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Read the U.S. jobs report’s payroll, unemployment, and wage figures as three different measures—not as counts that should match. Payrolls estimate covered nonfarm jobs from employer records; the unemployment rate measures unemployed people as a share of the labor force; and average hourly earnings track nominal pay for covered private payroll employees. Check the household-survey measures of participation and employment, hours, revisions, and several months of results to understand the full picture.
Why the figures can move in different directions
The U.S. Bureau of Labor Statistics (BLS) combines results from two surveys in its monthly Employment Situation report. The household survey measures people and their labor-force status. The establishment survey measures payroll jobs at covered nonfarm employers, along with hours and earnings. Their populations, units, coverage, and sampling precision differ, so a rise in payrolls alongside a rise in unemployment is not inherently contradictory.
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In the September 2026 report, released October 2, payroll employment increased by 29,000, while the unemployment rate was 4.2 percent. The household survey also showed that the labor force grew by 485,000 and the number of unemployed people rose by 78,000 from August. Meanwhile, the employment-population ratio was 59.2 percent and labor-force participation was 61.8 percent. These measures describe different dimensions of the labor market, not interchangeable counts. BLS September 2026 Employment Situation; BLS household tables.
What each number measures
| Measure | What it counts or describes | What to keep in mind |
|---|---|---|
| Payroll employment | Covered nonfarm jobs reported by employers in the establishment survey (CES). | A person with multiple covered jobs can be counted more than once. It excludes some workers included in the household survey, such as unincorporated self-employed people, agricultural workers, unpaid family workers, and private household workers. |
| Unemployment rate | Unemployed people divided by the labor force, from the household survey (CPS). | The labor force is employed people plus unemployed people. People not employed and not actively seeking work are generally outside this denominator. |
| Average hourly earnings | Average nominal hourly pay for employees on private nonfarm payrolls. | It is not an inflation-adjusted measure of purchasing power and does not by itself describe total weekly pay. |
The BLS classifies people age 16 and older in the household survey as employed, unemployed, or not in the labor force. Employment includes people who 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. Generally, to be counted as unemployed, a person must have had no employment in the reference week, been available to work, and actively looked for work in the previous four weeks. People on temporary layoff who expect recall are an exception to the active-search condition.
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The establishment survey collects payroll data from nonagricultural businesses and government entities. It counts employees who worked or received pay during the reference pay period, including paid leave, and counts each job. The report’s “A” tables present household data; its “B” tables present establishment data. The reference periods are generally around the 12th of the month, but the two surveys’ periods are not identical. BLS technical note and tables.
How to interpret unemployment with participation and employment
The unemployment rate can fall for different reasons: more people may find work, or people may stop actively looking and leave the labor force. It can rise when more people enter or re-enter the labor force and search for work, even if employment is also increasing. The rate is not the share of the entire population without a job, nor does it count everyone who would like work.
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- Labor-force participation rate: the labor force as a share of the civilian noninstitutional population.
- Employment-population ratio: employed people as a share of that population.
Read these measures beside the unemployment rate to see whether a change reflects employment, labor-force entry or exit, or a combination. In September 2026, for example, the household estimates showed both a larger labor force and more unemployed people than in August; the payroll job estimate came from a separate survey and measured jobs rather than people.
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How to read wage growth alongside hours
Average hourly earnings are nominal: they show dollars earned per hour, not what those dollars buy. In September 2026, average hourly earnings for all employees on private nonfarm payrolls were $37.81, up $0.05, or 0.1 percent, from August and 3.0 percent over 12 months. Average weekly hours were 34.4. The hourly figure alone does not establish whether purchasing power rose; that requires comparing wage growth with an inflation measure over the same period. BLS September 2026 Employment Situation.
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Hours help put hourly earnings in context: a change in the hours worked can affect weekly earnings even when the hourly rate moves differently. Keep the time span attached to each wage change, too—a month-to-month increase and a 12-month increase answer different questions.
How to account for revisions and uncertainty
Payroll estimates are revised as additional employer reports arrive and seasonal factors are recalculated. In the September 2026 release, BLS revised August’s payroll increase from 162,000 to 133,000 and July’s from 21,000 to a loss of 10,000. Together, July and August were 60,000 lower than previously estimated. A single month’s initial estimate is therefore not a settled trend.
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BLS’s September 2026 FAQ says a month-to-month employment change of about 122,000 in the establishment survey and about 650,000 in the household survey is statistically significant. These are survey-specific methodological thresholds, not cutoffs below which a movement is meaningless. BLS also notes that the establishment survey has a smaller margin of error for month-to-month change because its sample is larger, while household coverage is broader and supports demographic estimates. BLS September 2026 FAQ and technical note.
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The technical note says the CES monthly sample surveys about 119,000 businesses and government agencies, representing approximately 622,000 worksites; the CPS sample is about 60,000 eligible households. Sample size affects precision, but neither survey is free of sampling or nonsampling error. BLS technical note.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.A practical way to read each release
- Check the label and period. Identify whether a figure is household (CPS) or establishment (CES) data, and note the reference period.
- Read payrolls as jobs. Use the establishment estimate for covered nonfarm payroll employment, and remember that one person may hold more than one counted job.
- Read unemployment with participation and employment. Check the labor-force participation rate and employment-population ratio to see whether people are entering or leaving the labor force as well as finding work.
- Pair earnings with hours and the time span. Separate monthly from 12-month wage changes; use a separately sourced inflation series if making a purchasing-power comparison.
- Check revisions and several months together. Review the revised prior two months and the three-month average before treating a single estimate as a durable turn.
BLS summarizes the distinction directly: “The household survey and establishment survey both produce sample-based estimates of employment, and both have strengths and limitations.” BLS Employment Situation FAQ.
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