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Do Intensive Care Data on Respiratory Infections Reflect Influenza Epidemics?

Author

Listed:
  • Antonie Koetsier
  • Liselotte van Asten
  • Frederika Dijkstra
  • Wim van der Hoek
  • Bianca E Snijders
  • Cees C van den Wijngaard
  • Hendriek C Boshuizen
  • Gé A Donker
  • Dylan W de Lange
  • Nicolette F de Keizer
  • Niels Peek

Abstract

Objectives: Severe influenza can lead to Intensive Care Unit (ICU) admission. We explored whether ICU data reflect influenza like illness (ILI) activity in the general population, and whether ICU respiratory infections can predict influenza epidemics. Methods: We calculated the time lag and correlation between ILI incidence (from ILI sentinel surveillance, based on general practitioners (GP) consultations) and percentages of ICU admissions with a respiratory infection (from the Dutch National Intensive Care Registry) over the years 2003–2011. In addition, ICU data of the first three years was used to build three regression models to predict the start and end of influenza epidemics in the years thereafter, one to three weeks ahead. The predicted start and end of influenza epidemics were compared with observed start and end of such epidemics according to the incidence of ILI. Results: Peaks in respiratory ICU admissions lasted longer than peaks in ILI incidence rates. Increases in ICU admissions occurred on average two days earlier compared to ILI. Predicting influenza epidemics one, two, or three weeks ahead yielded positive predictive values ranging from 0.52 to 0.78, and sensitivities from 0.34 to 0.51. Conclusions: ICU data was associated with ILI activity, with increases in ICU data often occurring earlier and for a longer time period. However, in the Netherlands, predicting influenza epidemics in the general population using ICU data was imprecise, with low positive predictive values and sensitivities.

Suggested Citation

  • Antonie Koetsier & Liselotte van Asten & Frederika Dijkstra & Wim van der Hoek & Bianca E Snijders & Cees C van den Wijngaard & Hendriek C Boshuizen & Gé A Donker & Dylan W de Lange & Nicolette F de K, 2013. "Do Intensive Care Data on Respiratory Infections Reflect Influenza Epidemics?," PLOS ONE, Public Library of Science, vol. 8(12), pages 1-7, December.
  • Handle: RePEc:plo:pone00:0083854
    DOI: 10.1371/journal.pone.0083854
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    References listed on IDEAS

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    1. Wei Pan, 2001. "Akaike's Information Criterion in Generalized Estimating Equations," Biometrics, The International Biometric Society, vol. 57(1), pages 120-125, March.
    2. Cameron, A Colin & Windmeijer, Frank A G, 1996. "R-Squared Measures for Count Data Regression Models with Applications to Health-Care Utilization," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(2), pages 209-220, April.
    3. Van Den Wijngaard, C.C. & Van Asten, L. & Meijer, A. & Van Pelt, W. & Nagelkerke, N.J.D. & Donker, G.A. & Van Der Sande, M.A.B. & Koopmans, M.P.G., 2010. "Detection of excess influenza severity: Associating respiratory hospitalization and mortality data with reports of influenza-like illness by primary care physicians," American Journal of Public Health, American Public Health Association, vol. 100(11), pages 2248-2254.
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