Jobs data firestorm: Trump blasts ‘rigged' numbers after poor hiring revisions

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President Trump fired the BLS commissioner after accusing the agency of rigging job numbers. The firing follows sharp downward revisions to job data for May and June, raising concerns about political interference and economic data reliability read more
The monthly jobs report is already highly watched on Wall Street and in Washington, but it has taken on additional importance since President Donald Trump sacked the officer in charge of it on Friday.
Trump said that June's job data were 'RIGGED' to make him and other Republicans 'look bad,' but he offered no evidence. Erika McEntarfer, the Bureau of Labor Statistics (BLS) commissioner nominated by former President Joe Biden, was fired following Friday's employment report, which revealed that hiring was poor in July and had practically came to a halt in May and June, just after Trump imposed massive tariffs.
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Economists and Wall Street investors have traditionally regarded job data as credible, with share prices and bond yields frequently responding dramatically when they are announced. However, Friday's revisions were extraordinarily large, the greatest outside of a recession in five decades. In addition, the surveys utilised to generate the report face issues due to diminishing response rates.
Despite this, most economists do not 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,' Omair Sharif, founder and chief economist at Inflation Insights, a consulting firm, said.
Heather Boushey, a top economic advisor in the Biden White House, noted that without Trump's firing of McEntarfer, there would be more focus on last week's data, which points to a slowing economy.
'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 labour 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.
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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.
Securing the data
Rigging the numbers would be difficult. Hundreds of economists and statisticians are involved in compiling the monthly jobs report, and they follow 'transparent, well-established methodologies,'' Heidi Shierholz, the Labor Department's chief economist in the Obama administration, wrote in a commentary Friday.
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'It is very, very difficult to tamper or to interfere with these numbers,'' Elaine Chao, Labor secretary in the George W. Bush administration, told CNBC Monday.
In the week before the numbers are released, she said, 'the process is very much locked down'' with about 40 people involved in the final preparations. 'If anything were to be awry, I think one of these 40 people in the final analysis would have spoken up,'' Chao said.
The BLS commissioner only sees the numbers after they are final — usually the Tuesday before the report comes out on Friday. The White House Council of Economic Advisors gets a look and a briefing from the commissioner or BLS staff on Thursday, Groshen said.
These are the figures Trump is 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.
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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 US businesses and aren't derived from a survey but are not available in real time.
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Betsey Stevenson, a University of Michigan professor and former chief economist at the Labor Department, stressed that the government also needs to be able to release the data in a timely manner, so that companies have a sense on a monthly basis about how the economy is faring. The revisions help to ensure the timely release while improving accuracy over time, she said, adding that lawmakers need to make investments to modernize data collection.
'The trade offs between cost, speed, and accuracy are decisions made by Congress,' she said. 'The president seems frustrated by his own party's policy choices around national statistics.'
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).
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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.
Revisions seem to be getting bigger
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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 advisor, 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 Ernie Tedeschi, an economic advisor to the Biden administration, 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.
US 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.