Given the consistency in heritability estimates of MD across samples, and the likelihood that the genetic basis of ND – that is, which is specific to dependence rather than shared by initiation or regular use – is unlikely to be substantially different across populations, the high phenotypic correlations and modest genetic correlations between these traits suggest that social factors heavily influence smoking behavior. These social factors – and the genes influencing them – likely differ across countries, cultures and cohorts.