This paper uses information about prime age individuals living in Amsterdam to study the dynamics in the use of drugs, in particular alcohol, tobacco, cannabis, cocaine, and ecstasy. The analysis concerns starting rates, transitions from non-use to use, as well as quit rates, transitions from...