ArticleAMIA ... Annual Symposium proceedings. AMIA Symposium2017
Representation of Social History Factors Across Age Groups: A Topic Analysis of Free-Text Social Documentation.
Article in AMIA ... Annual Symposium proceedings. AMIA Symposium, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 2 of them syntheses that pooled it.
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
27 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: Systematic Review.Journal of medical Internet research · 2026Pooled it
- Extracting social determinants of health from electronic health records using natural language processing: a systematic review.Journal of the American Medical Informatics Association : JAMIA · 2021Pooled it
- Using electronic health record phenotyping to guide extraction of markers of transition to adulthood in young adults with severe chronic illness: A proposed conceptual framework.Nursing outlook · 2026Article
- Article
- The Relation Between Quality of Life, Functional Impairment and Nutritional Status in Older People.Healthcare (Basel, Switzerland) · 2026Article
- Advance Care Planning Among People With Dementia in the Netherlands: Insights From an Exploratory Survey of Health Care Professional Perspectives.Scandinavian journal of caring sciences · 2026Article
- The Development and Use of AI Chatbots for Health Behavior Change: Scoping Review.Journal of medical Internet research · 2026Article
- Social determinants of health and age-related differences in all-cause mortality: evidence from National Health and Nutrition Examination Survey.Annals of medicine · 2025Article
- Comparative study of motivational drivers behind players' selection of Palworld.Scientific reports · 2025Article
- Long-Term Impact of Tonsillectomy on Quality of Life (QoL) in Patients with Palatine Tonsillitis and Palatine Tonsillar Hypertrophy.Journal of clinical medicine · 2025Article
- Deep learning for occupation recognition and knowledge discovery in rheumatology clinical notes.Scientific reports · 2025Article
- Association of traditional leisure time activities during adolescence to later psychiatric morbidity in early adulthood - a systematic review.Scandinavian journal of child and adolescent psychiatry and psychology · 2025Review
- Social Phenotyping for Cardiovascular Risk Stratification in Electronic Health Registries.Current atherosclerosis reports · 2024Review
- Psychosocial Distress Among Young Men Who Have Sex With Men: A Scoping Review.Journal of psychosocial nursing and mental health services · 2024Article
- Piloting a Clinical Decision Support Tool to Identify Patients With Social Needs and Provide Navigation Services and Referral to Community-Based Organizations: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2024Article
- Dynamic Patterns and Predominance of Respiratory Pathogens Post-COVID-19: Insights from a Two-Year Analysis.Journal of epidemiology and global health · 2024Article
- Realizing the potential of social determinants data in EHR systems: A scoping review of approaches for screening, linkage, extraction, analysis, and interventions.Journal of clinical and translational science · 2024Article
- Frequency and nature of discussing social influences on health in urban safety-net clinics: A qualitative analysis.Patient education and counseling · 2023Article
- Natural language processing to identify social determinants of health in Alzheimer's disease and related dementia from electronic health records.Health services research · 2023Article
- An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives.Journal of the American Medical Informatics Association : JAMIA · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
As individuals age, there is potential for dramatic changes in the social and behavioral determinants that affect health status and outcomes. The importance of these determinants has been increasingly recognized in clinical decision-making. We sought to characterize how social and behavioral health determinants vary in different demographic groups using a previously established schema of 28 social history types through both manual analysis and automated topic analysis of social documentation in the electronic health record across the population of an entire integrated healthcare system. Our manual analysis generated 8,335 annotations over 1,400 documents, representing 24 (86%) social history types. In contrast, automated topic analysis generated 22 (79%) social history types. A comparative evaluation demonstrated both similarities and differences in coverage between the manual and topic analyses. Our findings validate the widespread nature of social and behavioral determinants that affect health status over populations of individuals over their lifespan.
Indexed as
Identifiers
29854185PMC5977721What 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.