Overview

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

Total Medicare Spending per Capita
$12,879
Actual Spending per Capita
$15,670
includes local geographic adjustments
Average HCC Risk Score
1.14
1.00 = nationally average. Higher = sicker panel.
Average Age
70.0
30-Day Readmission Rate
19.9%
MA Participation
72.9%
share enrolled in Medicare Advantage
Dual Eligible
38.1%
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
341,101
Fee-for-Service Beneficiaries
78,141
MA Participation Rate
72.9%
Average Age
70.0
Average HCC Risk Score
1.14
CMS Hierarchical Condition Category score. Higher means a sicker average beneficiary.
Dual Eligible (Medicare + Medicaid)
38.1%
Share of beneficiaries also enrolled in Medicaid — a marker of low income and complex need.

Demographic mix

Female
52.4%
Male
47.6%
White
52.0%
Black
8.7%
Hispanic
27.3%

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
19.9%
Share of hospital discharges followed by an unplanned readmission within 30 days.
ER Visits per 1,000 Benes
660.1

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
34.0%
95% CI: 31.0% – 37.2%
Crude prevalence
Obesity among adults
33.3%
95% CI: 29.0% – 37.8%
Crude prevalence
High blood pressure among adults
31.9%
95% CI: 28.9% – 34.9%
Crude prevalence
Arthritis among adults
21.5%
95% CI: 19.3% – 23.8%
Crude prevalence
Depression among adults
19.6%
95% CI: 17.1% – 22.3%
Crude prevalence
Diagnosed diabetes among adults
12.1%
95% CI: 10.6% – 13.7%
Crude prevalence
All teeth lost among adults aged >=65 years
11.4%
95% CI: 9.4% – 13.8%
Crude prevalence
Current asthma among adults
9.8%
95% CI: 8.7% – 11.1%
Age-adjusted prevalence
Coronary heart disease among adults
5.6%
95% CI: 5.0% – 6.3%
Crude prevalence
Cancer (non-skin) or melanoma among adults
5.5%
95% CI: 4.9% – 6.0%
Crude prevalence
Chronic obstructive pulmonary disease among adults
5.2%
95% CI: 4.5% – 6.0%
Crude prevalence
Stroke among adults
3.2%
95% CI: 2.9% – 3.5%
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
25.6%
95% CI: 22.4% – 29.2%
Crude prevalence
Frequent mental distress among adults
17.7%
95% CI: 15.6% – 19.9%
Crude prevalence
Frequent physical distress among adults
14.4%
95% CI: 12.6% – 16.3%
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
83.6%
95% CI: 81.3% – 85.8%
Crude prevalence
Mammography use among women aged 50-74 years
73.9%
95% CI: 67.5% – 80.3%
Crude prevalence
Visits to doctor for routine checkup within the past year among adults
69.4%
95% CI: 66.1% – 72.7%
Age-adjusted prevalence
Visited dentist or dental clinic in the past year among adults
55.5%
95% CI: 52.4% – 59.0%
Crude prevalence
Taking medicine to control high blood pressure among adults with high blood pressure
52.3%
95% CI: 48.5% – 56.1%
Age-adjusted prevalence
Colorectal cancer screening among adults aged 45–75 years
50.9%
95% CI: 46.7% – 55.5%
Age-adjusted prevalence
Current lack of health insurance among adults aged 18-64 years
14.3%
95% CI: 11.1% – 17.9%
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.

