Validity of combining heart rate and uniaxial acceleration to measure free-living physical activity energy expenditure in young men - PubMed (original) (raw)
Comparative Study
. 2012 Dec 1;113(11):1763-71.
doi: 10.1152/japplphysiol.01413.2011. Epub 2012 Sep 27.
Affiliations
- PMID: 23019315
- DOI: 10.1152/japplphysiol.01413.2011
Free article
Comparative Study
Validity of combining heart rate and uniaxial acceleration to measure free-living physical activity energy expenditure in young men
C Villars et al. J Appl Physiol (1985). 2012.
Free article
Abstract
Combining accelerometry (ACC) with heart rate (HR) monitoring is thought to improve activity energy expenditure (AEE) estimations compared with ACC alone to evaluate the validity of ACC and HR used alone or combined. The purpose of this study was to estimate AEE in free-living conditions compared with doubly labeled water (DLW). Ten-day free-living AEE was measured by a DLW protocol in 35 18- to 55-yr-old men (11 lean active; 12 lean sedentary; 12 overweight sedentary) wearing an Actiheart (combining ACC and HR) and a RT3 accelerometer. AEE was estimated using group or individual calibration of the HR/AEE relationship, based on an exercise-tolerance test. In a subset (n = 21), AEE changes (ΔAEE) were measured after 1 mo of detraining (active subjects) or an 8-wk training (sedentary subjects). Actiheart-combined ACC/HR estimates were more accurate than estimates from HR or ACC alone. Accuracy of the Actiheart group-calibrated ACC/HR estimates was modest [intraclass correlation coefficient (ICC) = 0.62], with no bias but high root mean square error (RMSE) and limits of agreement (LOA). The mean bias of the estimates was reduced by one-third, like RMSE and LOA, by individual calibration (ICC = 0.81). Contrasting with group-calibrated estimates, the Actiheart individual-calibrated ACC/HR estimates explained 40% of the variance of the DLW-ΔAEE (ICC = 0.63). This study supports a good level of agreement between the Actiheart ACC/HR estimates and DLW-measured AEE in lean and overweight men with varying fitness levels. Individual calibration of the HR/AEE relationship is necessary for AEE estimations at an individual level rather than at group scale and for ΔAEE evaluation.
Similar articles
- Validity of hip-mounted uniaxial accelerometry with heart-rate monitoring vs. triaxial accelerometry in the assessment of free-living energy expenditure in young children: the IDEFICS Validation Study.
Ojiambo R, Konstabel K, Veidebaum T, Reilly J, Verbestel V, Huybrechts I, Sioen I, Casajús JA, Moreno LA, Vicente-Rodriguez G, Bammann K, Tubic BM, Marild S, Westerterp K, Pitsiladis YP; IDEFICS Consortium. Ojiambo R, et al. J Appl Physiol (1985). 2012 Nov;113(10):1530-6. doi: 10.1152/japplphysiol.01290.2011. Epub 2012 Sep 20. J Appl Physiol (1985). 2012. PMID: 22995396 - Validity of a combined heart rate and motion sensor for the measurement of free-living energy expenditure in very active individuals.
Santos DA, Silva AM, Matias CN, Magalhães JP, Fields DA, Minderico CS, Ekelund U, Sardinha LB. Santos DA, et al. J Sci Med Sport. 2014 Jul;17(4):387-93. doi: 10.1016/j.jsams.2013.09.006. Epub 2013 Sep 18. J Sci Med Sport. 2014. PMID: 24184093 - Assessment of energy expenditure during high intensity cycling and running using a heart rate and activity monitor in young active adults.
Klass M, Faoro V, Carpentier A. Klass M, et al. PLoS One. 2019 Nov 7;14(11):e0224948. doi: 10.1371/journal.pone.0224948. eCollection 2019. PLoS One. 2019. PMID: 31697742 Free PMC article. - Prediction of activity-related energy expenditure using accelerometer-derived physical activity under free-living conditions: a systematic review.
Jeran S, Steinbrecher A, Pischon T. Jeran S, et al. Int J Obes (Lond). 2016 Aug;40(8):1187-97. doi: 10.1038/ijo.2016.14. Epub 2016 Feb 2. Int J Obes (Lond). 2016. PMID: 27163747 Review. - Usefulness of motion sensors to estimate energy expenditure in children and adults: a narrative review of studies using DLW.
Sardinha LB, Júdice PB. Sardinha LB, et al. Eur J Clin Nutr. 2017 Mar;71(3):331-339. doi: 10.1038/ejcn.2017.2. Epub 2017 Feb 1. Eur J Clin Nutr. 2017. PMID: 28145419 Review.
Cited by
- Detection of sedentary time and bouts using consumer-grade wrist-worn devices: a hidden semi-Markov model.
Salim A, Brakenridge CJ, Lekamlage DH, Howden E, Grigg R, Dillon HT, Bondell HD, Simpson JA, Healy GN, Owen N, Dunstan DW, Winkler EAH. Salim A, et al. BMC Med Res Methodol. 2024 Sep 30;24(1):222. doi: 10.1186/s12874-024-02311-5. BMC Med Res Methodol. 2024. PMID: 39350114 Free PMC article. - Raw Photoplethysmography as an Enhancement for Research-Grade Wearable Activity Monitors.
Hibbing PR, Khan MM. Hibbing PR, et al. JMIR Mhealth Uhealth. 2024 Sep 27;12:e57158. doi: 10.2196/57158. JMIR Mhealth Uhealth. 2024. PMID: 39331461 Free PMC article. - Development and Calibration of a PATCH Device for Monitoring Children's Heart Rate and Acceleration.
Armstrong B, Weaver RG, McAninch J, Smith MT, Parker H, Lane AD, Wang Y, Pate RR, Rahman M, Matolak DW, Chandrashekhar MVS. Armstrong B, et al. Med Sci Sports Exerc. 2024 Jun 1;56(6):1196-1207. doi: 10.1249/MSS.0000000000003404. Epub 2024 Feb 9. Med Sci Sports Exerc. 2024. PMID: 38377012 - Estimating Physical Activity and Sleep using the Combination of Movement and Heart Rate: A Systematic Review and Meta-Analysis.
White JW 3rd, Pfledderer CD, Kinard P, Beets MW, VON Klinggraeff L, Armstrong B, Adams EL, Welk GJ, Burkart S, Weaver RG. White JW 3rd, et al. Int J Exerc Sci. 2024 Jan 1;16(7):1514-1539. eCollection 2023. Int J Exerc Sci. 2024. PMID: 38287938 Free PMC article. Review. - Concurrent validity of the combined HRV/ACC sensor and physical activity diary when monitoring physical activity in university students during free-living days.
Liu H, Li Q, Li Y, Wang Y, Huang Y, Bao D, Liu H, Cui Y. Liu H, et al. Front Public Health. 2022 Sep 8;10:950074. doi: 10.3389/fpubh.2022.950074. eCollection 2022. Front Public Health. 2022. PMID: 36159256 Free PMC article.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Medical