A weakness of a meta-analysis as a form of secondary data is that they may be prone to publication bias as the researcher may not select all relevant studies, choosing to leave out those studies with negative or non-significant results. Therefore the data from the meta-analysis will be biased because it only represents some of the relevant data and incorrect conclusions are drawn