Harper County, Kansas
Above the national median for disability rate — and 10.8× the rate of the healthiest U.S. county (San Juan County, CO — 2%).
Main Findings
Harper County, Kansas is more distressed than 46% of U.S. counties on the County Distress Index. The driver: 19% of residents report a disability — above the national median of 16%. Its highest-scoring domain is Safety Net & Buffer and its lowest is Default & Legal.
- 20th of 105 counties in Kansas on the County Distress Index — 46 · moderate-low county distress, more distressed than 46% of U.S. counties.
- 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 (2024).
- Auto loan delinquency at 7% — national median 5%, ranked at the 76th percentile. Source: Urban Institute Debt in America (2025).
- Adults 25-54 not working at 24% — national median 21%, ranked at the 69th percentile. Source: U.S. Census Bureau, ACS 5-year (2024).
- Debt Burden (housing basis) domain score 44 — weight 20.0% of the CDI composite. Source: American Default Research.
Neighbors span four CDI score labels. The 38-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 | Equifax data retrieved via FRED (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 44 · Rank 1,846 of 3,144 | |||||
| Rent-to-income ratio Fair Market Rent (2BR) as share of median household income | 20% | 18% | 21% | 46th | 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 | 17% | 14% | 18% | 41st | U.S. Census Bureau, ACS 5-year (2024) |
| Labor — domain score 52 · Rank 1,495 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) | 24% | 16% | 21% | 69th | 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) | 4% | 4% | 4% | 35th | 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 64 · Rank 1,004 of 3,144 | |||||
| Child poverty rate Share of children under 18 below the federal poverty line | 18% | 14% | 17% | 57th | U.S. Census Bureau, SAIPE (2024) |
| Disability rate Share of residents reporting a disability | 19% | 16% | 16% | 77th | U.S. Census Bureau, ACS 5-year (2024) |
| Poverty rate Share of population below the federal poverty line | 14% | 12% | 13% | 53rd | U.S. Census Bureau, SAIPE (2024) |
| Uninsured rate Share of residents without health insurance coverage | 8% | 8% | 8% | 56th | U.S. Census Bureau, ACS 5-year (2024) |
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 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 Harper County data.
Draft wire copy 126-word AP-style article — use freely with attribution
ANTHONY, Kan. — Harper County is more distressed than 46% of U.S. counties, according to the County Distress Index released this month by American Default Research.
Harper scores 46 out of 100, which means it is more distressed than 46% of U.S. counties; its score label is moderate-low county distress. Within Kansas, Harper ranks 20th of 105 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 safety net & buffer as the primary driver in Harper. 19% of residents report a disability — above the national median of 16%.
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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