Bard College, NY
Essential services and care capacity that support long-term stability. Use this page to understand how this risk factor contributes to the overall score in Bard College and how it compares with peer cities.
Review the measures, data sources, and narrative summary to see what drives the LifeRiskIQ Risk Score for this risk factor.
Risk factor score
20.0
Relative risk factor scoreRisk factor scores compare Bard College against peer cities and statewide baselines. Higher scores indicate higher relative risk in this risk factor.
What we measure
Sources
Direct answers
Bard College, NY shows lower relative pressure for Access and infrastructure, with a score of 20.0 out of 100. Higher values mean higher relative risk for this specific risk area.
Broadband access: 92.6% (County Health Rankings, 2025; county basis); Primary care shortage score: 6.0 (HRSA HPSA primary care, 2026; county basis); Population per mental health provider: 287 (County Health Rankings, 2025; county basis)
Access and infrastructure is the #3 highest scored risk area out of 5 scored areas for Bard College, NY. Use this as a relative signal, not as advice or a personal forecast.
Uninsured rate (County Health Rankings); Primary care physician ratio (CHR); Mental health provider ratio (CHR)
Source snapshot
Active source years and geography bases represented in this Bard College risk factor.
County Health Rankings
Access and infrastructure
HRSA HPSA primary care
Access and infrastructure
Factor context
In Bard College, this is the #3 highest risk factor out of 5 scored factors.
Versus average factor
-8.7 points
Versus overall score
-8.7 points
Narrative summary
The Access and infrastructure score for Bard College, NY is 20.0. This indicates lower relative risk compared with other cities.
This risk factor aggregates uninsured rates, provider ratios, preventable hospital stays, broadband access, and HRSA primary care shortage scores. Higher scores indicate weaker access to essential services.
Use this risk factor with longevity scores to understand how care capacity and infrastructure support long-term health outcomes.
Other risk factors
Longevity and health outcomes
Life expectancy and chronic disease prevalence that shape long-term health outcomes.
Financial stability
Income resilience and cost pressure indicators tied to long-term financial stability.
Environmental and disaster exposure
Hazard exposure and air quality pressure that influence long-term stability.
Mobility and accident risk
Transportation safety and exposure signals tied to sudden life disruption.
RiskIQ network
These links focus on the most relevant connected risk topics for this location.
Educational next steps
Informational only. No forms, no lead capture, and no medical, financial, or actuarial advice.
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