ArticleJournal of the American Medical Informatics Association : JAMIA2024
User guide for Social Determinants of Health Survey data in the All of Us Research Program.
Article in Journal of the American Medical Informatics Association : JAMIA, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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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
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
11 citing papers in PubMed.
- Associations Between Social Determinants of Health and Treatment of Exudative Age-Related Macular Degeneration: A Retrospective Cohort Analysis.Ophthalmic epidemiology · 2026Article
- Integrating social determinants of health and genetic risk in disease risk models.American journal of human genetics · 2026Article
- A Multi-Institutional and Nationwide Analysis of the Social Determinants of Persistent Pain After Surgery.Anesthesia and analgesia · 2026Observational
- Bidirectional data harmonization across the multiple chronic disease disparities research consortium: A pipeline description of opportunities and challenges.Journal of biomedical informatics · 2026Article
- Perceived Neighborhood Environment and Objectively Assessed, Habitual Physical Activity Among US Adults: An All of Us Research Program Study.Journal of physical activity & health · 2026Article
- Evaluating Intra-household Agreement on Multi-domain Family-Level Social Determinants of Health and Exploring Individual Correlates of Agreement in Two Southern California Family Studies.Prevention science : the official journal of the Society for Prevention Research · 2026Article
- Nationwide assessment of community pharmacists' practices and atorvastatin-drug interactions in Egypt.Scientific reports · 2026Article
- Mental well-being among Syrian refugee workers in Lebanon: a multidimensional approach.Journal of global health · 2026Article
- Integrative Multimodal Subtyping, Risk of Incident Mild Cognitive Impairment, and Differential Cardiometabolic Treatment Effects: A Prospective Cohort Study in the All of Us Research Program.medRxiv : the preprint server for health sciences · 2026Article
- Machine learning approaches to racial/ethnic differences in social determinants of mild cognitive impairment and its progression to dementia in the All of Us Research Program.The journals of gerontology. Series B, Psychological sciences and social sciences · 2025Article
- Returning value to communities from the All of Us Research Program through innovative approaches for data use, analysis, dissemination, and research capacity building.Journal of the American Medical Informatics Association : JAMIA · 2024Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
objectivesIntegration of social determinants of health into health outcomes research will allow researchers to study health inequities. The All of Us Research Program has the potential to be a rich source of social determinants of health data. However, user-friendly recommendations for scoring and interpreting the All of Us Social Determinants of Health Survey are needed to return value to communities through advancing researcher competencies in use of the All of Us Research Hub Researcher Workbench. We created a user guide aimed at providing researchers with an overview of the Social Determinants of Health Survey, recommendations for scoring and interpreting participant responses, and readily executable R and Python functions. TARGET AUDIENCE: This user guide targets registered users of the All of Us Research Hub Researcher Workbench, a cloud-based platform that supports analysis of All of Us data, who are currently conducting or planning to conduct analyses using the Social Determinants of Health Survey. SCOPE: We introduce 14 constructs evaluated as part of the Social Determinants of Health Survey and summarize construct operationalization. We offer 30 literature-informed recommendations for scoring participant responses and interpreting scores, with multiple options available for 8 of the constructs. Then, we walk through example R and Python functions for relabeling responses and scoring constructs that can be directly implemented in Jupyter Notebook or RStudio within the Researcher Workbench. Full source code is available in supplemental files and GitHub. Finally, we discuss psychometric considerations related to the Social Determinants of Health Survey for researchers.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.