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ZipVitals

ZIP code

41701

in Hazard, KentuckyPopulation 17,453

32.24/ 100

Ranked #30,247 of 32,066 US ZIPs (bottom 5.7%)

Ranked #421 of 742 Kentucky ZIPs (bottom 43%)

Ranks are modeled estimates — ZIPs a few hundred places apart are effectively tied.

Some domains have limited local data — read this Score as directional

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.

Mental-health provider access

0.24 per 1,000 residents

in the top 3.1% nationally

Higher is healthier

ST97th
US97th
Definition & source ›

The number of mental-health clinics 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 ›

Outpatient-care access

0.78 per 1,000 residents

in the top 3.3% nationally

Higher is healthier

ST97th
US97th
Definition & source ›

The number of outpatient clinics 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 ›

Pharmacy access

0.54 per 1,000 residents

in the top 4.4% nationally

Higher is healthier

ST92nd
US96th
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 ›

Physician access

2.5 per 1,000 residents

in the top 4.9% nationally

Higher is healthier

ST97th
US95th
Definition & source ›

The number of physicians’ offices 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 ›

Industrial-pollution burden

in the bottom 5.1% nationally

Lower is healthier

ST12th
US5th
Definition & source ›

The EPA’s modeled screening score for industrial chemical releases, weighting the amounts released by their toxicity and how many people live nearby — a relative comparison score, not a measured exposure.

Full methodology ›

Short sleep

42.7%

in the top 7.2% nationally

Lower is healthier

ST68th
US93rd
Definition & source ›

The estimated share of adults who usually sleep less than seven hours in a 24-hour period.

Full methodology ›

Tooth loss

24.3%

in the top 8.3% nationally

Lower is healthier

ST55th
US92nd
Definition & source ›

The estimated share of adults aged 65 and older who have lost all of their natural teeth.

Full methodology ›

Distance to a hazardous-chemical facility

15.5 mi

in the top 7.6% nationally

Higher is healthier

ST86th
US92nd
Definition & source ›

The distance in miles from this ZIP’s edge to the nearest facility that handles enough hazardous chemicals to require an EPA risk-management plan for accidental releases.

Full methodology ›

Tree cover

73.1%

in the top 7.7% nationally

Higher is healthier

ST65th
US92nd
Definition & source ›

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

Full methodology ›

Poverty rate

27.4%

in the top 8.6% nationally

Lower is healthier

ST77th
US91st
Definition & source ›

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

Full methodology ›

The read

With only some of the sources reporting, Hazard, Kentucky (ZIP 41701) lands in the bottom 5.7% nationally (30,247th) and the bottom 43% of Kentucky (421st), based on limited data; treat as directional.

continue reading

Reading what data there is, a few things can be said: mental-health providers lands in the top 3.1% nationally, outpatient lies in the top 3.3% nationally, and pharmacy stands in the top 4.4% nationally. Physicians rests in the top 4.9% nationally, and modeled industrial-pollution burden registers in the bottom 5.1% nationally. Distance to an emergency room resides at the national minimum, shared with about 11% of ZIPs. Distance to a hazardous-chemical facility settles in the top 7.6% nationally, and modeled tree cover is in the top 7.7% nationally. Working the other way, modeled short sleep sits in the top 7.2% nationally, and tooth loss lands in the top 8.3% nationally.

Put simply, industrial-pollution burden is the EPA's modeled screening score weighting industrial chemical releases by their toxicity and how many people live nearby. Distance to a hazardous-chemical facility is a plant handling large amounts of hazardous chemicals that must file an EPA risk-management plan for accidental releases. On the overall standing, ZIP 41367, 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

Environmental Hazard

healthier than 61%

16%

Climate / Disaster Risk

healthier than 63%

6%

Healthcare Access

in the top 0.00%

6%

Holding it back

Social Need / SDOH

healthier than 23%

19%

Preventive CarePartial

healthier than 8%

15%

Not placed: Chronic Disease Burden and Risk Behavior — too little of each is measured here to compare reliably. They still count toward the score (together 38% of it); we just will not publish a standing we cannot stand behind.

