Real-Time Mobile Detection of Drug Use with Wearable Biosensors: A Pilot Study

UMMS Affiliation

Department of Emergency Medicine; Department of Psychiatry; Department of Medicine, Division of Preventive and Behavioral Medicine

Publication Date


Document Type



Behavioral Disciplines and Activities | Behavior and Behavior Mechanisms | Medical Toxicology | Substance Abuse and Addiction | Telemedicine


While reliable detection of illicit drug use is paramount to the field of addiction, current methods involving self-report and urine drug screens have substantial limitations that hinder their utility. Wearable biosensors may fill a void by providing valuable objective data regarding the timing and contexts of drug use. This is a preliminary observational study of four emergency department patients receiving parenteral opioids and one individual using cocaine in a natural environment. A portable biosensor was placed on the inner wrist of each subject, to continuously measure electrodermal activity (EDA), skin temperature, and acceleration. Data were continuously recorded for at least 5 min prior to drug administration, during administration, and for at least 30 min afterward. Overall trends in biophysiometric parameters were assessed. Injection of opioids and cocaine use were associated with rises in EDA. Cocaine injection was also associated with a decrease in skin temperature. Opioid tolerance appeared to be associated with a blunted physiologic response as measured by the biosensor. Laterality may be an important factor, as magnitude of response varied between dominant and nondominant wrists in a single patient with bilateral wrist measurements. Changes in EDA and skin temperature are temporally associated with intravenous administration of opioids and cocaine; the intensity of response, however, may vary depending on history and extent of prior use.


Biosensor, Drug testing, MHealth, Drug abuse, Electrodermal activity


Carreiro, Stephanie; Smelson, David A.; Ranney, Megan; Horvath, Keith J.; Picard, Rosalind W.; Boudreaux, Edwin D.; Hayes, Rashelle B.; and Boyer, Edward W., "Real-Time Mobile Detection of Drug Use with Wearable Biosensors: A Pilot Study" (2015). Preventive and Behavioral Medicine Publications and Presentations. 324.

Journal/Book/Conference Title

Journal of medical toxicology : official journal of the American College of Medical Toxicology

Related Resources

Link to Article in PubMed

PubMed ID