Before you bang yourself on the head too much
you don't
need a mouse mat with an optical mouse.
And the problem is with the scroll wheel, on top of the mouse
BobH - have you got another mouse in the house (hoots mon!) that you could try?
If so that might narrow it down regards whether it is a physical problem with the mouse itself, or some setting / problem on the PC.