This is, to our knowledge, the first study to model the genetic and environmental association between cannabis availability, initiation, and measures of abuse. In addition to unique genetic and non-shared environmental effects, our modelling suggests that much of the variation in abuse can be explained by a combination of: i) shared environmental risks in cannabis availability which act indirectly via initiation; and ii) the genetic and non-shared environmental risks for cannabis initiation.