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What changed in the jobs estimate?
The figures refer to U.S. total nonfarm employment in March 2025, as measured by the Bureau of Labor Statistics’ Current Employment Statistics (CES) program. The initial estimate was later compared with more comprehensive employment counts, producing a downward adjustment to the estimated level.
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| Figure | Status and meaning | Source date |
|---|---|---|
| −911,000 (−0.6%) | Preliminary downward benchmark estimate for March 2025 total nonfarm employment. | September 9, 2025 |
| −862,000 (−0.5%) | Final downward revision to the March 2025 employment level; not seasonally adjusted. | February 11, 2026 |
| −861,000 (−0.5%) | Benchmark error after accounting for a data reconstruction; a related measure, not the final level adjustment. | February 11, 2026 |
The BLS first published the preliminary figure in its September 2025 benchmark release. The agency’s final benchmark announcement later reported the −862,000 level revision and separately described the error as −861,000 after accounting for a data reconstruction. The two final figures answer different statistical questions, so they should not be treated as interchangeable estimates of jobs lost.
Does this mean nearly a million people lost jobs?
No. A benchmark revision changes the historical estimate of payroll employment; it is not a report of a sudden loss of 862,000 or 911,000 jobs when BLS published the revision. The revised March figure reflects a comparison of two independently derived estimates, not a count of people who became unemployed at that moment.
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“Jobs” is convenient headline language, but CES measures payroll employment positions at nonfarm establishments, not unique individuals. A person with more than one payroll job can be represented more than once in employment counts. The revision also does not, by itself, establish why employment changed or prove that the economy slowed by a particular amount.
Why does BLS revise payroll employment?
CES is designed to provide timely monthly estimates from a survey of nonfarm establishments. Once a year, BLS benchmarks the March employment level to more comprehensive counts, derived primarily from unemployment-insurance tax records that employers file with state workforce agencies and that feed into the Quarterly Census of Employment and Wages (QCEW).
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The survey estimate and the benchmark count are built independently and can each contain error. BLS describes the preliminary benchmark revision as a preliminary measure of total error in CES estimates for the period. The annual process re-anchors the survey-based series to the more comprehensive count; it does not mean that every earlier monthly estimate was simply a direct count.
How unusual was the final revision?
BLS reported that the absolute average of national benchmark revisions over the prior ten years was 0.2%. Its final announcement said those revisions ranged from less than 0.05% to 0.3%. The final 2025 revision of 0.5% was larger than that cited range. Those comparisons describe past benchmark adjustments; they do not determine whether this revision matters for a particular analysis or household decision.
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What else changed in the employment series?
The March benchmark adjustment is the central level correction, but BLS’s revised estimates for April 2025 onward also incorporate the sample-measured rate of change applied to the new benchmark level, updated net birth-death model forecasts, and new seasonal-adjustment factors. These updates affect the published series beyond the March level; they should not be added to the −862,000 as if they were further jobs removed from the March benchmark. BLS explains these components in its 2025 benchmark article.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.What should readers take from the headline?
The phrase “nearly a million fewer jobs than reported” accurately describes BLS’s preliminary September 2025 estimate of −911,000. The final adjustment was −862,000, or 0.5%, for March 2025 total nonfarm employment, not seasonally adjusted. It is best understood as a correction to the estimated historical level of payroll employment—not as a contemporaneous wave of job losses or an exact count of people out of work.
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