On the Reproducibility of Meta-Analyses 1 1 RUNNING HEAD: ON THE REPRODUCIBILITY OF META-ANALYSES 2 3 4 On the Reproducibility of Meta-Analyses: Six Practical Recommendations 5 6 Daniël Lakens 7 Eindhoven University of Technology 8 Joe Hilgard 9 University of Missouri - Columbia 10 Janneke Staaks 11 University of Amsterdam 12 13 In Press, BMC Psychology 14 15 Word Count: 6371 16 17 Keywords: Meta-Analysis; Reproducibility; Open Science; Reporting Guidelines 18 19 Author Note: Correspondence can be addressed to Daniël Lakens, Human Technology 20 Interaction Group, IPO 1.33, PO Box 513, 5600MB Eindhoven, The Netherlands. E-mail: 21
[email protected]. We would like to thank Bianca Kramer for feedback on a previous draft 22 of this manuscript. 23 24 Competing Interests: The authors declared that they had no competing interest with respect 25 to their authorship or the publication of this article. 26 27 Author Contributions: All authors contributed writing this manuscript. DL drafted the 28 manuscript, DL, JH, and JS revised the manuscript. All authors read and approved the final 29 manuscript. 30 31 Email Addresses: D. Lakens:
[email protected] 32 Joe Hilgard:
[email protected] 33 Janneke Staaks:
[email protected] On the Reproducibility of Meta-Analyses 2 34 Abstract 35 Background 36 Meta-analyses play an important role in cumulative science by combining information 37 across multiple studies and attempting to provide effect size estimates corrected for 38 publication bias. Research on the reproducibility of meta-analyses reveals that errors are 39 common, and the percentage of effect size calculations that cannot be reproduced is much 40 higher than is desirable.