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ZipVitals

ZIP code

77861

in Iola, TexasPopulation 3,065

50.58/ 100

Ranked #15,453 of 32,066 US ZIPs (top 48%)

Ranked #497 of 1,868 Texas ZIPs (top 27%)

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.

Humid extreme heat

152 days/year

in the top 4.2% nationally

Lower is healthier

ST76th
US96th
Definition & source ›

The average number of days per year when modeled heat stress — temperature, humidity, sun, and wind combined — reaches levels hard on the body outdoors.

Full methodology ›

PFAS in drinking water

7.8%

in the bottom 4.7% nationally

Lower is healthier

ST5th
US5th
Definition & source ›

The modeled probability that PFAS “forever chemicals” would be detected in untreated groundwater in this area, the source private wells draw on.

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 ›

Dry extreme heat

78.9 days/year

in the top 5.1% nationally

Lower is healthier

ST48th
US95th
Definition & source ›

The average number of days per year with a modeled daily high of at least 95 °F.

Full methodology ›

Fiber broadband

92.1%

in the top 13.6% nationally

Higher is healthier

ST93rd
US86th
Definition & source ›

The share of homes where fiber-optic internet service is available.

Full methodology ›

The read

Iola, Texas (ZIP 77861) ranks in the top 48% healthiest ZIPs nationally (15,453rd) and the top 27% of Texas (497th).

continue reading

The bright spots in the data define much of the story here: modeled pfas lies in the bottom 4.7% nationally, and fiber broadband is in the top 13.6% nationally. Modeled radon registers in the bottom 10.5% nationally, and outpatient lies in the top 14.4% nationally. On the other side, modeled humid heat is in the top 4.2% nationally, modeled extreme heat registers in the top 5.1% nationally, and walkability lies in the bottom 10.9% nationally. Distance to a hazardous-chemical facility is at the national minimum, shared with about 31% of ZIPs. Floodplain exposure registers in the top 17% nationally, and fatal road crashes lies in the top 18% nationally.

For context, pfas is the man-made "forever chemicals" that build up in the body and environment instead of breaking down; here a modeled estimate of the chance a private well contains them. Radon is a radioactive soil gas the EPA identifies as the top cause of lung cancer in nonsmokers. Distance to a hazardous-chemical facility is a plant handling large amounts of hazardous chemicals that must file an EPA risk-management plan for accidental releases. The closest ZIP that ranks healthier overall is ZIP 77808, just across the boundary.

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 94%

14%

About typical

Chronic Disease Burden

healthier than 50%

21%

Social Need / SDOH

healthier than 51%

16%

Preventive Care

healthier than 49%

13%

Risk Behavior

healthier than 58%

11%

Mental Health

healthier than 51%

8%

Disability

healthier than 58%

7%

Holding it back

Climate / Disaster Risk

healthier than 5%

5%

Healthcare Access

healthier than 27%

5%

Lifting this score

Environmental Hazard

healthier than 91%

14%

Preventive Care

healthier than 89%

13%

Risk Behavior

healthier than 78%

11%

Disability

healthier than 67%

7%

About typical

Social Need / SDOH

healthier than 48%

16%

Mental Health

healthier than 51%

8%

Holding it back

Chronic Disease Burden

healthier than 37%

21%

Climate / Disaster Risk

healthier than 21%

5%

Healthcare Access

healthier than 27%

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 ›

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 adults29.8%26.3–33.5
High blood pressure among adults38.3%34.0–42.9
Cancer (non-skin) or melanoma among adults9.9%9.0–11.0
Current asthma among adults10.2%9.1–11.6
Coronary heart disease among adults7.3%6.5–8.3
Chronic obstructive pulmonary disease among adults7.7%6.5–9.0
Depression among adults23.7%20.2–27.6
Diagnosed diabetes among adults12.9%11.1–14.9
High cholesterol among adults who have ever been screened40.4%35.7–45.2
Obesity among adults33.6%25.7–42.0
Stroke among adults3.8%3.4–4.2
All teeth lost among adults aged >=65 years12.7%10.4–15.4
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years11.0%9.1–13.3
Taking medicine to control high blood pressure among adults with high blood pressure79.7%76.7–82.4
Visits to doctor for routine checkup within the past year among adults77.2%73.5–80.7
Cholesterol screening among adults88.8%87.2–90.3
Colorectal cancer screening among adults aged 45–75 years66.1%60.9–71.2
Visited dentist or dental clinic in the past year among adults59.7%56.1–63.4
Mammography use among women aged 50-74 years75.0%67.0–82.3
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults16.5%13.5–19.6
Current cigarette smoking among adults13.4%11.0–16.2
No leisure-time physical activity among adults24.6%20.2–29.7
Short sleep duration among adults35.9%29.3–43.2
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults19.6%16.7–23.1
Frequent mental distress among adults16.3%14.4–18.4
Frequent physical distress among adults14.1%12.3–16.2
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults13.5%11.7–15.6
Any disability among adults31.4%27.0–36.5
Hearing disability among adults8.0%7.1–9.1
Independent living disability among adults7.8%6.8–9.1
Mobility disability among adults15.3%13.1–18.0
Self-care disability among adults3.8%3.3–4.4
Vision disability among adults4.7%4.1–5.3
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)TX median (p10–p90)
Poverty rate14.7%10.6% (3.1–25.8%) n=32,36412.4% (3.5–26.4%) n=1,869
Uninsured 18–6428.9%9.0% (1.5–24.3%) n=32,28622.3% (8.2–41.5%) n=1,862
No HS diploma (25+)9.3%7.9% (1.8–20.7%) n=32,50512.2% (2.5–30.0%) n=1,881
Bachelor's or higher (25+)32.0%23.3% (9.2–53.6%) n=32,50521.9% (9.0–51.4%) n=1,881
Unemployment rate (16+)2.1%3.9% (0.0–9.8%) n=32,2744.2% (0.0–9.4%) n=1,865
Households without a vehicle2.0%3.9% (0.0–12.5%) n=32,3223.7% (0.0–10.8%) n=1,868
Broadband subscription85.3%89.3% (75.1–97.1%) n=32,32289.2% (75.0–97.3%) n=1,868
Housing cost burden (≥30% income)16.9%23.7% (10.6–40.0%) n=32,32226.2% (8.8–40.3%) n=1,868
Homeownership rate85.9%78.7% (51.7–94.0%) n=32,32275.0% (46.4–92.3%) n=1,868
Crowded housing (>1 per room)3.6%1.3% (0.0–6.3%) n=32,3223.1% (0.0–9.0%) n=1,868
Foreign-born population1.1%2.6% (0.0–18.6%) n=32,5538.1% (0.1–26.4%) n=1,886
Single-parent households54.1%53.6% (37.3–74.1%) n=32,08748.5% (34.3–70.6%) n=1,861
Population 65+24.1%19.4% (10.8–33.6%) n=32,55316.1% (8.6–30.1%) n=1,886
Median age39.4 yr42.2 yr (33.0–56.3) n=32,29238.3 yr (30.9–52.3) n=1,866
Median household income$67,275$72,070 ($46,039–$118,707) n=30,318$69,983 ($46,006–$112,413) n=1,737
Median home value$232,500$222,200 ($100,300–$579,820) n=30,049$210,500 ($97,060–$429,760) n=1,693
Median gross rent$1,130$1,021 ($677–$1,912) n=25,670$1,154 ($764–$1,815) n=1,508
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)TX median (p10–p90)
Life expectancy at birth81.4 yr ± 1.1278.9 yr (74.7–82.8) n=31,30878.2 yr (75.1–81.7) n=1,772

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 1.12 years of 81.4, 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