“Seasonally adjusted” means statisticians remove predictable calendar-related patterns (like holidays, school schedules, and weather-related slowdowns) from the raw weekly claims numbers. For unemployment insurance data, this matters because:
“Advance” claims (ETA‑538) are the first, quick counts; ETA‑539 claims are the more complete, revised counts used for history and state detail.
The insured unemployment rate (IUR) is:
IUR = (Number of continued unemployment insurance claims) ÷ (Number of workers in jobs covered by unemployment insurance).
So it measures what share of workers in UI‑covered jobs are actually drawing benefits in a given week. It is narrower than the official unemployment rate (which counts all unemployed workers), because it only includes people who both lost a covered job and qualify for UI, but it is useful for tracking benefit usage and for triggering Extended Benefits in recessions.
UCFE and UCX are federal unemployment programs covering specific groups:
UCFE (Unemployment Compensation for Federal Employees): Pays unemployment benefits to eligible former federal civilian employees. The program is federally funded but administered by state unemployment agencies under federal rules; claimants must meet the same basic monetary and job‑separation conditions as regular state UI, but based on their federal civilian wages.
UCX (Unemployment Compensation for Ex‑servicemembers): Pays unemployment benefits to eligible former members of the U.S. Armed Forces and the commissioned corps of NOAA. To qualify, the person must have served on active duty and been separated under honorable conditions, and then meet the state’s other UI eligibility rules. States again administer the claims as agents of the federal government; benefits are paid by the military branch (or NOAA), not via payroll deductions from servicemembers’ wages.
A state is “triggered on” for the federal–state Extended Benefits (EB) program when its unemployment measures cross specific thresholds set in federal law, and the state’s own law has that trigger in place. The default, mandatory trigger is based on the insured unemployment rate (IUR):
States may also choose optional triggers:
When a chosen trigger is met, EB turns on automatically in that state and provides additional weeks of UI to people who exhaust regular benefits; it turns off when the indicators fall back below the thresholds.
Advance state claims are reported by the state liable for paying benefits rather than the claimant’s state of residence so that the early, national totals are timely and not double‑counted:
So the liable‑state basis is a practical choice to get a fast, unduplicated national snapshot, which is then refined using residence‑based data.