Using an Adult-Designed Wearable for Pediatric Monitoring: Practical Tutorial and Application in School-Aged Children With Obesity

This tutorial presents a step-by-step guide on how to use an adult-oriented wearable (Fitbit) to collect and analyze activity and cardiovascular data in a pediatric population of school-aged children with obesity. After outlining the current landscape of commercial wearables for adults and children, the tutorial illustrates the distinct considerations required for accurate pediatric monitoring, especially for cardiovascular metrics and derived features. The text provides a clinical application, highlighting how data from these devices were gathered and integrated with standard clinical measurements (ie, 1 week of monitoring with the wearable compared with the 6-minute walk test). The tutorial also discusses potential correlations, which should be interpreted as exploratory, given the small sample size (n=16), as well as limitations and future perspectives on using wearables for long-term pediatric monitoring of school-aged children, aiming to inform clinicians, researchers, and other stakeholders about the additional considerations that are needed to use wearables designed for adults to monitor this age group.

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Publication Details

Journal
Journal of Medical Internet Research
Published
2026-03-20
DOI
https://doi.org/10.2196/76166
Primary Topic
Non-Invasive Vital Sign Monitoring
Type
article
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article

Using an Adult-Designed Wearable for Pediatric Monitoring: Practical Tutorial and Application in School-Aged Children With Obesity

Alessandra Angelucci, Matteo Vandoni, Cristiana Larizza, Daniela Lucini et al.
Journal of Medical Internet Research
Non-Invasive Vital Sign Monitoring
article

Using an Adult-Designed Wearable for Pediatric Monitoring: Practical Tutorial and Application in School-Aged Children With Obesity

Alessandra Angelucci, Matteo Vandoni, Cristiana Larizza, Daniela Lucini, Vittoria Carnevale Pellino, Gianvincenzo Zuccotti, Valeria Calcaterra, Andrea Aliverti
article en

Abstract

This tutorial presents a step-by-step guide on how to use an adult-oriented wearable (Fitbit) to collect and analyze activity and cardiovascular data in a pediatric population of school-aged children with obesity. After outlining the current landscape of commercial wearables for adults and children, the tutorial illustrates the distinct considerations required for accurate pediatric monitoring, especially for cardiovascular metrics and derived features. The text provides a clinical application, highlighting how data from these devices were gathered and integrated with standard clinical measurements (ie, 1 week of monitoring with the wearable compared with the 6-minute walk test). The tutorial also discusses potential correlations, which should be interpreted as exploratory, given the small sample size (n=16), as well as limitations and future perspectives on using wearables for long-term pediatric monitoring of school-aged children, aiming to inform clinicians, researchers, and other stakeholders about the additional considerations that are needed to use wearables designed for adults to monitor this age group.

Journal of Medical Internet ResearchVol. 28
University of Milan (IT), University of Pavia (IT), IRCCS Istituto Auxologico Italiano (IT), Ospedale dei Bambini Vittore Buzzi (IT), Politecnico di Milano (IT)
Quality Education
Openalex Percentile: Top 12%
Non-Invasive Vital Sign Monitoring
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Using an Adult-Designed Wearable for Pediatric Monitoring: Practical Tutorial and Application in School-Aged Children With Obesity — Alessandra Angelucci, Matteo Vandoni, et al. · Journal of Medical Internet Research (2026) | TGRS Research Map | TGRS