About this index & how it's been checked
The Aging Vulnerability Index (AVI) is this platform's own construction, modeled on the CDC/ATSDR Social Vulnerability Index methodology but not a CDC product and not independently validated. It combines Census ACS data on the population 65 and older — demographic aging pressure, economic precarity, health/disability/isolation, and housing/transportation burden — into a single percentile ranking of U.S. counties. The underlying inputs are official Census data; the index construction and weighting are this platform's own.
Reference-county check
A face-validity check against real counties with well-documented age profiles — the same method used to calibrate this platform's seasonal-community threshold. Higher percentile = more aging-vulnerable.
- ✓ Sumter County, FL — 79.8th percentile (expected HIGH, The Villages — often cited as the oldest-median-age U.S. county)
- ✓ Charlotte County, FL — 90.8th percentile (expected HIGH, Retirement destination)
- ✓ Citrus County, FL — 88.1th percentile (expected HIGH, Retirement destination)
- ✓ Highlands County, FL — 95.9th percentile (expected HIGH, Retirement destination)
- ✓ Brazos County, TX — 17.0th percentile (expected LOW, Texas A&M)
- ✓ Story County, IA — 8.9th percentile (expected LOW, Iowa State)
- ✓ Whitman County, WA — 10.3th percentile (expected LOW, Washington State University)
- ✓ Tompkins County, NY — 7.6th percentile (expected LOW, Cornell)
Highest / lowest AVI by county population
Under 50,000
Highest
- Catron County, NM — 100.0th pctile (pop. 3,743)
- De Baca County, NM — 99.9th pctile (pop. 1,576)
- Ozark County, MO — 99.8th pctile (pop. 8,873)
- Scott County, VA — 99.6th pctile (pop. 21,479)
- Harney County, OR — 99.6th pctile (pop. 7,499)
Lowest
- Martin County, TX — 0.0th pctile (pop. 5,218)
- Jim Hogg County, TX — 0.1th pctile (pop. 4,727)
- Haskell County, KS — 0.1th pctile (pop. 3,641)
- Hanson County, SD — 0.1th pctile (pop. 3,472)
- Trousdale County, TN — 0.2th pctile (pop. 11,957)
50,000-99,999
Highest
- Nye County, NV — 96.7th pctile (pop. 54,344)
- Gila County, AZ — 96.7th pctile (pop. 53,795)
- Raleigh County, WV — 96.0th pctile (pop. 73,195)
- Wilkes County, NC — 95.6th pctile (pop. 65,935)
- Pittsylvania County, VA — 94.0th pctile (pop. 59,856)
Lowest
- Oldham County, KY — 0.0th pctile (pop. 69,257)
- Eagle County, CO — 0.2th pctile (pop. 55,135)
- Lincoln County, SD — 0.5th pctile (pop. 70,638)
- Johnson County, MO — 0.9th pctile (pop. 54,732)
- Lafayette County, MS — 1.3th pctile (pop. 58,327)
100,000-299,999
Highest
- Highlands County, FL — 95.9th pctile (pop. 105,702)
- Mohave County, AZ — 93.9th pctile (pop. 220,517)
- Douglas County, OR — 93.0th pctile (pop. 112,072)
- Charlotte County, FL — 90.8th pctile (pop. 201,064)
- Indian River County, FL — 90.3th pctile (pop. 166,936)
Lowest
- Union County, NC — 0.8th pctile (pop. 250,958)
- Scott County, MN — 1.1th pctile (pop. 154,557)
- Williamson County, TN — 1.2th pctile (pop. 260,351)
- St. Mary's County, MD — 1.3th pctile (pop. 115,126)
- Dallas County, IA — 1.5th pctile (pop. 107,968)
300,000 and higher
Highest
- Pinellas County, FL — 90.1th pctile (pop. 963,481)
- Collier County, FL — 89.9th pctile (pop. 398,291)
- Marion County, FL — 87.1th pctile (pop. 400,078)
- Lee County, FL — 86.1th pctile (pop. 817,666)
- Palm Beach County, FL — 85.0th pctile (pop. 1,533,806)
Lowest
- Hamilton County, IN — 0.6th pctile (pop. 365,056)
- Prince William Count, VA — 2.1th pctile (pop. 488,880)
- Davis County, UT — 2.1th pctile (pop. 370,924)
- Douglas County, CO — 2.2th pctile (pop. 377,150)
- Loudoun County, VA — 2.4th pctile (pop. 432,998)
Muskogee County — Aging Vulnerability Index by census tract
Candidate index, not validated against ground truth — 2020–2024 ACS 5-year
Muskogee County — Aging Vulnerability Index by census tract
Where this is
Shading: Aging Vulnerability Index
Lower (44 to 51)Lower-middle (53 to 62)Middle (71 to 78)Upper-middle (79 to 82)Higher (83 to 94)
Each unit is shaded by its Aging Vulnerability Index value and grouped into equal-count bands (quantiles) against the other units shown — lighter = lower, darker = higher. It ranks position among the units in view; it does not grade places, and the ranges shift with which units are shown.
