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. Author manuscript; available in PMC: 2009 Oct 7.
Published in final edited form as: Stat Med. 2009 Mar 15;28(6):1017–1027. doi: 10.1002/sim.3527

Table 1.

Sample size N3 theoretical power φ and empirical power φ~ for testing intervention group by time interaction effect in a three level mixed-effects linear regression analysis, based on 1000 simulations.

Δδ Tend = 0.3
Δδ Tend = 0.4
Δδ Tend = 0.5
N2 N1 ρ 1 N3 φ φ~ N3 φ φ~ N3 φ φ~
5 3 0.4 42 0.801 0.798 24 0.807 0.787 16 0.823 0.838
0.5 35 0.801 0.804 20 0.807 0.810 13 0.813 0.806
0.6 28 0.801 0.818 16 0.807 0.810 11 0.834 0.839
6 0.4 30 0.801 0.803 17 0.804 0.807 11 0.808 0.836
0.5 25 0.801 0.775 15 0.826 0.835 9 0.801 0.798
0.6 20 0.801 0.810 12 0.826 0.802 8 0.841 0.847
12 0.4 18 0.806 0.831 10 0.801 0.800 7 0.835 0.832
0.5 15 0.806 0.821 9 0.831 0.829 6 0.845 0.837
0.6 12 0.806 0.794 7 0.820 0.817 5 0.860 0.855
10 3 0.4 21 0.801 0.801 12 0.807 0.788 8 0.823 0.829
0.5 18 0.812 0.811 10 0.807 0.804 7 0.841 0.852
0.6 14 0.801 0.791 8 0.807 0.802 6 0.865 0.865
6 0.4 15 0.801 0.809 9 0.826 0.845 6 0.841 0.843
0.5 13 0.816 0.809 8 0.849 0.855 5 0.841 0.846
0.6 10 0.801 0.795 6 0.826 0.822 4 0.841 0.829
12 0.4 9 0.806 0.788 5 0.801 0.814 4 0.881 0.875
0.5 8 0.831 0.822 5 0.868 0.869 3 0.845 0.834
0.6 6 0.806 0.784 4 0.868 0.878 3 0.914 0.912
20 3 0.4 11 0.819 0.825 6 0.807 0.793 4 0.823 0.826
0.5 9 0.812 0.809 5 0.807 0.793 4 0.885 0.878
0.6 7 0.801 0.784 4 0.807 0.805 3 0.865 0.863
6 0.4 8 0.826 0.816 5 0.863 0.862 3 0.841 0.853
0.5 7 0.844 0.822 4 0.849 0.826 3 0.900 0.903
0.6 5 0.801 0.800 3 0.826 0.838 2 0.841 0.839
12 0.4 5 0.845 0.850 3 0.868 0.857 2 0.881 0.866
0.5 4 0.831 0.842 3 0.920 0.919 2 0.930 0.927
0.6 3 0.806 0.800 2 0.868 0.871 2 0.970 0.964
30 3 0.4 7 0.801 0.823 4 0.807 0.800 3 0.865 0.863
0.5 6 0.812 0.806 4 0.873 0.867 3 0.918 0.901
0.6 5 0.828 0.824 3 0.851 0.846 2 0.865 0.851
6 0.4 5 0.801 0.801 3 0.826 0.829 2 0.841 0.839
0.5 5 0.867 0.867 3 0.888 0.887 2 0.900 0.900
0.6 4 0.867 0.868 2 0.826 0.828 2 0.952 0.956
12 0.4 3 0.806 0.819 2 0.868 0.857 2 0.970 0.964
0.5 3 0.872 0.871 2 0.920 0.929 1 0.845 0.847
0.6 2 0.806 0.801 2 0.965 0.964 1 0.914 0.916

Mean 0.815 0.814 0.840 0.837 0.866 0.865

N1 = the number of level one units (repeated measures) per subjects; N2 = the number of level two units (subjects) per clinic; N3 = the number of level three units (clinics) per group, i.e., the sample size obtained from equation (15); Tendd = N1 - 1; ρ1 = correlation among level one data (5); φ = theoretical power based on the formula (13); φ~ = empirical power based on equation (18); Δδ = standardized effect size of the slope difference that yields an intervention efect Δδ Tend at the end of a study.