ReviewSports medicine (Auckland, N.Z.)2006
The role of information processing between the brain and peripheral physiological systems in pacing and perception of effort.
Review in Sports medicine (Auckland, N.Z.), 2006. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 125 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
125 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Comparative Effects of Pacing Strategies on Endurance Performance: A Systematic Review and Network Meta-Analysis.Sports medicine (Auckland, N.Z.) · 2026Pooled it
- The Duration of Non-Local Muscle Fatigue Effects.Journal of sports science & medicine · 2024Trial
- Effect of different pacing strategies on 4-km cycling time trial performance.Brazilian journal of medical and biological research = Revista brasileira de pesquisas medicas e biologica · 2023Trial
- The effect of severe and moderate hypoxia on exercise at a fixed level of perceived exertion.European journal of applied physiology · 2019Trial
- Endurance exercise performance in acute hypoxia is influenced by expiratory flow limitation.European journal of applied physiology · 2015Trial
- Effects of isolated locomotor muscle fatigue on pacing and time trial performance.European journal of applied physiology · 2013Trial
- Effect of a 2-h hyperglycemic-hyperinsulinemic glucose clamp to promote glucose storage on endurance exercise performance.European journal of applied physiology · 2011Trial
- Consistency of perceptual and metabolic responses to a laboratory-based simulated 4,000-m cycling time trial.European journal of applied physiology · 2011Trial
- Perception of exercise difficulty predicts weight regain in formerly overweight women.Obesity (Silver Spring, Md.) · 2010Trial
- Influence of exercise variation on the retention of a pacing strategy.European journal of applied physiology · 2010Trial
- Rapidity of responding to a hypoxic challenge during exercise.European journal of applied physiology · 2009Trial
- The Effect of Non-Invasive Brain Stimulation on Running Performance and Inertial Measurement Unit-Derived Spatiotemporal Parameters in Endurance-Trained Runners.Sensors (Basel, Switzerland) · 2026Article
- Pacing Profiles in Half-Marathon and Marathon Running Based on Performance Level, Sex, and Age: A Narrative Review.Medicina (Kaunas, Lithuania) · 2026Review
- Effects of Visual Feedback Availability on Aerobic Performance and Pacing Strategy During a 5 km Running Time Trial.Sports (Basel, Switzerland) · 2026Article
- Perspective: thermo-sensation to thermoregulation: advancing the anticipation debate via transient receptor potential (TRP) channels.European journal of applied physiology · 2026Review
- Energy Availability as a Neurocognitive Regulator of Endurance Performance: Integrating Metabolic, Perceptual, and Decision-Making Mechanisms-A Narrative Review.Sports (Basel, Switzerland) · 2026Review
- Comparative effects of high-intensity interval training at low and moderate altitudes on 5000-m performance and perceptual responses: A randomized controlled trial.Journal of exercise science and fitness · 2026Article
- Effort and its perception revisited: How physical-domain insights could lead toward a unified theory.Cognitive, affective & behavioral neuroscience · 2026Review
- The impact of advanced footwear technology on running performance and pacing in world marathon majors.Frontiers in physiology · 2026Article
- Effects of reduced voluntary effort on muscle mechanical properties during loaded medicine ball throws.Scientific reports · 2025Article
65 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
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This article examines how pacing strategies during exercise are controlled by information processing between the brain and peripheral physiological systems. It is suggested that, although several different pacing strategies can be used by athletes for events of different distance or duration, the underlying principle of how these different overall pacing strategies are controlled is similar. Perhaps the most important factor allowing the establishment of a pacing strategy is knowledge of the endpoint of a particular event. The brain centre controlling pace incorporates knowledge of the endpoint into an algorithm, together with memory of prior events of similar distance or duration, and knowledge of external (environmental) and internal (metabolic) conditions to set a particular optimal pacing strategy for a particular exercise bout. It is proposed that an internal clock, which appears to use scalar rather than absolute time scales, is used by the brain to generate knowledge of the duration or distance still to be covered, so that power output and metabolic rate can be altered appropriately throughout an event of a particular duration or distance. Although the initial pace is set at the beginning of an event in a feedforward manner, no event or internal physiological state will be identical to what has occurred previously. Therefore, continuous adjustments to the power output in the context of the overall pacing strategy occur throughout the exercise bout using feedback information from internal and external receptors. These continuous adjustments in power output require a specific length of time for afferent information to be assessed by the brain's pace control algorithm, and for efferent neural commands to be generated, and we suggest that it is this time lag that crates the fluctuations in power output that occur during an exercise bout. These non-monotonic changes in power output during exercise, associated with information processing between the brain and peripheral physiological systems, are crucial to maintain the overall pacing strategy chosen by the brain algorithm of each athlete at the start of the exercise bout.
Indexed as
Identifiers
16869711What OpenQuestion holds
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.