Auckland, N.Z.) · 2026Article
- 24-Hour Ultra-Marathon Running: A Narrative Review of Performance Factors and Physiological Impacts.Sports medicine - open · 2026Review
- Modelling the effect of motivation on mental health components with fuzzy logic among elite athletes.Scientific reports · 2026Article
- Athletes' origin trends in participation and performance of master runners in the New York City marathon (1999-2024): a sex- and age-group analysis.Scientific reports · 2026Article
- Associations between incremental exercise capacity and multimodal brain characteristics across training levels.Frontiers in human neuroscience · 2026Article
- Carbon monoxide and other "tricks" in sports: does the winner take it all?Frontiers in sports and active living · 2026Article
- The role of artificial intelligence in sports training: opportunities, challenges and future applications for competitive swimming.Biology of sport · 2026Article
- Long-Term Development of Training Characteristics and Physiological Determinants in World-Leading and Medal-Winning Female Cross-Country Skiers: A Three Decade Comparative Analysis.Sports medicine - open · 2025Article
- Best-Practice Training Characteristics Within Olympic Endurance Sports as Described by Norwegian World-Class Coaches.Sports medicine - open · 2025Article
- Predicting the sport level in elite male motorcycle speedway riders based on physical profile and experience.PloS one · 2025Article
- Sex Differences in Performance and Performance-Determining Factors in the Olympic Winter Endurance Sports.Sports medicine - open · 2024Review
- Training Characteristics, Performance, and Body Composition of Three U23 Elite Female Triathletes throughout a Season.Sports (Basel, Switzerland) · 2024Article
- Comparison of acute physiological responses between one long and two short sessions of moderate-intensity training in endurance athletes.Frontiers in physiology · 2024Article
- From juniors to seniors: changes in training characteristics and aerobic power in 17 world-class cross-country skiers.Frontiers in physiology · 2023Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveIn this scoping review, we aimed to 1) identify and evaluate existing research that describes the long-term development of training characteristics and performance-determining factors in male and female endurance athletes reaching an elite/international (Tier 4) or world-class level (Tier 5), 2) summarize the available evidence and 3) point out existing knowledge gaps and provide methodological guidelines for future research in this field.
methodsThis review was conducted following the Joanna Briggs Institute methodology for scoping reviews.
resultsOut of 16772 screened items across a 22-year period (1990-2022), a total of 17 peer-reviewed journal articles met the inclusion criteria and were considered for further analysis. These 17 studies described athletes from seven different sports and seven different countries, with 11 (69%) of the studies being published during the last decade. Of the 109 athletes included in this scoping review, one quarter were women (27%), and three quarters were men (73%). Ten studies included information about the long-term development of training volume and training intensity distribution. A non-linear, year-to-year increase in training volume was found for most athletes, resulting in a subsequent plateau. Furthermore, 11 studies described the development of performance determining factors. Here, most of the studies showed improvements in submaximal variables (e.g., lactate/anaerobic threshold and work economy/efficiency) and maximal performance-indices (e.g., peak speed/watt during performance testing). Conversely, the development of VO2max was inconsistent across studies. No evidence was found regarding possible sex differences in development of training or performance-determining factors among endurance athletes.
conclusionOverall, a low number of studies describing the long-term development of training and performance-determining factors is available. This suggests that existing talent development practices in endurance sports are built upon limited scientific evidence. Overall, there is an urgent need for additional long-term studies based on systematic monitoring of athletes from a young age utilizing high-precision, reproducible measurements of training and performance-determining factors.
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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 OpenQuestion graph.