ZIP code
44644
in Malvern, OhioPopulation 4,587
43.97/ 100
Ranked #23,449 of 32,066 US ZIPs (bottom 27%)
Ranked #799 of 1,176 Ohio ZIPs (bottom 32%)
Ranked #23 of 40 Canton-Massillon, OH ZIPs (bottom 43%)
Ranks are modeled estimates — ZIPs a few hundred places apart are effectively tied.
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.
Home broadband subscription
74.2%
in the bottom 9.2% nationally
Higher is healthier
ST8thUS9thDefinition & source ›
The share of households with a broadband internet subscription.
Full methodology ›Dry extreme heat
0.1 days/year
in the bottom 23% nationally
Lower is healthier
ST8thUS23rdDefinition & source ›
The average number of days per year with a modeled daily high of at least 95 °F.
Full methodology ›High cholesterol
41%
in the top 23% nationally
Lower is healthier
ST92ndUS77thDefinition & source ›
The estimated share of adults with high cholesterol, among those who have ever been screened for it.
Full methodology ›The read
Malvern, Ohio (ZIP 44644), by its overall standing, sits in the bottom 27% nationally (23,449th) and the bottom 32% of Ohio (799th).
The profile opens balanced, with readings on either hand: outer-floodplain exposure is at the national minimum, shared with about 36% of ZIPs. By contrast, home broadband subscription resides in the bottom 9.2% nationally, unemployment rests in the top 11.5% nationally, and households without a vehicle lies in the top 12.5% nationally. Modeled radon sits in the top 15.0% nationally, and distance to a Superfund site settles in the bottom 14.2% nationally. Recreation registers at the national minimum, shared with about 35% of ZIPs. Modeled short sleep stands in the top 18% nationally. Childcare lands at the national minimum, shared with about 42% of ZIPs. Modeled coronary heart disease is in the top 19% nationally.
Held up against its neighbors, park land runs far higher than the surrounding ZIPs on this measure. Defined in plain terms, radon is a radioactive soil gas the EPA identifies as the top cause of lung cancer in nonsmokers. Distance to a Superfund site is an abandoned or uncontrolled hazardous-waste site the EPA has identified for cleanup. Outer-floodplain exposure is land with a lower but real 1-in-500 chance of flooding each year, nicknamed the "500-year floodplain". The nearest ZIP ranking healthier overall is ZIP 44657, 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. Compare it against the US, this state and the Canton-Massillon, OH metro area.
Compared with the ZIP codes measured across all nine scoring domains — not with all US ZIP codes.
Lifting this score
Preventive Care
healthier than 66%
13%
About typical
Climate / Disaster Risk
healthier than 54%
5%
Holding it back
Chronic Disease Burden
healthier than 20%
21%
Social Need / SDOH
healthier than 21%
16%
Environmental Hazard
healthier than 39%
14%
Risk Behavior
healthier than 14%
11%
Mental Health
healthier than 24%
8%
Disability
healthier than 40%
7%
Healthcare Access
healthier than 39%
5%
Lifting this score
Environmental Hazard
healthier than 66%
14%
Preventive Care
healthier than 66%
13%
About typical
Mental Health
healthier than 52%
8%
Holding it back
Chronic Disease Burden
healthier than 23%
21%
Social Need / SDOH
healthier than 18%
16%
Risk Behavior
healthier than 27%
11%
Disability
healthier than 29%
7%
Climate / Disaster Risk
healthier than 19%
5%
Healthcare Access
healthier than 30%
5%
Lifting this score
Environmental Hazard
healthier than 82%
14%
Preventive Care
healthier than 77%
13%
About typical
Mental Health
healthier than 46%
8%
Holding it back
Chronic Disease Burden
healthier than 28%
21%
Social Need / SDOH
healthier than 26%
16%
Risk Behavior
healthier than 28%
11%
Disability
healthier than 38%
7%
Climate / Disaster Risk
healthier than 3%
5%
Healthcare Access
healthier than 26%
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.
