Thayer's time in office is remembered as a fiscally conservative, anti-corruption administration, which sought to make the state bureaucracy more efficient. The State Board of Equalization, land law reforms, and the establishment of a State Mental Hospital were initiated under his leadership. He would completely eliminate the state's debt while in office.