#2,424 Pennsylvania · 2026

Juniata County, Pennsylvania

Normal 2,424th of 3,144 counties nationally · 23,243 residents How this is calculated →
The headline number
15% Juniata residents
vs.
8% U.S. median

Above the national median for uninsured rate.

Census ACS 5-yr (2023)

Main Findings

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Juniata County, Pennsylvania ranks 2,424th most distressed in the United States on the County Distress Index. Juniata sits near the national median across major distress indicators.

Key Findings
  • 2,424th of 3,144 counties on the County Distress Index — Normal zone, 56th in Pennsylvania.
  • 15% of residents lack health insurance (U.S. median 8%). Uninsured rate at the 89th percentile nationally.
  • House price change (yoy) at -6% — national median 4%, ranked at the 97th percentile.
  • Unemployment at 6% — national median 4%, ranked at the 84th percentile.
  • Homeownership rate at 73% — national median 74%, ranked at the 56th percentile.
County Distress Index cluster map. Juniata County, Pennsylvania and its neighbors colored by distress zone.
Juniata and its 6 geographic neighbors, graded by County Distress Index score. Juniata County ranks 2,424th of 3,144. American Default Research
Wire quote — paste-ready, any angle 18 words

"Juniata County sits at the national median. The composition of its distress matters more than the composite score."

— Ross Kilburn, Founder, American Default Research
Analyst quote — for voice-y features 19 words

"Normal-zone counties are the national median. The interesting signal here is which domain is moving fastest, up or down."

— Ross Kilburn, Founder, American Default Research

The Indicators Behind Juniata County's CDI Score

Every number traces to a public source. Juniata County's value shown alongside PA'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 Juniata County's national rank among all 3,144 U.S. counties for that indicator, always oriented so higher = more distressed.
Indicator Juniata PA median U.S. median Pctile Source
Consumer Credit Distress — domain score 35 · Rank 2,096 of 3,144
Debt in collections Share of residents with a credit file who have debt in collections 17% 20% 23% 28th Urban Institute (2024)
Medical debt in collections Share of residents with a credit file who have medical debt in collections 3% 3% 4% 43rd Urban Institute (2024)
Auto loan delinquency Share of auto loan accounts 60+ days past due 4% 4% 5% 31st Urban Institute (2024)
Credit card delinquency Share of credit card accounts 60+ days past due 5% 5% 5% 40th Urban Institute (2024)
Uninsured rate Share of residents without health insurance coverage 15% 6% 8% 89th Census ACS 5-yr (2023)
Subprime credit share Share of residents with a credit score below 660 16% 20% 23% 17th Urban Institute (2024)
Housing Cost Burden — domain score 21 · Rank 2,754 of 3,144
Rent burden (30%+) Share of renter households paying 30%+ of income on rent 22% 38% 38% 9th Census ACS 5-yr (2023)
Severe rent burden (50%+) Share of renter households paying 50%+ of income on rent 10% 18% 18% 12th Census ACS 5-yr (2023)
Owner housing burden Share of owner households paying 30%+ of income on housing 23% 24% 24% 46th Census ACS 5-yr (2023)
Homeownership rate Share of occupied housing units that are owner-occupied 73% 74% 74% 56th Census ACS 5-yr (2023)
Structural Poverty — domain score 42 · Rank 1,926 of 3,144
Unemployment Share of labor force unemployed 6% 5% 4% 84th BLS LAUS (Dec 2025)
Poverty rate Share of population below the federal poverty line 11% 13% 14% 27th Census SAIPE (2023)
Household income relative to state Median household income as share of state median 0.95× 1.00× 1.00× 63rd Census SAIPE (2023)
Child poverty rate Share of children under 18 below the federal poverty line 13% 17% 18% 27th Census SAIPE (2023)
Disability rate Share of residents reporting a disability 13% 16% 16% 22nd Census ACS 5-yr (2023)
Transfer-income dependency Share of personal income from government transfers 23% 28% 27% 30th BEA Regional Personal Income (2023)
Legal Distress — domain score 47 · Rank 1,665 of 3,144
Bankruptcy filing rate Personal bankruptcy filings per 100,000 residents 120 98 126 47th US Courts F-5A (2025)
Economic Vitality — domain score 57 · Rank 1,161 of 3,144
Wage-to-rent ratio Ratio of average weekly wage to fair-market rent 4.0× 4.0× 4.0× 48th BLS QCEW × HUD FMR (2024)
Rent-to-income ratio Fair Market Rent (2BR) as share of median household income 20% 21% 21% 34th HUD FMR × Census ACS (2024)
Business formation rate New business applications per 1,000 residents 6.2 7.8 10.0 95th Census Business Formation Statistics (2024)
House price change (yoy) House price index year-over-year change -6% 5% 4% 97th 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.

Economic Vitality 57
Weight 9.2% · Rank 1,161 of 3,144 · Pctile 63
Legal Distress 47
Weight 7.4% · Rank 1,665 of 3,144 · Pctile 47
Structural Poverty 42
Weight 13.6% · Rank 1,926 of 3,144 · Pctile 39
Consumer Credit Distress Primary driver 35
Weight 47.5% · Rank 2,096 of 3,144 · Pctile 33
Housing Cost Burden 21
Weight 22.2% · Rank 2,754 of 3,144 · Pctile 12

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 Juniata 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 136-word AP-style article — use freely with attribution
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MIFFLINTOWN, Pa. — Juniata County ranks 2,424th 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 36 out of 100 places Juniata in the "Normal" zone. Among 3,144 U.S. counties scored, 2,423 counties rank more distressed. Within Pennsylvania, Juniata ranks 56th of 67 counties.

The index, which draws on 21 indicators from the U.S. Census Bureau, Bureau of Labor Statistics, Urban Institute and federal court filings, finds Juniata sitting near the national median across major distress indicators, with no single domain emerging as a clear driver.

"Juniata County sits at the national median. The composition of its distress matters more than the composite score," 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 Juniata County's CDI score, and what does it mean?

Juniata County scores 36 out of 100 on the County Distress Index, placing it in the Normal zone. It ranks 2,424th of 3,144 U.S. counties and 56th of 67 Pennsylvania counties. A score of 50 is the national county median; higher = more distressed.

What drives Juniata County's distress score?

The primary driver is Consumer Credit Distress, at a domain score of 35. Uninsured rate ranks at the 89th percentile nationally.

How does Juniata County compare to its neighbors?

Juniata County's neighbors span 1 CDI zones. Highest-distress neighbor: Northumberland County (46.19, Normal). Lowest: Snyder County (36.36, 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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