Malvern, Arkansas
Area Profile
10,953 residents. Public schools, jobs, income, housing cost, climate and natural-hazard risk for Malvern, in Hot Spring County.
Employment conditions sit below most comparable published city profiles: unemployment is 4.7% and the Opportunity signal places Malvern in the bottom 16%.
Residential permitting has slowed: 2 units authorized over the past twelve months, 71% below the prior year.
Physical-risk exposure is above the national median, driven mainly by inland flooding, strong wind and ice storm.
At a glance
Jobs & opportunity
Unemployment of 4.7% is lower than 36% of the 3,904 measured US cities.
Employment grew 0.1% over the past year, to 12,929 employed residents.
Median household income of $46,250 is below 83% of measured US cities.
| Metric | Value | Compared with peers | Source period |
|---|---|---|---|
| Median household income ±$14,034 | $46,250 | Bottom 17% | 2024 ACS 5-Year |
| Per capita income ±$2,160 | $17,517 | Bottom 6% | 2024 ACS 5-Year |
| Poverty rate | 20.2% | Top 23% | 2024 ACS 5-Year |
| Average commute | 24.3 min | Bottom 37% | 2024 ACS 5-Year |
| Bachelor's degree or higher | 12.9% | Bottom 28% | 2024 ACS 5-Year |
| Employment | 12,929 | Bottom 9% | June 2026 |
| Employment change (3 years) | -0.6% | Bottom 41% | June 2026 |
| Employment change (year over year) | 0.1% | Top 29% | June 2026 |
| Labor force | 13,562 | Bottom 9% | June 2026 |
| Labor force participation | 39.5% | Bottom 9% | 2024 ACS 5-Year |
| Unemployment change (year over year) | 0.1% | Top 45% | June 2026 |
| Unemployment rate | 4.7% | Top 36% | June 2026 |
The Bureau of Labor Statistics publishes city-level labor data only for places of 25,000 or more. This is the figure for Hot Spring County, AR, which contains this city.
Schools
How it’s calculated →There are 10.7 students for every full-time teacher, fewer than in most measured places.
| School | District | Students | Per teacher | Math | Reading |
|---|---|---|---|---|---|
| MALVERN ELEMENTARY SCHOOL | MALVERN SCHOOL DISTRICT | 781 | 17.0 | — | — |
| MALVERN HIGH SCHOOL | MALVERN SCHOOL DISTRICT | 559 | 8.7 | — | — |
| GLEN ROSE ELEMENTARY SCHOOL | GLEN ROSE SCHOOL DISTRICT | 507 | 18.8 | — | — |
| GLEN ROSE HIGH SCHOOL | GLEN ROSE SCHOOL DISTRICT | 468 | 6.2 | — | — |
| MAGNET COVE ELEMENTARY SCHOOL | MAGNET COVE SCHOOL DISTRICT | 368 | 17.5 | — | — |
| MAGNET COVE HIGH SCHOOL | MAGNET COVE SCHOOL DISTRICT | 307 | 5.8 | — | — |
| WILSON INTERMEDIATE SCHOOL | MALVERN SCHOOL DISTRICT | 272 | 18.1 | — | — |
| MALVERN MIDDLE SCHOOL | MALVERN SCHOOL DISTRICT | 264 | 9.4 | — | — |
| ASU THREE RIVERS CAREER CENTER | ASU THREE RIVERS CAREER CENTER | 0 | — | — | — |
65.5% of students here are eligible for free or reduced-price lunch. That describes the circumstances families arrive with rather than how the schools perform, which is why AreaProfile shows it and does not score it.
Public schools only, from the NCES Common Core of Data. Schools are placed by ZIP code, so this is which schools are in this place rather than which one a particular address is zoned for — district boundaries do not follow municipal ones, and enrollment zones change. Fully virtual schools are excluded: they enroll students from across the state while reporting one administrative address, and counting them here would describe a school population this place does not have. The assessment covers grades 3 through 8, so a high school shows no proficiency figure — a dash in those columns means the test was not given at that school, not that it performed badly. Proficiency is measured against Arkansas’s own standard, so it compares cleanly within the state and only broadly against other states; AreaProfile therefore ranks it within state. The directory is current, while the proficiency figures are from the last school year with national coverage before the pandemic interrupted testing.
Housing & affordability
How it’s calculated →Median rent of $764 takes 20% of median household income, below the 30% threshold at which a household is considered cost-burdened.
A median home costs 2.3 times median household income here, close to the historic benchmark for an affordable market.
| Metric | Value | Compared with peers | Source period |
|---|---|---|---|
| Home price to income | 2.26 | Bottom 31% | 2024 ACS 5-Year |
| Homeownership rate | 50.2% | Bottom 10% | 2024 ACS 5-Year |
| Housing units ±299 | 4,116 | Top 14% | 2024 ACS 5-Year |
| Median gross rent ±$43 | $764 | Bottom 23% | 2024 ACS 5-Year |
| Median home value ±$16,519 | $104,500 | Bottom 21% | 2024 ACS 5-Year |
| Rent as a share of income | 19.8% | Top 42% | 2024 ACS 5-Year |
| Vacancy rate | 15.4% | Top 33% | 2024 ACS 5-Year |
Both affordability measures come from the same ACS release as the income they are compared with, so the comparison is like for like. They describe housing cost against local earnings and are not a cost-of-living index — transport, groceries, healthcare, insurance and taxes are not included, and a place can look affordable here and still be expensive to live in for reasons this does not capture.
