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Updated: Jul 12, 2025

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Drug use and spending under a formulary informed by cost-effectiveness
Kai Yeung1, Maricela Cruz2,3, Emily Tsiao4
1The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, School of Pharmacy, University of Washington, Seattle.
A value-based formulary (VBF-e) reduced low-value drug use and health plan spending, while increasing high-value specialty drug use. Member out-of-pocket costs rose slightly, but acute care use remained unchanged.
Area of Science:
- Health Economics and Outcomes Research
- Pharmaceutical Policy and Management
- Clinical Pharmacy and Pharmacology
Background:
- The National Academy of Medicine recommends value-based drug formularies to manage health plan prescription drug expenditures and ensure access to high-value medications.
- A "Value-Based Formulary-essentials" (VBF-e) program was implemented by 30 employer-sponsored plans, utilizing cost-effectiveness data to guide cost-sharing and coverage decisions.
Purpose of the Study:
- To assess the impact of the VBF-e program on medication utilization patterns.
- To evaluate changes in patient out-of-pocket spending and overall health plan expenditures on prescription drugs and other healthcare services.
Main Methods:
- A difference-in-differences cohort study design was employed from 2015-2019, including a 1-year follow-up period.
- The study compared individuals (aged <65) enrolled in employer groups that implemented VBF-e with propensity score-matched control groups.
- Outcomes measured included medication days on hand (by VBF-e tier), prescription drug spending, and other healthcare utilization (ED visits, hospital days, outpatient visits).
Main Results:
- VBF-e significantly reduced the use of low-value drugs (tier 4 and excluded) by 17% and 83%, respectively.
- High-value specialty drug use saw a substantial increase of 123%.
- Health plan spending decreased by $14 PMPM, while member out-of-pocket spending increased by $1 PMPM; other healthcare use remained stable.
Conclusions:
- An exclusion formulary informed by cost-effectiveness evidence effectively reduced low-value drug consumption and decreased overall health plan spending.
- The VBF-e program successfully shifted medication use towards high-value specialty drugs.
- The implementation did not lead to significant increases in acute care utilization, despite a modest rise in member out-of-pocket costs.
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