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The analysis of disease clusters, Part II: Introduction to techniques

G M Jacquez1, R Grimson, L A Waller

  • 1BioMedware, Ann Arbor, MI 48104, USA.

Infection Control and Hospital Epidemiology
|June 1, 1996
PubMed
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This review explores disease cluster analysis for public health professionals. It aims to enhance infectious disease surveillance in hospitals using cluster detection methods.

Area of Science:

  • Public Health
  • Epidemiology
  • Infectious Disease Surveillance

Background:

  • Public health professionals frequently investigate disease clusters, defined as excess health events in space, time, or both.
  • This review focuses on the analysis of disease clusters, particularly for physicians and health professionals involved in hospital infection surveillance.

Purpose of the Study:

  • To provide an introductory-level review of disease cluster analysis methods.
  • To encourage the routine use of cluster analysis for infectious disease surveillance within hospital settings.

Main Methods:

  • Review of existing literature and methodologies for disease cluster analysis.
  • Discussion of spatial, temporal, and spatio-temporal cluster detection techniques.

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Main Results:

  • The field of disease cluster analysis offers valuable tools for identifying unusual patterns of health events.
  • Current methods can be applied to enhance the detection of infectious disease outbreaks in hospitals.

Conclusions:

  • Expanding the application of cluster analysis methods can significantly improve routine infectious disease surveillance in hospitals.
  • Effective cluster analysis supports timely public health interventions and better patient outcomes.