AI-assisted teams outperform AI-led teams but not human-only teams in assessing research reproducibility in quantitative social science

Journal:
Proceedings of the National Academy of Sciences of the United States of America
Published:
Affiliations:
257
Authors:
272
Institutions Authors Share
University of Ottawa (uOttawa), Canada
15.666667
15.666667
0.06
Tilburg University, Netherlands
14.333333
14.333333
0.05
The University of Sheffield, United Kingdom (UK)
11.500000
11.500000
0.04
Carleton University, Canada
10.500000
10.500000
0.04
Cornell University, United States of America (USA)
7.000000
0.03
University of Oxford, United Kingdom (UK)
6.000000
0.02
The University of Nottingham (UoN), United Kingdom (UK)
4.333333
0.02
University of York, United Kingdom (UK)
4.333333
0.02
University of Toronto (U of T), Canada
4.000000
0.01
Universidad del Rosario, Colombia
4.000000
0.01
Norwegian School of Economics (NHH), Norway
4.000000
0.01
Vienna University of Economics and Business (WU), Austria
3.500000
0.01
Bank of Canada, Canada
3.500000
0.01
Los Andes University, Colombia
3.000000
0.01
International School of Management University of Management and Economics, Lithuania
3.000000
0.01
University of Lausanne (UNIL), Switzerland
3.000000
0.01
Free University of Berlin (FU Berlin), Germany
3.000000
0.01
University of Oslo (UiO), Norway
3.000000
0.01
University of Birmingham, United Kingdom (UK)
2.833333
0.01
Swiss Federal Institute of Technology Zurich (ETH Zurich), Switzerland
2.500000
0.01
University of Cambridge, United Kingdom (UK)
2.500000
0.01
The University of Manchester (UoM), United Kingdom (UK)
2.500000
0.01
University of Calgary (U of C), Canada
2.500000
0.01
University of Kassel, Germany
2.333333
0.01
University College Dublin (UCD), Ireland
2.166667
0.01
Leibniz Institute for Economic Research (RWI Essen), Germany
2.000000
0.01
Karlstad University (KAU), Sweden
2.000000
0.01
Nazarbayev University (NU), Kazakhstan
2.000000
0.01
Michael Okpara University of Agriculture, Nigeria
2.000000
0.01
Harvard University, United States of America (USA)
2.000000
0.01
King's College London (KCL), United Kingdom (UK)
2.000000
0.01
Toronto Metropolitan University (TMU), Canada
2.000000
0.01
Ludwig Maximilians University of Munich (LMU), Germany
2.000000
0.01
University of Milano-Bicocca (UNIMIB), Italy
2.000000
0.01
University of California, Davis (UC Davis), United States of America (USA)
2.000000
0.01
National University of Singapore (NUS), Singapore
2.000000
0.01
Hasselt University (UHasselt), Belgium
1.833333
0.01
University of Zurich (UZH), Switzerland
1.500000
0.01
UCL, United Kingdom (UK)
1.500000
0.01
Laval University (UL), Canada
1.500000
0.01
Linnaeus University (LNU), Sweden
1.500000
0.01
The World Bank, United States of America (USA)
1.500000
0.01
McMaster University, Canada
1.500000
0.01
University of Liège (ULg), Belgium
1.500000
0.01
University of Turku (UTU), Finland
1.500000
0.01
University of Basel (UB), Switzerland
1.333333
0.00
Stanford University, United States of America (USA)
1.333333
0.00
The University of Melbourne (UniMelb), Australia
1.000000
0.00
Statistics Canada, Canada
1.000000
0.00
Centre for the Governance of AI (GovAI UK), United Kingdom (UK)
1.000000
0.00
The University of Sydney (USYD), Australia
1.000000
0.00
Macquarie University, Australia
1.000000
0.00
Massachusetts Institute of Technology (MIT), United States of America (USA)
1.000000
0.00
Technical University of Munich (TUM), Germany
1.000000
0.00
non-affiliated author contributions, Iran
1.000000
0.00
University of Ghana, Ghana
1.000000
0.00
Temple University, United States of America (USA)
1.000000
0.00
Linköping University (LiU), Sweden
1.000000
0.00
University of Southampton (Soton), United Kingdom (UK)
