Decrease Cost of a Trial or Program, and/or Shorten the expected Duration of a Trial
Cut expected Time to NDA Submission
Increase the Chance that Phase III Trial will be Positive for Efficacy and so Decrease Late-Stage Attrition
Increase the Chance that Phase II Trial(s) Identify Most Appropriate Dose(s) to Take Into Phase III
Increase the Chance that Program Identifies any Subpopulation(s) where Drug Benefit-Risk is Much Greater
Increase expected Net Present Value for the Compound
Adaptive Trial Designs of many different types
Group-Sequential Designs, incorporating Early Efficacy Looks for Success and/or Futility
Simulation of the Clinical Trial under multiple scenarios
Other Innovative Design approaches at the Trial or Program Level
Many types of Modeling, including Dose-Response Modeling
Improved Analysis, particularly for dealing with Regulatory Requirements re Multiplicity