Claim #070 of 365
Misleading high confidence

The claim contains elements of truth but is presented in a way that creates a false impression.

employmentnative-bornCPS-methodologystatistical-artifactimmigrationlump-of-laborlabor-shortageszero-sum-fallacy

The Claim

Ensured 100% of net job growth went to native-born Americans by enforcing immigration laws.

The Claim, Unpacked

What is literally being asserted?

Two things: (1) that all net job growth in 2025 went to native-born Americans (with foreign-born workers losing jobs in net terms), and (2) that the administration caused this outcome by “enforcing immigration laws.” The implicit data source is the Bureau of Labor Statistics Current Population Survey (CPS), which does track employment by nativity in Table A-7.

What is being implied but not asserted?

That native-born Americans are better off because immigrants lost jobs. That the labor market is zero-sum — every job held by an immigrant is a job taken from a native-born worker. That immigration enforcement is an effective jobs program for American citizens. That the CPS employment-level data reliably measures what is being claimed.

What is conspicuously absent?

Any acknowledgment that the CPS methodology makes this claim a statistical artifact rather than a real labor market outcome. Any mention of the January 2025 population control adjustment that mechanically added 1.2 million to native-born employment counts. Any acknowledgment that the Census Bureau itself warns against using CPS data to measure foreign-born population changes. Any recognition that the confidence interval on the foreign-born employment estimate (+/-720,000) is larger than most of the claimed effect. Any mention that the more reliable metric — unemployment rates — shows native-born workers no better off (4.3%, unchanged from January 2025). Any acknowledgment that labor economists, including multiple Federal Reserve research teams, have found that reduced immigration shrinks total job creation rather than redirecting jobs to native-born workers. Any mention of acute labor shortages in agriculture, construction, and hospitality caused by immigration enforcement.

Evidence Assessment

Established Facts

The CPS employment-level data cited by the administration is mechanically distorted by population control adjustments and cannot support the claim. The CPS uses predetermined population estimates (population controls) set by the Census Bureau annually. In January 2025, this adjustment added 3.5 million people to total population estimates and 1.2 million to native-born employment counts — accounting for more than half of the year-over-year native-born employment gain the administration cites. Critically, nativity (native-born vs. foreign-born) is not a population control variable. When foreign-born survey participation declines, the weighting system automatically inflates native-born counts to match predetermined totals. The Census Bureau “routinely cautions against using” CPS to estimate foreign-born population size. The BLS itself discourages year-over-year comparisons of employment levels by nativity. Jed Kolko of the Peterson Institute for International Economics found that the apparent native-born employment boom is concentrated in Hispanic/Latino and Asian-American demographic groups with high immigrant shares — statistical weights for native-born respondents in these groups rose 7.5% from January through July 2025 — confirming the mechanical reweighting artifact. 1

Unemployment rates — a more reliable metric that does not depend on population controls — show no improvement for native-born workers. Native-born unemployment was 4.3% in November 2025, unchanged from January 2025. Foreign-born unemployment was 4.4% in November, actually down from 4.6% in January. FactCheck.org, citing BLS data and multiple economists including David Bier of the Cato Institute, concluded that unemployment rates are the appropriate metric because they depend on survey samples, not predetermined population estimates. The administration’s preferred metric (employment levels) shows a 2.7 million native-born gain, but the CES establishment survey — which counts actual payroll jobs — shows only 499,000 total net new jobs. The gap between the two surveys (+1.73 million implied by CPS vs. +499,000 by CES) is itself evidence of the measurement problem. 2

Strong Inferences

The National Academies of Sciences (2016) found that immigration’s long-run impact on overall native-born employment levels is negligible, and that immigrants largely complement rather than substitute for native-born workers. The most comprehensive review of immigration economics — a 508-page consensus report by the National Academies — found “little evidence that immigration significantly affects the overall employment levels of native-born workers.” Negative wage impacts are concentrated among prior immigrants and native-born workers without high school diplomas. Over periods of 10+ years, the impact on native-born wages overall is “very small.” The complement effect — where immigrant labor reduces production costs, increases output, and creates demand for higher-skilled native-born workers — is a well-documented mechanism that contradicts the zero-sum framing of the White House claim. 3

