Ethical considerations are paramount in epidemiological research and performance measurement. Ensuring confidentiality, obtaining informed consent, and minimizing harm are essential ethical principles. Institutional Review Boards (IRBs) play a crucial role in reviewing and approving research protocols to ensure ethical compliance.