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ZipVitals

ZIP code

49456

in Spring Lake, MichiganPopulation 19,931

61.90/ 100

Ranked #3,573 of 32,066 US ZIPs (top 11.2%)

Ranked #86 of 973 Michigan ZIPs (top 8.9%)

Ranked #10 of 79 Grand Rapids-Wyoming-Kentwood, MI ZIPs (top 12.7%)

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

Broad coverage across 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.

PFAS in drinking water

77%

in the top 2.6% nationally

Lower is healthier

ST95th
US97th
Definition & source ›

The modeled probability that PFAS “forever chemicals” would be detected in untreated groundwater in this area, the source private wells draw on.

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 ›

Short sleep

27.9%

in the bottom 2.9% nationally

Lower is healthier

ST4th
US3rd
Definition & source ›

The estimated share of adults who usually sleep less than seven hours in a 24-hour period.

Full methodology ›

Colon-cancer screening

74.1%

in the top 4.6% nationally

Higher is healthier

ST88th
US95th
Definition & source ›

The estimated share of adults aged 45–75 who are up to date on colorectal-cancer screening.

Full methodology ›

Fatal road crashes

3 per 100,000 residents per year

in the bottom 10.6% nationally

Lower is healthier

ST7th
US11th
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 ›

Industrial-pollution burden

in the top 11.7% nationally

Lower is healthier

ST91st
US88th
Definition & source ›

The EPA’s modeled screening score for industrial chemical releases, weighting the amounts released by their toxicity and how many people live nearby — a relative comparison score, not a measured exposure.

Full methodology ›

Energy-cost burden

1.8%

in the bottom 10.1% nationally

Lower is healthier

ST5th
US10th
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 ›

Lack of transportation

5.4%

in the bottom 12.4% nationally

Lower is healthier

ST10th
US12th
Definition & source ›

The estimated share of adults who lacked reliable transportation in the past 12 months.

Full methodology ›

Loneliness

28.8%

in the bottom 12.4% nationally

Lower is healthier

ST8th
US12th
Definition & source ›

The estimated share of adults who report feeling lonely.

Full methodology ›

Tooth loss

7.2%

in the bottom 9.2% nationally

Lower is healthier

ST13th
US9th
Definition & source ›

The estimated share of adults aged 65 and older who have lost all of their natural teeth.

Full methodology ›

Food insecurity

9.1%

in the bottom 13.5% nationally

Lower is healthier

ST9th
US13th
Definition & source ›

The estimated share of adults who experienced food insecurity in the past 12 months.

Full methodology ›

The read

By its overall health score, Spring Lake, Michigan (ZIP 49456) lands in the top 11.2% healthiest ZIPs nationally (3,573rd) and the top 8.9% of Michigan (86th), based on limited data; treat as directional.

continue reading

The profile opens on a set of genuinely favorable readings: modeled short sleep stands in the bottom 2.9% nationally, and colon screening settles in the top 4.6% nationally. Modeled housing insecurity lies in the bottom 10.4% nationally, and fatal road crashes resides in the bottom 10.6% nationally. Modeled energy burden lands in the bottom 10.1% nationally, transportation registers in the bottom 12.4% nationally, and loneliness sits in the bottom 12.4% nationally. Modeled tooth loss rests in the bottom 9.2% nationally. On the other side, modeled pfas is in the top 2.6% nationally, and industrial-pollution burden stands in the top 11.7% nationally.

Weighed against the ZIPs nearby, park land runs far higher than the surrounding ZIPs on this measure. To translate a couple of terms, pfas is the man-made "forever chemicals" that build up in the body and environment instead of breaking down; here a modeled estimate of the chance a private well contains them. Industrial-pollution burden is the EPA's modeled screening score weighting industrial chemical releases by their toxicity and how many people live nearby. Energy burden is the share of household income that goes to home energy bills. Overall, the nearest healthier neighbor is ZIP 49426, about 10 miles away.

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 Grand Rapids-Wyoming-Kentwood, 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 63%

21%

Social Need / SDOH

healthier than 90%

16%

Preventive Care

healthier than 96%

13%

Risk Behavior

healthier than 91%

11%

Disability

healthier than 79%

7%

Climate / Disaster RiskPartial

healthier than 96%

5%

Healthcare Access

healthier than 87%

5%

About typical

Environmental Hazard

healthier than 53%

14%

Mental Health

healthier than 46%

8%

Nothing measured is holding this score back.

Lifting this score

Chronic Disease Burden

healthier than 74%

21%

Social Need / SDOH

healthier than 92%

16%

Preventive Care

healthier than 93%

13%

Risk Behavior

healthier than 93%

11%

Mental Health

healthier than 85%

8%

Disability

healthier than 83%

7%

Climate / Disaster RiskPartial

healthier than 92%

5%

Healthcare Access

healthier than 89%

5%

About typical

Environmental Hazard

healthier than 40%

14%

Nothing measured is holding this score back.

