Comparative effectiveness research using matching-adjusted indirect comparison: an application to treatment with guanfacine extended release or atomoxetine in children with attention-deficit/hyperactivity disorder and comorbid oppositional defiant disorder

Abstract

Objectives: To illustrate a matching-adjusted indirect comparison by comparing the efficacy of guanfacine extended release (GXR) and atomoxetine (ATX) in reducing oppositional symptoms in children with attention-deficit/hyperactivity disorder and comorbid oppositional defiant disorder.

Methods: Individual patient data were used from a GXR trial; only published summary data were used from ATX trials. In a matching-adjusted indirect comparison, individual patients from the GXR trial were weighted such that their mean baseline characteristics matched those published for ATX trials. Placebo-arm outcomes were then compared to further assess balance between the matched populations. Changes in the Conners' Parent Rating Scale-Revised Short Form Oppositional Subscale from baseline to endpoint among GXR-treated and ATX-treated patients were then compared.

Results: Before matching, the GXR (n = 143) and ATX (n = 98) trial populations had significant differences in baseline characteristics and placebo-arm outcomes. After matching, baseline characteristics were well balanced across trials, and placebo-arm outcomes became nearly identical. Comparing active treatment arms across the matched populations, GXR was associated with a significantly greater reduction in mean Conners' Parent Rating Scale-Revised Short form oppositional subscale compared with ATX {-5.0 [95% confidence interval (CI): -6.6 to -3.4] vs. -2.4 [CI: -3.7 to -1.1], p = 0.01, effect size = 0.58}.

Conclusions: In the absence of head-to-head randomized trials, matching-adjusted indirect comparisons can provide timely and reliable comparative evidence for decision makers and can be applied even when very few trials are available for the treatments of interest.