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In the case of missing data, trials as well as corresponding matched trials were excluded from further analysis.
Of those that reported missing data, trials that used complete case analysis decreased from 65%to45%95 (95% CI for difference -36% to -3%; P = 0.02).
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There are many important practical examples of such settings, including missing data, sequential trials, and informative cluster size.
Information on missing data in trials would need to be provided as it is crucial for the understanding of their influence on outcome, efficacy, and effectiveness of proposed interventions.
The researchers, however, had to increase their efforts to collect the meantime follow-up results in order to be able to establish the effectiveness of the intervention systematically, as missing data in trials entails a validity problem for analysing the ultimate estimate of effect.
Main outcome measures were: compliance (the extent the trial protocol was adhered to), recruitment (target 50 patients), attrition and missing data rates; trial outcomes were Palliative Care Outcome Scale and MS Impact Scale.
There were few missing data for trial participants (tables 1 and 2).
While it is possible that those trials that did not report prevention attempts did, in fact, employ them, it may be that researchers need to give more consideration to missing data during trial design and conduct.
Assuming 75 completers per condition after attrition or exclusion due to missing data, the trial is capable of detecting an intervention effect of a change of 4 or more points on the SF36 PCS with statistical power in excess of 0.83 at two-sided significance level of 0.05, or 0.90 at one-sided significance level of 0.05.
Effectiveness trials often have higher rates of missing data than efficacy trials.
Little's Missing Completely at Random (MCAR) test revealed no systematic pattern of missing data across the trials.
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