His wife, Evelyn M. Kitagawa, was a renowned sociologist, and his daughter, Anne Rose Kitagawa, became a notable curator of Asian art.
Soția lui, Evelyn M. Kitagawa, a fost un renumit sociolog, iar fiica lui, Anne Rose Kitagawa, a devenit un curator cunoscut de artă asiatică.