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ZipVitals

ZIP code

35004

in Moody, AlabamaPopulation 12,155

50.88/ 100

Ranked #15,037 of 32,066 US ZIPs (top 47%)

Ranked #102 of 619 Alabama ZIPs (top 16%)

Ranked #37 of 116 Birmingham, AL ZIPs (top 32%)

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.

Air-toxics cancer risk

40.3 per million

in the top 2.2% nationally

Lower is healthier

ST99th
US98th
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 ›

Distance to a Superfund site

1.9 mi

in the bottom 10.6% nationally

Higher is healthier

ST4th
US11th
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 ›

Stroke

3.2%

in the bottom 24% nationally

Lower is healthier

ST9th
US24th
Definition & source ›

The estimated share of adults who have been told by a health professional that they have had a stroke.

Full methodology ›

Fatal road crashes

6.6 per 100,000 residents per year

in the bottom 28% nationally

Lower is healthier

ST9th
US28th
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 ›

The read

Moody, Alabama (ZIP 35004), in overall standing, comes out in the top 47% healthiest ZIPs nationally (15,037th) and the top 16% of Alabama (102nd).

continue reading

A few readings each way define this mixed profile: subsidized affordable housing rests in the top 13.0% nationally, physicians settles in the top 18% nationally, and grocery lands in the top 23% nationally. Modeled coronary heart disease rests in the bottom 23% nationally. Pulling the other way, modeled air-toxics cancer risk settles in the top 2.2% nationally, and distance to a Superfund site lands in the bottom 10.6% nationally. Modeled loneliness rests in the top 13.3% nationally, and humid heat settles in the top 16% nationally. Childcare lands at the national minimum, shared with about 42% of ZIPs. Unemployment rests in the top 22% nationally.

Set within its surrounding area, park land runs far higher than the surrounding ZIPs on this measure. Defined simply, for reference, air-toxics cancer risk is a modeled EPA estimate of added lifetime cancer risk from breathing outdoor air, per million people. Distance to a Superfund site is an abandoned or uncontrolled hazardous-waste site the EPA has identified for cleanup. Subsidized affordable housing is the main federal tax-credit program (HUD) funding affordable rental housing, counted as local units it supports. The closest healthier ZIP overall is ZIP 35094, 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 Birmingham, AL metro area.

Compared with the ZIP codes measured across all nine scoring domains — not with all US ZIP codes.

Compare within

Lifting this score

Chronic Disease Burden

healthier than 60%

21%

Social Need / SDOH

healthier than 61%

16%

About typical

Preventive Care

healthier than 50%

13%

Risk Behavior

healthier than 54%

11%

Disability

healthier than 57%

7%

Holding it back

Environmental Hazard

healthier than 23%

14%

Mental Health

healthier than 27%

8%

Climate / Disaster Risk

healthier than 38%

5%

Healthcare Access

healthier than 29%

5%

Lifting this score

Chronic Disease Burden

healthier than 89%

21%

Social Need / SDOH

healthier than 82%

16%

Risk Behavior

healthier than 83%

11%

Disability

healthier than 88%

7%

Climate / Disaster Risk

healthier than 78%

5%

About typical

Preventive Care

healthier than 55%

13%

Holding it back

Environmental Hazard

healthier than 15%

14%

Mental Health

healthier than 34%

8%

Healthcare Access

healthier than 23%

5%

Lifting this score

Chronic Disease Burden

healthier than 76%

21%

Social Need / SDOH

healthier than 75%

16%

Risk Behavior

healthier than 65%

11%

Disability

healthier than 75%

7%

About typical

Preventive Care

healthier than 47%

13%

Climate / Disaster Risk

healthier than 54%

5%

Holding it back

Environmental Hazard

healthier than 34%

14%

Mental Health

healthier than 34%

8%

Healthcare Access

healthier than 19%

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 ›

Findings that name this ZIP

2 of our published findings list 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.

  • Below what income predicts

    The ZIP codes that outlive their incomes

    Estimated life expectancy is 76.9 ± 1.9 years. A median household income of $87,652 predicts 79.6 years — 2.7 years below.

    Ranked #3,692 of the 5,842 ZIP codes this finding names, ordered by years above what income predicts, highest first.

  • Highest-risk tenth

    Air toxics and the years between the two ends of the risk scale

    Modeled air-toxics cancer risk is 40.3 cases per million — among the tenth of compared ZIP codes with the most. Estimated life expectancy is 76.9 ± 1.9 years.

