Development of an accelerometer-based multivariate model to predict free-living energy expenditure in a large military cohort
Horner, 2012
Description
Models for predicting total energy expenditure (TEE) and physical activity energy expenditure (PAEE) were created separately for males and females wearing a 3dnx on their lower back during free-living. Participants were from military cohorts in the UK. Coefficient of determination (R2) was 0.65 for TEE and 0.41 for PAEE.
Development/Validation
Sample: 155 (111 males) adults in the military, 20.6±3.9 years of age
Setting: Free-living
Activities: Free-living
Criterion: Doubly labeled water
Accelerometer(s): 3dnx on lower back
Validation approach: Comparison to criterion
Instructions
Models are provided for TEE and PAEE separately for males and females. Input variables include weight, height, and 3dnx counts/day.
Males
Females
Source Information
Horner, F., Bilzon, J. L., Rayson, M., Blacker, S., Richmond, V., Carter, J., ... & Nevill, A. (2013). Development of an accelerometer-based multivariate model to predict free-living energy expenditure in a large military cohort. Journal of Sports Sciences, 31(4), 354-360. https://doi.org/10.1080/02640414.2012.734632 Link to Paper
Corresponding author: James Bilzon, j.bilzon@bath.ac.uk
Contact
Kimberly Clevenger at accelerometerrepository@gmail.com