Expert knowledge is a valuable source of information to augment available data or when interpretation/synthesis of data requires expert judgement. Prior elicitation is a key tool for translating this expert knowledge and judgement into a quantitative probability distribution that can then be used in the design, analysis, and interpretation of clinical and observational studies.