Lifting this score

Social Need / SDOH

healthier than 90%

16%

Preventive Care

healthier than 98%

13%

Risk Behavior

healthier than 97%

11%

Mental Health

healthier than 95%

8%

Disability

healthier than 70%

7%

Climate / Disaster RiskPartial

in the top 0.00%

5%

Healthcare Access

healthier than 85%

5%

Holding it back

Chronic Disease Burden

healthier than 32%

21%

Environmental Hazard

healthier than 40%

14%

“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 adults29.8%26.9–32.8
High blood pressure among adults35.5%32.1–38.9
Cancer (non-skin) or melanoma among adults10.9%10.0–11.9
Current asthma among adults11.1%9.9–12.3
Coronary heart disease among adults6.8%6.2–7.5
Chronic obstructive pulmonary disease among adults7.1%6.3–7.9
Depression among adults25.9%22.9–29.2
Diagnosed diabetes among adults10.5%9.2–11.9
High cholesterol among adults who have ever been screened36.1%32.7–39.7
Obesity among adults33.2%28.3–38.5
Stroke among adults3.3%3.0–3.6
All teeth lost among adults aged >=65 years7.2%5.8–8.7
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years4.8%4.1–5.6
Taking medicine to control high blood pressure among adults with high blood pressure80.2%77.5–82.6
Visits to doctor for routine checkup within the past year among adults83.1%80.6–85.6
Cholesterol screening among adults90.1%88.8–91.3
Colorectal cancer screening among adults aged 45–75 years74.1%70.4–77.7
Visited dentist or dental clinic in the past year among adults75.5%72.8–78.0
Mammography use among women aged 50-74 years78.0%71.7–83.4
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults16.6%14.1–19.3
Current cigarette smoking among adults11.1%9.5–12.6
No leisure-time physical activity among adults19.6%16.7–22.6
Short sleep duration among adults27.9%23.8–32.3
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults14.8%13.0–16.7
Frequent mental distress among adults15.2%13.5–16.9
Frequent physical distress among adults12.6%11.2–14.0
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults11.8%10.5–13.1
Any disability among adults28.5%25.2–31.8
Hearing disability among adults7.5%6.7–8.3
Independent living disability among adults6.9%6.2–7.7
Mobility disability among adults12.3%10.8–13.9
Self-care disability among adults3.0%2.7–3.3
Vision disability among adults3.7%3.4–4.1
Health-Related Social NeedsCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Lack of social and emotional support among adults19.2%16.6–22.1
Food insecurity in the past 12 months among adults9.1%7.8–10.6
Received food stamps in the past 12 months among adults8.1%6.9–9.4
Housing insecurity in the past 12 months among adults7.4%6.4–8.6
Lack of reliable transportation in the past 12 months among adults5.4%4.8–6.1
Loneliness among adults28.8%25.1–33.0
Utility services shut-off threat in the past 12 months among adults5.5%4.8–6.3
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)MI median (p10–p90)
Poverty rate5.4%10.6% (3.1–25.8%) n=32,36410.7% (4.3–22.3%) n=974
Uninsured 18–643.7%9.0% (1.5–24.3%) n=32,2866.8% (2.5–13.5%) n=975
No HS diploma (25+)2.8%7.9% (1.8–20.7%) n=32,5056.7% (2.5–14.2%) n=974
Bachelor's or higher (25+)48.1%23.3% (9.2–53.6%) n=32,50522.1% (11.4–48.3%) n=974
Unemployment rate (16+)2.0%3.9% (0.0–9.8%) n=32,2744.6% (1.3–10.0%) n=974
Households without a vehicle2.4%3.9% (0.0–12.5%) n=32,3224.5% (0.9–10.8%) n=973
Broadband subscription95.5%89.3% (75.1–97.1%) n=32,32288.8% (79.5–95.5%) n=973
Housing cost burden (≥30% income)23.3%23.7% (10.6–40.0%) n=32,32222.5% (14.8–32.9%) n=973
Homeownership rate82.3%78.7% (51.7–94.0%) n=32,32285.3% (62.2–94.6%) n=973
Crowded housing (>1 per room)1.1%1.3% (0.0–6.3%) n=32,3221.1% (0.0–3.6%) n=973
Foreign-born population2.2%2.6% (0.0–18.6%) n=32,5531.8% (0.3–10.0%) n=975
Single-parent households58.1%53.6% (37.3–74.1%) n=32,08756.5% (43.6–74.2%) n=970
Population 65+24.7%19.4% (10.8–33.6%) n=32,55320.5% (13.7–35.2%) n=975
Median age46.5 yr42.2 yr (33.0–56.3) n=32,29243.6 yr (35.2–58.2) n=974
Median household income$92,672$72,070 ($46,039–$118,707) n=30,318$68,216 ($47,282–$105,129) n=962
Median home value$340,200$222,200 ($100,300–$579,820) n=30,049$192,350 ($116,360–$355,650) n=952
Median gross rent$1,261$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 birth80.9 yr ± 0.7578.9 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 0.75 years of 80.9, 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