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ZipVitals

ZIP code

38221

in Big Sandy, TennesseePopulation 3,098

33.96/ 100

Ranked #29,752 of 32,066 US ZIPs (bottom 7.3%)

Ranked #528 of 616 Tennessee ZIPs (bottom 14.3%)

Ranks are modeled estimates — ZIPs a few hundred places apart are effectively tied.

Robust across all 9 health domains

What defines this ZIP

Metrics where this ZIP sits in the tails of the national distribution — the ones that most set it apart. Select any tile for its definition and methodology.

Arsenic in groundwater

1.1%

in the bottom 3.9% nationally

Lower is healthier

ST6th
US4th
Definition & source ›

The modeled probability that untreated groundwater in this area — the source private wells draw on — exceeds the federal arsenic limit of 10 micrograms per liter.

A modeled likelihood for untreated groundwater, the source drawn on by private wells, which are federally unregulated. It is not a measurement of treated water delivered by a public system, and it is not a test of any individual well.

Full methodology ›

Coronary heart disease

11.0%

in the top 4.3% nationally

Lower is healthier

ST95th
US96th
Definition & source ›

The estimated share of adults who have been told by a health professional that they have coronary heart disease or angina.

Full methodology ›

Mobility disability

23.7%

in the top 5.4% nationally

Lower is healthier

ST90th
US95th
Definition & source ›

The estimated share of adults with serious difficulty walking or climbing stairs.

Full methodology ›

High blood pressure

48.6%

in the top 5.1% nationally

Lower is healthier

ST93rd
US95th
Definition & source ›

The estimated share of adults who have been told by a health professional that they have high blood pressure.

Full methodology ›

Hearing disability

11.6%

in the top 6.0% nationally

Lower is healthier

ST95th
US94th
Definition & source ›

The estimated share of adults who are deaf or have serious difficulty hearing.

Full methodology ›

High cholesterol

45.1%

in the top 4.2% nationally

Lower is healthier

ST94th
US96th
Definition & source ›

The estimated share of adults with high cholesterol, among those who have ever been screened for it.

Full methodology ›

Diabetes

18.3%

in the top 7.2% nationally

Lower is healthier

ST90th
US93rd
Definition & source ›

The estimated share of adults who have been diagnosed with diabetes.

Full methodology ›

Stroke

5.5%

in the top 7.8% nationally

Lower is healthier

ST91st
US92nd
Definition & source ›

The estimated share of adults who have been told by a health professional that they have had a stroke.

Full methodology ›

Fair or poor health

29.3%

in the top 9.8% nationally

Lower is healthier

ST83rd
US90th
Definition & source ›

The estimated share of adults who rate their own general health as fair or poor.

Full methodology ›

Home broadband subscription

75%

in the bottom 10.0% nationally

Higher is healthier

ST8th
US10th
Definition & source ›

The share of households with a broadband internet subscription.

Full methodology ›

The read

By the composite measure, Big Sandy, Tennessee (ZIP 38221) sits in the bottom 7.3% nationally (29,752nd) and the bottom 14.3% of Tennessee (528th).

continue reading

The readings split fairly evenly between strengths and concerns: modeled arsenic resides in the bottom 3.9% nationally. Working the other way, modeled coronary heart disease lies in the top 4.3% nationally, mobility disability settles in the top 5.4% nationally, and high blood pressure stands in the top 5.1% nationally. Modeled hearing disability is in the top 6.0% nationally, and high cholesterol rests in the top 4.2% nationally. Modeled diabetes sits in the top 7.2% nationally, and stroke registers in the top 7.8% nationally. Modeled fair or poor health lands in the top 9.8% nationally, and home broadband subscription resides in the bottom 10.0% nationally.

In plain language, arsenic is a natural groundwater contaminant, here a modeled estimate of the chance private-well levels exceed a benchmark. ZIP 37175, just across the boundary, ranks healthier overall.

What’s driving this score

Nine domains make up the ZipVitals Score — here is how this ZIP does on each, and how much each one counts.

Compared with the ZIP codes measured across all nine scoring domains — not with all US ZIP codes.

Compare within

Lifting this score

Environmental Hazard

healthier than 78%

14%

About typical

Preventive Care

healthier than 40%

13%

Holding it back

Chronic Disease Burden

healthier than 4%

21%

Social Need / SDOH

healthier than 21%

16%

Risk Behavior

healthier than 13%

11%

Mental Health

healthier than 6%

8%

Disability

healthier than 8%

7%

Climate / Disaster Risk

healthier than 25%

5%

Healthcare Access

healthier than 15%

5%

Lifting this score

Environmental Hazard

healthier than 82%

14%

Preventive Care

healthier than 69%

13%

About typical

Mental Health

healthier than 48%

8%

Holding it back

Chronic Disease Burden

healthier than 9%

21%

Social Need / SDOH

healthier than 10%

16%

Risk Behavior

healthier than 22%

11%

Disability

healthier than 15%

7%

Climate / Disaster Risk

healthier than 14%

5%

Healthcare Access

healthier than 10%

5%

“Share” is how much of this ZIP’s score the domain accounts for. Percentages are rounded; higher is healthier in every domain. How the score works, and who it compares you with ›

Findings that name this ZIP

One of our published findings lists this ZIP code. Each finding compares one published measure against a stated benchmark, and names only the ZIP codes whose estimates are reliable enough to rank. See all surprising findings.

  • Clean environment, heavy chronic burden

    Where the environment and chronic illness point in opposite directions

    Environmental-hazard standing 78.1; chronic-disease standing 4.1 (bottom 10%) — 74 points apart, cleaner on the environment than it is on chronic illness.