Nearby
44615
Ohioshares a border
Score 43.66
Closest healthier
44657
Ohioshares a border
Score 44.68
Similar health profile
45776
Ohio98% similar profile
Score 43.75
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
| Measure | Crude prevalence | 95% CI |
|---|---|---|
| Arthritis among adults | 36.1% | 32.4–39.6 |
| High blood pressure among adults | 41.8% | 37.5–45.8 |
| Cancer (non-skin) or melanoma among adults | 10.4% | 9.4–11.4 |
| Current asthma among adults | 11.2% | 9.9–12.5 |
| Coronary heart disease among adults | 9.1% | 8.2–10.0 |
| Chronic obstructive pulmonary disease among adults | 10.6% | 9.3–12.0 |
| Depression among adults | 25.6% | 22.0–29.2 |
| Diagnosed diabetes among adults | 15.3% | 13.4–17.4 |
| High cholesterol among adults who have ever been screened | 41.0% | 36.6–45.3 |
| Obesity among adults | 39.8% | 32.6–47.0 |
| Stroke among adults | 4.4% | 4.0–4.8 |
| All teeth lost among adults aged >=65 years | 11.8% | 9.7–14.2 |
PreventionCDC PLACES 2022 / 2023 · BRFSS
| Measure | Crude prevalence | 95% CI |
|---|---|---|
| Current lack of health insurance among adults aged 18-64 years | 7.9% | 6.6–9.4 |
| Taking medicine to control high blood pressure among adults with high blood pressure | 81.9% | 79.3–84.3 |
| Visits to doctor for routine checkup within the past year among adults | 81.0% | 77.8–83.9 |
| Cholesterol screening among adults | 86.6% | 84.9–88.2 |
| Colorectal cancer screening among adults aged 45–75 years | 67.6% | 62.8–72.1 |
| Visited dentist or dental clinic in the past year among adults | 58.8% | 55.1–62.3 |
| Mammography use among women aged 50-74 years | 75.6% | 68.2–81.9 |
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
| Measure | Crude prevalence | 95% CI |
|---|---|---|
| Binge drinking among adults | 15.5% | 12.8–18.3 |
| Current cigarette smoking among adults | 19.1% | 16.3–21.9 |
| No leisure-time physical activity among adults | 32.1% | 27.2–36.9 |
| Short sleep duration among adults | 39.9% | 33.8–46.1 |
Health StatusCDC PLACES 2023 · BRFSS
| Measure | Crude prevalence | 95% CI |
|---|---|---|
| Fair or poor self-rated health status among adults | 22.2% | 19.3–25.3 |
| Frequent mental distress among adults | 18.2% | 16.0–20.2 |
| Frequent physical distress among adults | 16.4% | 14.5–18.4 |
DisabilityCDC PLACES 2023 · BRFSS
| Measure | Crude prevalence | 95% CI |
|---|---|---|
| Cognitive disability among adults | 14.9% | 13.1–16.8 |
| Any disability among adults | 34.8% | 30.4–39.0 |
| Hearing disability among adults | 8.6% | 7.6–9.5 |
| Independent living disability among adults | 9.1% | 8.1–10.3 |
| Mobility disability among adults | 16.9% | 14.7–19.2 |
| Self-care disability among adults | 4.5% | 4.0–5.0 |
| Vision disability among adults | 5.4% | 4.8–6.0 |
Health-Related Social NeedsCDC PLACES 2023 · BRFSS
| Measure | Crude prevalence | 95% CI |
|---|---|---|
| Lack of social and emotional support among adults | 21.0% | 17.8–24.5 |
| Food insecurity in the past 12 months among adults | 14.2% | 12.0–16.7 |
| Received food stamps in the past 12 months among adults | 12.3% | 10.4–14.7 |
| Housing insecurity in the past 12 months among adults | 10.5% | 8.9–12.3 |
| Lack of reliable transportation in the past 12 months among adults | 7.5% | 6.5–8.6 |
| Loneliness among adults | 34.1% | 28.8–39.2 |
| Utility services shut-off threat in the past 12 months among adults | 8.0% | 6.9–9.3 |
Community & economyCensus ACS 5-Year · 2024 release · observed
| Measure | Value | US median (p10–p90) | OH median (p10–p90) |
|---|---|---|---|
| Poverty rate | 15.5% | 10.6% (3.1–25.8%) n=32,364 | 10.7% (3.5–26.2%) n=1,177 |
| Uninsured 18–64 | 8.2% | 9.0% (1.5–24.3%) n=32,286 | 7.8% (2.5–18.1%) n=1,174 |
| No HS diploma (25+) | 5.9% | 7.9% (1.8–20.7%) n=32,505 | 7.5% (2.3–17.0%) n=1,179 |
| Bachelor's or higher (25+) | 24.7% | 23.3% (9.2–53.6%) n=32,505 | 19.7% (8.1–45.8%) n=1,179 |
| Unemployment rate (16+) | 9.2% | 3.9% (0.0–9.8%) n=32,274 | 3.7% (0.0–9.8%) n=1,171 |
| Households without a vehicle | 11.1% | 3.9% (0.0–12.5%) n=32,322 | 4.4% (0.0–14.5%) n=1,177 |
| Broadband subscription | 74.2% | 89.3% (75.1–97.1%) n=32,322 | 88.9% (76.5–96.0%) n=1,177 |
| Housing cost burden (≥30% income) | 30.6% | 23.7% (10.6–40.0%) n=32,322 | 21.3% (11.2–34.6%) n=1,177 |
| Homeownership rate | 66.5% | 78.7% (51.7–94.0%) n=32,322 | 78.3% (52.8–91.8%) n=1,177 |
| Crowded housing (>1 per room) | 1.5% | 1.3% (0.0–6.3%) n=32,322 | 0.8% (0.0–3.5%) n=1,177 |
| Foreign-born population | 0.3% | 2.6% (0.0–18.6%) n=32,553 | 1.0% (0.0–6.8%) n=1,180 |
| Single-parent households | 65.2% | 53.6% (37.3–74.1%) n=32,087 | 53.2% (36.6–68.1%) n=1,168 |
| Population 65+ | 30.7% | 19.4% (10.8–33.6%) n=32,553 | 19.0% (11.1–27.2%) n=1,180 |
| Median age | 50.3 yr | 42.2 yr (33.0–56.3) n=32,292 | 41.5 yr (33.2–50.5) n=1,169 |
| Median household income | $64,637 | $72,070 ($46,039–$118,707) n=30,318 | $70,500 ($46,328–$101,197) n=1,127 |
| Median home value | $223,300 | $222,200 ($100,300–$579,820) n=30,049 | $177,700 ($104,860–$310,980) n=1,117 |
| Median gross rent | $730 | $1,021 ($677–$1,912) n=25,670 | $907 ($714–$1,294) n=1,007 |
Life expectancyNCHS / RWJF USALEEP · model-based
| Measure | Value | US median (p10–p90) | OH median (p10–p90) |
|---|---|---|---|
| Life expectancy at birth | 77.2 yr ± 1.25 | 78.9 yr (74.7–82.8) n=31,308 | 77.9 yr (74.0–81.3) n=1,154 |
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 1.25 years of 77.2, and it’s very unlikely to be off by more than twice that.
More ZIPs to explore ▾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