Related Experiment Video
Updated: Aug 20, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Are incentive-based formularies inversely associated with drug utilization in managed care?
Patrick P Gleason1, Brent W Gunderson, Kristin R Gericke
1Prime Therapeutics, LLC., Eagan, MN 55121-3497, USA. pgleason@primetherapeutics.com
Objective:
To review recent studies comprehensively assessing the impact of incentive-based multitier formularies on pharmaceutical costs and utilization.
Data Sources:
PubMed (2001-December 2003) was searched using the key terms formularies, cost-sharing, and drug costs.
Study Selection And Data Extraction:
Studies addressing the impact of implementing multitiered incentive-based formularies as a central component of an outpatient drug benefit were selected.
Data Synthesis:
One study using pharmacy claims from 25 employers with data from 402 786 members modeled the range of anticipated plan/employer savings associated with single- to 3-tier shifts and found that, going from a single- to 3-tier benefit results in decreased plan/employer pharmaceutical costs from $650 to $494 (24% decrease) per member per year and decreased pharmaceutical utilization from 12.3 to 9.4 (23.6% decrease) prescriptions per member per year. Another study demonstrated that adding an additional tier decreased pharmaceutical utilization, with a dramatic increase in member contribution offsetting the plan's expected increase in expenditures. This shift in pharmaceutical expenditures appeared to have no effect on overall medical utilization over a 3-year follow-up. Finally, a study converting members from a single- to 3-tier incentive-based formulary, associated with two- to fourfold copayment increases, resulted in a 10% discontinuation rate for angiotensin-converting enzyme inhibitors, statins, and proton-pump inhibitors among members who were primarily hourly employees. For salaried workers, the addition of a tier to their benefit appeared to have minimal impact on pharmaceutical utilization.
Conclusions:
Emerging data suggest a potential inverse relationship between pharmaceutical utilization and incentive-based formularies that increase member contribution to drug costs. Future research should focus on identifying price points and percentage increases at which members are likely to begin discontinuing necessary medications.
Related Concept Videos
Dosage Regimen: Individualization
Dosage Regimen: Fixed Dose
Fixed-dose regimens can be used for various routes of administration, including intravenous (IV) injections and oral medications. For IV administration, a predetermined amount of the drug is...
Dose-Response Relationship: Overview
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Agonism and Antagonism: Quantification
To quantify these effects, researchers use a dose-response curve, which provides valuable information about the potency and efficacy of a drug. Potency refers to...
Drug Product Performance: In Vitro–In Vivo Correlation
