“…The roles of positive-reinforcement vs negative-reinforcement can also be characterized in terms of impulsive vs compulsive alcohol drinking (Koob, Arends, & Le Moal, 2014; Koob, Buck, et al, 2014; Koob & Le Moal, 2006; Koob & Le Moal, 2008). Within this construct, impulsive drinking leads to, and is associated with, binge drinking and intoxication (e.g., Gray & MacKillop, 2014; Hamilton, Felton, Risco, Lejuez, MacPherson, 2014; but see Irimia et al, 2013). However after chronic usage, impulsive drinking, during which an individual will putatively have some volitional control, will be replaced by compulsive drinking to mitigate physical and behavioral withdrawal from alcohol.…”