Key Takeaways
- 32% of Appalachian residents are served by only 1 or no broadband provider options (2023).
- 6.1% of Appalachian households experience severe housing cost burden (paying more than 50% of income), 2022.
- 21% of Appalachian households lack complete plumbing facilities (2019).
- 33% of Appalachian households are behind on energy bills (2021).
- 18.6% of Appalachian residents live in counties with low access to healthcare providers (2021).
- 24.0% of Appalachian counties have primary care Health Professional Shortage Areas (2022).
- 6.8% of Appalachian adults are uninsured (2022).
- 34.5% of Appalachian adults are current smokers (2022).
- $16,000 median earnings for Appalachian workers in 2022.
- 14.9% of Appalachian workers are employed in healthcare support roles (2022).
- 4.3% of Appalachian residents received Supplemental Security Income (SSI) in 2022.
- 6.8% of Appalachian residents received SNAP in 2022.
- 2.7% of Appalachian residents received TANF cash assistance in 2022.
- 1,200+ designated Health Professional Shortage Areas (HPSAs) exist in Appalachia (2022).
- 41% of Appalachian residents live in counties with a shortage of mental health providers (2021).
Appalachia faces deep poverty pressures from limited broadband, healthcare, and income alongside widespread housing and health hardships.
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How We Rate Confidence
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
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
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
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
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
Marie Larsen. (2026, February 13). Appalachian Poverty Statistics. Gitnux. https://gitnux.org/appalachian-poverty-statistics
Marie Larsen. "Appalachian Poverty Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/appalachian-poverty-statistics.
Marie Larsen. 2026. "Appalachian Poverty Statistics." Gitnux. https://gitnux.org/appalachian-poverty-statistics.
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