ArticleAMIA ... Annual Symposium proceedings. AMIA Symposium2011
A multi-site content analysis of social history information in clinical notes.
Article in AMIA ... Annual Symposium proceedings. AMIA Symposium, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
37 citing papers in PubMed.
- Evaluation of Prompt Design and Internal Reasoning in Chatbot-Based Medical History Taking: Simulation Study.JMIR medical informatics · 2026Article
- Improving social determinants of health documentation in French electronic health records using large language models.Scientific reports · 2025Article
- Predicting Behavioral Determinants of Health from Clinical Text Using Transformer Models and BiLSTM.medRxiv : the preprint server for health sciences · 2025Article
- Clinical Significance of Marital Status and Changes in Status Extracted from Unstructured Clinical Notes Using Ensembles of Off-the-Shelf Extraction Models.Research square · 2025Article
- Mapping Implementation Strategies to Address Barriers to Pre-Exposure Prophylaxis Use Among Women Through POWER Up (Pre-Exposure Prophylaxis Optimization Among Women to Enhance Retention and Uptake): Content Analysis.JMIR formative research · 2024Article
- Adjustment Disorder Presenting as Syncope in a Patient With Wolf-Parkinson White Syndrome.Cureus · 2024Article
- Stressful life events in electronic health records: a scoping review.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Stressful life events in electronic health records: a scoping review.Research square · 2023Article
- Frequency and nature of discussing social influences on health in urban safety-net clinics: A qualitative analysis.Patient education and counseling · 2023Article
- Antiracist Documentation Practices - Shaping Clinical Encounters and Decision Making.The New England journal of medicine · 2023Article
- Extracting social determinants of health from clinical note text with classification and sequence-to-sequence approaches.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- Natural language processing-driven state machines to extract social factors from unstructured clinical documentation.JAMIA open · 2023Article
- Article
- Sensitivity and Specificity of Real-World Social Factor Screening Approaches.Journal of medical systems · 2021Article
- Detecting Social and Behavioral Determinants of Health with Structured and Free-Text Clinical Data.Applied clinical informatics · 2020Article
- Longitudinal analysis of social and behavioral determinants of health in the EHR: exploring the impact of patient trajectories and documentation practices.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2019Article
- Using Clinical Notes and Natural Language Processing for Automated HIV Risk Assessment.Journal of acquired immune deficiency syndromes (1999) · 2018Article
- Representation of occupational information across resources and validation of the occupational data for health model.Journal of the American Medical Informatics Association : JAMIA · 2018Article
- Towards the Inference of Social and Behavioral Determinants of Sexual Health: Development of a Gold-Standard Corpus with Semi-Supervised Learning.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2018Article
- Assessing the Representation of Occupation Information in Free-Text Clinical Documents Across Multiple Sources.Studies in health technology and informatics · 2017Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Within Electronic Health Records (EHRs), the social history section contains information relevant to social, behavioral, and environmental determinants of health. While social history is playing an increasingly important role in patient care, biomedical research, and public health, little analysis has been done to describe content in the EHR or the adequacy of existing standards for representing this information. In this study, social history sections from 260 clinical notes containing 989 sentences and 1,439 statements were analyzed from three sources. In total, 35 statement types were identified along with categories of information within statements for each type. For the 8 most common types, HL7 CDA and openEHR were found to provide different representations capable of capturing the breadth and granularity of information to some extent. The results of this study provide valuable insights for guiding efforts in the enhanced collection, standardization, and use of social history information in the EHR.
Indexed as
Identifiers
22195074PMC3243209What 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.