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Marini M, Demichelis A, Menicagli D, Mancini G, Panizza F, Bilancini E, Cevolani G. I want to be safe: understanding the main drivers behind vaccination choice throughout the pandemic. BMC Public Health 2024; 24:1111. [PMID: 38649925 PMCID: PMC11036553 DOI: 10.1186/s12889-024-18511-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 04/03/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND Despite being a major advancement in modern medicine, vaccines face widespread hesitancy and refusal, posing challenges to immunization campaigns. The COVID-19 pandemic accentuated vaccine hesitancy, emphasizing the pivotal role of beliefs in efficacy and safety on vaccine acceptance rates. This study explores the influence of efficacy and safety perceptions on vaccine uptake in Italy during the pandemic. METHODS We administered a 70-item questionnaire to a representative sample of 600 Italian speakers. Participants were tasked with assessing the perceived effectiveness and safety of each vaccine dose, along with providing reasons influencing their vaccination choices. Additionally, we conducted an experimental manipulation, exploring the effects of four framing messages that emphasized safety and/or efficacy on participants' willingness to receive a hypothetical fourth vaccine dose. Furthermore, participants were asked about their level of trust in the scientific community and public authorities, as well as their use of different information channels for obtaining COVID-19-related information. RESULTS Our study reveals a dynamic shift in vaccine efficacy and safety perceptions throughout the COVID-19 pandemic, potentially influencing vaccination compliance. Initially perceived as more effective than safe, this assessment reversed by the time of the third dose. Beliefs regarding safety, rather than efficacy, played a significant role in anticipating future vaccinations (e.g., the booster dose). Safety-focused messages positively affected vaccination intent, while efficacy-focused messages showed limited impact. We also observed a changing trend in reasons for vaccination, with a decline in infection-related reasons and an increase in social related ones. Furthermore, trust dynamics evolved differently for public authorities and the scientific community. CONCLUSIONS Vaccine perception is a dynamic process shaped by evolving factors like efficacy and safety perceptions, trust levels, and individual motivations. Our study sheds light on the complex dynamics that underlie the perception of vaccine safety and efficacy, and their impact on willingness to vaccinate. We discuss these results in light of bounded rationality, loss aversion and classic utility theory.
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Affiliation(s)
- Marco Marini
- IMT School for Advanced Studies Lucca, Lucca, Italy.
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Azevedo F, Pavlović T, Rêgo GG, Ay FC, Gjoneska B, Etienne TW, Ross RM, Schönegger P, Riaño-Moreno JC, Cichocka A, Capraro V, Cian L, Longoni C, Chan HF, Van Bavel JJ, Sjåstad H, Nezlek JB, Alfano M, Gelfand MJ, Birtel MD, Cislak A, Lockwood PL, Abts K, Agadullina E, Aruta JJB, Besharati SN, Bor A, Choma BL, Crabtree CD, Cunningham WA, De K, Ejaz W, Elbaek CT, Findor A, Flichtentrei D, Franc R, Gruber J, Gualda E, Horiuchi Y, Huynh TLD, Ibanez A, Imran MA, Israelashvili J, Jasko K, Kantorowicz J, Kantorowicz-Reznichenko E, Krouwel A, Laakasuo M, Lamm C, Leygue C, Lin MJ, Mansoor MS, Marie A, Mayiwar L, Mazepus H, McHugh C, Minda JP, Mitkidis P, Olsson A, Otterbring T, Packer DJ, Perry A, Petersen MB, Puthillam A, Rothmund T, Santamaría-García H, Schmid PC, Stoyanov D, Tewari S, Todosijević B, Tsakiris M, Tung HH, Umbres RG, Vanags E, Vlasceanu M, Vonasch A, Yucel M, Zhang Y, Abad M, Adler E, Akrawi N, Mdarhri HA, Amara H, Amodio DM, Antazo BG, Apps M, Ba MH, Barbosa S, Bastian B, Berg A, Bernal-Zárate MP, Bernstein M, Białek M, Bilancini E, Bogatyreva N, Boncinelli L, Booth JE, Borau S, Buchel O, Cameron CD, Carvalho CF, Celadin T, Cerami C, Chalise HN, Cheng X, Cockcroft K, Conway J, Córdoba-Delgado MA, Crespi C, Crouzevialle M, Cutler J, Cypryańska M, Dabrowska J, Daniels MA, Davis VH, Dayley PN, Delouvée S, Denkovski O, Dezecache G, Dhaliwal NA, Diato AB, Di Paolo R, Drosinou M, Dulleck U, Ekmanis J, Ertan AS, Farhana HH, Farkhari F, Farmer H, Fenwick A, Fidanovski K, Flew T, Fraser S, Frempong RB, Fugelsang JA, Gale J, Garcia-Navarro EB, Garladinne P, Ghajjou O, Gkinopoulos T, Gray K, Griffin SM, Gronfeldt B, Gümren M, Gurung RL, Halperin E, Harris E, Herzon V, Hruška M, Huang G, Hudecek MFC, Isler O, Jangard S, Jorgensen FJ, Kachanoff F, Kahn J, Dangol AK, Keudel O, Koppel L, Koverola M, Kubin E, Kunnari A, Kutiyski Y, Laguna OM, Leota J, Lermer E, Levy J, Levy N, Li C, Long EU, Maglić M, McCashin D, Metcalf AL, Mikloušić I, El Mimouni S, Miura A, Molina-Paredes J, Monroy-Fonseca C, Morales-Marente E, Moreau D, Muda R, Myer A, Nash K, Nesh-Nash T, Nitschke JP, Nurse MS, Ohtsubo Y, de Mello VO, O'Madagain C, Onderco M, Palacios-Galvez MS, Palomöki J, Pan Y, Papp Z, Pärnamets P, Paruzel-Czachura M, Pavlović Z, Payán-Gómez C, Perander S, Pitman MM, Prasad R, Pyrkosz-Pacyna J, Rathje S, Raza A, Rhee K, Robertson CE, Rodríguez-Pascual I, Saikkonen T, Salvador-Ginez O, Santi GC, Santiago-Tovar N, Savage D, Scheffer JA, Schultner DT, Schutte EM, Scott A, Sharma M, Sharma P, Skali A, Stadelmann D, Stafford CA, Stanojević D, Stefaniak A, Sternisko A, Stoica A, Stoyanova KK, Strickland B, Sundvall J, Thomas JP, Tinghög G, Torgler B, Traast IJ, Tucciarelli R, Tyrala M, Ungson ND, Uysal MS, Van Lange PAM, van Prooijen JW, van Rooy D, Västfjäll D, Verkoeijen P, Vieira JB, von Sikorski C, Walker AC, Watermeyer J, Wetter E, Whillans A, White K, Habib R, Willardt R, Wohl MJA, Wójcik AD, Wu K, Yamada Y, Yilmaz O, Yogeeswaran K, Ziemer CT, Zwaan RA, Boggio PS, Sampaio WM. Social and moral psychology of COVID-19 across 69 countries. Sci Data 2023; 10:272. [PMID: 37169799 PMCID: PMC10173241 DOI: 10.1038/s41597-023-02080-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 03/16/2023] [Indexed: 05/13/2023] Open
Abstract
The COVID-19 pandemic has affected all domains of human life, including the economic and social fabric of societies. One of the central strategies for managing public health throughout the pandemic has been through persuasive messaging and collective behaviour change. To help scholars better understand the social and moral psychology behind public health behaviour, we present a dataset comprising of 51,404 individuals from 69 countries. This dataset was collected for the International Collaboration on Social & Moral Psychology of COVID-19 project (ICSMP COVID-19). This social science survey invited participants around the world to complete a series of moral and psychological measures and public health attitudes about COVID-19 during an early phase of the COVID-19 pandemic (between April and June 2020). The survey included seven broad categories of questions: COVID-19 beliefs and compliance behaviours; identity and social attitudes; ideology; health and well-being; moral beliefs and motivation; personality traits; and demographic variables. We report both raw and cleaned data, along with all survey materials, data visualisations, and psychometric evaluations of key variables.
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Affiliation(s)
- Flavio Azevedo
- Department of Psychology, University of Cambridge, Cambridge, England.
