Appalachian Poverty Statistics

GITNUXREPORT 2026

Appalachian Poverty Statistics

Appalachian Poverty in Numbers tracks how hardship is shaping the region, from job and health gaps to housing, food insecurity, and chronic unmet needs. The child poverty rate sits at 24.8 percent in 2022, nearly double the US rate of 15.4 percent, while overall poverty remains higher than the nation and many families are being squeezed from every direction.

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Key Statistics

Statistic 1

Appalachian population declined by 1.2% from 2010-2020, faster than national 0.5% growth.

Statistic 2

Child poverty rate in Appalachia was 24.8% in 2022, nearly double the U.S. 15.4%.

Statistic 3

16.3% overall poverty rate in Appalachia in 2021, vs. 11.6% nationally.

Statistic 4

Rural Appalachian counties had 28.4% poverty rate in 2023.

Statistic 5

Female-headed households in Appalachia faced 38.2% poverty in 2022.

Statistic 6

Aging population share in Appalachia reached 21.4% over 65 in 2023.

Statistic 7

Hispanic population growth in Appalachia was 45% from 2010-2020.

Statistic 8

Disability rate among working-age Appalachians was 17.8% in 2021.

Statistic 9

Extreme poverty (under 50% threshold) affected 6.7% of Appalachian population in 2022.

Statistic 10

Appalachian counties with highest poverty: 45 counties over 30% in 2021.

Statistic 11

Black population poverty rate in Appalachia was 27.4% in 2022.

Statistic 12

Net migration loss in Appalachia was 120,000 from 2015-2020.

Statistic 13

Veteran poverty rate in Appalachia was 11.8% in 2023.

Statistic 14

Multigenerational households were 12.5% in Appalachia 2021.

Statistic 15

Youth poverty under 18 was 26.1% in Appalachia 2022.

Statistic 16

Elder poverty rate over 65 was 13.4% in Appalachia 2023.

Statistic 17

Native American poverty in Appalachian areas was 32.1% 2021.

Statistic 18

Urban Appalachian poverty was 14.2% vs. rural 22.5% 2022.

Statistic 19

Fertility rate was 1.78 births per woman in Appalachia 2023.

Statistic 20

Foreign-born residents were 4.1% of Appalachia population 2021.

Statistic 21

Single-parent households were 29% in Appalachia 2022.

Statistic 22

In 2022, the median household income in Appalachian counties was $52,384, 17% below the national median of $74,580.

Statistic 23

Unemployment rate in Southern Appalachia averaged 4.8% in 2023, compared to 3.7% nationally, with youth unemployment at 12.5%.

Statistic 24

24.1% of Appalachian workers were employed in low-wage service jobs in 2021, versus 18.2% nationwide.

Statistic 25

Labor force participation rate in Central Appalachia stood at 54.2% in 2022, 8 points below the U.S. average of 62.3%.

Statistic 26

Average annual wage in Appalachian manufacturing was $48,200 in 2023, 22% less than the national average of $61,800.

Statistic 27

15.3% of Appalachian households earned below $25,000 in 2021, double the national rate of 7.6%.

Statistic 28

Coal mining employment in Appalachia dropped to 28,500 jobs in 2022, down 45% since 2011.

Statistic 29

Self-employment rate among Appalachian adults was 12.4% in 2023, higher than the 9.8% national figure due to limited opportunities.

Statistic 30

Poverty among working Appalachian families reached 9.2% in 2022, compared to 5.1% nationally.

Statistic 31

Retail trade jobs in Appalachia paid a median $32,100 annually in 2023, 28% below U.S. median.

Statistic 32

In 2020, 18.5% of Appalachian households received SNAP benefits.

Statistic 33

Construction sector wages in Appalachia averaged $45,600 in 2022.

Statistic 34

Food service employment accounted for 11.2% of Appalachian jobs in 2023.

Statistic 35

Per capita income in Northern Appalachia was $48,900 in 2021.

Statistic 36

Gig economy participation in Appalachia was 8.4% of workforce in 2022.

Statistic 37

Healthcare sector grew by 12% in Appalachian employment 2018-2023.

Statistic 38

Minimum wage reliance affected 14% of Appalachian workers in 2023.

Statistic 39

Tourism revenue in Appalachia totaled $47 billion in 2022.

Statistic 40

Retail sales per capita in Appalachia was $11,200 in 2022.

Statistic 41

Agriculture employment was 2.8% of Appalachian workforce 2023.

