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The authors thank Robert Gibson for his assistance with data development as well as John Baldwin and Guy Gellatly for helpful suggestions. The paper also benefited from comments from three anonymous referees. It forms part of a broader research program supported by the Social Sciences and Humanities Research Council of Canada and Statistics Canada.