We tested for unidimensionality by conducting an exploratory factor analysis (EFA) of the alcohol symptoms using Mplus software 29. In EFA, large ratios of first to second eigenvalues and a better fit of single versus multiple factor models are considered adequate evidence for unidimensionality 17, 30.