1.000000
0.00
Atma Jaya Catholic University of Indonesia, Indonesia
1.000000
0.00
University of Sierra Leone (USL), Sierra Leone
1.000000
0.00
University of Montreal (UdeM), Canada
1.000000
0.00
Hong Kong Baptist University (HKBU), China
1.000000
0.00
University of Technology Sydney (UTS), Australia
1.000000
0.00
Wilfrid Laurier University (WLU), Canada
1.000000
0.00
Beijing Normal University (BNU), China
1.000000
0.00
National Institute of Science Education and Research (NISER), India
1.000000
0.00
Netherlands Interdisciplinary Demographic Institute (NIDI), Netherlands
1.000000
0.00
State University of New York at Binghamton (SUNY Binghamton), United States of America (USA)
1.000000
0.00
Université Paris Dauphine - PSL, France
1.000000
0.00
Stockholm University, Sweden
1.000000
0.00
American University in Cairo (AUC), Egypt
1.000000
0.00
University of St. Gallen (UNISG), Switzerland
1.000000
0.00
Monash University, Australia
1.000000
0.00
Victoria University of Wellington (Victoria), New Zealand
1.000000
0.00
Masaryk University (MU), Czech Republic
1.000000
0.00
VU Amsterdam, Netherlands
1.000000
0.00
Tinbergen Institute (TI), Netherlands
1.000000
0.00
Heriot-Watt University, United Kingdom (UK)
1.000000
0.00
European University Institute (EUI), Italy
1.000000
0.00
Adolfo Ibáñez University (UAI), Chile
1.000000
0.00
Deakin University, Australia
1.000000
0.00
University of Magna Graecia (UMG), Italy
1.000000
0.00
MIT McGovern Institute for Brain Research (MIBR), United States of America (USA)
1.000000
0.00
University of California, San Diego (UC San Diego), United States of America (USA)
1.000000
0.00
Leiden University, Netherlands
1.000000
0.00
Autonomous University of Barcelona (UAB), Spain
1.000000
0.00
The University of Alabama (UA), United States of America (USA)
1.000000
0.00
University of Warsaw (UW), Poland
1.000000
0.00
University of Guelph, Canada
1.000000
0.00
Yale University, United States of America (USA)
1.000000
0.00
Australian National University (ANU), Australia
1.000000
0.00
Renmin University of China (RUC), China
1.000000
0.00
The University of Tokyo (UTokyo), Japan
1.000000
0.00
University of San Diego, United States of America (USA)
1.000000
0.00
University of Cagliari (UNICA), Italy
1.000000
0.00
Pontificia Universidad Javeriana, Colombia
1.000000
0.00
Durham University, United Kingdom (UK)
1.000000
0.00
University of Minnesota (UMN), United States of America (USA)
1.000000
0.00
Universidad EAFIT, Colombia
1.000000
0.00
Martin Luther University Halle-Wittenberg (MLU), Germany
1.000000
0.00
University of Southern California (USC), United States of America (USA)
1.000000
0.00
Equalis Capital, France
1.000000
0.00
Rice University, United States of America (USA)
1.000000
0.00
Krea University, India
1.000000
0.00
Dilla University, Ethiopia
1.000000
0.00
Cardinal Stefan Wyszyński University in Warsaw (UKSW), Poland
1.000000
0.00
University of Göttingen, Germany
1.000000
0.00
University of Navarra (UNAV), Spain
1.000000
0.00
Southern Methodist University (SMU), United States of America (USA)
1.000000
0.00
Erasmus University Rotterdam (EUR), Netherlands
1.000000
0.00
University of Osnabrück (Uni Osnabrück), Germany
1.000000
0.00
University of Houston (UH), United States of America (USA)
1.000000
0.00
Lake Forest College, United States of America (USA)
1.000000
0.00
Bielefeld University, Germany
1.000000
0.00
State University of New York at Albany (SUNY Albany), United States of America (USA)
1.000000
0.00
University of Michigan (U-M), United States of America (USA)
1.000000
0.00
Unjournal, United States of America (USA)
1.000000
0.00
City St George's, University of London, United Kingdom (UK)
1.000000
0.00