The map is bounded to this parent geography — it shows the selected unit among its own siblings only, the same depth rule the drill-down uses. Shading ranks position on the measure among the units shown; it does not grade places.
The panel shows the county overview. Click a tract for its own percentile and theme scores — the county overview stays visible alongside it for comparison.
Median tract: 73rd percentile (among all U.S. tracts).
These tracts span the 44th percentile to the 94th percentile. The width of that range is the internal disparity.
Widest spread across these tracts: Housing & Transportation, 65+ — this theme most separates the higher- and lower-ranked tracts here.
AVI ranks each tract's position relative to a comparison set; it is not averaged into one number for the area, because percentiles do not average meaningfully. The distribution — median, range, and shape below — is the summary.
Tract 11.00 — 94th percentile — Well above the median 5 of 12 flagged
Driven by Demographic Aging Pressure ‡ (above), Health, Disability & Isolation ‡ (well above), Housing & Transportation, 65+ ‡ (above) and Social Isolation (well above); near the median on Economic Precarity, 65+.
‡ theme includes at least one flagged input.
Tract 8.01 — 89th percentile — Well above the median 4 of 12 flagged
Driven by Demographic Aging Pressure (above), Housing & Transportation, 65+ ‡ (well above) and Social Isolation (well above); near the median on Economic Precarity, 65+ ‡ and Health, Disability & Isolation ‡.
‡ theme includes at least one flagged input.
Tract 2.00 — 86th percentile — Well above the median 2 of 12 flagged
Driven by Demographic Aging Pressure ‡ (above), Economic Precarity, 65+ (well above), Health, Disability & Isolation (well above) and Social Isolation (well above); below the median on Housing & Transportation, 65+ ‡.
‡ theme includes at least one flagged input.
Tract 16.00 — 83rd percentile — Well above the median 5 of 12 flagged
Driven by Demographic Aging Pressure ‡ (above), Economic Precarity, 65+ ‡ (above) and Social Isolation (well above); near the median on Health, Disability & Isolation ‡; below the median on Housing & Transportation, 65+ ‡.
‡ theme includes at least one flagged input.
Tract 8.02 — 82nd percentile — Well above the median 5 of 12 flagged
Driven by Demographic Aging Pressure ‡ (above), Health, Disability & Isolation ‡ (above), Housing & Transportation, 65+ ‡ (well above) and Social Isolation (well above); below the median on Economic Precarity, 65+ ‡.
‡ theme includes at least one flagged input.
Tract 14.02 — 80th percentile — Above the median 5 of 12 flagged
Driven by Demographic Aging Pressure ‡ (above), Health, Disability & Isolation ‡ (above) and Housing & Transportation, 65+ ‡ (well above); near the median on Economic Precarity, 65+ ‡ and Social Isolation.
‡ theme includes at least one flagged input.
Tract 4.00 — 79th percentile — Above the median 6 of 12 flagged
Driven by Economic Precarity, 65+ ‡ (well above) and Social Isolation ‡ (well above); near the median on Demographic Aging Pressure ‡, Health, Disability & Isolation ‡ and Housing & Transportation, 65+ ‡.
‡ theme includes at least one flagged input.
Tract 1.00 — 79th percentile — Above the median 5 of 12 flagged
Driven by Economic Precarity, 65+ (well above), Health, Disability & Isolation ‡ (well above) and Social Isolation ‡ (well above); near the median on Demographic Aging Pressure ‡; below the median on Housing & Transportation, 65+ ‡.
‡ theme includes at least one flagged input.
Tract 9.02 — 78th percentile — Above the median 6 of 12 flagged
Driven by Economic Precarity, 65+ ‡ (well above), Health, Disability & Isolation ‡ (well above), Housing & Transportation, 65+ ‡ (above) and Social Isolation (well above); below the median on Demographic Aging Pressure ‡.
‡ theme includes at least one flagged input.
