Research graph
References from Comparing the performance of screening surveys versus predictive models in identifying patients in need of health-related social need services in the emergency department. Local targets link to admitted publications; unresolved targets remain external evidence.
Prevalence of social risk factors and social needs in a Medicaid Accountable Care Organization (ACO)
10.1186/s12913-022-08721-9 · 2022 · External reference
More than just giving them a piece of paper”: Interviews with Primary Care on Social Needs Referrals to Community-Based Organizations
10.1007/s11606-022-07531-3 · 2022 · External reference
Effectiveness of Social Needs Screening and Interventions in Clinical Settings on Utilization, Cost, and Clinical Outcomes: A Systematic Review
10.1089/heq.2022.0010 · 2022 · External reference
A Practical Approach to Screening for Social Determinants of Health
2018 · External reference
Addressing Social Determinants of Health Within Healthcare Delivery Systems: a Framework to Ground and Inform Health Outcomes
10.1007/s11606-020-05720-6 · 2020 · External reference
Screening Health-Related Social Needs in Hospitals: A Systematic Review of Health Care Professional and Patient Perspectives
10.1089/pop.2022.0279 · 2023 · External reference
Association of Patient and System-Level Factors With Social Determinants of Health Screening
10.1097/mlr.0000000000001754 · 2022 · External reference
A Hospital-Based Program to Screen for and Address Health-Related Social Needs for Patients Admitted with COVID-19
10.1007/s11606-022-07550-0 · 2022 · External reference
Implementing an EMR-based Health-related Social Needs Screen in a Pediatric Hospital System
10.1097/pq9.0000000000000512 · 2022 · External reference
Implementing a Social Determinants Screening and Referral Infrastructure During Routine Emergency Department Visits, Utah, 2017–2018
10.5888/pcd17.190339 · 2020 · External reference
The Direct Clinic-Level Cost of the Implementation and Use of a Protocol to Assess and Address Social Needs in Diverse Community Health Center Primary Care Clinical Settings
10.1353/hpu.2021.0171 · 2021 · External reference
An Integrative Review of Social Determinants of Health Screenings used in Primary Care Settings
10.1353/hpu.2020.0048 · 2020 · External reference
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Psychometric and Pragmatic Properties of Social Risk Screening Tools: A Systematic Review
10.1016/j.amepre.2019.07.012 · 2019 · External reference
Accuracy of Electronic Health Record Food Insecurity, Housing Instability, and Financial Strain Screening in Adult Primary Care
10.1001/jama.2022.23631 · 2023 · External reference
Avoiding the Unintended Consequences of Screening for Social Determinants of Health
10.1001/jama.2016.9282 · 2016 · External reference
Community vital signs”: incorporating geocoded social determinants into electronic records to promote patient and population health
10.1093/jamia/ocv088 · 2016 · External reference
FACETS: using open data to measure community social determinants of health
10.1093/jamia/ocx117 · 2017 · External reference
Assessing the Availability of Data on Social and Behavioral Determinants in Structured and Unstructured Electronic Health Records: A Retrospective Analysis of a Multilevel Health Care System
10.2196/13802 · 2019 · External reference
Predicting health-related social needs in Medicaid and Medicare populations using machine learning
10.1038/s41598-022-08344-4 · 2022 · External reference
Impact of Risk Stratification on Referrals and Uptake of Wraparound Services That Address Social Determinants: A Stepped Wedged Trial
10.1016/j.amepre.2018.11.009 · 2019 · External reference
Social Emergency Medicine: Embracing the Dual Role of the Emergency Department in Acute Care and Population Health
10.1016/j.annemergmed.2016.01.005 · 2016 · External reference
Reasons for Frequent Emergency Department Use by Medicaid Enrollees: A Qualitative Study
10.1111/acem.12952 · 2016 · External reference
Social Determinants of Health: A Missing Link in Emergency Medicine Training
10.1002/aet2.10056 · 2018 · External reference
Racial/Ethnic Differences in Emergency Department Utilization and Experience
10.1007/s11606-021-06738-0 · 2022 · External reference
Addressing Bias in Artificial Intelligence in Health Care
10.1001/jama.2019.18058 · 2019 · External reference
10.17226/25467
10.17226/25467 · External reference
A Framework for Evaluating Social Determinants of Health Screening and Referrals for Assistance
10.1177/21501327211052204 · 2021 · External reference
A descriptive study of screening and navigation on health-related social needs in a safety-net hospital emergency department
10.1016/j.ajem.2023.09.007 · 2023 · External reference
