#33 Louisiana · 2026

Lincoln Parish, Louisiana

87 · very high county distress more distressed than 87% of U.S. counties · 33rd of 64 counties in Louisiana · 47,962 residents How this is calculated →
The headline number
309 Lincoln Parish residents
vs.
126 U.S. median

More than double the national median for bankruptcy filing rate — and 42.3× the rate of the healthiest U.S. county (Glacier County, MT — 7).

Administrative Office of the U.S. Courts, F-5A (2025)

Main Findings

Wire lede · 48 words · paste-ready

Lincoln Parish, Louisiana is more distressed than 87% of U.S. counties on the County Distress Index. The driver: a bankruptcy filing rate of 309 — more than double the national median of 126. Its highest-scoring domain is Default & Legal and its lowest is Safety Net & Buffer.

Key Findings
  • 33rd of 64 counties in Louisiana on the County Distress Index — 87 · very high county distress, more distressed than 87% of U.S. counties.
  • A bankruptcy filing rate of 309 (U.S. median 126). Bankruptcy filing rate at the 92nd percentile nationally. Source: Administrative Office of the U.S. Courts, F-5A (2025).
  • Subprime credit share at 34% — national median 23%, ranked at the 85th percentile. Source: Equifax data retrieved via FRED (2025).
  • Severe rent burden (50%+) at 36% — national median 18%, ranked at the 100th percentile. Source: U.S. Census Bureau, ACS 5-year (2024).
  • Adults 25-54 not working at 25% — national median 21%, ranked at the 72nd percentile. Source: U.S. Census Bureau, ACS 5-year (2024).
County Distress Index cluster map. Lincoln Parish, Louisiana and its neighbors colored by county distress score label.
Lincoln Parish and its 5 geographic neighbors, graded by County Distress Index score. Lincoln Parish is more distressed than 87% of U.S. counties. American Default Research
Wire summary — paste-ready, any angle 19 words

Lincoln 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 28 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 Default & Legal.

— American Default Research

Reporter's Notes

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

Data anomaly
Disability 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 (2024), Lincoln Parish's disability rate indicator is at the 14th percentile. American Default Research's CDI places every other indicator in the Safety Net & Buffer domain at or above the 24th 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 Ruston.

Reporting hook
Child poverty is the reporting lead

According to U.S. Census Bureau, SAIPE (2024), 28% of children under 18 in Lincoln Parish 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.

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

Unemployment rate

4.5% -0.5 percentage points since 1990
Census 1989 to 2024

Poverty rate

25.5% +1 percentage point since 1989
U.S. Bureau of Economic Analysis 1969 to 2024

Transfer income share

24.0% +13.4 percentage points since 1969
FRED/Equifax 2014 Q2 to 2025 Q4

Subprime credit population

34.0% -8.52 percentage points since 2014 Q2

The Indicators Behind Lincoln Parish's CDI Score

Every number traces to a public source. Lincoln 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 Lincoln Parish's national rank among all 3,144 U.S. counties for that indicator, always oriented so higher = more distressed.
Indicator Lincoln Parish LA median U.S. median Pctile Source
Delinquency — domain score 77 · Rank 633 of 3,144
Auto loan delinquency Share of auto loan accounts 60+ days past due 8% 8% 5% 82nd Urban Institute Debt in America (2025)
Credit card delinquency Share of credit card accounts 60+ days past due 6% 8% 5% 62nd Urban Institute Debt in America (2025)
Subprime credit share Share of residents with a credit score below 660 34% 35% 23% 85th Equifax data retrieved via FRED (2025)
Default & Legal — domain score 83 · Rank 320 of 3,144
Debt in collections Share of residents with a credit file who have debt in collections 30% 34% 23% 74th Urban Institute Debt in America (2025)
Bankruptcy filing rate Personal bankruptcy filings per 100,000 residents 309 225 126 92nd Administrative Office of the U.S. Courts, F-5A (2025)
Debt Burden (housing basis) — domain score 73 · Rank 617 of 3,144
Rent-to-income ratio Fair Market Rent (2BR) as share of median household income 20% 22% 21% 46th 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 36% 22% 18% 100th U.S. Census Bureau, ACS 5-year (2024)
Labor — domain score 69 · Rank 786 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) 25% 27% 21% 72nd 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) 4% 5% 4% 65th 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 62 · Rank 1,094 of 3,144
Child poverty rate Share of children under 18 below the federal poverty line 28% 28% 17% 89th U.S. Census Bureau, SAIPE (2024)
Disability rate Share of residents reporting a disability 12% 18% 16% 14th U.S. Census Bureau, ACS 5-year (2024)
Poverty rate Share of population below the federal poverty line 26% 21% 13% 96th U.S. Census Bureau, SAIPE (2024)
Uninsured rate Share of residents without health insurance coverage 5% 7% 8% 24th 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.

Default & Legal Primary driver 83
Weight 20% · Rank 320 of 3,144
Delinquency 77
Weight 20% · Rank 633 of 3,144
Debt Burden (housing basis) 73
Weight 20% · Rank 617 of 3,144
Labor 69
Weight 20% · Rank 786 of 3,144
Safety Net & Buffer 62
Weight 20% · Rank 1,094 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 Lincoln Parish data.

Embed preview — paste into any CMS <iframe src="https://americandefault.org/embed/county/22061/" width="600" height="300" frameborder="0" scrolling="no" style="border:1px solid #e5e7eb;border-radius:8px;" title="Lincoln Parish, LA — County Distress Index"></iframe>
Press contact: Ross Kilburn · press@americandefault.org · (307) 264-2992 · media inquiries welcome
Draft wire copy 131-word AP-style article — use freely with attribution
DRAFT · 131 words · for immediate release · cleared for reuse with attribution to American Default Research

RUSTON, La. — Lincoln Parish is more distressed than 87% of U.S. counties, according to the County Distress Index released this month by American Default Research.

Lincoln Parish scores 87 out of 100, which means it is more distressed than 87% of U.S. counties; its score label is very high county distress. Within Louisiana, Lincoln Parish ranks 33rd of 64 parishes.

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 default & legal as the primary driver in Lincoln Parish. A bankruptcy filing rate of 309 — more than double the national median of 126.

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 Lincoln Parish's CDI score, and what does it mean?

Lincoln Parish scores 87 out of 100 on the County Distress Index, which means it is more distressed than 87% of U.S. counties. Its score label is very high county distress. It ranks 33rd of 64 Louisiana parishes. Higher county scores indicate more distress.

What drives Lincoln Parish's distress score?

The highest-scoring domain is Default & Legal, at a domain score of 83. Bankruptcy filing rate ranks at the 92nd percentile nationally.

How does Lincoln Parish compare to its neighbors?

Lincoln Parish's neighbors span two CDI score labels. Highest-distress neighbor: Claiborne Parish (98.00, extreme county distress). Lowest: Jackson Parish (85.00, very high 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.

Read more
from Ross →