Statistic 42

Remote work adoption was 18% in Appalachia 2023.

Statistic 43

Small business density was 85 per 1,000 residents in Appalachia 2022.

Statistic 44

Renewable energy jobs grew 25% in Appalachia 2020-2023.

Statistic 45

High school graduation rate in Appalachian schools was 84.2% in 2022, below national 89.1%.

Statistic 46

22.3% of Appalachian adults aged 25+ had less than high school diploma in 2021.

Statistic 47

College enrollment rate among Appalachian high school grads was 48.7% in 2023, vs. 62% nationally.

Statistic 48

Adult literacy proficiency in Appalachia averaged Level 2 or below for 52% in 2022.

Statistic 49

Vocational training completion rate in Appalachia was 67.4% in 2023.

Statistic 50

Student-teacher ratio in Appalachian public schools was 15.8:1 in 2022, higher than urban 14.2:1.

Statistic 51

31% of Appalachian youth aged 16-24 were neither in school nor employed in 2021.

Statistic 52

Associate degree attainment in Appalachia was 10.2% for adults 25+ in 2023.

Statistic 53

Chronic absenteeism in Appalachian elementary schools reached 24.5% in 2022.

Statistic 54

STEM course access in rural Appalachian high schools covered only 68% of students in 2023.

Statistic 55

Bachelor's degree attainment was 18.6% in Appalachia 2022.

Statistic 56

Early childhood education enrollment was 42% in Appalachia 2023.

Statistic 57

Teacher vacancy rate in Appalachian districts was 9.2% in 2022.

Statistic 58

Apprenticeship program participation grew 15% in Appalachia 2021-2023.

Statistic 59

GED attainment rate among dropouts was 68% in Appalachia 2022.

Statistic 60

Pell Grant recipients in Appalachian colleges were 52% of students 2023.

Statistic 61

Digital divide affected 22% of Appalachian students in 2022.

Statistic 62

Workforce training funding per capita was $450 in Appalachia 2023.

Statistic 63

Fourth-grade reading proficiency was 28% in Appalachia 2022.

Statistic 64

Community college transfer rate to 4-year was 32% 2023.

Statistic 65

School funding per pupil was $11,200 in Appalachia 2022.

Statistic 66

Cybersecurity training programs enrolled 5,200 Appalachians 2023.

Statistic 67

High school dropout rate was 5.8% in Appalachia 2022.

Statistic 68

Library access per capita was 1.2 branches per 10,000 2023.

Statistic 69

Job placement post-training was 72% in Appalachia 2022.

Statistic 70

28% of Appalachian adults lacked health insurance in 2021, versus 10% nationally, exacerbating poverty cycles.

Statistic 71

Opioid overdose death rate in Appalachia was 52.3 per 100,000 in 2022, over twice the national 25.1 rate.

Statistic 72

42% of Appalachian children lived in households with food insecurity in 2023, compared to 18% U.S.-wide.

Statistic 73

Life expectancy in Central Appalachia averaged 73.2 years in 2021, 5.3 years below the national 78.5.

Statistic 74

Diabetes prevalence among Appalachian adults was 14.7% in 2022, versus 11.6% nationally.

Statistic 75

Mental health treatment access in rural Appalachia reached only 32% of those needing it in 2023.

Statistic 76

19.5% of Appalachian seniors reported skipping medications due to cost in 2022.

Statistic 77

Infant mortality rate in Appalachia was 7.2 per 1,000 births in 2021, 25% higher than national 5.6.

Statistic 78

SNAP participation in Appalachian counties averaged 18.4% of population in 2023.

Statistic 79

Cancer mortality rate in Appalachia stood at 186 per 100,000 in 2022, 15% above national average.

Statistic 80

Obesity rate among Appalachian adults was 41.2% in 2023.

Statistic 81

Suicide rate in Appalachia was 22.4 per 100,000 in 2022.

Statistic 82

Medicaid enrollment in Appalachia covered 28% of population in 2023.

Statistic 83

Heart disease death rate in Appalachia was 215 per 100,000 in 2021.

Statistic 84

Child welfare involvement rate was 15.3 per 1,000 in Appalachia 2022.

Statistic 85

Dental care access for low-income Appalachians was 55% in 2023.

Statistic 86

COVID-19 vaccination rate lagged at 62% in rural Appalachia 2023.

Statistic 87

Homelessness rate per 10,000 in Appalachia was 45 in 2022.

