County

Ozark, MO

FIPS: 29153 · 3,162 Medicare beneficiaries · Geographic Variation 2023

Overview

Key headline metrics for Medicare beneficiaries living in Ozark, MO. Source data from the CMS Medicare Fee-for-Service Geographic Variation Public Use File (2023) and CDC PLACES/SDOH.

Total Medicare Spending per Capita
$9,190
Actual Spending per Capita
$8,820
includes local geographic adjustments
Average HCC Risk Score
0.91
1.00 = nationally average. Higher = sicker panel.
Average Age
72.0
30-Day Readmission Rate
12.8%
MA Participation
55.3%
share enrolled in Medicare Advantage
Dual Eligible
12.6%
also enrolled in Medicaid — low-income marker

Beneficiary Profile

Who the Medicare population is in this county — counts, enrollment mix, age, and risk-adjusted complexity.

Total Medicare Beneficiaries
3,162
Fee-for-Service Beneficiaries
1,284
MA Participation Rate
55.3%
Average Age
72.0
Average HCC Risk Score
0.91
CMS Hierarchical Condition Category score. Higher means a sicker average beneficiary.
Dual Eligible (Medicare + Medicaid)
12.6%
Share of beneficiaries also enrolled in Medicaid — a marker of low income and complex need.

Demographic mix

Female
48.9%
Male
51.1%

Utilization

How often Medicare beneficiaries use each service. Rates are per 1,000 beneficiaries; the "users" column shows the share of beneficiaries who used the service at least once.

30-Day Readmission Rate
12.8%
Share of hospital discharges followed by an unplanned readmission within 30 days.
ER Visits per 1,000 Benes
487.5

Health Outcomes

CDC PLACES — modeled prevalence of health outcomes among county adults. Values are age-adjusted or crude prevalence estimates with 95% CIs.

High cholesterol among adults who have ever been screened
44.0%
95% CI: 39.2% – 48.9%
Crude prevalence
Obesity among adults
42.3%
95% CI: 34.1% – 51.1%
Age-adjusted prevalence
High blood pressure among adults
36.7%
95% CI: 32.6% – 40.9%
Age-adjusted prevalence
Arthritis among adults
28.4%
95% CI: 25.3% – 31.8%
Age-adjusted prevalence
Depression among adults
28.4%
95% CI: 24.3% – 32.8%
Age-adjusted prevalence
All teeth lost among adults aged >=65 years
22.1%
95% CI: 18.4% – 26.3%
Crude prevalence
Diagnosed diabetes among adults
18.3%
95% CI: 15.8% – 21.0%
Crude prevalence
Chronic obstructive pulmonary disease among adults
14.9%
95% CI: 12.6% – 17.5%
Crude prevalence
Coronary heart disease among adults
12.0%
95% CI: 10.5% – 13.6%
Crude prevalence
Cancer (non-skin) or melanoma among adults
11.6%
95% CI: 10.3% – 12.9%
Crude prevalence
Current asthma among adults
11.2%
95% CI: 9.8% – 12.7%
Crude prevalence
Stroke among adults
6.1%
95% CI: 5.3% – 6.9%
Crude prevalence

Health Status

CDC PLACES — modeled prevalence of health status among county adults. Values are age-adjusted or crude prevalence estimates with 95% CIs.

Fair or poor self-rated health status among adults
30.6%
95% CI: 26.2% – 35.5%
Crude prevalence
Frequent mental distress among adults
18.4%
95% CI: 16.2% – 20.9%
Crude prevalence
Frequent physical distress among adults
17.6%
95% CI: 15.3% – 20.1%
Age-adjusted prevalence

Prevention

CDC PLACES — modeled prevalence of prevention among county adults. Values are age-adjusted or crude prevalence estimates with 95% CIs.

Cholesterol screening among adults
84.8%
95% CI: 82.6% – 87.0%
Crude prevalence
Taking medicine to control high blood pressure among adults with high blood pressure
82.6%
95% CI: 80.0% – 85.1%
Crude prevalence
Visits to doctor for routine checkup within the past year among adults
75.0%
95% CI: 71.0% – 79.1%
Age-adjusted prevalence
Mammography use among women aged 50-74 years
66.0%
95% CI: 56.6% – 74.8%
Age-adjusted prevalence
Colorectal cancer screening among adults aged 45–75 years
60.4%
95% CI: 54.8% – 65.7%
Crude prevalence
Visited dentist or dental clinic in the past year among adults
48.3%
95% CI: 44.4% – 52.3%
Crude prevalence
Current lack of health insurance among adults aged 18-64 years
11.2%
95% CI: 8.5% – 14.4%
Crude prevalence

Health Risk Behaviors

CDC PLACES — modeled prevalence of health risk behaviors among county adults. Values are age-adjusted or crude prevalence estimates with 95% CIs.

No leisure-time physical activity among adults
39.2%
95% CI: 33.1% – 45.8%
Crude prevalence
Short sleep duration among adults
38.7%
95% CI: 31.6% – 46.3%
Crude prevalence
Current cigarette smoking among adults
24.0%
95% CI: 19.9% – 28.3%
Age-adjusted prevalence
Binge drinking among adults
12.9%
95% CI: 10.5% – 15.7%
Crude prevalence

Disability

CDC PLACES — modeled prevalence of disability among county adults. Values are age-adjusted or crude prevalence estimates with 95% CIs.

