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ZipVitals

ZIP code

96031

in Forks Of Salmon, CaliforniaPopulation 66

48.51/ 100

Ranked #18,290 of 32,066 US ZIPs (bottom 43%)

Ranked #1,170 of 1,719 California ZIPs (bottom 32%)

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.

Park land

98.8%

in the top 0.02% nationally

Higher is healthier

ST99th
US99th
Definition & source ›

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

Full methodology ›

Fine-particle (PM2.5) exceedance

9.6%

in the top 0.07% nationally

Lower is healthier

ST99th
US99th
Definition & source ›

The share of days in the year when modeled fine-particle (PM2.5) pollution was above the EPA’s daily limit of 35 micrograms per cubic meter.

Full methodology ›

Walkability

0.64 intersections/sq mi

in the bottom 1.4% nationally

Higher is healthier

ST1st
US1st
Definition & source ›

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

Full methodology ›

Distance to a hazardous-chemical facility

32.7 mi

in the top 1.7% nationally

Higher is healthier

ST99th
US98th
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 ›

Slow internet speeds

6.0%

in the top 2.1% nationally

Lower is healthier

ST96th
US98th
Definition & source ›

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

Full methodology ›

Households without a vehicle

22.5%

in the top 3.8% nationally

Lower is healthier

ST96th
US96th
Definition & source ›

The share of households with no vehicle available.

Full methodology ›

Distance to a nursing home

17.6 mi

in the top 4.2% nationally

Lower is healthier

ST95th
US96th
Definition & source ›

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

Full methodology ›

Transportation noise

0.00%

in the bottom 4.6% nationally

Lower is healthier

ST3rd
US5th
Definition & source ›

The modeled share of residents exposed to average road, rail, and aviation noise at or above 55 decibels — a noticeable background presence.

Full methodology ›

Home broadband subscription

67.5%

in the bottom 5.0% nationally

Higher is healthier

ST3rd
US5th
Definition & source ›

The share of households with a broadband internet subscription.

Full methodology ›

Housing-cost burden

7.5%

in the bottom 6.8% nationally

Lower is healthier

ST3rd
US7th
Definition & source ›

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

Full methodology ›

The read

Forks Of Salmon, California (ZIP 96031), by its overall standing, sits in the bottom 43% nationally (18,290th) and the bottom 32% of California (1,170th).

continue reading

The clearest local signals in the data come through up front: modeled fine-particle stands in the top 0.07% nationally, walkability lands in the bottom 1.4% nationally, and slow internet speeds is in the top 2.1% nationally. Households without a vehicle resides in the top 3.8% nationally, distance to a nursing home rests in the top 4.2% nationally, and home broadband subscription lies in the bottom 5.0% nationally. On the brighter side, park land sits in the top 0.02% nationally, and distance to a hazardous-chemical facility settles in the top 1.7% nationally. Modeled transportation noise registers in the bottom 4.6% nationally, and housing-cost burden stands in the bottom 6.8% nationally.

Held up against its neighbors, park land runs far higher than the surrounding ZIPs on this measure. Defined in plain terms, fine-particle is fine airborne particles about one-thirtieth the width of a hair, counted on modeled days above the EPA standard. 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. Transportation noise is the modeled share of an area exposed to average road, rail, and air noise at or above 55 decibels. The nearest ZIP ranking healthier overall is ZIP 96027, 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

