Higher amalgamation is a model theoretic property. It was also studied under the name generalised independence theorem. This property is defined in stable, or more generally simple or rosy theories. In this thesis we study how higher amalgamation behaves under expansion by finite covers and algebraic covers. We first show that finite and algebraic covers are mild expansions, in the sense that they preserve many model theoretic properties and behave well when imaginaries are added to them. Then we show that in pregeometric theories higher amalgamation over ; implies higher amalgamation over parameters. We also show that in general this is not true. In fact, for any stable theory with an algebraic closed set which is not a model we construc...