Trump Fired the Jobs-Data Chief Hours After a Weak Report, Accusing Her of Faking Numbers

The Accusation and the Order

At 8:30 a.m. on August 1, 2025, the Bureau of Labor Statistics reported 73,000 jobs added in July and cut its estimates for May and June by a combined 258,000.¹ At 2:09 p.m., less than six hours later, Donald Trump announced that he had ordered the Bureau's commissioner, Erika McEntarfer, fired, and accused her of faking jobs numbers to help Kamala Harris win the 2024 election.² He fired her that afternoon, a federal judge later recorded.³

That sequence is the charge. Trump used his removal power against the official responsible for publishing unwelcome economic news, while accusing her of deliberately falsifying election-year jobs numbers.² His own White House, defending the firing that evening, alleged incompetence and did not allege fraud.⁴ Friends of BLS, a group co-chaired by former commissioners appointed by Trump and by Obama, said the firing undermined the credibility of statistics that businesses, families, and policymakers use.⁵⁶⁷

The accusation came from Trump himself, under his name, alongside his own firing directive.²⁸⁹

Post announcing the firing of Erika McEntarfer²

I was just informed that our Country’s “Jobs Numbers” are being produced by a Biden Appointee, Dr. Erika McEntarfer, the Commissioner of Labor Statistics, who faked the Jobs Numbers before the Election to try and boost Kamala’s chances of Victory.

In the same post, Trump gave the order and promised a remedy.²

The firing directive and promised replacement²

I have directed my Team to fire this Biden Political Appointee, IMMEDIATELY. She will be replaced with someone much more competent and qualified. Important numbers like this must be fair and accurate, they can’t be manipulated for political purposes.

The official Trump called a "Biden Political Appointee" had spent more than twenty years in federal service, at the Census Bureau, Treasury, and the White House Council of Economic Advisers, before becoming commissioner in January 2024.¹⁰² The Senate confirmed her 86 to 8.¹¹ JD Vance voted yes, and all eight no votes came from Republicans.¹¹¹² Four former commissioners appointed by presidents of both parties, including Trump's appointee William Beach, had urged her confirmation.¹³⁶

Trump repeated the accusation for three more days.⁸¹⁴⁹ At 3:44 p.m. on August 1, he wrote that, in his opinion, the day's figures had been rigged to make Republicans and himself look bad.⁸ On August 3 he called the episode a scam and said McEntarfer had made the biggest miscalculations in over fifty years, a characterization the Bureau's revision history does not support.¹⁴¹⁵ On August 4 he again alleged fabricated political numbers.⁹

A Revision Is Not Evidence of Fraud

In the firing post, Trump called the 258,000-job revision "a major mistake."² The Bureau had flagged its size in the release itself.¹

The Employment Situation, July 2025: revisions¹

Revisions for May and June were larger than normal. The change in total nonfarm payroll employment for May was revised down by 125,000, from +144,000 to +19,000, and the change for June was revised down by 133,000, from +147,000 to +14,000. With these revisions, employment in May and June combined is 258,000 lower than previously reported.

BLS routinely revises the prior two months as more employers report and seasonal factors are recalculated.¹ Revisions go up as well as down: the previous release had raised May's estimate by 5,000, and the published history includes a downward revision of 492,000 for March 2020, larger than either monthly revision Trump attacked.¹⁶¹⁵¹

Trump's dates also conflict with the Bureau's.⁸¹⁷ He placed the 818,000 correction on November 15, 2024, after the election.⁸ BLS publicly announced that figure, a preliminary annual benchmark adjustment separate from the monthly revisions, on August 21, 2024, before the election and on its usual schedule.¹⁷¹

The White House Defended Competence, Not the Fraud Charge

At 5:57 p.m. on August 1, the White House published its written defense: McEntarfer's history of inaccuracies and incompetence had eroded public trust.⁴ It argued that BLS repeatedly issued overly optimistic estimates, pointed to large downward revisions, and cited technical errors and instances in which financial firms received sensitive data before the public.⁴ That is the administration's strongest factual defense: a president can replace an agency leader whose performance he distrusts.⁴¹⁸

The Labor Department inspector general's FY 2026 workplan listed two BLS reviews as in progress: one on protection of embargoed data, including alleged early releases in 2024, and another on challenges in collecting and reporting inflation and employment data, including monthly employment revisions.¹⁹ Neither workplan entry reported a finding of fabricated numbers.¹⁹

The White House statement did not accuse anyone of falsifying data, and it supplied no evidence for Trump's fraud charge.⁴ The inspector general's two semiannual reports covering April 2025 through March 2026 list no audit or investigation into manipulation of BLS data; they carry unresolved recommendations from a 2023 audit about data limitations and transparency.²⁰²¹

GAO's June 2026 review found that BLS met its own accuracy goals for key jobs estimates from fiscal 2020 through 2025, while temporarily lowering one goal during the pandemic.²² BLS also relaxed the household survey's precision requirement in April 2025 and its corresponding fiscal 2026 accuracy goal, allowing less precise unemployment estimates to meet the target.²² All fourteen stakeholders GAO interviewed agreed that the methods rested on accepted statistical practices; twelve accepted the report's overall accuracy and reliability.²² GAO said that this selected group's responses were not generalizable, and it explicitly excluded data integrity, including protection from manipulation, from its review.²²

The Bureau's former leaders answered the accusation by explaining how the numbers are produced.⁵

Statement signed by co-chairs William Beach, Erica Groshen, and Paul Schroeder⁵

The Commissioner does not determine what the numbers are but simply reports on what the data show.