- Institute of Communication Science, Friedrich-Schiller University Jena, Jena, Germany.
| | | | - Gabriel G Rêgo
- Social and Cognitive Neuroscience Laboratory, Mackenzie Presbyterian University, São Paulo, Brazil
| | - F Ceren Ay
- Department of Economics, Norwegian School of Economics, Bergen, Norway
- Telenor Research, Oslo, Norway
| | - Biljana Gjoneska
- Macedonian Academy of Sciences and Arts, Skopje, Republic of North Macedonia
| | - Tom W Etienne
- Kieskompas - Election Compass, Amsterdam, Netherlands
- Department of Political Science & Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert M Ross
- Department of Psychology, Macquarie University, Sydney, NSW, Australia
| | - Philipp Schönegger
- Department of Philosophy, University of St Andrews, St Andrews, Scotland
- School of Economics and Finance, University of St Andrews, St Andrews, Scotland
| | - Julián C Riaño-Moreno
- Medicine Faculty, Cooperative University of Colombia, Villavicencio, Colombia
- Department of Bioethics, El Bosque University, Bogotá, Colombia
| | | | - Valerio Capraro
- Department of Economics, Middlesex University London, London, England
| | - Luca Cian
- Darden School of Business, University of Virginia, Charlottesville, VA, USA
| | - Chiara Longoni
- Questrom School of Business, Boston University, Boston, MA, USA
| | - Ho Fai Chan
- School of Economics and Finance, Queensland University of Technology, Brisbane, QLD, Australia
- Center for Behavioural Economics, Society and Technology, Queensland University of Technology, Brisbane, QLD, Australia
| | - Jay J Van Bavel
- Department of Psychology and Neural Science, New York University, New York, NY, USA
| | - Hallgeir Sjåstad
- Department of Strategy and Management, Norwegian School of Economics, Bergen, Norway
| | - John B Nezlek
- SWPS University of Social Sciences and Humanities, Warsaw, Poland
- Department of Psychological Sciences, College of William and Mary, Williamsburg, VA, USA
| | - Mark Alfano
- Department of Philosophy, Macquarie University, Sydney, NSW, Australia
| | - Michele J Gelfand
- Stanford Graduate School of Business, Stanford University, Stanford, CA, USA
| | - Michèle D Birtel
- School of Human Sciences, Institute for Lifecourse Development, University of Greenwich, London, England
| | | | - Patricia L Lockwood
- Department of Experimental Psychology, University of Oxford, Oxford, England
- Center for Human Brain Health, School of Psychology, University of Birmingham, Birmingham, England
| | | | - Elena Agadullina
- National Research University Higher School of Economics (HSE), Moscow, Russia
| | | | | | - Alexander Bor
- Department of Political Science, Aarhus University, Aarhus, Denmark
| | | | | | | | - Koustav De
- Gatton College of Business and Economics, University of Kentucky, Lexington, KY, USA
| | - Waqas Ejaz
- Department of Mass Communication, National University of Science and Technology (NUST), Islamabad, Pakistan
| | | | - Andrej Findor
- Faculty of Social and Economic Sciences, Comenius University, Bratislava, Slovakia
| | | | - Renata Franc
- Institute of Social Sciences Ivo Pilar, Zagreb, Croatia
| | - June Gruber
- University of Colorado Boulder, Boulder, CO, USA
| | - Estrella Gualda
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain
- Faculty of Social Work, University of Huelva, Huelva, Spain
| | - Yusaku Horiuchi
- Department of Government, Dartmouth College, Hanover, NH, USA
| | | | - Agustin Ibanez
- Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibáñez, Santiago, Chile
- Cognitive Neuroscience Center (CNC), University of San Andrés, Buenos Aires, Argentina
- Global Brain Health Institute (GBHI), University of California San Francisco (UCSF), California, US; & Trinity College Dublin (TCD), Dublin, Ireland
| | - Mostak Ahamed Imran
- Department of Educational and Counselling Psychology, University of Dhaka, Dhaka, Bangladesh
| | - Jacob Israelashvili
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Katarzyna Jasko
- Institute of Psychology, Jagiellonian University, Kraków, Poland
| | - Jaroslaw Kantorowicz
- Institute of Security and Global Affairs, Leiden University, The Hague, Netherlands
| | | | - André Krouwel
- Department of Political Science, Vrije University (VU) Amsterdam, Amsterdam, Netherlands
| | - Michael Laakasuo
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Claus Lamm
- Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria
| | - Caroline Leygue
- School of Psychology, National Autonomous University of Mexico, Mexico City, Mexico
| | - Ming-Jen Lin
- Department of Economics, National Taiwan University, Taipei, Taiwan
- Center for Research in Econometric Theory and Applications, National Taiwan University, Taipei, Taiwan
| | | | - Antoine Marie
- Department of Political Science, Aarhus University, Aarhus, Denmark
| | - Lewend Mayiwar
- Department of Leadership and Organizational Behavior, BI Norwegian Business School, Oslo, Norway
| | - Honorata Mazepus
- Institute of Security and Global Affairs, Leiden University, Leiden, Netherlands
- Faculty of Governance and Global Affairs, Leiden University, Leiden, Netherlands
| | - Cillian McHugh
- Department of Psychology, University of Limerick, Limerick, Ireland
| | - John Paul Minda
- Department of Psychology, The University of Western Ontario, London, ON, Canada
| | - Panagiotis Mitkidis
- Department of Management, Aarhus University, Aarhus, Denmark
- Center for Advanced Hindsight, Duke University, Durham, NC, USA
| | - Andreas Olsson
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | - Tobias Otterbring
- Department of Management, University of Agder, Kristiansand, Norway
- Institute of Retail Economics, Stockholm, Sweden
| | | | - Anat Perry
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | | | | | - Tobias Rothmund
- Institute of Communication Science, Friedrich-Schiller University Jena, Jena, Germany
| | | | - Petra C Schmid
- Department of Management, Technology, and Economics, ETH Zürich, Zürich, Switzerland
| | - Drozdstoy Stoyanov
- Department of Psychiatry and Medical Psychology, Research Institute, Medical University of Plovdiv, Plovdiv, Bulgaria
| | - Shruti Tewari
- Humanities and Social Sciences, Indian Institute of Management, Indore, India
| | | | - Manos Tsakiris
- Department of Psychology, Royal Holloway, University of London, London, England
- Center for the Politics of Feelings, School of Advanced Study, University of London, London, England
- Department of Behavioral and Cognitive Sciences, Faculty of Humanities, Education and Social Sciences, University of Luxembourg, Luxembourg City, Luxembourg
| | - Hans H Tung
- Center for Research in Econometric Theory and Applications, National Taiwan University, Taipei, Taiwan
- Department of Political Science, National Taiwan University, Taipei, Taiwan
| | - Radu G Umbres
- Faculty of Political Science, National School for Political Studies and Public Administration, Bucharest, Romania
| | - Edmunds Vanags
- Department of Psychology, University of Latvia, Riga, Latvia
| | | | - Andrew Vonasch
- Department of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
| | - Meltem Yucel
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
- Department of Psychology, University of Virginia, Charlottesville, VA, USA
| | - Yucheng Zhang
- School of Economics and Management, Hebei University of Technology, Tianjin, PR China
| | - Mohcine Abad
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Eli Adler
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Narin Akrawi
- Institute for Research and Development-Kurdistan, Middle East, Iraq
| | - Hamza Alaoui Mdarhri
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Hanane Amara
- Impact For Development, North Africa, Rabat, Morocco
| | - David M Amodio
- Department of Psychology and Neural Science, New York University, New York, NY, USA
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Benedict G Antazo
- Department of Psychology, Jose Rizal University, Mandaluyong, Philippines
| | - Matthew Apps
- Center for Human Brain Health, School of Psychology, University of Birmingham, Birmingham, England
| | | | - Sergio Barbosa
- School of Medicine and Health Sciences, University of Rosario, Bogotá, Colombia
- Moral Psychology and Decision Sciences Research Incubator, University of Rosario, Bogotá, Colombia
| | - Brock Bastian
- School of Psychological Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Anton Berg
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | | | - Michael Bernstein
- Department of Psychological and Social Sciences, Penn State Abington, Abington, PA, USA
| | - Michał Białek
- Institute of Psychology, University of Wrocław, Wrocław, Poland
| | | | - Natalia Bogatyreva
- National Research University Higher School of Economics (HSE), Moscow, Russia
| | - Leonardo Boncinelli
- Department of Economics and Management, University of Florence, Florence, Italy
| | - Jonathan E Booth
- Department of Management, London School of Economics and Political Science, London, England
