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ICE Enforcement Surge Has Cut Local Employment for Both Immigrants and U.S.-Born Workers — Not Raised Wages

National causal estimate from NBER w35129 (Cox & East, revised June 2026), cross-checked against BLS QCEW county wage/employment data through 2025

ICE Enforcement Surge and Local Labor Markets: Wages Flat, Employment … NBER w35129 (Cox & East, 2026) national causal estimate, plus BLS QCEW 2024→2025 employment/wage checks in 4 large enforcement-active metros Likely undocumented employment rate, ICE-surge areas -1.3 pp -1.4% NBER w35129 diff-in-diff, national, Jan-Oct 2025 U.S.-born wages in surge areas ~0 / negative null to slightly negative No wage increase found for US-born workers filling gaps County employment change, 2024→2025 (QCEW) -10 -5 0 5 10 Metro % change Los Angeles Co. Cook Co. (Chicago) Mecklenburg Co. (Charlotte) Harris Co. (Houston) Agriculture Construction Food services Own-code=private; annual avg employment level, econ.county_qcew County avg weekly wage change, 2024→2025 (QCEW) -2 0 2 4 6 8 10 Metro % change Los Angeles Co. Cook Co. (Chicago) Mecklenburg Co. (Charlotte) Harris Co. (Houston) Agriculture Construction Food services CPI-U rose ~2.6% over the same period (econ.inflation_metrics) — most of these gains are modest in real terms, not a hiring-shortage wage… AskAmerica · askamerica.ai
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Summary

Yes, but not the shift the deportation-frees-up-jobs theory predicts. The first national, quasi-experimental study of the 2025 ICE surge (NBER Working Paper 35129, Cox & East, revised June 2026) compares 58 metro areas that saw a sudden spike in ICE arrests against otherwise-similar areas that did not, using monthly Current Population Survey data January–October 2025. In surge areas: employment among likely-undocumented immigrants who remained fell 1.3 percentage points (-1.4%) overall and 1.8 points (-2%) in high-immigrant-share sectors (agriculture, construction, manufacturing, wholesale, leisure/hospitality) — a “chilling effect” on people who were never arrested. Employment of U.S.-born men with a high-school degree or less also fell, by about 1.3 points nationally and roughly 3% in construction specifically — twice the average effect. Critically, the study finds no evidence that wages rose for U.S.-born workers to attract them into jobs vacated by immigrants; if anything the point estimate on weekly earnings is slightly negative. There is essentially no job-openings surge and no wage premium — the labor market in affected industries is shrinking, not reallocating.

The primary evidence: NBER Working Paper 35129

Economists Elizabeth Cox and Chloe East (University of Colorado Boulder) built the first national causal estimate by comparing regions with a sudden, large increase in monthly ICE arrests (Jan–Oct 2025) against control regions with no such spike, using a staggered difference-in-differences design on CPS microdata (~59,000 households/month) plus geocoded ICE arrest counts. Key figures, read directly from the paper's Results and Magnitudes sections:

The paper explicitly notes it captures local, cross-area effects and does not extrapolate to a national aggregate, and that it cannot fully distinguish workers voluntarily staying home from employers cutting production — both plausibly operate together.

Cross-check: BLS QCEW wages and employment in four large enforcement-active counties

Because NBER w35129's CPS-based estimates end in October 2025 and use metro-area anonymized regions rather than named counties, we independently pulled BLS Quarterly Census of Employment and Wages (QCEW) county-level annual data (askamerica econ.county_qcew, private ownership) for four counties that saw well-documented, high-profile 2025 ICE operations — Los Angeles County CA, Cook County IL (Chicago), Mecklenburg County NC (Charlotte), and Harris County TX (Houston) — in the three industries the NBER paper flags as most exposed: agriculture (NAICS 11), construction (NAICS 23), and food services (NAICS 722).

This is a simple year-over-year comparison, not a causal design — it has no control group and is confounded by each metro's broader 2025 economic conditions (including 2025 tariff effects, which the NBER paper controls for and we cannot here). Read as description, not attribution:

Job-openings data at the state-by-industry grain (BLS JOLTS) does not yet cover 2025 in this corpus (econ.jolts_state and econ.jolts_industry are complete only through 2024), so we could not independently verify a job-openings shift; this is a genuine data-vintage gap, not a finding of “no change.”

Corroborating context

Independent reporting and a regional case study point the same direction:

Bottom line and caveats

Measurable shift: yes, but it is a contraction, not a reallocation. Areas with concentrated 2025-26 ICE enforcement activity show a real, statistically significant drop in employment among both immigrant workers who remained and U.S.-born men in the same high-exposure industries (construction most of all), with no offsetting wage increase for U.S.-born workers and, if anything, a slight negative pull on earnings. The “deportations free up jobs for Americans at better pay” hypothesis is not supported by the best available national causal estimate.

Caveats: (1) NBER w35129 is a working paper, not yet peer-reviewed. (2) Its window ends October 2025; enforcement intensity and adaptation could look different a year later. (3) Our own QCEW county comparison is illustrative and non-causal, included to extend the paper's window into 2025 annual data and check directional consistency, not as independent proof. (4) National job-openings-by-industry data for 2025 was not available in this corpus at query time.

What This Report Does Not Answer

Every query behind this report

2 warehouse calls ran in this session, in order. Each is reproducible against the same snapshot.

query — 2528 ms
SELECT area_fips, industry_code, "year", annual_avg_emplvl, annual_avg_wkly_wage, disclosure_code
FROM econ.county_qcew
WHERE area_fips IN ('06037','17031','37119','48201') AND own_code='5'
AND industry_code IN ('10','11','23','722') AND agglvl_code = '78'
AND "year" IN ('2023','2024','2025')
ORDER BY area_fips, industry_code, "year"
query — 48 rows — 2919 ms
SELECT area_fips, industry_code, agglvl_code, "year", annual_avg_emplvl, annual_avg_wkly_wage, disclosure_code
FROM econ.county_qcew
WHERE area_fips IN ('06037','17031','37119','48201') AND own_code='5'
AND industry_code IN ('10','11','23','722')
AND "year" IN ('2023','2024','2025')
ORDER BY area_fips, industry_code, "year"
LIMIT 100

Sources

  1. Cox, Elizabeth and East, Chloe N. "Labor Market Impacts of ICE Activity in Trump 2.0." NBER Working Paper 35129, April 2026 (revised June 2026)
  2. CU Boulder Today: "Heightened ICE enforcement harms US-born workers, shrinks workforce"
  3. Axios: "ICE immigration crackdown hurts some US-born workers: study"
  4. Quantifying the Economic Impact of 2025 ICE Raids on California's Agricultural Industry: A Case Study of Oxnard
  5. askamerica: county-level QCEW employment and average weekly wage, agriculture/construction/food-services, LA/Cook/Mecklenburg/Harris counties, 2023-2025
    Show SQL
    SELECT area_fips, industry_code, "year", annual_avg_emplvl, annual_avg_wkly_wage FROM econ.county_qcew WHERE area_fips IN ('06037','17031','37119','48201') AND own_code='5' AND industry_code IN ('10','11','23','722') AND "year" IN ('2023','2024','2025') ORDER BY area_fips, industry_code, "year"
  6. CPI-U deflator 2024→2025 (BLS CUUR0000SA0)
    Show tool call
    adjust_inflation(amount=1, base_year=2025, from_year=2024)