SynthesisSports medicine (Auckland, N.Z.)2024
Standard Deviation of Individual Response for VO
Synthesis in Sports medicine (Auckland, N.Z.), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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
8 citing papers in PubMed.
- Heavy resistance exercise training in older men: A responder and inter-individual variability analysis.PloS one · 2026Trial
- Six Weeks of Low-Volume Sprint Interval Training Improves Peak Oxygen Uptake Compared to a Non-Exercise Control: A Randomized Controlled Trial.Scandinavian journal of medicine & science in sports · 2025Trial
- Aerobic Exercise Training and VOJournal of functional morphology and kinesiology · 2026Review
- Inter-Individual Heterogeneity in Aerobic Training Adaptations: Systematic Review of the Evidence Base for Personalized Exercise Prescription.Life (Basel, Switzerland) · 2025Review
- The Dose-Response Relationship of Exercise-Based Injury Prevention Programmes: Implications for Research and Practice.Sports medicine (Auckland, N.Z.) · 2025Article
- Concerns regarding the standard deviation of individual responses for assessing treatment response heterogeneity.Journal of applied physiology (Bethesda, Md. : 1985) · 2025Review
- Biomarkers of aging: from molecules and surrogates to physiology and function.Physiological reviews · 2025Review
- Effects of aerobic training on brachial artery flow-mediated dilation in healthy adults: a meta-analysis of inter-individual response differences in randomized controlled trials.BMC sports science, medicine & rehabilitation · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
Abstract
backgroundAlthough numerous attempts to demonstrate inter-individual differences in trainability across various outcomes have been unsuccessful, the investigation of maximal oxygen consumption (VO
objectiveOur objective was to conduct the first systematic review and meta-analysis to evaluate inter-individual differences in VO
methodsWe conducted a literature search across three databases: EMBASE, PubMed and SCOPUS. The search strategy incorporated two main concepts: aerobic exercise training and VO
resultsThe literature search generated 32,968 studies, 24 of which were included in the final analysis. Our findings indicated that (1) the majority of variation in observed change scores following an intervention is due to measurement error, (2) calculating SD
conclusionOverall, our meta-analysis demonstrated that there is not strong evidence supporting the existence of VO
Indexed as
Identifiers
39160296What Socratic 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 Socratic graph.