#832 Arkansas · 2026

Hot Spring County, Arkansas

Elevated 832nd of 3,144 counties nationally · 33,258 residents How this is calculated →
The headline number
8% Hot Spring residents
vs.
5% U.S. median

Above the national median for credit card delinquency.

Urban Institute (2024)

Main Findings

Wire lede · 36 words · paste-ready

Hot Spring County, Arkansas ranks 832nd most distressed in the United States on the County Distress Index. The driver: 8% of credit card accounts are 60+ days past due — above the national median of 5%.

Key Findings
  • 832nd of 3,144 counties on the County Distress Index — Elevated zone, 43rd in Arkansas.
  • 8% of credit card accounts are 60+ days past due (U.S. median 5%). Credit card delinquency at the 85th percentile nationally.
  • Bankruptcy filing rate at 244 — national median 126, ranked at the 84th percentile.
  • Disability rate at 25% — national median 16%, ranked at the 96th percentile.
  • House price change (yoy) at 1% — national median 4%, ranked at the 79th percentile.
Distinctive Signals
Boundary Signal

Neighbors span three CDI zones. The 26-point drop to Saline County marks where the Arkansas distress corridor ends.

County Distress Index cluster map. Hot Spring County, Arkansas and its neighbors colored by distress zone.
Hot Spring and its 6 geographic neighbors, graded by County Distress Index score. Hot Spring County ranks 832nd of 3,144. American Default Research
Wire quote — paste-ready, any angle 27 words

"Hot Spring County is where distress lives in the margins. A county where most households are running out of runway, even as the headline numbers stay quiet."

— Ross Kilburn, Founder, American Default Research
Analyst quote — for voice-y features 24 words

"Elevated-zone counties are the largest block in the index. Most Americans live in counties scoring 55–70 — middle-class households doing the math every month."

— Ross Kilburn, Founder, American Default Research

The Indicators Behind Hot Spring County's CDI Score

Every number traces to a public source. Hot Spring County's value shown alongside AR'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 Hot Spring County's national rank among all 3,144 U.S. counties for that indicator, always oriented so higher = more distressed.
Indicator Hot Spring AR median U.S. median Pctile Source
Consumer Credit Distress — domain score 76 · Rank 600 of 3,144
Debt in collections Share of residents with a credit file who have debt in collections 32% 32% 23% 80th Urban Institute (2024)
Medical debt in collections Share of residents with a credit file who have medical debt in collections 4% 7% 4% 58th Urban Institute (2024)
Auto loan delinquency Share of auto loan accounts 60+ days past due 8% 7% 5% 84th Urban Institute (2024)
Credit card delinquency Share of credit card accounts 60+ days past due 8% 8% 5% 85th Urban Institute (2024)
Uninsured rate Share of residents without health insurance coverage 8% 8% 8% 50th Census ACS 5-yr (2023)
Subprime credit share Share of residents with a credit score below 660 33% 31% 23% 82nd Urban Institute (2024)
Housing Cost Burden — domain score 29 · Rank 2,416 of 3,144
Rent burden (30%+) Share of renter households paying 30%+ of income on rent 27% 37% 38% 15th Census ACS 5-yr (2023)
Severe rent burden (50%+) Share of renter households paying 50%+ of income on rent 17% 17% 18% 46th Census ACS 5-yr (2023)
Owner housing burden Share of owner households paying 30%+ of income on housing 19% 21% 24% 14th Census ACS 5-yr (2023)
Homeownership rate Share of occupied housing units that are owner-occupied 77% 71% 74% 33rd Census ACS 5-yr (2023)
Structural Poverty — domain score 69 · Rank 783 of 3,144
Unemployment Share of labor force unemployed 5% 5% 4% 62nd BLS LAUS (Dec 2025)
Poverty rate Share of population below the federal poverty line 17% 18% 14% 72nd Census SAIPE (2023)
Household income relative to state Median household income as share of state median 1.07× 1.00× 1.00× 34th Census SAIPE (2023)
Child poverty rate Share of children under 18 below the federal poverty line 22% 24% 18% 68th Census SAIPE (2023)
Disability rate Share of residents reporting a disability 25% 22% 16% 96th Census ACS 5-yr (2023)
Transfer-income dependency Share of personal income from government transfers 36% 34% 27% 85th BEA Regional Personal Income (2023)
Legal Distress — domain score 84 · Rank 496 of 3,144
Bankruptcy filing rate Personal bankruptcy filings per 100,000 residents 244 214 126 84th US Courts F-5A (2025)
Economic Vitality — domain score 38 · Rank 2,250 of 3,144
Wage-to-rent ratio Ratio of average weekly wage to fair-market rent 4.6× 4.1× 4.0× 20th BLS QCEW × HUD FMR (2024)
Rent-to-income ratio Fair Market Rent (2BR) as share of median household income 20% 22% 21% 35th HUD FMR × Census ACS (2024)
Business formation rate New business applications per 1,000 residents 8.7 9.2 10.0 68th Census Business Formation Statistics (2024)
House price change (yoy) House price index year-over-year change 1% 3% 4% 79th FHFA HPI (2024)
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 a PCA-weighted composite of five statistically derived factors. Weights are proportional to each factor's share of explained variance across 3,144 counties.

