Evidence map›Paper›PMID 16868239›Full record

ArticleAnnals of family medicine

Syndromic surveillance for emerging infections in office practice using billing data.

Philip D Sloane, Jennifer K MacFarquhar, Emily Sickbert-Bennett, C Madeline Mitchell, Roger Akers, David J Weber, Kevin Howard

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Physician surveillance of influenza: collaboration between primary care and public health.Canadian family physician Medecin de famille canadien · 2014
    Article
  7. Article
  8. Article
  9. Role of the primary care safety net in pandemic influenza.American journal of public health · 2009
    Article
  10. Article
  11. Article
  12. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Philip D SloaneDepartment of Family Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. psloane@med.unc.edu
Jennifer K MacFarquhar
Emily Sickbert-Bennett
C Madeline Mitchell
Roger Akers
David J Weber
Kevin Howard

Funding

North Carolina Family Practice PBRNR21HS013521 · AHRQ · UNIVERSITY OF NORTH CAROLINA CHAPEL HILL · PI SLOANE, PHILIP D · 2002 to 2003
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AHRQ HHS R21 HS13521
6 · The paper itself

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.

Indexed as

Sentinel SurveillanceCommunicable Diseases, EmergingDisease OutbreaksFeasibility StudiesFees, MedicalHumansMedical RecordsNorth CarolinaOffice VisitsPatient Credit and CollectionPrimary Health Care

Identifiers

PMID16868239
PMCPMC1522151

What OpenQuestion holds

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Registered trials

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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.