Hc. Kraemer et al., ADVANTAGES OF EXCLUDING UNDERPOWERED STUDIES IN METAANALYSIS - INCLUSIONIST VERSUS EXCLUSIONIST VIEWPOINTS, Psychological methods, 3(1), 1998, pp. 23-31
The authors propose that meta-analysts explicitly specify their resear
ch question and their standards for adequate studies to be included, u
sing whatever standards they would have applied had they been asked to
peer-review the individual studies for funding. Such a proposal corre
sponds to previous ones with regard to considerations of sampling, mea
surement, design, and analysis adequacy, but the authors of this study
extend the proposal to the inclusion of the definition of adequate po
wer. They show that if adequate power is defined and then used in revi
ewing studies for inclusion in a meta-analysis, excluding those that a
re by the meta-analysts' own criterion ''underpowered,'' this strategy
would go far toward removing bias due to the ''file-drawer problem''
and resulting misleading research conclusions.