Related Experiment Video
Updated: Feb 17, 2026

Author Spotlight: Implementation of BIVA for Analyzing Disease Risk Factors in Patients with Low Body Cell Mass
Published on: July 14, 2023
Refining a Claims-based Algorithm to Estimate Biologic Medication Effectiveness and Cost per Effectively Treated
Ryan A Popp1, Karen Rascati2, Matthew Davis3
1University of the Incarnate Word, Feik School of Pharmacy, San Antonio, Texas.
Background:
Claims data generally lack information on clinical outcomes. However, a validated claims-based algorithm for estimating the effectiveness of biologic agents in treating rheumatoid arthritis (RA) was recently developed and applied to various databases.
Objectives:
The objectives of the study were to implement a claims-based algorithm in a large nationwide database to estimate medication effectiveness and cost for patients with RA using biologic disease-modifying antirheumatic drugs (DMARDs) and to assess the effect of eliminating one criterion from the algorithm on results.
Methods:
The DMARD groups included patients initiated on etanercept, adalimumab, abatacept, or infliximab. Patients were categorized as effectively treated if they met these six criteria: a medication possession ratio of 80% or greater; no escalation in biologic dose; no switch in biologics; no new nonbiologic DMARD; no new or increased oral glucocorticoid treatment; and no more than one glucocorticoid injection. In a follow-up analysis, the dose-escalation criterion was removed because an increase in dose for infliximab may be appropriate. Average costs for RA-related medications were calculated for each DMARD patient group and divided by the number of patients who met all six effectiveness criteria.
Results:
A total of 1196 individuals were included in the analysis. Using the algorithm, the index biologic was categorized as effective for 25.4% of patients overall: 30.3% (102/337) of etanercept, 27.6% (104/377) of adalimumab, 32.7% (37/113) of abatacept, and 16.5% (61/369) of infliximab patients. Total costs for RA medication costs per effectively treated patient ranged from more than $80,000 for infliximab to ~$43,000-$46,000 for the other three groups. Removing the no dose-escalation criterion drastically reduced the cost per effectively treated patient in the infliximab group (to ~$42,000).
Conclusions:
Using the original six-criteria claims-based algorithm in a large claims database, infliximab was the least-effective biologic agent and had the highest medication cost per effectively treated patient. However, when a follow-up analysis removed the dose-escalation exclusion criterion, the four groups had similar effectiveness and medication costs per effectively treated patient with RA.
Related Concept Videos
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
Drug Products: Biologics, Biosimilars and Interchangeables
Drug Dosing in Renal Diseases: Estimation of Glomerular Filtration Rate Based on Serum Creatinine Concentration
Bioequivalence of Drugs: Drugs with Multiple Indications
Drugs for Treatment of Crohn's Disease in IBD Using Biologic Agents: Anti-TNF
Bioequivalence studies: Biowaivers

