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ZipVitals

ZIP code

98547

in Grayland, WashingtonPopulation 1,080

47.58/ 100

Ranked #19,468 of 32,066 US ZIPs (bottom 39%)

Ranked #472 of 581 Washington ZIPs (bottom 19%)

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.

Humid extreme heat

2 days/year

in the bottom 1.3% nationally

Lower is healthier

ST5th
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 ›

Natural-disaster risk

in the top 1.7% nationally

Lower is healthier

ST94th
US98th
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 ›

Unemployment rate

18.6%

in the top 2.3% nationally

Lower is healthier

ST99th
US98th
Definition & source ›

The share of the civilian labor force that is unemployed.

Full methodology ›

Air-toxics cancer risk

10 per million

in the bottom 2.8% nationally

Lower is healthier

ST1st
US3rd
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 ›

Expected annual disaster loss

$0

in the top 3.9% nationally

Lower is healthier

ST85th
US96th
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 ›

Home broadband subscription

69%

in the bottom 5.7% nationally

Higher is healthier

ST3rd
US6th
Definition & source ›

The share of households with a broadband internet subscription.

Full methodology ›

High cholesterol

44.3%

in the top 6.0% nationally

Lower is healthier

ST98th
US94th
Definition & source ›

The estimated share of adults with high cholesterol, among those who have ever been screened for it.

Full methodology ›

Hearing disability

11.0%

in the top 9.4% nationally

Lower is healthier

ST94th
US91st
Definition & source ›

The estimated share of adults who are deaf or have serious difficulty hearing.

Full methodology ›

Coronary heart disease

9.9%

in the top 10.5% nationally

Lower is healthier

ST95th
US90th
Definition & source ›

The estimated share of adults who have been told by a health professional that they have coronary heart disease or angina.

Full methodology ›

Binge drinking

12.7%

in the bottom 11.4% nationally

Lower is healthier

ST3rd
US11th
Definition & source ›

The estimated share of adults who report binge drinking — five or more drinks on one occasion for men, four or more for women.

Full methodology ›

The read

In overall standing, Grayland, Washington (ZIP 98547) comes out in the bottom 39% nationally (19,468th) and the bottom 19% of Washington (472nd).

continue reading

The profile opens on the burdens that define it most: modeled disaster risk lands in the top 1.7% nationally, unemployment is in the top 2.3% nationally, and modeled expected annual loss resides in the top 3.9% nationally. Home broadband subscription rests in the bottom 5.7% nationally, and modeled high cholesterol lies in the top 6.0% nationally. Fiber broadband sits at the national minimum, shared with about 19% of ZIPs. Modeled hearing disability settles in the top 9.4% nationally. More positively, modeled humid heat registers in the bottom 1.3% nationally, and air-toxics cancer risk stands in the bottom 2.8% nationally. Modeled extreme heat lands at the national minimum, shared with about 19% of ZIPs.

In plain 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. Air-toxics cancer risk is a modeled EPA estimate of added lifetime cancer risk from breathing outdoor air, per million people. Expected annual loss is FEMA's modeled estimate, in dollars, of average yearly harm to people from natural hazards. The nearest healthier ZIP overall is ZIP 98577, 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

in the top 0.5%

14%

Risk Behavior

healthier than 76%

11%

About typical

Preventive Care

healthier than 57%

13%

Mental Health

healthier than 41%

8%

Climate / Disaster Risk

healthier than 53%

5%

Holding it back

Chronic Disease Burden

healthier than 12%

21%

Social Need / SDOH

healthier than 40%

16%

Disability

healthier than 29%

7%

Healthcare Access

healthier than 19%

5%

Lifting this score

Environmental Hazard

healthier than 97%

14%

Preventive Care

healthier than 84%

13%

Mental Health

healthier than 62%

8%

Holding it back

Chronic Disease Burden

healthier than 3%

21%

Social Need / SDOH

healthier than 7%

16%

Risk Behavior

healthier than 30%

11%

Disability

healthier than 11%

7%

Climate / Disaster Risk

healthier than 15%

5%

Healthcare Access

healthier than 16%

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 99.6 (top 1%); chronic-disease standing 11.8 — 88 points apart, cleaner on the environment than it is on chronic illness.

