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ZipVitals

ZIP code

24067

in Callaway, VirginiaPopulation 2,371

45.94/ 100

Ranked #21,418 of 32,066 US ZIPs (bottom 33%)

Ranked #619 of 873 Virginia ZIPs (bottom 29%)

Ranked #27 of 33 Roanoke, VA ZIPs (bottom 18%)

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.

Poverty rate

34.9%

in the top 4.5% nationally

Lower is healthier

ST97th
US96th
Definition & source ›

The share of residents whose income is below the federal poverty line, from the Census Bureau’s American Community Survey.

Full methodology ›

Transportation noise

0.00%

in the bottom 5.3% nationally

Lower is healthier

ST5th
US5th
Definition & source ›

The modeled share of residents exposed to average road, rail, and aviation noise at or above 55 decibels — a noticeable background presence.

Full methodology ›

Crowded housing

8.5%

in the top 6.1% nationally

Lower is healthier

ST98th
US94th
Definition & source ›

The share of occupied homes with more than one person per room, the Census definition of crowded housing.

Full methodology ›

High cholesterol

44.6%

in the top 5.3% nationally

Lower is healthier

ST87th
US95th
Definition & source ›

The estimated share of adults with high cholesterol, among those who have ever been screened for it.

Full methodology ›

Tree cover

70.3%

in the top 9.0% nationally

Higher is healthier

ST84th
US91st
Definition & source ›

The share of this ZIP’s land area covered by forest.

Full methodology ›

Floodplain exposure

1.2%

in the bottom 13.6% nationally

Lower is healthier

ST7th
US14th
Definition & source ›

The share of this ZIP’s land area inside FEMA’s 1%-annual-chance floodplain — the “100-year” flood zone, where flooding has about a 1-in-100 chance in any given year.

Measured from FEMA’s mapped flood panels. Where a panel has not been mapped, no value is published for that ZIP — those ZIPs are absent from this comparison rather than counted as unexposed.

Full methodology ›

Distance to a Superfund site

46.8 mi

in the top 14.0% nationally

Higher is healthier

ST95th
US86th
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 ›

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

In its overall standing, Callaway, Virginia (ZIP 24067) lands in the bottom 33% nationally (21,418th) and the bottom 29% of Virginia (619th).

continue reading

Reading the numbers as a whole, the picture lands somewhere in between: modeled transportation noise rests in the bottom 5.3% nationally, and tree cover registers in the top 9.0% nationally. Modeled loud transportation noise resides at the national minimum, shared with about 22% of ZIPs. Modeled pfas settles in the bottom 12.7% nationally, and floodplain exposure is in the bottom 13.6% nationally. Distance to a Superfund site sits in the top 14.0% nationally. On the other side, poverty lands in the top 4.5% nationally, and crowded housing lies in the top 6.1% nationally. Modeled high cholesterol stands in the top 5.3% nationally, and coronary heart disease rests in the top 12.3% nationally.

Put simply, 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. Distance to a Superfund site is an abandoned or uncontrolled hazardous-waste site the EPA has identified for cleanup. Transportation noise is the modeled share of an area exposed to average road, rail, and air noise at or above 55 decibels. On the overall standing, ZIP 24059, 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. Compare it against the US, this state and the Roanoke, VA metro area.

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 96%

14%

Preventive Care

healthier than 61%

13%

Climate / Disaster Risk

healthier than 71%

5%

About typical

Risk Behavior

healthier than 42%

11%

Healthcare Access

healthier than 56%

5%

Holding it back

Chronic Disease Burden

healthier than 16%

21%

Social Need / SDOH

healthier than 34%

16%

Mental Health

healthier than 27%

8%

Disability

healthier than 24%

7%

Lifting this score

Environmental Hazard

healthier than 95%

14%

Climate / Disaster Risk

healthier than 85%

5%

Healthcare Access

healthier than 63%

5%

Holding it back

Chronic Disease Burden

healthier than 28%

21%

Social Need / SDOH

healthier than 28%

16%

Preventive Care

healthier than 37%

13%

Risk Behavior

healthier than 26%

11%

Mental Health

healthier than 20%

8%

Disability

healthier than 28%

7%

Lifting this score

Environmental Hazard

in the top 0.00%

14%

Climate / Disaster Risk

healthier than 91%

5%

About typical

Healthcare Access

healthier than 59%

5%

Holding it back

Chronic Disease Burden

healthier than 13%

21%

Social Need / SDOH

healthier than 19%

16%

Preventive Care

healthier than 31%

13%

Risk Behavior

healthier than 19%

11%

Mental Health

healthier than 16%

8%

Disability

healthier than 16%

7%

“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 ›

Findings that name this ZIP

One of our published findings lists this ZIP code. Each finding compares one published measure against a stated benchmark, and names only the ZIP codes whose estimates are reliable enough to rank. See all surprising findings.

  • Clean environment, heavy chronic burden

    Where the environment and chronic illness point in opposite directions

    Environmental-hazard standing 96.1 (top 10%); chronic-disease standing 16.0 — 80 points apart, cleaner on the environment than it is on chronic illness.

