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If almost nothing goes wrong, is almost everything all right? Interpreting small numerators.by: T. B. Newman
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AbstractTwelve years ago in an article entitled "If Nothing Goes Wrong, Is Everything All Right?" Drs Hanley and Lippman-Hand1 provided a helpful rule of thumb for interpreting numerators of 0. They showed that if 0 events are observed in N trials, the upper limit of the 95% confidence interval (CI) for the frequency of events is approximately 3/N. Thus, if there are no deaths among 50 patients treated with a new medication, the upper limit of the 95% CI for the risk of death is about 3/50, or 6%. On the other hand, if no deaths occur in a study of 1000 patients, the upper limit of the 95% CI for the mortality rate is 3/1000, or 0.3%. I have found that similar approximations work for other small numerators and that they can be a helpful shortcut when scanning journal articles. In each case, as the denominator . . .
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