I think it would be hard to do a proper running stitch through so many layers, so I imagine I'd use a back stitch if having to do this by hand. It is definitely not a thrilling thought. (Since you're only working at the edge of the quilt when doing binding, you don't have to fit the bulk of the quilt through the machine).