title: Use of the poisson probability mass function in a retrospective evaluation of the worldwide Fusarium keratitis epidemic of 2004-2006.
abstract: OBJECTIVE
  The Poisson distribution can be used to model discrete events that occur infrequently in time, and it was applied, retrospectively, to recently reported clusters of Fusarium keratitis.
  
  
  METHODS
  This distribution was utilized with data reported from 6 geographically diverse ophthalmic centers during the worldwide Fusarium keratitis epidemic of 2004-2006. The expected numbers of cases, determined from published historical data, were compared with the observed and probabilities were calculated. The Poisson probabilities were also used to determine the numbers of cases in each cluster required to reach statistical significance.
  
  
  RESULTS
  The probabilities that the numbers of cases observed in the various clusters were a chance variation from the expected, and not due to an outbreak, were between 3.83 x 10(-5) and 4.72 x 10(-47). The recognition of the first 2 or 3 cases in each cluster was sufficient to establish that an outbreak was present.
  
  
  CONCLUSIONS
  Because these probabilities are all much less than 0.05, multiple Fusarium keratitis outbreaks have thus been documented. Future use of the Poisson distribution may serve as an "early warning system" that a new, potentially modifiable, factor may be operating to increase the occurrence of a disease above its historic baseline endemic rate.
authors.affiliation: Department of Ophthalmology, Wright State University Boonshoft School of Medicine, Dayton, OH 45420-4006, USA. john.bullock@wright.edu
authors.forename: John D
authors.initials: JD
authors.lastname: Bullock
mesh_terms: D004196:Disease Outbreaks; D005670:Fusarium; D014943:Global Health; D006801:Humans; D007634:Keratitis / Q000453:epidemiology* / Q000382:microbiology*; D015233:Models, Statistical; D009181:Mycoses; D016012:Poisson Distribution; D011336:Probability; D012189:Retrospective Studies