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Congressional Research Service
Informing the legislative debate since 1914


                                                                                     Updated February 26, 2025

Current Employment Survey Benchmark Revisions


On February 7, 2025, the Bureau of Labor Statistics (BLS)
released annual benchmark revisions to official estimates
of national-level nonfarm employment from April 2023
through October 2024. These revisions downwardly
adjusted national nonfarm employment in March 2024 by
598,000 jobs (-0.4% of the revised employment level). BLS
previously announced on August 21, 2024, that the
preliminary estimate of these revisions would
downwardly  adjust national nonfarm employment by
818,000 jobs. This revision is larger than most recent
benchmark revisions, and the announcement of the
preliminary estimate attracted attention from Congress.
This In Focus provides an overview of BLS annual
benchmark revisions, which have been part of regular BLS
employment  estimation processes since 1935. Benchmark
revisions incorporate less timely but more comprehensive
data into employment estimates.
nitia   Employment Change Estimates
BLS  initially estimates month-to-month employment
changes for the previous three months as part of the Current
Employment  Statistics (CES) program. These estimates rely
on a survey of nonfarm establishments and models of
employment  in establishments that cannot be surveyed.

Survey
The CES  survey, also known as the payroll survey or the
establishment survey, is a monthly survey of approximately
119,000 businesses and government agencies. The
employers surveyed are randomly selected to represent all
nonfarm employers by state, industry, and employer size
categories. After selection, employers are surveyed for at
least two years. Each month, BLS asks these employers
how many  civilians were on their payroll during the pay
period that included the 12th day of the month.
Employment  reports received by the last Friday of the
month are incorporated into first preliminary estimates,
which BLS releases on the first Friday of the next month.
Additional employment reports received in time for the
following month's estimates are incorporated into revised,
second preliminary estimates. Employment reports
received from more employers responding to the survey in
time for a third month of estimation are incorporated into
third and final sample-based estimates for each month.

Business Birth and  Death  Modeling
    E               i.          .
Some  businesses cannot be chosen for the CES survey
because they are too new to be included. Other businesses
do not answer the survey because they are no longer
operating. Patterns of business openings and closings over
the year vary by industry in predictable ways. BLS uses
historical data to model employment changes due to
business births and deaths and updates this model with
new data every year. This modeled component is part of all


national-level CES employment estimates (except during
the COVID-19  pandemic, when use of the model was
modified because business births and deaths were not
following usual patterns).

Seasonal  Adjustment
Some  month-to-month changes in employment are part of
seasonal patterns, such as the opening and closing of ski
resorts as the seasons change. Seasonal employment
patterns differ by industry. BLS uses historical data to
model these patterns and produces both seasonally adjusted
and unadjusted estimates of month-to-month changes.
Benchmari ng
The CES  program produces estimates of month-to-month
changes in the number of jobs soon after the end of each
month. However, BLS revises these estimates of monthly
employment  changes based on additional data on overall
civilian employment levels.

Additiona  Data
BLS  receives additional data on employment levels after
publishing the survey-based CES estimates. Employers are
required to report the number of workers in jobs covered by
Unemployment  Insurance (UI) on their payrolls to states
every quarter. UI covers about 97% of nonfarm payroll
employment  in the United States. These payroll reports are
then forwarded to BLS, which receives them several
months after CES survey responses. BLS also receives
periodic employment data for employers not covered by UI,
such as railroads.
These additional data sources provide information on the
actual employment of all covered employers. They are not
affected by which businesses respond to a survey or by the
accuracy of models. BLS uses these additional data to
further revise, or benchmark, estimates of employment. The
same data are also used to produce the model of
employment  changes due to business births and deaths.

Benchmark Process
BLS  uses the additional data to make a more accurate
estimate of employment levels by industry for the previous
March. The difference between the previous estimate of
employment  and the new, more accurate estimate is called
the benchmark revision.

At the time of the benchmark revision, estimates of
employment  changes in the 11 months before and 9 months
after March are adjusted proportionately to match the new,
more accurate March employment levels by industry.

Benchmark Timing
Benchmark  employment estimates for the previous March
are released in early February. However, in August BLS

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