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Table 2 Description of unexplained discrepancies (N = 89)

From: Evidence of unexplained discrepancies between planned and conducted statistical analyses: a review of randomised trials

Unexplained changes

N (%)

Analysis population

 Changed set of patients included by specifying additional exclusions

12 (13%)

Analysis model

 Changed model

13 (15%)

 Changed method of selecting analysis model

2 (2%)

Covariates

 Changed from unadjusted to adjusted analysis

7 (8%)

 Changed from adjusted to unadjusted analysis

4 (4%)

 Changed set of covariates included in analysis

5 (6%)

Missing data

 Changed from complete case to multiple imputation

1 (1%)

 Changed imputation strategy

2 (2%)

Unexplained additions

Analysis population

 Not mentioned in the original analysis plan

8 (9%)

 Incomplete detail given in the original analysis plan

7 (8%)

 Allowed analyst to subjectively choose analysis population based on the trial dataset

1 (1%)

Analysis model

 Not mentioned in the original analysis plan

5 (6%)

 Incomplete detail given in the original analysis plan

5 (6%)

 Allowed analyst to subjectively choose analysis model based on the trial dataset

7 (8%)

Covariates

 Not mentioned in the original analysis plan

2 (2%)

 Incomplete detail given in the original analysis plan

2 (2%)

 Allowed analyst to subjectively choose covariates based on the trial dataset

3 (3%)

Missing data

 Not mentioned in the original analysis plan

9 (10%)

 Incomplete detail given in the original analysis plan

3 (3%)

 Allowed analyst to subjectively choose missing data approach based on the trial dataset

1 (1%)