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ZipVitals

ZIP code

63541

in Glenwood, MissouriPopulation 383

47.54/ 100

Ranked #19,510 of 32,066 US ZIPs (bottom 39%)

Ranked #292 of 993 Missouri ZIPs (top 29%)

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

Broad coverage across 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.

Industrial-pollution burden

in the bottom 2.6% nationally

Lower is healthier

ST2nd
US3rd
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 ›

Energy-cost burden

5.8%

in the top 3.6% nationally

Lower is healthier

ST98th
US96th
Definition & source ›

The modeled share of household income spent on home energy bills — electricity, gas, and heating fuels.

A modeled share of household income spent on home energy. Estimates that hit the model’s 100% ceiling are suppressed rather than published, because at that point the figure reflects the model’s limit rather than a measured burden.

Full methodology ›

Unemployment rate

14.7%

in the top 4.0% nationally

Lower is healthier

ST98th
US96th
Definition & source ›

The share of the civilian labor force that is unemployed.

Full methodology ›

PFAS in drinking water

100%

at the national maximum

Lower is healthier

ST99th
US99th
Definition & source ›

The share of residents served by public water systems where PFAS — man-made “forever chemicals” that build up in the body and environment instead of breaking down — were detected in EPA testing.

Measured from EPA records for the public water systems that serve this ZIP. Households on private wells — roughly 30% of the US population — are not covered by this measure, and this figure says nothing about their water.

Full methodology ›

Distance to a community health center

14.4 mi

in the top 13.0% nationally

Lower is healthier

ST98th
US87th
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 ›

Air-toxics cancer risk

20 per million

in the bottom 25% nationally

Lower is healthier

ST1st
US25th
Definition & source ›

The EPA’s modeled estimate of added lifetime cancer risk from breathing outdoor air toxics, in cases per million people exposed over a lifetime.

Full methodology ›

The read

By the composite measure, Glenwood, Missouri (ZIP 63541) sits in the bottom 39% nationally (19,510th) and the top 29% of Missouri (292nd), based on limited data; treat as directional.

continue reading

Where the data leans one way, another reading answers it: modeled industrial-pollution burden stands in the bottom 2.6% nationally. Modeled loud transportation noise is at the national minimum, shared with about 22% of ZIPs. Modeled arsenic rests in the bottom 14.1% nationally. Crowded housing sits at the national minimum, shared with about 29% of ZIPs. Distance to a Superfund site registers in the top 16% nationally. On the other hand, modeled energy burden lands in the top 3.6% nationally, and unemployment resides in the top 4.0% nationally. PFAS in drinking water lies at the national maximum, distance to an emergency room settles in the top 10.1% nationally, and distance to a community health center stands in the top 13.0% nationally.

In plain language, industrial-pollution burden is the EPA's modeled screening score weighting industrial chemical releases by their toxicity and how many people live nearby. PFAS in drinking water is the family of man-made "forever chemicals" that build up in the body and environment instead of breaking down. Arsenic is a natural groundwater contaminant, here a modeled estimate of the chance private-well levels exceed a benchmark. ZIP 63551, 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 94%

