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Conducting Maximal and Submaximal Endurance Exercise Testing to Measure Physiological and Biological Responses to Acute Exercise in Humans
Published on: October 17, 2018
Development of a submaximal test to predict elliptical cross-trainer VO2max
Lance C Dalleck1, Len Kravitz, Robert A Robergs
1University of New Mexico, Albuquerque, New Mexico 87102, USA. lcdalleck@newheart.nm.org
Journal of Strength and Conditioning Research
|May 13, 2006
Summary
This study developed a new equation to accurately estimate maximal oxygen uptake (VO2max) using a submaximal elliptical cross-trainer test. This provides a practical tool for exercise professionals to assess cardiorespiratory fitness outside of laboratory settings.
Area of Science:
- Exercise Physiology
- Cardiorespiratory Fitness Assessment
Background:
- Maximal oxygen uptake (VO2max) is a key indicator of cardiorespiratory fitness.
- Accurate VO2max estimation is crucial for exercise prescription and health monitoring.
- Current VO2max testing often requires specialized laboratory equipment.
Purpose of the Study:
- To develop and validate a predictive equation for VO2max using a submaximal elliptical cross-trainer test.
- To provide a practical and accessible method for estimating VO2max in non-laboratory settings.
Main Methods:
- Fifty-four healthy adults underwent a submaximal elliptical cross-trainer test and a maximal VO2max test.
- Stepwise multiple regression analysis was used to derive a prediction equation.
- Cross-validation was performed to assess the equation's accuracy and generalizability.
Main Results:
- A predictive equation for VO2max was developed using gender, weight, age, cadence, and heart rate.
- The final equation demonstrated high predictive accuracy (R2 = 0.732, r = 0.86).
- Predicted VO2max values showed no significant difference from measured values in the validation group.
Conclusions:
- The developed submaximal elliptical cross-trainer protocol and prediction equation provide acceptably accurate VO2max estimates.
- This method offers a viable alternative for exercise professionals to assess cardiorespiratory fitness in diverse settings.
- The findings support the use of this protocol for practical fitness evaluations.

