Preventing bacillary dysentery involves promoting good hygiene practices such as regular handwashing with soap and water, especially after using the toilet and before eating. Ensuring access to clean drinking water and proper sanitation facilities is also crucial. In settings like daycare centers, implementing infection control measures can help reduce the spread of the bacteria.