A Night on the Town was the third and final studio album by Bruce Hornsby and the Range. Following albums would be credited to Hornsby alone. A Night on the Town features Hornsby's last significant hit single, "Across the River", which spent one week at the top of the BillboardAlbum Rock Tracks chart and peaked at number 18 on the Billboard Hot 100. Bruce Hornsby chose Laurelle Brooks as the female lead in the music video for "Across the River".
Engineered by Ed Thacker (tracks 1 and 3–11) and Eddie King (track 2)
Additional engineering – Steve "Sound" Cormier, Don Gehman and Eddie King
Assistant engineers – Don Bosworth, Robin Laine-Levine, Ted Pattison, John "Chamberlin" Pilatus, Neal Pogue and Chris Winter
Recorded at Record One (Sherman Oaks, California), Kingsound Studios (Hollywood Hills, California) and Larrabee Sound Studios (North Hollywood, California)
Mixed by Ed Thacker at Larabee Sound Studios and Chapel Studios (Los Angeles, California)
Mastered by Stephen Marcussen at Precision Mastering (Hollywood, California)