Bill Paxton is the celebrity caller in this episode. Paxton plays Ernie, who calls in because he's angry at his dog.
Episode title is a play on title of movie comedy "Analyze This" (1999).
This episode aired exactly one year prior to the series finale, joining Season 4's "Are You Being Served? (1997)" and Season 6's "Visions of Daphne (1999)" as the only other episodes to hold this distinction.