The claim rests on a “lump of labor” fallacy — the economic misconception that there is a fixed number of jobs in the economy. The framing that “100% of net job growth went to native-born Americans” by removing immigrant workers assumes a fixed pool of jobs that can be redistributed. The St. Louis Federal Reserve, in its educational materials, identifies this as a well-known fallacy: “there is a fixed amount of work… to be done within an economy which can be distributed to create more or fewer jobs.” Multiple Federal Reserve research teams have produced evidence directly contradicting this assumption in the 2025 context. The San Francisco Fed found that reduced immigration produced a 0.8 percentage point reduction in prime-age labor force growth in 2025, with approximately 68,000 fewer monthly worker gains than projected. The Minneapolis Fed found that sectors with heavy unauthorized worker presence showed smaller employment declines than sectors with fewer immigrant workers — the opposite of what the zero-sum model predicts. 4

Immigration enforcement has caused documented labor shortages in agriculture, construction, and hospitality — sectors that did not see native-born workers filling the gaps. The Associated General Contractors of America surveyed construction firms in August 2025 and found 92% reported difficulty hiring, 45% experienced project delays due to labor shortages, and 28% were directly or indirectly affected by immigration enforcement. Agricultural employment dropped by 155,000 workers from March to July 2025 compared to a 2.2% increase in the same period in 2024. Hospitality labor force growth fell from 1.5% in June 2024 to 0.2% in June 2025. The Minneapolis Fed found that low-wage workers — who should theoretically benefit most from reduced immigrant competition — experienced real wage declines 2.5 times larger than high-wage workers, indicating demand-side weakness rather than a transfer of jobs from immigrants to native-born workers. 5

The claim is structurally connected to the flawed self-deportation statistics analyzed in Items #2 and #5. The CPS data anomaly that produces the “100% native-born job growth” claim is the employment-side reflection of the same CPS anomaly that produces the “2 million self-deportation” claim. Both derive from declining foreign-born survey participation being misinterpreted as actual population and employment changes. The St. Louis Fed’s December 2025 analysis explicitly linked these: non-naturalized immigrants’ survey participation dropped 16.6% vs. 6.2% for native-born, and the weighting system forced compensatory increases in native-born counts. The same methodological flaw that inflates the self-deportation figure also inflates the native-born employment figure. 6

The causal claim — that immigration enforcement “ensured” this outcome — is contradicted by the Minneapolis Fed’s sectoral analysis. If enforcement were redirecting jobs from immigrants to native-born workers, one would expect the largest native-born employment gains in sectors that previously relied most heavily on immigrant labor. The Minneapolis Fed found the opposite: sectors employing 78% of unauthorized workers accounted for only 36% of total employment changes. Workers in immigrant-heavy sectors increasingly left the labor force entirely rather than being replaced by native-born workers. This pattern is consistent with demand destruction (fewer workers means less economic activity means fewer total jobs) rather than job redistribution. 7

What the Evidence Shows

The White House claim that “100% of net job growth went to native-born Americans” is built on a specific reading of CPS Table A-7 data. That data does show native-born employment levels up 2.7 million and foreign-born employment down 972,000 between January and November 2025. To that extent, the numbers the administration cites are real numbers from a real government survey.

But the claim fails on three levels. First, the numbers themselves are a statistical artifact. The January 2025 population adjustment accounts for more than half the native-born gain. Declining foreign-born survey participation — driven by immigrants becoming “wary of participating in government data collection” in the enforcement environment, as the St. Louis Fed documented — mechanically inflates native-born employment counts. The Census Bureau, the BLS, and the Peterson Institute have all explicitly warned against the exact use the administration is making of this data. The more reliable metric — unemployment rates — shows native-born workers no better off at the end of 2025 than at the beginning.

Second, the causal claim is wrong. Even where foreign-born employment genuinely declined, the jobs did not transfer to native-born workers. The Minneapolis Fed’s sectoral analysis shows the opposite pattern: immigration-heavy sectors contracted, and low-wage native-born workers — the supposed beneficiaries — experienced larger wage declines than high-wage workers. The San Francisco Fed found that reduced immigration cut labor force growth by 0.8 percentage points, reducing total economic output. The economy is not a fixed pie. Removing workers from it shrinks the pie rather than redistributing slices.

Third, the framing conceals real economic damage. Construction firms report 92% difficulty hiring. Agriculture lost 155,000 workers. Hospitality growth collapsed from 1.5% to 0.2%. These labor shortages did not produce native-born job gains in these sectors — they produced project delays, reduced output, and economic contraction. The National Academies consensus, based on decades of research, confirms that immigrants overwhelmingly complement native-born workers rather than competing with them.

