 His term as mayor was greatly affected by the economic bust of 1899.Harbitz was also active in national politics, and was a member of the national Conservative Party for many years.He chaired the party from 1905 to 1908, succeeding Ole Larsen Skattebøl and being succeeded by Fredrik Stang, Jr.