Bayesian Meta-Analysis of Multiple Treatment Comparisons- An Introduction to Mixed Treatment Comparisons

Sep 1, 2008, 00:00
10.1111/j.1524-4733.2008.00347.x
https://www.valueinhealthjournal.com/article/S1098-3015(10)60576-1/fulltext
Title : Bayesian Meta-Analysis of Multiple Treatment Comparisons- An Introduction to Mixed Treatment Comparisons
Citation : https://www.valueinhealthjournal.com/action/showCitFormats?pii=S1098-3015(10)60576-1&doi=10.1111/j.1524-4733.2008.00347.x
First page :
Section Title :
Open access? : No
Section Order : 19

Recently, mixed treatment comparisons (MTC) have been presented as an extension of traditional meta-analysis by including multiple different pairwise comparisons across a range of different interventions. MTC allow for indirect comparisons and can therefore provide very useful information for clinical and reimbursement decision-making in the absence of head-to-head data. In this article, we provide an introductory overview of MTC illustrated with example analyses of different drug treatments in rheumatoid arthritis using a continuous patient-reported end point. As a background, we start with an overview of the traditional meta-analyses for pairwise trials, and the difference between a traditional approach and a Bayesian approach. Next, the Bayesian MTC for continuous outcomes are presented. We finish with a discussion of how MTC can best be presented in order to maximize acceptance by target audiences, i.e., clinicians and market access decision-makers.

Categories :
  • Meta-Analysis & Indirect Comparisons
  • Study Approaches
Tags :
  • Bayesian methods
  • evidence synthesis
  • meta-analysis
  • mixed treatment comparisons
Regions :
  • Global
ViH Article Tags :