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ZipVitals

ZIP code

51529

in Dunlap, IowaPopulation 1,732

49.94/ 100

Ranked #16,336 of 32,066 US ZIPs (bottom 49%)

Ranked #671 of 922 Iowa ZIPs (bottom 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.

Radon

4.5 pCi/L

in the top 0.8% nationally

Lower is healthier

ST88th
US99th
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 ›

Elder-services access

0.6 per 1,000 residents

in the top 1.9% nationally

Higher is healthier

ST95th
US98th
Definition & source ›

The number of services for older adults and people with disabilities 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 ›

Fatal road crashes

0 per 100,000 residents per year

at the national minimum

Lower is healthier

ST1st
US1st
Definition & source ›

The annual rate of fatal road crashes per 100,000 residents, pooled over a ten-year window.

A rate per resident population. Where a ZIP has too few residents for the rate to be reliable — about 30% of US ZIPs — no value is published rather than an unstable one; those ZIPs are absent from this comparison, not counted as crash-free.

Full methodology ›

Distance to a community health center

35.3 mi

in the top 2.9% nationally

Lower is healthier

ST95th
US97th
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 ›

Pharmacy access

0.6 per 1,000 residents

in the top 3.4% nationally

Higher is healthier

ST95th
US97th
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 ›

Nitrate in drinking water

1.3%

in the top 6.2% nationally

Lower is healthier

ST92nd
US94th
Definition & source ›

The modeled share of this area’s domestic-well groundwater at or above the federal nitrate limit of 10 milligrams 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 ›

Energy-cost burden

5.4%

in the top 6.0% nationally

Lower is healthier

ST87th
US94th
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 ›

PFAS in drinking water

9.7%

in the bottom 8.3% nationally

Lower is healthier

ST22nd
US8th
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 ›

Home broadband subscription

74.8%

in the bottom 9.7% nationally

Higher is healthier

ST6th
US10th
Definition & source ›

The share of households with a broadband internet subscription.

Full methodology ›

Civic-institution access

0.6 per 1,000 residents

in the top 9.8% nationally

Higher is healthier

ST85th
US90th
Definition & source ›

The number of civic and social organizations 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 ›

The read

In its overall standing, Dunlap, Iowa (ZIP 51529) lands in the bottom 49% nationally (16,336th) and the bottom 27% of Iowa (671st).

continue reading

Reading across the data, the real pressures come first: modeled radon stands in the top 0.8% nationally, distance to a community health center rests in the top 2.9% nationally, and modeled nitrate registers in the top 6.2% nationally. Modeled energy burden resides in the top 6.0% nationally, and home broadband subscription settles in the bottom 9.7% nationally. More encouragingly, elder services is in the top 1.9% nationally, and fatal road crashes sits at the national minimum. Pharmacy lands in the top 3.4% nationally, and modeled pfas lies in the bottom 8.3% nationally. Civic stands in the top 9.8% nationally.

Against the wider neighborhood, elder services runs far higher than the surrounding ZIPs on this measure. Put simply, radon is a radioactive soil gas the EPA identifies as the top cause of lung cancer in nonsmokers. Nitrate is a groundwater compound from fertilizer, manure, and sewage, here a modeled estimate of the chance private-well levels exceed a benchmark. 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. On the overall standing, ZIP 51527, just across the boundary, ranks healthier.

