Overview

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

Total Medicare Spending per Capita
$13,891
Actual Spending per Capita
$12,856
includes local geographic adjustments
Average HCC Risk Score
1.08
1.00 = nationally average. Higher = sicker panel.
Average Age
72.0
30-Day Readmission Rate
16.2%
MA Participation
42.9%
share enrolled in Medicare Advantage
Dual Eligible
26.9%
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
1,448
Fee-for-Service Beneficiaries
745
MA Participation Rate
42.9%
Average Age
72.0
Average HCC Risk Score
1.08
CMS Hierarchical Condition Category score. Higher means a sicker average beneficiary.
Dual Eligible (Medicare + Medicaid)
26.9%
Share of beneficiaries also enrolled in Medicaid — a marker of low income and complex need.

Demographic mix

Female
56.9%
Male
43.1%

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
16.2%
Share of hospital discharges followed by an unplanned readmission within 30 days.
ER Visits per 1,000 Benes
791.9

Health Outcomes

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

High blood pressure among adults
48.3%
95% CI: 43.8% – 53.1%
Crude prevalence
Obesity among adults
47.3%
95% CI: 38.3% – 56.8%
Age-adjusted prevalence
High cholesterol among adults who have ever been screened
36.1%
95% CI: 31.6% – 40.8%
Age-adjusted prevalence
Arthritis among adults
33.5%
95% CI: 30.1% – 37.3%
Crude prevalence
All teeth lost among adults aged >=65 years
31.0%
95% CI: 26.4% – 36.2%
Crude prevalence
Depression among adults
29.2%
95% CI: 25.1% – 33.7%
Crude prevalence
Diagnosed diabetes among adults
17.8%
95% CI: 15.5% – 20.2%
Age-adjusted prevalence
Chronic obstructive pulmonary disease among adults
13.4%
95% CI: 11.6% – 15.3%
Age-adjusted prevalence
Current asthma among adults
11.6%
95% CI: 10.2% – 13.2%
Crude prevalence
Coronary heart disease among adults
9.8%
95% CI: 8.6% – 11.1%
Crude prevalence
Cancer (non-skin) or melanoma among adults
7.2%
95% CI: 6.4% – 8.0%
Crude prevalence
Stroke among adults
5.2%
95% CI: 4.6% – 5.8%
Age-adjusted 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
35.8%
95% CI: 31.3% – 40.3%
Age-adjusted prevalence
Frequent mental distress among adults
23.4%
95% CI: 20.7% – 26.3%
Crude prevalence
Frequent physical distress among adults
20.7%
95% CI: 18.1% – 23.4%
Crude 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
79.1%
95% CI: 75.9% – 82.1%
Age-adjusted prevalence
Visits to doctor for routine checkup within the past year among adults
75.5%
95% CI: 71.2% – 79.4%
Crude prevalence
Mammography use among women aged 50-74 years
69.5%
95% CI: 60.2% – 78.1%
Crude prevalence
Taking medicine to control high blood pressure among adults with high blood pressure
61.8%
95% CI: 57.2% – 66.4%
Age-adjusted prevalence
Colorectal cancer screening among adults aged 45–75 years
55.2%
95% CI: 49.7% – 61.0%
Crude prevalence
Visited dentist or dental clinic in the past year among adults
44.8%
95% CI: 40.8% – 49.0%
Age-adjusted prevalence
Current lack of health insurance among adults aged 18-64 years
20.4%
95% CI: 16.4% – 24.6%
Age-adjusted 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.

Short sleep duration among adults
44.1%
95% CI: 36.2% – 52.2%
Age-adjusted prevalence
No leisure-time physical activity among adults
39.6%
95% CI: 33.5% – 45.7%
Crude prevalence
Current cigarette smoking among adults
29.8%
95% CI: 25.8% – 34.1%
Age-adjusted prevalence
Binge drinking among adults
13.9%
95% CI: 11.2% – 17.1%
Age-adjusted 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
48.4%
95% CI: 42.5% – 54.1%
Crude prevalence
Cognitive disability among adults
25.5%
95% CI: 22.4% – 28.7%
Age-adjusted prevalence
Mobility disability among adults
23.0%
95% CI: 19.9% – 26.0%
Age-adjusted prevalence
Independent living disability among adults
15.7%
95% CI: 13.6% – 17.7%
Crude prevalence
Vision disability among adults
10.0%
95% CI: 8.8% – 11.2%
Age-adjusted prevalence
Hearing disability among adults
10.0%
95% CI: 8.8% – 11.3%
Crude prevalence
Self-care disability among adults
7.8%
95% CI: 6.8% – 8.8%
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).

Economic Stability

Below 150% Federal Poverty Level
39.7%
· MOE ±5.4
Share of county residents living below 150% of the federal poverty threshold.
Unemployment Rate
7.6%
· MOE ±4.2

Education & Connectivity

No High School Diploma (adults 25+)
26.3%
· MOE ±4.0
No Broadband Internet
27.2%
· MOE ±8.3
Share of households without a broadband internet subscription — a telehealth access barrier.

