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Updated: Aug 6, 2026

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Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies
Published on: February 3, 2023
Device and Data Access Considerations for Digital Health Studies Using Consumer-Grade Wearables: An Experience-Based
Mike Zhu1, Joshua D Spencer2, Sherry Chesak3,4
1Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota, USA.
Clinical and Translational Science
|August 5, 2026
Summary
Consumer wearables offer real-time health monitoring for clinical trials. This guide helps researchers navigate device selection and data management for successful wearable integration.
Area of Science:
- Biomedical Engineering
- Clinical Research Technology
- Digital Health
Background:
- Consumer wearables like smartwatches and fitness trackers are increasingly accessible for health research.
- Their use in clinical trials presents challenges in device selection, data management, and participant support.
- Previous experience in large-scale clinical trials informs this practical guidance.
Purpose of the Study:
- To provide a structured framework for incorporating consumer wearables into clinical studies.
- To outline the consumer wearables market landscape and supporting data management software.
- To guide investigators in selecting appropriate devices and data tools based on study objectives.
Main Methods:
- Review of the consumer wearables market, including various form factors and manufacturers.
- Analysis of data management software solutions for wearable data.
- Delineation of key decision-making processes for study design involving wearables.
Main Results:
- Identification of major decision points in designing studies with consumer wearables.
- A structured framework for selecting wearable devices and data management tools.
- Insights into the engineering ecosystem required for successful wearable integration.
Conclusions:
- Consumer wearables can enhance clinical trials but require careful planning and execution.
- A systematic approach to device and data tool selection is crucial for study success.
- This tutorial offers practical guidance for researchers leveraging wearables in clinical research.

