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ZipVitals

ZIP code

48451

in Linden, MichiganPopulation 16,097

56.39/ 100

Ranked #7,870 of 32,066 US ZIPs (top 25%)

Ranked #213 of 973 Michigan ZIPs (top 22%)

Ranked #3 of 25 Flint, MI ZIPs (top 12.0%)

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.

Arsenic in groundwater

32.8%

in the top 2.6% nationally

Lower is healthier

ST91st
US97th
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 ›

Fatal road crashes

2.5 per 100,000 residents per year

in the bottom 8.6% nationally

Lower is healthier

ST6th
US9th
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

4.1%

in the bottom 14.5% nationally

Lower is healthier

ST8th
US14th
Definition & source ›

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

Full methodology ›

Mammography

79.6%

in the top 13.6% nationally

Higher is healthier

ST92nd
US86th
Definition & source ›

The estimated share of women aged 50–74 who had a mammogram within the past two years.

Full methodology ›

Uninsured (under 65)

4.9%

in the bottom 5.8% nationally

Lower is healthier

ST12th
US6th
Definition & source ›

The estimated share of adults aged 18–64 with no current health-insurance coverage.

Full methodology ›

Floodplain exposure

15.9%

in the top 24% nationally

Lower is healthier

ST93rd
US76th
Definition & source ›

The share of this ZIP’s land area inside FEMA’s 1%-annual-chance floodplain — the “100-year” flood zone, where flooding has about a 1-in-100 chance in any given year.

Measured from FEMA’s mapped flood panels. Where a panel has not been mapped, no value is published for that ZIP — those ZIPs are absent from this comparison rather than counted as unexposed.

Full methodology ›

The read

Judged by its overall standing, Linden, Michigan (ZIP 48451) sits in the top 25% healthiest ZIPs nationally (7,870th) and the top 22% of Michigan (213th).

continue reading

The measures that most flatter this area set the tone for the rest: fatal road crashes registers in the bottom 8.6% nationally, homeownership is in the top 11.8% nationally, and distance to a hazardous-chemical facility lies in the top 12.7% nationally. Modeled colon screening registers in the top 10.2% nationally. Distance to a nursing home is at the national minimum, shared with about 27% of ZIPs. Poverty lies in the bottom 14.5% nationally, and modeled mammography registers in the top 13.6% nationally. Modeled uninsured is in the bottom 5.8% nationally. Against that, modeled arsenic lies in the top 2.6% nationally, and expected annual loss registers in the top 15% nationally.

Placed beside its immediate neighbors, park land runs far higher than the surrounding ZIPs on this measure. Put plainly, 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. Expected annual loss is FEMA's modeled estimate, in dollars, of average yearly harm to people from natural hazards. A healthier nearby ZIP overall is ZIP 48430, 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. Compare it against the US, this state and the Flint, MI metro area.

Compared with the ZIP codes measured across all nine scoring domains — not with all US ZIP codes.

Compare within

Lifting this score

Chronic Disease Burden

healthier than 62%

21%

Social Need / SDOH

healthier than 69%

16%

Preventive Care

healthier than 91%

13%

Risk Behavior

healthier than 70%

11%

Disability

healthier than 78%

7%

About typical

Environmental Hazard

healthier than 56%

14%

Climate / Disaster Risk

healthier than 54%

5%

Holding it back

Mental Health

healthier than 26%

8%

Healthcare Access

healthier than 33%

5%

Lifting this score

Chronic Disease Burden

healthier than 73%

21%

Social Need / SDOH

healthier than 73%

16%

Preventive Care

healthier than 81%

13%

Risk Behavior

healthier than 70%

11%

Mental Health

healthier than 64%

8%

Disability

healthier than 81%

7%

About typical

Environmental Hazard

healthier than 45%

14%

Holding it back

Climate / Disaster Risk

healthier than 7%

5%

Healthcare Access

healthier than 30%

5%

Lifting this score

Chronic Disease Burden

healthier than 88%

21%

Social Need / SDOH

healthier than 83%

16%

Preventive Care

healthier than 92%

13%

Risk Behavior

healthier than 88%

11%

Mental Health

healthier than 92%

8%

Disability

healthier than 92%

7%

About typical

Environmental Hazard

healthier than 54%

14%

Holding it back

Climate / Disaster Risk

healthier than 4%

5%

Healthcare Access

healthier than 17%

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.

  • Above its nearby ZIPs

    The ZIP codes that outlive their neighbors

    Estimated life expectancy is 80.0 ± 1.3 years. The 47 nearest ZIP codes with estimates average 77.7 years — 2.3 years above them.

