It is revealed that Shauna is Superintendent Chalmers' daughter. Chalmers was first mentioned to have a daughter in How the Test Was Won (2009).
Fat Tony introduces his horse saying, "Meet my filly, Cheesesteak", a cute pun on the name of a sandwich, a Philly Cheesesteak.
The title is a reference to "What to Expect When You're Expecting".