Related Experiment Video
Updated: May 26, 2026

08:45
Assessment of Physical Activity Intensity with Accelerometers and Oxygen Consumption
Published on: June 20, 2025
Estimation of resistance exercise energy expenditure using triaxial accelerometry
Michael J Stec1, Eric S Rawson
1Department of Exercise Science, Bloomsburg University, Bloomsburg, Pennsylvania, USA.
Journal of Strength and Conditioning Research
|January 7, 2012
Summary
Triaxial accelerometers can estimate resistance exercise energy expenditure when worn at the waist. This method may aid athletes in managing energy balance during resistance training.
Area of Science:
- Exercise Physiology
- Biomechanics
- Wearable Technology
Background:
- Previous research indicated uniaxial accelerometers can estimate resistance exercise energy expenditure.
- Resistance exercise involves multi-planar movements, suggesting triaxial accelerometers might offer improved accuracy.
- Optimal placement of triaxial accelerometers for this purpose requires investigation.
Purpose of the Study:
- To estimate resistance exercise energy expenditure using triaxial accelerometry.
- To identify the most effective body location for wearing triaxial accelerometers during resistance exercise.
Main Methods:
- Thirty participants (15 male, 15 female) completed a resistance exercise protocol with 10-repetition maximum (10RM) loads.
- Triaxial accelerometers were worn on the wrist, waist, and ankle, alongside heart rate monitors and portable metabolic systems.
- Net energy expenditure was measured and correlated with accelerometer data from various locations.
Main Results:
- Net energy expenditure showed significant correlations with vertical, horizontal, and sum of 3-axis counts at the waist.
- Horizontal accelerometer counts at the wrist also correlated with energy expenditure.
- A regression equation incorporating waist accelerometer data, fat-free mass, and sex explained 73% of the variance in energy expenditure.
Conclusions:
- Triaxial accelerometers worn at the waist can estimate resistance exercise energy expenditure.
- Waist-worn triaxial accelerometers do not appear to offer significant advantages over uniaxial accelerometers for this application.
- Accelerometer technology shows potential for individuals and athletes focused on precise energy balance during resistance training.

