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ZipVitals

ZIP code

17758

in Muncy Valley, PennsylvaniaPopulation 943

44.75/ 100

Ranked #22,674 of 32,066 US ZIPs (bottom 29%)

Ranked #1,375 of 1,748 Pennsylvania ZIPs (bottom 21%)

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

91.1%

in the top 1.0% nationally

Higher is healthier

ST99th
US99th
Definition & source ›

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

Full methodology ›

Arsenic in groundwater

1.2%

in the bottom 5.9% nationally

Lower is healthier

ST1st
US6th
Definition & source ›

The modeled probability that untreated groundwater in this area — the source private wells draw on — exceeds the federal arsenic limit of 10 micrograms per liter.

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 ›

Recreation access

1.1 per 1,000 residents

in the top 8.0% nationally

Higher is healthier

ST91st
US92nd
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 ›

Unemployment rate

9.8%

in the top 10.0% nationally

Lower is healthier

ST90th
US90th
Definition & source ›

The share of the civilian labor force that is unemployed.

Full methodology ›

Distance to a hazardous-chemical facility

12.5 mi

in the top 10.5% nationally

Higher is healthier

ST96th
US90th
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 ›

PFAS in drinking water

11.3%

in the bottom 12.1% nationally

Lower is healthier

ST4th
US12th
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

0.75%

in the top 14.5% nationally

Lower is healthier

ST92nd
US86th
Definition & source ›

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

Full methodology ›

Tooth loss

20%

in the top 18% nationally

Lower is healthier

ST91st
US82nd
Definition & source ›

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

Full methodology ›

Walkability

3.8 intersections/sq mi

in the bottom 23% nationally

Higher is healthier

ST5th
US23rd
Definition & source ›

The number of street intersections per square mile — a standard street-connectivity measure; denser networks correlate with more walkable neighborhoods.

Full methodology ›

Air-toxics cancer risk

20 per million

in the bottom 25% nationally

Lower is healthier

ST1st
US25th
Definition & source ›

The EPA’s modeled estimate of added lifetime cancer risk from breathing outdoor air toxics, in cases per million people exposed over a lifetime.

Full methodology ›

The read

On the data available so far, Muncy Valley, Pennsylvania (ZIP 17758) lands in the bottom 29% nationally (22,674th) and the bottom 21% of Pennsylvania (1,375th), based on limited data; treat as directional.

continue reading

Several of the measures in hand are worth setting out: modeled tree cover resides in the top 1.0% nationally, and arsenic stands in the bottom 5.9% nationally. Recreation sits in the top 8.0% nationally. Modeled extreme heat resides at the national minimum, shared with about 19% of ZIPs. Distance to a hazardous-chemical facility stands in the top 10.5% nationally, and modeled pfas sits in the bottom 12.1% nationally. Crowded housing resides at the national minimum, shared with about 29% of ZIPs. On the other side, unemployment stands in the top 10.0% nationally, home broadband subscription sits in the bottom 10.9% nationally, and slow internet speeds resides in the top 14.5% nationally.

For context, arsenic is a natural groundwater contaminant, here a modeled estimate of the chance private-well levels exceed a benchmark. 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. Pfas is the man-made "forever chemicals" that build up in the body and environment instead of breaking down; here a modeled estimate of the chance a private well contains them. The closest ZIP that ranks healthier overall is ZIP 17731, 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 74%

16%

Preventive CarePartial

healthier than 67%

15%

Climate / Disaster Risk

healthier than 91%

6%

Healthcare Access

healthier than 64%

6%

Holding it back

Social Need / SDOH

healthier than 14%

19%

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 years20.0%16.4–24.0
PreventionCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Colorectal cancer screening among adults aged 45–75 years68.4%63.7–73.0
Visited dentist or dental clinic in the past year among adults59.9%56.3–63.6
Mammography use among women aged 50-74 years77.8%71.0–84.0
Health Risk BehaviorsCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Short sleep duration among adults38.3%31.9–45.2
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)PA median (p10–p90)
Poverty rate13.9%10.6% (3.1–25.8%) n=32,3649.3% (2.1–21.6%) n=1,759
Uninsured 18–6413.3%9.0% (1.5–24.3%) n=32,2866.3% (0.0–16.6%) n=1,753
No HS diploma (25+)8.6%7.9% (1.8–20.7%) n=32,5057.0% (1.5–16.1%) n=1,762
Bachelor's or higher (25+)18.1%23.3% (9.2–53.6%) n=32,50521.9% (8.9–50.4%) n=1,762
Unemployment rate (16+)9.8%3.9% (0.0–9.8%) n=32,2743.9% (0.0–9.6%) n=1,755
Households without a vehicle0.9%3.9% (0.0–12.5%) n=32,3224.8% (0.0–15.6%) n=1,758
Broadband subscription75.8%89.3% (75.1–97.1%) n=32,32288.2% (75.7–97.3%) n=1,758
Housing cost burden (≥30% income)20.6%23.7% (10.6–40.0%) n=32,32221.9% (9.9–35.3%) n=1,758
Homeownership rate89.1%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 population1.9%2.6% (0.0–18.6%) n=32,5531.4% (0.0–10.2%) n=1,763
Single-parent households65.8%53.6% (37.3–74.1%) n=32,08756.3% (38.5–72.8%) n=1,744
Population 65+29.8%19.4% (10.8–33.6%) n=32,55321.1% (12.3–31.4%) n=1,763
Median age52.3 yr42.2 yr (33.0–56.3) n=32,29244.2 yr (33.9–55.5) n=1,752
Median household income$59,167$72,070 ($46,039–$118,707) n=30,318$71,250 ($50,880–$112,747) n=1,642
Median home value$198,600$222,200 ($100,300–$579,820) n=30,049$197,200 ($99,000–$382,120) n=1,649
Median gross rent$783$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 birth77.7 yr ± 1.0978.9 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 1.09 years of 77.7, 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