Estimating the reproducibility of psychological science
Science 349(6251)
Article 2015 English
Authors
AA
Alexander A. Aarts
JA
Joanna E. Anderson
CA
Christopher Anderson
Abstract
1 min read
Reproducibility is a defining feature of science, but the extent to which it characterizes current research is unknown. We conducted replications of 100 experimental and correlational studies published in three psychology journals using high-powered designs and original materials when available. Replication effects were half the magnitude of original effects, representing a substantial decline. Ninety-seven percent of original studies had statistically significant results. Thirty-six percent of replications had statistically significant results; 47% of original effect sizes were in the 95% confidence interval of the replication effect size; 39% of effects were subjectively rated to have replicated the original result; and if no bias in original results is assumed, combining original and replication results left 68% with statistically significant effects. Correlational tests suggest that replication success was better predicted by the strength of original evidence than by characteristics of the original and replication teams.
Kelly D. Cobey, Christophe A. Fehlmann, Marina Christ Franco, Ana Patricia Ayala, Lindsey Sikora, Danielle B. Rice, Chenchen Xu, John P A Ioannidis, Manoj M. Lalu, Alixe Ménard, Andrew Neitzel, Phuong Minh Nguyen, Nino Tsertsvadze, David Moher
Kelly D. Cobey, Christophe A. Fehlmann, Marina Christ Franco, Ana Patricia Ayala, Lindsey Sikora, Danielle B. Rice, Chenchen Xu, John P A Ioannidis, Manoj M. Lalu, Alixe Ménard, Andrew Neitzel, Bea Nguyen, Nino Tsertsvadze, David Moher
Matthew J. Page, David Moher, Fiona Fidler, Julian P. T. Higgins, Sue Brennan, Neal Haddaway, Daniel G. Hamilton, Raju Kanukula, Sathya Karunananthan, Lara Maxwell, Steve McDonald, Shinichi Nakagawa, David Nunan, Peter Tugwell, Vivian Welch, Joanne E. McKenzie
Εvangelos Εvangelou, Demetrius M. Maraganore, Grazia Annesi, Laura Brighina, Alexis Brice, Alexis Elbaz, Carlo Ferrarese, Georgios M. Hadjigeorgiou, Rejko Krueger, Jean‐Charles Lambert, Suzanne Lesage, Katerina Markopoulou, George D. Mellick, Bram Meeus, Nancy L. Pedersen, Aldo Quattrone, Christine Van Broeckhoven, Manu Sharma, Peter A. Silburn, Eng‐King Tan, Karin Wirdefeldt, John P A Ioannidis
Discussion(0)
No comments yet. Be the first to comment.