This Central VA SOCRA Chapter Meeting was recorded October 20, 2021.  Roy Sabo, PhD,, Associate Professor of Biostatistics, Director of Biostatistics, Epidemiology and Research Design Core at VCU. Dr. Sabo discussed common trial design for randomized and non-randomized trials, trial and study designs for hypothetical situations, and benefits and risks of adaptations to standard design. SOCRA.