Many organizations involved in health care improvement are faced with the good problem of increasingly rare events, whether they are surgical site infections, ventilator-associated pneumonias, or other adverse events. In such cases, the standard approach of monitoring weekly or monthly rates on a time series chart is not very useful visually nor statistically (essentially because these charts tend to plot long sequences of zeros when there are no cases each week or month, with no visible trends or variation patterns).

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