#52 Kentucky · 2026

Livingston County, Kentucky

78 · high county distress more distressed than 78% of U.S. counties · 52nd of 120 counties in Kentucky · 8,892 residents How this is calculated →
The headline number
32% Livingston residents
vs.
21% U.S. median

Above the national median for adults 25-54 not working — and 15.8× the rate of the healthiest U.S. county (Thomas County, NE — 2%).

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

Main Findings

Wire lede · 48 words · paste-ready

Livingston County, Kentucky is more distressed than 78% of U.S. counties on the County Distress Index. The driver: 32% of adults aged 25 to 54 are not working — above the national median of 21%. Its highest-scoring domain is Labor and its lowest is Debt Burden (housing basis).

Key Findings
  • 52nd of 120 counties in Kentucky on the County Distress Index — 78 · high county distress, more distressed than 78% of U.S. counties.
  • 32% of adults aged 25 to 54 are not working (U.S. median 21%). Adults 25-54 not working at the 92nd percentile nationally. Source: U.S. Census Bureau, ACS 5-year (2024).
  • Bankruptcy filing rate at 281 — national median 126, ranked at the 89th percentile. Source: Administrative Office of the U.S. Courts, F-5A (2025).
  • Credit card delinquency at 9% — national median 5%, ranked at the 89th percentile. Source: Urban Institute Debt in America (2025).
  • Disability rate at 26% — national median 16%, ranked at the 95th percentile. Source: U.S. Census Bureau, ACS 5-year (2024).
Distinctive Signals
Boundary Signal

Neighbors span four CDI score labels. The 31-point drop to Massac County, IL marks a cross-border distress gradient.

County Distress Index cluster map. Livingston County, Kentucky and its neighbors colored by county distress score label.
Livingston and its 7 geographic neighbors, graded by County Distress Index score. Livingston County is more distressed than 78% of U.S. counties. American Default Research
Wire summary — paste-ready, any angle 20 words

Livingston County has a high county distress score. The score label gives the intensity; the rank gives the national position.

— American Default Research
Index note — for feature use 32 words

The CDI gives this county a high county distress label. The rank belongs beside the score because the two answer different questions: score intensity and national position. 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 (2024), Livingston County's uninsured rate indicator is at the 13th percentile. American Default Research's CDI places every other indicator in the Safety Net & Buffer domain at or above the 49th percentile. The gap stands out against disability rate. Worth a call to the source agency or a local subject-matter contact in Smithland.

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

5.2% -3.1 percentage points since 1990
Census 1989 to 2024

Poverty rate

13.0% -0.4 percentage points since 1989
U.S. Bureau of Economic Analysis 1969 to 2024

Transfer income share

37.5% +24.4 percentage points since 1969
Equifax data retrieved via FRED 2014 Q2 to 2025 Q4

Subprime credit population

28.7% +1.76 percentage points since 2014 Q2

The Indicators Behind Livingston County's CDI Score

Every number traces to a public source. Livingston County's value shown alongside KY'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 Livingston County's national rank among all 3,144 U.S. counties for that indicator, always oriented so higher = more distressed.
Indicator Livingston KY median U.S. median Pctile Source
Delinquency — domain score 66 · Rank 1,013 of 3,144
Auto loan delinquency Share of auto loan accounts 60+ days past due 4% 6% 5% 37th Urban Institute Debt in America (2025)
Credit card delinquency Share of credit card accounts 60+ days past due 9% 6% 5% 89th Urban Institute Debt in America (2025)
Subprime credit share Share of residents with a credit score below 660 29% 28% 23% 71st Equifax data retrieved via FRED (2025)
Default & Legal — domain score 83 · Rank 337 of 3,144
Debt in collections Share of residents with a credit file who have debt in collections 31% 29% 23% 76th Urban Institute Debt in America (2025)
Bankruptcy filing rate Personal bankruptcy filings per 100,000 residents 281 243 126 89th Administrative Office of the U.S. Courts, F-5A (2025)
Debt Burden (housing basis) — domain score 44 · Rank 1,840 of 3,144
Rent-to-income ratio Fair Market Rent (2BR) as share of median household income 24% 21% 21% 77th 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 9% 18% 18% 10th U.S. Census Bureau, ACS 5-year (2024)
Labor — domain score 88 · Rank 222 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) 32% 27% 21% 92nd 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% 5% 4% 83rd 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 55 · Rank 1,376 of 3,144
Child poverty rate Share of children under 18 below the federal poverty line 17% 22% 17% 51st U.S. Census Bureau, SAIPE (2024)
Disability rate Share of residents reporting a disability 26% 21% 16% 95th U.S. Census Bureau, ACS 5-year (2024)
Poverty rate Share of population below the federal poverty line 13% 17% 13% 49th U.S. Census Bureau, SAIPE (2024)
Uninsured rate Share of residents without health insurance coverage 4% 6% 8% 13th 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.

Labor Primary driver 88
Weight 20% · Rank 222 of 3,144
Default & Legal 83
Weight 20% · Rank 337 of 3,144
Delinquency 66
Weight 20% · Rank 1,013 of 3,144
Safety Net & Buffer 55
Weight 20% · Rank 1,376 of 3,144
Debt Burden (housing basis) 44
Weight 20% · Rank 1,840 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 Livingston County data.

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Press contact: Ross Kilburn · press@americandefault.org · (307) 264-2992 · media inquiries welcome
Draft wire copy 127-word AP-style article — use freely with attribution
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SMITHLAND, Ky. — Livingston County is more distressed than 78% of U.S. counties, according to the County Distress Index released this month by American Default Research.

Livingston scores 78 out of 100, which means it is more distressed than 78% of U.S. counties; its score label is high county distress. Within Kentucky, Livingston ranks 52nd of 120 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 Livingston. 32% of adults aged 25 to 54 are not working — above the national median of 21%.

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 Livingston County's CDI score, and what does it mean?

Livingston County scores 78 out of 100 on the County Distress Index, which means it is more distressed than 78% of U.S. counties. Its score label is high county distress. It ranks 52nd of 120 Kentucky counties. Higher county scores indicate more distress.

What drives Livingston County's distress score?

The highest-scoring domain is Labor, at a domain score of 88. Adults 25-54 not working ranks at the 92nd percentile nationally.

How does Livingston County compare to its neighbors?

Livingston County's neighbors span 4 CDI score labels. Highest-distress neighbor: Crittenden County (72.00, high county distress). Lowest: Massac County, IL (41.00, moderate-low 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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