Clean the threads of the shower arm, removing any old plumber's tape, pipe-joint compound, and mineral deposits. Wrap plumber's tape around the threads of the shower arm, wrapping in the same direction that the showerhead will twist back on. Reinstall the showerhead, tightening it until it is very snug.