Abstract The vast majority of vaccines are prophylactic in nature. As a result, the demonstration of their efficacy paradoxically requires the infectious disease to occur among non-diseased study participants randomized between investigational vaccine and appropriate control groups. The statistics of vaccine efficacy (VE) calculation are nearly entirely and solely based on the number of observed…