Maddison stood as a Lib–Lab candidate for Parliament on several occasions, first in Kingston upon Hull Central at the 1892 and 1895 general elections.
Maddison participated in multiple parliamentary elections, first in Kingston upon Hull Central in 1892 and again in 1895 as part of the Lib–Lab coalition.