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Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies
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Using an Adult-Designed Wearable for Pediatric Monitoring: Practical Tutorial and Application in School-Aged Children

Alessandra Angelucci1, Andrea Aliverti1, Matteo Vandoni2

  • 1Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci 32, Milan, 20133, Italy, +39 3204299516.

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Summary

This tutorial guides using adult wearables like Fitbit to collect pediatric activity and cardiovascular data in obese children. It highlights unique considerations for accurate child monitoring and clinical integration.

Keywords:
activity monitoringcardiovascular monitoringchildhood obesitywearable data qualitywearable devices

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Area of Science:

  • Pediatric Health
  • Biomedical Engineering
  • Wearable Technology

Background:

  • Commercial wearables are prevalent but often designed for adults.
  • Pediatric populations, especially children with obesity, require distinct monitoring considerations.
  • Accurate collection of activity and cardiovascular metrics in children presents unique challenges.

Purpose of the Study:

  • To provide a step-by-step guide for using adult-oriented wearables (Fitbit) in pediatric populations.
  • To detail considerations for collecting and analyzing activity and cardiovascular data in school-aged children with obesity.
  • To inform clinicians and researchers on adapting adult wearables for pediatric use.

Main Methods:

  • Outlined the landscape of commercial wearables for adults and children.
  • Illustrated specific considerations for pediatric cardiovascular monitoring.
  • Presented a clinical application integrating wearable data with the 6-minute walk test.

Main Results:

  • Exploratory correlations were observed between wearable data and clinical measurements.
  • Data collection and integration methods were detailed for a small sample (n=16).
  • Identified limitations and future perspectives for long-term pediatric monitoring.

Conclusions:

  • Adult wearables can be adapted for pediatric use with careful consideration of specific needs.
  • Further research is needed to validate wearables for long-term pediatric health monitoring.
  • This tutorial aims to guide stakeholders in utilizing wearables for pediatric obesity management.