You could also transfer your quilt pattern onto freezer paper, iron it onto the tablerunner where you want it to be (that will keep it from shifting) and then sew over the freezer paper. Tear away after stitching. Don't forget to shorten your stitch length so that the paper will be easier to remove.
Sue