Significant alcohol-related health outcome variables that contributed to differentiating memory individuals from the control subjects included (i) alcohol-related health problems in the past 5 years (Memorymean = 0.77; Controlmean = 0.01), (ii) alcohol withdrawal symptoms in the past 5 years (Memorymean = 1.20; Controlmean = 0.11), (iii) negative experiences related to alcohol consumption in the past 5 years (Memorymean = 2.65; Controlmean = 0.78), and (iv) the largest number of drinks within 24 h during the past 12 months (Memorymean = 13.64; Controlmean = 6.00). Interestingly, the features concerning alcohol-related outcomes over the past 10 years, physical health outcomes, other drinking patterns, and demographic variables were not significant.