Which will NOT help control for extraneous variables?

Random assignment, controlling for variables through matching, and using a control group are methods that help control for extraneous variables. Conversely, relying solely on observational data without any manipulation or control measures will NOT help control for extraneous variables, as it does not account for other factors that might influence the results. This lack of control can lead to confounding effects, making it difficult to establish causal relationships.