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It hit No. 1 for four weeks in 1942 as an instrumental recorded by Benny Goodman and his orchestra. It also charted that same year by Jimmy Dorsey (No. 9) and Shep Fields (No. 15). Versions of "Jersey Bounce" were performed by Glenn Miller, Harry James, Red Norvo, Jan Savitt, Ella Fitzgerald, Ella Mae Morse, and The King Sisters
During World War II the title was popular as a nickname for aircraft. One of the first examples was a B-24D Liberator that served in the Eighth Air Force with the 93rd Bomb Group at Alconbury, England, in 1942 and 1943. It was the name of two B-17 Flying Fortress bombers in the 303rd Bomb Group stationed at Molesworth, England. After it was taken out of commission, the "Jersey Bounce 2" replaced it. At least four other Bombardment Groups had B-17 bombers named "Jersey Bounce". Assigned to the 91st Bomb Group, 324th Squadron (DF-H) at Bassingbourn, England, another B-17F (4124515) was named "Jersey Bounce", by pilot, Lt. Phillip Fischer, when the bomber was assigned to him in September 1942.
Another example was from the 336th Fighter Squadron of the 4th Fighter Group, where Lt. Col. Donald F. Pierini named all three of his P-51 (B,C, &D) fighters were named "Jersey Bounce". "Jersey Bounce I" was destroyed in a middair collision in 1944. "Jersey Bounce II" was retired after a number of missions. "Jersey Bounce III" was shot down in 1945 but under a different pilot.
The lyrics begin:
They call it the Jersey Bounce
A rhythm that really counts
The temperature always mounts
Whenever they play the funny rhythm they play
It started on Journal Square
And Somebody heard it there
They put it right on the air
And now you'll hear it everywhere...
- Bond, Gordon (18 March 2012). North Jersey Legacies: Hidden History from the Gateway to the Skylnds. Arcadia Publishing. pp. 87–. ISBN 978-1-61423-831-7. Retrieved 14 November 2018.
- Tyler, Don (2 April 2007). Hit Songs, 1900-1955: American Popular Music of the Pre-Rock Era. McFarland. pp. 262–. ISBN 978-0-7864-2946-2. Retrieved 14 November 2018.
-  Archived February 17, 2009, at the Wayback Machine.