County

Harding, NM

FIPS: 35021 · 239 Medicare beneficiaries · Geographic Variation 2023

Overview

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

Total Medicare Spending per Capita
$10,715
Actual Spending per Capita
$11,106
includes local geographic adjustments
Average HCC Risk Score
0.80
1.00 = nationally average. Higher = sicker panel.
Average Age
75.0
MA Participation
20.6%
share enrolled in Medicare Advantage
Dual Eligible
12.7%
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
239
Fee-for-Service Beneficiaries
166
MA Participation Rate
20.6%
Average Age
75.0
Average HCC Risk Score
0.80
CMS Hierarchical Condition Category score. Higher means a sicker average beneficiary.
Dual Eligible (Medicare + Medicaid)
12.7%
Share of beneficiaries also enrolled in Medicaid — a marker of low income and complex need.

Demographic mix

Female
48.8%
Male
51.2%

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.

ER Visits per 1,000 Benes
409.6

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
47.5%
95% CI: 42.4% – 52.3%
Crude prevalence
Obesity among adults
36.5%
95% CI: 27.9% – 45.5%
Age-adjusted prevalence
High cholesterol among adults who have ever been screened
30.5%
95% CI: 26.0% – 35.0%
Age-adjusted prevalence
Depression among adults
24.3%
95% CI: 20.4% – 28.5%
Age-adjusted prevalence
Arthritis among adults
23.2%
95% CI: 20.1% – 26.4%
Age-adjusted prevalence
All teeth lost among adults aged >=65 years
18.4%
95% CI: 15.0% – 22.3%
Crude prevalence
Diagnosed diabetes among adults
12.4%
95% CI: 10.6% – 14.3%
Age-adjusted prevalence
Chronic obstructive pulmonary disease among adults
10.8%
95% CI: 8.7% – 13.0%
Crude prevalence
Current asthma among adults
9.4%
95% CI: 8.1% – 10.7%
Crude prevalence
Coronary heart disease among adults
6.6%
95% CI: 5.8% – 7.5%
Age-adjusted prevalence
Stroke among adults
6.4%
95% CI: 5.5% – 7.3%
Crude prevalence
Cancer (non-skin) or melanoma among adults
6.1%
95% CI: 5.4% – 6.8%
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
29.9%
95% CI: 25.3% – 34.7%
Crude prevalence
Frequent physical distress among adults
15.8%
95% CI: 13.4% – 18.1%
Age-adjusted prevalence
Frequent mental distress among adults
13.6%
95% CI: 11.7% – 15.5%
Crude prevalence

Prevention

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

Taking medicine to control high blood pressure among adults with high blood pressure
82.6%
95% CI: 79.4% – 85.4%
Crude prevalence
Cholesterol screening among adults
79.9%
95% CI: 76.8% – 82.7%
Age-adjusted prevalence
Visits to doctor for routine checkup within the past year among adults
76.0%
95% CI: 72.0% – 79.8%
Crude prevalence
Mammography use among women aged 50-74 years
64.2%
95% CI: 54.9% – 73.1%
Age-adjusted prevalence
Visited dentist or dental clinic in the past year among adults
61.1%
95% CI: 57.2% – 65.0%
Crude prevalence
Colorectal cancer screening among adults aged 45–75 years
52.8%
95% CI: 47.1% – 58.4%
Age-adjusted prevalence
Current lack of health insurance among adults aged 18-64 years
17.9%
95% CI: 14.3% – 22.4%
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.

No leisure-time physical activity among adults
32.2%
95% CI: 26.5% – 38.3%
Crude prevalence
Short sleep duration among adults
31.2%
95% CI: 24.7% – 38.4%
Crude prevalence
Binge drinking among adults
15.1%
95% CI: 12.1% – 18.4%
Age-adjusted prevalence
Current cigarette smoking among adults
14.3%
95% CI: 11.3% – 17.5%
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
35.2%
95% CI: 29.7% – 40.8%
Age-adjusted prevalence
Mobility disability among adults
15.2%
95% CI: 12.7% – 17.8%
Age-adjusted prevalence
Cognitive disability among adults
14.9%
95% CI: 12.6% – 17.4%
Crude prevalence
Hearing disability among adults
14.3%
95% CI: 12.5% – 16.2%
Crude prevalence
Independent living disability among adults
10.3%
95% CI: 8.6% – 11.9%
Age-adjusted prevalence
Vision disability among adults
7.7%
95% CI: 6.6% – 8.8%
Age-adjusted prevalence
Self-care disability among adults
5.1%
95% CI: 4.4% – 6.0%
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
34.6%
95% CI: 28.9% – 40.4%
Lack of social and emotional support among adults
24.8%
95% CI: 20.7% – 29.4%
Food insecurity in the past 12 months among adults
20.0%
95% CI: 16.4% – 24.0%
Received food stamps in the past 12 months among adults
18.2%
95% CI: 14.6% – 22.1%
Housing insecurity in the past 12 months among adults
13.5%
95% CI: 11.2% – 16.1%
Utility services shut-off threat in the past 12 months among adults
9.9%
95% CI: 8.3% – 11.6%
Lack of reliable transportation in the past 12 months among adults
9.7%
95% CI: 8.2% – 11.4%

Economic Stability

Below 150% Federal Poverty Level
34.9%
· MOE ±13.2
Share of county residents living below 150% of the federal poverty threshold.
Unemployment Rate
9.5%
· MOE ±10.0

Education & Connectivity

No High School Diploma (adults 25+)
13.4%
· MOE ±6.0
No Broadband Internet
48.5%
· MOE ±6.3
Share of households without a broadband internet subscription — a telehealth access barrier.

