ArticlePloS one2014
The road to gold: training and peaking characteristics in the year prior to a gold medal endurance performance.
Article in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 104 papers, 4 of them syntheses that pooled it.
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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.
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Who cites it
104 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- The Additional Effect of Training Above the Maximal Metabolic Steady State on VO2peak, Wpeak and Time-Trial Performance in Endurance-Trained Athletes: A Systematic Review, Meta-analysis, and Reality Check.Sports medicine (Auckland, N.Z.) · 2024Pooled it
- Effects of tapering on performance in endurance athletes: A systematic review and meta-analysis.PloS one · 2023Pooled it
- Performance effects of periodized carbohydrate restriction in endurance trained athletes - a systematic review and meta-analysis.Journal of the International Society of Sports Nutrition · 2021Pooled it
- The Effects of Regular Cold-Water Immersion Use on Training-Induced Changes in Strength and Endurance Performance: A Systematic Review with Meta-Analysis.Sports medicine (Auckland, N.Z.) · 2021Pooled it
- The efficacy of strength or aerobic exercise on quality of life and knee function in patients with knee osteoarthritis. A multi-arm randomized controlled trial with 1-year follow-up.BMC musculoskeletal disorders · 2023Trial
- Neuromuscular Fatigue and Perceived Fatigability in the Hours Following a High-Intensity Endurance Running Depend on the Exercise Protocol.European journal of sport science · 2026Article
- Optimizing Athletic Performance: A Systems Framework for Adaptive Training, Load Management, and Decision-Making.Journal of functional morphology and kinesiology · 2026Review
- Quantitative Analysis of Annual Training Volume and Periodization Patterns in Elite Female Cross-Country Skiers Using GPS Monitoring: A Three-Athlete Case Study.Bioengineering (Basel, Switzerland) · 2026Article
- Quantitative Comparative Analysis of Annual Training Volume and Intensity Distribution of Male Biathlon National Team and University Athletes Using Global Positioning Systems and Wearable Devices.Sensors (Basel, Switzerland) · 2026Article
- One Sprinter, Two Olympic Preparations: A Single-Athlete Longitudinal Observational Study of Training-Intensity Distribution and Implications for Future 50 m Events.Sports (Basel, Switzerland) · 2026Article
- Training variability and threshold density: a conceptual comparison of East African and Norwegian endurance training systems.Frontiers in physiology · 2026Review
- 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
- Contextualizing the Norwegian standardized intensity zone framework in an international sample of endurance practitioners.Scientific reports · 2025Article
- From Amateur to Professional Cycling: A Case Study on the Training Characteristics of a Zwift Academy Winner.Sports (Basel, Switzerland) · 2025Article
- Day-To-Day Endurance Training Periodization of World-Class Cross-Country Skiers.European journal of sport science · 2025Article
- Best-Practice Training Characteristics Within Olympic Endurance Sports as Described by Norwegian World-Class Coaches.Sports medicine - open · 2025Article
- Performance Prediction Criteria Based on Yearling Training Cycle Data for World-Class Athletes' Tiny 1000-Meter Kayak Teams: A Case Study.Life (Basel, Switzerland) · 2025Article
- Recent advances in training intensity distribution theory for cyclic endurance sports: theoretical foundations, model comparisons, and periodization characteristics.Frontiers in physiology · 2025Review
- The training and development process for a world-class female handball player: a longitudinal and retrospective case study.Frontiers in sports and active living · 2025Article
- Effects of a Playoff Match on Competitive Anxiety and Autonomic Regulation in Professional esports Players.Clinical practice and epidemiology in mental health : CP & EMH · 2025Article
44 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeTo describe training variations across the annual cycle in Olympic and World Champion endurance athletes, and determine whether these athletes used tapering strategies in line with recommendations in the literature.
methodsEleven elite XC skiers and biathletes (4 male; 28±1 yr, 85±5 mL x min(-1) x kg(-1) VO2max, 7 female, 25±4 yr, 73±3 mL x min(-1) x kg(-1) VO2max) reported one year of day-to-day training leading up to the most successful competition of their career. Training data were divided into periodization and peaking phases and distributed into training forms, intensity zones and endurance activity forms.
resultsAthletes trained ∼800 h/500 sessions x year(-1), including ∼500 h x year(-1) of sport-specific training. Ninety-four percent of all training was executed as aerobic endurance training. Of this, ∼90% was low intensity training (LIT, below the first lactate threshold) and 10% high intensity training (HIT, above the first lactate threshold) by time. Categorically, 23% of training sessions were characterized as HIT with primary portions executed at or above the first lactate turn point. Training volume and specificity distribution conformed to a traditional periodization model, but absolute volume of HIT remained stable across phases. However, HIT training patterns tended to become more polarized in the competition phase. Training volume, frequency and intensity remained unchanged from pre-peaking to peaking period, but there was a 32±15% (P<.01) volume reduction from the preparation period to peaking phase.
conclusionsThe annual training data for these Olympic and World champion XC skiers and biathletes conforms to previously reported training patterns of elite endurance athletes. During the competition phase, training became more sport-specific, with 92% performed as XC skiing. However, they did not follow suggested tapering practice derived from short-term experimental studies. Only three out of 11 athletes took a rest day during the final 5 days prior to their most successful competition.
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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.