Evidence map›Paper›PMID 28087496›Full record

Trial reportJournal of medical Internet research2017

Digital Pills to Measure Opioid Ingestion Patterns in Emergency Department Patients With Acute Fracture Pain: A Pilot Study.

Peter R Chai, Stephanie Carreiro, Brendan J Innes, Rochelle K Rosen, Conall O'Cleirigh, Kenneth H Mayer, Edward W Boyer

Open access · goldAbstract readClinical Trial
In one paragraph

Trial report in Journal of medical Internet research, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed
5.5field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

32 citing papers in PubMed, 64 citations in OpenAlex.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Real-World Implementation Challenges Associated with a Digital Pill System to Measure Adherence to HIV Pre-Exposure Prophylaxis from Two Studies of Men Who Have Sex With Men.Proceedings of the ... Annual Hawaii International Conference on System Sciences. Annual Hawaii International Conference on System Sciences · 2024
    Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Review
  11. Article
  12. Review
  13. Digital Pills with Ingestible Sensors: Patent Landscape Analysis.Pharmaceuticals (Basel, Switzerland) · 2022
    Review
  14. Article
  15. Review
  16. Article
  17. Article
  18. Article
  19. Review
  20. 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 · 2021
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 5 institutions in 1 country.

Peter R ChaiDivision of Medical Toxicology, Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, United States.ORCID 0000-0003-0955-4117
Stephanie CarreiroDivision of Medical Toxicology, Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA, United States.ORCID 0000-0003-1798-9006
Brendan J InnesUniversity of Massachusetts Medical School, Worcester, MA, United States.ORCID 0000-0003-2107-1767
Rochelle K RosenBehavioral and Preventative Medicine, The Miriam Hospital, Brown School of Public Health, Providence, RI, United States.ORCID 0000-0003-1598-667X
Conall O'CleirighDepartment of Psychiatry, Massachusetts General Hospital, Boston, MA, United States.ORCID 0000-0002-5639-5043
Kenneth H MayerDepartment of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States.ORCID 0000-0001-7460-733X
Edward W BoyerDivision of Medical Toxicology, Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, United States.ORCID 0000-0002-3454-1310
Brigham and Women's Hospital · USUniversity of Massachusetts Chan Medical School · USBeth Israel Deaconess Medical Center · USMassachusetts General Hospital · USMiriam Hospital · US

Funding

University of Massachusetts Center for Clinical Science and Translational SupplementUL1TR001453 · NCATS · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI LUZURIAGA, KATHERINE F · 2015 to 2024
$39.0M
University of Massachusetts Center for Clinical and Translational ScienceKL2TR001455 · NCATS · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI KIEFE, CATARINA I. · 2015 to 2024
$5.0M
HIV Prevention and Trauma Treatment for MSM with Childhood Sexual Abuse HistoriesR01MH095624 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI O'CLEIRIGH, CONALL MICHAEL · 2011 to 2015
$3.6M
Structural Factors and HIV and STI Incidence among Young MSM of Color in BostonU01HD068040 · NICHD · FENWAY COMMUNITY HEALTH CENTER · PI MAYER, KENNETH H · 2011 to 2015
$3.2M
Mentoring in Advanced mHealth Technologies and Machine Learning for HIV/Drug Abuse ResearchK24DA037109 · NIDA · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI BOYER, EDWARD W · 2014 to 2025
$1.9M
NCATS NIH HHS KL2 TR001455NCATS NIH HHS UL1 TR001453NICHD NIH HHS U01 HD068040NIDA NIH HHS K24 DA037109NIMH NIH HHS R01 MH095624
6 · The paper itself

Abstract

backgroundNonadherence to prescribed regimens for opioid analgesic agents contributes to increasing opioid abuse and overdose death. Opioids are frequently prescribed on an as-needed basis, placing the responsibility to determine opioid dose and frequency with the patient. There is wide variability in physician prescribing patterns because of the lack of data describing how patients actually use as-needed opioid analgesics. Digital pill systems have a radiofrequency emitter that directly measures medication ingestion events, and they provide an opportunity to discover the dose, timing, and duration of opioid therapy.

objectiveThe purpose of this study was to determine the feasibility of a novel digital pill system to measure as-needed opioid ingestion patterns in patients discharged from the emergency department (ED) after an acute bony fracture.

methodsWe used a digital pill with individuals who presented to a teaching hospital ED with an acute extremity fracture. The digital pill consisted of a digital radiofrequency emitter within a standard gelatin capsule that encapsulated an oxycodone tablet. When ingested, the gastric chloride ion gradient activated the digital pill, transmitting a radiofrequency signal that was received by a hip-worn receiver, which then transmitted the ingestion data to a cloud-based server. After a brief, hands-on training session in the ED, study participants were discharged home and used the digital pill system to ingest oxycodone prescribed as needed for pain for one week. We conducted pill counts to verify digital pill data and open-ended interviews with participants at their follow-up appointment with orthopedics or at one week after enrollment in the study to determine the knowledge, attitudes, beliefs, and practices regarding digital pills. We analyzed open-ended interviews using applied thematic analysis.

resultsWe recruited 10 study participants and recorded 96 ingestion events (87.3%, 96/110 accuracy). Study participants reported being able to operate all aspects of the digital pill system after their training. Two participants stopped using the digital pill, reporting they were in too much pain to focus on the novel technology. The digital pill system detected multiple simultaneous ingestion events by the digital pill system. Participants ingested a mean 8 (SD 5) digital pills during the study period and four participants continued on opioids at the end of the study period. After interacting with the digital pill system in the real world, participants found the system highly acceptable (80%, 8/10) and reported a willingness to continue to use a digital pill to improve medication adherence monitoring (90%, 9/10).

conclusionsThe digital pill is a feasible method to measure real-time opioid ingestion patterns in individuals with acute pain and to develop real-time interventions if opioid abuse is detected. Deploying digital pills is possible through the ED with a short instructional course. Patients who used the digital pill accepted the technology.

Indexed as

AdultAnalgesics, OpioidBiosensing TechniquesEmergency Service, HospitalFemaleFractures, BoneHumansMaleMedication AdherenceMiddle AgedOxycodonePainPilot ProjectsPractice Patterns, Physicians'Radio WavesAnalgesics, OpioidOxycodonedigital healthdigital pillsemergency medicinemedication adherenceopioidpain management

Identifiers

PMID28087496
PMCPMC5273398
OpenAlexW2579807909

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.