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ZipVitals

ZIP code

48766

in Twining, MichiganPopulation 1,328

46.03/ 100

Ranked #21,313 of 32,066 US ZIPs (bottom 34%)

Ranked #749 of 973 Michigan ZIPs (bottom 23%)

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

14.8%

in the top 8.9% nationally

Higher is healthier

ST88th
US91st
Definition & source ›

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

Full methodology ›

Recreation access

0.86 per 1,000 residents

in the top 12.0% nationally

Higher is healthier

ST91st
US88th
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 ›

Transportation noise

0.63%

in the bottom 17% nationally

Lower is healthier

ST9th
US17th
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 ›

The read

Twining, Michigan (ZIP 48766), on the composite measure, lands in the bottom 34% nationally (21,313th) and the bottom 23% of Michigan (749th).

continue reading

The profile cuts both ways, and the readings bear that out: park land settles in the top 8.9% nationally. Modeled loud transportation noise stands at the national minimum, shared with about 22% of ZIPs. Modeled disaster risk is in the bottom 11.4% nationally, and humid heat rests in the bottom 11.5% nationally. Recreation sits in the top 12.0% nationally, and distance to a hazardous-chemical facility registers in the top 17% nationally. Working the other way, fiber broadband lands at the national minimum, shared with about 19% of ZIPs. Modeled arsenic resides in the top 11.1% nationally, and households without a vehicle lies in the top 13.9% nationally. Walkability settles in the bottom 17% nationally.

Set against the neighboring ZIPs, park land runs far lower than the surrounding ZIPs on this measure. In everyday language, arsenic is a natural groundwater contaminant, here a modeled estimate of the chance private-well levels exceed a benchmark. Disaster risk is the area's national rank on its highest non-flood peril in FEMA's modeled Risk Index, like wildfire or quake. 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. A healthier neighbor overall sits at ZIP 48659, 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

healthier than 95%

14%

Preventive Care

healthier than 70%

13%

Climate / Disaster Risk

healthier than 89%

5%

About typical

Risk Behavior

healthier than 46%

11%

Healthcare Access

healthier than 47%

5%

Holding it back

Chronic Disease Burden

healthier than 22%

21%

Social Need / SDOH

healthier than 16%

16%

Mental Health

healthier than 13%

8%

Disability

healthier than 28%

7%

Lifting this score

Environmental Hazard

healthier than 93%

14%

Climate / Disaster Risk

healthier than 66%

5%

About typical

Healthcare Access

healthier than 46%

5%

Holding it back

Chronic Disease Burden

healthier than 19%

21%

Social Need / SDOH

healthier than 14%

16%

Preventive Care

healthier than 37%

13%

Risk Behavior

healthier than 36%

11%

Mental Health

healthier than 30%

8%

Disability

healthier than 18%

7%

“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 94.8 (top 10%); chronic-disease standing 21.8 — 73 points apart, cleaner on the environment than it is on chronic illness.

    Ranked #888 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 adults34.6%30.9–38.2
High blood pressure among adults40.6%36.2–44.9
Cancer (non-skin) or melanoma among adults10.6%9.6–11.7
Current asthma among adults11.9%10.6–13.4
Coronary heart disease among adults9.2%8.1–10.3
Chronic obstructive pulmonary disease among adults11.1%9.5–12.8
Depression among adults27.8%24.0–31.8
Diagnosed diabetes among adults14.0%12.0–16.0
High cholesterol among adults who have ever been screened38.7%34.4–43.1
Obesity among adults38.6%30.5–46.8
Stroke among adults4.5%4.0–5.0
All teeth lost among adults aged >=65 years12.4%10.0–15.0
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years7.6%6.1–9.3
Taking medicine to control high blood pressure among adults with high blood pressure79.3%76.6–81.9
Visits to doctor for routine checkup within the past year among adults80.1%76.7–83.2
Cholesterol screening among adults86.7%84.9–88.5
Colorectal cancer screening among adults aged 45–75 years69.4%64.3–74.0
Visited dentist or dental clinic in the past year among adults64.9%61.3–68.5
Mammography use among women aged 50-74 years75.6%67.3–82.1
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults16.0%13.2–19.2
Current cigarette smoking among adults18.6%15.5–21.7
No leisure-time physical activity among adults28.1%23.3–33.3
Short sleep duration among adults32.4%25.8–39.0
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults23.1%19.6–26.8
Frequent mental distress among adults18.7%16.5–20.9
Frequent physical distress among adults16.8%14.6–19.1
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults16.5%14.3–18.7
Any disability among adults36.9%32.0–42.0
Hearing disability among adults9.6%8.5–10.8
Independent living disability among adults10.2%8.8–11.7
Mobility disability among adults17.6%15.0–20.4
Self-care disability among adults4.8%4.1–5.5
Vision disability among adults5.8%5.1–6.6
Health-Related Social NeedsCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Lack of social and emotional support among adults23.2%19.5–27.3
Food insecurity in the past 12 months among adults16.1%13.2–19.2
Received food stamps in the past 12 months among adults15.8%13.0–19.0
Housing insecurity in the past 12 months among adults11.3%9.5–13.4
Lack of reliable transportation in the past 12 months among adults8.5%7.3–9.8
Loneliness among adults32.3%27.1–37.9
Utility services shut-off threat in the past 12 months among adults8.4%7.1–9.8
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)MI median (p10–p90)
Poverty rate12.3%10.6% (3.1–25.8%) n=32,36410.7% (4.3–22.3%) n=974
Uninsured 18–6415.4%9.0% (1.5–24.3%) n=32,2866.8% (2.5–13.5%) n=975
No HS diploma (25+)18.6%7.9% (1.8–20.7%) n=32,5056.7% (2.5–14.2%) n=974
Bachelor's or higher (25+)9.4%23.3% (9.2–53.6%) n=32,50522.1% (11.4–48.3%) n=974
Unemployment rate (16+)3.5%3.9% (0.0–9.8%) n=32,2744.6% (1.3–10.0%) n=974
Households without a vehicle10.4%3.9% (0.0–12.5%) n=32,3224.5% (0.9–10.8%) n=973
Broadband subscription81.9%89.3% (75.1–97.1%) n=32,32288.8% (79.5–95.5%) n=973
Housing cost burden (≥30% income)15.5%23.7% (10.6–40.0%) n=32,32222.5% (14.8–32.9%) n=973
Homeownership rate85.7%78.7% (51.7–94.0%) n=32,32285.3% (62.2–94.6%) n=973
Crowded housing (>1 per room)2.4%1.3% (0.0–6.3%) n=32,3221.1% (0.0–3.6%) n=973
Foreign-born population0.7%2.6% (0.0–18.6%) n=32,5531.8% (0.3–10.0%) n=975
Single-parent households62.9%53.6% (37.3–74.1%) n=32,08756.5% (43.6–74.2%) n=970
Population 65+18.9%19.4% (10.8–33.6%) n=32,55320.5% (13.7–35.2%) n=975
Median age47.4 yr42.2 yr (33.0–56.3) n=32,29243.6 yr (35.2–58.2) n=974
Median household income$56,583$72,070 ($46,039–$118,707) n=30,318$68,216 ($47,282–$105,129) n=962
Median home value$112,200$222,200 ($100,300–$579,820) n=30,049$192,350 ($116,360–$355,650) n=952
Median gross rent$794$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 birth78.4 yr ± 1.2978.9 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 1.29 years of 78.4, 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