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Table 4 Required sample size and empirical Type I error and power when using corrected variance inflation factors with an a priori hypothesized Pareto imbalance in cluster size – Effect size = 0.50

From: Planning a cluster randomized trial with unequal cluster sizes: practical issues involving continuous outcomes

  

No correction

Equal weights

Cluster size weights1

Minimum variance weights

Intraclass correlation coefficient (ρ)

Number of clusters in each arm (g)

Sample size

Empirical probabilities

Sample size

Empirical probabilities

Sample size

Empirical probabilities

Sample size

Empirical probabilities

   

Type I error

Power

 

Type I error

Power

 

Type I error

Power

 

Type I error

Power

0.005

5

89

0.0256

0.6250

288

0.0536

0.9330

111

0.0270

0.7156

108

0.0324

0.6906

 

10

73

0.0352

0.7090

236

0.0528

0.9768

79

0.0306

0.7370

79

0.0306

0.7370

 

20

67

0.0334

0.7322

218

0.0470

0.9912

70

0.0390

0.7524

70

0.0390

0.7524

 

40

65

0.0382

0.7518

210

0.0394

0.9970

66

0.0400

0.7558

66

0.0400

0.7558

0.02

5

119

0.0674

0.6262

387

0.1072

0.8642

-

-

-

256

0.0954

0.7946

 

10

81

0.0550

0.6910

261

0.0900

0.9346

127

0.0654

0.7990

115

0.0672

0.7856

 

20

70

0.0460

0.7056

226

0.0684

0.9752

83

0.0492

0.7680

82

0.0482

0.7680

 

40

66

0.0422

0.7328

212

0.0534

0.9908

71

0.0390

0.7540

71

0.0390

0.7540

0.05

5

423

0.0768

0.6808

1375

0.0578

0.8130

-

-

-

1311

0.0556

0.7962

 

10

103

0.0770

0.6342

335

0.0824

0.8600

-

-

-

230

0.0920

0.7952

 

20

76

0.0528

0.6620

245

0.0652

0.9284

136

0.0706

0.8252

115

0.0628

0.7872

 

40

67

0.0516

0.7026

217

0.0590

0.9712

83

0.0578

0.7694

81

0.0488

0.7772

0.15

10

213

0.0730

0.6394

691

0.0548

0.8042

-

-

-

631

0.0572

0.8002

 

20

89

0.0674

0.6276

290

0.0644

0.8646

-

-

-

193

0.0638

0.7888

 

40

70

0.0536

0.6641

225

0.0564

0.9316

122

0.0506

0.8208

104

0.0578

0.7838

  1. 1In some cases, 80% power was not reachable