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ZipVitals

ZIP code

31549

in Lumber City, GeorgiaPopulation 1,803

25.62/ 100

Ranked #31,404 of 32,066 US ZIPs (bottom 2.1%)

Ranked #703 of 711 Georgia ZIPs (bottom 1.2%)

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.

Self-care disability

9.8%

in the top 0.8% nationally

Lower is healthier

ST99th
US99th
Definition & source ›

The estimated share of adults with difficulty dressing or bathing.

Full methodology ›

Independent-living disability

17%

in the top 1.0% nationally

Lower is healthier

ST99th
US99th
Definition & source ›

The estimated share of adults who have difficulty doing errands alone, such as visiting a doctor’s office, because of a physical, mental, or emotional condition.

Full methodology ›

Stroke

7.2%

in the top 1.0% nationally

Lower is healthier

ST98th
US99th
Definition & source ›

The estimated share of adults who have been told by a health professional that they have had a stroke.

Full methodology ›

Vision disability

12.1%

in the top 2.0% nationally

Lower is healthier

ST98th
US98th
Definition & source ›

The estimated share of adults who are blind or have serious difficulty seeing even with glasses.

Full methodology ›

Diabetes

23.3%

in the top 1.0% nationally

Lower is healthier

ST98th
US99th
Definition & source ›

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

Full methodology ›

Mobility disability

28.3%

in the top 1.0% nationally

Lower is healthier

ST99th
US99th
Definition & source ›

The estimated share of adults with serious difficulty walking or climbing stairs.

Full methodology ›

Tooth loss

31.7%

in the top 2.3% nationally

Lower is healthier

ST98th
US98th
Definition & source ›

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

Full methodology ›

Fair or poor health

36.4%

in the top 1.9% nationally

Lower is healthier

ST99th
US98th
Definition & source ›

The estimated share of adults who rate their own general health as fair or poor.

Full methodology ›

Pharmacy access

1.3 per 1,000 residents

in the top 0.6% nationally

Higher is healthier

ST99th
US99th
Definition & source ›

The number of pharmacies located 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 ›

High blood pressure

51.4%

in the top 2.3% nationally

Lower is healthier

ST95th
US98th
Definition & source ›

The estimated share of adults who have been told by a health professional that they have high blood pressure.

Full methodology ›

Cross-source signals

Health need and barriers to care documented here

On our reading, this ZIP code carries the overlap at its acute level: acute means at least three of the six health-need readings and at least three of the six access barriers apply to the same place.

These are two separate readings of public data that both apply to this place — never a claim that one causes the other, never a severity score, and never a statement about any person who lives here.

Health need documented here

  • People without health insurance
  • Food insecurity
  • Housing insecurity
  • Adults reporting fair or poor health
  • Chronic conditions

Barriers to reaching care

  • Thin local supply of doctors
  • Households with no vehicle
  • Limited home internet for telehealth

A reading appears below only where this ZIP code is among the most-affected 10% of US ZIP codes on it — one national bar, the same for every ZIP in the country.

See the full care-deserts analysis →

The read

Lumber City, Georgia (ZIP 31549), by its composite score, sits in the bottom 2.1% nationally (31,404th) and the bottom 1.2% of Georgia (703rd).

continue reading

A few measures stand out on the ground and lead the picture: modeled self-care disability lands in the top 0.8% nationally, and independent living disability stands in the top 1.0% nationally. Modeled stroke registers in the top 1.0% nationally, and vision disability settles in the top 2.0% nationally. Modeled diabetes sits in the top 1.0% nationally, mobility disability lies in the top 1.0% nationally, and tooth loss rests in the top 2.3% nationally. Modeled fair or poor health resides in the top 1.9% nationally, and high blood pressure is in the top 2.3% nationally. On the stronger side, pharmacy lands in the top 0.6% nationally.

Next to the surrounding area, pharmacy runs far higher than the surrounding ZIPs on this measure. For a healthier comparison close by, see ZIP 30411, just across the boundary. The area further shows documented health need overlapping with barriers to reaching care, sitting in the most-affected 10% of US ZIP codes on several need measures and several access barriers.

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 86%

14%

Holding it back

Chronic Disease Burden

healthier than 1%

21%

Social Need / SDOH

healthier than 5%

16%

Preventive Care

healthier than 12%

13%

Risk Behavior

healthier than 3%

11%

Mental Health

healthier than 19%

8%

Disability

in the bottom 0.8%

7%

Climate / Disaster Risk

healthier than 14%

5%

Healthcare Access

healthier than 37%

5%

Lifting this score

Environmental Hazard

healthier than 83%

14%

Holding it back

Chronic Disease Burden

in the bottom 0.6%

21%

Social Need / SDOH

healthier than 11%

16%

Preventive Care

healthier than 12%

13%

Risk Behavior

healthier than 2%

11%

Mental Health

healthier than 4%

8%

Disability

in the bottom 0.3%

7%

Climate / Disaster Risk

healthier than 10%

5%

Healthcare Access

healthier than 23%

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.

