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ZipVitals

ZIP code

16868

in Pine Grove Mills, PennsylvaniaPopulation 1,050

71.14/ 100

Ranked #394 of 32,066 US ZIPs (top 1.3%)

Ranked #14 of 1,748 Pennsylvania ZIPs (top 0.9%)

Ranked #2 of 29 State College, PA ZIPs (top 6.9%)

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.

Median household income

$180,412

in the top 1.7% nationally

Higher is healthier

ST99th
US98th
Definition & source ›

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

Full methodology ›

Housing-cost burden

0.00%

at the national minimum

Lower is healthier

ST1st
US1st
Definition & source ›

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

Full methodology ›

Fatal road crashes

0 per 100,000 residents per year

at the national minimum

Lower is healthier

ST1st
US1st
Definition & source ›

The annual rate of fatal road crashes per 100,000 residents, pooled over a ten-year window.

A rate per resident population. Where a ZIP has too few residents for the rate to be reliable — about 30% of US ZIPs — no value is published rather than an unstable one; those ZIPs are absent from this comparison, not counted as crash-free.

Full methodology ›

Poverty rate

0.00%

at the national minimum

Lower is healthier

ST1st
US1st
Definition & source ›

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

Full methodology ›

Home broadband subscription

100%

at the national maximum

Higher is healthier

ST99th
US99th
Definition & source ›

The share of households with a broadband internet subscription.

Full methodology ›

Recreation access

1.6 per 1,000 residents

in the top 3.1% nationally

Higher is healthier

ST97th
US97th
Definition & source ›

The number of places for physical recreation — gyms, sports, and fitness venues — 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 ›

Park land

40.5%

in the top 3.2% nationally

Higher is healthier

ST98th
US97th
Definition & source ›

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

Full methodology ›

Tree cover

81.3%

in the top 4.4% nationally

Higher is healthier

ST93rd
US96th
Definition & source ›

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

Full methodology ›

Natural-disaster risk

in the bottom 4.4% nationally

Lower is healthier

ST15th
US4th
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 ›

Expected annual disaster loss

$0

in the bottom 4.7% nationally

Lower is healthier

ST11th
US5th
Definition & source ›

FEMA’s modeled estimate, in dollars per year, of the average harm to people expected from natural hazards — an annualized average, not a forecast for any single year.

Full methodology ›

The read

From the measures that could be gathered, Pine Grove Mills, Pennsylvania (ZIP 16868) lands in the top 1.3% healthiest ZIPs nationally (394th) and the top 0.9% of Pennsylvania (14th), based on limited data; treat as directional.

continue reading

The data opens carefully, on limited coverage: household income registers in the top 1.7% nationally, and housing-cost burden settles at the national minimum. Fatal road crashes sits at the national minimum, and poverty lies at the national minimum. Home broadband subscription rests at the national maximum, recreation resides in the top 3.1% nationally, and park land is in the top 3.2% nationally. Modeled tree cover lands in the top 4.4% nationally, disaster risk stands in the bottom 4.4% nationally, and expected annual loss registers in the bottom 4.7% nationally.

Beside the areas that surround it, park land runs far higher than the surrounding ZIPs on this measure. For readers new to these terms, disaster risk is the area's national rank on its highest non-flood peril in FEMA's modeled Risk Index, like wildfire or quake. Expected annual loss is FEMA's modeled estimate, in dollars, of average yearly harm to people from natural hazards. Among nearby ZIPs, the nearest healthier one overall is ZIP 16827, about 2.2 miles away.

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

Social Need / SDOH

healthier than 89%

19%

Environmental Hazard

healthier than 78%

16%

Preventive CarePartial

healthier than 98%

15%

Climate / Disaster Risk

healthier than 93%

6%

Holding it back

Healthcare Access

healthier than 15%

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 years4.6%3.6–5.8
PreventionCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Colorectal cancer screening among adults aged 45–75 years71.3%66.8–75.7
Visited dentist or dental clinic in the past year among adults75.6%72.7–78.6
Mammography use among women aged 50-74 years80.7%73.9–86.3
Health Risk BehaviorsCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Short sleep duration among adults31.6%26.1–37.7
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)PA median (p10–p90)
Poverty rate0.0%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+)0.0%7.9% (1.8–20.7%) n=32,5057.0% (1.5–16.1%) n=1,762
Bachelor's or higher (25+)56.3%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 vehicle0.0%3.9% (0.0–12.5%) n=32,3224.8% (0.0–15.6%) n=1,758
Broadband subscription100.0%89.3% (75.1–97.1%) n=32,32288.2% (75.7–97.3%) n=1,758
Housing cost burden (≥30% income)0.0%23.7% (10.6–40.0%) n=32,32221.9% (9.9–35.3%) n=1,758
Homeownership rate91.1%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 population2.6%2.6% (0.0–18.6%) n=32,5531.4% (0.0–10.2%) n=1,763
Single-parent households38.9%53.6% (37.3–74.1%) n=32,08756.3% (38.5–72.8%) n=1,744
Population 65+7.0%19.4% (10.8–33.6%) n=32,55321.1% (12.3–31.4%) n=1,763
Median age36.6 yr42.2 yr (33.0–56.3) n=32,29244.2 yr (33.9–55.5) n=1,752
Median household income$180,412$72,070 ($46,039–$118,707) n=30,318$71,250 ($50,880–$112,747) n=1,642
Median home value$372,900$222,200 ($100,300–$579,820) n=30,049$197,200 ($99,000–$382,120) n=1,649
Median gross rent$1,188$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 birth84.1 yr ± 2.7578.9 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 2.75 years of 84.1, 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