    Ranked #489 of the 18,187 ZIP codes this finding names, ordered by the gap from cleanest environment to heaviest chronic burden, highest first.

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 adults34.7%31.0–38.4
High blood pressure among adults42.5%38.1–46.8
Cancer (non-skin) or melanoma among adults10.4%9.3–11.5
Current asthma among adults11.3%9.9–12.7
Coronary heart disease among adults9.7%8.4–10.8
Chronic obstructive pulmonary disease among adults10.8%9.2–12.5
Depression among adults25.5%21.7–29.2
Diagnosed diabetes among adults16.3%14.0–18.6
High cholesterol among adults who have ever been screened44.6%39.9–49.0
Obesity among adults36.8%29.4–44.3
Stroke among adults4.7%4.2–5.3
All teeth lost among adults aged >=65 years14.1%11.5–17.0
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years9.3%7.4–11.4
Taking medicine to control high blood pressure among adults with high blood pressure81.2%78.2–83.6
Visits to doctor for routine checkup within the past year among adults80.0%76.5–83.2
Cholesterol screening among adults86.8%84.8–88.8
Colorectal cancer screening among adults aged 45–75 years68.1%63.3–72.7
Visited dentist or dental clinic in the past year among adults64.4%60.9–67.9
Mammography use among women aged 50-74 years73.0%65.2–80.0
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults14.0%11.4–16.9
Current cigarette smoking among adults18.2%14.8–21.3
No leisure-time physical activity among adults29.7%24.7–34.6
Short sleep duration among adults35.9%30.1–42.1
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults23.6%19.9–27.2
Frequent mental distress among adults17.9%15.7–20.2
Frequent physical distress among adults17.1%14.8–19.3
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults16.9%14.4–19.3
Any disability among adults37.7%32.6–42.4
Hearing disability among adults9.8%8.6–11.1
Independent living disability among adults10.3%8.8–11.8
Mobility disability among adults19.1%16.2–21.9
Self-care disability among adults5.0%4.3–5.7
Vision disability among adults6.1%5.3–7.0
Health-Related Social NeedsCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Lack of social and emotional support among adults19.8%16.6–23.4
Food insecurity in the past 12 months among adults14.6%11.9–17.6
Received food stamps in the past 12 months among adults14.0%11.3–16.9
Housing insecurity in the past 12 months among adults10.8%9.0–12.8
Lack of reliable transportation in the past 12 months among adults8.2%7.0–9.6
Loneliness among adults31.0%26.4–36.5
Utility services shut-off threat in the past 12 months among adults7.6%6.5–8.9
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)VA median (p10–p90)
Poverty rate34.9%10.6% (3.1–25.8%) n=32,3649.2% (2.0–22.9%) n=863
Uninsured 18–645.1%9.0% (1.5–24.3%) n=32,2868.3% (0.0–19.2%) n=861
No HS diploma (25+)4.8%7.9% (1.8–20.7%) n=32,5059.2% (1.9–20.7%) n=872
Bachelor's or higher (25+)9.6%23.3% (9.2–53.6%) n=32,50526.0% (9.2–59.8%) n=872
Unemployment rate (16+)1.3%3.9% (0.0–9.8%) n=32,2743.2% (0.0–8.2%) n=860
Households without a vehicle4.1%3.9% (0.0–12.5%) n=32,3223.6% (0.0–11.3%) n=862
Broadband subscription78.6%89.3% (75.1–97.1%) n=32,32287.9% (69.5–97.9%) n=862
Housing cost burden (≥30% income)20.7%23.7% (10.6–40.0%) n=32,32223.1% (10.8–38.1%) n=862
Homeownership rate76.7%78.7% (51.7–94.0%) n=32,32278.1% (52.2–95.9%) n=862
Crowded housing (>1 per room)8.5%1.3% (0.0–6.3%) n=32,3220.7% (0.0–4.0%) n=862
Foreign-born population1.9%2.6% (0.0–18.6%) n=32,5532.9% (0.0–17.0%) n=874
Single-parent households44.5%53.6% (37.3–74.1%) n=32,08754.3% (38.2–78.2%) n=855
Population 65+18.6%19.4% (10.8–33.6%) n=32,55320.5% (10.8–37.3%) n=874
Median age35.5 yr42.2 yr (33.0–56.3) n=32,29243.6 yr (34.0–59.2) n=864
Median household income$49,353$72,070 ($46,039–$118,707) n=30,318$73,854 ($46,504–$141,698) n=804
Median home value$246,300$222,200 ($100,300–$579,820) n=30,049$274,800 ($123,240–$642,380) n=789
Median gross rent$680$1,021 ($677–$1,912) n=25,670$1,144 ($742–$2,191) n=615
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)VA median (p10–p90)
Life expectancy at birth76.6 yr ± 0.9878.9 yr (74.7–82.8) n=31,30877.6 yr (74.5–81.4) n=826

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 0.98 years of 76.6, 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