If you follow this blog, you know that I think choosing the correct machine needle is VERY important (see this) so it won't surprise you when I say that you should use a quilting needle when you quilt.
You can really tell the difference. The quilting needle has a tapered design which allows easier fabric penetration and helps eliminate skipped stitches.