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Table 3 Number (%) of trials using different methods of analysis to account for clustering

From: Increased risk of type I errors in cluster randomised trials with small or medium numbers of clusters: a review, reanalysis, and simulation study

 

All trials

(n = 86)

Trials with <40 clustersa

(n = 56)

Trials with 40+ clustersa

(n = 29)

Cluster-level or individual-level analysis (if adjusted for clusters)

 Cluster-level

8 (9)

6 (11)

2 (7)

 Individual-level

77 (90)

50 (89)

26 (90)

 Unclear

1 (1)

0 (0)

1 (3)

Analysis type if at individual level

 Mixed-effects model

46/77 (60)

31/50 (62)

15/26 (58)

 GEE

21/77 (27)

14/50 (28)

6/26 (23)

 Other

2/77 (3)

2/50 (4)

0/26 (0)

 Unclear

8/77 (10)

3/50 (6)

5/26 (19)

Used a degree-of-freedom correction for mixed-effects model

 Yes

0/46 (0)

0/31 (0)

0/15 (0)

 No

0/46 (0)

0/31 (0)

0/15 (0)

 Unclear

46/46 (100)

31/31 (100)

15/15 (100)

Used a small-sample correction for GEEs – number (%)

 Yes

0/21 (0)

0/14 (0)

0/6 (0)

 No

0/21 (0)

0/14 (0)

0/6 (0)

 Unclear

21/21 (100)

14/14 (100)

6/6 (100)

  1. aOne trial was excluded as the number of clusters was not reported
  2. GEE generalised estimating equation