| | - Sylvie Borau
- Toulouse Business School, University of Toulouse, Toulouse, France
| | - Ondrej Buchel
- Social Policy Institute of the Ministry of Labor, Family and Social Affairs of the Slovak Republic, Bratislava, Slovakia
- The Institute for Sociology of the Slovak Academy of Sciences, Bratislava, Slovakia
| | - C Daryl Cameron
- Department of Psychology, Penn State University, University Park, PA, USA
- Rock Ethics Institute, Penn State University, University Park, PA, USA
| | - Chrissie F Carvalho
- Department of Psychology, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Tatiana Celadin
- Department of Economics, University of Bologna, Bologna, Italy
| | - Chiara Cerami
- IUSS Cognitive Neuroscience (ICoN) Center, Institute for Advanced Study of Pavia, Pavia, Italy
- Cognitive Computational Neuroscience Research Unit, Neurological Institute Foundation Casimiro Mondino, Pavia, Italy
| | | | - Xiaojun Cheng
- School of Psychology, Shenzhen University, Shenzhen, PR China
| | - Kate Cockcroft
- Department of Psychology, University of the Witwatersrand, Johannesburg, South Africa
| | - Jane Conway
- Institute for Advanced Study in Toulouse, Université Toulouse 1 Capitole, Toulouse, France
| | | | - Chiara Crespi
- Cognitive Computational Neuroscience Research Unit, Neurological Institute Foundation Casimiro Mondino, Pavia, Italy
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Marie Crouzevialle
- Department of Management, Technology, and Economics, ETH Zürich, Zürich, Switzerland
| | - Jo Cutler
- Department of Experimental Psychology, University of Oxford, Oxford, England
- Center for Human Brain Health, School of Psychology, University of Birmingham, Birmingham, England
| | | | | | - Michael A Daniels
- UBC Sauder School of Business, University of British Columbia, Vancouver, BC, Canada
| | - Victoria H Davis
- Department of Psychology, University of Toronto, Toronto, ON, Canada
| | - Pamala N Dayley
- Psychology Department, University of California - Los Angeles, Los Angeles, CA, USA
| | - Sylvain Delouvée
- Laboratory of Psychology: Cognition, Behavior, and Communication (LP3C), Rennes 2 University, Rennes, France
| | - Ognjan Denkovski
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Guillaume Dezecache
- Laboratory of Social and Cognitive Psychology, Clermont Auvergne University, CNRS, Clermont-Ferrand, France
| | - Nathan A Dhaliwal
- UBC Sauder School of Business, University of British Columbia, Vancouver, BC, Canada
| | - Alelie B Diato
- Cavite State University-General Trias City Campus, Cavite, Philippines
| | | | - Marianna Drosinou
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Uwe Dulleck
- School of Economics and Finance, Queensland University of Technology, Brisbane, QLD, Australia
- Center for Behavioural Economics, Society and Technology, Queensland University of Technology, Brisbane, QLD, Australia
- Crawford School of Public Policy, Australian National University, Canberra, ACT, Australia
- CESifo, University of Munich, Munich, Germany
| | - Jānis Ekmanis
- Department of Psychology, University of Latvia, Riga, Latvia
| | - Arhan S Ertan
- Department of International Trade, Boğaziçi University, Istanbul, Turkey
| | - Hapsa Hossain Farhana
- Department of Educational and Counselling Psychology, University of Dhaka, Dhaka, Bangladesh
| | - Fahima Farkhari
- Institute of Communication Science, Friedrich-Schiller University Jena, Jena, Germany
| | - Harry Farmer
- School of Human Sciences, Institute for Lifecourse Development, University of Greenwich, London, England
| | - Ali Fenwick
- Hult International Business School Dubai, Dubai, UAE
| | - Kristijan Fidanovski
- Department of Social Policy and Intervention, University of Oxford, Oxford, England
| | - Terry Flew
- Department of Media and Communications, University of Sydney, Sydney, NSW, Australia
| | - Shona Fraser
- Department of Psychiatry, University of the Witwatersrand, Johannesburg, South Africa
| | | | | | - Jessica Gale
- Department of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
| | - E Begoña Garcia-Navarro
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain
| | - Prasad Garladinne
- Humanities and Social Sciences, Indian Institute of Management, Indore, India
| | - Oussama Ghajjou
- Department of Peace Studies, University of Bradford, Bradford, England
| | | | - Kurt Gray
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | | | - Mert Gümren
- Department of Economics, Koc University, Istanbul, Turkey
| | | | - Eran Halperin
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Elizabeth Harris
- Department of Psychology and Neural Science, New York University, New York, NY, USA
| | - Volo Herzon
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Matej Hruška
- Faculty of Social and Economic Sciences, Comenius University, Bratislava, Slovakia
| | - Guanxiong Huang
- Department of Media and Communication, City University of Hong Kong, Kowloon Tong, Hong Kong
| | | | - Ozan Isler
- School of Economics and Finance, Queensland University of Technology, Brisbane, QLD, Australia
- Center for Behavioural Economics, Society and Technology, Queensland University of Technology, Brisbane, QLD, Australia
| | - Simon Jangard
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | | | - Frank Kachanoff
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - John Kahn
- Department of Government, Dartmouth College, Hanover, NH, USA
| | | | - Oleksandra Keudel
- Graduate School for Transnational Studies, Free University of Berlin, Berlin, Germany
| | - Lina Koppel
- Department of Management and Engineering, Linköping University, Linköping, Sweden
| | - Mika Koverola
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Emily Kubin
- Department of Psychology, University of Koblenz-Landau, Landau, Germany
| | - Anton Kunnari
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | | | | | - Josh Leota
- Department of Psychology, University of Alberta, Edmonton, Canada
| | - Eva Lermer
- LMU Center for Leadership and People Management, Ludwig Maximilian University of Munich, Munich, Germany
- Augsburg University for Applied Sciences, Augsburg, Germany
| | - Jonathan Levy
- Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel
- Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland
| | - Neil Levy
- Department of Philosophy, Macquarie University, Sydney, NSW, Australia
| | - Chunyun Li
- Department of Management, London School of Economics and Political Science, London, England
| | - Elizabeth U Long
- Department of Psychology, University of Toronto, Toronto, ON, Canada
| | - Marina Maglić
- Institute of Social Sciences Ivo Pilar, Zagreb, Croatia
| | | | | | | | | | - Asako Miura
- Graduate School of Human Sciences, Osaka University, Suita, Japan
| | | | | | - Elena Morales-Marente
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain
| | - David Moreau
- School of Psychology, University of Auckland, Auckland, New Zealand
| | - Rafał Muda
- Faculty of Economics, Maria Curie-Skłodowska University, Lublin, Poland
| | - Annalisa Myer
- Department of Psychology, University of Virginia, Charlottesville, VA, USA
- Department of Psychology, The City University of New York (CUNY) Graduate Center, New York, NY, USA
| | - Kyle Nash
- Department of Psychology, University of Alberta, Edmonton, Canada
| | | | - Jonas P Nitschke
- Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria
| | - Matthew S Nurse
- Australian National Centre for the Public Awareness of Science, Australian National University, Canberra, ACT, Australia
| | - Yohsuke Ohtsubo
- Department of Social Psychology, Graduate School of Humanities and Sociology, University of Tokyo, Tokyo, Japan
| | | | - Cathal O'Madagain
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Michal Onderco
- Department of Public Administration and Sociology, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - M Soledad Palacios-Galvez
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain
| | - Jussi Palomöki
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Yafeng Pan
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | - Zsófia Papp
- Center for Social Sciences, Hungarian Academy of Sciences Center of Excellence, Budapest, Hungary
| | - Philip Pärnamets
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | - Mariola Paruzel-Czachura
- Institute of Psychology, University of Silesia, Katowice, Poland
- Complutense University in Madrid, Madrid, Spain
| | - Zoran Pavlović
- Department of Psychology, University of Belgrade, Belgrade, Serbia
| | | | - Silva Perander
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Michael Mark Pitman
- Department of Psychology, University of the Witwatersrand, Johannesburg, South Africa
| | | | | | - Steve Rathje
- Department of Psychology, University of Cambridge, Cambridge, England
| | - Ali Raza
- Department of Computer Science, University of Colorado Boulder, Boulder, CO, USA
- Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO, USA
| | | | - Claire E Robertson
