I'm not 100% sure if this will work for dropdown boxes, but it works for removing checkboxes, so it's worth a shot.

Press the F5 key
Click Special
Select Objects
Click OK
At this point, the dropdown box should be highlighted
Press the Delete key to remove it

Hope that works for you!