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Use of a Shoulder-Mounted Wearable Sensor Prototype Designed to Detect Opioid-Related Overdose: A Qualitative User
Alexis M Roth1, Ally K D'Angelo1, David Gordon2
1Department of Community Health and Prevention, Dornsife School of Public Health, Drexel University, 3215 Market Street, Philadelphia, PA, 19104, United States, 1 2154330457.
Journal of Medical Internet Research
|July 28, 2025
Summary
Wearable overdose detection devices are acceptable to people who inject drugs. User feedback highlights the need for customizable, discreet devices with options to alert peers or emergency services.
Area of Science:
- Public Health
- Biomedical Engineering
- Substance Use Research
Background:
- Drug overdose, primarily from opioids, is a leading cause of accidental death in the U.S.
- Fatal overdoses often occur during solitary use, limiting immediate response.
- Limited research has involved end-users in designing overdose detection and response devices.
Purpose of the Study:
- To assess user experience, perceived harms/benefits, and acceptability of a wearable overdose detection sensor prototype.
- To explore user preferences for real-time automated responses in next-generation devices.
Main Methods:
- Recruited individuals (≥18 years) with recent injection drug use from a substance use disorder clinic.
- Participants wore a shoulder-mounted sensor prototype for 7 days.
- Semistructured interviews explored acceptability, usability, and design preferences for future devices.
Main Results:
- Participants found the shoulder-mounted overdose detection device concept acceptable.
- Users emphasized the need for long-lasting, discreet devices with tailored response options (e.g., alerting peers or emergency services).
- Concerns about device error (false positives) led to a preference for alerting first responders over automated naloxone delivery.
Conclusions:
- A wearable overdose detection device prototype was found acceptable by users who inject drugs.
- User feedback is crucial for improving usability and design of future overdose prevention technologies.
- Diverse device functionalities, sizes, and capacities are needed to meet user needs and promote market adoption.

