County

Jefferson, MS

FIPS: 28063 · 1,876 Medicare beneficiaries · Geographic Variation 2023

Overview

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

Total Medicare Spending per Capita
$16,951
Actual Spending per Capita
$16,103
includes local geographic adjustments
Average HCC Risk Score
1.22
1.00 = nationally average. Higher = sicker panel.
Average Age
71.0
30-Day Readmission Rate
16.5%
MA Participation
53.3%
share enrolled in Medicare Advantage
Dual Eligible
31.2%
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
1,876
Fee-for-Service Beneficiaries
749
MA Participation Rate
53.3%
Average Age
71.0
Average HCC Risk Score
1.22
CMS Hierarchical Condition Category score. Higher means a sicker average beneficiary.
Dual Eligible (Medicare + Medicaid)
31.2%
Share of beneficiaries also enrolled in Medicaid — a marker of low income and complex need.

Demographic mix

Female
53.8%
Male
46.2%

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
16.5%
Share of hospital discharges followed by an unplanned readmission within 30 days.
ER Visits per 1,000 Benes
886.5

Health Outcomes

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

High blood pressure among adults
57.1%
95% CI: 52.4% – 61.6%
Crude prevalence
Obesity among adults
51.5%
95% CI: 42.3% – 60.3%
Crude prevalence
High cholesterol among adults who have ever been screened
34.6%
95% CI: 30.1% – 39.4%
Age-adjusted prevalence
Arthritis among adults
34.2%
95% CI: 30.2% – 37.9%
Crude prevalence
All teeth lost among adults aged >=65 years
29.7%
95% CI: 25.1% – 34.4%
Age-adjusted prevalence
Diagnosed diabetes among adults
23.6%
95% CI: 20.5% – 26.7%
Crude prevalence
Depression among adults
17.3%
95% CI: 14.3% – 20.6%
Age-adjusted prevalence
Chronic obstructive pulmonary disease among adults
11.5%
95% CI: 9.5% – 13.4%
Crude prevalence
Current asthma among adults
11.3%
95% CI: 9.8% – 12.9%
Age-adjusted prevalence
Coronary heart disease among adults
7.6%
95% CI: 6.6% – 8.6%
Age-adjusted prevalence
Stroke among adults
5.8%
95% CI: 5.1% – 6.5%
Age-adjusted prevalence
Cancer (non-skin) or melanoma among adults
4.9%
95% CI: 4.4% – 5.5%
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
33.2%
95% CI: 28.0% – 38.5%
Age-adjusted prevalence
Frequent mental distress among adults
18.3%
95% CI: 15.7% – 20.8%
Crude prevalence
Frequent physical distress among adults
18.0%
95% CI: 15.3% – 20.6%
Crude prevalence

Prevention

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

Visits to doctor for routine checkup within the past year among adults
84.8%
95% CI: 81.8% – 87.5%
Crude prevalence
Cholesterol screening among adults
83.9%
95% CI: 81.1% – 86.7%
Age-adjusted prevalence
Mammography use among women aged 50-74 years
71.7%
95% CI: 62.8% – 79.3%
Age-adjusted prevalence
Taking medicine to control high blood pressure among adults with high blood pressure
69.5%
95% CI: 65.2% – 73.6%
Age-adjusted prevalence
Colorectal cancer screening among adults aged 45–75 years
55.1%
95% CI: 49.4% – 60.6%
Age-adjusted prevalence
Current lack of health insurance among adults aged 18-64 years
15.0%
95% CI: 11.3% – 19.3%
Crude prevalence
Visited dentist or dental clinic in the past year among adults
6.4%
95% CI: 5.3% – 7.5%
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
45.0%
95% CI: 38.0% – 51.9%
Crude prevalence
Short sleep duration among adults
42.5%
95% CI: 35.3% – 49.9%
Crude prevalence
Current cigarette smoking among adults
22.1%
95% CI: 17.7% – 26.4%
Age-adjusted prevalence
Binge drinking among adults
9.7%
95% CI: 7.7% – 11.9%
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
43.7%
95% CI: 37.4% – 49.9%
Age-adjusted prevalence
Mobility disability among adults
27.5%
95% CI: 23.5% – 31.4%
Crude prevalence
Cognitive disability among adults
20.3%
95% CI: 17.0% – 23.4%
Crude prevalence
Independent living disability among adults
14.3%
95% CI: 11.9% – 16.8%
Age-adjusted prevalence
Vision disability among adults
11.0%
95% CI: 9.3% – 12.7%
Age-adjusted prevalence
Self-care disability among adults
9.2%
95% CI: 7.7% – 10.7%
Crude prevalence
Hearing disability among adults
6.8%
95% CI: 5.9% – 7.8%
Age-adjusted 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
40.2%
95% CI: 34.3% – 46.1%
Food insecurity in the past 12 months among adults
38.7%
95% CI: 32.4% – 45.0%
Lack of social and emotional support among adults
35.3%
95% CI: 30.3% – 40.5%
Received food stamps in the past 12 months among adults
30.2%
95% CI: 24.0% – 36.2%
Housing insecurity in the past 12 months among adults
27.7%
95% CI: 23.1% – 32.4%
Utility services shut-off threat in the past 12 months among adults
20.5%
95% CI: 17.3% – 23.9%
Lack of reliable transportation in the past 12 months among adults
19.4%
95% CI: 16.4% – 22.7%

