 Alec Wilder and James T. Maher call " I 'm Just Wild About Harry " a " strong , direct , simple song , the principal device of which is a strong fourth beat tied to the down beat " . The song moves in short melodic bursts characteristic of the era : lighthearted but rhythmic . 
