ArticleAMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science2017
Enhancing Electronic Health Record Data with Geospatial Information.
Article in AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis 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
26 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Application of Spatial Analysis on Electronic Health Records to Characterize Patient Phenotypes: Systematic Review.JMIR medical informatics · 2024Pooled it
- Childhood Sexual Abuse and Long-Term Risk of Self-Harm, Overdose, and Cardiovascular Disease.medRxiv : the preprint server for health sciences · 2026Article
- Augmenting electronic health record data with social and environmental determinant of health measures to understand regional factors associated with asthma exacerbations.PLOS digital health · 2025Article
- The Complete Inpatient Record Using Comprehensive Electronic Data (CIRCE) project: A team-based approach to clinically validated, research-ready electronic health record data.Learning health systems · 2025Article
- Model-based estimation of individual-level social determinants of health and its applications in All of Us.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Trends in publication and levels of social determinants of health reporting inJournal of clinical and translational science · 2024Article
- Racial disparities between measures of area deprivation and financial toxicity, and uterine volume in myomectomy patients.BMC women's health · 2023Article
- Geospatial divide in real-world EHR data: Analytical workflow to assess regional biases and potential impact on health equity.AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2023Article
- Linking Ambient NO2 Pollution Measures with Electronic Health Record Data to Study Asthma Exacerbations.AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2023Article
- Racial and Ethnic Minorities at the Highest Risk of Uncontrolled Moderate-to-Severe Asthma: A United States Electronic Health Record Analysis.Journal of asthma and allergy · 2023Article
- Physical Therapist Telehealth Delivery at 1 Year Into COVID-19.Physical therapy · 2022Article
- A life course epidemiology approach to climate extremes and human health.The Lancet. Planetary health · 2022Article
- Application of Place-Based Methods to Lung Transplant Medicine.International journal of environmental research and public health · 2022Article
- Why Is the Electronic Health Record So Challenging for Research and Clinical Care?Methods of information in medicine · 2021Article
- Consolidated Environmental and Social Data Facilitates Neighborhood-Level Health Studies in Philadelphia.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2021Article
- Article
- Geocoding Error, Spatial Uncertainty, and Implications for Exposure Assessment and Environmental Epidemiology.International journal of environmental research and public health · 2020Article
- The emerging landscape of health research based on biobanks linked to electronic health records: Existing resources, statistical challenges, and potential opportunities.Statistics in medicine · 2020Article
- Impact of Individual versus Geographic-Area Measures of Socioeconomic Status on Health Associations Observed in the Behavioral Risk Factor Surveillance System.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2020Article
- Factors associated with exacerbations among adults with asthma according to electronic health record data.Asthma research and practice · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Electronic Health Record (EHR)-derived data is a valuable resource for research, and efforts are underway to overcome some of its limitations by using data from external sources to gain a fuller picture of patient characteristics, symptoms, and exposures. Our goal was to assess the utility of augmenting EHR data with geocoded patient addresses to identify geospatial variation of disease that is not explained by EHR-derived demographic factors. Using 2011-2014 encounter data from 27,604 University of Pennsylvania Hospital System asthma patients, we identified factors associated with asthma exacerbations: risk was higher in female, black, middle aged to elderly, and obese patients, as well as those with positive smoking history and with Medicare or Medicaid vs. private insurance. Significant geospatial variability of asthma exacerbations was found using generalized additive models, even after adjusting for demographic factors. Our work shows that geospatial data can be used to cost-effectively enhance EHR data.
Identifiers
28815121PMC5543367What Socratic 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 Socratic graph.