Related Experiment Video
Updated: Jun 14, 2026

07:26
Conducting Maximal and Submaximal Endurance Exercise Testing to Measure Physiological and Biological Responses to Acute Exercise in Humans
Published on: October 17, 2018
The validity and reliability of predicting maximal oxygen uptake from a treadmill-based sub-maximal perceptually
Michael Morris1, Kevin L Lamb, John Hayton
1University of Chester, Parkgate Road, Chester, UK.
European Journal of Applied Physiology
|March 31, 2010
Summary
This study shows that maximal oxygen uptake (VO2max) can be reliably predicted using a treadmill-based perceptually regulated exercise test (PRET) up to an RPE of 15 ("Hard"). This method offers a practical approach for assessing cardiorespiratory fitness.
Area of Science:
- Exercise Physiology
- Cardiorespiratory Fitness Assessment
- Sports Science
Background:
- VO2max is a key indicator of cardiorespiratory fitness.
- Previous methods for VO2max prediction have limitations in safety and practicality.
- Perceptually regulated exercise tests (PRET) offer an alternative to traditional maximal exercise tests.
Purpose of the Study:
- To determine the accuracy and reliability of VO2max prediction using a treadmill-based PRET.
- To investigate the efficacy of incorporating a Rating of Perceived Exertion (RPE) upper limit of 15 ('Hard') in PRET.
- To establish a safer and more practical method for VO2max assessment.
Main Methods:
- Eighteen healthy, active adults completed three treadmill PRETs and one maximal graded exercise test.
- Participants self-regulated exercise intensity to achieve RPE levels 9, 11, 13, and 15.
- Oxygen uptake (VO2) was measured continuously, and VO2max was predicted via regression analysis extrapolated to RPE 19 and 20.
Main Results:
- Optimal limits of agreement between actual and predicted VO2max were -0.6 ± 7.1 ml·kg⁻¹·min⁻¹ (RPE20) and -2.5 ± 9.4 ml·kg⁻¹·min⁻¹ (RPE19).
- Reliability analysis showed limits of agreement of 1.6 ± 8.5 ml·kg⁻¹·min⁻¹ (RPE20) and 2.7 ± 9.4 ml·kg⁻¹·min⁻¹ (RPE19) between trials.
- The findings indicate acceptable reliability and validity for VO2max predictions using this novel PRET protocol.
Conclusions:
- A treadmill-based PRET, utilizing an RPE limit of 15, provides acceptably reliable and valid predictions of VO2max in young, healthy adults.
- This perceptually regulated approach offers a practical and safer alternative for assessing cardiorespiratory fitness.
- Further research may explore the application of this method in diverse populations and with additional practice.
