The Confidence Database
Dobromir Rahnev
(1)
,
Kobe Desender
(2, 3)
,
Alan Lee
(4)
,
William Adler
(5)
,
David Aguilar-Lleyda
(6)
,
Başak Akdoğan
(7)
,
Polina Arbuzova
(8, 9)
,
Lauren Atlas
(10)
,
Fuat Balci
(11)
,
Ji Won Bang
(12)
,
Indrit Bègue
(13)
,
Damian Birney
(14)
,
Timothy Brady
(15)
,
Joshua Calder-Travis
(16)
,
Andrey Chetverikov
(17)
,
Torin Clark
(18)
,
Karen Davranche
(19)
,
Rachel Denison
(5)
,
Troy Dildine
(10)
,
Kit Double
(20)
,
Yalçin Duyan
(11)
,
Nathan Faivre
(21)
,
Kaitlyn Fallow
(22)
,
Elisa Filevich
(8, 9)
,
Thibault Gajdos
(19)
,
Regan Gallagher
(23, 24)
,
Vincent de Gardelle
(25, 26, 6)
,
Sabina Gherman
(27, 28)
,
Nadia Haddara
(1)
,
Marine Hainguerlot
(29)
,
Tzu-Yu Hsu
(30)
,
Xiao Hu
(31)
,
Iñaki Iturrate
(10)
,
Matt Jaquiery
(16)
,
Justin Kantner
(32)
,
Marcin Koculak
(33)
,
Mahiko Konishi
(34, 6)
,
Christina Koss
(8, 9)
,
Peter Kvam
(35)
,
Sze Chai Kwok
(36, 37)
,
Maël Lebreton
(38)
,
Karolina Lempert
(39)
,
Chien Ming Lo
(30)
,
Liang Luo
(40)
,
Brian Maniscalco
(41)
,
Antonio Martin
(30)
,
Sébastien Massoni
(42)
,
Julian Matthews
(43)
,
Audrey Mazancieux
(21)
,
Daniel Merfeld
(44)
,
Denis O’hora
(45)
,
Eleanor Palser
(46, 47)
,
Borysław Paulewicz
(48)
,
Michael Pereira
(49)
,
Caroline Peters
(8, 9)
,
Marios Philiastides
(27)
,
Gerit Pfuhl
(50)
,
Fernanda Prieto
(51)
,
Manuel Rausch
(52)
,
Samuel Recht
(53)
,
Gabriel Reyes
(51)
,
Marion Rouault
(54)
,
Jérôme Sackur
(55, 54)
,
Saeedeh Sadeghi
(56)
,
Jason Samaha
(57)
,
Tricia Seow
(58)
,
Medha Shekhar
(1)
,
Maxine Sherman
(59, 60)
,
Marta Siedlecka
(33)
,
Zuzanna Skóra
(33)
,
Chen Song
(61)
,
David Soto
(62, 63)
,
Sai Sun
(64, 65)
,
Jeroen van Boxtel
(66, 67)
,
Shuo Wang
(68)
,
Christoph Weidemann
(69)
,
Gabriel Weindel
(19)
,
Michał Wierzchoń
(33)
,
Xinming Xu
(70)
,
Qun Ye
(70)
,
Jiwon Yeon
(1)
,
Futing Zou
(70)
,
Ariel Zylberberg
(71)
1
Georgia Institute of Technology [Atlanta]
2 UKE - Universitaetsklinikum Hamburg-Eppendorf = University Medical Center Hamburg-Eppendorf [Hamburg]
3 UGENT - Universiteit Gent = Ghent University = Université de Gand
4 Lingnan Normal University
5 Department of Psychology and Center for Neural Science, New York University, New York, NY, USA
6 CES - Centre d'économie de la Sorbonne
7 Columbia University [New York]
8 Bernstein Center for Computational Neuroscience [Berlin]
9 HU Berlin - Humboldt-Universität zu Berlin = Humboldt University of Berlin = Université Humboldt de Berlin
10 NIH - National Institutes of Health [Bethesda, MD, USA]
11 Koç University
12 NYU - New York University School of Medicine
13 Geneva University Hospitals and University of Geneva
14 The University of Sydney
15 Psycho - UC San Diego - Department of Psychology [Univ California San Diego]
16 Department of Experimental Psychology, University of Oxford, Oxford, UK
17 Donders Institute for Brain, Cognition and Behaviour
18 Smead Aerospace Engineering Sciences
19 LPC - Laboratoire de psychologie cognitive
20 Department of Education, University of Oxford
21 LPNC - Laboratoire de Psychologie et NeuroCognition
22 Department of Psychology, University of Victoria
23 School of Psychology, University of Queensland
24 VUPSY - Department of Experimental & Applied Psychology, Vrije Universiteit Amsterdam
25 CNRS - Centre National de la Recherche Scientifique
26 PSE - Paris School of Economics
27 University of Glasgow
28 The Feinstein Institute for Medical Research
29 Erasmus University Rotterdam
30 Graduate Institute of Mind, Brain and Consciousness, Taipei Medical University, Taipei, Taiwan
31 Capital Normal University [Beijing]
