ArticleScientific reports2024
Research on the champion physical fitness model of freestyle skiing aerials athletes in preparation for the Beijing Winter olympics.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 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.
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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.
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Who cites it
5 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Age-related differences in the effectiveness of neuromuscular training for preventing anterior cruciate ligament injuries in athletes: a systematic review and meta-analysis.Frontiers in public health · 2026Pooled it
- Olympic Snow Sports: Current Insights and Future Directions for Milano Cortina 2026 and Beyond.Scandinavian journal of medicine & science in sports · 2026Review
- Technology on Snow and Ice: Innovation, Monitoring, and Performance for the Olympic Winter Games Milano Cortina 2026.Scandinavian journal of medicine & science in sports · 2026Review
- A study on the correlation between knee muscle strength and agility in competitive Wushu Changquan athletes.Frontiers in physiology · 2026Article
- International Ski and Snowboard Federation (FIS) consensus statement on training and testing in competitive alpine and freestyle skiers and snowboarders.BMJ open sport & exercise medicine · 2025Article
Corrections and comments
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Authors and funding
2 authors.
Funding
Abstract
The objective of this study is to establish a champion physical fitness model of freestyle skiing aerials athletes, thereby enhancing athletes' competitive ability and providing a reference for scientific training and monitoring in the 2026 Milan Winter Olympics. Initiated with a literature review, the study proceeded through expert interviews and questionnaire surveys to determine the physical fitness measurement items. A total of 29 elite athletes voluntarily participated in the test. Using statistical analysis, this study developed a physical fitness model based on three key aspects: indicator, weight, and quantitative models. The results indicate that the indicator model encompasses primary indicators of body morphology, physiological function, and athletic quality, along with 11 related secondary and tertiary indicators. The tertiary indicators include lean body mass, waist/height×100, lower limb length/height×100, relative maximum anaerobic power, relative maximum oxygen uptake, blood urea, 1RM barbell squat, overhead barbell squat on balance pads, side throw ball, 30-meter sprint, and 12-minute run. The weight model assigned different weight values to these indicators based on their importance in physical fitness assessments. The quantitative model, developed through factor analysis and stepwise multiple linear regression, includes the champion physical fitness characteristics model and the performance prediction model. The champion physical fitness characteristics model uses box plots to visually present the physical fitness differences between champions and other athletes, highlighting the superior physical characteristics of the champions. The performance prediction model identified training experience, relative maximum anaerobic power, 1RM barbell squat, and overhead barbell squat on balance pads as key predictive variables. This model provides forward-looking training guidance and competitive strategy recommendations for coaches and athletes.
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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.