A well-structured experimental design is foundational for rigorous toxicological research. This involves clearly defining objectives, choosing appropriate control and treatment groups, and ensuring adequate sample size. Randomization and blinding are critical to reducing bias. Employing these techniques helps in achieving valid and reproducible results.