32 CSUN - California State University [Northridge]
33 UJ - Uniwersytet Jagielloński w Krakowie = Jagiellonian University
34 LSCP - Laboratoire de sciences cognitives et psycholinguistique
35 UF - University of Florida [Gainesville]
36 Key Laboratory of Brain Functional Genomics (MOE & STCSM), School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
37 Shanghai Key Laboratory of Magnetic Resonance, School of Physics and Materials Science, East China Normal University
38 Swiss Center for Affective Science
39 University of Pennsylvania
40 ENCICABEQ - Collaborative Innovation Center of Assessment toward Basic Education Quality, Beijing
41 Department of Bioengineering, University of California
42 BETA - Bureau d'Économie Théorique et Appliquée
43 School of Psychological Sciences, Monash University
44 OSU - The Ohio State University [Columbus]
45 NUI Galway - National University of Ireland [Galway]
46 UC San Francisco - University of California [San Francisco]
47 UCL - University College of London [London]
48 SWPS - SWPS University of Social Sciences and Humanities
49 EPFL - Ecole Polytechnique Fédérale de Lausanne
50 UiT - The Arctic University of Norway [Tromsø, Norway]
51 Universidad del Desarrollo
52 KU / CU - Katholische Universität Eichstätt-Ingolstadt [Deutschland] = Catholic University of Eichstätt-Ingolstadt [Germany] = Université catholique d'Eichstätt-Ingolstadt [Allemagne]
53 LSP - Laboratoire des systèmes perceptifs
54 DEC - Département d'Etudes Cognitives - ENS Paris
55 LIX - Laboratoire d'informatique de l'École polytechnique [Palaiseau]
56 Cornell University [New York]
57 UC Santa Cruz - University of California [Santa Cruz]
58 Trinity College Dublin
59 Sackler Ctr Consciousness Sci, Brighton, E Sussex
60 University of Sussex
61 Cardiff University
62 Basque Ctr Cognit Brain & Language, San Sebastian
63 Ikerbasque - Basque Foundation for Science
64 CALTECH, Div Biol, Pasadena
65 CALTECH, Div Computat & Neural Syst, Pasadena
66 Monash University [Melbourne]
67 University of Canberra
68 West Virginia University [Morgantown]
69 Swansea University
70 ECNU - East China Normal University [Shangaï]
71 University of Rochester [USA]
2 UKE - Universitaetsklinikum Hamburg-Eppendorf = University Medical Center Hamburg-Eppendorf [Hamburg]
3 UGENT - Universiteit Gent = Ghent University = Université de Gand
4 Lingnan Normal University
5 Department of Psychology and Center for Neural Science, New York University, New York, NY, USA
6 CES - Centre d'économie de la Sorbonne
7 Columbia University [New York]
8 Bernstein Center for Computational Neuroscience [Berlin]
9 HU Berlin - Humboldt-Universität zu Berlin = Humboldt University of Berlin = Université Humboldt de Berlin
10 NIH - National Institutes of Health [Bethesda, MD, USA]
11 Koç University
12 NYU - New York University School of Medicine
13 Geneva University Hospitals and University of Geneva
14 The University of Sydney
15 Psycho - UC San Diego - Department of Psychology [Univ California San Diego]
16 Department of Experimental Psychology, University of Oxford, Oxford, UK
17 Donders Institute for Brain, Cognition and Behaviour
18 Smead Aerospace Engineering Sciences
19 LPC - Laboratoire de psychologie cognitive
20 Department of Education, University of Oxford
21 LPNC - Laboratoire de Psychologie et NeuroCognition
22 Department of Psychology, University of Victoria
23 School of Psychology, University of Queensland
24 VUPSY - Department of Experimental & Applied Psychology, Vrije Universiteit Amsterdam
