Statistics in Medicine · 1987 · 1.1K citations · 37 references
Public HealthBiostatisticsClinical SciencesEpidemiologic MethodsEvidence-based PracticeExperimental DesignClinical TrialsRandomized Comparative TrialsRandomized Controlled TrialsStudy DesignSubgroup AnalysisComparative Clinical TrialsDesign CriteriaHybrid Trial DesignMulticenter Clinical TrialsMulticenter TrialsRandomized Clinical Trials
Combining data from multiple studies is common, yet no method adequately specifies which studies should be pooled, making this a major methodological limitation that requires careful consideration. The authors aim to establish basic design criteria that enable multicentre and multicountry trials to be more easily combined, requiring substantial scientific input on study selection. The authors identify that the lack of clear criteria for selecting studies to combine is the most serious methodological limitation.
Methods for combining data from several studies exist and appear to be quite useful. None satisfactorily addresses the question of what studies should be combined. This issue is the most serious methodological limitation. Even studies with statistically significant interaction might still be combined if the effect were in the same direction. Thus, substantial scientific input is required as to what criteria must be met by each potential study. Much can be learned from combining or pooling data but it must be done cautiously. Pooling exercises do not replace well designed prospective clinical trials. Efforts for establishing basic design criteria to allow for multicentre and multicountry trials to be more easily combined might be useful.
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Statistical Methods in Medical Research.
P. Armitage · Biometrics · 1972 · 4.1K citations
Some Methods for Strengthening the Common χ 2 Tests
William G. Cochran · Biometrics · 1954 · 3.7K citations