ArticlePublic health reports (Washington, D.C. : 1974)
Evaluation of the Components of the North Carolina Syndromic Surveillance System Heat Syndrome Case Definition.
Article in Public health reports (Washington, D.C. : 1974). The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Emergency department syndromic surveillance systems: a systematic review.BMC public health · 2020Pooled it
- [Effects of high thermal stress on health-a nationwide analysis based on statutory health insurance routine data between 2012 and 2021].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2025Article
- Validity of an ICD-10 Coding Algorithm for Acute Heat Illness in the Emergency Department: A Retrospective Cohort Study.International journal of environmental research and public health · 2024Article
- The Use and Structure of Emergency Nurses' Triage Narrative Data: Scoping Review.JMIR nursing · 2023Article
- Estimating the Burden of Heat-Related Illness Morbidity Attributable to Anthropogenic Climate Change in North Carolina.GeoHealth · 2022Article
- Evaluating the Sensitivity of Heat Wave Definitions among North Carolina Physiographic Regions.International journal of environmental research and public health · 2022Article
- Development and validation of an automated emergency department-based syndromic surveillance system to enhance public health surveillance in Yukon: a lower-resourced and remote setting.BMC public health · 2021Article
- Climate Change Adaptation: Prehospital Data Facilitate the Detection of Acute Heat Illness in India.The western journal of emergency medicine · 2021Article
- Using Syndromic Surveillance for All-Hazards Public Health Surveillance: Successes, Challenges, and the Future.Public health reports (Washington, D.C. : 1974)Article
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2 authors.
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Abstract
objectivesTo improve heat-related illness surveillance, we evaluated and refined North Carolina's heat syndrome case definition.
methodsWe analyzed North Carolina emergency department (ED) visits during 2012-2014. We evaluated the current heat syndrome case definition (ie, keywords in chief complaint/triage notes or International Classification of Diseases, Ninth Revision, Clinical Modification [ ICD-9-CM] codes) and additional heat-related inclusion and exclusion keywords. We calculated the positive predictive value and sensitivity of keyword-identified ED visits and manually reviewed ED visits to identify true positives and false positives.
resultsThe current heat syndrome case definition identified 8928 ED visits; additional inclusion keywords identified another 598 ED visits. Of 4006 keyword-identified ED visits, 3216 (80.3%) were captured by 4 phrases: "heat ex" (n = 1674, 41.8%), "overheat" (n = 646, 16.1%), "too hot" (n = 594, 14.8%), and "heatstroke" (n = 302, 7.5%). Among the 267 ED visits identified by keyword only, a burn diagnosis or the following keywords resulted in a false-positive rate >95%: "burn," "grease," "liquid," "oil," "radiator," "antifreeze," "hot tub," "hot spring," and "sauna." After applying the revised inclusion and exclusion criteria, we identified 9132 heat-related ED visits: 2157 by keyword only, 5493 by ICD-9-CM code only, and 1482 by both (sensitivity = 27.0%, positive predictive value = 40.7%). Cases identified by keywords were strongly correlated with cases identified by ICD-9-CM codes (rho = .94, P < .001).
conclusionsRevising the heat syndrome case definition through the use of additional inclusion and exclusion criteria substantially improved the accuracy of the surveillance system. Other jurisdictions may benefit from refining their heat syndrome case definition.
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