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ZipVitals

ZIP code

97138

in Seaside, OregonPopulation 11,035

51.94/ 100

Ranked #13,533 of 32,066 US ZIPs (top 42%)

Ranked #128 of 407 Oregon ZIPs (top 31%)

Ranks are modeled estimates — ZIPs a few hundred places apart are effectively tied.

Robust across all 9 health domains

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.

Expected annual disaster loss

$5

in the top 0.01% nationally

Lower is healthier

ST99th
US99th
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 ›

Natural-disaster risk

in the top 0.2% nationally

Lower is healthier

ST99th
US99th
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 ›

Humid extreme heat

1.1 days/year

in the bottom 0.8% nationally

Lower is healthier

ST9th
US1st
Definition & source ›

The average number of days per year when modeled heat stress — temperature, humidity, sun, and wind combined — reaches levels hard on the body outdoors.

Full methodology ›

Air-toxics cancer risk

13.8 per million

in the bottom 6.0% nationally

Lower is healthier

ST1st
US6th
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 ›

Housing-cost burden

41.9%

in the top 8.1% nationally

Lower is healthier

ST90th
US92nd
Definition & source ›

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

Full methodology ›

Households without a vehicle

13.7%

in the top 8.6% nationally

Lower is healthier

ST96th
US91st
Definition & source ›

The share of households with no vehicle available.

Full methodology ›

Grocery access

0.18 per 1,000 residents

in the top 8.9% nationally

Higher is healthier

ST96th
US91st
Definition & source ›

The number of full supermarkets 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. ZipVitals’s food-access signal is derived from these in-ZIP densities — it is not USDA’s food-desert designation, which measures distance to the nearest supermarket. Where a leg is missing, a ZIP reads “not determinable,” never “not a food desert.”

Full methodology ›

Energy-cost burden

1.8%

in the bottom 8.5% nationally

Lower is healthier

ST16th
US8th
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 ›

The read

Seaside, Oregon (ZIP 97138), in overall standing, comes out in the top 42% healthiest ZIPs nationally (13,533rd) and the top 31% of Oregon (128th).

continue reading

A few readings each way define this mixed profile: modeled humid heat lands in the bottom 0.8% nationally. Distance to an emergency room rests at the national minimum, shared with about 11% of ZIPs. Modeled air-toxics cancer risk settles in the bottom 6.0% nationally, and grocery lands in the top 8.9% nationally. Modeled extreme heat rests at the national minimum, shared with about 19% of ZIPs. Modeled tree cover settles in the top 10.5% nationally. Pulling the other way, modeled expected annual loss lands in the top 0.01% nationally, and disaster risk rests in the top 0.2% nationally. Housing-cost burden settles in the top 8.1% nationally, and households without a vehicle lands in the top 8.6% nationally.

Set within its surrounding area, expected annual loss runs far higher than the surrounding ZIPs on this measure. Defined simply, for reference, expected annual loss is FEMA's modeled estimate, in dollars, of average yearly harm to people from natural hazards. Disaster risk is the area's national rank on its highest non-flood peril in FEMA's modeled Risk Index, like wildfire or quake. Air-toxics cancer risk is a modeled EPA estimate of added lifetime cancer risk from breathing outdoor air, per million people. The closest healthier ZIP overall is ZIP 97110, 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

Social Need / SDOH

healthier than 76%

16%

Environmental Hazard

healthier than 97%

14%

Risk Behavior

healthier than 87%

11%

Climate / Disaster Risk

healthier than 94%

5%

About typical

Preventive Care

healthier than 46%

13%

Disability

healthier than 43%

7%

Holding it back

Chronic Disease Burden

healthier than 30%

21%

Mental Health

healthier than 27%

8%

Healthcare Access

healthier than 18%

5%

Lifting this score

Social Need / SDOH

healthier than 61%

16%

Environmental Hazard

healthier than 89%

14%

Preventive Care

healthier than 65%

13%

Risk Behavior

healthier than 62%

11%

Mental Health

healthier than 65%

8%

Climate / Disaster Risk

healthier than 73%

5%

About typical

Chronic Disease Burden

healthier than 43%

21%

Disability

healthier than 45%

7%

Holding it back

Healthcare Access

healthier than 26%

5%

“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 ›

Findings that name this ZIP

One of our published findings lists this ZIP code. Each finding compares one published measure against a stated benchmark, and names only the ZIP codes whose estimates are reliable enough to rank. See all surprising findings.

  • Clean environment, heavy chronic burden

    Where the environment and chronic illness point in opposite directions

    Environmental-hazard standing 96.6 (top 10%); chronic-disease standing 30.0 — 67 points apart, cleaner on the environment than it is on chronic illness.