    Ranked #441 of the 4,173 ZIP codes this finding names, ordered by modeled air-toxics risk, 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 adults28.7%25.4–32.1
High blood pressure among adults38.8%34.5–43.1
Cancer (non-skin) or melanoma among adults8.0%7.3–8.9
Current asthma among adults10.1%8.9–11.4
Coronary heart disease among adults6.0%5.3–6.7
Chronic obstructive pulmonary disease among adults6.9%6.1–7.8
Depression among adults25.5%21.8–29.6
Diagnosed diabetes among adults11.6%10.0–13.3
High cholesterol among adults who have ever been screened40.3%35.9–44.8
Obesity among adults39.2%31.7–47.0
Stroke among adults3.2%3.0–3.5
All teeth lost among adults aged >=65 years11.8%9.4–14.5
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years8.7%7.2–10.2
Taking medicine to control high blood pressure among adults with high blood pressure75.7%72.5–78.6
Visits to doctor for routine checkup within the past year among adults79.2%75.6–82.5
Cholesterol screening among adults86.1%84.0–87.8
Colorectal cancer screening among adults aged 45–75 years67.0%62.1–71.9
Visited dentist or dental clinic in the past year among adults61.3%57.4–65.0
Mammography use among women aged 50-74 years75.4%67.8–82.1
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults16.0%13.1–19.3
Current cigarette smoking among adults14.6%12.5–16.8
No leisure-time physical activity among adults25.9%21.7–30.2
Short sleep duration among adults35.7%29.4–42.3
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults19.6%17.0–22.3
Frequent mental distress among adults17.8%15.7–19.9
Frequent physical distress among adults13.3%11.7–15.0
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults15.6%13.8–17.7
Any disability among adults33.7%29.4–38.0
Hearing disability among adults7.3%6.5–8.3
Independent living disability among adults8.6%7.6–9.6
Mobility disability among adults13.9%12.2–15.9
Self-care disability among adults3.6%3.3–4.0
Vision disability among adults4.6%4.2–5.1
Health-Related Social NeedsCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Lack of social and emotional support among adults24.6%21.4–28.3
Food insecurity in the past 12 months among adults15.2%13.0–17.6
Received food stamps in the past 12 months among adults10.4%8.8–12.3
Housing insecurity in the past 12 months among adults11.9%10.2–13.7
Lack of reliable transportation in the past 12 months among adults8.1%7.1–9.2
Loneliness among adults36.8%32.0–42.0
Utility services shut-off threat in the past 12 months among adults7.9%6.8–9.0
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)AL median (p10–p90)
Poverty rate6.3%10.6% (3.1–25.8%) n=32,36415.4% (5.1–31.1%) n=623
Uninsured 18–648.8%9.0% (1.5–24.3%) n=32,28613.7% (5.2–25.2%) n=625
No HS diploma (25+)4.6%7.9% (1.8–20.7%) n=32,50513.2% (3.6–23.0%) n=626
Bachelor's or higher (25+)27.5%23.3% (9.2–53.6%) n=32,50516.9% (6.9–38.8%) n=626
Unemployment rate (16+)6.8%3.9% (0.0–9.8%) n=32,2744.2% (0.0–11.0%) n=622
Households without a vehicle2.6%3.9% (0.0–12.5%) n=32,3224.0% (0.0–12.1%) n=622
Broadband subscription91.0%89.3% (75.1–97.1%) n=32,32284.9% (68.8–94.9%) n=622
Housing cost burden (≥30% income)18.9%23.7% (10.6–40.0%) n=32,32221.3% (10.1–35.0%) n=622
Homeownership rate73.6%78.7% (51.7–94.0%) n=32,32278.3% (54.7–92.5%) n=622
Crowded housing (>1 per room)2.8%1.3% (0.0–6.3%) n=32,3221.3% (0.0–4.2%) n=622
Foreign-born population2.8%2.6% (0.0–18.6%) n=32,5531.3% (0.0–6.2%) n=628
Single-parent households50.2%53.6% (37.3–74.1%) n=32,08750.9% (35.0–68.6%) n=617
Population 65+20.0%19.4% (10.8–33.6%) n=32,55319.0% (11.9–29.2%) n=628
Median age43.2 yr42.2 yr (33.0–56.3) n=32,29241.3 yr (33.4–52.9) n=621
Median household income$87,652$72,070 ($46,039–$118,707) n=30,318$55,896 ($37,738–$88,230) n=587
Median home value$232,700$222,200 ($100,300–$579,820) n=30,049$160,950 ($87,300–$292,680) n=568
Median gross rent$1,601$1,021 ($677–$1,912) n=25,670$856 ($625–$1,266) n=503
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)AL median (p10–p90)
Life expectancy at birth76.9 yr ± 0.9578.9 yr (74.7–82.8) n=31,30874.7 yr (72.1–78.3) n=599

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 0.95 years of 76.9, 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