The Bottom Line

The underlying data exists but is being fundamentally misrepresented. The administration is citing CPS employment levels that the Census Bureau itself warns cannot be used for this purpose, ignoring a January 2025 population adjustment that accounts for most of the apparent native-born gain, and presenting a statistical artifact created by declining immigrant survey participation as a policy achievement. The more reliable unemployment rate data shows native-born workers were no better off at the end of 2025 than at the beginning. Meanwhile, three separate Federal Reserve research teams have documented that reduced immigration is shrinking the labor force, reducing total job creation, and causing acute shortages in construction, agriculture, and hospitality — without producing the promised benefits for native-born workers. The claim takes a measurement error, repackages it as a policy outcome, and ignores the actual economic consequences of the policies that supposedly produced it.

Cross-References

  • Item #2: “2.6 million removals” — the same CPS methodology flaw that inflates the self-deportation count also inflates native-born employment figures; both stem from declining immigrant survey participation
  • Item #5: “Two million self-deportations” — the employment-side and population-side of the same statistical artifact; the St. Louis Fed analysis explicitly links both phenomena
  • Item #69: “654,000 new jobs” — potential overlap in job-counting methodology; if the administration claims 654,000 new jobs and also claims 100% went to native-born workers, these should be cross-checked against CES data showing only 499,000 total net new jobs

Sources

Bureau of Labor Statistics. “Table A-7: Employment Status of the Civilian Population by Nativity and Sex, Not Seasonally Adjusted.” February 2026. https://www.bls.gov/news.release/empsit.t07.htm

FactCheck.org. “Trump’s Native-Born Job-Creation Claim Based on Questionable Figures.” December 2025. https://www.factcheck.org/2025/12/trumps-native-born-job-creation-claim-based-on-questionable-figures/

Kolko, Jed. “No, Native-Born Employment Has Not Soared.” Peterson Institute for International Economics / Substack. August 2025. https://jedkolko.substack.com/p/no-native-born-employment-has-not

Federal Reserve Bank of St. Louis. “What Is Affecting the CPS Data on Shifts in Immigrant and Native-Born Populations?” December 2025. https://www.stlouisfed.org/on-the-economy/2025/dec/what-is-affecting-cps-data-shifts-immigration-native-born-populations

Federal Reserve Bank of San Francisco. “Immigration and Changes in Labor Force Demographics.” November 2025. https://www.frbsf.org/research-and-insights/publications/economic-letter/2025/11/immigration-and-changes-in-labor-force-demographics/

Federal Reserve Bank of Minneapolis. “Immigration Can’t Explain Declining Employment Growth.” December 2025. https://www.minneapolisfed.org/article/2025/immigration-cant-explain-declining-employment-growth

National Academies of Sciences, Engineering, and Medicine. “The Economic and Fiscal Consequences of Immigration.” National Academies Press, 2016. https://nap.nationalacademies.org/resource/23550/RiB-fiscal-immigration.pdf

Associated General Contractors of America. “Construction Workforce Shortages Are Leading Cause Of Project Delays As Immigration Enforcement Affects Nearly 1/3 Of Firms.” August 28, 2025. https://www.agc.org/news/2025/08/28/construction-workforce-shortages-are-leading-cause-project-delays-immigration-enforcement-affects

White House. “Private Sector Job Growth Fuels President Trump’s Economy.” December 16, 2025. https://www.whitehouse.gov/articles/2025/12/private-sector-job-growth-fuels-president-trumps-economy/

Economist Writing Every Day. “Job Market Data is Back! Did All Job Growth Go to Native-Born Americans in the Private Sector?” December 17, 2025. https://economistwritingeveryday.com/2025/12/17/job-market-data-is-back-did-all-job-growth-go-to-native-born-americans-in-the-private-sector/

Footnotes

  1. BLS Table A-7; Kolko (PIIE); St. Louis Fed CPS analysis; FactCheck.org

  2. BLS Table A-7; BLS Employment Situation Summary; FactCheck.org; Cato Institute

  3. National Academies of Sciences (2016)

  4. St. Louis Fed; San Francisco Fed; Minneapolis Fed

  5. AGC survey; Minneapolis Fed; American Immigration Council; BLS sector data

  6. St. Louis Fed; Item #2 analysis; Item #5 analysis

  7. Minneapolis Fed sectoral analysis