You say it's a new PC... is it perhaps doing a lot of stuff in the background such as downloading software updates (this would affect download speed of mumsnet pages, but not usually scrolling).
Have you tried another web browser, to see if that is also affected - for example, if you use Microsoft IE, try installing FireFox.
Is there some CPU intensive process running - can you bring up Task Manager and see what processes are running?