Growth & development
How it’s calculated →An AreaProfile calculation combining permit volume per resident, its direction over one and three years, population change and employment growth. Permit volume alone is not the measure.
Population has grown 2% since 2020, reaching 11,082 in 2024.
Permitting has turned upward after moving the other way the year before.
New construction is predominantly single-family: only 0% of permitted units are in buildings of five or more homes.
At 0.2 permitted units per 1,000 residents, building activity is below the median for measured US cities.
Weather & climate
5 of the twelve months have a normal average temperature between 55°F and 80°F. July averages a high of 93°F and January a low of 33°F.
Normal annual precipitation is 52.9 inches.
| Metric | Value | Source period |
|---|---|---|
| Annual precipitation | 52.9" | 1991-2020 Normals |
| Average January low | 33°F | 1991-2020 Normals |
| Average July high | 93°F | 1991-2020 Normals |
| Comfortable months | 5 | 1991-2020 Normals |
| Seasonal temperature swing | 40°F | 1991-2020 Normals |
Climate figures are thirty-year normals, not current conditions. They describe what a typical year looks like rather than what the weather is doing today.
Physical risk
The hazards accounting for most of this area's expected annual loss are inland flooding, strong wind and ice storm.
Low or minimal exposure: heat wave, tornado, wildfire, hurricane, drought, cold wave.
Hazard ratings are AreaProfile calculations derived from the FEMA National Risk Index v1.20.0 (December 2025). FEMA publishes at county level. City values are the population-weighted mean of the counties the city overlaps, using AreaProfile place-to-county land-area weights. FEMA does not endorse this presentation. Higher physical resilience means lower exposure.
What this profile does not cover
Three things people look for are missing from every AreaProfile page, and each is missing for a reason rather than by oversight. The Area Score is calculated without them and the weighting is documented on the methodology page.
- Reported crime
- The FBI’s Crime Data Explorer is the only source for reported offences with national coverage and a published method, and it requires an API key AreaProfile does not hold. Arrest counts, news volume and commercial “safety scores” are not substituted in the meantime. What is published above under Safety is a different measurement — deaths rather than offences, from death certificates rather than police returns — and it covers no property crime at all.
- Taxes
- No tax dataset has met the source admission test for coverage, transparent methodology and update cadence. Nothing here is individualized tax advice.
- Full cost of living
- No public source publishes one with national coverage and a documented method. Housing affordability above is computed from published rent, price and income, and excludes transport, groceries, healthcare, insurance and taxes — commuting cost in particular tends to offset suburban housing savings.
Access
1 major airport lies within 100 miles, the nearest 42 miles away.
| Airport | Code | Distance | Longest runway |
|---|---|---|---|
| Bill and Hillary Clinton Ntl/Adams Fld | LIT | 42 mi | 8,273 ft |
| Fort Smith Rgnl | FSM | 110 mi | 9,318 ft |
| Greenville Mid-Delta | GLH | 122 mi | 8,001 ft |
Airport identity, position and runway data come from the FAA. “Major airport” is an AreaProfile classification — a public-use civil airport with a paved runway of at least 8,000 feet — not an FAA hub designation. Distances are straight-line, not driving distance.
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Data & methodology
| Used for | Source | Source period | Updated |
|---|---|---|---|
| Access | Federal Aviation Administration Airports (NASR) — Aeronautical Data Delivery Service | NASR current cycle | 28-day NASR cycle |
| Physical risk | Federal Emergency Management Agency National Risk Index | National Risk Index December 2025 (v1.20.0) | Periodic dataset versions (v1.20.0 current) |
| Climate | NOAA National Centers for Environmental Information U.S. Climate Normals 1991–2020 (Monthly) | 1991-2020 Normals | Every ten years (next release follows the 2001–2030 period) |
| Jobs | U.S. Bureau of Labor Statistics Local Area Unemployment Statistics | June 2026 | Monthly |
| Demographics | U.S. Census Bureau Population Estimates Program | July 1, 2024 estimate | Annual (vintage released each spring) |
| Development | U.S. Census Bureau Building Permits Survey | 12 months ending July 2026 | Monthly, roughly three weeks after the reference month |
| Demographics, Housing, Income, Jobs | U.S. Census Bureau American Community Survey 5-Year Estimates (Table-Based Summary File) | 2024 ACS 5-Year | Annual (5-year estimates released each December) |
| safety | U.S. Centers for Disease Control and Prevention, National Center for Health Statistics Provisional county-level mortality by intent | April, 2025 to March, 2026 | Quarterly, with a rolling twelve-month window alongside complete calendar years |
| schools | U.S. Department of Education, National Center for Education Statistics Common Core of Data and EDFacts assessments | 2024-25 school year | Directory annually; assessment results as EDFacts releases them |
Profile recalculated August 30, 2026. Recalculation is not the same as new source data — each figure above shows the period its source actually covers. Read the full methodology or browse every source.
ZIP codes in Malvern
1 published ZIP profiles| ZIP | Population | Median household income | Area Score |
|---|---|---|---|
| 72104 | 23,624 | $54,774 | 50 |