Finally, some of the findings may be culture-bound [55]. For example, the results for smoking closely replicate the findings we previously reported from another US cohort of similar age but different socio-economic status. However, studies conducted in Europe [50] and Japan [17] have found Extraversion associated with cigarette smoking [16]. Such differences might reflect the different social acceptance of smoking across countries.