    Ranked #182 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 adults38.7%35.7–41.7
High blood pressure among adults45.2%41.8–48.4
Cancer (non-skin) or melanoma among adults12.9%11.7–14.0
Current asthma among adults11.4%10.3–12.5
Coronary heart disease among adults9.9%8.9–11.0
Chronic obstructive pulmonary disease among adults9.6%8.4–10.9
Depression among adults25.3%22.4–28.2
Diagnosed diabetes among adults15.8%14.0–17.6
High cholesterol among adults who have ever been screened44.3%40.8–47.7
Obesity among adults36.5%31.8–41.3
Stroke among adults5.1%4.6–5.6
All teeth lost among adults aged >=65 years12.9%11.2–14.7
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years7.7%6.4–9.2
Taking medicine to control high blood pressure among adults with high blood pressure80.1%77.5–82.5
Visits to doctor for routine checkup within the past year among adults75.4%72.2–78.2
Cholesterol screening among adults88.0%86.5–89.3
Colorectal cancer screening among adults aged 45–75 years71.0%67.9–74.0
Visited dentist or dental clinic in the past year among adults62.0%59.4–64.5
Mammography use among women aged 50-74 years73.4%68.3–78.0
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults12.7%10.8–14.8
Current cigarette smoking among adults14.4%12.5–16.6
No leisure-time physical activity among adults24.0%20.7–27.5
Short sleep duration among adults36.1%32.4–39.7
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults22.6%19.9–25.5
Frequent mental distress among adults16.2%14.7–17.9
Frequent physical distress among adults17.1%15.3–19.0
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults14.6%13.1–16.3
Any disability among adults37.1%33.5–40.8
Hearing disability among adults11.0%9.9–12.1
Independent living disability among adults8.9%8.0–10.1
Mobility disability among adults18.9%16.7–21.3
Self-care disability among adults4.7%4.2–5.4
Vision disability among adults5.6%5.0–6.2
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)WA median (p10–p90)
Poverty rate17.0%10.6% (3.1–25.8%) n=32,3649.6% (3.5–22.3%) n=583
Uninsured 18–6414.7%9.0% (1.5–24.3%) n=32,2868.2% (1.8–22.7%) n=582
No HS diploma (25+)8.4%7.9% (1.8–20.7%) n=32,5057.0% (1.5–16.5%) n=588
Bachelor's or higher (25+)24.8%23.3% (9.2–53.6%) n=32,50527.4% (12.3–59.7%) n=588
Unemployment rate (16+)18.6%3.9% (0.0–9.8%) n=32,2744.5% (0.0–9.7%) n=584
Households without a vehicle6.7%3.9% (0.0–12.5%) n=32,3223.7% (0.0–10.2%) n=580
Broadband subscription69.0%89.3% (75.1–97.1%) n=32,32292.7% (81.1–97.4%) n=580
Housing cost burden (≥30% income)19.8%23.7% (10.6–40.0%) n=32,32228.9% (14.6–40.6%) n=580
Homeownership rate85.0%78.7% (51.7–94.0%) n=32,32275.2% (48.2–91.7%) n=580
Crowded housing (>1 per room)0.0%1.3% (0.0–6.3%) n=32,3222.6% (0.0–7.9%) n=580
Foreign-born population2.1%2.6% (0.0–18.6%) n=32,5536.7% (0.3–27.6%) n=588
Single-parent households72.7%53.6% (37.3–74.1%) n=32,08754.3% (40.5–76.0%) n=574
Population 65+38.2%19.4% (10.8–33.6%) n=32,55318.9% (10.3–36.9%) n=588
Median age62.2 yr42.2 yr (33.0–56.3) n=32,29241.0 yr (32.9–58.8) n=584
Median household income$42,400$72,070 ($46,039–$118,707) n=30,318$84,646 ($56,217–$132,145) n=547
Median home value$215,200$222,200 ($100,300–$579,820) n=30,049$452,750 ($241,540–$826,380) n=542
Median gross rent$1,021 ($677–$1,912) n=25,670$1,416 ($840–$2,197) n=476
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)WA median (p10–p90)
Life expectancy at birth77.8 yr ± 0.8478.9 yr (74.7–82.8) n=31,30880.2 yr (77.3–83.1) n=584

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 0.84 years of 77.8, 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