Legal Distress 84
Weight 7.4% · Rank 496 of 3,144 · Pctile 84
Consumer Credit Distress Primary driver 76
Weight 47.5% · Rank 600 of 3,144 · Pctile 81
Structural Poverty 69
Weight 13.6% · Rank 783 of 3,144 · Pctile 75
Economic Vitality 38
Weight 9.2% · Rank 2,250 of 3,144 · Pctile 28
Housing Cost Burden 29
Weight 22.2% · Rank 2,416 of 3,144 · Pctile 23

Methodology

The County Distress Index is a 0–100 composite score of household financial distress, computed for all 3,144 U.S. counties. A score of 50 represents the national county median; higher scores indicate greater distress. The index is built from 21 indicators grouped into five statistically derived factors via principal component analysis (PCA); factor weights are proportional to each factor's share of explained variance (shown in the Five-Domain Breakdown above).

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 Hot Spring 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
Draft wire copy 156-word AP-style article — use freely with attribution
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MALVERN, Ark. — Hot Spring County ranks 832nd 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 62 out of 100 places Hot Spring in the "Elevated" zone. Among 3,144 U.S. counties scored, 831 counties rank more distressed. Within Arkansas, Hot Spring ranks 43rd of 75 counties.

The index, which draws on 21 indicators from the U.S. Census Bureau, Bureau of Labor Statistics, Urban Institute and federal court filings, identifies consumer credit distress as the primary driver in Hot Spring. 8% of credit card accounts are 60+ days past due — above the national median of 5%.

"Hot Spring County is where distress lives in the margins. A county where most households are running out of runway, even as the headline numbers stay quiet," 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 Hot Spring County's CDI score, and what does it mean?

Hot Spring County scores 62 out of 100 on the County Distress Index, placing it in the Elevated zone. It ranks 832nd of 3,144 U.S. counties and 43rd of 75 Arkansas counties. A score of 50 is the national county median; higher = more distressed.

What drives Hot Spring County's distress score?

The primary driver is Consumer Credit Distress, at a domain score of 76. Credit card delinquency ranks at the 85th percentile nationally.

How does Hot Spring County compare to its neighbors?

Hot Spring County's neighbors span three CDI zones. Highest-distress neighbor: Clark County (72.20, Serious). Lowest: Saline County (46.59, Normal).

How is the County Distress Index calculated?

The CDI is a 0–100 composite of 21 indicators across five factors, derived via principal component analysis. Factor weights: Consumer Credit Distress 47.5%, Housing Cost Burden 22.3%, Structural Poverty 13.6%, Economic Vitality 9.2%, Legal Distress 7.4%. Data from Urban Institute, Census Bureau, BLS, U.S. Courts, and HUD. 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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