I just had this happen to my 2010 and it was the air bag, best to replace both of them at the same time. These are the best in my opinion,
Arnott Industries bags,Part #: 37 12 6 790 078 / A 2642. They come with a life time warranty. You can stick your ear down by the back tires and listen for the compressor or a hissing sound.