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ZipVitals

ZIP code

66538

in Seneca, KansasPopulation 3,602

51.87/ 100

Ranked #13,621 of 32,066 US ZIPs (top 42%)

Ranked #210 of 682 Kansas ZIPs (top 31%)

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.

Pharmacy access

0.9 per 1,000 residents

in the top 1.4% nationally

Higher is healthier

ST96th
US99th
Definition & source ›

The number of pharmacies located inside this ZIP’s boundary, per 1,000 residents.

Counted from establishments located inside this ZIP’s boundary, so one just across the line is not counted. Where a ZIP has too few residents for the density to be reliable, no value is published rather than an unreliable one.

Full methodology ›

Radon

3.6 pCi/L

in the top 4.0% nationally

Lower is healthier

ST87th
US96th
Definition & source ›

The modeled typical indoor radon level for this area, in picocuries per liter — the EPA recommends fixing a home at 4 pCi/L or above.

Modeled from indoor-radon measurements. In Alaska and Hawaii, where those measurements are not published, a US Geological Survey geologic radon-potential category stands in — a coarser input, disclosed rather than hidden.

Full methodology ›

Distance to a community health center

32.1 mi

in the top 3.6% nationally

Lower is healthier

ST88th
US96th
Definition & source ›

The distance in miles from this ZIP’s edge to the nearest federally funded community health center, which serves patients regardless of ability to pay.

Full methodology ›

Grocery access

0.3 per 1,000 residents

in the top 3.7% nationally

Higher is healthier

ST96th
US96th
Definition & source ›

The number of full supermarkets inside this ZIP’s boundary, per 1,000 residents.

Counted from establishments located inside this ZIP’s boundary, so one just across the line is not counted. Where a ZIP has too few residents for the density to be reliable, no value is published rather than an unreliable one. ZipVitals’s food-access signal is derived from these in-ZIP densities — it is not USDA’s food-desert designation, which measures distance to the nearest supermarket. Where a leg is missing, a ZIP reads “not determinable,” never “not a food desert.”

Full methodology ›

Industrial-pollution burden

in the bottom 4.7% nationally

Lower is healthier

ST5th
US5th
Definition & source ›

The EPA’s modeled screening score for industrial chemical releases, weighting the amounts released by their toxicity and how many people live nearby — a relative comparison score, not a measured exposure.

Full methodology ›

Child-care access

0.6 per 1,000 residents

in the top 7.2% nationally

Higher is healthier

ST92nd
US93rd
Definition & source ›

The number of child day-care services inside this ZIP’s boundary, per 1,000 residents.

Counted from establishments located inside this ZIP’s boundary, so one just across the line is not counted. Where a ZIP has too few residents for the density to be reliable, no value is published rather than an unreliable one.

Full methodology ›

Dental provider access

0.9 per 1,000 residents

in the top 8.6% nationally

Higher is healthier

ST95th
US91st
Definition & source ›

The number of dental offices located inside this ZIP’s boundary, per 1,000 residents.

Counted from establishments located inside this ZIP’s boundary, so one just across the line is not counted. Where a ZIP has too few residents for the density to be reliable, no value is published rather than an unreliable one.

Full methodology ›

Distance to a Superfund site

54.6 mi

in the top 10.4% nationally

Higher is healthier

ST91st
US90th
Definition & source ›

The distance in miles from this ZIP’s edge to the nearest Superfund site — an abandoned or uncontrolled hazardous-waste site the EPA has listed for cleanup.

Full methodology ›

The read

Seneca, Kansas (ZIP 66538), by its composite score, sits in the top 42% healthiest ZIPs nationally (13,621st) and the top 31% of Kansas (210th).

continue reading

The measures fall on both sides for this area, fairly evenly: pharmacy registers in the top 1.4% nationally, and grocery settles in the top 3.7% nationally. Modeled industrial-pollution burden sits in the bottom 4.7% nationally. Distance to an emergency room lies at the national minimum, shared with about 11% of ZIPs. Childcare rests in the top 7.2% nationally, dental providers resides in the top 8.6% nationally, and distance to a Superfund site is in the top 10.4% nationally. Distance to a nursing home lands at the national minimum, shared with about 27% of ZIPs. Pulling the other way, modeled radon stands in the top 4.0% nationally, and distance to a community health center registers in the top 3.6% nationally.

For anyone unfamiliar, radon is a radioactive soil gas the EPA identifies as the top cause of lung cancer in nonsmokers. Industrial-pollution burden is the EPA's modeled screening score weighting industrial chemical releases by their toxicity and how many people live nearby. Distance to a Superfund site is an abandoned or uncontrolled hazardous-waste site the EPA has identified for cleanup. For a healthier comparison close by, see ZIP 66404, 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

