 At his retirement, Andersen moved back to coach his childhood club Dronningborg Boldklub in the lower leagues of Danish football.In the 2005 Danish municipality elections, Andersen was a candidate for the Danish Liberal Party in the Randers municipality.He received 217 personal votes, and was elected for the Randers municipality council by a margin of 13 votes.