Were BLS job estimates more accurate when Biden was the POTUS?
No. Initial BLS monthly payroll estimates were not more accurate during Biden’s presidency (2021–2025). Large downward revisions—some of the biggest in decades outside recessions—showed that early reports overstated job growth more than typical historical averages.
How BLS estimates and revisions work
The Current Employment Statistics (CES) survey produces the headline monthly nonfarm payroll number from a sample of businesses. Those first-release figures are revised twice in the following months as more responses arrive, then annually “benchmarked” to the far more complete Quarterly Census of Employment and Wages (QCEW) unemployment-insurance records. Average monthly revision size (first to third estimate) has long been around 50–60k jobs. Annual benchmark revisions have typically been a few tenths of a percent of total employment.
What happened under Biden
- The 2024 benchmark (covering the year ending March 2024) cut estimated job growth by 818k initially and 598k in the final figure—one of the larger revisions since 2009.
- The next cycle (year ending March 2025, spanning late Biden and early second Trump term) produced an even bigger preliminary cut of ~900–911k, the largest since the Great Recession in percentage terms. Final 2025 calendar-year job growth was revised down sharply (to ~181k from an initial ~584k in some presentations).
- Several individual months in 2023–2025 saw unusually large two-month downward revisions (e.g., May–June 2025 combined –258k, the biggest non-recession two-month revision in decades).
These overstatements reduced the headline job-creation totals attributed to the Biden years once the more complete data arrived.
Comparison and causes
Revisions of similar or larger size have occurred before, including a ~514k downward benchmark for 2019 under the first Trump term and much larger ones around the 2008–09 recession and the 2020 COVID shock. There is no consistent partisan pattern across administrations; revisions have gone both ways under both parties. Experts across the spectrum attribute the recent large misses to practical measurement problems that intensified after 2020: falling survey response rates, rapid business births and deaths, shifting seasonal hiring patterns, and large immigration-driven labor-force changes that the models struggled to capture in real time. Those conditions overlapped Biden’s term more than the quieter 2014–2019 period.
By mid-to-late 2026 the monthly revision sizes had moved back closer to long-run averages, suggesting the extreme volatility was tied more to the post-pandemic transition than to any single administration’s statistical practices. BLS data remain the standard source; the revisions themselves are the correction mechanism, not evidence of fabrication.
Were BLS job estimates more accurate when Biden was the POTUS?
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