People Hold Explicit Beliefs about Distributional Forms of Illness Durations

People make optimal predictions from implicit beliefs about the underlying distributional form of real-world events. We investigate explicit knowledge of the correct form of underlying chronic and acute illness distributions. For prevalent acute illnesses, estimates reflect the true distribution. For others, duration is overestimated, but distributional form is accurately predicted.