ArticleFrontiers in physiology2019
Extrapolating Metabolic Savings in Running: Implications for Performance Predictions.
Article in Frontiers in physiology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 3 of them syntheses 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
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
45 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- The Relationship Between Running Biomechanics and Running Economy: A Systematic Review and Meta-Analysis of Observational Studies.Sports medicine (Auckland, N.Z.) · 2024Pooled 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
- Heavy Resistance Training Versus Plyometric Training for Improving Running Economy and Running Time Trial Performance: A Systematic Review and Meta-analysis.Sports medicine - open · 2022Pooled it
- Metabolic and performance responses of male runners wearing 3 types of footwear: Nike Vaporfly 4%, Saucony Endorphin racing flats, and their own shoes.Journal of sport and health science · 2022Trial
- Neither Beetroot Juice Supplementation nor Increased Carbohydrate Oxidation Enhance Economy of Prolonged Exercise in Elite Race Walkers.Nutrients · 2021Trial
- Trial
- The running economy and biomechanics of competitive distance runners wearing advanced footwear technology spikes.European journal of applied physiology · 2026Article
- Why now? A physiological perspective on the first official sub-2-hour marathon.European journal of applied physiology · 2026Review
- Biomechanical Factors Associated with Intraindividual Differences in Running Economy Across Advanced Footwear Technology Models in Long-Distance Runners.Sports medicine - open · 2026Article
- Data driven shoe design improves running economy beyond state-of-the-art Advanced Footwear Technology running shoes.Journal of sport and health science · 2026Article
- Metabolic energy expenditure during level, uphill, and downhill running.European journal of applied physiology · 2026Article
- Sex and Isolated Anthropometric Measures Do Not Explain Individual Differences in Responsiveness to Advanced Footwear Technology in Highly Trained Runners.Scandinavian journal of medicine & science in sports · 2026Article
- Wearable technology for athletes: material innovations, performance monitoring, and emerging paradigms.Mikrochimica acta · 2026Review
- Runners with lower dynamic stability exhibit better running economy.Scientific reports · 2025Article
- 'Super boots' for soldiers: theoretical ergogenic and thermoprotective benefits of energetically optimised military combat boots.BMJ military health · 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
- Could a female athlete run a 4-minute mile with improved aerodynamic drafting?Royal Society open science · 2025Article
- Metabolic effects of carbon-plated running shoes: a systematic review and meta-analysis.Frontiers in sports and active living · 2025Review
- Influence of Carbon-fiber Shoes on Outdoor Running Biomechanics as Assessed with Wearable Sensors.International journal of exercise science · 2025Article
- Pacing strategies in marathons: A systematic review.Heliyon · 2024Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Training, footwear, nutrition, and racing strategies (i.e., drafting) have all been shown to reduce the metabolic cost of distance running (i.e., improve running economy). However, how these improvements in running economy (RE) quantitatively translate into faster running performance is less established. Here, we quantify how metabolic savings translate into faster running performance, considering both the inherent rate of oxygen uptake-velocity relation and the additional cost of overcoming air resistance when running overground. We collate and compare five existing equations for oxygen uptake-velocity relations across wide velocity ranges. Because the oxygen uptake vs. velocity relation is non-linear, for velocities slower than ∼3 m/s, the predicted percent improvement in velocity is slightly greater than the percent improvement in RE. For velocities faster than ∼3 m/s, the predicted percent improvement in velocity is less than the percent improvements in RE. At 5.5 m/s, i.e., world-class marathon pace, the predicted percent improvement in velocity is ∼2/3rds of the percent improvement in RE. For example, at 2:04 marathon pace, a 3% improvement in RE translates to a 1.97% faster velocity or 2:01:36, almost exactly equal to the recently set world record.
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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.