Privacy is paramount in epidemiology because it involves handling sensitive health data of individuals. Violation of privacy can lead to a loss of trust in public health systems, reluctance to participate in studies, and potential harm to individuals if their personal health information is exposed. Maintaining privacy ensures ethical compliance and encourages greater participation in epidemiological research.