System trying to open multiple icons on desktop

Sometimes, when I boot up and click on a desktop icon to open a program, a
number of the icons become highlighted and try to open up the associated
program. This results in being unable to run the required program correctly
and I have to shut down and reboot. Invariably, a reboot clears the problem
but it is very frustrating. Can anyone help me?