ArticleAMIA ... Annual Symposium proceedings. AMIA Symposium2016
Content and Quality of Free-Text Occupation Documentation in the Electronic Health Record.
Article in AMIA ... Annual Symposium proceedings. AMIA Symposium, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 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
10 citing papers in PubMed, 12 citations in OpenAlex.
- Feasibility of acquiring occupational data from cancer patients' medical records in Malaysian oncology centres.BMC public health · 2025Article
- Deep learning for occupation recognition and knowledge discovery in rheumatology clinical notes.Scientific reports · 2025Article
- Assessing the capture of sociodemographic information in electronic medical records to inform clinical decision making.PloS one · 2025Article
- Understanding social and clinical associations with unemployment for people with schizophrenia and bipolar disorders: large-scale health records study.Social psychiatry and psychiatric epidemiology · 2024Article
- Article
- Documenting social determinants of health-related clinical activities using standardized medical vocabularies.JAMIA open · 2019Article
- Representation of occupational information across resources and validation of the occupational data for health model.Journal of the American Medical Informatics Association : JAMIA · 2018Article
- Representation of Social History Factors Across Age Groups: A Topic Analysis of Free-Text Social Documentation.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2017Article
- Assessing the Representation of Occupation Information in Free-Text Clinical Documents Across Multiple Sources.Studies in health technology and informatics · 2017Article
- Semantic Modeling for Exposomics with Exploratory Evaluation in Clinical Context.Journal of healthcare engineering · 2017Article
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 at 2 institutions in 2 countries.
Funding
Abstract
Recent recommendations for capturing social and behavioral information in electronic health record (EHR) systems for downstream applications, including research, highlight the need to better represent patient occupation. The objectives of this study were to characterize the content and quality of EHR social history module free-text occupation documentation. After developing categorization schemas, occupation entries with frequencies >5 (n=2,336) and a random sample of those with frequencies ≤5 (n=381) were analyzed. The information contained in the 2,336 entries fell into five groups: occupation (84.7%), occupation details (20.6%), employment status (2.5%), not in labor force (21.6%), and other (2.5%). Quality issues included use of acronyms/abbreviations (9.1%) and misspellings (1.6%). In comparison, quality issues with the 381 entries were: other (29.1%), acronyms/abbreviations (19.0%), and misspellings (9.0%). These findings suggest the need for EHR user training, system enhancements, and content standardization to support use of occupational information for clinical care and research.
Indexed as
Identifiers
28269929PMC5333203W2620797009What 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.