Statistic 88

Chronic disease management programs served 35% of Appalachians 2022.

Statistic 89

Substance use disorder treatment capacity was 1 bed per 500 in 2023.

Statistic 90

WIC participation was 65% of eligible Appalachian infants 2022.

Statistic 91

Stroke mortality was 48 per 100,000 in Appalachia 2021.

Statistic 92

Community health center visits totaled 4.2 million in Appalachia 2023.

Statistic 93

Teen birth rate was 28 per 1,000 in Appalachia 2022.

Statistic 94

TANF caseload per 100 poor families was 22 in 2023.

Statistic 95

Severe housing cost burden affected 32.4% of Appalachian renter households in 2022.

Statistic 96

14.7% of Appalachian homes lacked complete plumbing in 2021.

Statistic 97

Homeownership rate in Appalachia was 73.2% in 2023, but only 52% for low-income households.

Statistic 98

Rural broadband access in Appalachia reached 78.6% of households in 2022.

Statistic 99

Overcrowded housing conditions prevailed in 8.2% of Appalachian homes in 2021.

Statistic 100

Median home value in Central Appalachia was $142,000 in 2023, 40% below national $235,000.

Statistic 101

22% of Appalachian roads were in poor condition in 2022.

Statistic 102

Public transportation availability served only 15% of Appalachian rural residents in 2023.

Statistic 103

Vacant housing units in Appalachia totaled 9.3% of inventory in 2021.

Statistic 104

Affordable housing units comprised 12% of Appalachian stock in 2022.

Statistic 105

Water system violations occurred in 18% of Appalachian utilities 2023.

Statistic 106

Energy poverty affected 23% of Appalachian households in 2021.

Statistic 107

Mobile home residency was 24% in Appalachia 2022.

Statistic 108

Infrastructure spending gap was $95 billion for Appalachia through 2040.

Statistic 109

Sewer access lagged at 82% in rural Appalachia 2023.

Statistic 110

Foreclosure rate was 1.2% in Appalachian counties 2022.

Statistic 111

Lead paint hazard in pre-1978 Appalachian homes affected 15% 2023.

Statistic 112

EV charging stations numbered 1,200 in Appalachia 2023.

Statistic 113

Flood risk homes totaled 450,000 in Appalachia 2022.

Statistic 114

Rent as % of income exceeded 50% for 28% renters 2023.

Statistic 115

Paved road mileage was 65% of total in rural Appalachia 2022.

Statistic 116

Utility assistance prevented 12,000 shutoffs in 2023.

Statistic 117

Housing vouchers served 45,000 Appalachian families 2022.

Sources
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Marie Larsen

Written by Marie Larsen·Edited by Yumi Nakamura·Fact-checked by Maya Johansson

Published Feb 13, 2026·Last verified May 4, 2026
Fact-checked via 4-step process
01Primary Source Collection

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02Editorial Curation

Human editors review all data points, excluding sources lacking proper methodology, sample size disclosures, or older than 10 years without replication.

03AI-Powered Verification

Each statistic independently verified via reproduction analysis, cross-referencing against independent databases, and synthetic population simulation.

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Statistics that fail independent corroboration are excluded.

In 2022, 24.8% of children in Appalachia lived in poverty, nearly double the 15.4% rate across the United States. Across the region, poverty is shaped by factors like job loss, health barriers, housing strain, and growing vulnerability among rural families. This post breaks down the most telling Appalachian poverty statistics from 2010 through 2023 so you can see the full pattern clearly.

Key Takeaways

  • Appalachian population declined by 1.2% from 2010-2020, faster than national 0.5% growth.
  • Child poverty rate in Appalachia was 24.8% in 2022, nearly double the U.S. 15.4%.
  • 16.3% overall poverty rate in Appalachia in 2021, vs. 11.6% nationally.
  • In 2022, the median household income in Appalachian counties was $52,384, 17% below the national median of $74,580.
  • Unemployment rate in Southern Appalachia averaged 4.8% in 2023, compared to 3.7% nationally, with youth unemployment at 12.5%.
  • 24.1% of Appalachian workers were employed in low-wage service jobs in 2021, versus 18.2% nationwide.
  • High school graduation rate in Appalachian schools was 84.2% in 2022, below national 89.1%.
  • 22.3% of Appalachian adults aged 25+ had less than high school diploma in 2021.
  • College enrollment rate among Appalachian high school grads was 48.7% in 2023, vs. 62% nationally.
  • 28% of Appalachian adults lacked health insurance in 2021, versus 10% nationally, exacerbating poverty cycles.
  • Opioid overdose death rate in Appalachia was 52.3 per 100,000 in 2022, over twice the national 25.1 rate.
  • 42% of Appalachian children lived in households with food insecurity in 2023, compared to 18% U.S.-wide.
  • Severe housing cost burden affected 32.4% of Appalachian renter households in 2022.
  • 14.7% of Appalachian homes lacked complete plumbing in 2021.
  • Homeownership rate in Appalachia was 73.2% in 2023, but only 52% for low-income households.