Housing

Housing Cost Burden
12.4%
· MOE ±7.7
Share of households paying more than 30% of income on housing.
Crowded Housing Units
3.5%
· MOE ±4.3
Single-Parent Households
1.0%
· MOE ±6.6

Demographics

Racial / Ethnic Minority Population
55.5%
· MOE ±15.4

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 18.4% — TEETHLOST
CDC PLACES Any disability among adults 35.2% — DISABILITY
CDC PLACES Arthritis among adults 23.2% — ARTHRITIS
CDC PLACES Binge drinking among adults 15.1% — BINGE
CDC PLACES Cancer (non-skin) or melanoma among adults 6.1% — CANCER
CDC PLACES Cholesterol screening among adults 79.9% — CHOLSCREEN
CDC PLACES Chronic obstructive pulmonary disease among adults 10.8% — COPD
CDC PLACES Cognitive disability among adults 14.9% — COGNITION
CDC PLACES Colorectal cancer screening among adults aged 45–75 years 52.8% — COLON_SCREEN
CDC PLACES Coronary heart disease among adults 6.6% — CHD
CDC PLACES Current asthma among adults 9.4% — CASTHMA
CDC PLACES Current cigarette smoking among adults 14.3% — CSMOKING
CDC PLACES Current lack of health insurance among adults aged 18-64 years 17.9% — ACCESS2
CDC PLACES Depression among adults 24.3% — DEPRESSION
CDC PLACES Diagnosed diabetes among adults 12.4% — DIABETES
CDC PLACES Fair or poor self-rated health status among adults 29.9% — GHLTH
CDC PLACES Food insecurity in the past 12 months among adults 20.0% — FOODINSECU
CDC PLACES Frequent mental distress among adults 13.6% — MHLTH
CDC PLACES Frequent physical distress among adults 15.8% — PHLTH
CDC PLACES Hearing disability among adults 14.3% — HEARING
CDC PLACES High blood pressure among adults 47.5% — BPHIGH
CDC PLACES High cholesterol among adults who have ever been screened 30.5% — HIGHCHOL
CDC PLACES Housing insecurity in the past 12 months among adults 13.5% — HOUSINSECU
CDC PLACES Independent living disability among adults 10.3% — INDEPLIVE
CDC PLACES Lack of reliable transportation in the past 12 months among adults 9.7% — LACKTRPT
CDC PLACES Lack of social and emotional support among adults 24.8% — EMOTIONSPT
CDC PLACES Loneliness among adults 34.6% — LONELINESS
CDC PLACES Mammography use among women aged 50-74 years 64.2% — MAMMOUSE
CDC PLACES Mobility disability among adults 15.2% — MOBILITY
CDC PLACES No leisure-time physical activity among adults 32.2% — LPA
CDC PLACES Obesity among adults 36.5% — OBESITY
CDC PLACES Received food stamps in the past 12 months among adults 18.2% — FOODSTAMP
CDC PLACES Self-care disability among adults 5.1% — SELFCARE
CDC PLACES Short sleep duration among adults 31.2% — SLEEP
CDC PLACES Stroke among adults 6.4% — 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 9.9% — SHUTUTILITY
CDC PLACES Vision disability among adults 7.7% — VISION
CDC PLACES Visited dentist or dental clinic in the past year among adults 61.1% — DENTAL
CDC PLACES Visits to doctor for routine checkup within the past year among adults 76.0% — CHECKUP
CDC SDOH Below 150% FPL (%) 34.9% — POVERTY
CDC SDOH Crowded Housing (%) 3.5% — CROWDING
CDC SDOH Housing Cost Burden (%) 12.4% — HOUSING_BURDEN
CDC SDOH No Broadband (%) 48.5% — NO_BROADBAND
CDC SDOH No High School Diploma (%) 13.4% — NO_DIPLOMA
CDC SDOH Racial/Ethnic Minority (%) 55.5% — MINORITY
CDC SDOH Single-Parent Households (%) 1.0% — SINGLE_PARENT
CDC SDOH Unemployment (%) 9.5% — UNEMPLOYMENT
Geographic Variation Average Beneficiary Age 75.00 — BENE_AVG_AGE
Geographic Variation Average HCC Risk Score 0.80 — BENE_AVG_RISK_SCRE
Geographic Variation Dual Eligible Beneficiaries (%) 12.7% — BENE_DUAL_PCT
Geographic Variation ER Visits per 1,000 Beneficiaries 409.6 — ER_VISITS_PER_1000_BENES
Geographic Variation Female Beneficiaries (%) 48.8% — BENE_FEML_PCT
Geographic Variation FFS Beneficiary Count 166 — BENES_FFS_CNT
Geographic Variation Inpatient Actual Per Capita Payment ($) $2,494 — IP_MDCR_PYMT_PC
Geographic Variation Inpatient Standardized Per Capita Payment ($) $2,139 — IP_MDCR_STDZD_PYMT_PC
Geographic Variation Male Beneficiaries (%) 51.2% — BENE_MALE_PCT
Geographic Variation Medicare Advantage Participation Rate (%) 20.6% — MA_PRTCPTN_RATE
Geographic Variation Outpatient Actual Per Capita Payment ($) $2,876 — OP_MDCR_PYMT_PC
Geographic Variation Outpatient Standardized Per Capita Payment ($) $2,657 — OP_MDCR_STDZD_PYMT_PC
Geographic Variation Total Actual Per Capita Medicare Payment ($) $11,106 — TOT_MDCR_PYMT_PC
Geographic Variation Total Beneficiary Count 239 — BENES_TOTAL_CNT
Geographic Variation Total Standardized Per Capita Medicare Payment ($) $10,715 — 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 →