25 CNRS - Centre National de la Recherche Scientifique
26 PSE - Paris School of Economics
27 University of Glasgow
28 The Feinstein Institute for Medical Research
29 Erasmus University Rotterdam
30 Graduate Institute of Mind, Brain and Consciousness, Taipei Medical University, Taipei, Taiwan
31 Capital Normal University [Beijing]
32 CSUN - California State University [Northridge]
33 UJ - Uniwersytet Jagielloński w Krakowie = Jagiellonian University
34 LSCP - Laboratoire de sciences cognitives et psycholinguistique
35 UF - University of Florida [Gainesville]
36 Key Laboratory of Brain Functional Genomics (MOE & STCSM), School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
37 Shanghai Key Laboratory of Magnetic Resonance, School of Physics and Materials Science, East China Normal University
38 Swiss Center for Affective Science
39 University of Pennsylvania
40 ENCICABEQ - Collaborative Innovation Center of Assessment toward Basic Education Quality, Beijing
41 Department of Bioengineering, University of California
42 BETA - Bureau d'Économie Théorique et Appliquée
43 School of Psychological Sciences, Monash University
44 OSU - The Ohio State University [Columbus]
45 NUI Galway - National University of Ireland [Galway]
46 UC San Francisco - University of California [San Francisco]
47 UCL - University College of London [London]
48 SWPS - SWPS University of Social Sciences and Humanities
49 EPFL - Ecole Polytechnique Fédérale de Lausanne
50 UiT - The Arctic University of Norway [Tromsø, Norway]
51 Universidad del Desarrollo
52 KU / CU - Katholische Universität Eichstätt-Ingolstadt [Deutschland] = Catholic University of Eichstätt-Ingolstadt [Germany] = Université catholique d'Eichstätt-Ingolstadt [Allemagne]
53 LSP - Laboratoire des systèmes perceptifs
54 DEC - Département d'Etudes Cognitives - ENS Paris
55 LIX - Laboratoire d'informatique de l'École polytechnique [Palaiseau]
56 Cornell University [New York]
57 UC Santa Cruz - University of California [Santa Cruz]
58 Trinity College Dublin
59 Sackler Ctr Consciousness Sci, Brighton, E Sussex
60 University of Sussex
61 Cardiff University
62 Basque Ctr Cognit Brain & Language, San Sebastian
63 Ikerbasque - Basque Foundation for Science
64 CALTECH, Div Biol, Pasadena
65 CALTECH, Div Computat & Neural Syst, Pasadena
66 Monash University [Melbourne]
67 University of Canberra
68 West Virginia University [Morgantown]
69 Swansea University
70 ECNU - East China Normal University [Shangaï]
71 University of Rochester [USA]
Dobromir Rahnev
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David Aguilar-Lleyda
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Karen Davranche
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Nathan Faivre
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Thibault Gajdos
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Vincent de Gardelle
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Mahiko Konishi
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Maël Lebreton
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Sébastien Massoni
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Gerit Pfuhl
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Jérôme Sackur
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David Soto
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Shuo Wang
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Gabriel Weindel
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Résumé
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.
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