- Department of Psychology and Neural Science, New York University, New York, NY, USA
| | - Iván Rodríguez-Pascual
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain
| | | | | | - Gaia C Santi
- IUSS Cognitive Neuroscience (ICoN) Center, Institute for Advanced Study of Pavia, Pavia, Italy
| | | | - David Savage
- Newcastle Business School, University of Newcastle, Callaghan, NSW, Australia
| | - Julian A Scheffer
- Department of Psychology, Penn State University, University Park, PA, USA
| | - David T Schultner
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Enid M Schutte
- Department of Psychology, University of the Witwatersrand, Johannesburg, South Africa
| | - Andy Scott
- Department of Psychology, University of Alberta, Edmonton, Canada
| | | | | | - Ahmed Skali
- Department of Global Economics and Management, University of Groningen, Groningen, Netherlands
| | | | - Clara Alexandra Stafford
- Department of Psychology, The University of Western Ontario, London, ON, Canada
- Brain and Mind Institute, University of Western Ontario, London, ON, Canada
- Western Interdisciplinary Research Building, University of Western Ontario, London, ON, Canada
| | | | - Anna Stefaniak
- Department of Psychology, Carleton University, Ottawa, ON, Canada
| | - Anni Sternisko
- Department of Psychology and Neural Science, New York University, New York, NY, USA
| | - Augustin Stoica
- National University of Political Studies and Public Administration (SNSPA), Bucharest, Romania
| | - Kristina K Stoyanova
- Research Institute at Medical University of Plovdiv), Division of Translational Neuroscience, Plovdiv, Bulgaria
| | - Brent Strickland
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco
- Department of Cognitive Science, ENS, EHESS, CNRS, Institut Jean Nicod, PSL Research University, Paris, France
| | - Jukka Sundvall
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Jeffrey P Thomas
- School of Psychological Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Gustav Tinghög
- Department of Management and Engineering, Linköping University, Linköping, Sweden
| | - Benno Torgler
- School of Economics and Finance, Queensland University of Technology, Brisbane, QLD, Australia
- Center for Behavioural Economics, Society and Technology, Queensland University of Technology, Brisbane, QLD, Australia
- CREMA - Center for Research in Economics, Management and the Arts, Basel, Switzerland
| | - Iris J Traast
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Raffaele Tucciarelli
- The Warburg Institute, School of Advanced Study, University of London, London, England
- Institute of Cognitive Neuroscience, University College London, London, England
| | - Michael Tyrala
- Institute for Emerging Market Studies, The Hong Kong University of Science and Technology, Kowloon, Hong Kong
| | - Nick D Ungson
- Department of Psychology, Susquehanna University, Selinsgrove, PA, USA
| | - Mete S Uysal
- Psychology Department, Dokuz Eylül University, İzmir, Turkey
| | - Paul A M Van Lange
- Department of Experimental and Applied Psychology, VU Amsterdam, Amsterdam, Netherlands
| | | | - Dirk van Rooy
- Faculty of Design Sciences, University of Antwerp, Antwerpen, Belgium
| | - Daniel Västfjäll
- Department of Behavioural Sciences and Learning (IBL), Linköping University, Linköping, Sweden
| | - Peter Verkoeijen
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - Joana B Vieira
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | | | | | - Jennifer Watermeyer
- Health Communication Research Unit, School of Human and Community Development, University of the Witwatersrand, Johannesburg, South Africa
| | - Erik Wetter
- Department of Entrepreneurship, Innovation, and Technology, Stockholm School of Economics, Stockholm, Sweden
| | - Ashley Whillans
- Harvard Business School, Harvard University, Cambridge, MA, USA
| | - Katherine White
- UBC Sauder School of Business, University of British Columbia, Vancouver, BC, Canada
| | - Rishad Habib
- Toronto Metropolitan University, Toronto, Canada
| | - Robin Willardt
- Department of Management, Technology, and Economics, ETH Zürich, Zürich, Switzerland
| | - Michael J A Wohl
- Department of Psychology, Carleton University, Ottawa, ON, Canada
| | | | - Kaidi Wu
- University of California, San Diego, La Jolla, CA, USA
| | | | - Onurcan Yilmaz
- Department of Psychology, Kadir Has University, Istanbul, Turkey
| | - Kumar Yogeeswaran
- Department of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
| | | | - Rolf A Zwaan
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - Paulo S Boggio
- Social and Cognitive Neuroscience Laboratory, Mackenzie Presbyterian University, São Paulo, Brazil
| | - Waldir M Sampaio
- Social and Cognitive Neuroscience Laboratory, Mackenzie Presbyterian University, São Paulo, Brazil
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3
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Bilancini E, Boncinelli L, Vicario E. Assortativity in cognition. Sci Rep 2023; 13:3412. [PMID: 36854880 PMCID: PMC9974973 DOI: 10.1038/s41598-023-30301-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 02/21/2023] [Indexed: 03/02/2023] Open
Abstract
In pairwise interactions, where two individuals meet and play a social game with each other, assortativity in cognition means that pairs where both decision-makers use the same cognitive process are more likely to occur than what happens under random matching. In this paper, we show theoretically that assortativity in cognition may arise as a consequence of assortativity in other dimensions. Moreover, we analyze an applied model where we investigate the effects of assortativity in cognition on the emergence of cooperation and on the degree of prosociality of intuition and deliberation, which are the typical cognitive processes postulated by the dual process theory in psychology. In particular, with assortativity in cognition, deliberation is able to shape the intuitive heuristic toward cooperation, increasing the degree of prosociality of intuition, and ultimately promoting the overall cooperation. Our findings rely on agent-based simulations, but analytical results are also obtained in a special case. We conclude with examples involving different payoff matrices of the underlying social games, showing that assortativity in cognition can have non-trivial implications in terms of its societal desirability.
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Affiliation(s)
- Ennio Bilancini
- grid.462365.00000 0004 1790 9464IMT School for Advanced Studies Lucca, Laboratory for the Analysis of compleX Economic Systems, Piazza S. Francesco 19, 55100 Lucca, Italy
| | - Leonardo Boncinelli
- grid.8404.80000 0004 1757 2304Department of Economics and Business, University of Florence, Via delle Pandette 9, 50127 Florence, Italy
| | - Eugenio Vicario
- Department of Economics and Business, University of Florence, Via delle Pandette 9, 50127, Florence, Italy.
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4
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Bilancini E, Boncinelli L, Di Paolo R, Menicagli D, Pizziol V, Ricciardi E, Serti F. Prosocial behavior in emergencies: Evidence from blood donors recruitment and retention during the COVID-19 pandemic. Soc Sci Med 2022; 314:115438. [PMID: 36327632 PMCID: PMC9595396 DOI: 10.1016/j.socscimed.2022.115438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2022] [Revised: 10/05/2022] [Accepted: 10/07/2022] [Indexed: 11/05/2022]
Abstract
The impact of COVID-19 represents a specific challenge for voluntary transfusional systems sustained by the intrinsic motivations of blood donors. In general, health emergencies can stimulate altruistic behaviors. However, in this context, the same prosocial motivations, besides the personal health risks, could foster the adherence to social distancing rules to preserve collective health and, therefore, discourage blood donation activities. In this work, we investigate the consequences of the pandemic shock on the dynamics of new donors exploiting the individual-level longitudinal information contained in administrative data on the Italian region of Tuscany. We compare the change in new donors' recruitment and retention during 2020 with respect to the 2017-2019 period (we observe 9511 individuals), considering donors' and their municipalities of residence characteristics. Our results show an increment of new donors, with higher proportional growth for older donors. Moreover, we demonstrate that the quality of new donors, as proxied by the frequency of subsequent donations, increased with respect to previous years. Finally, we show that changes in extrinsic motivations, such as the possibility of obtaining a free antibody test or overcoming movement restrictions, cannot explain the documented increase in the number of new donors and in their performance. Therefore, our analyses indicate that the Tuscan voluntary blood donation system was effective in dealing with the challenges posed by the COVID-19 pandemic.