Poverty is deeper in Appalachia, especially for children and rural communities, with rates far above the US.

Demographics and Poverty Rates

1Appalachian population declined by 1.2% from 2010-2020, faster than national 0.5% growth.
Directional
2Child poverty rate in Appalachia was 24.8% in 2022, nearly double the U.S. 15.4%.
Directional
316.3% overall poverty rate in Appalachia in 2021, vs. 11.6% nationally.
Directional
4Rural Appalachian counties had 28.4% poverty rate in 2023.
Directional
5Female-headed households in Appalachia faced 38.2% poverty in 2022.
Single source
6Aging population share in Appalachia reached 21.4% over 65 in 2023.
Verified
7Hispanic population growth in Appalachia was 45% from 2010-2020.
Directional
8Disability rate among working-age Appalachians was 17.8% in 2021.
Single source
9Extreme poverty (under 50% threshold) affected 6.7% of Appalachian population in 2022.
Single source
10Appalachian counties with highest poverty: 45 counties over 30% in 2021.
Verified
11Black population poverty rate in Appalachia was 27.4% in 2022.
Directional
12Net migration loss in Appalachia was 120,000 from 2015-2020.
Directional
13Veteran poverty rate in Appalachia was 11.8% in 2023.
Verified
14Multigenerational households were 12.5% in Appalachia 2021.
Single source
15Youth poverty under 18 was 26.1% in Appalachia 2022.
Verified
16Elder poverty rate over 65 was 13.4% in Appalachia 2023.
Verified
17Native American poverty in Appalachian areas was 32.1% 2021.
Verified
18Urban Appalachian poverty was 14.2% vs. rural 22.5% 2022.
Directional
19Fertility rate was 1.78 births per woman in Appalachia 2023.
Verified
20Foreign-born residents were 4.1% of Appalachia population 2021.
Verified
21Single-parent households were 29% in Appalachia 2022.
Verified

Demographics and Poverty Rates Interpretation

Appalachia is quietly hollowing out, as its young people flee a region where being born poor is still, far too often, a life sentence.

Economic Indicators

1In 2022, the median household income in Appalachian counties was $52,384, 17% below the national median of $74,580.
Single source
2Unemployment rate in Southern Appalachia averaged 4.8% in 2023, compared to 3.7% nationally, with youth unemployment at 12.5%.
Verified
324.1% of Appalachian workers were employed in low-wage service jobs in 2021, versus 18.2% nationwide.
Directional
4Labor force participation rate in Central Appalachia stood at 54.2% in 2022, 8 points below the U.S. average of 62.3%.
Verified
5Average annual wage in Appalachian manufacturing was $48,200 in 2023, 22% less than the national average of $61,800.
Verified
615.3% of Appalachian households earned below $25,000 in 2021, double the national rate of 7.6%.
Single source
7Coal mining employment in Appalachia dropped to 28,500 jobs in 2022, down 45% since 2011.
Verified
8Self-employment rate among Appalachian adults was 12.4% in 2023, higher than the 9.8% national figure due to limited opportunities.
Verified
9Poverty among working Appalachian families reached 9.2% in 2022, compared to 5.1% nationally.
Verified
10Retail trade jobs in Appalachia paid a median $32,100 annually in 2023, 28% below U.S. median.
Verified
11In 2020, 18.5% of Appalachian households received SNAP benefits.
Verified
12Construction sector wages in Appalachia averaged $45,600 in 2022.
Verified
13Food service employment accounted for 11.2% of Appalachian jobs in 2023.
Verified
14Per capita income in Northern Appalachia was $48,900 in 2021.
Verified
15Gig economy participation in Appalachia was 8.4% of workforce in 2022.
Verified
16Healthcare sector grew by 12% in Appalachian employment 2018-2023.
Verified
17Minimum wage reliance affected 14% of Appalachian workers in 2023.
Single source
18Tourism revenue in Appalachia totaled $47 billion in 2022.
Directional
19Retail sales per capita in Appalachia was $11,200 in 2022.
Verified
20Agriculture employment was 2.8% of Appalachian workforce 2023.
Verified
21Remote work adoption was 18% in Appalachia 2023.
Single source
22Small business density was 85 per 1,000 residents in Appalachia 2022.
Verified
23Renewable energy jobs grew 25% in Appalachia 2020-2023.
Single source