Their statement said the process is decentralized by design to avoid openings for interference, and called Trump's accusation baseless.⁵ Its signers included William Beach, the former commissioner Trump appointed, and Erica Groshen, the former commissioner Obama appointed.⁵⁶⁷

A Year to Install a Confirmed Successor

Trump promised a replacement "much more competent and qualified."² Seating one took more than a year.²³ He nominated Erwin Antoni on September 3, 2025, and withdrew the nomination twenty-seven days later, on September 30.²⁴²⁵ William Wiatrowski ran BLS in an acting role, and Trump's next nominee, Brett Matsumoto, was still on the Senate's Executive Calendar on July 23, 2026.²⁶²⁷

The Senate confirmed Matsumoto on August 7, 2026; he became commissioner on August 11.²³²⁸ He had eleven years of federal service, including work at BLS and the White House Council of Economic Advisers.²⁸ Trump ultimately installed another career economist, after a year without a Senate-confirmed head.²⁸²⁶²⁷ The confirmation kept his promise of a replacement. The confirmation does not show that the firing made the jobs report more accurate.²³²⁸

Meanwhile, the attack on the Bureau's credibility continued inside the administration.²⁹ On September 9, 2025, thirty-nine days after the firing, Labor Secretary Lori Chavez-DeRemer responded to a preliminary annual benchmark revision of 911,000 jobs for the year through March 2025 by publicly questioning her own agency's data.²⁹

Statement on the BLS preliminary benchmark revision²⁹

Today’s massive downward revision gives the American people even more reason to doubt the integrity of data being published by BLS.

She also promised modernization, greater transparency, and more accurate and timely data.²⁹ GAO reported that BLS made technical improvements to its model of business openings and closures in February 2026; BLS officials expected these changes to improve monthly estimates and reduce annual benchmark revisions.²²

Economists Estimated Roughly $20 Billion in Lost Output

The harm extends beyond the official who lost her job.⁵³⁰ In an April 2026 NBER working paper, Nicholas Bloom, Erica Groshen, Duncan Hobbs, and Michael Strain estimated that the increase in policy uncertainty associated with McEntarfer's firing implied roughly $20 billion in reduced economic output.³⁰ Groshen is the former commissioner who co-signed the Friends of BLS statement.⁵

The authors measured the rise in a newspaper-based uncertainty index around the firing, adjusted for the jobs revisions and other news that day, and applied earlier research on uncertainty's economic effects.³⁰ Their preferred calculation yielded $19.30 billion in implied lost output and roughly 31,000 fewer payroll jobs.³⁰ These are modeled estimates from a working paper that had not been peer-reviewed, not losses separately counted in national output or payroll records.³⁰

The authors described a marginal erosion of trust: markets kept trading on BLS inflation and employment data, and businesses kept relying on it for investment, production, and expansion decisions.³⁰ They considered their estimate conservative for that reason, and because the calculation captured only part of the benefits those statistics provide.³⁰

The Administration Also Removed Technical Advice

The Bureau was already losing the cooperation its surveys depend on, and Trump's administration had removed a means of addressing the problem.²²³¹ GAO found that household-survey response rates fell from 87 to 69 percent between 2015 and 2025, while establishment-survey response rates fell from 62 to 42 percent.²² Those declines began before Trump's second term.²² The establishment survey also missed its usefulness goal for the number of monthly estimates released in fiscal 2022, 2024, and 2025.²²

In February 2025, GAO reported, the Labor and Commerce departments eliminated three advisory committees following Trump's executive order to reduce the federal bureaucracy, after determining that the committees had fulfilled their purpose.³¹³² Their work had included advice on modernizing the household survey, online responses, and the model used to account for business openings and closures.³¹

BLS officials acknowledged gaps in regular external feedback and difficulty obtaining some high-level technical advice.³¹ They told GAO they were not developing a replacement plan because resources were limited and they were prioritizing maintenance of data quality.³¹ GAO recommended a plan with implementation time frames; BLS generally agreed with its recommendations.³¹

The American Statistical Association's July 28, 2026 midyear assessment, amended September 10, reported that BLS headcount fell from 2,321 at the end of fiscal 2024 to 1,846 in its fiscal 2026 OPM series, a 20.5 percent decline.³³ As of July 1, twelve of BLS's thirty-six leadership positions were vacant, including the commissioner's office.³³ BLS had resumed hiring and posted dozens of positions during much of March through May, but the association said recruitment across the statistical system had barely begun to offset earlier losses.³³

