Johnson later took part in the Bougainville campaign with the 3rd Defense Battalion from November 1943 until June 1944. The 3rd Defense Battalion was deactivated shortly afterwards, and Lieutenant Colonel Johnson was reassigned as the commanding officer of 2nd Battalion, 28th Marines, 5th Marine Division.