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5
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Pavlović T, Azevedo F, De K, Riaño-Moreno JC, Maglić M, Gkinopoulos T, Donnelly-Kehoe PA, Payán-Gómez C, Huang G, Kantorowicz J, Birtel MD, Schönegger P, Capraro V, Santamaría-García H, Yucel M, Ibanez A, Rathje S, Wetter E, Stanojević D, van Prooijen JW, Hesse E, Elbaek CT, Franc R, Pavlović Z, Mitkidis P, Cichocka A, Gelfand M, Alfano M, Ross RM, Sjåstad H, Nezlek JB, Cislak A, Lockwood P, Abts K, Agadullina E, Amodio DM, Apps MAJ, Aruta JJB, Besharati S, Bor A, Choma B, Cunningham W, Ejaz W, Farmer H, Findor A, Gjoneska B, Gualda E, Huynh TLD, Imran MA, Israelashvili J, Kantorowicz-Reznichenko E, Krouwel A, Kutiyski Y, Laakasuo M, Lamm C, Levy J, Leygue C, Lin MJ, Mansoor MS, Marie A, Mayiwar L, Mazepus H, McHugh C, Olsson A, Otterbring T, Packer D, Palomäki J, Perry A, Petersen MB, Puthillam A, Rothmund T, Schmid PC, Stadelmann D, Stoica A, Stoyanov D, Stoyanova K, Tewari S, Todosijević B, Torgler B, Tsakiris M, Tung HH, Umbreș RG, Vanags E, Vlasceanu M, Vonasch AJ, Zhang Y, Abad M, Adler E, Mdarhri HA, Antazo B, Ay FC, Ba MEH, Barbosa S, Bastian B, Berg A, Białek M, Bilancini E, Bogatyreva N, Boncinelli L, Booth JE, Borau S, Buchel O, de Carvalho CF, Celadin T, Cerami C, Chalise HN, Cheng X, Cian L, Cockcroft K, Conway J, Córdoba-Delgado MA, Crespi C, Crouzevialle M, Cutler J, Cypryańska M, Dabrowska J, Davis VH, Minda JP, Dayley PN, Delouvée S, Denkovski O, Dezecache G, Dhaliwal NA, Diato A, Di Paolo R, Dulleck U, Ekmanis J, Etienne TW, Farhana HH, Farkhari F, Fidanovski K, Flew T, Fraser S, Frempong RB, Fugelsang J, Gale J, García-Navarro EB, Garladinne P, Gray K, Griffin SM, Gronfeldt B, Gruber J, Halperin E, Herzon V, Hruška M, Hudecek MFC, Isler O, Jangard S, Jørgensen F, Keudel O, Koppel L, Koverola M, Kunnari A, Leota J, Lermer E, Li C, Longoni C, McCashin D, Mikloušić I, Molina-Paredes J, Monroy-Fonseca C, Morales-Marente E, Moreau D, Muda R, Myer A, Nash K, Nitschke JP, Nurse MS, de Mello VO, Palacios-Galvez MS, Pan Y, Papp Z, Pärnamets P, Paruzel-Czachura M, Perander S, Pitman M, Raza A, Rêgo GG, Robertson C, Rodríguez-Pascual I, Saikkonen T, Salvador-Ginez O, Sampaio WM, Santi GC, Schultner D, Schutte E, Scott A, Skali A, Stefaniak A, Sternisko A, Strickland B, Thomas JP, Tinghög G, Traast IJ, Tucciarelli R, Tyrala M, Ungson ND, Uysal MS, Van Rooy D, Västfjäll D, Vieira JB, von Sikorski C, Walker AC, Watermeyer J, Willardt R, Wohl MJA, Wójcik AD, Wu K, Yamada Y, Yilmaz O, Yogeeswaran K, Ziemer CT, Zwaan RA, Boggio PS, Whillans A, Van Lange PAM, Prasad R, Onderco M, O'Madagain C, Nesh-Nash T, Laguna OM, Kubin E, Gümren M, Fenwick A, Ertan AS, Bernstein MJ, Amara H, Van Bavel JJ. Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning. PNAS Nexus 2022; 1:pgac093. [PMID: 35990802 PMCID: PMC9381137 DOI: 10.1093/pnasnexus/pgac093] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Accepted: 06/21/2022] [Indexed: 02/06/2023]
Abstract
At the beginning of 2020, COVID-19 became a global problem. Despite all the efforts to emphasize the relevance of preventive measures, not everyone adhered to them. Thus, learning more about the characteristics determining attitudinal and behavioral responses to the pandemic is crucial to improving future interventions. In this study, we applied machine learning on the multinational data collected by the International Collaboration on the Social and Moral Psychology of COVID-19 (N = 51,404) to test the predictive efficacy of constructs from social, moral, cognitive, and personality psychology, as well as socio-demographic factors, in the attitudinal and behavioral responses to the pandemic. The results point to several valuable insights. Internalized moral identity provided the most consistent predictive contribution-individuals perceiving moral traits as central to their self-concept reported higher adherence to preventive measures. Similar results were found for morality as cooperation, symbolized moral identity, self-control, open-mindedness, and collective narcissism, while the inverse relationship was evident for the endorsement of conspiracy theories. However, we also found a non-neglible variability in the explained variance and predictive contributions with respect to macro-level factors such as the pandemic stage or cultural region. Overall, the results underscore the importance of morality-related and contextual factors in understanding adherence to public health recommendations during the pandemic.
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Affiliation(s)
| | - Flavio Azevedo
- Department of Psychology, Cambridge University, Cambridge, UK
| | - Koustav De
- Department of Finance and Quantitative Methods, Gatton College of Business and Economics, University of Kentucky, Lexington, KY, USA
| | - Julián C Riaño-Moreno
- Faculty of Medicine, Cooperative University of Colombia, Villavicencio, Meta, Colombia and Department of bioethics, El Bosque University, Bogotá D.C. Colombia
| | - Marina Maglić
- Institute of Social Sciences Ivo Pilar, Zagreb, Croatia
| | - Theofilos Gkinopoulos
- Department of Philosophy and Social Studies, University of Crete, Rethymnon, Crete, Greece
| | | | - César Payán-Gómez
- Direccion Academica Sede la Paz,Universidad Nacional de Colombia - Sede de La Paz, Cesar, Colombia
| | - Guanxiong Huang
- Department of Media and Communication, City University of Hong Kong, Kowloon Tong, Hong Kong
| | - Jaroslaw Kantorowicz
- Department of Economics, Institute of Security and Global Affairs, Leiden University, The Hague, Netherlands
| | | | - Philipp Schönegger
- Department of Philosophy, School of Economics and Finance, University of St Andrews, St Andrews, UK
| | - Valerio Capraro
- Department of Economics, Middlesex University London, London, UK
| | | | - Meltem Yucel
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | - Agustin Ibanez
- Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago, Peñalolén, Chile
- Cognitive Neuroscience Center (CNC), University of San Andrés and CONICET, Buenos Aires, Argentina
- Global Brain Health Institute, University of California - San Francisco, San Francisco, CA, USA
- Global Brain Health Institute, Trinity College, Dublin, Ireland
| | - Steve Rathje
- Department of Psychology, University of Cambridge, Cambridge, UK
| | - Erik Wetter
- Department of Business Administration, Stockholm School of Economics, Stockholm, Sweden
| | - Dragan Stanojević
- Department of Sociology, Faculty of Philosophy, University of Belgrade, Belgrade, Serbia
| | - Jan-Willem van Prooijen
- Department of Experimental and Applied Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Eugenia Hesse
- Departamento de Matemática y Ciencias, Universidad de San Andres, Victoria, Buenos Aires, Argentina
| | | | - Renata Franc
- Institute of Social Sciences Ivo Pilar, Zagreb, Croatia
| | - Zoran Pavlović
- Department of Psychology, Faculty of Philosophy, University of Belgrade, Belgrade, Serbia
| | | | | | - Michele Gelfand
- Stanford Graduate School of Business, Stanford University, Stanford, California, USA
| | - Mark Alfano
- Department of Philosophy, Macquarie University, Macquarie Park, New South Wales, Australia
| | - Robert M Ross
- Department of Philosophy, Macquarie University, Macquarie Park, New South Wales, Australia
| | - Hallgeir Sjåstad
- Department of Strategy and Management, Norwegian School of Economics, Bergen, Norway
| | - John B Nezlek
- Institute of Psychology, Center for Climate Action and Social Transformations, SWPS, University of Social Sciences and Humanities, Warsaw, Poland
| | - Aleksandra Cislak
- Institute of Psychology, SWPS University of Social Sciences and Humanities, Warsaw, Poland
| | - Patricia Lockwood
- Centre for Human Brain Health,School of Psychology, University of Birmingham, Birmingham, UK
- Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Koen Abts
- Centre for Sociological Research, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Elena Agadullina
- Faculty of Psychology, Higher School of Economics University, Moscow, Russia
| | - David M Amodio
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Matthew A J Apps
- Centre for Human Brain Health,School of Psychology, University of Birmingham, Birmingham, UK
| | | | - Sahba Besharati
- Department of Psychology, University of the Witwatersrand, Johannesburg, Republic of South Africa
| | - Alexander Bor
- Department of Political Science, Aarhus University, Aarhus, Denmark
| | - Becky Choma
- Department of Psychology, Toronto Metropolitan University, Toronto, Ontario, Canada
| | - William Cunningham
- Department of Psychology, University of Toronto, Toronto, Ontario, Canada
| | - Waqas Ejaz
- Department of Mass Communication, National University of Science and Technology (NUST), Islamabad, Islamabad Capital Territory, Pakistan
| | - Harry Farmer
