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ZipVitals

ZIP code

77616

in Fred, TexasPopulation 860

35.69/ 100

Ranked #29,112 of 32,066 US ZIPs (bottom 9.3%)

Ranked #1,706 of 1,868 Texas ZIPs (bottom 8.7%)

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.

Crowded housing

20.2%

in the top 1.2% nationally

Lower is healthier

ST99th
US99th
Definition & source ›

The share of occupied homes with more than one person per room, the Census definition of crowded housing.

Full methodology ›

Arsenic in groundwater

0.95%

in the bottom 1.4% nationally

Lower is healthier

ST1st
US1st
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 ›

Housing-cost burden

2.9%

in the bottom 4.3% nationally

Lower is healthier

ST6th
US4th
Definition & source ›

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

Full methodology ›

Humid extreme heat

151.4 days/year

in the top 4.4% nationally

Lower is healthier

ST74th
US96th
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 ›

Mammography

67.5%

in the bottom 6.5% nationally

Higher is healthier

ST8th
US6th
Definition & source ›

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

Full methodology ›

Slow internet speeds

1.5%

in the top 7.5% nationally

Lower is healthier

ST91st
US93rd
Definition & source ›

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

Full methodology ›

Industrial-pollution burden

in the top 7.8% nationally

Lower is healthier

ST86th
US92nd
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 ›

Distance to a nursing home

11.5 mi

in the top 8.7% nationally

Lower is healthier

ST93rd
US91st
Definition & source ›

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

Full methodology ›

Radon

0.6 pCi/L

in the bottom 1.2% nationally

Lower is healthier

ST10th
US1st
Definition & source ›

The modeled typical indoor radon level for this area, in picocuries per liter — the EPA recommends fixing a home at 4 pCi/L or above.

Modeled from indoor-radon measurements. In Alaska and Hawaii, where those measurements are not published, a US Geological Survey geologic radon-potential category stands in — a coarser input, disclosed rather than hidden.

Full methodology ›

Dry extreme heat

39.3 days/year

in the top 12.0% nationally

Lower is healthier

ST10th
US88th
Definition & source ›

The average number of days per year with a modeled daily high of at least 95 °F.

Full methodology ›

The read

Fred, Texas (ZIP 77616), on the composite measure, lands in the bottom 9.3% nationally (29,112th) and the bottom 8.7% of Texas (1,706th).

continue reading

Where this area is stretched, the data is unambiguous: crowded housing is in the top 1.2% nationally, modeled humid heat rests in the top 4.4% nationally, and modeled mammography sits in the bottom 6.5% nationally. Slow internet speeds registers in the top 7.5% nationally, modeled industrial-pollution burden lands in the top 7.8% nationally, and distance to a nursing home resides in the top 8.7% nationally. Better still, modeled arsenic lies in the bottom 1.4% nationally, and housing-cost burden settles in the bottom 4.3% nationally. Unemployment stands at the national minimum, shared with about 15% of ZIPs. Households without a vehicle is at the national minimum, shared with about 16% of ZIPs.

Set against the neighboring ZIPs, crowded housing runs far higher 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. Humid heat is a modeled heat-stress measure combining temperature, humidity, sun, and wind to gauge heat on the body outdoors. A healthier neighbor overall sits at ZIP 77656, 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%

