ArticleAMIA ... Annual Symposium proceedings. AMIA Symposium2014
Examining the use, contents, and quality of free-text tobacco use documentation in the Electronic Health Record.
Article in AMIA ... Annual Symposium proceedings. AMIA Symposium, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 4 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
20 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Improving Clinical Documentation with Artificial Intelligence: A Systematic Review.Perspectives in health information management · 2024Pooled it
- Electronic health record data quality assessment and tools: a systematic review.Journal of the American Medical Informatics Association : JAMIA · 2023Pooled it
- Digital Health Data Quality Issues: Systematic Review.Journal of medical Internet research · 2023Pooled 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
- Unveiling the Influence of AI on Advancements in Respiratory Care: Narrative Review.Interactive journal of medical research · 2024Review
- Topic modeling on clinical social work notes for exploring social determinants of health factors.JAMIA open · 2024Article
- Review
- Automatic extraction of social determinants of health from medical notes of chronic lower back pain patients.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- Lifestyle versus social determinants of health in the Dutch parliament: An automated analysis of debate transcripts.SSM - population health · 2023Article
- Improving the Utility of Tobacco-Related Problem List Entries Using Natural Language Processing.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2020Article
- Moonstone: a novel natural language processing system for inferring social risk from clinical narratives.Journal of biomedical semantics · 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
- Using Neural Multi-task Learning to Extract Substance Abuse Information from Clinical Notes.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2018Article
- Mining 100 million notes to find homelessness and adverse childhood experiences: 2 case studies of rare and severe social determinants of health in electronic health records.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
- Content and Quality of Free-Text Occupation Documentation in the Electronic Health Record.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2016Article
- Investigating Longitudinal Tobacco Use Information from Social History and Clinical Notes in the Electronic Health Record.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2016Article
- Automated Extraction of Substance Use Information from Clinical Texts.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2015Article
- Towards the Standardized Documentation of E-Cigarette Use in the Electronic Health Record for Population Health Surveillance and Research.AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2015Article
- Representation of Drug Use in Biomedical Standards, Clinical Text, and Research Measures.AMIA ... Annual Symposium proceedings. AMIA SymposiumArticle
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
Recent initiatives have emphasized the potential role of Electronic Health Record (EHR) systems for improving tobacco use assessment and cessation. In support of these efforts, the goal of the present study was to examine tobacco use documentation in the EHR with an emphasis on free-text. Three coding schemes were developed and applied to analyze 525 tobacco use entries, including structured fields and a free-text comment field, from the social history module of an EHR system to characterize: (1) potential reasons for using free-text, (2) contents within the free-text, and (3) data quality issues. Free-text was most commonly used due to limitations for describing tobacco use amount (23.2%), frequency (26.9%), and start or quit dates (28.2%) as well as secondhand smoke exposure (17.9%) using a variety of words and phrases. The collective results provide insights for informing system enhancements, user training, natural language processing, and standards for tobacco use documentation.
Indexed as
Identifiers
25954340PMC4419995What 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.