- Department of Psychology, University of Greenwich, London, UK
| | - Andrej Findor
- Institute of European Studies and International Relations, Faculty of Social and Economic Sciences, Comenius University, Bratislava, Slovakia
| | - Biljana Gjoneska
- Macedonian Academy of Sciences and Arts, Skopje, Republic of North Macedonia
| | - Estrella Gualda
- Department of Sociology, Social Work and Public Health, University of Huelva, Huelva, Spain
| | - Toan L D Huynh
- Department of Decision Analytics and Risk, University of Southampton, Southampton, UK
| | - Mostak Ahamed Imran
- Department of Educational and Counselling Psychology, BRAC Institute of Educational and Development, BRAC University, Dhaka, Bangladesh
| | | | | | - André Krouwel
- Department of Communication Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | | | - Michael Laakasuo
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Claus Lamm
- Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Wien, Austria
| | - Jonathan Levy
- Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland
- Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel
| | - Caroline Leygue
- School of Psychology, Universidad Nacional Autónoma de Mexico, Mexico City, Mexico
| | - Ming-Jen Lin
- Department of Economics, National Taiwan University, Taipei, Taiwan
| | | | - Antoine Marie
- Department of Political Science, Aarhus University, Aarhus, Denmark
| | - Lewend Mayiwar
- Department of Leadership and Organizational Behaviour, BI Norwegian Business School, Oslo, Norway
| | - Honorata Mazepus
- Institute of Security and Global Affairs, Leiden University, The Hague, Netherlands
| | - Cillian McHugh
- Department of Psychology, University of Limerick, Limerick, Ireland
| | - Andreas Olsson
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | | | - Dominic Packer
- Department of Psychology, Lehigh University, Bethlehem, PA, USA
| | - Jussi Palomäki
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Anat Perry
- Department of Psychology, Hebrew University of Jerusalem, Jerusalem, Israel
| | | | - Arathy Puthillam
- Department of Psychology, Monk Prayogshala, Powai, Mumbai, Maharashtra, India
| | - Tobias Rothmund
- Department of Social and Behavioral Science, Friedrich Schiller University Jena, Jena, Germany
| | - Petra C Schmid
- Department of Management, Technology, and Economics, Swiss Federal Institute of Technology in Zürich, Zürich, Switzerland
| | - David Stadelmann
- Chair of Development Economics,University of Bayreuth, Bayreuth, Germany
| | - Augustin Stoica
- Department of Sociology, National School for Political and Administrative Studies (SNSPA), Bucharest, Romania
| | - Drozdstoy Stoyanov
- Department of Psychiatry and Medical Psychology, Medical University, Plovdiv, Bulgaria
| | - Kristina Stoyanova
- Division of Translational Neuroscience, Medical University, Plovdiv, Bulgaria
| | - Shruti Tewari
- Humanities and Social Sciences, Indian Institute of Management, Indore, Madhya Pradesh, India
| | | | - Benno Torgler
- School of Economics and Finance and Centre for Behavioural Economics, Society and Technology (BEST), Queensland University of Technology, Brisbane City, Queensland, Australia
| | - Manos Tsakiris
- Department of Psychology, Royal Holloway, University of London, Egham, UK
- Centre for the Politics of Feelings, School of Advanced Study, University of London, London, UK
| | - Hans H Tung
- Department of Political Science, National Taiwan University, Taipei, Taiwan
| | - Radu Gabriel Umbreș
- Faculty of Political Science, National University of Political Studies and Public Administration, Bucharest, Romania
| | - Edmunds Vanags
- Psychology Department, University of Latvia, Riga, Latvia
| | | | - Andrew J Vonasch
- School of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
| | - Yucheng Zhang
- School of Economics and Management, Hebei University of Technology, Tianjin, China
| | - Mohcine Abad
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Eli Adler
- Department of Psychology, Hebrew University of Jerusalem, Jerusalem, Israel
- Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland
| | - Hamza Alaoui Mdarhri
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Benedict Antazo
- Department of Psychology, Jose Rizal University, Mandaluyong, Metro Manila, Philippines
| | - F Ceren Ay
- Department of Economics, Telenor Research, Fornebu, Norway
| | | | - Sergio Barbosa
- School of Medicine and Health Sciences, Universidad del Rosario, Bogotá, Colombia
| | - Brock Bastian
- Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, Victoria, Australia
| | - Anton Berg
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Michał Białek
- Faculty of Historical and Pedagogical Sciences, University of Wroclaw, Wroclaw, Poland
| | | | - Natalia Bogatyreva
- Laboratory for Psychology of Social Inequality, Higher School of Economics University, Moscow, Russia
| | - Leonardo Boncinelli
- Department of Economics and Management, University of Florence, Florence, Italy
| | - Jonathan E Booth
- Department of Management, London School of Economics and Political Science, London, UK
| | - Sylvie Borau
- Department of Marketing, TBS Education, Toulouse, France
| | - Ondrej Buchel
- The Institute for Sociology, Slovak Academy of Sciences, Bratislava, Slovakia
- Social Policy Institute, Ministry of Labor, Family and Social Affairs of the Slovak Republic, Bratislava, Slovakia
| | | | - Tatiana Celadin
- Department of Economics, University of Bologna, Bologna, Italy
| | - Chiara Cerami
- IUSS Cognitive Neuroscience Center, University School for Advanced Studies, Pavia, Italy
| | - Hom Nath Chalise
- Central Department of Population Studies, Tribhuvan University, Kathmandu, Nepal
| | - Xiaojun Cheng
- School of Psychology, Shenzhen University, Shenzhen, China
| | - Luca Cian
- Department of Marketing, Darden School of Business, University of Virginia, Charlottesville, VA, USA
| | - Kate Cockcroft
- Department of Psychology, University of the Witwatersrand, Johannesburg, Republic of South Africa
| | - Jane Conway
- MRC Social, Genetic and Developmental Psychiatry Centre,Institute for Advanced Study in Toulouse, Université Toulouse 1 Capitole, Toulouse Cedex 6, France
| | | | | | - Marie Crouzevialle
- Department of Management, Technology, and Economics, Swiss Federal Institute of Technology in Zürich, Zürich, Switzerland
| | - Jo Cutler
- School of Psychology, University of Birmingham, Birmingham, UK
- School of Psychology, University of Oxford, Oxford, UK
| | - Marzena Cypryańska
- Institute of Psychology, Center for Climate Action and Social Transformations, SWPS, University of Social Sciences and Humanities, Warsaw, Poland
| | - Justyna Dabrowska
- Department of Trade and Market Institutions, Cracow University of Economics, Kraków, Poland
| | - Victoria H Davis
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - John Paul Minda
- Department of Psychology, Western University, London, Ontario, Canada
| | - Pamala N Dayley
- Department of Psychology, University of California - Los Angeles, Los Angeles, CA, USA
| | | | - Ognjan Denkovski
- Department of Communication Science, University of Amsterdam, Amsterdam, Netherlands
| | | | - Nathan A Dhaliwal
- UBC Sauder School of Business, University of British Columbia, Vancouver, British Columbia, Canada
| | - Alelie Diato
- Teacher Education Department, Cavite State University, General Trias, Cavite, Philippines
| | | | - Uwe Dulleck
- School of Economics and Finance, Queensland University of Technology, Brisbane City, Queensland, Australia
| | - Jānis Ekmanis
- Faculty of Education, Psychology and Art, University of Latvia, Riga, Latvia
| | - Tom W Etienne
- Kieskompas (Election Compass), Amsterdam, Netherlands and Department of Political Science & Annenberg School for Communication, University of Pennsylvania, PA, USA
| | - Hapsa Hossain Farhana
- National Institute for the Intellectually Disabled and Autistic (NIIDA), Society for the Welfare of the Intellectually Disabled (SWID Bangladesh), Dhaka, Bangladesh
| | - Fahima Farkhari
- Department of Psychology, University of Münster, Münster, Germany
- Department of Communication and Media Use, Friedrich Schiller University Jena, Jena, Germany
| | | | - Terry Flew
- Department of Media and Communications, University of Sydney, Sydney, New South Wales, Australia
| | - Shona Fraser
- Medical School, Department of Psychiatry, University of the Witwatersrand, Johannesburg, Republic of South Africa
| | | | - Jonathan Fugelsang
- Department of Psychology, University of Waterloo, Waterloo, Ontario, Canada
| | - Jessica Gale
- School of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
| | | | - Prasad Garladinne
- Humanities and Social Sciences, Indian Institute of Management, Indore, Madhya Pradesh, India
| | - Kurt Gray
- Department of Psychology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | | | - June Gruber
