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ZipVitals

ZIP code

59741

in Manhattan, MontanaPopulation 5,748

57.78/ 100

Ranked #6,580 of 32,066 US ZIPs (top 21%)

Ranked #19 of 341 Montana ZIPs (top 5.6%)

Ranked #7 of 10 Bozeman, MT ZIPs (bottom 30%)

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.

Binge drinking

21.1%

in the top 3.1% nationally

Lower is healthier

ST91st
US97th
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 ›

Obesity

24.6%

in the bottom 5.0% nationally

Lower is healthier

ST1st
US5th
Definition & source ›

The estimated share of adults with obesity, defined as a body-mass index of 30 or higher.

Full methodology ›

Arsenic in groundwater

23.5%

in the top 4.9% nationally

Lower is healthier

ST98th
US95th
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 ›

Industrial-pollution burden

in the bottom 5.4% nationally

Lower is healthier

ST30th
US5th
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 ›

Fine-particle (PM2.5) exceedance

1.4%

in the top 6.4% nationally

Lower is healthier

ST41st
US94th
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 ›

Air-toxics cancer risk

19.2 per million

in the bottom 7.2% nationally

Lower is healthier

ST70th
US7th
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 ›

High cholesterol

31.5%

in the bottom 5.5% nationally

Lower is healthier

ST9th
US5th
Definition & source ›

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

Full methodology ›

Short sleep

29.8%

in the bottom 8.8% nationally

Lower is healthier

ST25th
US9th
Definition & source ›

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

Full methodology ›

Humid extreme heat

12.6 days/year

in the bottom 9.5% nationally

Lower is healthier

ST76th
US9th
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 ›

Diabetes

8.5%

in the bottom 6.1% nationally

Lower is healthier

ST4th
US6th
Definition & source ›

The estimated share of adults who have been diagnosed with diabetes.

Full methodology ›

The read

Manhattan, Montana (ZIP 59741), on the composite measure, lands in the top 21% healthiest ZIPs nationally (6,580th) and the top 5.6% of Montana (19th).

continue reading

Reading across the measures, this area's clearest strengths come through: modeled obesity resides in the bottom 5.0% nationally, industrial-pollution burden lies in the bottom 5.4% nationally, and air-toxics cancer risk settles in the bottom 7.2% nationally. Modeled high cholesterol stands in the bottom 5.5% nationally, short sleep is in the bottom 8.8% nationally, and humid heat rests in the bottom 9.5% nationally. Modeled diabetes sits in the bottom 6.1% nationally. By contrast, modeled binge drinking registers in the top 3.1% nationally, and arsenic lands in the top 4.9% nationally. Modeled fine-particle resides in the top 6.4% 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. Industrial-pollution burden is the EPA's modeled screening score weighting industrial chemical releases by their toxicity and how many people live nearby. Fine-particle is fine airborne particles about one-thirtieth the width of a hair, counted on modeled days above the EPA standard. A healthier neighbor overall sits at ZIP 59714, 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 Bozeman, MT 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 84%

21%

Social Need / SDOH

healthier than 73%

16%

Risk Behavior

healthier than 78%

11%

Mental Health

healthier than 64%

8%

Disability

healthier than 81%

7%

Climate / Disaster Risk

healthier than 92%

5%

Holding it back

Environmental Hazard

healthier than 20%

14%

Preventive Care

healthier than 25%

13%

Healthcare Access

healthier than 31%

5%

Lifting this score

Chronic Disease Burden

healthier than 91%

21%

Social Need / SDOH

healthier than 75%

16%

Risk Behavior

healthier than 72%

11%

Mental Health

healthier than 66%

8%

Disability

healthier than 94%

7%

Healthcare Access

healthier than 70%

5%

Holding it back

Environmental Hazard

healthier than 38%

14%

Preventive Care

healthier than 27%

13%

Climate / Disaster Risk

healthier than 31%

5%

Lifting this score

Preventive Care

healthier than 63%

13%

Healthcare Access

healthier than 63%

5%

About typical

Risk Behavior

healthier than 50%

11%

Mental Health

healthier than 50%

8%

Holding it back

Chronic Disease Burden

healthier than 38%

21%

Social Need / SDOH

healthier than 38%

16%

Environmental Hazard

in the bottom 0.00%

14%

Disability

healthier than 38%

7%

Climate / Disaster Risk

in the bottom 0.00%

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.

  • Heavy environment, light chronic burden

    Where the environment and chronic illness point in opposite directions

    Environmental-hazard standing 19.9; chronic-disease standing 84.0 — 64 points apart, heavier on the environment than it is on chronic illness.

