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Payrolls count covered jobs, the unemployment rate measures unemployed people as a share of the labor force, and wage figures show average nominal pay for covered employees. They come from two different U.S. Bureau of Labor Statistics surveys, so they are related indicators—not counts that should match one another. Read them alongside labor-force participation, the employment-population ratio, hours, revisions and trends across several months.
What the September 2026 jobs report said
The U.S. Bureau of Labor Statistics (BLS) released its September 2026 Employment Situation on October 2, 2026. It reported that nonfarm payroll employment rose by 29,000 and the unemployment rate was 4.2%. Those figures describe different parts of the labor market, drawn from separate surveys.
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- Payrolls: Nonfarm payroll employment increased by 29,000. BLS revised August’s gain from 162,000 to 133,000 and revised July from a gain of 21,000 to a loss of 10,000. Together, the July and August estimates were 60,000 lower than previously reported.
- Household measures: The unemployment rate was 4.2%, labor-force participation was 61.8%, and the employment-population ratio was 59.2%. From August, the labor force grew by 485,000 and the number of unemployed people rose by 78,000.
- Wages and hours: Average hourly earnings for all employees on private nonfarm payrolls were $37.81, up 5 cents, or 0.1%, from August and 3.0% over 12 months. Average weekly hours were 34.4.
These measures can move in different directions without contradicting one another. The household survey showed increases in both the labor force and unemployment, while the establishment survey estimated a 29,000 increase in payroll jobs. The surveys count different populations and units, and their reference periods are not identical.
Why payrolls and unemployment can move in opposite directions
The monthly jobs report combines two estimates. The household survey, formally the Current Population Survey (CPS), classifies people by employment and labor-force status. The establishment survey, formally the Current Employment Statistics survey (CES), counts payroll jobs at nonfarm businesses and government entities. In the report, household data appear in the “A” tables and establishment data in the “B” tables.
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| Measure | Household survey (CPS) | Establishment survey (CES) |
|---|---|---|
| Unit counted | People and their labor-force status | Covered nonfarm payroll jobs |
| Main measures | Employment, unemployment, participation and demographic detail | Payroll employment by industry, hours and earnings |
| Coverage | Includes categories such as unincorporated self-employed people and agricultural workers | Employer payrolls in nonfarm establishments; does not cover those categories |
| Multiple jobs | A person is classified once by labor-force status | Each covered job is counted, so one person with multiple jobs can appear more than once |
| Month-to-month precision | BLS says a change of about 650,000 is needed for statistical significance | BLS says a change of about 122,000 is needed for statistical significance |
The significance thresholds are methodological estimates from the BLS September 2026 Employment Situation FAQ, not cutoffs below which a change is meaningless. BLS explains that the establishment survey has a smaller margin of error for month-to-month changes because of its larger sample, while the household survey has broader coverage and supports demographic estimates. The two surveys also have sampling and nonsampling error.
The household survey covers people age 16 and older. A person is generally classified as employed if they did paid work, worked in their own business or farm, worked at least 15 hours without pay in a family business or farm, or were temporarily absent from a job. Someone is generally unemployed if they had no employment in the reference week, were available to work, and had actively looked for work in the previous four weeks. People on temporary layoff who expect recall are an exception to the active-search requirement.
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The unemployment rate is unemployed people divided by the labor force—not the share of the entire population without a job. The labor force consists of employed people plus unemployed people. Those who are neither employed nor actively seeking work are outside it, so changes in who enters or leaves the labor force can affect the rate.
- Labor-force participation rate: the labor force divided by the civilian noninstitutional population.
- Employment-population ratio: employed people divided by the civilian noninstitutional population.
When unemployment falls, check whether employment increased, people left the labor force, or both. When it rises, check whether more people entered or remained in the labor force and whether employment changed. Those companion measures help explain the direction of the rate; they do not make the household estimate interchangeable with payrolls.
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How to interpret wages and hours
Average hourly earnings in the jobs report are nominal averages for private nonfarm payroll employees. A monthly increase tells you how the average hourly amount changed, not whether workers gained purchasing power. The September report’s 0.1% monthly increase and 3.0% 12-month increase cover different time spans and should be read as such.
Check average hours alongside hourly earnings. Hours help indicate whether the average paid workweek changed, while hourly earnings alone do not show a worker’s total weekly pay. To assess purchasing power, compare wage growth with an official inflation measure over the same period; the Employment Situation’s nominal wage figure by itself does not establish whether inflation-adjusted pay rose or fell.
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How to read a release without overreacting to one number
- Identify the survey and reference period. Check whether a figure is household data or establishment data. Both generally relate to a reference week or pay period around the 12th of the month, but the periods are not identical.
- Read payrolls as jobs. Use the establishment tables for nonfarm payroll employment, industry, hours and earnings. Remember that each covered job counts, including multiple covered jobs held by one person.
- Read unemployment with its denominator. Pair the rate with labor-force participation and the employment-population ratio to see whether the labor force or employment is changing.
- Put wage growth in context. Note whether a figure is month-to-month or 12-month, then check hours. Use a same-period inflation measure for any claim about purchasing power.
- Check revisions and the multi-month pattern. BLS revises the prior two months as later employer reports arrive and seasonal factors are recalculated. Consider the three-month average and the direction of revisions before treating one monthly estimate as a lasting turn.
The September 2026 revisions illustrate why this matters: August’s payroll gain was reduced by 29,000, while July shifted from a gain to a loss. The BLS FAQ puts the relationship plainly: “The household survey and establishment survey both produce sample-based estimates of employment, and both have strengths and limitations.”
For context on precision, BLS’s September 2026 technical note says CES samples about 119,000 businesses and government agencies, representing approximately 622,000 worksites; the CPS sample is about 60,000 eligible households. These sample sizes help explain why the two surveys differ in precision and scope, but neither eliminates uncertainty.
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