Preventive Care

healthier than 71%

13%

Risk Behavior

healthier than 79%

11%

Mental Health

healthier than 68%

8%

Climate / Disaster Risk

healthier than 88%

5%

About typical

Social Need / SDOH

healthier than 45%

16%

Holding it back

Chronic Disease Burden

healthier than 14%

21%

Environmental Hazard

healthier than 23%

14%

Disability

healthier than 30%

7%

Healthcare Access

healthier than 15%

5%

Lifting this score

Preventive Care

healthier than 85%

13%

Risk Behavior

healthier than 60%

11%

Mental Health

healthier than 63%

8%

Climate / Disaster Risk

healthier than 74%

5%

About typical

Social Need / SDOH

healthier than 46%

16%

Environmental Hazard

healthier than 55%

14%

Holding it back

Chronic Disease Burden

healthier than 5%

21%

Disability

healthier than 29%

7%

Healthcare Access

healthier than 10%

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 ›

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 adults36.5%32.2–40.5
High blood pressure among adults44.1%39.2–48.6
Cancer (non-skin) or melanoma among adults12.9%11.5–14.4
Current asthma among adults11.0%9.6–12.5
Coronary heart disease among adults10.3%8.7–11.9
Chronic obstructive pulmonary disease among adults9.9%7.9–12.2
Depression among adults22.1%18.5–25.7
Diagnosed diabetes among adults16.2%13.7–18.6
High cholesterol among adults who have ever been screened44.4%39.6–49.4
Obesity among adults32.0%24.5–40.1
Stroke among adults5.2%4.5–6.1
All teeth lost among adults aged >=65 years12.1%9.7–15.0
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years7.4%5.6–9.4
Taking medicine to control high blood pressure among adults with high blood pressure80.4%77.2–83.3
Visits to doctor for routine checkup within the past year among adults79.1%75.6–82.4
Cholesterol screening among adults90.2%88.5–91.7
Colorectal cancer screening among adults aged 45–75 years67.9%62.2–73.1
Visited dentist or dental clinic in the past year among adults60.1%56.0–64.0
Mammography use among women aged 50-74 years75.3%67.1–82.5
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults13.1%10.6–15.8
Current cigarette smoking among adults14.0%10.9–17.3
No leisure-time physical activity among adults24.6%19.6–29.8
Short sleep duration among adults33.9%27.2–41.1
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults24.4%20.1–29.1
Frequent mental distress among adults15.5%13.4–17.6
Frequent physical distress among adults17.1%14.5–19.8
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults13.6%11.5–15.9
Any disability among adults37.3%31.6–43.0
Hearing disability among adults10.1%8.6–11.4
Independent living disability among adults9.0%7.5–10.7
Mobility disability among adults20.2%16.7–24.1
Self-care disability among adults4.8%4.0–5.7
Vision disability among adults6.0%5.0–7.0
Health-Related Social NeedsCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Lack of social and emotional support among adults23.7%19.8–27.9
Food insecurity in the past 12 months among adults13.7%10.6–17.2
Received food stamps in the past 12 months among adults13.8%10.6–17.4
Housing insecurity in the past 12 months among adults10.3%8.4–12.3
Lack of reliable transportation in the past 12 months among adults7.9%6.5–9.3
Loneliness among adults30.7%25.7–36.1
Utility services shut-off threat in the past 12 months among adults6.1%5.0–7.2
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)CA median (p10–p90)
Poverty rate24.2%10.6% (3.1–25.8%) n=32,36410.6% (4.1–24.9%) n=1,714
Uninsured 18–6436.4%9.0% (1.5–24.3%) n=32,2867.7% (1.7–17.9%) n=1,704
No HS diploma (25+)3.2%7.9% (1.8–20.7%) n=32,5059.8% (1.4–30.9%) n=1,729
Bachelor's or higher (25+)38.1%23.3% (9.2–53.6%) n=32,50531.3% (9.9–68.2%) n=1,729
Unemployment rate (16+)0.0%3.9% (0.0–9.8%) n=32,2746.1% (0.8–12.0%) n=1,714
Households without a vehicle22.5%3.9% (0.0–12.5%) n=32,3224.5% (0.0–12.2%) n=1,708
Broadband subscription67.5%89.3% (75.1–97.1%) n=32,32293.4% (82.1–98.4%) n=1,708
Housing cost burden (≥30% income)7.5%23.7% (10.6–40.0%) n=32,32238.6% (24.4–50.5%) n=1,708
Homeownership rate75.0%78.7% (51.7–94.0%) n=32,32264.1% (31.9–86.4%) n=1,708
Crowded housing (>1 per room)0.0%1.3% (0.0–6.3%) n=32,3224.8% (0.0–15.9%) n=1,708
Foreign-born population4.5%2.6% (0.0–18.6%) n=32,55318.9% (3.0–40.4%) n=1,730
Single-parent households87.5%53.6% (37.3–74.1%) n=32,08748.4% (35.1–72.3%) n=1,692
Population 65+62.1%19.4% (10.8–33.6%) n=32,55317.0% (9.7–35.7%) n=1,730
Median age67.9 yr42.2 yr (33.0–56.3) n=32,29240.1 yr (31.8–57.0) n=1,712
Median household income$72,070 ($46,039–$118,707) n=30,318$93,448 ($54,188–$159,562) n=1,584
Median home value$180,000$222,200 ($100,300–$579,820) n=30,049$659,800 ($300,520–$1,493,340) n=1,593
Median gross rent$1,021 ($677–$1,912) n=25,670$1,912 ($1,113–$2,923) n=1,461
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)CA median (p10–p90)
Life expectancy at birth82.2 yr ± 2.0178.9 yr (74.7–82.8) n=31,30880.5 yr (76.7–83.8) n=1,665

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 2.01 years of 82.2, 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