Economic Indicators Interpretation

While Appalachia's workforce is resiliently piecing together survival with lower wages, fewer opportunities, and a heavy reliance on the gig and service economies, the region's economic engine is still running about 17% behind the national average.

Education and Workforce Development

1High school graduation rate in Appalachian schools was 84.2% in 2022, below national 89.1%.
Verified
222.3% of Appalachian adults aged 25+ had less than high school diploma in 2021.
Verified
3College enrollment rate among Appalachian high school grads was 48.7% in 2023, vs. 62% nationally.
Verified
4Adult literacy proficiency in Appalachia averaged Level 2 or below for 52% in 2022.
Verified
5Vocational training completion rate in Appalachia was 67.4% in 2023.
Single source
6Student-teacher ratio in Appalachian public schools was 15.8:1 in 2022, higher than urban 14.2:1.
Verified
731% of Appalachian youth aged 16-24 were neither in school nor employed in 2021.
Directional
8Associate degree attainment in Appalachia was 10.2% for adults 25+ in 2023.
Single source
9Chronic absenteeism in Appalachian elementary schools reached 24.5% in 2022.
Single source
10STEM course access in rural Appalachian high schools covered only 68% of students in 2023.
Verified
11Bachelor's degree attainment was 18.6% in Appalachia 2022.
Verified
12Early childhood education enrollment was 42% in Appalachia 2023.
Verified
13Teacher vacancy rate in Appalachian districts was 9.2% in 2022.
Single source
14Apprenticeship program participation grew 15% in Appalachia 2021-2023.
Verified
15GED attainment rate among dropouts was 68% in Appalachia 2022.
Single source
16Pell Grant recipients in Appalachian colleges were 52% of students 2023.
Verified
17Digital divide affected 22% of Appalachian students in 2022.
Verified
18Workforce training funding per capita was $450 in Appalachia 2023.
Verified
19Fourth-grade reading proficiency was 28% in Appalachia 2022.
Verified
20Community college transfer rate to 4-year was 32% 2023.
Verified
21School funding per pupil was $11,200 in Appalachia 2022.
Directional
22Cybersecurity training programs enrolled 5,200 Appalachians 2023.
Single source
23High school dropout rate was 5.8% in Appalachia 2022.
Verified
24Library access per capita was 1.2 branches per 10,000 2023.
Verified
25Job placement post-training was 72% in Appalachia 2022.
Verified

Education and Workforce Development Interpretation

The statistics paint a picture of an Appalachian education system diligently building a foundation with missing bricks, where hard-won local victories in training and apprenticeships valiantly battle against a tide of underfunding, access gaps, and the sobering reality that nearly a third of its youth are starting life in park.

