#48 Oklahoma · 2026

Coal County, Oklahoma

65 · moderate-high county distress more distressed than 65% of U.S. counties · 48th of 77 counties in Oklahoma · 5,266 residents How this is calculated →
The headline number
22% Coal residents
vs.
8% U.S. median

3× the national median for uninsured rate.

U.S. Census Bureau, ACS 5-year (2024)

Main Findings

Wire lede · 46 words · paste-ready

Coal County, Oklahoma is more distressed than 65% of U.S. counties on the County Distress Index. The driver: 22% of residents lack health insurance — more than double the national median of 8%. Its highest-scoring domain is Safety Net & Buffer and its lowest is Delinquency.

Key Findings
  • 48th of 77 counties in Oklahoma on the County Distress Index — 65 · moderate-high county distress, more distressed than 65% of U.S. counties.
  • 22% of residents lack health insurance (U.S. median 8%). Uninsured rate at the 95th percentile nationally. Source: U.S. Census Bureau, ACS 5-year (2024).
  • Adults 25-54 not working at 28% — national median 21%, ranked at the 86th percentile. Source: U.S. Census Bureau, ACS 5-year (2024).
  • Rent-to-income ratio at 22% — national median 21%, ranked at the 60th percentile. Source: U.S. Department of Housing and Urban Development Fair Market Rents (FY2027); U.S. Census Bureau, SAIPE (2024).
  • Debt in collections at 24% — national median 23%, ranked at the 54th percentile. Source: Urban Institute Debt in America (2025).
Distinctive Signals
Boundary Signal

Neighbors span three CDI score labels. The 38-point drop to Pontotoc County marks where the Oklahoma distress corridor ends.

County Distress Index cluster map. Coal County, Oklahoma and its neighbors colored by county distress score label.
Coal and its 5 geographic neighbors, graded by County Distress Index score. Coal County is more distressed than 65% of U.S. counties. American Default Research
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Coal County has a moderate-high county distress score. The domain mix shows whether pressure is concentrated or spread across the profile.

— American Default Research
Index note — for feature use 34 words

The CDI gives this county a moderate-high county distress label. The domain table shows whether the score comes from debt, labor, safety-net pressure, or a mix. Its highest-scoring domain is Safety Net & Buffer.

— American Default Research

Indicator History

Period-correct raw indicators from the county-history panel. The CDI composite is excluded because it is a current cross-sectional score.

Updated Sep 22, 2026
U.S. Bureau of Labor Statistics 1990 to 2025

Unemployment rate

4.3% -7.4 percentage points since 1990
Census 1989 to 2024

Poverty rate

18.6% -8.5 percentage points since 1989
U.S. Bureau of Economic Analysis 1969 to 2024

Transfer income share

33.6% +9.5 percentage points since 1969
Equifax data retrieved via FRED 2014 Q2 to 2025 Q4

Subprime credit population

33.8% +3.77 percentage points since 2014 Q2

The Indicators Behind Coal County's CDI Score

Every number traces to a public source. Coal County's value shown alongside OK's median and the U.S. median. Full CSV available for download.

