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Which monthly jobs numbers are in the report?
The U.S. Bureau of Labor Statistics’ monthly Employment Situation draws on two surveys. The familiar “jobs added” headline usually means the seasonally adjusted change in nonfarm payroll jobs from the Current Employment Statistics (CES) establishment survey. The unemployment rate comes from the Current Population Survey (CPS), which interviews households. The BLS says both surveys are needed for a complete picture of the labor market.
| Measure | Survey | What it counts | Common headline |
|---|---|---|---|
| Payroll employment | Current Employment Statistics (CES), establishment survey | Nonfarm payroll jobs at businesses and government agencies | Monthly change in jobs |
| Employment and labor force | Current Population Survey (CPS), household survey | People age 16 and older in the civilian noninstitutional population, classified by labor-force status | Unemployment rate and number of employed people |
The surveys cover different units—jobs versus people—so their monthly changes are not competing estimates of the same quantity. Neither is a simple correction of the other. The BLS comparison guide explains their distinct coverage and purposes.
What does the payroll jobs number count?
CES surveys individual worksites at businesses and government agencies. Its estimates cover nonfarm payroll jobs, hours, and earnings, with industry detail. An employee is counted in each payroll job held, and is included if they worked or received pay for any part of the employer pay period that includes the 12th day of the month. Paid leave counts. Agricultural employment and most self-employment are excluded.
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Because CES counts jobs rather than unique people, someone with two payroll jobs can contribute two jobs to the estimate. A person who owns an unincorporated business, by contrast, generally is not part of the nonfarm payroll count.
What do the household survey and unemployment rate count?
CPS classifies people age 16 and older in the civilian noninstitutional population as employed, unemployed, or not in the labor force. Its monthly sample is approximately 60,000 households, according to the BLS quick guide to CPS methods.
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- Employed: A person who worked for pay, was self-employed, worked at least 15 hours without pay in a family business, or was temporarily absent from a job. Each person is counted once, even if they have several jobs.
- Unemployed: Generally, a person without a job who is available for work and actively searching. People on temporary layoff are included even if they are not actively searching.
- Not in the labor force: A person who is neither employed nor classified as unemployed.
The unemployment rate is the number of unemployed people divided by the labor force, which consists of employed plus unemployed people. It is not the share of the entire population without a job.
Why can the payroll and household figures move differently?
Coverage and reference periods differ. CPS includes categories CES excludes, including unincorporated self-employed people, agricultural workers, unpaid family workers, and private household workers. CPS asks about a calendar week, usually the week containing the 12th; CES uses the employer pay period containing the 12th. The surveys also have different samples and statistical uncertainty.
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As a result, a rise in payroll jobs does not necessarily mean the same number of additional people found work, and the two monthly changes can diverge. CES is more precise for monthly changes in nonfarm payroll employment because its sample is much larger. CPS provides a broader view of people and labor-force status, including demographic detail. Each answers a different question.
Why are the first payroll estimates revised?
The first CES estimate is preliminary. Employers continue to report after the initial release, so the BLS revises the estimate in each of the next two months as late reports arrive. The agency also recalculates seasonal factors as newer data become available. Its Employment Situation FAQ explains that revisions incorporate information unavailable when the initial estimate was published. After two successive revisions, when nearly all sample reports have arrived, the estimate is considered final for that sample-estimate cycle.
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Seasonal adjustment changes the comparison
Employment follows recurring patterns related to holidays, weather, school schedules, and other seasonal influences. Seasonal adjustment tries to remove those regular effects so month-to-month changes are easier to interpret. CES uses concurrent adjustment: it recalculates seasonal factors as current observations arrive. The latest three monthly CES estimates use the new factors, which is why the prior two months are routinely revised. An annual seasonal recalculation can revise as much as five years of seasonally adjusted history.
Annual benchmarks replace sample-based levels
Once a year, the BLS benchmarks CES employment to near-complete administrative employment counts, principally employer unemployment-insurance records tabulated through the Quarterly Census of Employment and Wages (QCEW). The March benchmark replaces the sample-based employment level for that month, and the agency adjusts estimates between benchmark periods to align the series. Administrative counts improve the alignment, but they are not a perfect measure of every source of survey error.
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In the benchmark revision released in February 2026, the March 2025 total nonfarm employment level was lowered by 861,000. That is a revision to the employment level for the benchmark month—not a loss of 861,000 jobs in one month, and not a typical revision size. The BLS describes the release in its 2025 CES benchmark article.
The birth-death adjustment estimates firms missing from the sample frame
New businesses can take time to appear on CES’s survey sampling frame, while businesses that close also affect payroll employment. To estimate the net effect, CES uses an econometric model informed by historical QCEW data. The BLS adds new businesses to the survey twice a year. The model addresses a timing gap, but its estimate carries modeling uncertainty.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.How to read a jobs-release figure without overreading it
- Identify the measure. Check whether the number refers to CES payroll jobs or CPS employed people, labor-force status, or unemployment.
- Check the adjustment label. Month-to-month headline payroll changes are usually seasonally adjusted; do not compare them casually with an unadjusted figure.
- Note whether the payroll estimate is preliminary. Early CES estimates can change as reports arrive and seasonal factors are updated.
- Separate a level revision from a monthly change. A benchmark adjustment to the employment level over a period is not itself a one-month gain or loss.
- Allow for statistical uncertainty. BLS guidance gives an approximate 122,000 CES over-the-month change threshold for statistical significance in its 2026 M09 Employment Situation FAQ. The corresponding CPS employed-person threshold is about 650,000 in that FAQ; the CES FAQ reports about 676,000 for CPS. These are source-specific statistical measures under survey conditions, not universal cutoffs that divide real changes from unreal ones.
Those significance figures are not interchangeable: use the estimate and wording in the applicable BLS source rather than treating one threshold as a general rule. A smaller change is not proof that nothing changed; it means the estimate should be interpreted with its sampling uncertainty in view.
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