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The Confidence Database

Rahnev, Dobromir and Sun, Sai (2020) The Confidence Database. Nature Human Behaviour, 4 (3). pp. 317-325. ISSN 2397-3374. https://resolver.caltech.edu/CaltechAUTHORS:20200212-110000147

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Abstract

Understanding how people rate their confidence is critical for the characterization of a wide range of perceptual, memory, motor and cognitive processes. To enable the continued exploration of these processes, we created a large database of confidence studies spanning a broad set of paradigms, participant populations and fields of study. The data from each study are structured in a common, easy-to-use format that can be easily imported and analysed using multiple software packages. Each dataset is accompanied by an explanation regarding the nature of the collected data. At the time of publication, the Confidence Database (which is available at https://osf.io/s46pr/) contained 145 datasets with data from more than 8,700 participants and almost 4 million trials. The database will remain open for new submissions indefinitely and is expected to continue to grow. Here we show the usefulness of this large collection of datasets in four different analyses that provide precise estimations of several foundational confidence-related effects.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.1038/s41562-019-0813-1DOIArticle
https://rdcu.be/b1BpzPublisherFree ReadCube access
https://osf.io/s46prRelated ItemConfidence Database and Code
https://doi.org/10.31234/osf.io/h8tjuDOIDiscussion Paper
ORCID:
AuthorORCID
Rahnev, Dobromir0000-0002-5265-2559
Additional Information:© 2020 Springer Nature Limited. Received 06 August 2019; Accepted 11 December 2019; Published 03 February 2020. The organization of the Confidence Database was supported by the National Institute of Mental Health under award number R56MH119189 to D.R. The funder had no role in study design, data collection and analysis, decision to publish or preparation of the manuscript. Data availability: The Confidence Database is available at https://osf.io/s46pr/. Code availability: Codes reproducing all analyses in this paper are available at https://osf.io/s46pr/. Author Contributions: The Confidence Database was conceived and organized by D.R., who also drafted the paper. K. Desender, A.L.F.L. and D.R. performed the analyses. D.R., K. Davranche, A.L.F.L., W.T.A., D.A.-L., B.A., P.A., L.Y.A., F.B., J.W.B., I.B., D.P.B., T.F.B., J.C.-T., A.C., T.K.C., K.S.D., R.N.D., T.C.D., K.S.D., Y.A.D., N.F., K.F., E.F., T.G., R.M.G., V.d.G., S.G., N.H., M.H., T.-Y.H., X.H., I.I., M.J., J.K., M. Koculak, M. Konishi, C.K., P.D.K., S.C.K., M.L., K.M.L., C.M.L., L.L., B.M., A. Martin, S.M., J.M., A. Mazancieux, D.M.M., D.O., E.R.P., B.P., M.P., C.P., M.G.P., G.P., F.P., M. Rausch, S.R., G.R., M. Rouault, J. Sackur, S. Sadeghi, J. Samaha, T.X.F.S., M. Shekhar, M.T.S., M. Siedlecka, Z.S., C.S., D.S., S. Sun, J.J.A.v.B., S.W., C.T.W., G.W., M.W., X.X., Q.Y., J.Y., F.Z. and A.Z. contributed to the database. All of the contributors at the time of publication are listed as authors in alphabetical order except for the first three authors. All of the authors edited and approved the final version of the manuscript. The authors declare no competing interests.
Funders:
Funding AgencyGrant Number
NIHR56MH119189
Subject Keywords:Human behaviour; Psychology
Issue or Number:3
Record Number:CaltechAUTHORS:20200212-110000147
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20200212-110000147
Official Citation:Rahnev, D., Desender, K., Lee, A.L.F. et al. The Confidence Database. Nat Hum Behav 4, 317–325 (2020). https://doi.org/10.1038/s41562-019-0813-1
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:101241
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:12 Feb 2020 19:40
Last Modified:17 Mar 2020 19:49

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