- Department of Psychology and Neuroscience, College of Arts and Sciences, University of Colorado Boulder, Boulder, CO, USA
| | - Eran Halperin
- Department of Psychology, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Volo Herzon
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Matej Hruška
- Institute of European Studies and International Relations, Faculty of Social and Economic Sciences, Comenius University, Bratislava, Slovakia
| | - Matthias F C Hudecek
- Department of Experimental Psychology, University of Regensburg, Regensburg, Germany
| | - Ozan Isler
- School of Economics and Finance, Queensland University of Technology, Brisbane City, Queensland, Australia
| | - Simon Jangard
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | | | | | - Lina Koppel
- Department of Management and Engineering, Linköping University, Linköping, Sweden
| | - Mika Koverola
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | | | - Josh Leota
- Turner Institute for Brain and Mental Health, Monash University, Clayton, Victoria, Australia
| | - Eva Lermer
- Department of Business and Media Psychology, Ansbach University of Applied Sciences, Ansbach, Germany
- Center for Leadership and People Management, Ludwig Maximilian University of Munich, Munich, Germany
| | - Chunyun Li
- Department of Management, London School of Economics and Political Science, London, UK
| | - Chiara Longoni
- Department of Marketing, Boston University, Questrom School of Business, Boston, MA, USA
| | | | | | | | | | - Elena Morales-Marente
- COIDESO-Research Center of Contemporary Thinking and Innovation for Social Development, University of Huelva, Huelva, Spain
| | - David Moreau
- School of Psychology, University of Auckland, Auckland, New Zealand
| | - Rafał Muda
- Faculty of Economics, Maria Curie Sklodowska University, Lublin, Poland
| | - Annalisa Myer
- Department of Psychology, City University of New York (CUNY) Graduate Center, New York, NY, USA
| | - Kyle Nash
- Department of Psychology, University of Alberta, Edmonton, Alberta, Canada
| | - Jonas P Nitschke
- Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Wien, Austria
| | - Matthew S Nurse
- Australian National Centre for the Public Awareness of Science,Australian National University, Canberra ACT, Australia
| | | | - Maria Soledad Palacios-Galvez
- COIDESO-Research Center of Contemporary Thinking and Innovation for Social Development, University of Huelva, Huelva, Spain
| | - Yafeng Pan
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou, China
| | - Zsófia Papp
- Department for Political Behavior, Centre for Social Sciences, Budapest, Hungary
| | - Philip Pärnamets
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Mariola Paruzel-Czachura
- Institute of Psychology, University of Silesia in Katowice, Katowice, Poland
- Facultad de Psicología,Complutense University of Madrid, Madrid, Spain
| | - Silva Perander
- Department of Computer Science, University of Helsinki, Helsinki, Finland
| | - Michael Pitman
- Department of Psychology, University of the Witwatersrand, Johannesburg, Republic of South Africa
| | - Ali Raza
- Department of Computer Science, Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO, USA
| | - Gabriel Gaudencio Rêgo
- Centro de Ciências Biológicas e da Saúde,Mackenzie Presbyterian University, São Paul, Brazil
| | - Claire Robertson
- Department of Psychology & Neural Science, New York University, New York, NY, USA
| | - Iván Rodríguez-Pascual
- COIDESO-Research Center of Contemporary Thinking and Innovation for Social Development, University of Huelva, Huelva, Spain
| | - Teemu Saikkonen
- Department of Biology, Biodiversity Unit, University of Turku, Turku, Finland
| | - Octavio Salvador-Ginez
- School of Psychology, Environmental Psychology Department, National Autonomous University of Mexico, Mexico City, Mexico
| | - Waldir M Sampaio
- Centro de Ciências Biológicas e da Saúde,Mackenzie Presbyterian University, São Paul, Brazil
| | - Gaia Chiara Santi
- Department of Humanities and Life Sciences, University School for Advanced Studies, Pavia, Italy
| | - David Schultner
- Department of Social Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Enid Schutte
- Department of Psychology, University of the Witwatersrand, Johannesburg, Republic of South Africa
| | - Andy Scott
- Department of Psychology, City University of New York (CUNY) Graduate Center, New York, NY, USA
| | - Ahmed Skali
- Department of Global Economics and Management, University of Groningen, Groningen, Netherlands
| | - Anna Stefaniak
- Department of Psychology, Carleton University, Ottawa, Ontario, Canada
| | - Anni Sternisko
- Department of Psychology & Neural Science, New York University, New York, NY, USA
| | - Brent Strickland
- PLS, ENS-Ulm, Department d’Etudes Cognitives, Paris, France
- Africa Business School and The School of Collective Intelligence, UM6P, Rabat, Morocco
| | - Jeffrey P Thomas
- Department of Management, London School of Economics and Political Science, London, UK
| | | | - Iris J Traast
- Social Psychology Department, University of Amsterdam, Amsterdam, Netherlands
| | | | - Michael Tyrala
- Department of Asian and International Studies, City University of Hong Kong, Kowloon Tong, Hong Kong
| | - Nick D Ungson
- Department of Psychology, Susquehanna University, Selinsgrove, PA, USA
| | - Mete Sefa Uysal
- Department of Social Psychology, Friedrich Schiller University Jena, Jena, Germany
| | - Dirk Van Rooy
- Department of Design, University of Antwerp, Antwerp, Belgium
| | - Daniel Västfjäll
- Department of Behavioral Sciences and Learning, Linköping University, Linköping, Sweden
| | - Joana B Vieira
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Psychology, University of Exeter, Exeter, UK
| | | | - Alexander C Walker
- Medical School, Department of Psychiatry, University of the Witwatersrand, Johannesburg, Republic of South Africa
| | - Jennifer Watermeyer
- Department of Speech Pathology and Audiology, University of the Witwatersrand, Johannesburg, Republic of South Africa
| | - Robin Willardt
- Department of Management, Technology, and Economics, Swiss Federal Institute of Technology in Zürich, Zürich, Switzerland
| | - Michael J A Wohl
- Department of Psychology, Carleton University, Ottawa, Ontario, Canada
| | | | - Kaidi Wu
- Rady School of Management, University of California, San Diego, CA, USA
| | - Yuki Yamada
- Faculty of Arts and Science, Kyushu University, Fukuoka, Japan
| | - Onurcan Yilmaz
- Department of Psychology, Kadir Has University, Fatih, Istanbul, Turkey
| | - Kumar Yogeeswaran
- School of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
| | - Carolin-Theresa Ziemer
- Department of Communication and Media Use, Friedrich Schiller University Jena, Jena, Germany
| | - Rolf A Zwaan
- Department of Psychology, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - Paulo Sergio Boggio
- Centro de Ciências Biológicas e da Saúde,Mackenzie Presbyterian University, São Paul, Brazil
| | - Ashley Whillans
- Faculty of Negotiations, Organizations and Markets, Harvard Business School, Boston, MA, USA
| | - Paul A M Van Lange
- Department of Experimental and Applied Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Rajib Prasad
- Department of Economics, Vidyasagar College For Women, Kolkata, West Bengal, India
| | - Michal Onderco
- Department of Public Administration and Sociology, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - Cathal O'Madagain
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | | | | | - Emily Kubin
- Department of Psychology, University of Koblenz-Landau, Landau, Germany
| | - Mert Gümren
- Department of Economics, Koc University, Sarıyer, Istanbul, Turkey
| | - Ali Fenwick
- Hult International Business School, Dubai, United Arab Emirates
| | - Arhan S Ertan
- Department of International Trade, Bogazici University, Besiktas, Istanbul, Turkey
| | - Michael J Bernstein
- Department of Psychological and Social Sciences, Penn State University Abington College, Abington, PA, USA
| | - Hanane Amara
- Department of Economics, Koc University, Sarıyer, Istanbul, Turkey
| | - Jay Joseph Van Bavel
- Department of Psychology & Neural Science, New York University, New York, NY, USA
| |
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6
