Because the study cannot measure or control all these potentially confounding variables, it is impossible to interpret the results as a clear, unambiguous demonstration of the treatment’s effectiveness.
To demonstrate a cause-and-effect relationship, single-subject designs must demonstrate convincingly that it is the treatment, not coincidental extraneous variables, causing the changes in behavior.