Tract 3.00 — 74th percentile — Above the median 5 of 12 flagged
Driven by Economic Precarity, 65+ (well above), Health, Disability & Isolation ‡ (above), Housing & Transportation, 65+ ‡ (well above) and Social Isolation ‡ (well above); below the median on Demographic Aging Pressure ‡.
‡ theme includes at least one flagged input.
Tract 15.02 — 73rd percentile — Above the median 7 of 12 flagged
Driven by Demographic Aging Pressure ‡ (above), Economic Precarity, 65+ (well above) and Health, Disability & Isolation ‡ (above); near the median on Social Isolation ‡; below the median on Housing & Transportation, 65+ ‡.
‡ theme includes at least one flagged input.
Tract 13.01 — 71st percentile — Above the median 6 of 12 flagged
Driven by Demographic Aging Pressure ‡ (well above), Economic Precarity, 65+ ‡ (above) and Health, Disability & Isolation ‡ (well above); below the median on Housing & Transportation, 65+ and Social Isolation ‡.
‡ theme includes at least one flagged input.
Tract 15.01 — 62nd percentile — Above the median 4 of 12 flagged
Driven by Economic Precarity, 65+ (above), Housing & Transportation, 65+ ‡ (above) and Social Isolation (above); near the median on Demographic Aging Pressure ‡; below the median on Health, Disability & Isolation ‡.
‡ theme includes at least one flagged input.
Tract 9.01 — 59th percentile — Near the median 6 of 12 flagged
Driven by Economic Precarity, 65+ ‡ (above), Health, Disability & Isolation ‡ (above), Housing & Transportation, 65+ ‡ (above) and Social Isolation ‡ (above); below the median on Demographic Aging Pressure ‡.
‡ theme includes at least one flagged input.
Tract 14.01 — 55th percentile — Near the median 6 of 12 flagged
Driven by Housing & Transportation, 65+ ‡ (well above); near the median on Demographic Aging Pressure ‡, Economic Precarity, 65+ ‡, Health, Disability & Isolation ‡ and Social Isolation ‡.
‡ theme includes at least one flagged input.
Tract 10.00 — 53rd percentile — Near the median 6 of 12 flagged
Driven by Economic Precarity, 65+ (well above), Health, Disability & Isolation ‡ (above) and Housing & Transportation, 65+ ‡ (well above); near the median on Social Isolation ‡; below the median on Demographic Aging Pressure ‡.
‡ theme includes at least one flagged input.
Tract 7.00 — 51st percentile — Near the median 4 of 12 flagged
Driven by Economic Precarity, 65+ (above), Health, Disability & Isolation ‡ (well above) and Social Isolation (well above); below the median on Demographic Aging Pressure ‡ and Housing & Transportation, 65+ ‡.
‡ theme includes at least one flagged input.
Tract 12.00 — 50th percentile — Near the median 5 of 12 flagged
Driven by Social Isolation ‡ (well above); near the median on Demographic Aging Pressure; below the median on Economic Precarity, 65+ ‡, Health, Disability & Isolation ‡ and Housing & Transportation, 65+ ‡.
‡ theme includes at least one flagged input.
Tract 6.00 — 45th percentile — Near the median 5 of 12 flagged
Driven by Health, Disability & Isolation (well above) and Social Isolation ‡ (above); below the median on Demographic Aging Pressure ‡, Economic Precarity, 65+ ‡ and Housing & Transportation, 65+ ‡.
‡ theme includes at least one flagged input.
Tract 13.02 — 44th percentile — Near the median 7 of 12 flagged
Driven by Health, Disability & Isolation ‡ (above) and Housing & Transportation, 65+ ‡ (well above); near the median on Social Isolation ‡; below the median on Demographic Aging Pressure ‡ and Economic Precarity, 65+ ‡.
‡ theme includes at least one flagged input.
AVI = a candidate Aging Vulnerability Index, computed by this platform from American Community Survey 2020–2024 5-year estimates, following the same method shape (percentile rank -> theme sum -> re-rank -> overall) as the CDC/ATSDR SVI this platform also recomputes — but AVI itself has no published ground truth to validate against. It is a first-cut, directional design. Percentiles rank each tract against all U.S. tracts.
Several of AVI's 12 input signals carry a documented high margin of error at this grain (most notably lack of health insurance, 65+) and are kept in the index with a flag rather than dropped, to preserve variable coverage. A tract's flag count (shown per-tract above) is a direct measure of how much its rank should be read as directional rather than precise.