Screening for Adverse Drug Events: a Randomized Trial of Automated Calls Coupled with Phone-Based Pharmacist Counseling
- PMID: 30291602
- PMCID: PMC6374268
- DOI: 10.1007/s11606-018-4672-7
Screening for Adverse Drug Events: a Randomized Trial of Automated Calls Coupled with Phone-Based Pharmacist Counseling
Abstract
Background: Medication adverse events are important and common yet are often not identified by clinicians. We evaluated an automated telephone surveillance system coupled with transfer to a live pharmacist to screen potentially drug-related symptoms after newly starting medications for four common primary care conditions: hypertension, diabetes, depression, and insomnia.
Methods: Cluster randomized trial with automated calls to eligible patients at 1 and 4 months after starting target drugs from intervention primary care clinics compared to propensity-matched patients from control clinics. Primary and secondary outcomes were physician documentation of any adverse effects associated with newly prescribed target medication, and whether the medication was discontinued and, if yes, whether the reason for stopping was an adverse effect.
Results: Of 4876 eligible intervention clinic patients who were contacted using automated calls, 776 (15.1%) responded and participated in the automated call. Based on positive symptom responses or request to speak to a pharmacist, 320 patients were transferred to the pharmacist and discussed 1021 potentially drug-related symptoms. Of these, 188 (18.5%) were assessed as probably and 479 (47.1%) as possibly related to the medication. Compared to a propensity-matched cohort of control clinic patients, intervention patients were significantly more likely to have adverse effects documented in the medical record by a physician (277 vs. 164 adverse effects, p < 0.0001, and 177 vs. 122 patients discontinued with documented adverse effects, p < 0.0001).
Discussion: Systematic automated telephone outreach monitoring coupled with real-time phone referral to a pharmacist identified a substantial number of previously unidentified potentially drug-related symptoms, many of which were validated as probably or possibly related to the drug by the pharmacist or their physicians. Multiple challenges were encountered using the interactive voice response (IVR) automated calling system, suggesting that other approaches may need to be considered and evaluated.
Trial registration: ClinicalTrials.gov : NCT02087293.
Conflict of interest statement
Dr. Schiff previously received grant compensation to evaluate the Medaware software. Dr. Bates consults for EarlySense, which makes patient safety monitoring systems. He receives cash compensation from CDI (Negev), Ltd., which is a not-for-profit incubator for health IT startups. He receives equity from ValeraHealth which makes software to help patients with chronic diseases. He receives equity from Clew which makes software to support clinical decision-making in intensive care. He receives equity from MDClone which takes clinical data and produces deidentified versions of it. Dr. Schiff’s and Dr. Bates’ financial interests have been reviewed by Brigham and Women’s Hospital and Partners HealthCare in accordance with their institutional policies.
The remaining authors declare no potential conflicts of interest.
Figures
Similar articles
-
Using pharmacists to improve risk stratification and management of stage 3A chronic kidney disease: a feasibility study.BMC Nephrol. 2016 Nov 8;17(1):168. doi: 10.1186/s12882-016-0383-7. BMC Nephrol. 2016. PMID: 27825313 Free PMC article. Clinical Trial.
-
Interactive Voice Response Calls to Promote Smoking Cessation after Hospital Discharge: Pooled Analysis of Two Randomized Clinical Trials.J Gen Intern Med. 2017 Sep;32(9):1005-1013. doi: 10.1007/s11606-017-4085-z. Epub 2017 Jun 14. J Gen Intern Med. 2017. PMID: 28616847 Free PMC article. Clinical Trial.
-
Role of pharmacist counseling in preventing adverse drug events after hospitalization.Arch Intern Med. 2006 Mar 13;166(5):565-71. doi: 10.1001/archinte.166.5.565. Arch Intern Med. 2006. PMID: 16534045 Clinical Trial.
-
Impact of medication reconciliation and review and counselling, on adverse drug events and healthcare resource use.Int J Clin Pharm. 2018 Oct;40(5):1154-1164. doi: 10.1007/s11096-018-0650-8. Epub 2018 May 12. Int J Clin Pharm. 2018. PMID: 29754251 Clinical Trial.
-
Behavioral and Pharmacotherapy Weight Loss Interventions to Prevent Obesity-Related Morbidity and Mortality in Adults: An Updated Systematic Review for the U.S. Preventive Services Task Force [Internet].Rockville (MD): Agency for Healthcare Research and Quality (US); 2018 Sep. Report No.: 18-05239-EF-1. Rockville (MD): Agency for Healthcare Research and Quality (US); 2018 Sep. Report No.: 18-05239-EF-1. PMID: 30354042 Free Books & Documents. Review.
Cited by
-
Encouraging dissemination of research on the use of artificial intelligence and related innovative technologies in clinical pharmacy practice and education: call for papers.Int J Clin Pharm. 2024 Aug;46(4):777-779. doi: 10.1007/s11096-024-01777-z. Epub 2024 Jul 24. Int J Clin Pharm. 2024. PMID: 39046690 No abstract available.
-
Telephone follow-up based on artificial intelligence technology among hypertension patients: Reliability study.J Clin Hypertens (Greenwich). 2024 Jun;26(6):656-664. doi: 10.1111/jch.14823. Epub 2024 May 22. J Clin Hypertens (Greenwich). 2024. PMID: 38778548 Free PMC article.
-
Artificial intelligence in the field of pharmacy practice: A literature review.Explor Res Clin Soc Pharm. 2023 Oct 21;12:100346. doi: 10.1016/j.rcsop.2023.100346. eCollection 2023 Dec. Explor Res Clin Soc Pharm. 2023. PMID: 37885437 Free PMC article. Review.
-
The Integration of Clinical Decision Support Systems Into Telemedicine for Patients With Multimorbidity in Primary Care Settings: Scoping Review.J Med Internet Res. 2023 Jun 28;25:e45944. doi: 10.2196/45944. J Med Internet Res. 2023. PMID: 37379066 Free PMC article. Review.
-
Intelligent Telehealth in Pharmacovigilance: A Future Perspective.Drug Saf. 2022 May;45(5):449-458. doi: 10.1007/s40264-022-01172-5. Epub 2022 May 17. Drug Saf. 2022. PMID: 35579810 Free PMC article. Review.
References
-
- CDC. National Center for Health Statistics: Therapeutic Drug Use. 2015; http://www.cdc.gov/nchs/fastats/drug-use-therapeutic.htm. Accessed 12/5/2016.
Publication types
MeSH terms
Associated data
Grants and funding
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous
