It happened near Bethany Home Road and 81st Avenue.
Police say a car traveling eastbound on Bethany Home crossed over the median and collided head-on with a car coming from the other direction.
That car was rear-ended by another vehicle.
Six of the 11 people involved were children. One adult and one child were later pronounced dead at the hospital.