Dorrie...If you can find them rocker skids will stop the problem. They are small flexible rubber shapes that stick to the bottom of the rocker. Usually Lowe's, Home Depot or any hardware store probably will carry them.

Hope you can find them...have you also tried not rocking quite so hard...I was doing this in a smaller rocker and it would take me all the way across the room.lol