Khalifa's father, Rashad Khalifa, was murdered on January 31, 1990. Though no one was ever convicted of the murder, Islamic extremists opposed to his teachings have been connected to it.
Khalifa is no longer involved with professional baseball. He currently resides in Phoenix, Arizona. Khalifa is currently the only Muslim of Arab descent to have played in the Major Leagues.