Few scholars have taught us more about African voters, legislators, and legislatures than Joel Barkan. Drawing on Barkan’s analysis, the first part of this article argues that the African one-party state can be usefully viewed as a competitive-authoritarian system underpinned by a form of political linkage that allows for elements of coercion and competition. Building on this framework, the second part demonstrates that the political linkage structures that emerged in single-party systems such as those of Kenya, Senegal, and Tanzania have played an important role in shaping the dynamics of multiparty politics and the prospects for democratic reform.