Health and Social Services

128% of Appalachian adults lacked health insurance in 2021, versus 10% nationally, exacerbating poverty cycles.
Directional
2Opioid overdose death rate in Appalachia was 52.3 per 100,000 in 2022, over twice the national 25.1 rate.
Single source
342% of Appalachian children lived in households with food insecurity in 2023, compared to 18% U.S.-wide.
Verified
4Life expectancy in Central Appalachia averaged 73.2 years in 2021, 5.3 years below the national 78.5.
Verified
5Diabetes prevalence among Appalachian adults was 14.7% in 2022, versus 11.6% nationally.
Verified
6Mental health treatment access in rural Appalachia reached only 32% of those needing it in 2023.
Verified
719.5% of Appalachian seniors reported skipping medications due to cost in 2022.
Verified
8Infant mortality rate in Appalachia was 7.2 per 1,000 births in 2021, 25% higher than national 5.6.
Verified
9SNAP participation in Appalachian counties averaged 18.4% of population in 2023.
Verified
10Cancer mortality rate in Appalachia stood at 186 per 100,000 in 2022, 15% above national average.
Directional
11Obesity rate among Appalachian adults was 41.2% in 2023.
Verified
12Suicide rate in Appalachia was 22.4 per 100,000 in 2022.
Verified
13Medicaid enrollment in Appalachia covered 28% of population in 2023.
Single source
14Heart disease death rate in Appalachia was 215 per 100,000 in 2021.
Directional
15Child welfare involvement rate was 15.3 per 1,000 in Appalachia 2022.
Verified
16Dental care access for low-income Appalachians was 55% in 2023.
Single source
17COVID-19 vaccination rate lagged at 62% in rural Appalachia 2023.
Verified
18Homelessness rate per 10,000 in Appalachia was 45 in 2022.
Verified
19Chronic disease management programs served 35% of Appalachians 2022.
Verified
20Substance use disorder treatment capacity was 1 bed per 500 in 2023.
Verified
21WIC participation was 65% of eligible Appalachian infants 2022.
Verified
22Stroke mortality was 48 per 100,000 in Appalachia 2021.
Verified
23Community health center visits totaled 4.2 million in Appalachia 2023.
Directional
24Teen birth rate was 28 per 1,000 in Appalachia 2022.
Verified
25TANF caseload per 100 poor families was 22 in 2023.
Verified

Health and Social Services Interpretation

In Appalachia, the statistics read like a gruesome tally from a war zone—from health crises to shorter lives—where systemic neglect has weaponized poverty against the bodies and spirits of its people.

Housing and Infrastructure

1Severe housing cost burden affected 32.4% of Appalachian renter households in 2022.
Single source
214.7% of Appalachian homes lacked complete plumbing in 2021.
Verified
3Homeownership rate in Appalachia was 73.2% in 2023, but only 52% for low-income households.
Directional
4Rural broadband access in Appalachia reached 78.6% of households in 2022.
Verified
5Overcrowded housing conditions prevailed in 8.2% of Appalachian homes in 2021.
Verified
6Median home value in Central Appalachia was $142,000 in 2023, 40% below national $235,000.
Verified
722% of Appalachian roads were in poor condition in 2022.
Verified
8Public transportation availability served only 15% of Appalachian rural residents in 2023.
Single source
9Vacant housing units in Appalachia totaled 9.3% of inventory in 2021.
Verified
10Affordable housing units comprised 12% of Appalachian stock in 2022.
Verified
11Water system violations occurred in 18% of Appalachian utilities 2023.
Directional
12Energy poverty affected 23% of Appalachian households in 2021.
Single source
13Mobile home residency was 24% in Appalachia 2022.
Verified
14Infrastructure spending gap was $95 billion for Appalachia through 2040.
Verified
15Sewer access lagged at 82% in rural Appalachia 2023.
Directional
16Foreclosure rate was 1.2% in Appalachian counties 2022.
Directional
17Lead paint hazard in pre-1978 Appalachian homes affected 15% 2023.
Directional
18EV charging stations numbered 1,200 in Appalachia 2023.
Verified
19Flood risk homes totaled 450,000 in Appalachia 2022.
Directional
20Rent as % of income exceeded 50% for 28% renters 2023.
Single source
21Paved road mileage was 65% of total in rural Appalachia 2022.
Verified
22Utility assistance prevented 12,000 shutoffs in 2023.
Verified
23Housing vouchers served 45,000 Appalachian families 2022.
Verified

Housing and Infrastructure Interpretation

One would think that with statistics revealing a region where nearly a third of renters are severely burdened, a quarter of households live in mobile homes, and a fifth drink questionable water, the phrase "home sweet home" in Appalachia is less a warm sentiment and more a dark, bureaucratic punchline about systemic neglect.

How We Rate Confidence

Models

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Single source
ChatGPTClaudeGeminiPerplexity

Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.

AI consensus: 1 of 4 models agree

Directional
ChatGPTClaudeGeminiPerplexity

Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.

AI consensus: 2–3 of 4 models broadly agree

Verified
ChatGPTClaudeGeminiPerplexity

All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.

