TY - JOUR
T1 - Estimating the reproducibility of psychological science
AU - Open Science Collaboration
AU - Aarts, Alexander A.
AU - Anderson, Joanna E.
AU - Anderson, Christopher J.
AU - Attridge, Peter R.
AU - Attwood, Angela
AU - Axt, Jordan
AU - Babel, Molly
AU - Bahnik, Stepan
AU - Baranski, Erica
AU - Barnett-Cowan, Michael
AU - Bartmess, Elizabeth
AU - Beer, Jennifer
AU - Bell, Raoul
AU - Bentley, Heather
AU - Beyan, Leah
AU - Binion, Grace
AU - Borsboom, Denny
AU - Bosch, Annick
AU - Bosco, Frank A.
AU - Bowman, Sara D.
AU - Brandt, Mark
AU - Braswell, Erin
AU - Brohmer, Hilmar
AU - Brown, Benjamin T.
AU - Brown, Kristina
AU - Bruening, Jovita
AU - Calhoun-Sauls, Ann
AU - Callahan, Shannon P.
AU - Chagnon, Elizabeth
AU - Chandler, Jesse
AU - Chartier, Christopher R.
AU - Cheung, Felix
AU - Christopherson, Cody D.
AU - Cillessen, Linda
AU - Clay, Russ
AU - Cleary, Hayley
AU - Cloud, Mark D.
AU - Cohn, Michael
AU - Cohoon, Johanna
AU - Columbus, Simon
AU - Cordes, Andreas
AU - Costantini, Giulio
AU - Hartgerink, Chris
AU - Krijnen, Job
AU - Nuijten, Michèle
AU - Veer, Anna E. van 't
AU - Aert, Robbie Van
AU - van Assen, Marcel
AU - Rahal, Rima-Maria
PY - 2015
Y1 - 2015
N2 - 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.
AB - 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.
UR - https://science.sciencemag.org/content/349/6251/aac4716.abstract
U2 - 10.1126/science.aac4716
DO - 10.1126/science.aac4716
M3 - Journal article
SN - 0036-8075
VL - 349
JO - Science
JF - Science
IS - 6251
ER -