#23 Montana · 2026

Madison County, Montana

26 · low county distress more distressed than 26% of U.S. counties · 23rd of 56 counties in Montana · 9,521 residents How this is calculated →
The headline number
6% Madison residents
vs.
4% U.S. median

Above the national median for unemployment (average of monthly rates) — and 11.6× the rate of the healthiest U.S. county (Loving County, TX — 1%).

U.S. Bureau of Labor Statistics, LAUS (monthly rates averaged, September 2025 to August 2026; no figures published for October 2025)

Main Findings

Wire lede · 36 words · paste-ready

Madison County, Montana is more distressed than 26% of U.S. counties on the County Distress Index. Madison sits near the national median across major distress indicators. Its highest-scoring domain is Labor and its lowest is Delinquency.

Key Findings
  • 23rd of 56 counties in Montana on the County Distress Index — 26 · low county distress, more distressed than 26% of U.S. counties.
  • 6% of the labor force was unemployed on average from September 2025 to August 2026 (U.S. median 4%). Unemployment (average of monthly rates) at the 94th percentile nationally. Source: U.S. Bureau of Labor Statistics, LAUS (monthly rates averaged, September 2025 to August 2026; no figures published for October 2025).
  • Rent-to-income ratio at 24% — national median 21%, ranked at the 80th percentile. Source: U.S. Department of Housing and Urban Development Fair Market Rents (FY2027); U.S. Census Bureau, SAIPE (2024).
  • Safety Net & Buffer domain score 25 — weight 20.0% of the CDI composite. Source: American Default Research.
  • Default & Legal domain score 18 — weight 20.0% of the CDI composite. Source: American Default Research.
Distinctive Signals
Boundary Signal

Neighbors span three CDI score labels. The 51-point drop to Jefferson County marks where the Montana distress corridor ends.

County Distress Index cluster map. Madison County, Montana and its neighbors colored by county distress score label.
Madison and its 5 geographic neighbors, graded by County Distress Index score. Madison County is more distressed than 26% of U.S. counties. American Default Research
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Madison County has a low county distress score. The CDI reading is a county comparison, separate from national ADI bands.

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

The CDI gives this county a low county distress label. The score is a county comparison, separate from national ADI bands. Its highest-scoring domain is Labor.

— 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
BLS 1990 to 2025

Unemployment rate

5.4% +2.2 percentage points since 1990
Census 1989 to 2024

Poverty rate

8.4% -5.2 percentage points since 1989
U.S. Bureau of Economic Analysis 1969 to 2024

Transfer income share

17.5% +6.4 percentage points since 1969
Equifax data retrieved via FRED 2014 Q2 to 2025 Q4

Subprime credit population

16.3% +0.01 percentage points since 2014 Q2

The Indicators Behind Madison County's CDI Score

Every number traces to a public source. Madison County's value shown alongside MT'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 Madison County's national rank among all 3,144 U.S. counties for that indicator, always oriented so higher = more distressed.
Indicator Madison MT median U.S. median Pctile Source
Delinquency — domain score 18 · Rank 2,713 of 3,144
Auto loan delinquency Share of auto loan accounts 60+ days past due 2% 3% 5% 5th Urban Institute Debt in America (2025)
Credit card delinquency Share of credit card accounts 60+ days past due 4% 3% 5% 29th Urban Institute Debt in America (2025)
Subprime credit share Share of residents with a credit score below 660 16% 16% 23% 18th Equifax data retrieved via FRED (2025)
Default & Legal — domain score 18 · Rank 2,839 of 3,144
Debt in collections Share of residents with a credit file who have debt in collections 12% 15% 23% 8th Urban Institute Debt in America (2025)
Bankruptcy filing rate Personal bankruptcy filings per 100,000 residents 84 73 126 28th Administrative Office of the U.S. Courts, F-5A (2025)
Debt Burden (housing basis) — domain score 57 · Rank 1,207 of 3,144
Rent-to-income ratio Fair Market Rent (2BR) as share of median household income 24% 24% 21% 80th 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% 14% 18% 33rd U.S. Census Bureau, ACS 5-year (2024)
Labor — domain score 64 · Rank 982 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) 18% 17% 21% 35th 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) 6% 3% 4% 94th 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 25 · Rank 2,572 of 3,144
Child poverty rate Share of children under 18 below the federal poverty line 9% 16% 17% 10th U.S. Census Bureau, SAIPE (2024)
Disability rate Share of residents reporting a disability 14% 16% 16% 35th U.S. Census Bureau, ACS 5-year (2024)
Poverty rate Share of population below the federal poverty line 8% 12% 13% 11th U.S. Census Bureau, SAIPE (2024)
Uninsured rate Share of residents without health insurance coverage 7% 8% 8% 43rd 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 64
Weight 20% · Rank 982 of 3,144
Debt Burden (housing basis) 57
Weight 20% · Rank 1,207 of 3,144
Safety Net & Buffer 25
Weight 20% · Rank 2,572 of 3,144
Default & Legal 18
Weight 20% · Rank 2,839 of 3,144
Delinquency 18
Weight 20% · Rank 2,713 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 Madison County data.

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Press contact: Ross Kilburn · press@americandefault.org · (307) 264-2992 · media inquiries welcome
Draft wire copy 123-word AP-style article — use freely with attribution
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VIRGINIA CITY, Mont. — Madison County is more distressed than 26% of U.S. counties, according to the County Distress Index released this month by American Default Research.

Madison scores 26 out of 100, which means it is more distressed than 26% of U.S. counties; its score label is low county distress. Within Montana, Madison ranks 23rd of 56 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, finds Madison sitting near the national median across major distress indicators, with no single domain emerging as a clear driver.

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

Madison County scores 26 out of 100 on the County Distress Index, which means it is more distressed than 26% of U.S. counties. Its score label is low county distress. It ranks 23rd of 56 Montana counties. Higher county scores indicate more distress.

What drives Madison County's distress score?

The highest-scoring domain is Labor, at a domain score of 64. Unemployment (average of monthly rates) ranks at the 94th percentile nationally.

How does Madison County compare to its neighbors?

Madison County's neighbors span three CDI score labels. Highest-distress neighbor: Silver Bow County (52.00, moderate county distress). Lowest: Jefferson County (1.00, exceptionally 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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