Misleading analysis in epidemiology can have significant consequences, including the misallocation of resources, ineffective interventions, and loss of public trust. Incorrect conclusions about disease causation or the efficacy of interventions can lead to policies that fail to address public health issues effectively. Therefore, maintaining scientific integrity and rigor in epidemiological research is of utmost importance.