A health-related social needs referral program for Medicaid beneficiaries treated in an emergency department
10.1016/j.ajem.2021.03.069 · 2021 · External reference
Race and Financial Strain are Independent Correlates of Sleep in Midlife Women: The SWAN Sleep Study
2009 · External reference
Indirect effect of financial strain on daily cortisol output through daily negative to positive affect index in the Coronary Artery Risk Development in Young Adults Study
10.1016/j.psyneuen.2013.07.016 · 2013 · External reference
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Development and validity of a 2-item screen to identify families at risk for food insecurity
10.1542/peds.2009-3146 · 2010 · External reference
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Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics support
10.1016/j.jbi.2008.08.010 · 2009 · External reference
The REDCap consortium: Building an international community of software platform partners
10.1016/j.jbi.2019.103208 · 2019 · External reference
Natural language processing-driven state machines to extract social factors from unstructured clinical documentation
10.1093/jamiaopen/ooad024 · 2023 · External reference
Generalizability and portability of natural language processing system to extract individual social risk factors
10.1016/j.ijmedinf.2023.105115 · 2023 · External reference
The Indiana Network For Patient Care: A Working Local Health Information Infrastructure
10.1377/hlthaff.24.5.1214 · 2005 · External reference
Making Neighborhood-Disadvantage Metrics Accessible ‐ The Neighborhood Atlas
10.1056/nejmp1802313 · 2018 · External reference
Using structured and unstructured data to identify patients’ need for services that address the social determinants of health
10.1016/j.ijmedinf.2017.09.008 · 2017 · External reference
Assessing the capacity of social determinants of health data to augment predictive models identifying patients in need of wraparound social services
10.1093/jamia/ocx130 · 2018 · External reference
Precision Health–Enabled Machine Learning to Identify Need for Wraparound Social Services Using Patient- and Population-Level Data Sets: Algorithm Development and Validation
10.2196/16129 · 2020 · External reference
Assessment of structured data elements for social risk factors
10.37765/ajmc.2022.88816 · 2022 · External reference
Unresolved reference
2016 · External reference
A Unified Approach to Interpreting Model Predictions
2017 · External reference
A Review of Tools to Screen for Social Determinants of Health in the United States: A Practice Brief
10.1089/pop.2019.0158 · 2020 · External reference
Hidden in Plain Sight—Reconsidering the Use of Race Correction in Clinical Algorithms
10.1056/nejmms2004740 · 2020 · External reference
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Interpreting area under the receiver operating characteristic curve
10.1016/s2589-7500(22)00188-1 · 2022 · External reference
Collection of social determinants of health in the community clinic setting: a cross-sectional study
10.1186/s12889-018-5453-2 · 2018 · External reference
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Poverty and Gender: Determinants of Female- and Male-Headed Households with Children in Poverty in the USA, 2019
10.3390/su15097602 · 2023 · External reference
Including Social and Behavioral Determinants in Predictive Models: Trends, Challenges, and Opportunities
2020 · External reference
Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data
10.1001/jamainternmed.2018.3763 · 2018 · External reference
A Survey on Bias and Fairness in Machine Learning
10.1145/3457607 · 2022 · External reference
Unresolved reference
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Trends in Differences in Health Status and Health Care Access and Affordability by Race and Ethnicity in the United States, 1999–2018
10.1001/jama.2021.9907 · 2021 · External reference
Statistics Notes: Diagnostic tests 1: sensitivity and specificity
10.1136/bmj.308.6943.1552 · 1994 · External reference
Health-related social needs information in the emergency department: clinician and patient perspectives on availability and use
10.1186/s12873-024-00959-2 · 2024 · External reference
Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review
10.2196/36388 · 2022 · External reference
Assessing the effects of data drift on the performance of machine learning models used in clinical sepsis prediction
10.1016/j.ijmedinf.2022.104930 · 2023 · External reference
Improving Social Needs Intervention Research: Key Questions for Advancing the Field
10.1016/j.amepre.2019.07.018 · 2019 · External reference
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Meanings and Misunderstandings: A Social Determinants of Health Lexicon for Health Care Systems
10.1111/1468-0009.12390 · 2019 · External reference
