Method 1: Click once on the document (or folder), then from the Menu Bar choose File, Rename, and type in the new name.
Method 2: Right click once on the document (or folder), then choose Rename, and type in the new name.
Method 3: Click once on the document (or folder), then after a second or two, click again, and type the new name.