OralOpioids: Harnessing R Programming and Data Science to Combat Opioid Misuse
Ankona Banerjee1, Erik Stricker1
1Center for Epidemiology & Population Health, Baylor College of Medicine, Houston, TX, USA.
Health Services Research and Managerial Epidemiology
|November 6, 2023
Summary
The OralOpioids R package offers a new tool for analyzing Canadian opioid prescriptions. This research tool accurately calculates morphine equivalent doses, aiding in understanding the national opioid landscape.
Area of Science:
- Pharmacology
- Public Health
- Data Science
Background:
- Canada faces significant per-capita pharmaceutical opioid consumption.
- There is a need for specialized research tools to analyze opioid prescription data.
Purpose of the Study:
- Introduce the OralOpioids R package, a novel research tool for analyzing opioid prescriptions in Canada.
- Provide a comprehensive platform for the in-depth study of pharmaceutical opioid consumption.
Main Methods:
- Utilizes Health Canada's Drug Product Database (DPD) for authorized oral opioids.
- Filters drug identification numbers (DINs) by narcotic schedules and administration routes.
- Calculates morphine equivalent dose (MED) using the CDC table and Canadian guidelines.
Main Results:
- The OralOpioids package demonstrates high accuracy in MED calculations.
- Exhibits a near-perfect correlation (R-squared = 0.99) when compared to established opioid calculators like MDCalc, Oregon Pain, and Ohio Pain.
Conclusions:
- The OralOpioids package is a significant advancement for researching and monitoring Canada's opioid landscape.
- Its ability to include discontinued opioids provides historical insight and supports post-marketing surveillance.
- The tool is valuable for researchers, healthcare providers, and policymakers, with potential for global application.
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