approach, the unemployment rate is on average 0.8 percentage points (ppts) higher than the official unemployment rate, with a …-cycle fluctuations in the unemployment rate from job separation, job finding, and participation. Correcting for misclassification changes … unemployment fluctuations, while participation accounts for fewer. The methodology I propose can be applied to any other labor …