Norman (Freddie Highmore) spying on Annika (Tracy Spiridakos) while she showers is a reference to the scene in Psycho (1998) where he spies on Marion Crane (Janet Leigh) while she showers.
This episode was watched by 2.14 million viewers, making it the most watched episode of the season.