In the second political defeat of his career, Risch lost the 1994 primary election for a state Senate seat to Roger Madsen. Risch returned to the state senate in 1995, as an appointee of Governor Phil Batt, who had named Madsen as the director of the Department of Labor, then known as the Department of Employment.
