Barrett remained in the capacity of Assistant Military Attaché until May 1942, when he assumed the post of chief attaché inherited from General John Magruder.
On March 24, Barrett received an order to proceed to Chungking for temporary duty, unaware of the plans for the observer group to Yan'an.