Overdose Alert and Response Technologies: State-of-the-art Review

Alberto Oteo1, Hadi Daneshvar2, Alexander Baldacchino1,3

  • 1DigitAS, Populations and Behavioural Science Division, School of Medicine, University of St Andrews, St Andrews, Fife, United Kingdom.

Abstract

Insights

Digital technologies are emerging to detect and respond to opioid overdoses, with many devices alerting responders. Further real-world studies are needed to confirm the effectiveness of these overdose detection and response technologies.

Area of Science:

  • Digital Health
  • Biomedical Engineering
  • Public Health

Background:

  • Drug overdose deaths, particularly from opioids, represent a significant global health crisis.
  • Timely administration of naloxone is critical for reversing opioid overdoses.
  • Emerging digital technologies aim to detect early overdose signs and facilitate rapid response.

Purpose of the Study:

  • To identify and classify digital technologies specifically designed for overdose detection and response.
  • To review the current state of development, implementation, and evaluation of these technologies.

Main Methods:

  • A state-of-the-art review was conducted using a systematic search across multiple databases (MEDLINE, Embase, Web of Science, Scopus, ACM, IEEE Xplore, SciELO).
  • Searches included terms related to telehealth, digital technologies, drugs, and overdose, with a focus on papers published since 2010.
  • Findings were classified by technology type, function, publication year, country, study design, and theme, with thematic analysis performed.

Main Results:

  • The review identified 39% of papers describing devices for vital sign monitoring and overdose alerts, and 43% focusing on technologies to alert responders.
  • A significant portion (48%) of papers and 67% of commercial devices described combined alert and response functionalities.
  • While sensors monitor vital signs and apps facilitate responder alerts, closed-loop automated naloxone administration devices remain in early experimental phases.

Conclusions:

  • There is growing research interest and application of digital overdose detection and response technologies.
  • Willingness to use these devices has been indicated by people who use drugs and affected communities.
  • Further real-world effectiveness studies are necessary to optimize these technologies for diverse settings and populations.

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