Joseph-Arthur Labissonnière was a politician in Quebec, Canada and an official opposition Member of the Legislative Assembly of Quebec (MLA).
He was born on December 25, 1875, in Batiscan, Mauricie and was a farmer.
He ran as a Conservative candidate in the district of in the provincial district of Champlain in 1912 and won against Liberal incumbent Pierre-Calixte Neault. He lost re-election in 1916. He was succeeded by Liberal Bruno Bordeleau.
Labissonnière tried to make a political comeback but was defeated again in 1923.
Labissonnière served as Mayor of Champlain from 1917 to 1922.
He died on May 9, 1930, in Champlain.