- The title is a reference to the Elvis Presley song "Heartbreak Hotel".
- Steve's story parodies the film Somewhere in Time.
- When Steve "travels through time," he wears the same outfit Marty McFly did in Back to the Future.
- "Reganomics Lamborghini's" hair catching fire parodies other 1980s incidents of Michael Jackson and Richard Pryor's hair catching fire.
- Francine wonders how did she get Paulie Walnuts' hair, referring to the character Peter Paul "Paulie Walnuts" Gualtieri from the HBO series, The Sopranos.
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