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Cyclical Unemployment Becomes Structural Unemployment: Unemployment Persistence in the Great Depression and Today Gabriel Mathy American University Cyclical unemployment becomes structural unemployment if it is allowed to persist. In the aftermath of the Great Recession, employment has remained depressed and unemployment has remained high. At the same time, the matching process between workers and jobs has worsened even as GDP growth has resumed. The depth of the most recent recession and the slow subsequent recovery makes recent experience fundamentally different than the preceding postwar experience of the American business cycle. However, the Great Depression of the 1930s saw both a severe recession as well as a recovery which took almost a decade. I examine labor market mismatch between job openings and the unemployed by applying a MortensenPissarides searchandmatching model to the Great Depression. My findings are that that mismatch worsened in downturn of the Great Depression but that matching between the unemployed and jobs improved as output rose, especially during the wartime boom of the 1940s which decisively eliminated the structural unemployment problem. The only hypothesis consistent with this evidence is that the longterm unemployed have difficulty reentering labor markets which generates outward shifts in the Beveridge curve, but that a sustained robust recovery can return the longterm unemployed to employment. Additional evidence is brought to bear by showing that mismatch has not risen among the shortterm unemployed and that any increase in structural unemployment results from an increase in mismatch among the longterm unemployed. This divergence is present in both the current recovery as well as in the recovery from the Great Depression and cannot be explained by standard theories of structural unemployment such as skills mismatch, geographic mismatch, or structural unemployment resulting from technical change as these theories would predict increase mismatch among both the shortterm and longterm unemployed. A similar massive increase in hiring as took place in the 30s and 40s is required to eliminate our current employment problem as our cyclical unemployment is becoming structural as more workers leave the labor market. In terms of policy responses, monetary and fiscal stimulus should be expanded and direct government hiring should be expanded as a sustained increase in job openings is the best policy to return the longterm unemployed to employment and to prevent cyclical unemployment from permanently reducing employment and output.