The classification of a factorial design as experimental or non-experimental depends entirely on the active manipulation of its independent variables. For example, a study that simply measures participants' pre-existing moods to predict sexual risk-taking is a non-experimental factorial design. In contrast, a similar study by MacDonald and Martineau (2002) is classified as a true experiment because the researchers actively manipulated the participants' moods, which allows for stronger causal inferences.