Stats
What does one-third of the way through a study mean? (April 6, 2008).
Someone asked me a very good question regarding interim analysis. If the
call for an interim analysis is specified as occuring one-third (and
two-third) of the way through a study, what does that mean. In a study with 60
patients lasting a full year, does that mean until 20 (40) patients have
arrived, or does it mean until 4 (8) months? Also, if you are counting
discrete events, such as adverse events, does it mean one-third of the
expected number of adverse events?
One-third does indeed mean one-third of the patients rather than one-third
of the time. This can lead to some complexity when accrual is a lot faster or
a lot slower than originally planned, and simple rules such as Pocock and
O'Brien-Fleming may need to be adapted if the interim analysis is consistent
with a time interval, but seriously inconsistent with the sample size. If you
are chained to a calendar, you might consider using a more complex approach
such as an alpha-spending function.
When counting number of adverse events, it is the number of patients, not
the number of patients experiencing an adverse events that defines the
stopping rule. This is more by tradition than for any technical reason. The
one exception to this rule is the use of survival curves. Sometimes interim
analyses for survival curves are defined using number of patients (or better
still) the number of patients hours. Sometimes it can use the number of
events, instead.
2008-07-14. Category: Early stopping