ReviewSports medicine (Auckland, N.Z.)2013
Estimation of maximal oxygen uptake via submaximal exercise testing in sports, clinical, and home settings.
Review in Sports medicine (Auckland, N.Z.), 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 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.
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
58 citing papers in PubMed, 1 synthesis or guideline pooled it, 133 citations in OpenAlex.
- Heart Rate Monitors for the Estimation of Physical Activity in Patients With Cardiovascular Disease: Systematic Review.JMIR mHealth and uHealth · 2026Pooled it
- VOeLife · 2023Trial
- Proof of concept of a 45-second cardiorespiratory fitness self-test for coronary artery disease patients based on accelerometry.PloS one · 2017Trial
- Feasibility of a field-based submaximal stair ascent test for estimating aerobic capacity and lower-limb strength in middle-aged and older adults.Clinical physiology and functional imaging · 2026Article
- Article
- Measurement Properties of the Modified Incremental Step Test for Assessing Exercise Capacity in Individuals With Type 2 Diabetes.Physiotherapy research international : the journal for researchers and clinicians in physical therapy · 2026Article
- Classification of "Athlete's Heart" using machine learning of conventional 12-lead ECG: male elite 3,000-m runner data in the CHIEF study.Frontiers in sports and active living · 2026Article
- Article
- Assessing the Validity and Reliability of the PNOE¯ for Measuring Cardiometabolic Outcomes During Walking Exercise.Journal of functional morphology and kinesiology · 2025Article
- Comparison Among Heart Rate, Perceived Exertion, and Blood Lactate Concentration for 2 Different Submaximal Exercise Testing Protocols in Recreational Cricket Players.Journal of chiropractic medicine · 2025Article
- Assessment and repeatability of aerobic capacity using the Chester Step Test among current, former, and never smokers.Internal and emergency medicine · 2025Article
- Assessing the Accuracy of Smartwatch-Based Estimation of Maximum Oxygen Uptake Using the Apple Watch Series 7: Validation Study.JMIR biomedical engineering · 2024Article
- Article
- Validation of VOInternational journal of medical sciences · 2024Article
- Do Surrogate Markers of Cardiorespiratory Fitness Predict Individual Changes in VOInternational journal of exercise science · 2024Article
- Feasibility of predicting maximal oxygen uptake by using the efficiency factor in healthy men.Scientific reports · 2023Article
- Estimation of cardiorespiratory fitness using heart rate and step count data.Scientific reports · 2023Article
- Maximal oxygen uptake prediction from submaximal bicycle ergometry using a differential model.Scientific reports · 2023Article
- Modified Isoinertial-Based Ruffier Test in Healthy Individuals: A Feasibility Study.Journal of functional morphology and kinesiology · 2023Article
- Predicting Maximum Oxygen Uptake from Non-Exercise and Submaximal Exercise Tests in Paraplegic Men with Spinal Cord Injury.Healthcare (Basel, Switzerland) · 2023Article
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 at 7 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Assessment of the functional capacity of the cardiovascular system is essential in sports medicine. For athletes, the maximal oxygen uptake [Formula: see text] provides valuable information about their aerobic power. In the clinical setting, the (VO(2max)) provides important diagnostic and prognostic information in several clinical populations, such as patients with coronary artery disease or heart failure. Likewise, VO(2max) assessment can be very important to evaluate fitness in asymptomatic adults. Although direct determination of [VO(2max) is the most accurate method, it requires a maximal level of exertion, which brings a higher risk of adverse events in individuals with an intermediate to high risk of cardiovascular problems. Estimation of VO(2max) during submaximal exercise testing can offer a precious alternative. Over the past decades, many protocols have been developed for this purpose. The present review gives an overview of these submaximal protocols and aims to facilitate appropriate test selection in sports, clinical, and home settings. Several factors must be considered when selecting a protocol: (i) The population being tested and its specific needs in terms of safety, supervision, and accuracy and repeatability of the VO(2max) estimation. (ii) The parameters upon which the prediction is based (e.g. heart rate, power output, rating of perceived exertion [RPE]), as well as the need for additional clinically relevant parameters (e.g. blood pressure, ECG). (iii) The appropriate test modality that should meet the above-mentioned requirements should also be in line with the functional mobility of the target population, and depends on the available equipment. In the sports setting, high repeatability is crucial to track training-induced seasonal changes. In the clinical setting, special attention must be paid to the test modality, because multiple physiological parameters often need to be measured during test execution. When estimating VO(2max), one has to be aware of the effects of medication on heart rate-based submaximal protocols. In the home setting, the submaximal protocols need to be accessible to users with a broad range of characteristics in terms of age, equipment, time available, and an absence of supervision. In this setting, the smart use of sensors such as accelerometers and heart rate monitors will result in protocol-free VO(2max) assessments. In conclusion, the need for a low-risk, low-cost, low-supervision, and objective evaluation of VO(2max) has brought about the development and the validation of a large number of submaximal exercise tests. It is of paramount importance to use these tests in the right context (sports, clinical, home), to consider the population in which they were developed, and to be aware of their limitations.
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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.