The methodological quality of individual participant data meta-analysis on intervention effects: systematic review

Review of 323 of these meta-analyses noted methodological quality was unsatisfactory, especially in assessing and accounting for risk of bias, establishing an a priori protocol, assessing & considering potential of publication bias, & conducting a comprehensive literature search.

British Medical Journal