Bisson graduated from Rutgers University in 1923, then went as a Presbyterian missionary to teach English and Classics in Anhui province, China, and then taught at Yenching University in Beijing. He studied the Chinese language and developed a sympathy for the anti-imperalist program of the Chinese Nationalist Party, but was disheartened when Chiang Kai-shek gained control and crushed the left wing, including communists.