I recently turned on Kanban backlog as I wanted to clearly show what was truly in the todo and leave everything else I didn't want to show on the board in the backlog. In the process I created a ToDo column and moved what I wanted into that. Now when I run the control chart over any period since, when I exclude the new ToDo column it actually increases the average cycle time, when I would have thought it would reduce it.