No data: Mental Health and Disability — not measured in this ZIP, so it is left out of the score entirely rather than estimated.

Lifting this score

Environmental Hazard

in the top 0.00%

16%

Climate / Disaster Risk

in the top 0.00%

6%

Healthcare Access

in the top 0.00%

6%

About typical

Social Need / SDOH

healthier than 47%

19%

Holding it back

Preventive CarePartial

in the bottom 0.00%

15%

Not placed: Chronic Disease Burden and Risk Behavior — too little of each is measured here to compare reliably. They still count toward the score (together 38% of it); we just will not publish a standing we cannot stand behind.

No data: Mental Health and Disability — not measured in this ZIP, so it is left out of the score entirely rather than estimated.

“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.

  • Below what income predicts

    The ZIP codes that outlive their incomes

    Estimated life expectancy is 74.0 ± 1.4 years. A median household income of $39,439 predicts 76.4 years — 2.4 years below.

    Ranked #3,356 of the 5,842 ZIP codes this finding names, ordered by years above what income predicts, 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 · BRFSS
MeasureCrude prevalence95% CI
All teeth lost among adults aged >=65 years24.3%20.7–28.2
PreventionCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Colorectal cancer screening among adults aged 45–75 years60.3%55.2–65.3
Visited dentist or dental clinic in the past year among adults51.0%47.1–54.6
Mammography use among women aged 50-74 years69.9%61.9–76.9
Health Risk BehaviorsCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Short sleep duration among adults42.7%36.3–49.4
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)KY median (p10–p90)
Poverty rate27.4%10.6% (3.1–25.8%) n=32,36417.1% (4.6–39.2%) n=747
Uninsured 18–644.3%9.0% (1.5–24.3%) n=32,2866.9% (0.0–16.5%) n=741
No HS diploma (25+)21.0%7.9% (1.8–20.7%) n=32,50513.7% (3.8–29.1%) n=748
Bachelor's or higher (25+)18.3%23.3% (9.2–53.6%) n=32,50514.8% (1.5–33.6%) n=748
Unemployment rate (16+)6.4%3.9% (0.0–9.8%) n=32,2743.8% (0.0–11.2%) n=733
Households without a vehicle8.5%3.9% (0.0–12.5%) n=32,3224.6% (0.0–15.0%) n=745
Broadband subscription88.4%89.3% (75.1–97.1%) n=32,32286.7% (71.5–97.1%) n=745
Housing cost burden (≥30% income)28.4%23.7% (10.6–40.0%) n=32,32220.9% (6.2–34.7%) n=745
Homeownership rate62.5%78.7% (51.7–94.0%) n=32,32278.0% (58.2–96.7%) n=745
Crowded housing (>1 per room)3.6%1.3% (0.0–6.3%) n=32,3220.7% (0.0–4.8%) n=745
Foreign-born population0.7%2.6% (0.0–18.6%) n=32,5530.3% (0.0–5.4%) n=749
Single-parent households40.7%53.6% (37.3–74.1%) n=32,08752.0% (34.7–75.0%) n=738
Population 65+17.7%19.4% (10.8–33.6%) n=32,55318.2% (9.6–29.6%) n=749
Median age39.6 yr42.2 yr (33.0–56.3) n=32,29241.8 yr (32.3–53.9) n=738
Median household income$39,439$72,070 ($46,039–$118,707) n=30,318$57,097 ($34,611–$87,693) n=645
Median home value$97,600$222,200 ($100,300–$579,820) n=30,049$144,600 ($66,860–$265,120) n=643
Median gross rent$821$1,021 ($677–$1,912) n=25,670$821 ($592–$1,170) n=466
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)KY median (p10–p90)
Life expectancy at birth74.0 yr ± 0.7078.9 yr (74.7–82.8) n=31,30874.8 yr (71.5–78.1) n=739

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 0.70 years of 74.0, 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