Related Experiment Video
Updated: Aug 13, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Health-Related Social Needs and Health Care Access and Use by Payer Type
Vivian Hsing-Chun Wang1, Donglan Zhang1,2, Diana Silver3
1Department of Foundations of Medicine, Division of Health Services Research, Center for Population and Health Services Research, NYU Grossman Long Island School of Medicine, Mineola, NY.
Health-related social needs (HRSNs) like food insecurity and housing instability significantly impact healthcare access and use. Strategies addressing these needs should be tailored to specific insurance types for better health outcomes.
Area of Science:
- Health Services Research
- Social Determinants of Health
- Health Equity
Background:
- Payers and health systems are increasingly focused on addressing health-related social needs (HRSNs) to reduce healthcare utilization and align with value-based care.
- Limited evidence exists on actionable strategies for managing social needs across diverse populations.
Purpose of the Study:
- To investigate the relationship between HRSNs and healthcare access and utilization among adults with Medicare, Medicaid, and private insurance.
- To understand how food insecurity and housing instability affect healthcare access and use based on insurance type.
Main Methods:
- Utilized survey data from the All of Us Research Program (2017-2023; n=126,490) with logistic regression analysis.
- Examined associations between food insecurity and housing instability with having a usual source of care, healthcare provider visits, and forgone care due to cost.
- Stratified analyses by payer type (Medicare, Medicaid, private insurance).
Main Results:
- Prevalence of HRSNs varied significantly by insurance type; food insecurity affected 49.20% of Medicaid beneficiaries (18-64) and housing instability affected 54.61%.
- Food insecurity was linked to lower odds of having a usual source of care (Medicaid, private insurance) and higher odds of forgone care (all payers).
- Housing instability was associated with lower odds of having a usual source of care and higher odds of forgone care across all payer groups.
Conclusions:
- Health-related social needs, specifically food insecurity and housing instability, demonstrate substantial variation by insurance payer.
- These social needs influence healthcare access and utilization differently depending on the payer type.
- Findings can guide the development of payer-specific health management strategies that integrate HRSN interventions.
Related Concept Videos
Standards of Care II
Introduction To Health Care Delivery System
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Specialized Care Centers and Settings-II
Rural health centers are specialized care facilities in remote locations with very few medical personnel. The primary care providers who run the centers are mostly Registered Nurse Practitioners. Here, emergency treatment is provided to critically ill or injured patients before they are transferred to the closest hospital. Fortunately, due to advancement in technology, many rural healthcare facilities and professionals have easy access to diagnostic and treatment...
Methods Of Healthcare Delivery System
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is limited...
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include: