This is the first episode Amanda's sister Kim appears in since season 17 episode 6 "Maternal Instincts (2015)".
The stadium footage for the scene with Jenna's qualifying competition came from the 2006 Melbourne Commonwealth Games, which is ironic, because as an American athlete, Jenna would not be able to participate at these games.