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ZipVitals

ZIP code

18461

in Starlight, PennsylvaniaPopulation 202

55.18/ 100

Ranked #9,237 of 32,066 US ZIPs (top 29%)

Ranked #451 of 1,748 Pennsylvania ZIPs (top 26%)

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

80.4%

in the top 4.8% nationally

Higher is healthier

ST92nd
US95th
Definition & source ›

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

Full methodology ›

Industrial-pollution burden

in the bottom 5.7% nationally

Lower is healthier

ST1st
US6th
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 ›

Distance to a hazardous-chemical facility

16.1 mi

in the top 7.2% nationally

Higher is healthier

ST99th
US93rd
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 ›

Households without a vehicle

14.0%

in the top 8.2% nationally

Lower is healthier

ST88th
US92nd
Definition & source ›

The share of households with no vehicle available.

Full methodology ›

Natural-disaster risk

in the bottom 9.6% nationally

Lower is healthier

ST31st
US10th
Definition & source ›

This area’s national rank on its single highest non-flood natural hazard — such as wildfire, tornado, or earthquake — in FEMA’s modeled National Risk Index; flooding is shown separately.

Full methodology ›

Home broadband subscription

74.8%

in the bottom 9.7% nationally

Higher is healthier

ST9th
US10th
Definition & source ›

The share of households with a broadband internet subscription.

Full methodology ›

Distance to a nursing home

10.2 mi

in the top 10.7% nationally

Lower is healthier

ST96th
US89th
Definition & source ›

The distance in miles from this ZIP’s edge to the nearest Medicare- or Medicaid-certified nursing home.

Full methodology ›

Energy-cost burden

5.0%

in the top 9.0% nationally

Lower is healthier

ST85th
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 ›

PFAS in drinking water

11.5%

in the bottom 12.6% nationally

Lower is healthier

ST4th
US13th
Definition & source ›

The modeled probability that PFAS “forever chemicals” would be detected in untreated groundwater in this area, the source private wells draw on.

A modeled likelihood for untreated groundwater, the source drawn on by private wells, which are federally unregulated. It is not a measurement of treated water delivered by a public system, and it is not a test of any individual well.

Full methodology ›

Slow internet speeds

0.81%

in the top 13.5% nationally

Lower is healthier

ST93rd
US87th
Definition & source ›

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

Full methodology ›

The read

From what the available data documents, Starlight, Pennsylvania (ZIP 18461) lands in the top 29% healthiest ZIPs nationally (9,237th) and the top 26% of Pennsylvania (451st), based on limited data; treat as directional.

continue reading

On the partial data in hand, the profile shows what it can: modeled tree cover settles in the top 4.8% nationally, modeled industrial-pollution burden registers in the bottom 5.7% nationally, and distance to a hazardous-chemical facility stands in the top 7.2% nationally. Unemployment lands at the national minimum, shared with about 15% of ZIPs. Modeled disaster risk is in the bottom 9.6% nationally. Modeled extreme heat resides at the national minimum, shared with about 19% of ZIPs. Modeled expected annual loss rests in the bottom 11.3% nationally. Set against that, households without a vehicle lies in the top 8.2% nationally, and home broadband subscription sits in the bottom 9.7% nationally. Distance to a nursing home settles in the top 10.7% nationally.

In plain terms, 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. Disaster risk is the area's national rank on its highest non-flood peril in FEMA's modeled Risk Index, like wildfire or quake. The nearest healthier ZIP overall is ZIP 18417, 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.

Lifting this score

Environmental Hazard

healthier than 92%

16%

Preventive CarePartial

healthier than 77%

15%

Climate / Disaster Risk

healthier than 86%

6%

Holding it back

Social Need / SDOH

healthier than 16%

19%

Healthcare Access

healthier than 32%

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 years10.5%8.3–13.2
PreventionCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Colorectal cancer screening among adults aged 45–75 years65.8%60.4–70.7
Visited dentist or dental clinic in the past year among adults64.0%60.0–67.7
Mammography use among women aged 50-74 years80.0%72.6–86.2
Health Risk BehaviorsCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Short sleep duration among adults37.8%30.6–45.3
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)PA median (p10–p90)
Poverty rate10.4%10.6% (3.1–25.8%) n=32,3649.3% (2.1–21.6%) n=1,759
Uninsured 18–640.0%9.0% (1.5–24.3%) n=32,2866.3% (0.0–16.6%) n=1,753
No HS diploma (25+)12.1%7.9% (1.8–20.7%) n=32,5057.0% (1.5–16.1%) n=1,762
Bachelor's or higher (25+)27.0%23.3% (9.2–53.6%) n=32,50521.9% (8.9–50.4%) n=1,762
Unemployment rate (16+)0.0%3.9% (0.0–9.8%) n=32,2743.9% (0.0–9.6%) n=1,755
Households without a vehicle14.0%3.9% (0.0–12.5%) n=32,3224.8% (0.0–15.6%) n=1,758
Broadband subscription74.8%89.3% (75.1–97.1%) n=32,32288.2% (75.7–97.3%) n=1,758
Housing cost burden (≥30% income)24.3%23.7% (10.6–40.0%) n=32,32221.9% (9.9–35.3%) n=1,758
Homeownership rate79.4%78.7% (51.7–94.0%) n=32,32280.1% (57.1–94.5%) n=1,758
Crowded housing (>1 per room)0.0%1.3% (0.0–6.3%) n=32,3220.6% (0.0–3.3%) n=1,758
Foreign-born population3.5%2.6% (0.0–18.6%) n=32,5531.4% (0.0–10.2%) n=1,763
Single-parent households63.6%53.6% (37.3–74.1%) n=32,08756.3% (38.5–72.8%) n=1,744
Population 65+38.1%19.4% (10.8–33.6%) n=32,55321.1% (12.3–31.4%) n=1,763
Median age57.3 yr42.2 yr (33.0–56.3) n=32,29244.2 yr (33.9–55.5) n=1,752
Median household income$42,321$72,070 ($46,039–$118,707) n=30,318$71,250 ($50,880–$112,747) n=1,642
Median home value$198,200$222,200 ($100,300–$579,820) n=30,049$197,200 ($99,000–$382,120) n=1,649
Median gross rent$907$1,021 ($677–$1,912) n=25,670$983 ($701–$1,527) n=1,367
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)PA median (p10–p90)
Life expectancy at birth77.9 yr ± 1.1378.9 yr (74.7–82.8) n=31,30879.2 yr (76.0–82.0) n=1,730

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 1.13 years of 77.9, 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