A Discussion with Michael Proschan on Response-Adaptive Randomization

18/08/2025 44 min Episodio 25
A Discussion with Michael Proschan on Response-Adaptive Randomization

Listen "A Discussion with Michael Proschan on Response-Adaptive Randomization"

Episode Synopsis


In this episode of "In the Interim…", Dr. Scott Berry and NIH’s Dr. Michael Proschan conduct a detailed discussion from opposing viewpoints on response-adaptive randomization (RAR) in clinical trials. The discussion focuses on where they agree – on the positives and negatives of RAR, and where they disagree on its scientific use. Key HighlightsPotential issues of using RAR: Potential temporal trends, unblinding, reduction in statistical efficiency in 2-arm trialsPotential benefits include improved statistical efficiency in multi-arm trials  depending on the goals (e.g. dose-finding trials).Potential unblinding of results in non-blinded trials and the need for operational excellence.Ethical and Bayesian perspectives are considered, but emphasis remains empirical.For more visit: https://www.berryconsultants.com/