Controlled studies are essential for establishing causal relationships between exposures and outcomes. Without controlling for confounding variables, it would be difficult to determine whether an observed association is genuine or simply due to other factors. For instance, in studying the link between smoking and lung cancer, it is crucial to control for factors like age, occupational exposures, and genetic predispositions.