Economic Stability

Below 150% Federal Poverty Level
41.9%
· MOE ±10.9
Share of county residents living below 150% of the federal poverty threshold.
Unemployment Rate
8.8%
· MOE ±27.8

Education & Connectivity

No High School Diploma (adults 25+)
21.5%
· MOE ±9.8
No Broadband Internet
14.1%
· MOE ±32.4
Share of households without a broadband internet subscription — a telehealth access barrier.

Housing

Housing Cost Burden
19.4%
· MOE ±11.6
Share of households paying more than 30% of income on housing.
Crowded Housing Units
1.2%
· MOE ±2.2
Single-Parent Households
12.6%
· MOE ±5.1

Demographics

Racial / Ethnic Minority Population
87.1%
· MOE ±24.2

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 29.7% — TEETHLOST
CDC PLACES Any disability among adults 43.7% — DISABILITY
CDC PLACES Arthritis among adults 34.2% — ARTHRITIS
CDC PLACES Binge drinking among adults 9.7% — BINGE
CDC PLACES Cancer (non-skin) or melanoma among adults 4.9% — CANCER
CDC PLACES Cholesterol screening among adults 83.9% — CHOLSCREEN
CDC PLACES Chronic obstructive pulmonary disease among adults 11.5% — COPD
CDC PLACES Cognitive disability among adults 20.3% — COGNITION
CDC PLACES Colorectal cancer screening among adults aged 45–75 years 55.1% — COLON_SCREEN
CDC PLACES Coronary heart disease among adults 7.6% — CHD
CDC PLACES Current asthma among adults 11.3% — CASTHMA
CDC PLACES Current cigarette smoking among adults 22.1% — CSMOKING
CDC PLACES Current lack of health insurance among adults aged 18-64 years 15.0% — ACCESS2
CDC PLACES Depression among adults 17.3% — DEPRESSION
CDC PLACES Diagnosed diabetes among adults 23.6% — DIABETES
CDC PLACES Fair or poor self-rated health status among adults 33.2% — GHLTH
CDC PLACES Food insecurity in the past 12 months among adults 38.7% — FOODINSECU
CDC PLACES Frequent mental distress among adults 18.3% — MHLTH
CDC PLACES Frequent physical distress among adults 18.0% — PHLTH
CDC PLACES Hearing disability among adults 6.8% — HEARING
CDC PLACES High blood pressure among adults 57.1% — BPHIGH
CDC PLACES High cholesterol among adults who have ever been screened 34.6% — HIGHCHOL
CDC PLACES Housing insecurity in the past 12 months among adults 27.7% — HOUSINSECU
CDC PLACES Independent living disability among adults 14.3% — INDEPLIVE
CDC PLACES Lack of reliable transportation in the past 12 months among adults 19.4% — LACKTRPT
CDC PLACES Lack of social and emotional support among adults 35.3% — EMOTIONSPT
CDC PLACES Loneliness among adults 40.2% — LONELINESS
CDC PLACES Mammography use among women aged 50-74 years 71.7% — MAMMOUSE
CDC PLACES Mobility disability among adults 27.5% — MOBILITY
CDC PLACES No leisure-time physical activity among adults 45.0% — LPA
CDC PLACES Obesity among adults 51.5% — OBESITY
CDC PLACES Received food stamps in the past 12 months among adults 30.2% — FOODSTAMP