    Ranked #1,290 of the 18,187 ZIP codes this finding names, ordered by the gap from cleanest environment to heaviest chronic burden, highest first.

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 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Arthritis among adults33.8%30.2–37.6
High blood pressure among adults38.2%34.1–42.6
Cancer (non-skin) or melanoma among adults10.9%9.9–12.0
Current asthma among adults12.4%11.0–13.9
Coronary heart disease among adults8.2%7.3–9.1
Chronic obstructive pulmonary disease among adults8.8%7.6–9.9
Depression among adults26.6%22.9–30.7
Diagnosed diabetes among adults13.3%11.5–15.3
High cholesterol among adults who have ever been screened37.5%33.4–42.1
Obesity among adults35.8%29.0–43.4
Stroke among adults4.2%3.8–4.6
All teeth lost among adults aged >=65 years14.7%11.7–17.8
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years8.3%7.1–9.8
Taking medicine to control high blood pressure among adults with high blood pressure75.5%72.2–78.6
Visits to doctor for routine checkup within the past year among adults76.1%72.4–79.6
Cholesterol screening among adults85.7%83.9–87.5
Colorectal cancer screening among adults aged 45–75 years66.9%61.6–71.6
Visited dentist or dental clinic in the past year among adults63.7%59.8–67.2
Mammography use among women aged 50-74 years76.5%68.4–82.9
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults14.2%11.7–17.2
Current cigarette smoking among adults13.5%11.4–15.8
No leisure-time physical activity among adults22.2%18.2–26.3
Short sleep duration among adults30.7%24.8–36.5
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults21.2%18.4–24.1
Frequent mental distress among adults17.0%15.1–19.1
Frequent physical distress among adults15.7%13.8–17.7
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults14.8%13.1–16.7
Any disability among adults33.6%29.2–38.1
Hearing disability among adults8.7%7.7–9.8
Independent living disability among adults8.8%7.8–9.9
Mobility disability among adults16.4%14.1–18.8
Self-care disability among adults4.2%3.8–4.7
Vision disability among adults5.4%4.8–5.9
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)OR median (p10–p90)
Poverty rate14.8%10.6% (3.1–25.8%) n=32,36411.7% (4.7–26.4%) n=411
Uninsured 18–649.2%9.0% (1.5–24.3%) n=32,2867.9% (0.9–19.7%) n=411
No HS diploma (25+)6.4%7.9% (1.8–20.7%) n=32,5057.5% (1.2–16.6%) n=412
Bachelor's or higher (25+)32.6%23.3% (9.2–53.6%) n=32,50523.7% (11.1–49.6%) n=412
Unemployment rate (16+)7.0%3.9% (0.0–9.8%) n=32,2744.8% (0.0–10.0%) n=409
Households without a vehicle13.7%3.9% (0.0–12.5%) n=32,3223.3% (0.0–10.0%) n=410
Broadband subscription90.4%89.3% (75.1–97.1%) n=32,32290.4% (76.7–96.9%) n=410
Housing cost burden (≥30% income)41.9%23.7% (10.6–40.0%) n=32,32229.9% (14.6–42.0%) n=410
Homeownership rate58.3%78.7% (51.7–94.0%) n=32,32273.5% (52.8–90.2%) n=410
Crowded housing (>1 per room)3.2%1.3% (0.0–6.3%) n=32,3222.1% (0.0–6.7%) n=410
Foreign-born population3.8%2.6% (0.0–18.6%) n=32,5534.0% (0.0–13.0%) n=412
Single-parent households57.4%53.6% (37.3–74.1%) n=32,08757.5% (43.5–77.1%) n=407
Population 65+27.0%19.4% (10.8–33.6%) n=32,55322.5% (12.7–42.1%) n=412
Median age48.6 yr42.2 yr (33.0–56.3) n=32,29245.1 yr (36.3–62.2) n=410
Median household income$60,411$72,070 ($46,039–$118,707) n=30,318$72,301 ($49,007–$109,558) n=378
Median home value$483,800$222,200 ($100,300–$579,820) n=30,049$413,900 ($238,120–$653,360) n=374
Median gross rent$1,086$1,021 ($677–$1,912) n=25,670$1,252 ($807–$1,772) n=327
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)OR median (p10–p90)
Life expectancy at birth78.1 yr ± 1.1078.9 yr (74.7–82.8) n=31,30879.1 yr (76.4–82.0) n=409

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 1.10 years of 78.1, 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