 In September 2007, Horton was named the head coach of the University of Oregon, which reinstated its baseball program starting in the 2009 season after being a club sport since 1982.In his first season at the helm of the Ducks the team was 14–42.In 2010, Horton led the Ducks to the NCAA Division I baseball Tournament for the first time since 1964.