Integrating Social Determinants of Health Into Clinical Care
- Slides: 41
Integrating Social Determinants of Health Into Clinical Care Data, Research and Care Delivery Andrew Bazemore, MD, MPH Director, Robert Graham Center Visit with University of Utah March 2016
In an average month: 1000 people 800 have symptoms 327 consider seeking medical care 217 physician’s office 113 primary care 65 CAM provider 21 hospital clinic 14 home health 13 emergency 8 hospital New Ecology of Medical Care – 2000, NEJM <1 academic health center hospital
Our future must be team-based, and integrated with Public, Community and Behavioral Health • http: //www. annfammed. org/content/10/3/250. full
Large Implications for the effective Care of Complex Chronic Disease, which already principally occurs in PC
RGC has a longstanding interest in contextualizing health using GIS. . . And in linking clinical and population health data Street Addresses Streets/Rivers/Land Features Hospital/Medical Center/ Clinics Zip Codes/Counties Spatial Analysis – (i. e. travel times) Service Demand/Provider Density
…in effective data visualization…
Or combining multisource geospatial data to create an index of Social Deprivation and allow the better targeting of resources
Or in informing effective resource allocation to support the U. S. Primary Care‘Safety Net’
What % of Low-Income population remains unserved?
… or visualizing social accountability in Medical Education www. Med. School. Mapper. org
Or in helping Australia Understand its Primary Health Care Reform & the Quantum Shift to Population Based Health Care
Practice level Medicaid Data + Costs + Dz Prevalence + SDH
Can geographicallydirected prevention change outcomes?
…in support of local primary care development & advocacy Why should we support you? So many of your patients come from outside of DC” (DC City Council) Unity Service Area (2007) N= 77, 400 (Service Area Threshold 70%)
“Why have 2 sites in the same neighborhood? ” (Washington DC City Council) Hunt Place HC Service Area (2006) East of the River HC Service Area (2006)
…in their use for improvement of community health
and in the provision of Primary Health Care in a Community Context (Community Oriented Primary Care) Drs. Sidney and Emily Kark early 1940 s Developed COPC into a model of community engagement for improving health South Africa, Australia, Israel…. the US
Other Pioneers • Farley and Froom • Curtis Hames • Weed and Schultz
Contemporary Context
IOM Report: Social Determinants
Using Secondary Data instead of Patient Report?
Making sense of a tsunami of data
Opportunities in an age of Big Data & Geographic Information Systems Street Addresses Streets/Rivers/Land Features Hospital/Medical Center/ Clinics Zip Codes/Counties Spatial Analysis – (i. e. travel times) Service Demand/Provider Density
Our Approach
Our Approach
Community-level SDH domain Built Environment Example Indicators Data Source Environmental Exposures Percent of population potentially exposed Environmental Public Health Tracking Network, Environmental to water exceeding Protection Agency a violation limit during the past year Safe Drinking Water Information System, Environmental Protection Agency Overall percentile Agency for Toxic Substances and Disease Registry (ATSDR) ranking for the Centers for Disease American Community Survey Control Social Vulnerability Index -Neighborhood Stabilization Program, US Department of Housing & Urban Development Count and percent American Community Survey by race Neighborhood Economic Conditions Neighborhood Race/Ethnic Composition Population density American Community Survey U. S. Census Bureau, County Business Patterns U. S. Census Bureau, ZIP Code Business Patterns American Community Survey
Community-level SDH domain Neighborhood Resources Neighborhood Socioeconomic Composition Social Deprivation Index Example Indicators Data Source Urban Classification -Environmental Public Health Tracking Network, Environmental Code Protection Agency -Centers for Disease Control and Prevention -U. S. Census Bureau, County Business Patterns -U. S. Census Bureau, ZIP Code Business Patterns -U. S. Census Bureau; USDA Food Access Research Atlas -USDA Food Atlas -USDA, ERS Median household American Community Survey income A composite measure of social deprivation
Social Depreivation
SDH Library Geocoding API PRAPARE TOOL Analytic Tools Patient Reported SDH ACHIEVER Proposal (RGC/OCHIN) Community SDH Clinical Outcomes CLINCH-IT Outreach Point of Care Referrals/Clinic al Action Population Health Assessment Clinical Payment Policies/Risk Adjustment
What is next? • Working with OCHIN EHR vendors to embed this into one or more EHR interfaces • Using PCORnet to study SDH as a modifier • Grantwriting/studies to better understand use of integrated data
Summary • Social determinants of health significantly impact morbidity and mortality; however, physicians lack ready access to this information • “Community vital signs” can provide an aggregated overview of the social and environmental factors impacting patient health – To inform clinical recommendations for individual patients, – To facilitate referrals to community services, – To expand understanding of factors impacting treatment adherence and health outcomes. – To help care teams target disease prevention initiatives and other health improvement efforts for clinic panels and populations.
Summary • Advances in big data, geospatial technologies, and democratization of data make integrating Community VS into practice data, enterprise research data, and practicelevel decisionmaking • The science guiding the use of SDH in practice and patient-level decisionmaking is scarce. – We must build the tools and the science simultaneously
Who We Are: A Family of. Questions? Primary Care Scholars • 115 Larry A. Green Visiting Scholars • 12 Robert L. Phillips Policy Fellows – Dr. Laura Makaroff, now a Medical Officer for HRSA Bureau of Primary Care
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- What are the 6 main social determinants of health?
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