Born in Westpoint, Indiana, Durgan attended the village school there. He moved to Lafayette, Indiana, in 1892 and was employed as a clerk and later as a traveling salesman. He engaged in mercantile pursuits. He served as mayor of Lafayette in 1904–1913 and 1917–1925 and he served as delegate to the Democratic National Convention in 1912.