Short sleep duration among adults
37.8%
95% CI: 33.7% – 42.4%
Crude prevalence
No leisure-time physical activity among adults
26.4%
95% CI: 22.8% – 30.4%
Age-adjusted prevalence
Binge drinking among adults
15.7%
95% CI: 13.4% – 18.2%
Age-adjusted prevalence
Current cigarette smoking among adults
12.3%
95% CI: 10.3% – 14.5%
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
31.5%
95% CI: 27.7% – 35.6%
Crude prevalence
Cognitive disability among adults
16.4%
95% CI: 14.1% – 18.9%
Age-adjusted prevalence
Mobility disability among adults
14.2%
95% CI: 12.4% – 16.2%
Crude prevalence
Independent living disability among adults
9.0%
95% CI: 7.8% – 10.3%
Crude prevalence
Vision disability among adults
6.7%
95% CI: 5.9% – 7.6%
Age-adjusted prevalence
Hearing disability among adults
5.8%
95% CI: 5.1% – 6.6%
Age-adjusted prevalence
Self-care disability among adults
4.3%
95% CI: 3.8% – 5.0%
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
38.2%
95% CI: 34.3% – 42.4%
Lack of social and emotional support among adults
30.4%
95% CI: 27.0% – 34.4%
Food insecurity in the past 12 months among adults
23.1%
95% CI: 19.3% – 27.0%
Received food stamps in the past 12 months among adults
20.6%
95% CI: 17.0% – 24.3%
Housing insecurity in the past 12 months among adults
18.9%
95% CI: 16.0% – 22.0%
Lack of reliable transportation in the past 12 months among adults
11.5%
95% CI: 9.9% – 13.4%
Utility services shut-off threat in the past 12 months among adults
9.3%
95% CI: 7.9% – 10.9%

Economic Stability

Below 150% Federal Poverty Level
24.3%
· MOE ±0.6
Share of county residents living below 150% of the federal poverty threshold.
Unemployment Rate
7.5%
· MOE ±0.3

Education & Connectivity

No High School Diploma (adults 25+)
18.9%
· MOE ±0.3
No Broadband Internet
10.7%
· MOE ±0.5
Share of households without a broadband internet subscription — a telehealth access barrier.

Housing

Housing Cost Burden
33.6%
· MOE ±0.6
Share of households paying more than 30% of income on housing.
Crowded Housing Units
8.8%
· MOE ±0.3
Single-Parent Households
8.0%
· MOE ±0.3