About typical

Social Need / SDOH

healthier than 41%

16%

Holding it back

Chronic Disease Burden

healthier than 18%

21%

Preventive Care

healthier than 11%

13%

Risk Behavior

healthier than 10%

11%

Mental Health

healthier than 6%

8%

Disability

healthier than 14%

7%

Climate / Disaster Risk

healthier than 6%

5%

Healthcare Access

healthier than 10%

5%

Lifting this score

Environmental Hazard

healthier than 93%

14%

About typical

Preventive Care

healthier than 40%

13%

Holding it back

Chronic Disease Burden

healthier than 7%

21%

Social Need / SDOH

healthier than 36%

16%

Risk Behavior

healthier than 14%

11%

Mental Health

healthier than 1%

8%

Disability

healthier than 15%

7%

Climate / Disaster Risk

healthier than 30%

5%

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 adults31.9%28.2–35.7
High blood pressure among adults41.7%37.1–46.3
Cancer (non-skin) or melanoma among adults8.8%7.9–9.8
Current asthma among adults11.7%10.3–13.4
Coronary heart disease among adults8.7%7.6–10.0
Chronic obstructive pulmonary disease among adults11.9%9.9–14.2
Depression among adults28.2%24.1–32.6
Diagnosed diabetes among adults15.5%13.3–17.9
High cholesterol among adults who have ever been screened40.9%36.4–45.8
Obesity among adults40.0%31.4–49.2
Stroke among adults4.7%4.1–5.4
All teeth lost among adults aged >=65 years18.3%14.9–22.0
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years14.2%11.2–17.7
Taking medicine to control high blood pressure among adults with high blood pressure78.7%75.6–81.5
Visits to doctor for routine checkup within the past year among adults75.5%71.4–79.3
Cholesterol screening among adults83.8%81.4–86.0
Colorectal cancer screening among adults aged 45–75 years60.0%54.4–65.3
Visited dentist or dental clinic in the past year among adults51.4%47.5–55.3
Mammography use among women aged 50-74 years67.5%58.1–75.7
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults15.7%12.8–19.0
Current cigarette smoking among adults22.0%18.3–26.1
No leisure-time physical activity among adults33.7%28.0–39.8
Short sleep duration among adults37.5%30.6–44.8
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults27.9%23.6–32.5
Frequent mental distress among adults21.1%18.6–23.8
Frequent physical distress among adults18.1%15.7–21.0
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults19.2%16.5–22.2
Any disability among adults40.1%34.7–45.9
Hearing disability among adults9.2%8.1–10.5
Independent living disability among adults12.2%10.4–14.3
Mobility disability among adults20.7%17.5–24.3
Self-care disability among adults5.8%4.9–6.9
Vision disability among adults7.2%6.2–8.4
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)TX median (p10–p90)
Poverty rate4.2%10.6% (3.1–25.8%) n=32,36412.4% (3.5–26.4%) n=1,869
Uninsured 18–6422.4%9.0% (1.5–24.3%) n=32,28622.3% (8.2–41.5%) n=1,862
No HS diploma (25+)0.6%7.9% (1.8–20.7%) n=32,50512.2% (2.5–30.0%) n=1,881
Bachelor's or higher (25+)0.0%23.3% (9.2–53.6%) n=32,50521.9% (9.0–51.4%) n=1,881
Unemployment rate (16+)0.0%3.9% (0.0–9.8%) n=32,2744.2% (0.0–9.4%) n=1,865
Households without a vehicle0.0%3.9% (0.0–12.5%) n=32,3223.7% (0.0–10.8%) n=1,868
Broadband subscription96.2%89.3% (75.1–97.1%) n=32,32289.2% (75.0–97.3%) n=1,868
Housing cost burden (≥30% income)2.9%23.7% (10.6–40.0%) n=32,32226.2% (8.8–40.3%) n=1,868
Homeownership rate84.9%78.7% (51.7–94.0%) n=32,32275.0% (46.4–92.3%) n=1,868
Crowded housing (>1 per room)20.2%1.3% (0.0–6.3%) n=32,3223.1% (0.0–9.0%) n=1,868
Foreign-born population0.0%2.6% (0.0–18.6%) n=32,5538.1% (0.1–26.4%) n=1,886
Single-parent households52.8%53.6% (37.3–74.1%) n=32,08748.5% (34.3–70.6%) n=1,861
Population 65+8.3%19.4% (10.8–33.6%) n=32,55316.1% (8.6–30.1%) n=1,886
Median age36.8 yr42.2 yr (33.0–56.3) n=32,29238.3 yr (30.9–52.3) n=1,866
Median household income$71,833$72,070 ($46,039–$118,707) n=30,318$69,983 ($46,006–$112,413) n=1,737
Median home value$222,200 ($100,300–$579,820) n=30,049$210,500 ($97,060–$429,760) n=1,693
Median gross rent$1,021 ($677–$1,912) n=25,670$1,154 ($764–$1,815) n=1,508
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)TX median (p10–p90)
Life expectancy at birth75.1 yr ± 0.9078.9 yr (74.7–82.8) n=31,30878.2 yr (75.1–81.7) n=1,772

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 0.90 years of 75.1, 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