An approximate CUSUM procedure for surveillance of health events

Citation
G. Rossi et al., An approximate CUSUM procedure for surveillance of health events, STAT MED, 18(16), 1999, pp. 2111-2122
Citations number
25
Categorie Soggetti
General & Internal Medicine","Medical Research General Topics
Journal title
STATISTICS IN MEDICINE
ISSN journal
02776715 → ACNP
Volume
18
Issue
16
Year of publication
1999
Pages
2111 - 2122
Database
ISI
SICI code
0277-6715(19990830)18:16<2111:AACPFS>2.0.ZU;2-8
Abstract
The CUSUM method is frequently used by epidemiologists for detecting a shif t in the incidence of rare health events. An exact solution for a Poisson p rocess has been proposed by other works, but potential applications have be en limited by the fact that the size, the structure of the at-risk populati on and the baseline rate may not be constant during the period of surveilla nce. Furthermore, for practical use tables of critical values are available only for some expected values and in any case less then 9. This paper prop oses an approximate CUSUM procedure, based on the normal approximation to a Poisson process, which may be an efficient solution of the problems previo usly pointed out. Analyses of simulated and actual data sets illustrate the usefulness of the proposed procedure. An application to mortality data for respiratory diseases in a north Tuscany area, characterized by the presenc e of chemical plants, is showed. No shift in the mortality rate during the 1980-1989 period was detected compared with the 1970-1979 period, in contra st with the result obtained with the standard CUSUM method for a Poisson va riate. Copyright (C) 1999 John Wiley & Sons, Ltd.