In this paper, the power boundedness and mean ergodicity of multiplication operators are investigated on the Bloch space B, the little Bloch space B 0 and the Besov Space B p . Let U be the unit disk on the complex plane C and ψ be a function on the space of holomorphic functions H(U), our goal is to find out when the multiplication operator M ψ is power bounded, mean ergodic and uniformly mean ergodic on B, B 0 and B p .