 At the 1896 Legislative Council elections, Spencer was elected to South-West Province, replacing the retiring John Foulkes.Aged 71, he became the oldest MP in Western Australia to be elected for the first time.Only two others (James Franklin and John Church) have since been elected for the first time at an older age.