Literature DB >> 31276986

Advanced visualizations to interpret prescription drug monitoring program information.

Scott G Weiner1, Karen M Sherritt2, Zoe Tseng3, Jaya Tripathi4.   

Abstract

OBJECTIVES: Prescription drug monitoring programs (PDMPs) are state-based databases that contain information about controlled substance prescriptions dispensed by pharmacies. Many states now mandate PDMP use by prescribers, despite unclear effectiveness. We hypothesize that it is possible to improve the interpretability, and hence effectiveness, of PDMPs by enhancing them.
METHODS: This was a real-time simulation of an enhanced PDMP. Fifty practicing physicians (25 primary care, 25 emergency medicine) were randomized to see three cases with a standard profile or an enhanced profile that included graphical representation of prescriptions and identified risky prescribing patterns. After a two-month washout period, participants were placed in the opposite group.
RESULTS: Physicians presented with the enhanced profile were more likely to correctly identify patients with multiple providers (97.0% vs. 85.8%, p = 0.002), overlapping opioid and benzodiazepine prescriptions (94.7% vs. 87.5%, p = 0.03), overlapping opioid prescriptions (89.5% vs. 70.8%, p < 0.01), high daily dosages of opioids (99.2% vs. 25.0%, p = 0.02), and traveling to distant pharmacies (79.7% vs. 2.5%, p < 0.01). There was no difference in interpretation time for the three cases (standard profile 657.3 s vs. enhanced profile 686.3 s, p = 0.31).
CONCLUSIONS: A simulated PDMP with graphical displays and interpretation of findings was, for this cohort of emergency physicians and primary care physicians, associated with an increased ability to determine high-risk features on PDMP profiles.
Copyright © 2019 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Decision-making tools; Emergency medicine; Informatics; Opioids; Polypharmacy; Prescribing; Prescription drug monitoring programs; Primary care

Year:  2019        PMID: 31276986      PMCID: PMC6737934          DOI: 10.1016/j.drugalcdep.2019.03.034

Source DB:  PubMed          Journal:  Drug Alcohol Depend        ISSN: 0376-8716            Impact factor:   4.492


  20 in total

1.  Most primary care physicians are aware of prescription drug monitoring programs, but many find the data difficult to access.

Authors:  Lainie Rutkow; Lydia Turner; Eleanor Lucas; Catherine Hwang; G Caleb Alexander
Journal:  Health Aff (Millwood)       Date:  2015-03       Impact factor: 6.301

2.  Multiple Sources of Prescription Payment and Risky Opioid Therapy Among Veterans.

Authors:  William C Becker; Brenda T Fenton; Cynthia A Brandt; Erin L Doyle; Joseph Francis; Joseph L Goulet; Brent A Moore; Virginia Torrise; Robert D Kerns; Peter W Kreiner
Journal:  Med Care       Date:  2017-07       Impact factor: 2.983

3.  Prescription Drug Monitoring Programs: Relationships Among Program Awareness, Use, and State Mandates.

Authors:  Kristi Skeel Williams; Selena Magalotti; Karyssa Schrouder; Michele Knox; Lance Feldman; Deepa Ujwal; Denis Lynch
Journal:  J Pain Palliat Care Pharmacother       Date:  2018-09-10

4.  Mandatory use of prescription drug monitoring programs.

Authors:  Rebecca L Haffajee; Anupam B Jena; Scott G Weiner
Journal:  JAMA       Date:  2015-03-03       Impact factor: 56.272

5.  Association Between Prescription Drug Monitoring Programs and Nonfatal and Fatal Drug Overdoses: A Systematic Review.

Authors:  David S Fink; Julia P Schleimer; Aaron Sarvet; Kiran K Grover; Chris Delcher; Alvaro Castillo-Carniglia; June H Kim; Ariadne E Rivera-Aguirre; Stephen G Henry; Silvia S Martins; Magdalena Cerdá
Journal:  Ann Intern Med       Date:  2018-05-08       Impact factor: 25.391

6.  Who uses a prescription drug monitoring program and how? Insights from a statewide survey of Oregon clinicians.

Authors:  Jessica M Irvine; Sara E Hallvik; Christi Hildebran; Miguel Marino; Todd Beran; Richard A Deyo
Journal:  J Pain       Date:  2014-04-29       Impact factor: 5.820

7.  Prescription Drug Monitoring Program: Registration and Use by Prescribers and Pharmacists Before and After Legal Mandatory Registration, California, 2010-2017.

Authors:  Aaron B Shev; Garen J Wintemute; Magdalena Cerdá; Andrew Crawford; Susan L Stewart; Stephen G Henry
Journal:  Am J Public Health       Date:  2018-10-25       Impact factor: 9.308

8.  Usability of the Massachusetts Prescription Drug Monitoring Program in the Emergency Department: A Mixed-methods Study.

Authors:  Sabrina J Poon; Margaret B Greenwood-Ericksen; Rebecca E Gish; Pamela M Neri; Sukhjit S Takhar; Scott G Weiner; Jeremiah D Schuur; Adam B Landman
Journal:  Acad Emerg Med       Date:  2016-03-26       Impact factor: 3.451

9.  Mandatory review of a prescription drug monitoring program and impact on opioid and benzodiazepine dispensing.

Authors:  Erin L Winstanley; Yifan Zhang; Rebecca Mashni; Sydney Schnee; Jonathan Penm; Jill Boone; Cameron McNamee; Neil J MacKinnon
Journal:  Drug Alcohol Depend       Date:  2018-05-01       Impact factor: 4.492

10.  Overdose Deaths Involving Opioids, Cocaine, and Psychostimulants - United States, 2015-2016.

Authors:  Puja Seth; Lawrence Scholl; Rose A Rudd; Sarah Bacon
Journal:  MMWR Morb Mortal Wkly Rep       Date:  2018-03-30       Impact factor: 17.586

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  2 in total

1.  Advances in prescription drug monitoring program research: a literature synthesis (June 2018 to December 2019).

Authors:  Chris Delcher; Nathan Pauly; Patience Moyo
Journal:  Curr Opin Psychiatry       Date:  2020-07       Impact factor: 4.787

Review 2.  Optimization of Prescription Drug Monitoring Program to Overcome Opioid Epidemic in West Virginia.

Authors:  Ala-Eddin Yassin Al-Astal; Komal Sodhi; Hari Vishal Lakhani
Journal:  Cureus       Date:  2022-02-21
  2 in total

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