#539 Kentucky · 2026

Livingston County, Kentucky

Most distressed fifth 539th of 3,144 counties nationally · 8,892 residents How this is calculated →
The headline number
5% Livingston residents
vs.
4% U.S. median

Above the national median for unemployment — and 16.3× the rate of the healthiest U.S. county (Loving County, TX — 0%).

BLS LAUS (Dec 2025)

Main Findings

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Livingston County, Kentucky ranks 539th most distressed in the United States on the County Distress Index. The driver: 5% of the labor force is unemployed — above the national median of 4%.

Key Findings
  • 539th of 3,144 counties on the County Distress Index — Most distressed fifth, 43rd in Kentucky.
  • 5% of the labor force is unemployed (U.S. median 4%). Unemployment at the 85th percentile nationally.
  • Bankruptcy filing rate at 281 — national median 126, ranked at the 89th percentile.
  • Credit card delinquency at 9% — national median 5%, ranked at the 89th percentile.
  • Disability rate at 28% — national median 16%, ranked at the 95th percentile.
County Distress Index cluster map. Livingston County, Kentucky and its neighbors colored by distress fifth.
Livingston and its 7 geographic neighbors, graded by County Distress Index score. Livingston County ranks 539th of 3,144. American Default Research
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"Livingston County ranks in the most distressed fifth of U.S. counties. The five-domain profile shows where local household pressure is most concentrated."

— Ross Kilburn, Founder, American Default Research
Analyst quote — for feature use 29 words

"The CDI places this county in the most distressed fifth nationally. The rank is the important geography signal: it compares the county with every other county-equivalent in the release."

— Ross Kilburn, Founder, 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

Livingston County's uninsured rate indicator is at the 13th percentile — while every other indicator in the safety_net_buffer domain sits at or above the 56th percentile. The gap stands out against disability rate and transfer-income dependency. Worth a call to Urban Institute or a local credit counselor in Smithland.

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, where 50 = U.S. county median and higher = more distressed. 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 (2024)
Credit card delinquency Share of credit card accounts 60+ days past due 9% 6% 5% 89th Urban Institute (2024)
Subprime credit share Share of residents with a credit score below 660 29% 28% 23% 71st Urban Institute (2024)
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 (2024)
Bankruptcy filing rate Personal bankruptcy filings per 100,000 residents 281 243 126 89th US Courts F-5A (2025)
Debt Burden (housing basis) — domain score 45 · Rank 1,792 of 3,144
Rent-to-income ratio Fair Market Rent (2BR) as share of median household income 24% 20% 21% 75th HUD FMR × Census ACS (2024)
Severe rent burden (50%+) Share of renter households paying 50%+ of income on rent 11% 18% 18% 15th Census ACS 5-yr (2023)
Labor — domain score 85 · Rank 457 of 3,144
Unemployment Share of labor force unemployed 5% 4% 4% 85th BLS LAUS (Dec 2025)
Safety Net & Buffer — domain score 64 · Rank 1,012 of 3,144
Child poverty rate Share of children under 18 below the federal poverty line 23% 22% 18% 72nd Census SAIPE (2023)
Disability rate Share of residents reporting a disability 28% 21% 16% 95th Census ACS 5-yr (2023)
Poverty rate Share of population below the federal poverty line 14% 17% 14% 56th Census SAIPE (2023)
Transfer-income dependency Share of personal income from government transfers 38% 34% 27% 89th BEA Regional Personal Income (2023)
Uninsured rate Share of residents without health insurance coverage 5% 6% 8% 13th Census ACS 5-yr (2023)
Data compiled April 2026 from Urban Institute Debt in America (Equifax 2024 panel), U.S. Census Bureau (ACS 5-yr 2023, SAIPE 2023, Business Formation Statistics 2024), Bureau of Labor Statistics (LAUS Dec 2025, QCEW 2024), U.S. Courts Administrative Office (F-5A bankruptcy filings 2025), and HUD Fair Market Rents (FY2024).

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 85
Weight 20% · Rank 457 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 64
Weight 20% · Rank 1,012 of 3,144
Debt Burden (housing basis) 45
Weight 20% · Rank 1,792 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), U.S. Census Bureau (American Community Survey 5-year, Small Area Income and Poverty Estimates, Business Formation Statistics), Bureau of Labor Statistics (Local Area Unemployment Statistics, Quarterly Census of Employment and Wages), U.S. Courts Administrative Office (F-5A bankruptcy filings), and HUD Fair Market Rents. Data vintages range from 2023 to 2025 depending on source; full indicator-level vintage detail is in the methodology document.

For Press & Research

Everything you need to cite Livingston County 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
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SMITHLAND, Ky. — Livingston County ranks 539th 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 68 out of 100 places Livingston in the most distressed fifth. Among 3,144 U.S. counties scored, 538 counties rank more distressed. Within Kentucky, Livingston ranks 43rd of 120 counties.

The index, which draws on 16 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. 5% of the labor force is unemployed — above the national median of 4%.

"Livingston County ranks in the most distressed fifth of U.S. counties. The five-domain profile shows where local household pressure is most concentrated," said Ross Kilburn, founder of American Default Research.

Full methodology and county-by-county data are available at americandefault.org/methodology/cdi.

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Frequently Asked Questions

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

Livingston County scores 68 out of 100 on the County Distress Index, placing it in the most distressed fifth. It ranks 539th of 3,144 U.S. counties and 43rd 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 85. Unemployment ranks at the 85th percentile nationally.

How does Livingston County compare to its neighbors?

Livingston County's neighbors span two CDI distress fifths. Highest-distress neighbor: Crittenden County (60.48, Second-most distressed fifth). Lowest: Pope County, IL (47.89, Middle fifth).

How is the County Distress Index calculated?

The CDI is a 0–100 composite of 16 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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