We observed the best overall model fit when all three aggression types were modeled as separate factors (Figure 3; Table 4). All items exhibited statistically-significant loadings onto their respective factors. All three factors were positively-correlated, though the association was strongest between alcohol-related and non-substance-related aggression (Figure 3).
