%0 Journal Article
%A Hardwicke, Tom E.
%A Bohn, Manuel
%A MacDonald, Kyle
%A Hembacher, Emily
%A Nuijten, Michèle B.
%A Peloquin, Benjamin N.
%A deMayo, Benjamin E.
%A Long, Bria
%A Yoon, Erica J.
%A Frank, Michael C.
%+ Department of Comparative Cultural Psychology, Max Planck Institute for Evolutionary Anthropology, Max Planck Society
%T Analytic reproducibility in articles receiving open data badges at the journal Psychological Science: An observational study : 
%G eng
%U https://hdl.handle.net/21.11116/0000-0007-E380-7
%R 10.1098/rsos.201494
%7 2021-01-06
%D 2021
%8 06.01.2021
%* Review method: peer-reviewed
%X For any scientific report, repeating the original analyses upon the original data should yield the original outcomes. We evaluated analytic reproducibility in 25 Psychological Science articles awarded open data badges between 2014 and 2015. Initially, 16 (64%, 95% confidence interval [43,81]) articles contained at least one ‘major numerical discrepancy' (>10% difference) prompting us to request input from original authors. Ultimately, target values were reproducible without author involvement for 9 (36% [20,59]) articles; reproducible with author involvement for 6 (24% [8,47]) articles; not fully reproducible with no substantive author response for 3 (12% [0,35]) articles; and not fully reproducible despite author involvement for 7 (28% [12,51]) articles. Overall, 37 major numerical discrepancies remained out of 789 checked values (5% [3,6]), but original conclusions did not appear affected. Non-reproducibility was primarily caused by unclear reporting of analytic procedures. These results highlight that open data alone is not sufficient to ensure analytic reproducibility.
%K Reproducibility; Open data; Open science; Open badges; Meta-research; Journal policy
%J Royal Society Open Science
%V 8
%N 1
%] 201494
%I The Royal Society Publishing
%@ 2054-57032054-5703
%U https://rs.figshare.com/collections/Supplementary_material_from_Analytic_reproducibility_in_articles_receiving_open_data_badges_at_psychological_science_an_observational_study_/5249529https://osf.io/preprints/metaarxiv/h35wt/