ArticleFrontiers in physiology2017
The Training Characteristics of the World's Most Successful Female Cross-Country Skier.
Article in Frontiers in physiology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 74 papers, 4 of them syntheses that pooled it.
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Who cites it
74 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
- A Systematic Review of the Effects of Strength and Power Training on Performance in Cross-Country Skiers.Journal of sports science & medicine · 2022Pooled it
- Olympic Sports Science-Bibliometric Analysis of All Summer and Winter Olympic Sports Research.Frontiers in sports and active living · 2021Pooled it
- Influence of exercise duration on respiratory function and systemic immunity among healthy, endurance-trained participants exercising in sub-zero conditions.Respiratory research · 2022Trial
- 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
- Olympic Snow Sports: Current Insights and Future Directions for Milano Cortina 2026 and Beyond.Scandinavian journal of medicine & science in sports · 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
- Integrative Field-Based Health and Performance Research: A Narrative Review on Experimental Methods and Logistics to Conduct Competition and Training Camp Studies in Athletes.Sports medicine (Auckland, N.Z.) · 2025Review
- 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
- Exploring key factors associated with training quality among elite para-athletes. A qualitative study.Frontiers in sports and active living · 2025Article
- A microcycle of high-intensity short-interval sessions induces improvements in indicators of endurance performance compared to regular training.European journal of sport science · 2025Review
- Artificially induced altitudes aerobic and anaerobic performance differences on double-poling ergometer in elite young cross-country skiers.F1000Research · 2025Article
- Zone 2 Intensity: A Critical Comparison of Individual Variability in Different Submaximal Exercise Intensity Boundaries.Translational sports medicine · 2025Article
- Duration-dependent physiological, perceptual, and technical changes during a 2-hour low-intensity training session in female cross-country skiers.Frontiers in physiology · 2025Article
- Training Session Models in Endurance Sports: A Norwegian Perspective on Best Practice Recommendations.Sports medicine (Auckland, N.Z.) · 2024Article
- High-level performances following low altitude training and tapering in warm environments in elite racewalkers.European journal of sport science · 2024Article
14 more citing papers are in PubMed but not listed here.
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The main aim of this study was to investigate the training characteristics of the most successful female cross-country skier ever during the best period of her career. The participant won six gold medals at the Olympic Games, 18 gold medals at the World Championship, and 110 World Cup victories. Day-to-day training diary data, interviews, and physiological tests were analyzed. Training data was systemized by training form (endurance, strength, and speed), intensity [low- (LIT), moderate- (MIT), and high-intensity training (HIT)], and mode (running, cycling, and skiing/roller skiing), followed by a division into different periodization phases. Specific sessions utilized in the various periodization periods and the day-to-day periodization of training, in connection with altitude camps and tapering toward major championships, were also analyzed. Following a 12-year nonlinear increase in training load, the annual training volume during the five consecutive successful years stabilized at 937 ± 25 h, distributed across 543 ± 9 sessions. During these 5 years, total training time was distributed as 90.6% endurance-, 8.0% strength-, and 1.4% speed-training, with endurance-training time consisting of 92.3 ± 0.3% LIT, 2.9 ± 0.5% MIT, and 4.8 ± 0.5% HIT. Total LIT-time consisted of 21% warm-up, 14% sessions <90 min, and 65% long-duration sessions >90 min. While the total number of LIT sessions remained stable across phases (32 sessions), total LIT-time was reduced from GP (76 h/month) to SP (68 h/month) and CP (55 h/month). MIT-time decreased from GP (2.8 h/month) to SP (2.2 h/month) and CP (1 h/month). HIT-time increased from GP (2.8 h/month) to SP (3.2 h/month) and CP (4.7 h/month). Altitude training accounted for 18-25% of annual training volume and performed across relatively short training camps (≤16 days) with a clear reduction of HIT training, but increased total and LIT volume compared to sea-level training. Training before international championships included a 2-week increase in LIT and strength volume followed by a gradual reduction of training volume and increased HIT during the last week. This study provides unique data on the world's most successful female cross-country skier's long-term training process, including novel information about the distribution of and interplay between sessions of different forms, intensities, and exercise modes throughout the annual season.
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