ArticleScientific reports2021
Influence of advanced shoe technology on the top 100 annual performances in men's marathon from 2015 to 2019.
Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 2 of them syntheses that pooled it.
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Who cites it
19 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The Effects of Shoe Sole Thickness on Running Biomechanics and Economy: A Systematic Review.Sports medicine - open · 2026Pooled it
- Variability in Running Economy of Kenyan World-Class and European Amateur Male Runners with Advanced Footwear Running Technology: Experimental and Meta-analysis Results.Sports medicine (Auckland, N.Z.) · 2023Pooled it
- Wearable technology for athletes: material innovations, performance monitoring, and emerging paradigms.Mikrochimica acta · 2026Review
- Running style and stability during uphill running are largely preserved with increasing shoe sole thickness.PloS one · 2026Article
- The Effects of Shoe Sole Thickness on Running Style and Stability During Downhill Running at Different Speeds.European journal of sport science · 2026Article
- Toward a record-eligible sub-2-hour marathon: an updated integrative framework of Physiological, technological, and cognitive determinants.European journal of applied physiology · 2026Review
- The impact of advanced footwear technology on running performance and pacing in world marathon majors.Frontiers in physiology · 2026Article
- Influence of Sex, Athletic Category and Athletic Level on Marathon Pacing Strategy: An Analysis of the Trinidad Alfonso EDP Valencia Marathon From 2014 to 2023.European journal of sport science · 2025Article
- The Mediating Effect of Running Biomechanics, Anthropometrics, Muscle Architecture, and Comfort on Running Economy Across Different Shoes.Scandinavian journal of medicine & science in sports · 2025Article
- Advanced Footwear Technology in Non-Elite Runners: A Survey of Training Practices and Reported Outcomes.Sports (Basel, Switzerland) · 2024Article
- Influence of Running Surface Using Advanced Footwear Technology Spikes on Middle- and Long-Distance Running Performance Measures.Sports (Basel, Switzerland) · 2024Article
- Technologically advanced running shoes reduce oxygen cost and cumulative tibial loading per kilometer in recreational female and male runners.Scientific reports · 2024Article
- Analysis of over 1 million race records shows runners from East African countries as the fastest in 50-km ultra-marathons.Scientific reports · 2024Article
- Does Advanced Footwear Technology Improve Track and Road Racing Performance? An Explorative Analysis Based on the 100 Best Yearly Performances in the World Between 2010 and 2022.Sports medicine - open · 2024Article
- Can the recent sex-specific evolutions in elite running performances be attributed to advanced footwear technology?Frontiers in sports and active living · 2024Article
- The potential impact of advanced footwear technology on the recent evolution of elite sprint performances.PeerJ · 2023Article
- Consistency of pacing profile according to performance level in three different editions of the Chicago, London, and Tokyo marathons.Scientific reports · 2022Article
- Factors Influencing Running Performance During a Marathon: Breaking the 2-h Barrier.Frontiers in cardiovascular medicine · 2022Article
- Comment on "A Pragmatic Approach to Resolving Technological Unfairness: The Case of Nike's Vaporfly and Alphafly Running Footwear".Sports medicine - open · 2021Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The NIKE Vaporfly shoe was introduced in May 2017 as part of the original #Breaking2 Project (an event aimed to run the first marathon under 2 h). This new advanced shoe technology (NAST) changed the footwear design conception. The aim of this study was (i) to analyse the effect of NAST in men's marathon performance, (ii) to analyse whether the changes in the environmental constraints (temperature and wind) and orography of the marathons, age and birthplace of the runners has changed from 2015 to 2019 and (iii) to analyse the impact of NAST on the historical 50 best performances. Data from top-100 men's marathon performances were collected in that timeframe. The shoes used by the athletes were identified (in 91.8% of the cases) by publicly available photographs. External and environmental conditions of each marathon and age and birthplace of the runners were also analysed. Marathon performances improved from 2017 onwards between 0.75 and 1.50% compared to 2015 and 2016 (p < 0.05). In addition, the improvement was greater in the upper deciles than in the lower ones (p < 0.001). Runners wearing NAST ran ~ 1% faster in marathon compared to runners that did not use it (p < 0.001). When conducting an individual analysis of athletes who ran with and without NAST, 72.5% of the athletes who completed a marathon wearing NAST improved their performance by 0.68% (p < 0.01). External and environmental conditions, age or birthplace of runners seems not to have influenced this performance improvement. NAST has had a clear impact on marathon performance unchanged in the environmental constraints (temperature and wind), orography, age, and birthplace of the runners but with differences between venues.
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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.