Determining the quantity needed for bulk purchases involves analyzing the usage patterns of the items over a specific period. Conducting a usage audit can help identify the average consumption rates. Additionally, considering factors such as patient volume, seasonal variations, and potential emergencies is crucial in making accurate estimations.