ArticleAnnals of family medicine
Syndromic surveillance for emerging infections in office practice using billing data.
Article in Annals of family medicine. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- The roles and challenges of the primary health care systems in epidemic management: a scoping review.Primary health care research & development · 2023Article
- The Organization of Outreach Work for Vulnerable Patients in General Practice during COVID-19: Results from the Cross-Sectional PRICOV-19 Study in 38 Countries.International journal of environmental research and public health · 2023Article
- Article
- 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
- Clinical Population Medicine: Integrating Clinical Medicine and Population Health in Practice.Annals of family medicine · 2017Article
- Physician surveillance of influenza: collaboration between primary care and public health.Canadian family physician Medecin de famille canadien · 2014Article
- Increased emergency department chief complaints of fever identified the influenza (H1N1) pandemic before outpatient symptom surveillance.Environmental health and preventive medicine · 2012Article
- Early diagnosis of hantavirus infection by family doctors can reduce inappropriate antibiotic use and hospitalization.Scandinavian journal of primary health care · 2010Article
- Role of the primary care safety net in pandemic influenza.American journal of public health · 2009Article
- Toward unsupervised outbreak detection through visual perception of new patterns.BMC public health · 2009Article
- The Role of Primary Care in a Pandemic: Reflections During the COVID-19 Pandemic in Canada.Journal of primary care & community healthArticle
- Mixed methods and diverse perspectives.Annals of family medicineArticle
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
purposeWe wanted to evaluate the feasibility of conducting syndromic surveillance in a primary care office using billing data.
methodsA 1-year study was conducted in a primary care practice; comparison data were obtained from emergency department records of visits by county residents. Within the practice, a computer program converted billing data into de-identified daily summaries of International Classification of Diseases, Ninth Revision (ICD-9) codes by sex and age-group; and a staff member generated daily summaries and e-mailed them to the analysis team. For both the practice and the emergency departments, infection-related syndromes and practice-specific thresholds were calculated using the category 1 syndrome codes and an analytical method based upon the Early Aberration Reporting System of the Centers for Disease Control and Prevention.
resultsA mean of 253 ICD-9 codes per day was reported. The most frequently recorded syndromes were respiratory illness, gastrointestinal illness, and fever. Syndromes most commonly exceeding the threshold of 2 standard deviations for the practice were lymphadenitis, rash, and fever. Generating a daily summary took 1 to 2 minutes; the program was written by the software vendor for a fee of dollar 1,500. During the 2003-2004 influenza season, trend line patterns of the emergency department visits reflected a pattern consistent with that of the state, whereas the trend line in primary case practice cases was less consistent, reflecting the variation expected in data from a single clinic. Still, spikes of activity that occurred in the practice before the emergency department suggest the practice may have seen patients with influenza earlier.
conclusionsThis preliminary study showed the feasibility of implementing syndromic surveillance in an office setting at a low cost and with minimal staff effort. Although many implementation issues remain, further development of syndromic surveillance systems should include primary care offices.
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