Glorious Battle: The Cultural Politics of Victorian Anglo-Catholicism by John Shelton Reed is a cultural history of the movement.
It requires you to have background knowledge about anglican faith (what morning prayer is, etc). It's interesting in that it explains how the Oxford movement founders and followers lived and operated with the CoE.