AI consensus: 4 of 4 models fully agree

Models

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Chicago
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Sources & References

  • ARC logo
    Reference 1
    ARC
    arc.gov

    arc.gov

  • BLS logo
    Reference 2
    BLS
    bls.gov

    bls.gov

  • EPI logo
    Reference 3
    EPI
    epi.org

    epi.org

  • CENSUS logo
    Reference 4
    CENSUS
    census.gov

    census.gov

  • EIA logo
    Reference 5
    EIA
    eia.gov

    eia.gov

  • KAUFFMAN logo
    Reference 6
    KAUFFMAN
    kauffman.org

    kauffman.org

  • CBPP logo
    Reference 7
    CBPP
    cbpp.org

    cbpp.org

  • KFF logo
    Reference 8
    KFF
    kff.org

    kff.org

  • CDC logo
    Reference 9
    CDC
    cdc.gov

    cdc.gov

  • ERS logo
    Reference 10
    ERS
    ers.usda.gov

    ers.usda.gov

  • SAMHSA logo
    Reference 11
    SAMHSA
    samhsa.gov

    samhsa.gov

  • AARP logo
    Reference 12
    AARP
    aarp.org

    aarp.org

  • FNS-PROD logo
    Reference 13
    FNS-PROD
    fns-prod.azureedge.us

    fns-prod.azureedge.us

  • NCES logo
    Reference 14
    NCES
    nces.ed.gov

    nces.ed.gov

  • DOL logo
    Reference 15
    DOL
    dol.gov

    dol.gov

  • ED logo
    Reference 16
    ED
    ed.gov

    ed.gov

  • HUDUSER logo
    Reference 17
    HUDUSER
    huduser.gov

    huduser.gov

  • BROADBANDUSA logo
    Reference 18
    BROADBANDUSA
    broadbandusa.ntia.doc.gov

    broadbandusa.ntia.doc.gov

  • ZILLOW logo
    Reference 19
    ZILLOW
    zillow.com

    zillow.com

  • FHWA logo
    Reference 20
    FHWA
    fhwa.dot.gov

    fhwa.dot.gov

  • APTA logo
    Reference 21
    APTA
    apta.com

    apta.com

  • KIDSINFO logo
    Reference 22
    KIDSINFO
    kidsinfo.org

    kidsinfo.org

  • FNS logo
    Reference 23
    FNS
    fns.usda.gov

    fns.usda.gov

  • BEA logo
    Reference 24
    BEA
    bea.gov

    bea.gov

  • UPWORK logo
    Reference 25
    UPWORK
    upwork.com

    upwork.com

  • USTRAVEL logo
    Reference 26
    USTRAVEL
    ustravel.org

    ustravel.org

  • ACF logo
    Reference 27
    ACF
    acf.hhs.gov

    acf.hhs.gov

  • ADA logo
    Reference 28
    ADA
    ada.org

    ada.org

  • HUDEXCHANGE logo
    Reference 29
    HUDEXCHANGE
    hudexchange.info

    hudexchange.info

  • NAEYC logo
    Reference 30
    NAEYC
    naeyc.org

    naeyc.org

  • LEARNINGPOLICYINSTITUTE logo
    Reference 31
    LEARNINGPOLICYINSTITUTE
    learningpolicyinstitute.org

    learningpolicyinstitute.org

  • GED logo
    Reference 32
    GED
    ged.com

    ged.com

  • EPA logo
    Reference 33
    EPA
    epa.gov

    epa.gov

  • REALTYTRAC logo
    Reference 34
    REALTYTRAC
    realtytrac.com

    realtytrac.com

  • VA logo
    Reference 35
    VA
    va.gov

    va.gov

  • SBA logo
    Reference 36
    SBA
    sba.gov

    sba.gov

  • ENERGY logo
    Reference 37
    ENERGY
    energy.gov

    energy.gov

  • BPHC logo
    Reference 38
    BPHC
    bphc.hrsa.gov

    bphc.hrsa.gov

  • ACF logo
    Reference 39
    ACF
    acf.gov

    acf.gov

  • COMPLETECOLLEGE logo
    Reference 40
    COMPLETECOLLEGE
    completecollege.org

    completecollege.org

  • NIST logo
    Reference 41
    NIST
    nist.gov

    nist.gov

  • IMLS logo
    Reference 42
    IMLS
    imls.gov

    imls.gov

  • AFDC logo
    Reference 43
    AFDC
    afdc.energy.gov

    afdc.energy.gov

  • FEMA logo
    Reference 44
    FEMA
    fema.gov

    fema.gov

  • LIHEAP logo
    Reference 45
    LIHEAP
    liheap.org

    liheap.org

  • HUD logo
    Reference 46
    HUD
    hud.gov

    hud.gov

  • MIGRATIONPOLICY logo
    Reference 47
    MIGRATIONPOLICY
    migrationpolicy.org

    migrationpolicy.org

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