Clinical decisions are often difficult as we try to balance the benefits or harms of one decision pathway compared to another possible pathway. Further, this has to be done in the face of incomplete information. In this chapter we describe a useful tool termed Clinical Decision Analysis to allow for a transparent and explicit description of the decision making process to guide us in identifying areas of uncertainty around the existing evidence.