Misleading information in epidemiology refers to inaccurate, incomplete, or deceptive data, statements, or interpretations that can distort the understanding of public health issues. This misinformation can arise from various sources, including media reports, scientific publications, and even governmental communications. The consequences can be severe, including inappropriate health policy decisions, public panic, and the misallocation of resources.