#58 Top 100 Most Distressed Counties · 2026

Claiborne Parish, Louisiana

84.5 · very high county distress 58th of 3,144 counties nationally · 13,670 residents How this is calculated →
The headline number
6% Claiborne Parish residents
vs.
4% U.S. median

Above the national median for unemployment — and 6.2× the rate of the healthiest U.S. county (Loving County, TX — 1%).

U.S. Bureau of Labor Statistics, LAUS (May 2026)

Main Findings

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Claiborne Parish, Louisiana ranks 58th most distressed in the United States on the County Distress Index. The driver: 6% of the labor force is unemployed — above the national median of 4%. Its highest-scoring domain is Labor.

Key Findings
  • 58th of 3,144 counties on the County Distress Index — 84.5 · very high county distress, 8th in Louisiana.
  • 6% of the labor force is unemployed (U.S. median 4%). Unemployment at the 95th percentile nationally. Source: U.S. Bureau of Labor Statistics, LAUS (May 2026).
  • Auto loan delinquency at 12% — national median 5%, ranked at the 95th percentile. Source: Urban Institute Debt in America (2025).
  • Bankruptcy filing rate at 329 — national median 126, ranked at the 93rd percentile. Source: Administrative Office of the U.S. Courts, F-5A (2025).
  • Rent-to-income ratio at 25% — national median 21%, ranked at the 81st percentile. Source: HUD FMR (FY2026); U.S. Census Bureau, SAIPE (2023).
County Distress Index cluster map. Claiborne Parish, Louisiana and its neighbors colored by county distress score label.
Claiborne Parish and its 6 geographic neighbors, graded by County Distress Index score. Claiborne Parish ranks 58th of 3,144. American Default Research
Wire summary — paste-ready, any angle 19 words

Claiborne Parish has a very high county distress score. The domain table shows which local pressure carries the composite.

— American Default Research
Index note — for feature use 26 words

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.

— American Default Research

Reporter's Notes

Two data points in the indicator table worth a follow-up call.

Data anomaly
Uninsured rate sits well below the rest of the Safety Net & Buffer domain — the one indicator that doesn't fit

According to U.S. Census Bureau, ACS 5-year (2023), Claiborne Parish's uninsured rate indicator is at the 11th percentile. American Default Research's CDI places every other indicator in the Safety Net & Buffer domain at or above the 38th percentile. The gap stands out against child poverty rate and median household income. Worth a call to the source agency or a local subject-matter contact in Homer.

Reporting hook
Child poverty is the reporting lead

According to U.S. Census Bureau, SAIPE (2023), 38% of children under 18 in Claiborne Parish live below the federal poverty line, versus 18% 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.

Updated Jul 1, 2026
BLS 1990 to 2025

Unemployment rate

6.1% +0.1 pp since 1990
Census 1989 to 2024

Poverty rate

26.6% -2.4 pp since 1989
BEA 1969 to 2024

Transfer income share

36.6% +21.2 pp since 1969
FRED/Equifax 2014 Q2 to 2025 Q4

Subprime credit population

38.2% -9.1 pp since 2014 Q2

The Indicators Behind Claiborne Parish's CDI Score

Every number traces to a public source. Claiborne Parish's value shown alongside LA'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 Claiborne Parish's national rank among all 3,144 U.S. counties for that indicator, always oriented so higher = more distressed.
Indicator Claiborne Parish LA median U.S. median Pctile Source
Delinquency — domain score 94 · Rank 91 of 3,144
Auto loan delinquency Share of auto loan accounts 60+ days past due 12% 8% 5% 95th Urban Institute Debt in America (2025)
Credit card delinquency Share of credit card accounts 60+ days past due 12% 8% 5% 95th Urban Institute Debt in America (2025)
Subprime credit share Share of residents with a credit score below 660 38% 35% 23% 93rd Federal Reserve Bank of St. Louis, Equifax (2025)
Default & Legal — domain score 89 · Rank 164 of 3,144
Debt in collections Share of residents with a credit file who have debt in collections 35% 34% 23% 85th Urban Institute Debt in America (2025)
Bankruptcy filing rate Personal bankruptcy filings per 100,000 residents 329 225 126 93rd Administrative Office of the U.S. Courts, F-5A (2025)
Debt Burden (housing basis) — domain score 77 · Rank 489 of 3,144
Rent-to-income ratio Fair Market Rent (2BR) as share of median household income 25% 22% 21% 81st HUD FMR (FY2026); U.S. Census Bureau, SAIPE (2023)
Severe rent burden (50%+) Share of renter households paying 50%+ of income on rent 22% 21% 18% 73rd U.S. Census Bureau, ACS 5-year (2023)
Labor — domain score 95 · Rank 68 of 3,144
Unemployment Share of labor force unemployed 6% 5% 4% 95th U.S. Bureau of Labor Statistics, LAUS (May 2026)
Safety Net & Buffer — domain score 67 · Rank 913 of 3,144
Child poverty rate Share of children under 18 below the federal poverty line 38% 28% 18% 95th U.S. Census Bureau, SAIPE (2023)
Disability rate Share of residents reporting a disability 15% 17% 16% 38th U.S. Census Bureau, ACS 5-year (2023)
Poverty rate Share of population below the federal poverty line 29% 20% 14% 95th U.S. Census Bureau, SAIPE (2023)
Uninsured rate Share of residents without health insurance coverage 4% 8% 8% 11th U.S. Census Bureau, ACS 5-year (2023)
Data compiled May 2026 from Urban Institute Debt in America (2025 panel), U.S. Census Bureau (ACS 5-yr 2023, SAIPE 2023, Business Formation Statistics 2024), U.S. Bureau of Labor Statistics (LAUS May 2026, QCEW 2024), Administrative Office of the U.S. Courts (F-5A bankruptcy filings 2025), and HUD Fair Market Rents (FY2026).

