Not all baked goods pose the same risk. The ingredients and the preparation method play significant roles. For example, whole grain baked goods contain more fiber and nutrients compared to those made from refined flour. Fiber has been shown to have a protective effect against certain types of cancer, particularly colorectal cancer. Hence, opting for whole grain varieties can be a healthier choice.