County

Spartanburg, SC

FIPS: 45083 · 73,825 Medicare beneficiaries · Geographic Variation 2023

Overview

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

Total Medicare Spending per Capita
$11,093
Actual Spending per Capita
$11,285
includes local geographic adjustments
Average HCC Risk Score
0.96
1.00 = nationally average. Higher = sicker panel.
Average Age
73.0
30-Day Readmission Rate
15.3%
MA Participation
54.5%
share enrolled in Medicare Advantage
Dual Eligible
8.8%
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
73,825
Fee-for-Service Beneficiaries
30,235
MA Participation Rate
54.5%
Average Age
73.0
Average HCC Risk Score
0.96
CMS Hierarchical Condition Category score. Higher means a sicker average beneficiary.
Dual Eligible (Medicare + Medicaid)
8.8%
Share of beneficiaries also enrolled in Medicaid — a marker of low income and complex need.

Demographic mix

Female
55.3%
Male
44.7%
White
85.7%
Black
9.3%
Hispanic
1.3%

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
15.3%
Share of hospital discharges followed by an unplanned readmission within 30 days.
ER Visits per 1,000 Benes
555.3

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
38.5%
95% CI: 35.2% – 41.9%
Crude prevalence
Obesity among adults
37.9%
95% CI: 33.0% – 42.9%
Age-adjusted prevalence
High blood pressure among adults
35.5%
95% CI: 32.3% – 38.9%
Age-adjusted prevalence
Arthritis among adults
28.3%
95% CI: 25.5% – 31.1%
Crude prevalence
Depression among adults
24.6%
95% CI: 21.5% – 27.8%
Age-adjusted prevalence
All teeth lost among adults aged >=65 years
12.3%
95% CI: 10.1% – 14.9%
Crude prevalence
Diagnosed diabetes among adults
12.1%
95% CI: 10.5% – 13.7%
Age-adjusted prevalence
Current asthma among adults
9.7%
95% CI: 8.5% – 11.0%
Crude prevalence
Cancer (non-skin) or melanoma among adults
8.0%
95% CI: 7.2% – 8.9%
Crude prevalence
Chronic obstructive pulmonary disease among adults
7.5%
95% CI: 6.2% – 8.9%
Crude prevalence
Coronary heart disease among adults
6.5%
95% CI: 5.7% – 7.5%
Crude prevalence
Stroke among adults
3.7%
95% CI: 3.3% – 4.3%
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
20.9%
95% CI: 17.8% – 24.3%
Crude prevalence
Frequent mental distress among adults
17.3%
95% CI: 15.1% – 19.5%
Crude prevalence
Frequent physical distress among adults
14.3%
95% CI: 12.4% – 16.4%
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
84.5%
95% CI: 82.0% – 86.8%
Age-adjusted prevalence
Mammography use among women aged 50-74 years
79.8%
95% CI: 74.2% – 84.7%
Age-adjusted prevalence
Taking medicine to control high blood pressure among adults with high blood pressure
79.3%
95% CI: 76.8% – 81.8%
Crude prevalence
Visits to doctor for routine checkup within the past year among adults
77.6%
95% CI: 74.3% – 80.9%
Age-adjusted prevalence
Colorectal cancer screening among adults aged 45–75 years
68.4%
95% CI: 64.1% – 72.3%
Crude prevalence
Visited dentist or dental clinic in the past year among adults
61.4%
95% CI: 58.1% – 64.7%
Crude prevalence
Current lack of health insurance among adults aged 18-64 years
13.3%
95% CI: 10.8% – 16.3%
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
37.9%
95% CI: 33.3% – 42.5%
Crude prevalence
No leisure-time physical activity among adults
27.4%
95% CI: 23.4% – 31.9%
Crude prevalence
Binge drinking among adults
16.7%
95% CI: 14.0% – 19.8%
Age-adjusted prevalence
Current cigarette smoking among adults
14.4%
95% CI: 11.7% – 17.2%
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
33.9%
95% CI: 29.9% – 38.2%
Crude prevalence
Cognitive disability among adults
16.1%
95% CI: 13.8% – 18.5%
Age-adjusted prevalence
Mobility disability among adults
14.2%
95% CI: 12.2% – 16.5%
Age-adjusted prevalence
Independent living disability among adults
8.8%
95% CI: 7.6% – 10.3%
Age-adjusted prevalence
Hearing disability among adults
6.8%
95% CI: 5.9% – 7.7%
Crude prevalence
Vision disability among adults
5.6%
95% CI: 4.9% – 6.5%
Crude prevalence
Self-care disability among adults
3.9%
95% CI: 3.3% – 4.6%
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
33.2%
95% CI: 29.1% – 37.6%
Lack of social and emotional support among adults
26.2%
95% CI: 22.8% – 30.1%
Food insecurity in the past 12 months among adults
18.8%
95% CI: 15.6% – 22.5%
Housing insecurity in the past 12 months among adults
15.1%
95% CI: 12.7% – 17.7%
Received food stamps in the past 12 months among adults
11.0%
95% CI: 8.8% – 13.4%
Utility services shut-off threat in the past 12 months among adults
9.7%
95% CI: 8.2% – 11.3%
Lack of reliable transportation in the past 12 months among adults
8.9%
95% CI: 7.5% – 10.3%