Any disability among adults
43.1%
95% CI: 37.6% – 48.9%
Age-adjusted prevalence
Cognitive disability among adults
23.4%
95% CI: 20.2% – 27.1%
Age-adjusted prevalence
Mobility disability among adults
18.6%
95% CI: 16.0% – 21.6%
Age-adjusted prevalence
Hearing disability among adults
13.8%
95% CI: 12.2% – 15.6%
Crude prevalence
Independent living disability among adults
13.4%
95% CI: 11.3% – 15.5%
Crude prevalence
Vision disability among adults
8.2%
95% CI: 7.0% – 9.6%
Crude prevalence
Self-care disability among adults
6.7%
95% CI: 5.6% – 7.8%
Crude prevalence

Health-Related Social Needs

Community-level social and economic factors that drive health outcomes. Combines CDC PLACES health-related social-need measures (modeled from BRFSS) with CDC SDOH structural measures (from the American Community Survey).

Reported unmet needs (PLACES)

Loneliness among adults
29.4%
95% CI: 24.5% – 34.5%
Food insecurity in the past 12 months among adults
20.9%
95% CI: 16.6% – 25.6%
Lack of social and emotional support among adults
19.9%
95% CI: 16.4% – 23.5%
Received food stamps in the past 12 months among adults
17.5%
95% CI: 13.9% – 21.4%
Housing insecurity in the past 12 months among adults
16.6%
95% CI: 13.6% – 19.8%
Utility services shut-off threat in the past 12 months among adults
13.0%
95% CI: 11.0% – 15.2%
Lack of reliable transportation in the past 12 months among adults
12.1%
95% CI: 10.1% – 14.4%

Economic Stability

Below 150% Federal Poverty Level
39.2%
· MOE ±5.1
Share of county residents living below 150% of the federal poverty threshold.
Unemployment Rate
6.8%
· MOE ±3.3

Education & Connectivity

No High School Diploma (adults 25+)
18.4%
· MOE ±3.6
No Broadband Internet
30.2%
· MOE ±6.0
Share of households without a broadband internet subscription — a telehealth access barrier.

Housing

Housing Cost Burden
20.9%
· MOE ±4.9
Share of households paying more than 30% of income on housing.
Crowded Housing Units
1.6%
· MOE ±1.0
Single-Parent Households
2.3%
· MOE ±1.3

Demographics

Racial / Ethnic Minority Population
5.1%
· MOE ±1.0

All Data

Every labeled metric surfaced from Geographic Variation, PLACES, and SDOH, alongside the national county median for context.