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

Preventive Care

healthier than 83%

13%

Mental Health

healthier than 79%

8%

About typical

Chronic Disease Burden

healthier than 42%

21%

Disability

healthier than 53%

7%

Climate / Disaster Risk

healthier than 50%

5%

Holding it back

Social Need / SDOH

healthier than 26%

16%

Environmental Hazard

healthier than 14%

14%

Risk Behavior

healthier than 39%

11%

Healthcare Access

healthier than 3%

5%

Lifting this score

Preventive Care

healthier than 77%

13%

Mental Health

healthier than 72%

8%

About typical

Risk Behavior

healthier than 50%

11%

Holding it back

Chronic Disease Burden

healthier than 31%

21%

Social Need / SDOH

healthier than 26%

16%

Environmental Hazard

healthier than 13%

14%

Disability

healthier than 35%

7%

Climate / Disaster Risk

healthier than 37%

5%

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 adults31.5%28.7–34.5
High blood pressure among adults39.1%35.7–42.8
Cancer (non-skin) or melanoma among adults10.9%10.0–12.0
Current asthma among adults9.9%8.9–11.0
Coronary heart disease among adults8.3%7.4–9.3
Chronic obstructive pulmonary disease among adults8.4%7.4–9.7
Depression among adults19.8%17.3–22.6
Diagnosed diabetes among adults13.1%11.6–14.9
High cholesterol among adults who have ever been screened39.5%36.0–43.2
Obesity among adults35.6%30.1–41.9
Stroke among adults4.1%3.7–4.5
All teeth lost among adults aged >=65 years12.2%10.2–14.6
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years6.5%5.3–8.0
Taking medicine to control high blood pressure among adults with high blood pressure81.5%79.3–83.7
Visits to doctor for routine checkup within the past year among adults79.8%77.0–82.5
Cholesterol screening among adults86.3%84.6–87.8
Colorectal cancer screening among adults aged 45–75 years69.2%65.2–73.1
Visited dentist or dental clinic in the past year among adults66.8%63.9–69.6
Mammography use among women aged 50-74 years80.2%74.5–84.9
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults19.2%16.6–22.1
Current cigarette smoking among adults15.8%13.6–18.1
No leisure-time physical activity among adults26.9%23.2–31.0
Short sleep duration among adults32.5%27.5–37.9
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults19.1%16.7–21.9
Frequent mental distress among adults15.6%14.1–17.4
Frequent physical distress among adults14.1%12.5–15.9
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults13.5%12.0–15.2
Any disability among adults31.2%27.6–35.0
Hearing disability among adults9.3%8.3–10.4
Independent living disability among adults8.0%7.0–9.1
Mobility disability among adults15.1%13.2–17.3
Self-care disability among adults3.8%3.4–4.3
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 adults22.8%19.9–25.9
Food insecurity in the past 12 months among adults10.7%8.9–12.7
Received food stamps in the past 12 months among adults9.0%7.5–10.7
Housing insecurity in the past 12 months among adults8.1%6.9–9.3
Lack of reliable transportation in the past 12 months among adults6.1%5.3–6.9
Loneliness among adults30.6%26.8–34.8
Utility services shut-off threat in the past 12 months among adults5.6%4.9–6.4
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)IA median (p10–p90)
Poverty rate5.5%10.6% (3.1–25.8%) n=32,3648.5% (2.7–19.1%) n=931
Uninsured 18–641.9%9.0% (1.5–24.3%) n=32,2865.4% (0.7–14.7%) n=931
No HS diploma (25+)6.8%7.9% (1.8–20.7%) n=32,5055.1% (1.6–12.9%) n=932
Bachelor's or higher (25+)14.9%23.3% (9.2–53.6%) n=32,50520.9% (9.8–36.8%) n=932
Unemployment rate (16+)3.6%3.9% (0.0–9.8%) n=32,2742.2% (0.0–6.7%) n=932
Households without a vehicle3.8%3.9% (0.0–12.5%) n=32,3222.4% (0.0–7.9%) n=931
Broadband subscription74.8%89.3% (75.1–97.1%) n=32,32288.5% (77.9–95.1%) n=931
Housing cost burden (≥30% income)28.7%23.7% (10.6–40.0%) n=32,32218.2% (9.0–28.8%) n=931
Homeownership rate73.1%78.7% (51.7–94.0%) n=32,32282.1% (66.8–93.5%) n=931
Crowded housing (>1 per room)0.8%1.3% (0.0–6.3%) n=32,3220.4% (0.0–3.3%) n=931
Foreign-born population0.0%2.6% (0.0–18.6%) n=32,5531.0% (0.0–7.2%) n=932
Single-parent households64.3%53.6% (37.3–74.1%) n=32,08756.8% (43.7–75.5%) n=928
Population 65+30.0%19.4% (10.8–33.6%) n=32,55320.2% (12.7–31.0%) n=932
Median age57.2 yr42.2 yr (33.0–56.3) n=32,29242.7 yr (34.1–54.7) n=931
Median household income$61,599$72,070 ($46,039–$118,707) n=30,318$73,848 ($55,055–$102,762) n=911
Median home value$156,800$222,200 ($100,300–$579,820) n=30,049$161,100 ($93,820–$278,170) n=892
Median gross rent$902$1,021 ($677–$1,912) n=25,670$825 ($614–$1,113) n=771
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)IA median (p10–p90)
Life expectancy at birth77.3 yr ± 0.7278.9 yr (74.7–82.8) n=31,30880.0 yr (77.2–83.4) n=917

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 0.72 years of 77.3, 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