China, where the Louisville, Ky.-based company operates or franchises 4,563 KFC units, suffered in 2013 after reports indicated its suppliers were giving chickens unapproved levels of antibiotics.

In China, KFC has achieved such dominance over McDonald’s and local rivals that Colonel Harland Sanders’s image is a far more common sight in many Chinese cities than that of Mao. That ...