How to prevent scrollbar from repositioning web page?

I have a website with center-aligned DIV. Now, some pages need scrolling, some don’t. When I move from one type to another, the appearance of a scrollbar moves the page a few pixels to the side. Is there any way to avoid this without explicitly showing the scrollbars on each page?