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ZipVitals

ZIP code

41159

in Martha, KentuckyPopulation 514

15.69/ 100

Ranked #32,012 of 32,066 US ZIPs (bottom 0.2%)

Ranked #712 of 742 Kentucky ZIPs (bottom 4.1%)

Ranked #62 of 65 Huntington-Ashland, WV-KY-OH ZIPs (bottom 4.7%)

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

37.3%

in the top 0.8% nationally

Lower is healthier

ST96th
US99th
Definition & source ›

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

Full methodology ›

Unemployment rate

45.5%

in the top 0.3% nationally

Lower is healthier

ST99th
US99th
Definition & source ›

The share of the civilian labor force that is unemployed.

Full methodology ›

Crowded housing

18.5%

in the top 1.5% nationally

Lower is healthier

ST99th
US99th
Definition & source ›

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

Full methodology ›

Poverty rate

46.1%

in the top 2.0% nationally

Lower is healthier

ST93rd
US98th
Definition & source ›

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

Full methodology ›

Tree cover

86.3%

in the top 2.6% nationally

Higher is healthier

ST82nd
US97th
Definition & source ›

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

Full methodology ›

Fiber broadband

99.6%

in the top 3.1% nationally

Higher is healthier

ST92nd
US97th
Definition & source ›

The share of homes where fiber-optic internet service is available.

Full methodology ›

Short sleep

44%

in the top 4.5% nationally

Lower is healthier

ST80th
US96th
Definition & source ›

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

Full methodology ›

Mammography

67.1%

in the bottom 5.7% nationally

Higher is healthier

ST14th
US6th
Definition & source ›

The estimated share of women aged 50–74 who had a mammogram within the past two years.

Full methodology ›

Energy-cost burden

5.5%

in the top 5.1% nationally

Lower is healthier

ST93rd
US95th
Definition & source ›

The modeled share of household income spent on home energy bills — electricity, gas, and heating fuels.

A modeled share of household income spent on home energy. Estimates that hit the model’s 100% ceiling are suppressed rather than published, because at that point the figure reflects the model’s limit rather than a measured burden.

Full methodology ›

Transportation noise

0.03%

in the bottom 6.3% nationally

Lower is healthier

ST7th
US6th
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 ›

The read

From what the available data documents, Martha, Kentucky (ZIP 41159) lands in the bottom 0.2% nationally (32,012th) and the bottom 4.1% of Kentucky (712th), based on limited data; treat as directional.

continue reading

On what has been documented so far, the readings are limited but real: modeled tree cover stands in the top 2.6% nationally, fiber broadband lands in the top 3.1% nationally, and modeled transportation noise is in the bottom 6.3% nationally. Working the other way, modeled tooth loss resides in the top 0.8% nationally, unemployment rests in the top 0.3% nationally, and crowded housing lies in the top 1.5% nationally. Poverty sits in the top 2.0% nationally, and modeled short sleep settles in the top 4.5% nationally. Modeled mammography registers in the bottom 5.7% nationally, and energy burden stands in the top 5.1% nationally.

Relative to the ZIPs around it, unemployment runs far higher than the surrounding ZIPs on this measure. In plain terms, energy burden is the share of household income that goes to home energy bills. Transportation noise is the modeled share of an area exposed to average road, rail, and air noise at or above 55 decibels. The nearest healthier ZIP overall is ZIP 41149, 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 Huntington-Ashland, WV-KY-OH 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 60%

16%

Climate / Disaster Risk

healthier than 62%

6%

Holding it back

Social Need / SDOH

healthier than 3%

19%

Preventive CarePartial

healthier than 3%

15%

Healthcare Access

healthier than 20%

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.

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

in the bottom 0.00%

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.

Lifting this score

Environmental Hazard

healthier than 85%

16%

Climate / Disaster Risk

healthier than 92%

6%

Holding it back

Social Need / SDOH

healthier than 8%

19%

Preventive CarePartial

in the bottom 0.00%

15%

Healthcare Access

healthier than 1%

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 years37.3%31.8–42.6
PreventionCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Colorectal cancer screening among adults aged 45–75 years59.2%53.5–64.9
Visited dentist or dental clinic in the past year among adults41.6%37.7–45.5
Mammography use among women aged 50-74 years67.1%57.5–75.5
Health Risk BehaviorsCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Short sleep duration among adults44.0%36.4–51.5
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)KY median (p10–p90)
Poverty rate46.1%10.6% (3.1–25.8%) n=32,36417.1% (4.6–39.2%) n=747
Uninsured 18–640.0%9.0% (1.5–24.3%) n=32,2866.9% (0.0–16.5%) n=741
No HS diploma (25+)44.6%7.9% (1.8–20.7%) n=32,50513.7% (3.8–29.1%) n=748
Bachelor's or higher (25+)12.7%23.3% (9.2–53.6%) n=32,50514.8% (1.5–33.6%) n=748
Unemployment rate (16+)45.5%3.9% (0.0–9.8%) n=32,2743.8% (0.0–11.2%) n=733
Households without a vehicle0.0%3.9% (0.0–12.5%) n=32,3224.6% (0.0–15.0%) n=745
Broadband subscription93.0%89.3% (75.1–97.1%) n=32,32286.7% (71.5–97.1%) n=745
Housing cost burden (≥30% income)30.6%23.7% (10.6–40.0%) n=32,32220.9% (6.2–34.7%) n=745
Homeownership rate77.1%78.7% (51.7–94.0%) n=32,32278.0% (58.2–96.7%) n=745
Crowded housing (>1 per room)18.5%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 households23.7%53.6% (37.3–74.1%) n=32,08752.0% (34.7–75.0%) n=738
Population 65+11.3%19.4% (10.8–33.6%) n=32,55318.2% (9.6–29.6%) n=749
Median age25.3 yr42.2 yr (33.0–56.3) n=32,29241.8 yr (32.3–53.9) n=738
Median household income$45,096$72,070 ($46,039–$118,707) n=30,318$57,097 ($34,611–$87,693) n=645
Median home value$222,200 ($100,300–$579,820) n=30,049$144,600 ($66,860–$265,120) n=643
Median gross rent$763$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 birth76.9 yr ± 2.4278.9 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 2.42 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