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ZipVitals

ZIP code

41714

in Bear Branch, KentuckyPopulation 454

30.59/ 100

Ranked #30,641 of 32,066 US ZIPs (bottom 4.5%)

Ranked #454 of 742 Kentucky ZIPs (bottom 39%)

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.

Tree cover

92.6%

in the top 0.7% nationally

Higher is healthier

ST97th
US99th
Definition & source ›

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

Full methodology ›

Mammography

63.1%

in the bottom 1.6% nationally

Higher is healthier

ST2nd
US2nd
Definition & source ›

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

Full methodology ›

Park land

73.1%

in the top 1.0% nationally

Higher is healthier

ST99th
US99th
Definition & source ›

The share of this ZIP’s land area that is public parkland.

Full methodology ›

Households without a vehicle

44.4%

in the top 1.3% nationally

Lower is healthier

ST99th
US99th
Definition & source ›

The share of households with no vehicle available.

Full methodology ›

Slow internet speeds

4.9%

in the top 2.5% nationally

Lower is healthier

ST99th
US98th
Definition & source ›

The share of homes whose fastest available download speed is under 10 Mbps.

Full methodology ›

Lead in tap water

0 ppb

at the national minimum

Lower is healthier

US1st
Definition & source ›

The lead level at the 90th percentile of tap-water samples reported by the public water systems serving this ZIP, in parts per billion — the EPA requires action above 15 ppb.

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 ›

Tooth loss

25.3%

in the top 6.9% nationally

Lower is healthier

ST60th
US93rd
Definition & source ›

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

Full methodology ›

Poverty rate

26.9%

in the top 9.0% nationally

Lower is healthier

ST75th
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 ›

Energy-cost burden

5.0%

in the top 9.1% nationally

Lower is healthier

ST84th
US91st
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 ›

Housing-cost burden

36.2%

in the top 15% nationally

Lower is healthier

ST91st
US85th
Definition & source ›

The share of households spending 30% or more of their income on housing.

Full methodology ›

The read

On the coverage assembled to date, Bear Branch, Kentucky (ZIP 41714) lands in the bottom 4.5% nationally (30,641st) and the bottom 39% of Kentucky (454th), based on limited data; treat as directional.

continue reading

The measures that are covered come first, caveats noted: modeled tree cover resides in the top 0.7% nationally, and park land lands in the top 1.0% nationally. Lead in tap water registers at the national minimum. Unemployment sits at the national minimum, shared with about 15% of ZIPs. By contrast, modeled mammography rests in the bottom 1.6% nationally, households without a vehicle is in the top 1.3% nationally, and slow internet speeds stands in the top 2.5% nationally. Modeled tooth loss settles in the top 6.9% nationally, and poverty lies in the top 9.0% nationally. Fiber broadband resides at the national minimum, shared with about 19% of ZIPs.

Compared with the ZIPs it borders, park land runs far higher than the surrounding ZIPs on this measure. In plainer terms, lead in tap water is the EPA trigger, 15 parts per billion in tap samples, above which a water system must act on lead. For a healthier nearby ZIP overall, look to ZIP 41762, 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 89%

16%

Climate / Disaster Risk

healthier than 67%

6%

About typical

Healthcare Access

healthier than 47%

6%

Holding it back

Social Need / SDOH

healthier than 12%

19%

Preventive CarePartial

healthier than 5%

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 8%

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 years25.3%21.0–29.7
PreventionCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Colorectal cancer screening among adults aged 45–75 years66.4%61.1–71.6
Visited dentist or dental clinic in the past year among adults46.6%42.6–50.5
Mammography use among women aged 50-74 years63.1%53.3–71.9
Health Risk BehaviorsCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Short sleep duration among adults41.7%34.5–49.2
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)KY median (p10–p90)
Poverty rate26.9%10.6% (3.1–25.8%) n=32,36417.1% (4.6–39.2%) n=747
Uninsured 18–642.5%9.0% (1.5–24.3%) n=32,2866.9% (0.0–16.5%) n=741
No HS diploma (25+)27.7%7.9% (1.8–20.7%) n=32,50513.7% (3.8–29.1%) n=748
Bachelor's or higher (25+)0.0%23.3% (9.2–53.6%) n=32,50514.8% (1.5–33.6%) n=748
Unemployment rate (16+)0.0%3.9% (0.0–9.8%) n=32,2743.8% (0.0–11.2%) n=733
Households without a vehicle44.4%3.9% (0.0–12.5%) n=32,3224.6% (0.0–15.0%) n=745
Broadband subscription77.3%89.3% (75.1–97.1%) n=32,32286.7% (71.5–97.1%) n=745
Housing cost burden (≥30% income)36.2%23.7% (10.6–40.0%) n=32,32220.9% (6.2–34.7%) n=745
Homeownership rate69.1%78.7% (51.7–94.0%) n=32,32278.0% (58.2–96.7%) n=745
Crowded housing (>1 per room)0.0%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 households27.3%53.6% (37.3–74.1%) n=32,08752.0% (34.7–75.0%) n=738
Population 65+3.7%19.4% (10.8–33.6%) n=32,55318.2% (9.6–29.6%) n=749
Median age41.5 yr42.2 yr (33.0–56.3) n=32,29241.8 yr (32.3–53.9) n=738
Median household income$72,070 ($46,039–$118,707) n=30,318$57,097 ($34,611–$87,693) n=645
Median home value$131,800$222,200 ($100,300–$579,820) n=30,049$144,600 ($66,860–$265,120) n=643
Median gross rent$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 birth72.4 yr ± 1.1278.9 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 1.12 years of 72.4, 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