WASHINGTON – The monthly employment report is always under scrutiny both on Wall Street and within Washington; however, it has gained even more significance following President Donald Trump’s decision to dismiss the official responsible for overseeing it this past Friday.

Trump alleged that June’s job numbers were manipulated to discredit him and other Republicans, labeling them as “RIGGED.” However, he did not provide any proof. Even William Beach, the official appointed by Trump during his first presidency to supervise the report, criticized the removal of Erika McEntarfer, who was appointed by former President Joe Biden as the director of the Bureau of Labor Statistics. This action came after the latest jobs report published on Friday showed tepid hiring in July, with a nearly stagnant job market in May and June, immediately after Trump had implemented extensive tariffs.

For a long time, economists and investors have trusted these employment figures, as stock prices and bond yields often respond dramatically upon their release. Yet, the most recent revisions were notably large—the most considerable seen outside a recession in fifty years. Surveys utilized for compiling the report are encountering difficulties as response rates have declined, especially after the COVID outbreak, with fewer businesses participating.

Nonetheless, that hasn’t led most economists to doubt them.

“The bottom line for me is, I wouldn’t take the low collection rate as any evidence that the numbers are less reliable,” stated Omair Sharif, founder and chief economist at Inflation Insights, a consultancy firm.

Academics, statisticians, and economists have sounded alarms over time about shrinking budgets impairing the government’s capability to gather economic data. Although there were several government commissions assessing methods to enhance survey participation, these were disbanded by the Trump administration earlier this year.

Heather Boushey, a leading economic advisor in the Biden administration, highlighted that without Trump’s dismissal of McEntarfer, last week’s data indicating a decelerating economy would have received greater attention.

“We’re having this conversation about made-up issues to distract us from what the data is showing,” Boushey said. “Revisions of this magnitude in a negative direction may indicate bad things to come for the labor market.”

Here are some things to know about the jobs report:

Economists and Wall Street trust the data

Most economists say that the Bureau of Labor Statistics is a nonpolitical agency staffed by people obsessed with getting the numbers right. The only political appointee is the commissioner, who doesn’t see the data until it’s finalized, two days before it is issued to the public.

Erica Groshen, the BLS commissioner from 2013 to 2017, said she suggested different language in the report to “liven it up”, but was shot down. She was told that if asked to describe a cup as half-empty or half-full, BLS says “it is an eight ounce cup with four ounces of liquid.”

The revised jobs data that has attracted Trump’s ire is actually more in line with other figures than before the revision. For example, payroll processor ADP uses data from its millions of clients to calculate its own jobs report, and it showed a sharp hiring slowdown in May and June that is closer to the revised BLS data.

Trump and his White House have a long track record of celebrating the jobs numbers — when they are good.

These are the figures is Trump attacking

Trump has focused on the revisions to the May and June data, which on Friday were revised lower, with job gains in May reduced to 19,000 from 144,000, and for June to just 14,000 from 147,000. Every month’s jobs data is revised in the following two months.

Trump also repeated a largely inaccurate attack from the campaign about an annual revision last August, which reduced total employment in the United States by 818,000, or about 0.5%. The government also revises employment figures every year.

Trump charged the annual revision was released before the 2024 presidential election to “boost” Vice President Kamala Harris’s “chances of Victory,” yet it was two months before the election and widely reported at the time that the revision lowered hiring during the Biden-Harris administration and pointed to a weaker economy.

Here’s why the government revises the data

The monthly revisions occur because many companies that respond to the government’s surveys send their data in late, or correct the figures they’ve already submitted. The proportion of companies sending in their data later has risen in the past decade.

Every year, the BLS does an additional revision based on actual job counts that are derived from state unemployment insurance records. Those figures cover 95% of U.S. businesses and aren’t derived from a survey but are not available in real time.

These are the factors that cause revisions

Figuring out how many new jobs have been added or lost each month is more complicated than it may sound. For example, if one person takes a second job, should you focus on the number of jobs, which has increased, or the number of employed people, which hasn’t? (The government measures both: The unemployment rate is based on how many people either have or don’t have jobs, while the number of jobs added or lost is counted separately).

Each month, the government surveys about 121,000 businesses and government agencies at over 630,000 locations — including multiple locations for the same business — covering about one-third of all workers.

Still, the government also has to make estimates: What if a company goes out of business? It likely won’t fill out any forms showing the jobs lost. And what about new businesses? They can take a while to get on the government’s radar.

The BLS seeks to capture these trends by estimating their impact on employment. Those estimates can be wrong, of course, until they are fixed by the annual revisions.

The revisions are often larger around turning points in the economy. For example, when the economy is growing, there may be more startups than the government expects, so revisions will be higher. If the economy is slowing or slipping into a recession, the revisions may be larger on the downside.

Here’s why the May and June revisions may have been so large

Ernie Tedeschi, an economic adviser to the Biden administration, points to the current dynamics of the labor market: Both hiring and firing have sharply declined, and fewer Americans are quitting their jobs to take other work. As a result, most of the job gains or losses each month are probably occurring at new companies, or those going out of business.

And those are the ones the government uses models to estimate, which can make them more volatile.

Groshen also points out that since the pandemic there has been a surge of new start-up companies, after many Americans lost their jobs or sought more independence. Yet they may not have created as many jobs as startups did pre-COVID, which throws off the government’s models.

Revisions seem to be getting bigger

The revisions to May and June’s job totals, which reduced hiring by a total of 258,000, were the largest — outside recessions — since 1967, according to economists at Goldman Sachs.

Kevin Hassett, Trump’s top economic adviser, went on NBC’s “Meet the Press” on Sunday and said, “What we’ve seen over the last few years is massive revisions to the jobs numbers.”

Hassett blamed a sharp drop in response rates to the government’s surveys during and after the pandemic: “When COVID happened, because response rates went down a lot, then revision rates skyrocketed.”

Yet calculations by Tedeschi show that while revisions spiked after the pandemic, they have since declined and are much smaller than in the 1960s and 1970s.

Other concerns about the government’s data

Many economists and statisticians have sounded the alarm about things like declining response rates for years. A decade ago, about 60% of companies surveyed by BLS responded. Now, only about 40% do.

The decline has been an international phenomenon, particularly since COVID. The United Kingdom has even suspended publication of an official unemployment rate because of falling responses.

And earlier this year the BLS said that it was cutting back on its collection of inflation data because of the Trump administration’s hiring freeze, raising concerns about the robustness of price data just as economists are trying to gauge the impact of tariffs on inflation.

U.S. government statistical agencies have seen an inflation-adjusted 16% drop in funding since 2009, according to a July report from the American Statistical Association.

“We are at an inflection point,” the report said. “To meet current and future challenges requires thoughtful, well-planned investment … In contrast, what we have observed is uncoordinated and unplanned reductions with no visible plan for the future.