14%

About typical

Preventive Care

healthier than 58%

13%

Mental Health

healthier than 40%

8%

Holding it back

Chronic Disease Burden

healthier than 39%

21%

Social Need / SDOH

healthier than 12%

16%

Risk Behavior

healthier than 31%

11%

Disability

healthier than 39%

7%

Climate / Disaster RiskPartial

healthier than 40%

5%

Healthcare Access

healthier than 14%

5%

Lifting this score

Environmental Hazard

healthier than 98%

14%

Preventive Care

healthier than 80%

13%

Risk Behavior

healthier than 70%

11%

Mental Health

healthier than 73%

8%

Disability

healthier than 69%

7%

Climate / Disaster RiskPartial

healthier than 61%

5%

About typical

Chronic Disease Burden

healthier than 58%

21%

Holding it back

Social Need / SDOH

healthier than 10%

16%

Healthcare Access

healthier than 5%

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 adults32.3%28.8–35.9
High blood pressure among adults38.3%34.1–42.6
Cancer (non-skin) or melanoma among adults10.4%9.5–11.5
Current asthma among adults10.4%9.2–11.7
Coronary heart disease among adults7.5%6.7–8.4
Chronic obstructive pulmonary disease among adults8.7%7.5–10.0
Depression among adults24.1%20.7–27.8
Diagnosed diabetes among adults11.7%10.1–13.5
High cholesterol among adults who have ever been screened39.3%34.9–43.8
Obesity among adults38.0%30.3–46.7
Stroke among adults3.8%3.4–4.3
All teeth lost among adults aged >=65 years19.0%15.5–22.3
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years7.7%6.3–9.5
Taking medicine to control high blood pressure among adults with high blood pressure79.7%77.1–82.2
Visits to doctor for routine checkup within the past year among adults79.2%76.0–82.4
Cholesterol screening among adults86.1%84.4–88.0
Colorectal cancer screening among adults aged 45–75 years66.2%60.8–71.0
Visited dentist or dental clinic in the past year among adults61.7%57.7–65.1
Mammography use among women aged 50-74 years75.8%67.6–82.2
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults15.4%12.9–18.5
Current cigarette smoking among adults16.6%14.0–19.5
No leisure-time physical activity among adults30.9%26.0–36.2
Short sleep duration among adults37.2%30.1–43.9
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults20.4%17.5–23.6
Frequent mental distress among adults17.2%15.2–19.4
Frequent physical distress among adults15.2%13.3–17.1
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults17.0%14.9–19.3
Any disability among adults37.9%33.2–42.9
Hearing disability among adults9.7%8.6–10.8
Independent living disability among adults9.1%8.0–10.4
Mobility disability among adults17.0%14.6–19.4
Self-care disability among adults3.6%3.2–4.1
Vision disability among adults4.6%4.1–5.2
Health-Related Social NeedsCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Lack of social and emotional support among adults19.5%16.4–22.9
Food insecurity in the past 12 months among adults10.8%8.8–13.0
Received food stamps in the past 12 months among adults8.1%6.6–9.8
Housing insecurity in the past 12 months among adults9.6%8.1–11.4
Lack of reliable transportation in the past 12 months among adults6.6%5.7–7.6
Loneliness among adults30.8%26.0–36.1
Utility services shut-off threat in the past 12 months among adults6.7%5.7–7.8
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)MO median (p10–p90)
Poverty rate9.4%10.6% (3.1–25.8%) n=32,36412.3% (3.2–26.0%) n=1,009
Uninsured 18–6410.4%9.0% (1.5–24.3%) n=32,28613.2% (3.5–28.4%) n=1,006
No HS diploma (25+)1.7%7.9% (1.8–20.7%) n=32,5059.5% (2.5–20.5%) n=1,009
Bachelor's or higher (25+)11.0%23.3% (9.2–53.6%) n=32,50518.1% (7.2–40.2%) n=1,009
Unemployment rate (16+)14.7%3.9% (0.0–9.8%) n=32,2742.9% (0.0–8.5%) n=1,003
Households without a vehicle4.1%3.9% (0.0–12.5%) n=32,3224.1% (0.0–11.9%) n=1,009
Broadband subscription90.5%89.3% (75.1–97.1%) n=32,32286.3% (72.7–95.2%) n=1,009
Housing cost burden (≥30% income)31.1%23.7% (10.6–40.0%) n=32,32220.7% (8.4–33.9%) n=1,009
Homeownership rate89.2%78.7% (51.7–94.0%) n=32,32279.4% (56.0–94.3%) n=1,009
Crowded housing (>1 per room)0.0%1.3% (0.0–6.3%) n=32,3221.1% (0.0–5.1%) n=1,009
Foreign-born population0.8%2.6% (0.0–18.6%) n=32,5530.8% (0.0–6.4%) n=1,010
Single-parent households62.4%53.6% (37.3–74.1%) n=32,08755.0% (39.5–75.6%) n=1,005
Population 65+9.9%19.4% (10.8–33.6%) n=32,55319.2% (11.7–31.1%) n=1,010
Median age42.8 yr42.2 yr (33.0–56.3) n=32,29241.5 yr (33.3–55.9) n=1,005
Median household income$57,287$72,070 ($46,039–$118,707) n=30,318$61,740 ($42,457–$95,231) n=948
Median home value$101,900$222,200 ($100,300–$579,820) n=30,049$174,150 ($91,880–$309,500) n=930
Median gross rent$1,021 ($677–$1,912) n=25,670$813 ($553–$1,265) n=786
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)MO median (p10–p90)
Life expectancy at birth78.6 yr ± 1.7578.9 yr (74.7–82.8) n=31,30877.6 yr (74.6–81.0) n=995

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 1.75 years of 78.6, 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