This thread has many good suggestions. Yours may not be the same solution as the other folks in this list.
As the thread suggests, this is usually a problem with a misbehaving utility that is installed and preventing normal functionality of the Finder but in the worst case scenario is sometimes related to larger issues of proper functionality of the OS. As a first precaution, I’d strongly recommend making a good backup before doing anything else.