 During the Second World War, Johannesson entered politics, seeking election unsuccessfully as a Liberal candidate in the 1942 Winnipeg North by-election.His main wartime activities centred on training pilots.While operating the Johannesson Flying Service, he taught Icelandic students to fly so they could then enlist in the RCAF.