    Ranked #1,269 of the 3,687 ZIP codes this finding names, ordered by years above the nearby-ZIP average, 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 adults30.4%28.1–33.0
High blood pressure among adults33.9%31.3–36.9
Cancer (non-skin) or melanoma among adults10.3%9.4–11.2
Current asthma among adults11.4%10.3–12.6
Coronary heart disease among adults6.5%5.9–7.2
Chronic obstructive pulmonary disease among adults7.1%6.4–8.0
Depression among adults26.8%24.2–29.8
Diagnosed diabetes among adults9.9%8.8–11.2
High cholesterol among adults who have ever been screened37.1%34.4–40.2
Obesity among adults34.8%31.2–39.0
Stroke among adults3.2%2.9–3.5
All teeth lost among adults aged >=65 years8.5%7.1–10.2
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years4.9%4.1–5.8
Taking medicine to control high blood pressure among adults with high blood pressure77.7%75.1–80.2
Visits to doctor for routine checkup within the past year among adults80.1%77.5–82.6
Cholesterol screening among adults89.1%87.8–90.4
Colorectal cancer screening among adults aged 45–75 years72.1%68.8–75.4
Visited dentist or dental clinic in the past year among adults73.9%71.5–76.3
Mammography use among women aged 50-74 years79.6%75.0–84.1
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults16.9%14.7–19.4
Current cigarette smoking among adults12.9%11.2–14.7
No leisure-time physical activity among adults21.0%18.5–23.8
Short sleep duration among adults34.8%31.1–38.8
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults15.8%14.0–17.7
Frequent mental distress among adults17.0%15.3–18.8
Frequent physical distress among adults13.4%12.0–14.9
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults12.9%11.6–14.4
Any disability among adults29.1%26.3–32.2
Hearing disability among adults6.9%6.2–7.7
Independent living disability among adults7.2%6.5–8.1
Mobility disability among adults12.6%11.1–14.1
Self-care disability among adults3.0%2.7–3.3
Vision disability among adults3.7%3.3–4.0
Health-Related Social NeedsCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Lack of social and emotional support among adults21.8%19.0–24.9
Food insecurity in the past 12 months among adults10.0%8.5–11.8
Received food stamps in the past 12 months among adults8.5%7.2–10.0
Housing insecurity in the past 12 months among adults8.2%7.0–9.6
Lack of reliable transportation in the past 12 months among adults5.9%5.2–6.8
Loneliness among adults33.3%29.5–37.3
Utility services shut-off threat in the past 12 months among adults5.9%5.1–6.8
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)MI median (p10–p90)
Poverty rate4.1%10.6% (3.1–25.8%) n=32,36410.7% (4.3–22.3%) n=974
Uninsured 18–647.3%9.0% (1.5–24.3%) n=32,2866.8% (2.5–13.5%) n=975
No HS diploma (25+)3.6%7.9% (1.8–20.7%) n=32,5056.7% (2.5–14.2%) n=974
Bachelor's or higher (25+)31.5%23.3% (9.2–53.6%) n=32,50522.1% (11.4–48.3%) n=974
Unemployment rate (16+)5.3%3.9% (0.0–9.8%) n=32,2744.6% (1.3–10.0%) n=974
Households without a vehicle2.0%3.9% (0.0–12.5%) n=32,3224.5% (0.9–10.8%) n=973
Broadband subscription94.7%89.3% (75.1–97.1%) n=32,32288.8% (79.5–95.5%) n=973
Housing cost burden (≥30% income)18.3%23.7% (10.6–40.0%) n=32,32222.5% (14.8–32.9%) n=973
Homeownership rate93.0%78.7% (51.7–94.0%) n=32,32285.3% (62.2–94.6%) n=973
Crowded housing (>1 per room)0.4%1.3% (0.0–6.3%) n=32,3221.1% (0.0–3.6%) n=973
Foreign-born population2.4%2.6% (0.0–18.6%) n=32,5531.8% (0.3–10.0%) n=975
Single-parent households56.1%53.6% (37.3–74.1%) n=32,08756.5% (43.6–74.2%) n=970
Population 65+18.0%19.4% (10.8–33.6%) n=32,55320.5% (13.7–35.2%) n=975
Median age42.3 yr42.2 yr (33.0–56.3) n=32,29243.6 yr (35.2–58.2) n=974
Median household income$99,943$72,070 ($46,039–$118,707) n=30,318$68,216 ($47,282–$105,129) n=962
Median home value$283,200$222,200 ($100,300–$579,820) n=30,049$192,350 ($116,360–$355,650) n=952
Median gross rent$1,032$1,021 ($677–$1,912) n=25,670$972 ($719–$1,368) n=849
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)MI median (p10–p90)
Life expectancy at birth80.0 yr ± 0.6778.9 yr (74.7–82.8) n=31,30878.6 yr (75.7–81.6) n=940

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 0.67 years of 80.0, 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