Disable Exit menu

Hello,

I currently use XBMC (Neon) almost exclusively with a mouse and would like to have the Shuttdown button simply to shutdown the program instead of popping up the exit menu (Exit, Shutdown, Suspend, Reboot). How could I make this?

Thanks in advance!