Incorporation of a stopping criterion for futility into the design of a clinical trial with one interim analysis
Ulf Strömberg, Nedjad Losic, Jan Lanke
Abstract
Ulf Strömberg, Nedjad Losic, Jan Lanke
Abstract
We examine the efficiency of clinical trial designs with one interim analysis and prespecified overall type I and II error probabilities. The designs incorporate a stopping criterion for a positive result as well as one for having interim data which indicate that continuation of the trial is futile. The classical Pocock or O'Brien-Fleming group sequential method is applied for early stopping with a positive result. The other stopping criterion is based on the idea of stochastic curtailment: given the interim data, the conditional power is calculated under an optimistic but plausible alternative; if this conditional power is less than a predetermined value, the trial is stopped due to futility.
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We examine the efficiency of clinical trial designs with one interim analysis and prespecified overall type I and II error probabilities. The designs incorporate a stopping criterion for a positive result as well as one for having interim data which indicate that continuation of the trial is futile. The classical Pocock or O'Brien-Fleming group sequential method is applied for early stopping with a positive result. The other stopping criterion is based on the idea of stochastic curtailment: given the interim data, the conditional power is calculated under an optimistic but plausible alternative; if this conditional power is less than a predetermined value, the trial is stopped due to futility.
Key concepts: Interim, Early stopping, Interim analysis, Continuation, Stopping rule, Type I and type II errors, Optimal stopping, Conditional expectation