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Source Metric Value National Median Pctl. Raw key
CDC PLACES All teeth lost among adults aged >=65 years 22.1% — TEETHLOST
CDC PLACES Any disability among adults 43.1% — DISABILITY
CDC PLACES Arthritis among adults 28.4% — ARTHRITIS
CDC PLACES Binge drinking among adults 12.9% — BINGE
CDC PLACES Cancer (non-skin) or melanoma among adults 11.6% — CANCER
CDC PLACES Cholesterol screening among adults 84.8% — CHOLSCREEN
CDC PLACES Chronic obstructive pulmonary disease among adults 14.9% — COPD
CDC PLACES Cognitive disability among adults 23.4% — COGNITION
CDC PLACES Colorectal cancer screening among adults aged 45–75 years 60.4% — COLON_SCREEN
CDC PLACES Coronary heart disease among adults 12.0% — CHD
CDC PLACES Current asthma among adults 11.2% — CASTHMA
CDC PLACES Current cigarette smoking among adults 24.0% — CSMOKING
CDC PLACES Current lack of health insurance among adults aged 18-64 years 11.2% — ACCESS2
CDC PLACES Depression among adults 28.4% — DEPRESSION
CDC PLACES Diagnosed diabetes among adults 18.3% — DIABETES
CDC PLACES Fair or poor self-rated health status among adults 30.6% — GHLTH
CDC PLACES Food insecurity in the past 12 months among adults 20.9% — FOODINSECU
CDC PLACES Frequent mental distress among adults 18.4% — MHLTH
CDC PLACES Frequent physical distress among adults 17.6% — PHLTH
CDC PLACES Hearing disability among adults 13.8% — HEARING
CDC PLACES High blood pressure among adults 36.7% — BPHIGH
CDC PLACES High cholesterol among adults who have ever been screened 44.0% — HIGHCHOL
CDC PLACES Housing insecurity in the past 12 months among adults 16.6% — HOUSINSECU
CDC PLACES Independent living disability among adults 13.4% — INDEPLIVE
CDC PLACES Lack of reliable transportation in the past 12 months among adults 12.1% — LACKTRPT
CDC PLACES Lack of social and emotional support among adults 19.9% — EMOTIONSPT
CDC PLACES Loneliness among adults 29.4% — LONELINESS
CDC PLACES Mammography use among women aged 50-74 years 66.0% — MAMMOUSE
CDC PLACES Mobility disability among adults 18.6% — MOBILITY
CDC PLACES No leisure-time physical activity among adults 39.2% — LPA
CDC PLACES Obesity among adults 42.3% — OBESITY
CDC PLACES Received food stamps in the past 12 months among adults 17.5% — FOODSTAMP
CDC PLACES Self-care disability among adults 6.7% — SELFCARE
CDC PLACES Short sleep duration among adults 38.7% — SLEEP
CDC PLACES Stroke among adults 6.1% — STROKE
CDC PLACES Taking medicine to control high blood pressure among adults with high blood pressure 82.6% — BPMED
CDC PLACES Utility services shut-off threat in the past 12 months among adults 13.0% — SHUTUTILITY
CDC PLACES Vision disability among adults 8.2% — VISION
CDC PLACES Visited dentist or dental clinic in the past year among adults 48.3% — DENTAL
CDC PLACES Visits to doctor for routine checkup within the past year among adults 75.0% — CHECKUP
CDC SDOH Below 150% FPL (%) 39.2% — POVERTY
CDC SDOH Crowded Housing (%) 1.6% — CROWDING
CDC SDOH Housing Cost Burden (%) 20.9% — HOUSING_BURDEN
CDC SDOH No Broadband (%) 30.2% — NO_BROADBAND
CDC SDOH No High School Diploma (%) 18.4% — NO_DIPLOMA
CDC SDOH Racial/Ethnic Minority (%) 5.1% — MINORITY
CDC SDOH Single-Parent Households (%) 2.3% — SINGLE_PARENT
CDC SDOH Unemployment (%) 6.8% — UNEMPLOYMENT
Geographic Variation Acute Hospital Readmission Rate (%) 12.8% — ACUTE_HOSP_READMSN_PCT
Geographic Variation Average Beneficiary Age 72.00 — BENE_AVG_AGE
Geographic Variation Average HCC Risk Score 0.91 — BENE_AVG_RISK_SCRE
Geographic Variation Dual Eligible Beneficiaries (%) 12.6% — BENE_DUAL_PCT
Geographic Variation ER Visits per 1,000 Beneficiaries 487.5 — ER_VISITS_PER_1000_BENES
Geographic Variation Female Beneficiaries (%) 48.9% — BENE_FEML_PCT
Geographic Variation FFS Beneficiary Count 1,284 — BENES_FFS_CNT
Geographic Variation Home Health Actual Per Capita Payment ($) $359 — HH_MDCR_PYMT_PC
Geographic Variation Home Health Standardized Per Capita Payment ($) $430 — HH_MDCR_STDZD_PYMT_PC
Geographic Variation Hospice Actual Per Capita Payment ($) $440 — HOSPC_MDCR_PYMT_PC
Geographic Variation Hospice Standardized Per Capita Payment ($) $504 — HOSPC_MDCR_STDZD_PYMT_PC
Geographic Variation Inpatient Actual Per Capita Payment ($) $2,086 — IP_MDCR_PYMT_PC
Geographic Variation Inpatient Standardized Per Capita Payment ($) $2,081 — IP_MDCR_STDZD_PYMT_PC
Geographic Variation Male Beneficiaries (%) 51.1% — BENE_MALE_PCT
Geographic Variation Medicare Advantage Participation Rate (%) 55.3% — MA_PRTCPTN_RATE
Geographic Variation Outpatient Actual Per Capita Payment ($) $2,070 — OP_MDCR_PYMT_PC
Geographic Variation Outpatient Standardized Per Capita Payment ($) $2,122 — OP_MDCR_STDZD_PYMT_PC
Geographic Variation SNF Actual Per Capita Payment ($) $406 — SNF_MDCR_PYMT_PC
Geographic Variation SNF Standardized Per Capita Payment ($) $488 — SNF_MDCR_STDZD_PYMT_PC
Geographic Variation Total Actual Per Capita Medicare Payment ($) $8,820 — TOT_MDCR_PYMT_PC
Geographic Variation Total Beneficiary Count 3,162 — BENES_TOTAL_CNT
Geographic Variation Total Standardized Per Capita Medicare Payment ($) $9,190 — TOT_MDCR_STDZD_PYMT_PC

Methodology

Primary source: Medicare Geographic Variation by County (dataset id geo-var-county, vintage 2023, downloaded 2026-04-13, 33,639 rows in source).

Additional data sources: CDC PLACES County-Level Data (2026), CDC SDOH Measures for County (2017-2021).

Percentile badges compare this county against all US counties that appear in the relevant dataset. "Lower is better" metrics (spending, readmission rates, chronic-disease prevalence, SDOH adversity) use an inverted color ramp — low percentile = green (good), high percentile = red (bad).

Medicare Geographic Variation shows standardized per-capita spending, utilization, and demographic characteristics for Medicare fee-for-service beneficiaries at the county level. Standardized payments remove geographic payment adjustments so counties can be compared fairly. AHRQ Prevention Quality Indicators (PQIs) measure the rate of hospitalization for ambulatory-care-sensitive conditions (ACSCs).

Full methodology →