While RCTs are invaluable, they are not always feasible or ethical in toxicology. Alternatives, such as observational studies, cohort studies, and case-control studies, can provide complementary data. In silico models and computational toxicology approaches are increasingly being used to predict toxicological outcomes based on chemical structure and biological data. These methods can reduce the need for human or animal testing and accelerate the identification of hazardous substances.
