ArticleHealth services research2023
The adoption of social determinants of health documentation in clinical settings.
Article in Health services research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
49 citing papers in PubMed.
- Social Determinants of Health Coding Among Hospital Visits Made by Adults With Cancer.JCO oncology practice · 2026Article
- Association of Socioeconomic Risk Factors of Food Insecurity With Post-abdominal Surgery Complications in the USA.Cureus · 2026Article
- Article
- Social Determinants of Health and Outcomes in Transthyretin Amyloid Cardiomyopathy.The American journal of cardiology · 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
- Use of Social Determinants of Health Z-Codes in Hand Trauma Patients.Hand (New York, N.Y.) · 2026Article
- Potential for Bias in Social Needs Data Collection and Screening Activities in Health Care Settings.JAMA health forum · 2026Article
- Social determinants of health diagnosis codes in in-person and telehealth visits during pregnancy in the United States, 2020-2025: a repeated cross-sectional and case-control study.BMC pregnancy and childbirth · 2026Article
- Impact of social determinants on opioid use disorder treatment engagement after release from jail: a case note content analysis.Addiction science & clinical practice · 2026Article
- Identifying and supporting trafficked individuals: provider and community organization perspectives on existing sociotechnical approaches.Journal of the American Medical Informatics Association : JAMIA · 2026Article
- Examining the Intersection between Drivers of Disparities: Social Determinants and Stress Reactivity in African American Breast Cancer Survivors.Cancer research communications · 2026Article
- Article
- Preparing Future Physicians to Address the Social Needs of Patients in Their Daily Clinical Practice: An Interactive Workshop.MedEdPORTAL : the journal of teaching and learning resources · 2026Article
- Identifying salient behavioral health access and social determinant of health factors among a Latino population with uncontrolled diabetes living on the U.S.-Mexico border.Frontiers in public health · 2026Article
- Social Determinants of Health ICD-10 Code Use by a Large Integrated Healthcare System.Healthcare (Basel, Switzerland) · 2025Article
- Integration of Screening and Referral Tools for Social Determinants of Health and Modifiable Lifestyle Factors in the Epic Electronic Health Record System: Scoping Review.Journal of medical Internet research · 2025Article
- Physician explanation of Z-coded homelessness in medicaid claims.Health services & outcomes research methodology · 2025Article
- Documentation of individual-level social determinants of health among adults diagnosed with cancer in the United States.Scientific reports · 2025Article
- Use of Z-codes related to social determinants of health among adult inpatients in France: a nationwide study from 2014 to 2022.BMC public health · 2025Observational
- "The start of something that I hope could be greater": Health information technology tools for social care.SSM. Qualitative research in health · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
objectiveTo understand the frequency of social determinants of health (SDOH) diagnosis codes (Z-codes) within the electronic health record (EHR) for patients with prediabetes and diabetes and examine factors influencing the adoption of SDOH documentation in clinical care. DATA SOURCES: EHR data and qualitative interviews with health care providers and stakeholders. STUDY
designAn explanatory sequential mixed methods design first examined the use of Z-codes within the EHR and qualitatively examined barriers to documenting SDOH. Data were integrated and interpreted using a joint display. This research was informed by the Framework for Dissemination and Utilization of Research for Health Care Policy and Practice. DATA COLLECTION/EXTRACTION
methodsWe queried EHR data for patients with a hemoglobin A1c > 5.7 between October 1, 2015 and September 1, 2020 (n = 118,215) to examine the use of Z-codes and demographics and outcomes for patients with and without social needs. Semi-structured interviews were conducted with 23 participants (n = 15 health care providers; n = 7 billing and compliance stakeholders). The interview questions sought to understand how factors at the innovation-, individual-, organizational-, and environmental-level influence SDOH documentation. We used thematic analysis to analyze interview data. PRINCIPAL
findingsPatients with social needs were disproportionately older, female, Black, uninsured, living in low-income and high unemployment neighborhoods, and had a higher number of hospitalizations, obesity, prediabetes, and type 2 diabetes than those without a Z-code. Z-codes were not frequently used in the EHR (<1% of patients), and there was an overall lack of congruence between quantitative and qualitative results related to the prevalence of social needs. Providers faced barriers at multiple levels (e.g., individual-level: discomfort discussing social needs; organizational-level: limited time, competing priorities) for documenting SDOH and identified strategies to improve documentation.
conclusionsProviders recognized the impact of SDOH on patient health and had positive perceptions of screening for and documenting social needs. Implementation strategies are needed to improve systematic documentation.
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