Housing

Housing Cost Burden
24.2%
· MOE ±6.4
Share of households paying more than 30% of income on housing.
Crowded Housing Units
3.2%
· MOE ±3.0
Single-Parent Households
7.3%
· MOE ±3.8

Demographics

Racial / Ethnic Minority Population
33.3%
· MOE ±2.4

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 31.0% TEETHLOST
CDC PLACES Any disability among adults 48.4% DISABILITY
CDC PLACES Arthritis among adults 33.5% ARTHRITIS
CDC PLACES Binge drinking among adults 13.9% BINGE
CDC PLACES Cancer (non-skin) or melanoma among adults 7.2% CANCER
CDC PLACES Cholesterol screening among adults 79.1% CHOLSCREEN
CDC PLACES Chronic obstructive pulmonary disease among adults 13.4% COPD
CDC PLACES Cognitive disability among adults 25.5% COGNITION
CDC PLACES Colorectal cancer screening among adults aged 45–75 years 55.2% COLON_SCREEN
CDC PLACES Coronary heart disease among adults 9.8% CHD
CDC PLACES Current asthma among adults 11.6% CASTHMA
CDC PLACES Current cigarette smoking among adults 29.8% CSMOKING
CDC PLACES Current lack of health insurance among adults aged 18-64 years 20.4% ACCESS2
CDC PLACES Depression among adults 29.2% DEPRESSION
CDC PLACES Diagnosed diabetes among adults 17.8% DIABETES
CDC PLACES Fair or poor self-rated health status among adults 35.8% GHLTH
CDC PLACES Frequent mental distress among adults 23.4% MHLTH
CDC PLACES Frequent physical distress among adults 20.7% PHLTH
CDC PLACES Hearing disability among adults 10.0% HEARING
CDC PLACES High blood pressure among adults 48.3% BPHIGH
CDC PLACES High cholesterol among adults who have ever been screened 36.1% HIGHCHOL
CDC PLACES Independent living disability among adults 15.7% INDEPLIVE
CDC PLACES Mammography use among women aged 50-74 years 69.5% MAMMOUSE
CDC PLACES Mobility disability among adults 23.0% MOBILITY
CDC PLACES No leisure-time physical activity among adults 39.6% LPA
CDC PLACES Obesity among adults 47.3% OBESITY
CDC PLACES Self-care disability among adults 7.8% SELFCARE
CDC PLACES Short sleep duration among adults 44.1% SLEEP
CDC PLACES Stroke among adults 5.2% STROKE
CDC PLACES Taking medicine to control high blood pressure among adults with high blood pressure 61.8% BPMED
CDC PLACES Vision disability among adults 10.0% VISION
CDC PLACES Visited dentist or dental clinic in the past year among adults 44.8% DENTAL
CDC PLACES Visits to doctor for routine checkup within the past year among adults 75.5% CHECKUP
CDC SDOH Below 150% FPL (%) 39.7% POVERTY
CDC SDOH Crowded Housing (%) 3.2% CROWDING
CDC SDOH Housing Cost Burden (%) 24.2% HOUSING_BURDEN
CDC SDOH No Broadband (%) 27.2% NO_BROADBAND
CDC SDOH No High School Diploma (%) 26.3% NO_DIPLOMA
CDC SDOH Racial/Ethnic Minority (%) 33.3% MINORITY
CDC SDOH Single-Parent Households (%) 7.3% SINGLE_PARENT
CDC SDOH Unemployment (%) 7.6% UNEMPLOYMENT
Geographic Variation Acute Hospital Readmission Rate (%) 16.2% ACUTE_HOSP_READMSN_PCT
Geographic Variation Average Beneficiary Age 72.00 BENE_AVG_AGE
Geographic Variation Average HCC Risk Score 1.08 BENE_AVG_RISK_SCRE
Geographic Variation Dual Eligible Beneficiaries (%) 26.9% BENE_DUAL_PCT
Geographic Variation ER Visits per 1,000 Beneficiaries 791.9 ER_VISITS_PER_1000_BENES
Geographic Variation Female Beneficiaries (%) 56.9% BENE_FEML_PCT
Geographic Variation FFS Beneficiary Count 745 BENES_FFS_CNT
Geographic Variation Home Health Actual Per Capita Payment ($) $1,015 HH_MDCR_PYMT_PC
Geographic Variation Home Health Standardized Per Capita Payment ($) $1,285 HH_MDCR_STDZD_PYMT_PC
Geographic Variation Hospice Actual Per Capita Payment ($) $445 HOSPC_MDCR_PYMT_PC
Geographic Variation Hospice Standardized Per Capita Payment ($) $512 HOSPC_MDCR_STDZD_PYMT_PC
Geographic Variation Inpatient Actual Per Capita Payment ($) $3,360 IP_MDCR_PYMT_PC
Geographic Variation Inpatient Standardized Per Capita Payment ($) $3,317 IP_MDCR_STDZD_PYMT_PC
Geographic Variation Male Beneficiaries (%) 43.1% BENE_MALE_PCT
Geographic Variation Medicare Advantage Participation Rate (%) 42.9% MA_PRTCPTN_RATE
Geographic Variation Outpatient Actual Per Capita Payment ($) $1,502 OP_MDCR_PYMT_PC
Geographic Variation Outpatient Standardized Per Capita Payment ($) $1,608 OP_MDCR_STDZD_PYMT_PC
Geographic Variation SNF Actual Per Capita Payment ($) $1,434 SNF_MDCR_PYMT_PC
Geographic Variation SNF Standardized Per Capita Payment ($) $1,872 SNF_MDCR_STDZD_PYMT_PC
Geographic Variation Total Actual Per Capita Medicare Payment ($) $12,856 TOT_MDCR_PYMT_PC
Geographic Variation Total Beneficiary Count 1,448 BENES_TOTAL_CNT
Geographic Variation Total Standardized Per Capita Medicare Payment ($) $13,891 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 →