Hey O Tool,
Spyware Doctor will not run on 2 different user accounts or more because some of the Spyware Doctor tools cannot run in both accounts, hence the reason you need to exit Spyware Doctor.
To exit SD, you will need to right click on the icon located at the bottom right have corner of your screen and select exit.
Cheers