How to read the table. A domain score is a 0–100 composite of the indicators in that domain; higher values represent a higher mean of distress-oriented indicator percentiles. A county's domain rank is computed separately against all counties. Percentile is Coal County's national rank among all 3,144 U.S. counties for that indicator, always oriented so higher = more distressed.
Indicator Coal OK median U.S. median Pctile Source
Delinquency — domain score 38 · Rank 1,985 of 3,144
Auto loan delinquency Share of auto loan accounts 60+ days past due 3% 7% 5% 22nd Urban Institute Debt in America (2025)
Credit card delinquency Share of credit card accounts 60+ days past due 2% 6% 5% 6th Urban Institute Debt in America (2025)
Subprime credit share Share of residents with a credit score below 660 34% 30% 23% 85th Equifax data retrieved via FRED (2025)
Default & Legal — domain score 39 · Rank 2,057 of 3,144
Debt in collections Share of residents with a credit file who have debt in collections 24% 31% 23% 54th Urban Institute Debt in America (2025)
Bankruptcy filing rate Personal bankruptcy filings per 100,000 residents 76 147 126 23rd Administrative Office of the U.S. Courts, F-5A (2025)
Debt Burden (housing basis) — domain score 47 · Rank 1,684 of 3,144
Rent-to-income ratio Fair Market Rent (2BR) as share of median household income 22% 20% 21% 60th 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 15% 16% 18% 34th U.S. Census Bureau, ACS 5-year (2024)
Labor — domain score 84 · Rank 315 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) 28% 26% 21% 86th 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) 5% 4% 4% 82nd 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 105 of 3,144
Child poverty rate Share of children under 18 below the federal poverty line 24% 22% 17% 81st U.S. Census Bureau, SAIPE (2024)
Disability rate Share of residents reporting a disability 23% 20% 16% 91st U.S. Census Bureau, ACS 5-year (2024)
Poverty rate Share of population below the federal poverty line 19% 17% 13% 82nd U.S. Census Bureau, SAIPE (2024)
Uninsured rate Share of residents without health insurance coverage 22% 13% 8% 95th U.S. Census Bureau, ACS 5-year (2024)
Compiled September 30, 2026 from Urban Institute Debt in America (2025 panel), U.S. Census Bureau (ACS 5-yr 2024, SAIPE 2024, Business Formation Statistics 2025), U.S. Bureau of Labor Statistics (LAUS August 2026, QCEW 2025), Administrative Office of the U.S. Courts (F-5A bankruptcy filings 2025), and HUD Fair Market Rents (FY2027).

Five-Domain Breakdown

The CDI is an equal-weight composite of five family-v1 distress domains. Each domain contributes 20% of the county score.

Safety Net & Buffer Primary driver 88
Weight 20% · Rank 105 of 3,144
Labor 84
Weight 20% · Rank 315 of 3,144
Debt Burden (housing basis) 47
Weight 20% · Rank 1,684 of 3,144
Default & Legal 39
Weight 20% · Rank 2,057 of 3,144
Delinquency 38
Weight 20% · Rank 1,985 of 3,144

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 Coal County data.

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Press contact: Ross Kilburn · press@americandefault.org · (307) 264-2992 · media inquiries welcome
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COALGATE, Okla. — Coal County is more distressed than 65% of U.S. counties, according to the County Distress Index released this month by American Default Research.

Coal scores 65 out of 100, which means it is more distressed than 65% of U.S. counties; its score label is moderate-high county distress. Within Oklahoma, Coal ranks 48th 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 safety net & buffer as the primary driver in Coal. 22% of residents lack health insurance — more than double the national median of 8%.

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.

— 30 —

Frequently Asked Questions

What is Coal County's CDI score, and what does it mean?

Coal County scores 65 out of 100 on the County Distress Index, which means it is more distressed than 65% of U.S. counties. Its score label is moderate-high county distress. It ranks 48th of 77 Oklahoma counties. Higher county scores indicate more distress.

What drives Coal County's distress score?

The highest-scoring domain is Safety Net & Buffer, at a domain score of 88. Uninsured rate ranks at the 95th percentile nationally.

How does Coal County compare to its neighbors?

Coal County's neighbors span three CDI score labels. Highest-distress neighbor: Hughes County (88.00, very high county distress). Lowest: Pontotoc County (50.00, moderate county distress).

How is the County Distress Index calculated?

The CDI averages 14 source indicators across five equal-weighted domains: Delinquency, Default & Legal, Debt Burden, Labor, and Safety Net & Buffer, then ranks that average against every other county, so the score is the share of U.S. counties a county is more distressed than. Data comes from Urban Institute, Census Bureau, BLS, U.S. Courts, U.S. Department of Housing and Urban Development, and related public sources. Full methodology →
Ross Kilburn
Written by

Ross Kilburn, Founder

Founder · American Default Research · Seattle, Washington

Ross Kilburn is the former COO of Ark Law Group, a foreclosure defense firm serving five states. He founded Seattle Short Sales, wrote Short Sale Your Home, and worked as a mortgage loan originator and real estate agent. He founded American Default Research in 2026.

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