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ZipVitals

ZIP code

40734

in Gray, KentuckyPopulation 3,602

28.56/ 100

Ranked #31,024 of 32,066 US ZIPs (bottom 3.3%)

Ranked #498 of 742 Kentucky ZIPs (bottom 33%)

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.

Tooth loss

26.8%

in the top 5.4% nationally

Lower is healthier

ST66th
US95th
Definition & source ›

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

Full methodology ›

PFAS in drinking water

100%

at the national maximum

Lower is healthier

ST99th
US99th
Definition & source ›

The share of residents served by public water systems where PFAS — man-made “forever chemicals” that build up in the body and environment instead of breaking down — were detected in EPA testing.

Measured from EPA records for the public water systems that serve this ZIP. Households on private wells — roughly 30% of the US population — are not covered by this measure, and this figure says nothing about their water.

Full methodology ›

Poverty rate

32.6%

in the top 5.5% nationally

Lower is healthier

ST85th
US95th
Definition & source ›

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

Full methodology ›

Short sleep

42.5%

in the top 7.8% nationally

Lower is healthier

ST65th
US92nd
Definition & source ›

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

Full methodology ›

Tree cover

69.4%

in the top 9.5% nationally

Higher is healthier

ST62nd
US91st
Definition & source ›

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

Full methodology ›

Median household income

$42,500

in the bottom 7.3% nationally

Higher is healthier

ST22nd
US7th
Definition & source ›

The middle household income in this ZIP — half of households earn more, half earn less — in dollars per year.

Full methodology ›

The read

From the measures that could be gathered, Gray, Kentucky (ZIP 40734) lands in the bottom 3.3% nationally (31,024th) and the bottom 33% of Kentucky (498th), based on limited data; treat as directional.

continue reading

So far as the data reaches, a few readings can be drawn: modeled tree cover rests in the top 9.5% nationally, and industrial-pollution burden resides in the bottom 15.0% nationally. Housing-cost burden is in the bottom 17% nationally. By contrast, modeled tooth loss lands in the top 5.4% nationally, PFAS in drinking water stands at the national maximum, and poverty registers in the top 5.5% nationally. Modeled short sleep settles in the top 7.8% nationally, modeled mammography sits in the bottom 10.7% nationally, and household income lies in the bottom 7.3% nationally. Recreation rests at the national minimum, shared with about 35% of ZIPs.

For readers new to these terms, PFAS in drinking water is the family of man-made "forever chemicals" that build up in the body and environment instead of breaking down. Industrial-pollution burden is the EPA's modeled screening score weighting industrial chemical releases by their toxicity and how many people live nearby. Among nearby ZIPs, the nearest healthier one overall is ZIP 40701, 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.

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 62%

16%

Healthcare Access

healthier than 75%

6%

About typical

Climate / Disaster Risk

healthier than 54%

6%

Holding it back

Social Need / SDOH

healthier than 13%

19%

Preventive CarePartial

healthier than 7%

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%

Holding it back

Social Need / SDOH

healthier than 13%

19%

Preventive CarePartial

in the bottom 0.00%

15%

Healthcare Access

in the bottom 0.00%

6%

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 ›

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 years26.8%22.8–31.1
PreventionCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Colorectal cancer screening among adults aged 45–75 years60.1%54.7–65.3
Visited dentist or dental clinic in the past year among adults49.4%45.6–53.0
Mammography use among women aged 50-74 years69.1%60.6–76.8
Health Risk BehaviorsCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Short sleep duration among adults42.5%35.9–49.4
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)KY median (p10–p90)
Poverty rate32.6%10.6% (3.1–25.8%) n=32,36417.1% (4.6–39.2%) n=747
Uninsured 18–647.1%9.0% (1.5–24.3%) n=32,2866.9% (0.0–16.5%) n=741
No HS diploma (25+)24.2%7.9% (1.8–20.7%) n=32,50513.7% (3.8–29.1%) n=748
Bachelor's or higher (25+)7.7%23.3% (9.2–53.6%) n=32,50514.8% (1.5–33.6%) n=748
Unemployment rate (16+)6.7%3.9% (0.0–9.8%) n=32,2743.8% (0.0–11.2%) n=733
Households without a vehicle3.5%3.9% (0.0–12.5%) n=32,3224.6% (0.0–15.0%) n=745
Broadband subscription89.7%89.3% (75.1–97.1%) n=32,32286.7% (71.5–97.1%) n=745
Housing cost burden (≥30% income)14.5%23.7% (10.6–40.0%) n=32,32220.9% (6.2–34.7%) n=745
Homeownership rate76.5%78.7% (51.7–94.0%) n=32,32278.0% (58.2–96.7%) n=745
Crowded housing (>1 per room)2.6%1.3% (0.0–6.3%) n=32,3220.7% (0.0–4.8%) n=745
Foreign-born population0.0%2.6% (0.0–18.6%) n=32,5530.3% (0.0–5.4%) n=749
Single-parent households53.4%53.6% (37.3–74.1%) n=32,08752.0% (34.7–75.0%) n=738
Population 65+9.7%19.4% (10.8–33.6%) n=32,55318.2% (9.6–29.6%) n=749
Median age42.3 yr42.2 yr (33.0–56.3) n=32,29241.8 yr (32.3–53.9) n=738
Median household income$42,500$72,070 ($46,039–$118,707) n=30,318$57,097 ($34,611–$87,693) n=645
Median home value$131,700$222,200 ($100,300–$579,820) n=30,049$144,600 ($66,860–$265,120) n=643
Median gross rent$697$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 birth70.9 yr ± 2.0578.9 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 2.05 years of 70.9, 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