Five-Domain Breakdown

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

Labor Primary driver 95
Weight 20% · Rank 68 of 3,144
Delinquency 94
Weight 20% · Rank 91 of 3,144
Default & Legal 89
Weight 20% · Rank 164 of 3,144
Debt Burden (housing basis) 77
Weight 20% · Rank 489 of 3,144
Safety Net & Buffer 67
Weight 20% · Rank 913 of 3,144

Methodology

The County Distress Index is a 0–100 composite score of household financial distress, computed for all 3,144 U.S. counties. Higher scores indicate greater distress. 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 CDI score is the equal-weight mean of those domain scores.

Data sources include the Urban Institute Debt in America (Equifax consumer credit panel), FRED/Equifax (subprime credit share), U.S. Census Bureau (American Community Survey 5-year, Small Area Income and Poverty Estimates), Bureau of Labor Statistics (Local Area Unemployment Statistics), U.S. Courts Administrative Office (F-5A bankruptcy filings), and HUD Fair Market Rents. Data vintages range from 2022 to 2026 depending on source; full indicator-level vintage detail is in the methodology document.

For Press & Research

Everything you need to cite Claiborne Parish data — in under 60 seconds.

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Press contact: Ross Kilburn · press@americandefault.org · (307) 264-2992 · same-day response, 9am–6pm ET
Draft wire copy 130-word AP-style article — use freely with attribution
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HOMER, La. — Claiborne Parish ranks 58th among the nation's most financially distressed counties, according to the County Distress Index released this month by American Default Research.

The composite score of 84.5 out of 100 gives Claiborne Parish a very high county distress label. Among 3,144 U.S. counties scored, 57 counties rank more distressed. Within Louisiana, Claiborne Parish ranks eighth of 64 parishes.

The index, which draws on 13 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 Claiborne Parish. 6% of the labor force is unemployed — 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.

— 30 —

Frequently Asked Questions

What is Claiborne Parish's CDI score, and what does it mean?

Claiborne Parish scores 84.5 out of 100 on the County Distress Index, with the score label very high county distress. It ranks 58th of 3,144 U.S. counties and 8th of 64 Louisiana parishes. Higher county scores indicate more distress.

What drives Claiborne Parish's distress score?

The highest-scoring domain is Labor, at a domain score of 95. Unemployment ranks at the 95th percentile nationally.

How does Claiborne Parish compare to its neighbors?

Claiborne Parish's neighbors span two CDI score labels. Highest-distress neighbor: Webster Parish (84.37, very high county distress). Lowest: Union Parish (72.53, high county distress).

How is the County Distress Index calculated?

The CDI is a 0–100 composite of 13 source indicators across five equal-weighted domains: Delinquency, Default & Legal, Debt Burden, Labor, and Safety Net & Buffer. Data comes from Urban Institute, Census Bureau, BLS, U.S. Courts, HUD, and related public sources. Full methodology →
Ross Kilburn
Written by

Ross Kilburn, Founder

Founder · American Default Research · Seattle, Washington

Two decades working directly with financially distressed American households — from property preservation in 2003, to negotiating over 1,000 short sales during the Great Recession, to foreclosure defense marketing today. Author, The Ark Law Group Complete Guide to Short Sales (Auroch Press, 2013). Founded American Default Research in 2026.

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