Hughes County, Oklahoma
Above the national median for unemployment (average of monthly rates) — and 11.6× the rate of the healthiest U.S. county (Loving County, TX — 1%).
Main Findings
Hughes County, Oklahoma is more distressed than 88% of U.S. counties on the County Distress Index. The driver: 6% of the labor force was unemployed on average from September 2025 to August 2026 — above the national median of 4%. Its highest-scoring domain is Labor and its lowest is Debt Burden (housing basis).
- 11th of 77 counties in Oklahoma on the County Distress Index — 88 · very high county distress, more distressed than 88% of U.S. counties.
- 6% of the labor force was unemployed on average from September 2025 to August 2026 (U.S. median 4%). Unemployment (average of monthly rates) at the 94th percentile nationally. Source: U.S. Bureau of Labor Statistics, LAUS (monthly rates averaged, September 2025 to August 2026; no figures published for October 2025).
- Poverty rate at 22% — national median 13%, ranked at the 93rd percentile. Source: U.S. Census Bureau, SAIPE (2024).
- Subprime credit share at 37% — national median 23%, ranked at the 91st percentile. Source: Equifax data retrieved via FRED (2025).
- Debt in collections at 30% — national median 23%, ranked at the 73rd percentile. Source: Urban Institute Debt in America (2025).
Neighbors span four CDI score labels. The 47-point drop to Pontotoc County marks where the Oklahoma distress corridor ends.
Hughes County has a very high county distress score. The domain table shows which local pressure carries the composite.
The CDI gives this county a very high county distress label. The five-domain profile shows which local pressures carry the score. Its highest-scoring domain is Labor.
Reporter's Notes
Two data points in the indicator table worth a follow-up call.
According to U.S. Census Bureau, SAIPE (2024), 28% of children under 18 in Hughes County live below the federal poverty line, versus 17% nationally. When a county's adult poverty rate is accompanied by a materially higher child poverty rate, the gap typically reflects single-parent household concentration or limited access to workforce-participation supports (childcare, transportation). Worth a call to the local school district's free-and-reduced-lunch coordinator or a regional United Way affiliate.
Indicator History
Period-correct raw indicators from the county-history panel. The CDI composite is excluded because it is a current cross-sectional score.
Unemployment rate
Poverty rate
Transfer income share
Subprime credit population
The Indicators Behind Hughes County's CDI Score
Every number traces to a public source. Hughes County's value shown alongside OK's median and the U.S. median. Full CSV available for download.
| Indicator | Hughes | OK median | U.S. median | Pctile | Source |
|---|---|---|---|---|---|
| Delinquency — domain score 76 · Rank 651 of 3,144 | |||||
| Auto loan delinquency Share of auto loan accounts 60+ days past due | 8% | 7% | 5% | 82nd | Urban Institute Debt in America (2025) |
| Credit card delinquency Share of credit card accounts 60+ days past due | 6% | 6% | 5% | 56th | Urban Institute Debt in America (2025) |
| Subprime credit share Share of residents with a credit score below 660 | 37% | 30% | 23% | 91st | Equifax data retrieved via FRED (2025) |
| Default & Legal — domain score 70 · Rank 734 of 3,144 | |||||
| Debt in collections Share of residents with a credit file who have debt in collections | 30% | 31% | 23% | 73rd | Urban Institute Debt in America (2025) |
| Bankruptcy filing rate Personal bankruptcy filings per 100,000 residents | 171 | 147 | 126 | 67th | Administrative Office of the U.S. Courts, F-5A (2025) |
| Debt Burden (housing basis) — domain score 41 · Rank 1,957 of 3,144 | |||||
| Rent-to-income ratio Fair Market Rent (2BR) as share of median household income | 21% | 20% | 21% | 55th | U.S. Department of Housing and Urban Development Fair Market Rents (FY2027); U.S. Census Bureau, SAIPE (2024) |
| Severe rent burden (50%+) Share of renter households paying 50%+ of income on rent | 14% | 16% | 18% | 28th | U.S. Census Bureau, ACS 5-year (2024) |
| Labor — domain score 92 · Rank 97 of 3,144 | |||||
| Adults 25-54 not working Share of adults aged 25 to 54 without a job, leaving out residents of prisons and other institutions (service members count as working) | 31% | 26% | 21% | 91st | U.S. Census Bureau, ACS 5-year (2024) |
| Unemployment (average of monthly rates) Share of labor force unemployed, averaged over the monthly rates published for September 2025 to August 2026 (no figures published for October 2025) | 6% | 4% | 4% | 94th | U.S. Bureau of Labor Statistics, LAUS (monthly rates averaged, September 2025 to August 2026; no figures published for October 2025) |
| Safety Net & Buffer — domain score 88 · Rank 88 of 3,144 | |||||
| Child poverty rate Share of children under 18 below the federal poverty line | 28% | 22% | 17% | 87th | U.S. Census Bureau, SAIPE (2024) |
| Disability rate Share of residents reporting a disability | 21% | 20% | 16% | 85th | U.S. Census Bureau, ACS 5-year (2024) |
| Poverty rate Share of population below the federal poverty line | 22% | 17% | 13% | 93rd | U.S. Census Bureau, SAIPE (2024) |
| Uninsured rate Share of residents without health insurance coverage | 14% | 13% | 8% | 87th | U.S. Census Bureau, ACS 5-year (2024) |
Five-Domain Breakdown
The CDI is an equal-weight composite of five family-v1 distress domains. Each domain contributes 20% of the county score.
Methodology
The County Distress Index scores household financial distress from 0 to 100 for all 3,144 U.S. counties. A county's score is the share of U.S. counties it is more distressed than. The index is built from five equal-weighted domains: Delinquency, Default & Legal, Debt Burden, Labor, and Safety Net & Buffer. Each domain is the mean of distress-oriented indicator percentiles; the five domains are averaged, and that average is ranked against every other county to give the score.
Data sources include the Urban Institute Debt in America (Equifax consumer credit panel), Equifax data retrieved via FRED (subprime credit share), U.S. Census Bureau (American Community Survey 5-year, Small Area Income and Poverty Estimates), U.S. Bureau of Labor Statistics (Local Area Unemployment Statistics), Administrative Office of the U.S. Courts (F-5A bankruptcy filings), and U.S. Department of Housing and Urban Development Fair Market Rents. Data vintages range from 2024 to 2027 depending on source; full indicator-level vintage detail is in the methodology document.
For Press & Research
Everything you need to cite Hughes County data.
Draft wire copy 133-word AP-style article — use freely with attribution
HOLDENVILLE, Okla. — Hughes County is more distressed than 88% of U.S. counties, according to the County Distress Index released this month by American Default Research.
Hughes scores 88 out of 100, which means it is more distressed than 88% of U.S. counties; its score label is very high county distress. Within Oklahoma, Hughes ranks 11th of 77 counties.
The index, which draws on 14 source indicators from the U.S. Census Bureau, Bureau of Labor Statistics, Urban Institute and federal court filings, identifies labor as the primary driver in Hughes. 6% of the labor force was unemployed on average from September 2025 to August 2026 — above the national median of 4%.
American Default Research founder Ross Kilburn is available for interview at press@americandefault.org.
Full methodology and county-by-county data are available at americandefault.org/methodology/cdi.
Frequently Asked Questions
What is Hughes County's CDI score, and what does it mean?
What drives Hughes County's distress score?
How does Hughes County compare to its neighbors?
How is the County Distress Index calculated?
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