In early April 2026, the Bureau of Labor Statistics (BLS) released the annual benchmark revision to state employment data for 2025. Before this benchmark revision, the data showed positive job growth in 2025 in just over two-thirds of US states: 34 of 50. The median job growth rate was 0.45%. After this revision, the data show job growth was positive in fewer than half the states: 22 of 50. And the median job growth rate was -0.09%, a slight job loss. This FRED blog post explains why these data revisions occur and provides examples of how ALFRED can be used to examine these data revisions over time.
Why do data revisions occur?
Data revisions occur because counting new jobs is a difficult process that relies on samples and advanced statistical techniques. As more information becomes available, data are revised. The BLS uses the monthly Current Employment Statistics (CES) survey to estimate local employment for nonagricultural industries. But the best source of local employment statistics comes from their Quarterly Census of Employment and Wages (QCEW). The QCEW includes data derived from establishments’ reports to the various unemployment insurance programs that are released with about a 6-month lag. Every spring, the BLS reconciles the CES estimates with the data from the QCEW, which can result in significant revisions.
What do the data show us?
The BLS often revises employment data significantly, and 2025 was no exception.
- The average absolute revision to 2025 state employment growth was 0.70%.
- Job growth was revised lower in 40 states and higher in 10 states.
- Nevada (+2.33%) and Alaska (+0.47%) had the largest positive revisions to job growth, while Maryland (-1.82%) and Missouri (-1.99%) had the largest negative revisions.
Our two FRED graphs above show the 12-month change in nonfarm payrolls for Missouri and Nevada, the two states with the largest revisions. The dashed blue line in each graph is the most recent vintage of data in ALFRED (April 13, 2026), and the solid line green lines is the the vintage of data prior to this benchmark revision (January 27, 2026).
Although it can be tempting to take unrevised data at face value, this year’s revisions underscore the importance of always taking a cautious approach.
How these graphs were created: Search ALFRED for and select the “Missouri nonfarm employment” series. Adjust the date range to “2021-01-01” to “2025-12-01.” Click “Edit Graph” and change the “Units” to “Change from Year Ago, Thousands of Persons” and click “Copy to all.” Open the “Format” tab to change the “Graph type” to “Line” and click “Customize” on “Line 1” to change the “Line Style” to “Dash.” For the second graph, repeat for Nevada.
Suggested by Charles Gascon.