Economic Stability

Below 150% Federal Poverty Level
23.2%
· MOE ±1.0
Share of county residents living below 150% of the federal poverty threshold.
Unemployment Rate
5.0%
· MOE ±0.5

Education & Connectivity

No High School Diploma (adults 25+)
12.5%
· MOE ±0.6
No Broadband Internet
15.9%
· MOE ±1.1
Share of households without a broadband internet subscription — a telehealth access barrier.

Housing

Housing Cost Burden
23.0%
· MOE ±1.2
Share of households paying more than 30% of income on housing.
Crowded Housing Units
2.4%
· MOE ±0.4
Single-Parent Households
7.3%
· MOE ±0.6

Demographics

Racial / Ethnic Minority Population
32.8%
· MOE ±0.5

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 12.3% — TEETHLOST
CDC PLACES Any disability among adults 33.9% — DISABILITY
CDC PLACES Arthritis among adults 28.3% — ARTHRITIS
CDC PLACES Binge drinking among adults 16.7% — BINGE
CDC PLACES Cancer (non-skin) or melanoma among adults 8.0% — CANCER
CDC PLACES Cholesterol screening among adults 84.5% — CHOLSCREEN
CDC PLACES Chronic obstructive pulmonary disease among adults 7.5% — COPD
CDC PLACES Cognitive disability among adults 16.1% — COGNITION
CDC PLACES Colorectal cancer screening among adults aged 45–75 years 68.4% — COLON_SCREEN
CDC PLACES Coronary heart disease among adults 6.5% — CHD
CDC PLACES Current asthma among adults 9.7% — CASTHMA
CDC PLACES Current cigarette smoking among adults 14.4% — CSMOKING
CDC PLACES Current lack of health insurance among adults aged 18-64 years 13.3% — ACCESS2
CDC PLACES Depression among adults 24.6% — DEPRESSION
CDC PLACES Diagnosed diabetes among adults 12.1% — DIABETES
CDC PLACES Fair or poor self-rated health status among adults 20.9% — GHLTH
CDC PLACES Food insecurity in the past 12 months among adults 18.8% — FOODINSECU
CDC PLACES Frequent mental distress among adults 17.3% — MHLTH
CDC PLACES Frequent physical distress among adults 14.3% — PHLTH
CDC PLACES Hearing disability among adults 6.8% — HEARING
CDC PLACES High blood pressure among adults 35.5% — BPHIGH
CDC PLACES High cholesterol among adults who have ever been screened 38.5% — HIGHCHOL
CDC PLACES Housing insecurity in the past 12 months among adults 15.1% — HOUSINSECU
CDC PLACES Independent living disability among adults 8.8% — INDEPLIVE
CDC PLACES Lack of reliable transportation in the past 12 months among adults 8.9% — LACKTRPT
CDC PLACES Lack of social and emotional support among adults 26.2% — EMOTIONSPT
CDC PLACES Loneliness among adults 33.2% — LONELINESS
CDC PLACES Mammography use among women aged 50-74 years 79.8% — MAMMOUSE
CDC PLACES Mobility disability among adults 14.2% — MOBILITY
CDC PLACES No leisure-time physical activity among adults 27.4% — LPA
CDC PLACES Obesity among adults 37.9% — OBESITY
CDC PLACES Received food stamps in the past 12 months among adults 11.0% — FOODSTAMP
CDC PLACES Self-care disability among adults 3.9% — SELFCARE
CDC PLACES Short sleep duration among adults 37.9% — SLEEP
CDC PLACES Stroke among adults 3.7% — STROKE