    Ranked #15,810 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 adults27.5%24.8–30.2
High blood pressure among adults29.0%26.0–32.0
Cancer (non-skin) or melanoma among adults9.3%8.5–10.2
Current asthma among adults11.1%9.8–12.4
Coronary heart disease among adults5.6%5.0–6.3
Chronic obstructive pulmonary disease among adults5.8%5.1–6.7
Depression among adults22.1%19.3–25.0
Diagnosed diabetes among adults8.5%7.3–9.8
High cholesterol among adults who have ever been screened31.5%28.5–34.8
Obesity among adults24.6%20.8–28.7
Stroke among adults3.0%2.7–3.3
All teeth lost among adults aged >=65 years10.8%8.8–13.2
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years8.1%6.7–9.6
Taking medicine to control high blood pressure among adults with high blood pressure72.0%68.5–75.0
Visits to doctor for routine checkup within the past year among adults71.3%67.9–74.5
Cholesterol screening among adults84.3%82.3–86.0
Colorectal cancer screening among adults aged 45–75 years65.7%61.7–69.8
Visited dentist or dental clinic in the past year among adults65.9%62.8–69.0
Mammography use among women aged 50-74 years73.4%66.8–79.6
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults21.1%18.3–24.1
Current cigarette smoking among adults11.4%9.5–13.4
No leisure-time physical activity among adults15.9%13.4–18.8
Short sleep duration among adults29.8%26.1–33.9
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults14.7%12.9–16.9
Frequent mental distress among adults16.0%14.2–17.9
Frequent physical distress among adults12.6%11.1–14.2
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults12.6%11.0–14.3
Any disability among adults26.4%23.2–29.8
Hearing disability among adults7.5%6.6–8.4
Independent living disability among adults6.7%5.9–7.6
Mobility disability among adults10.3%8.9–11.8
Self-care disability among adults2.9%2.6–3.3
Vision disability among adults3.7%3.3–4.1
Health-Related Social NeedsCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Lack of social and emotional support among adults19.4%16.8–22.2
Food insecurity in the past 12 months among adults8.5%7.1–10.1
Received food stamps in the past 12 months among adults5.7%4.7–7.0
Housing insecurity in the past 12 months among adults7.4%6.2–8.7
Lack of reliable transportation in the past 12 months among adults6.1%5.3–7.0
Loneliness among adults29.7%26.2–33.4
Utility services shut-off threat in the past 12 months among adults5.4%4.6–6.2
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)MT median (p10–p90)
Poverty rate4.0%10.6% (3.1–25.8%) n=32,3649.7% (1.9–27.5%) n=360
Uninsured 18–6419.2%9.0% (1.5–24.3%) n=32,28611.1% (0.0–33.1%) n=357
No HS diploma (25+)1.0%7.9% (1.8–20.7%) n=32,5054.7% (0.0–14.1%) n=360
Bachelor's or higher (25+)38.3%23.3% (9.2–53.6%) n=32,50526.6% (12.3–46.1%) n=360
Unemployment rate (16+)0.4%3.9% (0.0–9.8%) n=32,2741.8% (0.0–10.2%) n=357
Households without a vehicle1.5%3.9% (0.0–12.5%) n=32,3221.7% (0.0–9.5%) n=360
Broadband subscription90.6%89.3% (75.1–97.1%) n=32,32287.3% (72.1–100.0%) n=360
Housing cost burden (≥30% income)27.0%23.7% (10.6–40.0%) n=32,32221.1% (7.3–37.2%) n=360
Homeownership rate81.4%78.7% (51.7–94.0%) n=32,32278.0% (56.9–95.8%) n=360
Crowded housing (>1 per room)2.2%1.3% (0.0–6.3%) n=32,3220.9% (0.0–6.6%) n=360
Foreign-born population1.6%2.6% (0.0–18.6%) n=32,5530.9% (0.0–4.9%) n=360
Single-parent households52.1%53.6% (37.3–74.1%) n=32,08761.3% (39.9–84.5%) n=356
Population 65+19.6%19.4% (10.8–33.6%) n=32,55324.0% (12.9–44.0%) n=360
Median age42.1 yr42.2 yr (33.0–56.3) n=32,29246.0 yr (32.9–62.3) n=358
Median household income$90,947$72,070 ($46,039–$118,707) n=30,318$66,875 ($44,980–$95,192) n=321
Median home value$615,200$222,200 ($100,300–$579,820) n=30,049$292,450 ($127,430–$548,550) n=312
Median gross rent$1,703$1,021 ($677–$1,912) n=25,670$877 ($544–$1,329) n=213
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)MT median (p10–p90)
Life expectancy at birth79.8 yr ± 1.4478.9 yr (74.7–82.8) n=31,30879.7 yr (76.7–83.7) n=358

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 1.44 years of 79.8, 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