In June 1940, he was assigned command of the IJA 124th Infantry Regiment, which participated in combat operations in the Second Sino-Japanese War.
In June 1939, Oka became commander of the 4th sector of the 8th Border Patrol Force under the Kwantung Army guarding the Manchukuo border against the Soviet Union.