Accuracy of the Actiheart for the assessment of energy expenditure in adults
Abstract
Background/objective The Actiheart (Mini Mitter, Sunriver, OR, USA) uses heart rate (HR) and activity data to predict activity energy expenditure (AEE). Currently, the Actiheart has only been tested during laboratory conditions. Therefore, the objective of this study was to validate the Actiheart prediction method against indirect calorimetry during a wide range of activities in a field setting.Subjects/methods Forty-eight participants (age: 35+/-11.4 years) were recruited for the study. Eighteen activities were split into three routines of six activities and each routine was performed by 20 participants. During each routine, the participants wore an Actiheart and simultaneously, AEE was measured with a Cosmed K4b(2) portable metabolic system. The manufacturer's HR algorithm, activity algorithm, and combined activity and HR algorithm were used to estimate AEE.Results The mean error (and 95% prediction intervals) for the combined activity and HR algorithm, HR algorithm, and activity algorithm versus the Cosmed K4b(2) were 0.02 kJ kg(-1) min(-1) (-0.17, 0.22 kJ kg(-1) min(-1)), -0.03 kJ kg(-1) min(-1) (-0.24, 0.18 kJ kg(-1) min(-1)), and 0.14 kJ kg(-1) min(-1) (-0.12, 0.40 kJ kg(-1) min(-1)), respectively.Conclusion The Actiheart combined activity and HR algorithm and HR algorithm provide similar estimates of AEE on both a group and individual basis.
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The combined motion sensor is an accurate predictor of energy expenditure.
“The combined motion sensor is an accurate predictor of EE [96].”
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References 32 · Cited by 236
- Authors
- Crouter, S. E., Churilla, J. R., & Bassett, D. R.
- Affiliations
- University of Tennessee at Knoxville (US)
- University of Tennessee System (US)
- Corresponding author
- Crouter, S E
- Venue
- European Journal of Clinical Nutrition
- Published
- 2007-04-18
- Volume
- 62
- Issue
- 6
- Pages
- 704-711
- ISSN
- 0954-3007 (ISSN-L)
- 1476-5640
- OpenAlex
- W2081403356
- Cited by
- 236
- References
- 32
- Citations by year
- 2026: 5 · 2025: 1 · 2024: 5 · 2023: 11 · 2022: 7 · 2021: 14 · 2020: 7 · 2019: 16 · 2018: 9 · 2017: 14 · 2016: 22 · 2015: 13 · 2014: 17 · 2013: 24 · 2012: 21
- FWCI
- 7.72
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- European Journal of Clinical Nutrition (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Context-Aware Activity Recognition Systems
- Health Sciences › Medicine › Complementary and alternative medicine › Cardiovascular and exercise physiology
- Keywords
- Actiheart, physical activity energy expenditure, heart rate, activity monitoring, indirect calorimetry, validation, energy expenditure estimation, field settings, adults
- MeSH terms
- Adult, Aged, Algorithms, Calorimetry, Indirect, Energy Metabolism, Female, Heart Rate, Humans, Leisure Activities, Male, Middle Aged, Oxygen Consumption, Predictive Value of Tests, Sensitivity and Specificity, Exercise, Body Mass Index, Cross-Over Studies, Monitoring, Ambulatory
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