University of Insubria, Italy
1.000000
0.00
University of Essex, United Kingdom (UK)
1.000000
0.00
University of Regensburg (UR), Germany
1.000000
0.00
Dongbei University of Finance and Economics (DUFE), China
1.000000
0.00
Clemson University, United States of America (USA)
1.000000
0.00
Queensland Department of Primary Industries, Australia
1.000000
0.00
International Monetary Fund (IMF), United States of America (USA)
1.000000
0.00
Scotland's Rural College (SRUC), United Kingdom (UK)
1.000000
0.00
Birkbeck, University of London (BBK), United Kingdom (UK)
1.000000
0.00
Vanderbilt University (VU), United States of America (USA)
1.000000
0.00
Princeton University, United States of America (USA)
1.000000
0.00
ESSCA School of Management, France
1.000000
0.00
Warsaw School of Economics (SGH), Poland
1.000000
0.00
Northwestern University (NU), United States of America (USA)
1.000000
0.00
Lancaster University, United Kingdom (UK)
1.000000
0.00
Nanjing Audit University, China
1.000000
0.00
Columbia University in the City of New York (CU), United States of America (USA)
1.000000
0.00
The Pennsylvania State University (Penn State), United States of America (USA)
1.000000
0.00
Research on Research Institute (RoRI), United Kingdom (UK)
0.500000
0.00
University of Texas Rio Grande Valley (UTRGV), United States of America (USA)
0.500000
0.00
University of East Anglia (UEA), United Kingdom (UK)
0.500000
0.00
The University of Warwick (Warwick), United Kingdom (UK)
0.500000
0.00
CEPR - UK, United Kingdom (UK)
0.500000
0.00
Maastricht University (UM), Netherlands
0.500000
0.00
The University of Chicago (UChicago), United States of America (USA)
0.500000
0.00
London School of Hygiene and Tropical Medicine (LSHTM), United Kingdom (UK)
0.500000
0.00
University of Leicester, United Kingdom (UK)
0.500000
0.00
The University of British Columbia (UBC), Canada
0.500000
0.00
Laboratoire d’Economie de Dauphine (LEDa), France
0.500000
0.00
Centre pour la recherche économique et ses applications (CEPREMAP), France
0.500000
0.00
Eötvös Loránd University (ELTE), Hungary
0.500000
0.00
Central European University (CEU), Austria
0.500000
0.00
Canadian Research Data Centre Network (CRDCN), Canada
0.500000
0.00
Institute for Futures Studies, Sweden
0.500000
0.00
University of Massachusetts Amherst (UMass Amherst), United States of America (USA)
0.500000
0.00
Center for Economic and Policy Research (CEPR), United States of America (USA)
0.500000
0.00
Research Institute of Industrial Economics (IFN), Sweden
0.500000
0.00
Barts Health NHS Trust, United Kingdom (UK)
0.500000
0.00
Queen Mary University of London (QMUL), United Kingdom (UK)
0.500000
0.00
University of Innsbruck (LFU), Austria
0.500000
0.00
Resources for the Future (RFF), United States of America (USA)
0.500000
0.00
Institute for Data Valorisation (IVADO), Canada
0.500000
0.00
Centre Inria d’Université Côte d’Azur, France
0.500000
0.00
Ghent University (UGent), Belgium
0.500000
0.00
New York University (NYU), United States of America (USA)
0.500000
0.00
University of Bonn (Uni Bonn), Germany
0.500000
0.00
College of Staten Island of The City University of New York (CUNY CSI), United States of America (USA)
0.500000
0.00
The City University of New York (CUNY), United States of America (USA)
0.500000
0.00
Leibniz Institute for Financial Research (SAFE), Germany
0.500000
0.00
National Chengchi University (CNCCU), Taiwan
0.500000
0.00
Aalto University, Finland
0.500000
0.00
The University of Queensland (UQ), Australia
0.500000
0.00
Swiss Finance Institute, Switzerland
0.500000
0.00
University of Coimbra (UC), Portugal
0.333333
0.00
University of Freiburg (Uni Freiburg), Germany
0.333333
0.00
University Hospital Basel (USB), UB, Switzerland
0.333333
0.00