    Ranked #820 of the 18,187 ZIP codes this finding names, ordered by the gap from cleanest environment to heaviest chronic burden, highest first.

Nearby & similar ZIPs

Editorially selected — see how this ZIP compares to nearby and similar places.

How these were chosen: only ZIPs with a published Score appear — a nearby ZIP with too little data to score won’t. Nearby means closest by distance between ZIP boundaries, which can cross state lines. A similar health profile is a close match across the nine Score domains, not similar demographics. Distances are measured between ZIP boundaries — ZIPs that touch share a border. How distance is measured

Evidence

Every measure this page draws on, by source. Collapsed by default — the full data stays in the page for search engines either way.

Health OutcomesCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Arthritis among adults41.2%37.1–45.5
High blood pressure among adults48.6%43.8–53.5
Cancer (non-skin) or melanoma among adults11.2%10.1–12.4
Current asthma among adults11.3%10.0–12.8
Coronary heart disease among adults11.0%9.7–12.3
Chronic obstructive pulmonary disease among adults13.9%12.1–15.9
Depression among adults29.5%25.3–34.0
Diagnosed diabetes among adults18.3%15.8–21.0
High cholesterol among adults who have ever been screened45.1%40.3–50.0
Obesity among adults41.6%33.4–50.3
Stroke among adults5.5%4.9–6.1
All teeth lost among adults aged >=65 years18.7%15.3–22.4
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years11.9%9.8–14.3
Taking medicine to control high blood pressure among adults with high blood pressure81.8%79.0–84.4
Visits to doctor for routine checkup within the past year among adults80.3%76.9–83.4
Cholesterol screening among adults87.9%86.2–89.5
Colorectal cancer screening among adults aged 45–75 years61.9%56.2–67.3
Visited dentist or dental clinic in the past year among adults53.0%49.0–57.1
Mammography use among women aged 50-74 years74.0%65.8–81.4
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults12.6%10.2–15.2
Current cigarette smoking among adults23.1%19.7–26.7
No leisure-time physical activity among adults34.3%28.6–40.1
Short sleep duration among adults39.6%32.4–47.2
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults29.3%25.3–33.3
Frequent mental distress among adults20.2%17.8–22.6
Frequent physical distress among adults19.8%17.2–22.3
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults19.6%17.1–22.2
Any disability among adults44.1%38.5–49.4
Hearing disability among adults11.6%10.3–13.0
Independent living disability among adults12.2%10.6–13.8
Mobility disability among adults23.7%20.4–27.0
Self-care disability among adults5.9%5.1–6.7
Vision disability among adults7.3%6.5–8.3
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)TN median (p10–p90)
Poverty rate19.0%10.6% (3.1–25.8%) n=32,36413.8% (5.1–26.1%) n=609
Uninsured 18–6420.6%9.0% (1.5–24.3%) n=32,28614.0% (5.9–24.0%) n=615
No HS diploma (25+)7.8%7.9% (1.8–20.7%) n=32,50511.6% (4.2–19.5%) n=613
Bachelor's or higher (25+)11.5%23.3% (9.2–53.6%) n=32,50519.0% (10.0–42.6%) n=613
Unemployment rate (16+)8.4%3.9% (0.0–9.8%) n=32,2744.0% (0.4–9.6%) n=613
Households without a vehicle3.0%3.9% (0.0–12.5%) n=32,3223.9% (0.3–10.1%) n=608
Broadband subscription75.0%89.3% (75.1–97.1%) n=32,32286.7% (76.0–94.9%) n=608
Housing cost burden (≥30% income)11.4%23.7% (10.6–40.0%) n=32,32221.4% (11.8–33.6%) n=608
Homeownership rate64.0%78.7% (51.7–94.0%) n=32,32277.7% (53.4–91.5%) n=608
Crowded housing (>1 per room)2.9%1.3% (0.0–6.3%) n=32,3221.5% (0.0–4.5%) n=608
Foreign-born population1.0%2.6% (0.0–18.6%) n=32,5531.8% (0.0–8.3%) n=617
Single-parent households51.0%53.6% (37.3–74.1%) n=32,08752.6% (39.1–68.7%) n=608
Population 65+26.5%19.4% (10.8–33.6%) n=32,55319.0% (11.5–27.9%) n=617
Median age52.8 yr42.2 yr (33.0–56.3) n=32,29242.3 yr (33.8–52.5) n=615
Median household income$52,714$72,070 ($46,039–$118,707) n=30,318$61,577 ($42,745–$94,822) n=594
Median home value$139,100$222,200 ($100,300–$579,820) n=30,049$215,100 ($120,900–$397,120) n=593
Median gross rent$639$1,021 ($677–$1,912) n=25,670$908 ($659–$1,523) n=516
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)TN median (p10–p90)
Life expectancy at birth72.6 yr ± 1.5278.9 yr (74.7–82.8) n=31,30875.1 yr (72.6–78.1) n=587

About the ± — it’s this estimate’s give-or-take (statisticians call it the standard error). The true life expectancy for this ZIP most likely falls within 1.52 years of 72.6, and it’s very unlikely to be off by more than twice that.

More ZIPs to explore ▾

How these lists were built: they draw only from ZIPs that have a published Score, so ZIPs with too little data to score are not listed. Distance-based lists use distance between ZIP boundaries with no state filter, so an out-of-state ZIP can appear. Statistically similar means a close match across the nine Score domains, not a demographic match: the measure is the cosine similarity between two ZIPs’ domain scores, taken over the domains both ZIPs have data for and only where that overlap covers at least six of the nine — and where no ZIP clears that minimum-overlap floor, that list is left out rather than filled with a weak match. How distance is measured