  • Clean environment, heavy chronic burden

    Where the environment and chronic illness point in opposite directions

    Environmental-hazard standing 86.2; chronic-disease standing 1.2 (bottom 10%) — 85 points apart, cleaner on the environment than it is on chronic illness.

    Ranked #280 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 adults36.5%33.1–40.0
High blood pressure among adults51.4%47.5–55.5
Cancer (non-skin) or melanoma among adults8.3%7.6–9.1
Current asthma among adults12.3%11.0–13.7
Coronary heart disease among adults11.4%10.3–12.6
Chronic obstructive pulmonary disease among adults14.9%13.3–16.6
Depression among adults22.2%19.1–25.4
Diagnosed diabetes among adults23.3%20.9–25.8
High cholesterol among adults who have ever been screened43.4%39.3–47.5
Obesity among adults45.0%37.4–52.9
Stroke among adults7.2%6.6–7.9
All teeth lost among adults aged >=65 years31.7%27.4–36.2
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years17.9%15.3–20.8
Taking medicine to control high blood pressure among adults with high blood pressure82.7%80.5–84.6
Visits to doctor for routine checkup within the past year among adults80.7%77.7–83.3
Cholesterol screening among adults84.3%82.4–86.1
Colorectal cancer screening among adults aged 45–75 years59.1%54.1–64.1
Visited dentist or dental clinic in the past year among adults41.6%38.2–45.1
Mammography use among women aged 50-74 years67.2%58.9–74.8
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults10.9%9.0–12.9
Current cigarette smoking among adults25.1%22.1–28.3
No leisure-time physical activity among adults43.1%38.0–48.4
Short sleep duration among adults43.9%37.5–50.7
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults36.4%32.6–40.3
Frequent mental distress among adults21.5%19.3–23.8
Frequent physical distress among adults22.0%19.6–24.3
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults21.8%19.4–24.3
Any disability among adults46.6%42.0–51.2
Hearing disability among adults10.2%9.1–11.3
Independent living disability among adults17.0%15.3–18.9
Mobility disability among adults28.3%25.3–31.3
Self-care disability among adults9.8%8.9–10.9
Vision disability among adults12.1%10.9–13.4
Health-Related Social NeedsCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Lack of social and emotional support among adults28.1%24.5–31.7
Food insecurity in the past 12 months among adults35.4%31.4–39.2
Received food stamps in the past 12 months among adults36.4%32.5–40.1
Housing insecurity in the past 12 months among adults24.3%21.4–27.0
Lack of reliable transportation in the past 12 months among adults17.6%15.6–19.5
Loneliness among adults39.8%34.7–44.7
Utility services shut-off threat in the past 12 months among adults18.5%16.4–20.7
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)GA median (p10–p90)
Poverty rate19.8%10.6% (3.1–25.8%) n=32,36413.8% (5.6–27.5%) n=709
Uninsured 18–6425.1%9.0% (1.5–24.3%) n=32,28618.3% (8.4–29.7%) n=713
No HS diploma (25+)20.2%7.9% (1.8–20.7%) n=32,50512.1% (3.9–22.9%) n=720
Bachelor's or higher (25+)11.2%23.3% (9.2–53.6%) n=32,50521.3% (9.1–49.2%) n=720
Unemployment rate (16+)1.3%3.9% (0.0–9.8%) n=32,2744.1% (0.6–9.6%) n=714
Households without a vehicle12.7%3.9% (0.0–12.5%) n=32,3224.4% (0.3–12.3%) n=707
Broadband subscription83.3%89.3% (75.1–97.1%) n=32,32287.3% (72.5–96.4%) n=707
Housing cost burden (≥30% income)33.7%23.7% (10.6–40.0%) n=32,32225.1% (13.6–38.3%) n=707
Homeownership rate67.2%78.7% (51.7–94.0%) n=32,32273.7% (48.8–89.0%) n=707
Crowded housing (>1 per room)0.2%1.3% (0.0–6.3%) n=32,3221.7% (0.0–5.0%) n=707
Foreign-born population7.3%2.6% (0.0–18.6%) n=32,5533.8% (0.0–15.8%) n=720
Single-parent households56.9%53.6% (37.3–74.1%) n=32,08748.8% (36.1–66.7%) n=705
Population 65+17.2%19.4% (10.8–33.6%) n=32,55317.0% (10.0–28.3%) n=720
Median age53.2 yr42.2 yr (33.0–56.3) n=32,29239.8 yr (33.1–51.4) n=715
Median household income$51,402$72,070 ($46,039–$118,707) n=30,318$65,254 ($44,032–$106,158) n=677
Median home value$222,200 ($100,300–$579,820) n=30,049$215,200 ($91,000–$413,150) n=666
Median gross rent$659$1,021 ($677–$1,912) n=25,670$993 ($694–$1,769) n=627
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)GA median (p10–p90)
Life expectancy at birth73.9 yr ± 0.8978.9 yr (74.7–82.8) n=31,30876.1 yr (73.3–79.7) n=668

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 0.89 years of 73.9, 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