, compared to estimating at the underlying regional level. The distribution of regional unemployment rates within countries over … time is not mean-scaled. Regions with low unemployment rates are the main drivers of changes in aggregate unemployment. The … steepness of a log-linear wage curve in regions with low unemployment dominates at the aggregate (country) level, overestimating …