Unemployment is notoriously difficult to predict. In previous studies, once country fixed effects are added to panel … estimates, few variables predict changes in unemployment rates. Using panel data for 29 European countries - Austria; Belgium … predict changes in the unemployment rate 12 months in advance based on individuals' fears of unemployment, their perceptions …

find a positive and significant relationship between sales and unemployment and perform a time series principal component …

Using newly digitized unemployment insurance claims data we construct a historical monthly unemployment series for U …-level unemployment data, which are only available from January 1976 onwards, and capture consistent patterns in the business cycle. We … use our claims-based unemployment series to examine the evolving pace of post-war unemployment recoveries at the state …