CDC PLACES Self-care disability among adults 9.2% — SELFCARE
CDC PLACES Short sleep duration among adults 42.5% — SLEEP
CDC PLACES Stroke among adults 5.8% — STROKE
CDC PLACES Taking medicine to control high blood pressure among adults with high blood pressure 69.5% — BPMED
CDC PLACES Utility services shut-off threat in the past 12 months among adults 20.5% — SHUTUTILITY
CDC PLACES Vision disability among adults 11.0% — VISION
CDC PLACES Visited dentist or dental clinic in the past year among adults 6.4% — DENTAL
CDC PLACES Visits to doctor for routine checkup within the past year among adults 84.8% — CHECKUP
CDC SDOH Below 150% FPL (%) 41.9% — POVERTY
CDC SDOH Crowded Housing (%) 1.2% — CROWDING
CDC SDOH Housing Cost Burden (%) 19.4% — HOUSING_BURDEN
CDC SDOH No Broadband (%) 14.1% — NO_BROADBAND
CDC SDOH No High School Diploma (%) 21.5% — NO_DIPLOMA
CDC SDOH Racial/Ethnic Minority (%) 87.1% — MINORITY
CDC SDOH Single-Parent Households (%) 12.6% — SINGLE_PARENT
CDC SDOH Unemployment (%) 8.8% — UNEMPLOYMENT
Geographic Variation Acute Hospital Readmission Rate (%) 16.5% — ACUTE_HOSP_READMSN_PCT
Geographic Variation Average Beneficiary Age 71.00 — BENE_AVG_AGE
Geographic Variation Average HCC Risk Score 1.22 — BENE_AVG_RISK_SCRE
Geographic Variation Dual Eligible Beneficiaries (%) 31.2% — BENE_DUAL_PCT
Geographic Variation ER Visits per 1,000 Beneficiaries 886.5 — ER_VISITS_PER_1000_BENES
Geographic Variation Female Beneficiaries (%) 53.8% — BENE_FEML_PCT
Geographic Variation FFS Beneficiary Count 749 — BENES_FFS_CNT
Geographic Variation Home Health Actual Per Capita Payment ($) $1,231 — HH_MDCR_PYMT_PC
Geographic Variation Home Health Standardized Per Capita Payment ($) $1,553 — HH_MDCR_STDZD_PYMT_PC
Geographic Variation Hospice Actual Per Capita Payment ($) $350 — HOSPC_MDCR_PYMT_PC
Geographic Variation Hospice Standardized Per Capita Payment ($) $404 — HOSPC_MDCR_STDZD_PYMT_PC
Geographic Variation Inpatient Actual Per Capita Payment ($) $3,881 — IP_MDCR_PYMT_PC
Geographic Variation Inpatient Standardized Per Capita Payment ($) $3,367 — IP_MDCR_STDZD_PYMT_PC
Geographic Variation Male Beneficiaries (%) 46.2% — BENE_MALE_PCT
Geographic Variation Medicare Advantage Participation Rate (%) 53.3% — MA_PRTCPTN_RATE
Geographic Variation Outpatient Actual Per Capita Payment ($) $2,314 — OP_MDCR_PYMT_PC
Geographic Variation Outpatient Standardized Per Capita Payment ($) $2,436 — OP_MDCR_STDZD_PYMT_PC
Geographic Variation SNF Actual Per Capita Payment ($) $1,160 — SNF_MDCR_PYMT_PC
Geographic Variation SNF Standardized Per Capita Payment ($) $1,490 — SNF_MDCR_STDZD_PYMT_PC
Geographic Variation Total Actual Per Capita Medicare Payment ($) $16,103 — TOT_MDCR_PYMT_PC
Geographic Variation Total Beneficiary Count 1,876 — BENES_TOTAL_CNT
Geographic Variation Total Standardized Per Capita Medicare Payment ($) $16,951 — 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 →