ArticleAnesthesia and analgesia2017
Oxycodone Ingestion Patterns in Acute Fracture Pain With Digital Pills.
Article in Anesthesia and analgesia, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
21 citing papers in PubMed, 48 citations in OpenAlex.
- Feasibility, acceptability, and user perspective of a next-generation wrist-worn receiver and digital pills for HIV pre-exposure prophylaxis: a pilot study.Frontiers in psychiatry · 2026Article
- Acceptance of digital phenotyping linked to a digital pill system to measure PrEP adherence among men who have sex with men with substance use.PLOS digital health · 2024Article
- Electronic Real-Time Monitoring Reveals Limited Adherence to Long-Term Opioid Prescriptions in Pain Patients.Journal of pain research · 2024Article
- Review of glaucoma medication adherence monitoring in the digital health era.The British journal of ophthalmology · 2023Review
- Article
- Digital Biomarker Applications Across the Spectrum of Opioid Use Disorder.Cogent mental health · 2023Article
- Bibliometric analysis and evidence of clinical efficacy and safety of digital pills.Frontiers in pharmacology · 2023Review
- Biosensing Technology to Track Adherence: A Literature Review.Healthcare (Basel, Switzerland) · 2021Review
- Long-Term Stability of the Electronic Sensor Component of a Digital Pill System in Real-World Storage Settings.The Journal of pharmacy technology : jPT : official publication of the Association of Pharmacy Technicians · 2021Article
- Design and Delivery of Real-Time Adherence Data to Men Who Have Sex with Men Using Antiretroviral Pre-exposure Prophylaxis via an Ingestible Electronic Sensor.AIDS and behavior · 2021Article
- A Brief Training Program to Support the Use of a Digital Pill System for Medication Adherence: Pilot Descriptive Study.JMIR formative research · 2021Article
- Deployment of a wearable biosensor system in the emergency department: a technical feasibility study.Proceedings of the ... Annual Hawaii International Conference on System Sciences. Annual Hawaii International Conference on System Sciences · 2021Article
- Remote Methods for Conducting Tobacco-Focused Clinical Trials.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2020Review
- Wearable and Wireless mHealth Technologies for Substance Use Disorder.Current addiction reports · 2020Article
- Approaches to Objectively Measure Antiretroviral Medication Adherence and Drive Adherence Interventions.Current HIV/AIDS reports · 2020Review
- Ingestible Sensors and Medication Adherence: Focus on Use in Serious Mental Illness.Pharmacy (Basel, Switzerland) · 2020Review
- Digital pills: a scoping review of the empirical literature and analysis of the ethical aspects.BMC medical ethics · 2020Article
- Internet of Things, Digital Biomarker, and Artificial Intelligence in Spine: Current and Future Perspectives.Neurospine · 2019Article
- Methods to reduce the incidence of false negative trial results in substance use treatment research.Current opinion in psychology · 2019Review
- Outcome measures for adherence data from a medication event monitoring system: A literature review.Journal of clinical pharmacy and therapeutics · 2019Review
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundOpioid analgesics are commonly prescribed on an as-needed (PRN) basis for acute painful conditions. Uncertainty of how patients actually take PRN opioids, coupled with a desire to completely cover pain, leads to variable and overly generous opioid prescribing practices, resulting in a surplus of opioids. This opioid surplus becomes a source for diversion and nonmedical opioid use. Understanding patterns of actual opioid ingestion after acute painful conditions can help clinicians counsel patients on safe opioid use, and allow timely recognition and intervention when escalating opioid self-dosing occurs, to prevent tolerance and addiction.
methodsWe used a novel oxycodone digital pill system (ingestible biosensor within a standard gelatin capsule combined with 5-mg oxycodone) that when ingested, is activated by the chloride ion gradient in the stomach thereby emitting a radiofrequency signal captured by a wearable reader. The reader relays ingestion data to a cloud-based server that displays ingestion events to the study team. We deployed the oxycodone digital pill among opioid-naive individuals discharged from the emergency department with acute fracture pain. Participants were trained on digital pill operation and discharged with twenty-one 5-mg oxycodone digital pills. They were instructed to take digital pills PRN for pain on discharge. We conducted a brief interview 7 days after study enrollment, at which point participants returned the digital pill system. We identified oxycodone ingestion events in real time by data from the digital pill system and performed pill counts at the return visit to validate digital pill reporting of medication ingestion.
resultsIn this study, 26 individuals were approached; 16 enrolled with 15 completing the study. Participants ingested a median of 6 (3-9.5) oxycodone digital pills over the course of 7 days, with 82% of the oxycodone dose ingested in the first 3 days. In individuals who required operative repair, 86% (N = 6) continued to ingest opioids at 1 week. There was substantial variability in ingestion patterns between individuals.
conclusionsThe utilization patterns of individuals with acute fracture pain could be captured using a digital pill system and revealed a median opioid ingestion of 45-mg morphine equivalents for acute pain over 7 days. Seven participants ceased using opioids within 4 days after discharge from the emergency department, although operative repair was associated with longer use. This digital pill system was able to measure changes in and patterns of opioid self-dosing, which varied between patients.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.