Assessing Syndromic Surveillance of Cardiovascular Outcomes from Emergency Department Chief Complaint Data in New York City
نویسندگان
چکیده
BACKGROUND Prospective syndromic surveillance of emergency department visits has been used for near-real time tracking of communicable diseases to detect outbreaks or other unexpected disease clusters. The utility of syndromic surveillance for tracking cardiovascular events, which may be influenced by environmental factors and influenza, has not been evaluated. We developed and evaluated a method for tracking cardiovascular events using emergency department free-text chief complaints. METHODOLOGY/PRINCIPAL FINDINGS There were three phases to our analysis. First we applied text processing algorithms based on sensitivity, specificity, and positive predictive value to chief complaint data reported by 11 New York City emergency departments for which ICD-9 discharge diagnosis codes were available. Second, the same algorithms were applied to data reported by a larger sample of 50 New York City emergency departments for which discharge diagnosis was unavailable. From this more complete data, we evaluated the consistency of temporal variation of cardiovascular syndromic events and hospitalizations from 76 New York City hospitals. Finally, we examined associations between particulate matter ≤2.5 µm (PM(2.5)), syndromic events, and hospitalizations. Sensitivity and positive predictive value were low for syndromic events, while specificity was high. Utilizing the larger sample of emergency departments, a strong day of week pattern and weak seasonal trend were observed for syndromic events and hospitalizations. These time-series were highly correlated after removing the day-of-week, holiday, and seasonal trends. The estimated percent excess risks in the cold season (October to March) were 1.9% (95% confidence interval (CI): 0.6, 3.2), 2.1% (95% CI: 0.9, 3.3), and 1.8% (95%CI: 0.5, 3.0) per same-day 10 µg/m(3) increase in PM(2.5) for cardiac-only syndromic data, cardiovascular syndromic data, and hospitalizations, respectively. CONCLUSIONS/SIGNIFICANCE Near real-time emergency department chief complaint data may be useful for timely surveillance of cardiovascular morbidity related to ambient air pollution and other environmental events.
منابع مشابه
Evaluating Syndromic Data for Surveillance of Non-infectious Disease
Objective To evaluate several non-infectious disease related syndromes that are based on chief complaint (cc) emergency department (ED) syndromic surveillance (SS) data by comparing these with the New York Statewide Planning and Research Cooperative System (SPARCS) clinical diagnosis data. In particular, this work compares SS and SPARCS data for total ED visits and visits associated with three ...
متن کاملMonitoring child mental health related emergency department visits in New York City
Introduction From 2001-2011, mental health-related hospitalizations and ED visits increased among United States children nationwide [1]. During this period, mental health-related hospitalizations among NYC children increased nearly 23% [2]. To estimate mental health-related ED visits in NYC and assess the use of syndromic surveillance chief complaint data to monitor these visits, we compared tr...
متن کاملAssessing the performance of American chief complaint classifiers on Victorian syndromic surveillance data
Syndromic surveillance systems aim to support early detection of salient disease outbreaks, and to shed timely light on the size and spread of pandemic outbreaks. They can also be used more generally to monitor disease trends and provide reassurance that an outbreak has not occurred. One commonly used technique for syndromic surveillance is concerned with classifying Emergency Department data, ...
متن کاملAutomated Syndromic Classifi cation of Chief Complaint Records
yndromic surveillance, a medical surveillance approach that bins data into broadly defi ned syndrome groups, has drawn increasing interest in recent years for the early detection of disease outbreaks for both public health and bioterrorism defense. Emergency department chief complaint records are an attractive data source for syndromic surveillance owing to their timeliness and ready availabili...
متن کاملSyndromic surveillance in public health practice, New York City.
The New York City Department of Health and Mental Hygiene has established a syndromic surveillance system that monitors emergency department visits to detect disease outbreaks early. Routinely collected chief complaint information is transmitted electronically to the health department daily and analyzed for temporal and spatial aberrations. Respiratory, fever, diarrhea, and vomiting are the key...
متن کامل