TABLE 1.
Type I error (%) |
CI coverage (%) |
Average CI width |
||||||||
---|---|---|---|---|---|---|---|---|---|---|
N |
||||||||||
Method | γ* | 6 | 10 | 14 | 6 | 10 | 14 | 6 | 10 | 14 |
Randomization | 0-ns | 5 | 6 | 4 | 94 | 95 | 95 | 1.42 | 0.71 | 0.50 |
0 | 3 | 5 | 4 | 94 | 95 | 96 | 1.67 | 0.72 | 0.50 | |
0.2 | 3 | 5 | 5 | 96 | 95 | 95 | 1.69 | 0.71 | 0.49 | |
0.7 | 3 | 5 | 5 | 95 | 95 | 94 | 1.58 | 0.67 | 0.46 | |
1.5 | 3 | 5 | 4 | 95 | 95 | 96 | 1.46 | 0.61 | 0.43 | |
1.5-ns | 0 | 0 | 0 | 100 | 100 | 100 | 4.73 | 2.10 | 1.58 | |
GLMM-C | 0-ns | 6 | 7 | 5 | 94 | 93 | 95 | 1.14 | 0.66 | 0.47 |
0 | 6 | 7 | 5 | 94 | 93 | 95 | 1.12 | 0.65 | 0.47 | |
0.2 | 5 | 6 | 6 | 95 | 94 | 94 | 1.11 | 0.64 | 0.46 | |
0.7 | 6 | 6 | 6 | 94 | 94 | 94 | 1.06 | 0.62 | 0.44 | |
1.5 | 5 | 5 | 6 | 95 | 95 | 94 | 1.08 | 0.63 | 0.45 | |
1.5-ns | 4 | 5 | 5 | 96 | 95 | 95 | 1.29 | 0.77 | 0.56 | |
GEE-FGd5 | 0-ns | 3 | 5 | 5 | 97 | 95 | 95 | 1.97 | 0.77 | 0.52 |
0 | 2 | 6 | 5 | 98 | 94 | 95 | 2.11 | 0.77 | 0.51 | |
0.2 | 2 | 5 | 6 | 98 | 95 | 94 | 2.02 | 0.75 | 0.50 | |
0.7 | 2 | 5 | 6 | 98 | 95 | 94 | 2.20 | 0.73 | 0.48 | |
1.5 | 2 | 5 | 5 | 98 | 95 | 95 | 2.13 | 0.74 | 0.49 | |
1.5-ns | 4 | 5 | 4 | 96 | 95 | 96 | 1.49 | 0.76 | 0.52 |
Note: Methods considered included our proposed individual-level randomization-based approach (Randomization), a logistic mixed model with random cluster effects (GLMM-C), and a marginal model fit via a small-sample adjusted generalized estimating equation (GEE-FGd5). Increasing values of γ* correspond to increasing strengths of Y-Z association. Rows designated with “-ns” correspond to a nonstratified analysis; all other rows correspond to a stratified analysis. For complete stratified SWT simulation results, see Tables S11 to S16 in the Supporting Information.
Abbreviations: CI, confidence interval; SWT, stepped wedge cluster randomized trial.