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Accuracy of Smart Scales on Weight and Body Composition: Observational Study

BACKGROUND: Smart scales are increasingly used at home by patients to monitor their body weight and body composition, but scale accuracy has not often been documented. OBJECTIVE: The goal of the research was to determine the accuracy of 3 commercially available smart scales for weight and body compo...

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Autores principales: Frija-Masson, Justine, Mullaert, Jimmy, Vidal-Petiot, Emmanuelle, Pons-Kerjean, Nathalie, Flamant, Martin, d'Ortho, Marie-Pia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8122302/
https://www.ncbi.nlm.nih.gov/pubmed/33929337
http://dx.doi.org/10.2196/22487
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author Frija-Masson, Justine
Mullaert, Jimmy
Vidal-Petiot, Emmanuelle
Pons-Kerjean, Nathalie
Flamant, Martin
d'Ortho, Marie-Pia
author_facet Frija-Masson, Justine
Mullaert, Jimmy
Vidal-Petiot, Emmanuelle
Pons-Kerjean, Nathalie
Flamant, Martin
d'Ortho, Marie-Pia
author_sort Frija-Masson, Justine
collection PubMed
description BACKGROUND: Smart scales are increasingly used at home by patients to monitor their body weight and body composition, but scale accuracy has not often been documented. OBJECTIVE: The goal of the research was to determine the accuracy of 3 commercially available smart scales for weight and body composition compared with dual x-ray absorptiometry (DEXA) as the gold standard. METHODS: We designed a cross-sectional study in consecutive patients evaluated for DEXA in a physiology unit in a tertiary hospital in France. There were no exclusion criteria except patient declining to participate. Patients were weighed with one smart scale immediately after DEXA. Three scales were compared (scale 1: Body Partner [Téfal], scale 2: DietPack [Terraillon], and scale 3: Body Cardio [Nokia Withings]). We determined absolute error between the gold standard values obtained from DEXA and the smart scales for body mass, fat mass, and lean mass. RESULTS: The sample for analysis included 53, 52, and 48 patients for each of the 3 tested smart scales, respectively. The median absolute error for body weight was 0.3 kg (interquartile range [IQR] –0.1, 0.7), 0 kg (IQR –0.4, 0.3), and 0.25 kg (IQR –0.10, 0.52), respectively. For fat mass, absolute errors were –2.2 kg (IQR –5.8, 1.3), –4.4 kg (IQR –6.6, 0), and –3.7 kg (IQR –8.0, 0.28), respectively. For muscular mass, absolute errors were –2.2 kg (IQR –5.8, 1.3), –4.4 kg (IQR –6.6, 0), and –3.65 kg (IQR –8.03, 0.28), respectively. Factors associated with fat mass measurement error were weight for scales 1 and 2 (P=.03 and P<.001, respectively), BMI for scales 1 and 2 (P=.034 and P<.001, respectively), body fat for scale 1 (P<.001), and muscular and bone mass for scale 2 (P<.001 for both). Factors associated with muscular mass error were weight and BMI for scale 1 (P<.001 and P=.004, respectively), body fat for scales 1 and 2 (P<.001 for both), and muscular and bone mass for scale 2 (P<.001 and P=.002, respectively). CONCLUSIONS: Smart scales are not accurate for body composition and should not replace DEXA in patient care. TRIAL REGISTRATION: ClinicalTrials.gov NCT03803098; https://clinicaltrials.gov/ct2/show/NCT03803098
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spelling pubmed-81223022021-06-02 Accuracy of Smart Scales on Weight and Body Composition: Observational Study Frija-Masson, Justine Mullaert, Jimmy Vidal-Petiot, Emmanuelle Pons-Kerjean, Nathalie Flamant, Martin d'Ortho, Marie-Pia JMIR Mhealth Uhealth Original Paper BACKGROUND: Smart scales are increasingly used at home by patients to monitor their body weight and body composition, but scale accuracy has not often been documented. OBJECTIVE: The goal of the research was to determine the accuracy of 3 commercially available smart scales for weight and body composition compared with dual x-ray absorptiometry (DEXA) as the gold standard. METHODS: We designed a cross-sectional study in consecutive patients evaluated for DEXA in a physiology unit in a tertiary hospital in France. There were no exclusion criteria except patient declining to participate. Patients were weighed with one smart scale immediately after DEXA. Three scales were compared (scale 1: Body Partner [Téfal], scale 2: DietPack [Terraillon], and scale 3: Body Cardio [Nokia Withings]). We determined absolute error between the gold standard values obtained from DEXA and the smart scales for body mass, fat mass, and lean mass. RESULTS: The sample for analysis included 53, 52, and 48 patients for each of the 3 tested smart scales, respectively. The median absolute error for body weight was 0.3 kg (interquartile range [IQR] –0.1, 0.7), 0 kg (IQR –0.4, 0.3), and 0.25 kg (IQR –0.10, 0.52), respectively. For fat mass, absolute errors were –2.2 kg (IQR –5.8, 1.3), –4.4 kg (IQR –6.6, 0), and –3.7 kg (IQR –8.0, 0.28), respectively. For muscular mass, absolute errors were –2.2 kg (IQR –5.8, 1.3), –4.4 kg (IQR –6.6, 0), and –3.65 kg (IQR –8.03, 0.28), respectively. Factors associated with fat mass measurement error were weight for scales 1 and 2 (P=.03 and P<.001, respectively), BMI for scales 1 and 2 (P=.034 and P<.001, respectively), body fat for scale 1 (P<.001), and muscular and bone mass for scale 2 (P<.001 for both). Factors associated with muscular mass error were weight and BMI for scale 1 (P<.001 and P=.004, respectively), body fat for scales 1 and 2 (P<.001 for both), and muscular and bone mass for scale 2 (P<.001 and P=.002, respectively). CONCLUSIONS: Smart scales are not accurate for body composition and should not replace DEXA in patient care. TRIAL REGISTRATION: ClinicalTrials.gov NCT03803098; https://clinicaltrials.gov/ct2/show/NCT03803098 JMIR Publications 2021-04-30 /pmc/articles/PMC8122302/ /pubmed/33929337 http://dx.doi.org/10.2196/22487 Text en ©Justine Frija-Masson, Jimmy Mullaert, Emmanuelle Vidal-Petiot, Nathalie Pons-Kerjean, Martin Flamant, Marie-Pia d'Ortho. Originally published in JMIR mHealth and uHealth (https://mhealth.jmir.org), 30.04.2021. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR mHealth and uHealth, is properly cited. The complete bibliographic information, a link to the original publication on http://mhealth.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Frija-Masson, Justine
Mullaert, Jimmy
Vidal-Petiot, Emmanuelle
Pons-Kerjean, Nathalie
Flamant, Martin
d'Ortho, Marie-Pia
Accuracy of Smart Scales on Weight and Body Composition: Observational Study
title Accuracy of Smart Scales on Weight and Body Composition: Observational Study
title_full Accuracy of Smart Scales on Weight and Body Composition: Observational Study
title_fullStr Accuracy of Smart Scales on Weight and Body Composition: Observational Study
title_full_unstemmed Accuracy of Smart Scales on Weight and Body Composition: Observational Study
title_short Accuracy of Smart Scales on Weight and Body Composition: Observational Study
title_sort accuracy of smart scales on weight and body composition: observational study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8122302/
https://www.ncbi.nlm.nih.gov/pubmed/33929337
http://dx.doi.org/10.2196/22487
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