The association also reported that BLS had announced a shift in the State Job Openings and Labor Turnover Survey from monthly to annual publication.³³

The Shutdown Interrupted the Data and Raised a Legal Dispute

Two months after the firing, the October 2025 funding lapse delayed the September jobs report from October 3 to November 20 and prevented collection of October household-survey data, which the Bureau said it did not collect retroactively, leaving no official unemployment rate for that month.³⁴³⁵

The Labor Department's September 26 shutdown plan told BLS to suspend operations and withhold scheduled releases, in language used since 2022; BLS had also suspended collection, analysis, and publication during the 2013 shutdown, and even Beach, who opposed the firing, attributed the closure to that plan.³⁶³⁷³⁸

On October 10 the department amended its plan to except the September Consumer Price Index, which BLS said was needed for Social Security's statutory benefit-payment deadlines.³⁹⁴⁰ Senator Elizabeth Warren argued that there was no operational reason not to release the September jobs report too, and that releasing no employment data in October would violate 29 U.S.C. §2, which requires monthly publication of employment statistics.⁴¹⁴² The plan does not resolve her statutory objection.³⁶⁴¹

The President Had the Power to Fire Her

This firing was lawful.¹⁸⁴³ The commissioner's statute, 29 U.S.C. §3, gives a four-year term with the qualification "unless sooner removed" and attaches no cause, notice, or reasons requirement.¹⁸ Earlier Supreme Court decisions held that a fixed term did not guarantee tenure and that specifying removal grounds did not necessarily exclude other grounds.⁴⁴⁴⁵

On June 29, 2026, the Supreme Court ruled for Trump in Trump v. Slaughter, holding the Federal Trade Commission's for-cause removal protection unconstitutional and overruling what remained of Humphrey's Executor.⁴³ That ruling, on FTC commissioners, reinforced the removal authority BLS's own statute already allowed.⁴³¹⁸ Nor does statistical autonomy guarantee tenure: BLS is inside the Labor Department, and OMB's Statistical Policy Directive No. 1 states a norm of separation between statistical work and a department's policymaking activities, without granting the commissioner removal protection.¹⁸⁴⁶

Impeachment asks a different question. Article II, Section 4 assigns Congress the power to remove a president through impeachment and conviction for high crimes and misdemeanors.⁴⁷ In Federalist No. 65, Hamilton described impeachable offenses as abuses or violations of public trust.⁴⁸ Authority to remove an officer does not answer whether this use of it abused public trust.⁴⁷⁴⁸

The Precedents Support Scrutiny, Not a Guaranteed Verdict

Andrew Johnson's 1868 impeachment charged his removal of the secretary of war in defiance of the Tenure of Office Act, and its Article X targeted his public utterances; after an initial defeat in Committee of the Whole, the House adopted that article by 87 to 43.⁴⁹ The Senate acquitted Johnson, one vote short of conviction on its first vote, and never voted on Article X; the Supreme Court later described the removal restriction he defied as invalid, in Myers v. United States, an opinion about a different statute.⁴⁹⁵⁰ Nixon's Article II, adopted by the House Judiciary Committee in 1974, charged misuse of presidential power that violated constitutional rights, impaired justice and lawful inquiries, or contravened laws governing executive agencies; it rested on violations of rights and laws beyond those alleged in this firing.⁵¹¹⁸

What the Johnson record shows is that the House concluded to impeach "for other than indictable offenses."⁴⁹ And Trump's accusations accompanied an actual removal.²³

The Charge Is Retaliation Against the Messenger

McEntarfer's firing was not the only damage Trump's administration did to the government's capacity to describe the country.³³ In March 2025, five months earlier, all but three of the roughly 100 employees of the National Center for Education Statistics were terminated, the American Statistical Association reported; its July 2026 assessment counted 25 of the center's studies and projects inactive, including work on school crime and safety and on teachers and principals.³³ The same assessment reported that staffing had recovered to 12 by July 1, 2026; 13 studies, projects, and tools remained active and nine remained active with reduced scope.³³

Hours after BLS published a weak jobs report, Trump ordered its commissioner fired and accused her of faking numbers to help Kamala Harris.¹² His White House defended incompetence and release failures, without substantiating fraud.⁴ The Bureau went more than a year without a Senate-confirmed head, and four economists estimated that the uncertainty associated with the firing implied roughly $20 billion in lost output.²³³⁰

That is retaliation against the messenger: Trump punished the leader who delivered unwelcome statistics while attacking the integrity of the system that produced them.²⁵ The abuse of public power lies in using a lawful firing authority to damage that public trust.²⁵¹⁸⁴⁸ That is why the conduct belongs before Congress under its impeachment power.⁴⁷⁴⁸