On the association between journal circulation and impact factor

The 'importance' of a scientific journal can be defined in several ways. One is its prestige, as measured by the impact factor, and another is the journal's visibility, as measured by its circulation. Since a journal's importance often has to be kept constant in citation analyses, this raises the issue of the association between these two variables.