Harper County, Kansas
Above the national median for disability rate — and 6.7× the rate of the healthiest U.S. county (San Juan County, CO — 3%).
Main Findings
Harper County, Kansas ranks 1,917th most distressed in the United States on the County Distress Index. Harper sits near the national median across major distress indicators. Its highest-scoring domain is Safety Net & Buffer.
- 1,917th of 3,144 counties on the County Distress Index — 44.2 · moderate-low county distress, 26th in Kansas.
- 19% of residents report a disability (U.S. median 16%). Disability rate at the 77th percentile nationally. Source: U.S. Census Bureau, ACS 5-year (2023).
- Auto loan delinquency at 7% — national median 5%, ranked at the 76th percentile. Source: Urban Institute Debt in America (2025).
- Labor domain score 46 — weight 20.0% of the CDI composite. Source: American Default Research.
- Debt Burden (housing basis) domain score 30 — weight 20.0% of the CDI composite. Source: American Default Research.
Neighbors span three CDI score labels. The 22-point drop to Barber County marks where the Kansas distress corridor ends.
Harper County has a moderate-low county distress score. The state rank and domain mix give the county-level context.
The CDI gives this county a moderate-low county distress label. The state rank and highest-scoring local domain add context that the composite alone cannot carry. Its highest-scoring domain is Safety Net & Buffer.
Indicator History
Period-correct raw indicators from the county-history panel. The CDI composite is excluded because it is a current cross-sectional score.
Unemployment rate
Poverty rate
Transfer income share
Subprime credit population
The Indicators Behind Harper County's CDI Score
Every number traces to a public source. Harper County's value shown alongside KS's median and the U.S. median. Full CSV available for download.
| Indicator | Harper | KS median | U.S. median | Pctile | Source |
|---|---|---|---|---|---|
| Delinquency — domain score 55 · Rank 1,405 of 3,144 | |||||
| Auto loan delinquency Share of auto loan accounts 60+ days past due | 7% | 4% | 5% | 76th | Urban Institute Debt in America (2025) |
| Credit card delinquency Share of credit card accounts 60+ days past due | 6% | 5% | 5% | 57th | Urban Institute Debt in America (2025) |
| Subprime credit share Share of residents with a credit score below 660 | 19% | 18% | 23% | 31st | Federal Reserve Bank of St. Louis, Equifax (2025) |
| Default & Legal — domain score 26 · Rank 2,566 of 3,144 | |||||
| Debt in collections Share of residents with a credit file who have debt in collections | 18% | 18% | 23% | 30th | Urban Institute Debt in America (2025) |
| Bankruptcy filing rate Personal bankruptcy filings per 100,000 residents | 74 | 101 | 126 | 21st | Administrative Office of the U.S. Courts, F-5A (2025) |
| Debt Burden (housing basis) — domain score 30 · Rank 2,409 of 3,144 | |||||
| Rent-to-income ratio Fair Market Rent (2BR) as share of median household income | 19% | 18% | 21% | 32nd | HUD FMR (FY2026); U.S. Census Bureau, SAIPE (2023) |
| Severe rent burden (50%+) Share of renter households paying 50%+ of income on rent | 14% | 13% | 18% | 28th | U.S. Census Bureau, ACS 5-year (2023) |
| Labor — domain score 46 · Rank 1,645 of 3,144 | |||||
| Unemployment Share of labor force unemployed | 4% | 4% | 4% | 46th | U.S. Bureau of Labor Statistics, LAUS (May 2026) |
| Safety Net & Buffer — domain score 65 · Rank 981 of 3,144 | |||||
| Child poverty rate Share of children under 18 below the federal poverty line | 20% | 15% | 18% | 59th | U.S. Census Bureau, SAIPE (2023) |
| Disability rate Share of residents reporting a disability | 19% | 16% | 16% | 77th | U.S. Census Bureau, ACS 5-year (2023) |
| Poverty rate Share of population below the federal poverty line | 14% | 12% | 14% | 55th | U.S. Census Bureau, SAIPE (2023) |
| Uninsured rate Share of residents without health insurance coverage | 9% | 8% | 8% | 59th | U.S. Census Bureau, ACS 5-year (2023) |
Five-Domain Breakdown
The CDI is an equal-weight composite of five family-v1 distress domains. Each domain contributes 20% of the county score.
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), FRED/Equifax (subprime credit share), U.S. Census Bureau (American Community Survey 5-year, Small Area Income and Poverty Estimates), Bureau of Labor Statistics (Local Area Unemployment Statistics), U.S. Courts Administrative Office (F-5A bankruptcy filings), and HUD Fair Market Rents. Data vintages range from 2022 to 2026 depending on source; full indicator-level vintage detail is in the methodology document.
For Press & Research
Everything you need to cite Harper County data — in under 60 seconds.
Draft wire copy 124-word AP-style article — use freely with attribution
ANTHONY, Kan. — Harper County ranks 1,917th 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 44.2 out of 100 gives Harper a moderate-low county distress label. Among 3,144 U.S. counties scored, 1,916 counties rank more distressed. Within Kansas, Harper ranks 26th of 105 counties.
The index, which draws on 13 source indicators from the U.S. Census Bureau, Bureau of Labor Statistics, Urban Institute and federal court filings, finds Harper 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.
Frequently Asked Questions
What is Harper County's CDI score, and what does it mean?
What drives Harper County's distress score?
How does Harper County compare to its neighbors?
How is the County Distress Index calculated?
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