Hattie, J. (2009). Visible Learning: A Synthesis of over 800 Meta Analyses relating to Achievement. London: Routledge.
It is a sample on using meta-analyses with remarks on problems or criticism of meta-analyses and discussion on attempts tried and major overall findings.
“A common criticism is that it combines “apples and oranges” and such combining of many seemingly disparate studies is fraught with difficulties … Glass argued that “The question of ‘sameness’ is not an priori question at all; apart from being a logical impossibility, it is an empirical question” (Glass, 2000, p.2) “No two studies are the same and the only question of interest is how they vary across the factors we conceived as important.”
Cronbach (1982) criticized the emphasis on “big facts” of meta-analysis and inability in explaining the complexity or inappropriateness in seeking moderators.
Meta-analysis was also criticized in its base on past studies or historical claims with which future is not so bound.
Eysenck (1984) criticized certain low quality studies as “garbage in – garbage out”.