ArticleJAMA network open2024
Self-Reported Social Determinants of Health and Area-Level Social Vulnerability.
Article in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
What it found
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Who cites it
24 citing papers in PubMed.
- Social Needs Screening and Subsequent Acute Care Utilization in a Large Safety-Net Health System: A Retrospective Cohort Study.Journal of general internal medicine · 2026Article
- Risk stacking in peripheral artery disease (PAD): Integrating genetics, cardiometabolic disease and social determinants of health to explain worsening PAD outcomes.International journal of cardiology. Cardiovascular risk and prevention · 2026Article
- Epidemiology of Health-Related Social Needs Screening and Positivity in a Multistate Health System.JAMA network open · 2026Article
- Improvements in substance use and social determinants of health associated with hepatitis C treatment initiation and sustained virologic response in opioid treatment programs.Addictive behaviors reports · 2026Article
- Extracting Social Determinants of Health From Electronic Health Records: Development and Comparison of Rule-Based and Large Language Model Methods.JMIR medical informatics · 2026Article
- Social Vulnerability Index and Its Association With Postpartum Care Attendance.Obstetrics and gynecology · 2026Article
- Clinical Outcomes of Patients Within the Rheumatoid Arthritis Care Pathway Cohort at a Tertiary Care Integrated Delivery Network: A Comparison to Usual Care.Arthritis care & research · 2026Article
- Access to Healthcare, Ease of Receiving Prescription Drugs, and Patient-Physician Communication Measure by Social Vulnerability Among Medicare Beneficiaries.Journal of general internal medicine · 2026Article
- Design and early evaluation of a social care network's impact on health care costs.Health affairs scholar · 2026Article
- Association of Unmet Healthcare Needs With Depressive Symptoms and COVID-19 Pandemic-Related Factors Among Adults, 2009-2022: A Nationwide Study in Korea.Journal of Korean medical science · 2025Article
- Performance of 2-stage health-related social needs screening using area-level measures.The American journal of managed care · 2025Article
- Examining the Relationship Between Hospital Community Benefits and Community Social Vulnerability.Journal of general internal medicine · 2025Article
- Extracting social determinants of health from electronic health records: development and comparison of rule-based and large language models-based methods.medRxiv : the preprint server for health sciences · 2025Article
- Association between census-tract Social Vulnerability Index and preterm birth rates.Pregnancy (Hoboken, N.J.) · 2025Article
- Mapping social determinants of cognitive health in Canada: a scoping review.Health promotion and chronic disease prevention in Canada : research, policy and practice · 2025Article
- Observational
- Metabolic Syndrome in Older Adults: Through the Lens of Institute for Healthcare Improvement's (IHI) 4Ms Framework and Social Determinants of Health.Life (Basel, Switzerland) · 2025Review
- Social determinants of health extraction from clinical notes across institutions using large language models.NPJ digital medicine · 2025Article
- Social Vulnerability and Biological Aging in New York City: An Electronic Health Records-Based Study.Journal of urban health : bulletin of the New York Academy of Medicine · 2025Article
- Social Determinants of Health in the Development of Cardiovascular-kidney-metabolic Syndrome.Reviews in cardiovascular medicine · 2025Review
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Many health care systems are investing resources in identifying social determinants of health (SDoH) needs and facilitating interventions among the populations they serve. Because self-reported SDoH information is lacking, area-level measures are often used to estimate needs and direct resources. Objective: To describe the large-scale deployment of SDoH assessments by a health system and determine the extent to which self-reported SDoH needs identified therein are associated with census tract-level social vulnerability measured using the Social Vulnerability Index (SVI). Design, Setting, and Participants: This cross-sectional study assessed SDoH needs between January 1, 2020, and April 30, 2023, in both payer and clinical care settings. Modalities included telephonic outreach, face-to-face clinical interactions, self-entry into a tablet or kiosk, and web-based survey tools. Participants included individuals who responded to the assessment and had sufficient information for census tract identification. Respondents included both Highmark Health Plan members and nonmembers. Health plan members responded to the assessment through health plan programs or platforms, and both members and nonmembers responded to assessments during inpatient or outpatient encounters with the affiliated health system. Main Outcomes and Measures: Overall and domain-specific SDoH needs self-reported through assessments, and severity and complexity of needs identified. Residential social vulnerability measures included overall SVI and the 4 conceptual themes comprising overall SVI. Results: In total, 841 874 assessments were recorded for 401 697 individuals (55.1% women; median [IQR] age, 55 [41-70] years). Social determinants of health needs were identified in 120 769 assessments (14.3%). Across all SDoH domains, increasing SVI was associated with a higher positivity rate (eg, 11.2% of those residing in the lowest-risk SVI quintile reported a need compared with 22.7% among those residing in the highest-risk quintile). Associations varied by SDoH domain and SVI theme. After adjusting for demographic and screening characteristics, odds of positive screening among those residing in the highest-risk SVI quintile were 1.74 (95% CI, 1.62-1.86) to 3.73 (95% CI, 3.48-4.00) times the odds among those residing in lowest risk quintile. Conclusions and Relevance: In this cross-sectional study, the overall level of SDoH needs generally corresponded to area-level vulnerability. Some SDoH domains appeared far more sensitive to community characteristics than others. Notably, even among individuals from the highest-risk areas, the positive screening rate was roughly 1 in 4. These findings underscore the importance of individual-level SDoH data for service provision planning and health services research.
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