An integrated dual process simulation model of alcohol use behaviours in individuals, with application to US population-level consumption, 1984–2012

•A new computational model uses psychological theory to model alcohol use in the US population.•The model was a good fit for drinking prevalence and frequency but a poorer fit for drinking quantity in men.•This model will aid future work to estimate changes in alcohol consumption following population-level interventions.