CDC PLACES Taking medicine to control high blood pressure among adults with high blood pressure 79.3% — BPMED
CDC PLACES Utility services shut-off threat in the past 12 months among adults 9.7% — SHUTUTILITY
CDC PLACES Vision disability among adults 5.6% — VISION
CDC PLACES Visited dentist or dental clinic in the past year among adults 61.4% — DENTAL
CDC PLACES Visits to doctor for routine checkup within the past year among adults 77.6% — CHECKUP
CDC SDOH Below 150% FPL (%) 23.2% — POVERTY
CDC SDOH Crowded Housing (%) 2.4% — CROWDING
CDC SDOH Housing Cost Burden (%) 23.0% — HOUSING_BURDEN
CDC SDOH No Broadband (%) 15.9% — NO_BROADBAND
CDC SDOH No High School Diploma (%) 12.5% — NO_DIPLOMA
CDC SDOH Racial/Ethnic Minority (%) 32.8% — MINORITY
CDC SDOH Single-Parent Households (%) 7.3% — SINGLE_PARENT
CDC SDOH Unemployment (%) 5.0% — UNEMPLOYMENT
Geographic Variation Acute Hospital Readmission Rate (%) 15.3% — ACUTE_HOSP_READMSN_PCT
Geographic Variation Average Beneficiary Age 73.00 — BENE_AVG_AGE
Geographic Variation Average HCC Risk Score 0.96 — BENE_AVG_RISK_SCRE
Geographic Variation Black Beneficiaries (%) 9.3% — BENE_RACE_BLACK_PCT
Geographic Variation Dual Eligible Beneficiaries (%) 8.8% — BENE_DUAL_PCT
Geographic Variation ER Visits per 1,000 Beneficiaries 555.3 — ER_VISITS_PER_1000_BENES
Geographic Variation Female Beneficiaries (%) 55.3% — BENE_FEML_PCT
Geographic Variation FFS Beneficiary Count 30,235 — BENES_FFS_CNT
Geographic Variation Hispanic Beneficiaries (%) 1.3% — BENE_RACE_HSPNC_PCT
Geographic Variation Home Health Actual Per Capita Payment ($) $491 — HH_MDCR_PYMT_PC
Geographic Variation Home Health Standardized Per Capita Payment ($) $539 — HH_MDCR_STDZD_PYMT_PC
Geographic Variation Hospice Actual Per Capita Payment ($) $612 — HOSPC_MDCR_PYMT_PC
Geographic Variation Hospice Standardized Per Capita Payment ($) $661 — HOSPC_MDCR_STDZD_PYMT_PC
Geographic Variation Inpatient Actual Per Capita Payment ($) $2,825 — IP_MDCR_PYMT_PC
Geographic Variation Inpatient Standardized Per Capita Payment ($) $2,217 — IP_MDCR_STDZD_PYMT_PC
Geographic Variation Male Beneficiaries (%) 44.7% — BENE_MALE_PCT
Geographic Variation Medicare Advantage Participation Rate (%) 54.5% — MA_PRTCPTN_RATE
Geographic Variation Outpatient Actual Per Capita Payment ($) $2,460 — OP_MDCR_PYMT_PC
Geographic Variation Outpatient Standardized Per Capita Payment ($) $2,495 — OP_MDCR_STDZD_PYMT_PC
Geographic Variation SNF Actual Per Capita Payment ($) $555 — SNF_MDCR_PYMT_PC
Geographic Variation SNF Standardized Per Capita Payment ($) $634 — SNF_MDCR_STDZD_PYMT_PC
Geographic Variation Total Actual Per Capita Medicare Payment ($) $11,285 — TOT_MDCR_PYMT_PC
Geographic Variation Total Beneficiary Count 73,825 — BENES_TOTAL_CNT
Geographic Variation Total Standardized Per Capita Medicare Payment ($) $11,093 — TOT_MDCR_STDZD_PYMT_PC
Geographic Variation White Beneficiaries (%) 85.7% — BENE_RACE_WHT_PCT

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 →