Online Program Home
  My Program

Abstract Details

Activity Number: 337 - Interim Monitoring and Analyses: Two-Stage, Multi-Stage, and Group Sequential Designs
Type: Contributed
Date/Time: Tuesday, August 1, 2017 : 10:30 AM to 12:20 PM
Sponsor: Biopharmaceutical Section
Abstract #322573
Title: Decision of Performing Interim Analysis for Comparative Clinical Trials
Author(s): Kyongsun Pak* and Susanna Jacobus and Hajime Uno
Companies: Kitasato University and Dana Farber Cancer Institute and Dana Farber Cancer Institute
Keywords: Interim analysis ; Blinded analysis ; Early termination for superiority ; Early termination for futility ; Data monitoring
Abstract:

In randomized-controlled trials, interim analyses are often planned for possible early trial termination to claim superiority or futility of a new therapy. While unblinding is necessary to conduct the formal interim analysis in blinded studies, blinded data also have information about the potential treatment difference between the groups. We develop a blinded data monitoring tool for binary outcomes, utilizing the number of subjects and a pooled response rate from blinded data before conducting the formal, unblinded, interim analysis. The tool helps investigators determine if an interim analysis is necessary. We conduct extensive simulation studies to assess the impact of the implementation of our tool. The numerical studies show that when the effect of the treatment difference is small, the monitoring tool dramatically reduces the expected number of interim analyses. The tool can be used to determine whether or not the formal unblinded interim analysis should be conducted, without losing integrity of the study, thereby potentially saving study resources.


Authors who are presenting talks have a * after their name.

Back to the full JSM 2017 program

 
 
Copyright © American Statistical Association