Key Takeaways
- • The U.S. Bureau of Labor Statistics released preliminary benchmark revisions for March 2026 on August 28, 2026, revising nonfarm payrolls downward by 79,000 jobs and private payrolls downward by 178,000 jobs.
- • The March 2025 benchmarked seasonally adjusted employment level for total nonfarm employment stands at 158,377,000, representing a revision of −898,000 or −0.6 percent compared to the prior sample-based published estimate.
- • Private payroll employment was revised down by 880,000 jobs for March 2025, while government payrolls declined by 31,000 jobs, indicating broader weakness in labor market data when adjusted for actual administrative records.
- • The benchmark revision process incorporates administrative employment data from quarterly tax records, which serves as a more accurate measure than the monthly sample-based Current Employment Statistics survey used for real-time reporting.
- • Historical context shows the absolute average benchmark revision for total nonfarm employment over the prior 10 years is 0.2 percent, placing the current −0.6 percent revision meaningfully above historical norms.
Summary
The Bureau of Labor Statistics released its preliminary benchmark revision for March 2026 employment data on August 28, 2026, revealing downward adjustments to nonfarm payroll growth. The preliminary revision adjusted total nonfarm payrolls downward by 79,000 jobs, while private payrolls were revised down by 178,000 jobs. These revisions represent a recalibration of initial monthly estimates against more comprehensive administrative employment records compiled from quarterly tax filings.
The March 2025 benchmarked employment level for total nonfarm employment reached 158,377,000 on a seasonally adjusted basis, compared with the not seasonally adjusted figure of 157,540,000. The cumulative revision for March 2025 nonfarm employment totaled −898,000 jobs, or −0.6 percent of the revised employment level. This substantial downward adjustment reflects the gap between the sample-based Current Employment Statistics monthly survey—which provides preliminary estimates—and the more definitive administrative payroll records that emerge later. Private payrolls specifically were revised down by 880,000 jobs for March 2025, while government employment declined by 31,000 jobs.
Benchmark revisions occur annually when the BLS incorporates actual employment counts from administrative sources, primarily quarterly Unemployment Insurance tax records, which provide near-complete coverage of the employed workforce. The Current Employment Statistics program collects monthly data from a sample of nonfarm establishments, making preliminary estimates subject to significant revision once full administrative data becomes available. Historical data indicates that the absolute average benchmark revision for total nonfarm employment over the prior 10 years is 0.2 percent, meaning the current −0.6 percent revision is approximately three times the historical average, signaling materially weaker job growth than initially reported during the March 2025 reporting period. These revisions have material implications for understanding true labor market dynamics and influence Federal Reserve policy considerations regarding employment trends and economic slack.
The March 2025 benchmarked employment level for total nonfarm employment reached 158,377,000 on a seasonally adjusted basis, compared with the not seasonally adjusted figure of 157,540,000. The cumulative revision for March 2025 nonfarm employment totaled −898,000 jobs, or −0.6 percent of the revised employment level. This substantial downward adjustment reflects the gap between the sample-based Current Employment Statistics monthly survey—which provides preliminary estimates—and the more definitive administrative payroll records that emerge later. Private payrolls specifically were revised down by 880,000 jobs for March 2025, while government employment declined by 31,000 jobs.
Benchmark revisions occur annually when the BLS incorporates actual employment counts from administrative sources, primarily quarterly Unemployment Insurance tax records, which provide near-complete coverage of the employed workforce. The Current Employment Statistics program collects monthly data from a sample of nonfarm establishments, making preliminary estimates subject to significant revision once full administrative data becomes available. Historical data indicates that the absolute average benchmark revision for total nonfarm employment over the prior 10 years is 0.2 percent, meaning the current −0.6 percent revision is approximately three times the historical average, signaling materially weaker job growth than initially reported during the March 2025 reporting period. These revisions have material implications for understanding true labor market dynamics and influence Federal Reserve policy considerations regarding employment trends and economic slack.
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