actually central banking made dealing with the depression relatively easier. until the creation of the federal reserve the us had a lot of bank collapses everytime the economy tanked and that made it harder for the economy to rebound.   a lot of the causes can be traced back to the first world war. farmers were encouraged to go into debt to meet demand for the war effort, but after the war prices collapsed because warring countries went back to agriculture.
United States