Faulty data analysis, whether due to incorrect statistical methods or improper handling of data, can lead to erroneous conclusions. This can affect the development of public health policies and interventions. Ensuring robust statistical analysis, possibly through the involvement of skilled biostatisticians, is essential for the integrity of epidemiological research.