Skip to main content
. Author manuscript; available in PMC: 2022 Sep 10.
Published in final edited form as: Stat Med. 2021 May 21;40(20):4442–4456. doi: 10.1002/sim.9040

TABLE 1.

Simulation results of a stratified SWT across 2000 datasets simulated via model (7) as described in Section 3.2.1 with cluster sizes mijU{20, 30}

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.