medRxivJClub
Power Calculation for Noninferiority Stepped-Wedge Cluster Randomized Trials
medRxiv · · Preprint
Guo, Hsu + 1 more
Abstract ↗AI summary
The abstract is read at the publisher; the summary is JClub's.
Simulation-based framework swNIsim enables accurate power calculation for noninferiority stepped-wedge cluster randomized trials, accommodating diverse design features and outcome types.
- Why it matters: Effective planning of noninferiority SW-CRTs is limited by existing methods, risking underpowered studies or inefficient designs, which hampers reliable evaluation of interventions.
- What they did: The authors developed swNIsim, an R package that uses generalized linear mixed-effects models to simulate and assess power across various trial configurations, including unequal clusters and delayed effects.
- The result: Extensive simulations showed that increasing time periods improves power, while higher between-cluster variability reduces it; balanced cluster allocation enhances efficiency, supporting better trial design decisions.
The findingWhy it mattersWhat they didThe result