Demographics

Racial / Ethnic Minority Population
73.4%
· MOE ±0.2

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 11.4% TEETHLOST
CDC PLACES Any disability among adults 31.5% DISABILITY
CDC PLACES Arthritis among adults 21.5% ARTHRITIS
CDC PLACES Binge drinking among adults 15.7% BINGE
CDC PLACES Cancer (non-skin) or melanoma among adults 5.5% CANCER
CDC PLACES Cholesterol screening among adults 83.6% CHOLSCREEN
CDC PLACES Chronic obstructive pulmonary disease among adults 5.2% COPD
CDC PLACES Cognitive disability among adults 16.4% COGNITION
CDC PLACES Colorectal cancer screening among adults aged 45–75 years 50.9% COLON_SCREEN
CDC PLACES Coronary heart disease among adults 5.6% CHD
CDC PLACES Current asthma among adults 9.8% CASTHMA
CDC PLACES Current cigarette smoking among adults 12.3% CSMOKING
CDC PLACES Current lack of health insurance among adults aged 18-64 years 14.3% ACCESS2
CDC PLACES Depression among adults 19.6% DEPRESSION
CDC PLACES Diagnosed diabetes among adults 12.1% DIABETES
CDC PLACES Fair or poor self-rated health status among adults 25.6% GHLTH
CDC PLACES Food insecurity in the past 12 months among adults 23.1% FOODINSECU
CDC PLACES Frequent mental distress among adults 17.7% MHLTH
CDC PLACES Frequent physical distress among adults 14.4% PHLTH
CDC PLACES Hearing disability among adults 5.8% HEARING
CDC PLACES High blood pressure among adults 31.9% BPHIGH
CDC PLACES High cholesterol among adults who have ever been screened 34.0% HIGHCHOL
CDC PLACES Housing insecurity in the past 12 months among adults 18.9% HOUSINSECU
CDC PLACES Independent living disability among adults 9.0% INDEPLIVE
CDC PLACES Lack of reliable transportation in the past 12 months among adults 11.5% LACKTRPT
CDC PLACES Lack of social and emotional support among adults 30.4% EMOTIONSPT
CDC PLACES Loneliness among adults 38.2% LONELINESS
CDC PLACES Mammography use among women aged 50-74 years 73.9% MAMMOUSE
CDC PLACES Mobility disability among adults 14.2% MOBILITY
CDC PLACES No leisure-time physical activity among adults 26.4% LPA
CDC PLACES Obesity among adults 33.3% OBESITY
CDC PLACES Received food stamps in the past 12 months among adults 20.6% FOODSTAMP
CDC PLACES Self-care disability among adults 4.3% SELFCARE
CDC PLACES Short sleep duration among adults 37.8% SLEEP
CDC PLACES Stroke among adults 3.2% STROKE
CDC PLACES Taking medicine to control high blood pressure among adults with high blood pressure 52.3% BPMED
CDC PLACES Utility services shut-off threat in the past 12 months among adults 9.3% SHUTUTILITY
CDC PLACES Vision disability among adults 6.7% VISION
CDC PLACES Visited dentist or dental clinic in the past year among adults 55.5% DENTAL
CDC PLACES Visits to doctor for routine checkup within the past year among adults 69.4% CHECKUP
CDC SDOH Below 150% FPL (%) 24.3% POVERTY
CDC SDOH Crowded Housing (%) 8.8% CROWDING
CDC SDOH Housing Cost Burden (%) 33.6% HOUSING_BURDEN
CDC SDOH No Broadband (%) 10.7% NO_BROADBAND
CDC SDOH No High School Diploma (%) 18.9% NO_DIPLOMA
CDC SDOH Racial/Ethnic Minority (%) 73.4% MINORITY
CDC SDOH Single-Parent Households (%) 8.0% SINGLE_PARENT
CDC SDOH Unemployment (%) 7.5% UNEMPLOYMENT
Geographic Variation Acute Hospital Readmission Rate (%) 19.9% ACUTE_HOSP_READMSN_PCT
Geographic Variation Average Beneficiary Age 70.00 BENE_AVG_AGE
Geographic Variation Average HCC Risk Score 1.14 BENE_AVG_RISK_SCRE
Geographic Variation Black Beneficiaries (%) 8.7% BENE_RACE_BLACK_PCT
Geographic Variation Dual Eligible Beneficiaries (%) 38.1% BENE_DUAL_PCT
Geographic Variation ER Visits per 1,000 Beneficiaries 660.1 ER_VISITS_PER_1000_BENES
Geographic Variation Female Beneficiaries (%) 52.4% BENE_FEML_PCT
Geographic Variation FFS Beneficiary Count 78,141 BENES_FFS_CNT
Geographic Variation Hispanic Beneficiaries (%) 27.3% BENE_RACE_HSPNC_PCT
Geographic Variation Home Health Actual Per Capita Payment ($) $873 HH_MDCR_PYMT_PC
Geographic Variation Home Health Standardized Per Capita Payment ($) $754 HH_MDCR_STDZD_PYMT_PC
Geographic Variation Hospice Actual Per Capita Payment ($) $732 HOSPC_MDCR_PYMT_PC
Geographic Variation Hospice Standardized Per Capita Payment ($) $640 HOSPC_MDCR_STDZD_PYMT_PC
Geographic Variation Inpatient Actual Per Capita Payment ($) $4,936 IP_MDCR_PYMT_PC
Geographic Variation Inpatient Standardized Per Capita Payment ($) $3,143 IP_MDCR_STDZD_PYMT_PC
Geographic Variation Male Beneficiaries (%) 47.6% BENE_MALE_PCT
Geographic Variation Medicare Advantage Participation Rate (%) 72.9% MA_PRTCPTN_RATE
Geographic Variation Outpatient Actual Per Capita Payment ($) $2,086 OP_MDCR_PYMT_PC
Geographic Variation Outpatient Standardized Per Capita Payment ($) $1,841 OP_MDCR_STDZD_PYMT_PC
Geographic Variation SNF Actual Per Capita Payment ($) $1,639 SNF_MDCR_PYMT_PC
Geographic Variation SNF Standardized Per Capita Payment ($) $1,394 SNF_MDCR_STDZD_PYMT_PC
Geographic Variation Total Actual Per Capita Medicare Payment ($) $15,670 TOT_MDCR_PYMT_PC
Geographic Variation Total Beneficiary Count 341,101 BENES_TOTAL_CNT
Geographic Variation Total Standardized Per Capita Medicare Payment ($) $12,879 TOT_MDCR_STDZD_PYMT_PC
Geographic Variation White Beneficiaries (%) 52.0% 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 →