Social Need / SDOH

healthier than 67%

16%

Risk Behavior

healthier than 66%

11%

Mental Health

healthier than 82%

8%

About typical

Chronic Disease Burden

healthier than 45%

21%

Preventive Care

healthier than 53%

13%

Disability

healthier than 53%

7%

Holding it back

Environmental Hazard

healthier than 30%

14%

Climate / Disaster Risk

healthier than 31%

5%

Healthcare Access

healthier than 4%

5%

Lifting this score

Social Need / SDOH

healthier than 76%

16%

Preventive Care

healthier than 60%

13%

Risk Behavior

healthier than 73%

11%

Mental Health

healthier than 84%

8%

Climate / Disaster Risk

healthier than 67%

5%

About typical

Chronic Disease Burden

healthier than 46%

21%

Disability

healthier than 57%

7%

Holding it back

Environmental Hazard

healthier than 33%

14%

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 ›

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 adults30.7%27.2–34.4
High blood pressure among adults38.5%34.3–42.9
Cancer (non-skin) or melanoma among adults10.6%9.6–11.7
Current asthma among adults9.8%8.6–11.1
Coronary heart disease among adults7.9%6.9–9.0
Chronic obstructive pulmonary disease among adults7.9%6.6–9.3
Depression among adults19.9%16.9–23.4
Diagnosed diabetes among adults11.8%10.1–13.7
High cholesterol among adults who have ever been screened39.6%35.2–44.3
Obesity among adults38.4%30.9–47.1
Stroke among adults3.8%3.3–4.4
All teeth lost among adults aged >=65 years14.1%11.5–16.8
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years8.0%6.4–9.8
Taking medicine to control high blood pressure among adults with high blood pressure81.5%78.9–83.8
Visits to doctor for routine checkup within the past year among adults78.2%74.6–81.5
Cholesterol screening among adults86.5%84.5–88.2
Colorectal cancer screening among adults aged 45–75 years65.2%60.0–70.0
Visited dentist or dental clinic in the past year among adults62.2%58.4–65.7
Mammography use among women aged 50-74 years73.7%65.8–80.9
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults15.8%13.0–18.9
Current cigarette smoking among adults14.3%11.8–17.2
No leisure-time physical activity among adults26.9%22.2–32.2
Short sleep duration among adults32.4%26.5–38.8
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults18.2%15.4–21.5
Frequent mental distress among adults15.0%13.2–17.1
Frequent physical distress among adults13.2%11.5–15.3
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults13.7%11.8–15.9
Any disability among adults33.0%28.5–38.1
Hearing disability among adults9.4%8.3–10.7
Independent living disability among adults7.9%6.7–9.3
Mobility disability among adults15.5%13.0–18.3
Self-care disability among adults3.6%3.0–4.2
Vision disability among adults4.5%3.9–5.2
Health-Related Social NeedsCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Lack of social and emotional support among adults20.1%16.9–23.7
Food insecurity in the past 12 months among adults10.2%8.2–12.4
Received food stamps in the past 12 months among adults5.9%4.6–7.4
Housing insecurity in the past 12 months among adults8.4%7.0–10.1
Lack of reliable transportation in the past 12 months among adults5.8%4.9–6.7
Loneliness among adults29.6%24.8–34.9
Utility services shut-off threat in the past 12 months among adults6.4%5.4–7.5
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)KS median (p10–p90)
Poverty rate8.2%10.6% (3.1–25.8%) n=32,3648.8% (2.7–20.7%) n=688
Uninsured 18–645.8%9.0% (1.5–24.3%) n=32,28610.6% (2.3–24.2%) n=686
No HS diploma (25+)4.0%7.9% (1.8–20.7%) n=32,5055.7% (1.1–14.8%) n=689
Bachelor's or higher (25+)32.9%23.3% (9.2–53.6%) n=32,50524.0% (11.3–43.6%) n=689
Unemployment rate (16+)2.0%3.9% (0.0–9.8%) n=32,2742.2% (0.0–7.1%) n=689
Households without a vehicle4.3%3.9% (0.0–12.5%) n=32,3222.8% (0.0–8.3%) n=688
Broadband subscription85.5%89.3% (75.1–97.1%) n=32,32288.4% (75.3–96.9%) n=688
Housing cost burden (≥30% income)16.1%23.7% (10.6–40.0%) n=32,32219.5% (7.8–31.9%) n=688
Homeownership rate81.0%78.7% (51.7–94.0%) n=32,32279.7% (59.7–94.6%) n=688
Crowded housing (>1 per room)0.0%1.3% (0.0–6.3%) n=32,3220.7% (0.0–4.6%) n=688
Foreign-born population1.4%2.6% (0.0–18.6%) n=32,5531.1% (0.0–9.9%) n=692
Single-parent households66.4%53.6% (37.3–74.1%) n=32,08755.7% (41.7–78.0%) n=684
Population 65+21.8%19.4% (10.8–33.6%) n=32,55320.6% (11.9–35.1%) n=692
Median age41.3 yr42.2 yr (33.0–56.3) n=32,29241.9 yr (32.2–56.9) n=689
Median household income$78,981$72,070 ($46,039–$118,707) n=30,318$67,738 ($49,860–$97,877) n=659
Median home value$299,300$222,200 ($100,300–$579,820) n=30,049$135,800 ($68,740–$290,700) n=627
Median gross rent$808$1,021 ($677–$1,912) n=25,670$820 ($592–$1,257) n=519
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)KS median (p10–p90)
Life expectancy at birth81.6 yr ± 0.9978.9 yr (74.7–82.8) n=31,30878.9 yr (76.2–81.8) n=687

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 0.99 years of 81.6, 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