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Bago B, Kovacs M, Protzko J, Nagy T, Kekecs Z, Palfi B, Adamkovic M, Adamus S, Albalooshi S, Albayrak-Aydemir N, Alfian IN, Alper S, Alvarez-Solas S, Alves SG, Amaya S, Andresen PK, Anjum G, Ansari D, Arriaga P, Aruta JJBR, Arvanitis A, Babincak P, Barzykowski K, Bashour B, Baskin E, Batalha L, Batres C, Bavolar J, Bayrak F, Becker B, Becker M, Belaus A, Białek M, Bilancini E, Boller D, Boncinelli L, Boudesseul J, Brown BT, Buchanan EM, Butt MM, Calvillo DP, Carnes NC, Celniker JB, Chartier CR, Chopik WJ, Chotikavan P, Chuan-Peng H, Clancy RF, Çoker O, Correia RC, Adoric VC, Cubillas CP, Czoschke S, Daryani Y, de Grefte JAM, de Vries WC, Burak EGD, Dias C, Dixson BJW, Du X, Dumančić F, Dumbravă A, Dutra NB, Enachescu J, Esteban-Serna C, Eudave L, Evans TR, Feldman G, Felisberti FM, Fiedler S, Findor A, Fleischmann A, Foroni F, Francová R, Frank DA, Fu CHY, Gao S, Ghasemi O, Ghazi-Noori AR, Ghossainy ME, Giammusso I, Gill T, Gjoneska B, Gollwitzer M, Graton A, Grinberg M, Groyecka-Bernard A, Harris EA, Hartanto A, Hassan WANM, Hatami J, Heimark KR, Hidding JJJ, Hristova E, Hruška M, Hudson CA, Huskey R, Ikeda A, Inbar Y, Ingram GPD, Isler O, Isloi C, Iyer A, Jaeger B, Janssen SMJ, Jiménez-Leal W, Jokić B, Kačmár P, Kadreva V, Kaminski G, Karimi-Malekabadi F, Kasper ATA, Kendrick KM, Kennedy BJ, Kocalar HE, Kodapanakkal RI, Kowal M, Kruse E, Kučerová L, Kühberger A, Kuzminska AO, Lalot F, Lamm C, Lammers J, Lange EB, Lantian A, Lau IYM, Lazarevic LB, Leliveld MC, Lenz JN, Levitan CA, Lewis SC, Li M, Li Y, Li H, Lima TJS, Lins S, Liuzza MT, Lopes P, Lu JG, Lynds T, Máčel M, Mackinnon SP, Maganti M, Magraw-Mickelson Z, Magson LF, Manley H, Marcu GM, Seršić DM, Matibag CJ, Mattiassi ADA, Mazidi M, McFall JP, McLatchie N, Mensink MC, Miketta L, Milfont TL, Mirisola A, Misiak M, Mitkidis P, Moeini-Jazani M, Monajem A, Moreau D, Musser ED, Narhetali E, Ochoa DP, Olsen J, Owsley NC, Özdoğru AA, Panning M, Papadatou-Pastou M, Parashar N, Pärnamets P, Paruzel-Czachura M, Parzuchowski M, Paterlini JV, Pavlacic JM, Peker M, Peters K, Piatnitckaia L, Pinto I, Policarpio MR, Pop-Jordanova N, Pratama AJ, Primbs MA, Pronizius E, Purić D, Puvia E, Qamari V, Qian K, Quiamzade A, Ráczová B, Reinero DA, Reips UD, Reyna C, Reynolds K, Ribeiro MFF, Röer JP, Ross RM, Roussos P, Ruiz-Dodobara F, Ruiz-Fernandez S, Rutjens BT, Rybus K, Samekin A, Santos AC, Say N, Schild C, Schmidt K, Ścigała KA, Sharifian M, Shi J, Shi Y, Sievers E, Sirota M, Slipenkyj M, Solak Ç, Sorokowska A, Sorokowski P, Söylemez S, Steffens NK, Stephen ID, Sternisko A, Stevens-Wilson L, Stewart SLK, Stieger S, Storage D, Strube J, Susa KJ, Szekely-Copîndean RD, Szostak NM, Takwin B, Tatachari S, Thomas AG, Tiede KE, Tiong LE, Tonković M, Trémolière B, Tunstead LV, Türkan BN, Twardawski M, Vadillo MA, Vally Z, Vaughn LA, Verschuere B, Vlašiček D, Voracek M, Vranka MA, Wang S, West SL, Whyte S, Wilton LS, Wlodarczyk A, Wu X, Xin F, Yadanar S, Yama H, Yamada Y, Yilmaz O, Yoon S, Young DM, Zakharov I, Zein RA, Zettler I, Žeželj IL, Zhang DC, Zhang J, Zheng X, Hoekstra R, Aczel B. Publisher Correction: Situational factors shape moral judgements in the trolley dilemma in Eastern, Southern and Western countries in a culturally diverse sample. Nat Hum Behav 2022; 6:897-898. [PMID: 35668099 DOI: 10.1038/s41562-022-01403-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Bence Bago
- Institute for Advanced Study in Toulouse, Toulouse, France.
| | - Marton Kovacs
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary.,Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - John Protzko
- University of California, Santa Barbara, CA, USA
| | - Tamas Nagy
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Zoltan Kekecs
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Bence Palfi
- School of Psychology, University of Sussex, Brighton, UK.,Department of Surgery and Cancer, Imperial College London, London, UK
| | - Matus Adamkovic
- Institute of Psychology, Faculty of Arts, University of Prešov, Prešov, Slovakia.,Institute for Research and Development of Education, Faculty of Education, Charles University, Prague, Czechia
| | - Sylwia Adamus
- Institute of Psychology, Faculty of Philosophy, Jagiellonian University, Kraków, Poland
| | | | | | | | | | - Sara Alvarez-Solas
- Universidad Regional Amazónica Ikiam, Grupo de Biogeografía y Ecología Espacial (BioGeoE2), Napo, Ecuador
| | - Sara G Alves
- Center for Psychology at University of Porto, Faculty of Psychology and Educational Sciences, University of Porto, Porto, Portugal
| | - Santiago Amaya
- Department of Philosophy, Universidad de los Andes, Bogotá, Colombia
| | | | - Gulnaz Anjum
- Department of Psychology, University of Oslo, Oslo, Norway
| | - Daniel Ansari
- Department of Psychology and The Brain and Mind Institute, The University of Western Ontario, London, Canada
| | | | | | | | - Peter Babincak
- Institute of Psychology, Faculty of Arts, University of Prešov, Prešov, Slovakia
| | - Krystian Barzykowski
- Institute of Psychology, Faculty of Philosophy, Jagiellonian University, Kraków, Poland
| | - Bana Bashour
- Department of Philosophy, American University of Beirut, Beirut, Lebanon
| | | | - Luisa Batalha
- School of Behavioural and Health Sciences, Australian Catholic University, Sydney, New South Wales, Australia
| | - Carlota Batres
- Department of Psychology, Franklin and Marshall College, Lancaster, PA, USA
| | - Jozef Bavolar
- Department of Psychology, Faculty of Arts, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | | | - Benjamin Becker
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Maja Becker
- CLLE, Université de Toulouse, Toulouse, France
| | - Anabel Belaus
- Instituto de Investigaciones Psicológicas, Universidad Nacional de Córdoba (IIPsi, Conicet-UNC), Córdoba, Spain
| | - Michał Białek
- Instutute of Psychology, University of Wrocław, Wrocław, Poland
| | - Ennio Bilancini
- IMT School for Advanced Studies Lucca, Lucca, Italy.,GAME Science Research Center, Lucca, Italy
| | | | - Leonardo Boncinelli
- Department of Economics and Management, University of Florence, Florence, Italy
| | - Jordane Boudesseul
- Facultad de Psicología, Instituto de Investigación Científica, Universidad de Lima, Lima, Peru
| | | | - Erin M Buchanan
- Harrisburg University of Science and Technology, Harrisburg, PA, USA
| | | | - Dustin P Calvillo
- Department of Psychology, California State University San Marcos, San Marcos, CA, USA
| | - Nate C Carnes
- Department of Psychology, California State University San Marcos, San Marcos, CA, USA
| | - Jared B Celniker
- Department of Psychological Science, University of California, Irvine, CA, USA
| | | | - William J Chopik
- Department of Psychology, Michigan State University, East Lansing, MI, USA
| | - Poom Chotikavan
- Faculty of Psychology, Chulalongkorn University, Bangkok, Thailand
| | - Hu Chuan-Peng
- School of Psychology, Nanjing Normal University, Nanjing, China
| | - Rockwell F Clancy
- Department of Values, Technology, and Innovation, Delft University of Technology, Delft, the Netherlands
| | - Ogeday Çoker
- Department of Psychology, Faculty of Science and Arts, Pamukkale University, Denizli, Turkey
| | - Rita C Correia
- Center for Psychology at University of Porto, Faculty of Psychology and Educational Sciences, University of Porto, Porto, Portugal
| | | | - Carmelo P Cubillas
- Department of Experimental Psychology, Autonomous University of Madrid, Madrid, Spain
| | - Stefan Czoschke
- Institute of Medical Psychology, Goethe University, Frankfurt am Main, Germany
| | - Yalda Daryani
- Department of Psychology, University of Tehran, Tehran, Iran
| | - Job A M de Grefte
- Faculty of Philosophy, University of Groningen, Groningen, the Netherlands.,Faculty of Economics, Econometrics, and Finance, University of Groningen, Groningen, the Netherlands
| | - Wieteke C de Vries
- Marketing Department, University of Groningen, Groningen, the Netherlands
| | | | - Carina Dias
- Faculty of Psychology and Educational Sciences, University of Porto, Porto, Portugal
| | - Barnaby J W Dixson
- The School of Health and Behavioural Sciences, University of the Sunshine Coast, Sunshine Coast, Queensland, Australia
| | - Xinkai Du
- Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands
| | - Francesca Dumančić
- Department of Psychology, Faculty of Humanities and Social Sciences, University of Zagreb, Zagreb, Croatia
| | - Andrei Dumbravă
- Alexandru Ioan Cuza University, Iași, Romania.,George I.M. Georgescu Institute of Cardiovascular Diseases, Iași, Romania
| | - Natalia B Dutra
- Laboratório de Evolução do Comportamento Humano, Universidade Federal do Rio Grande do Norte, Natal, Brazil
| | - Janina Enachescu
- Department of Occupational, Economic and Social Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Celia Esteban-Serna
- Division of Psychology and Language Sciences, University College London, London, UK
| | - Luis Eudave
- School of Education and Psychology, University of Navarra, Pamplona, Spain
| | - Thomas R Evans
- School of Human Sciences, University of Greenwich, Greenwich, UK
| | - Gilad Feldman
- Department of Psychology, University of Hong Kong, Hong Kong, China
| | | | - Susann Fiedler
- Vienna University of Economics and Business, Vienna, Austria
| | - Andrej Findor
- Faculty of Social and Economic Sciences, Comenius University in Bratislava, Bratislava, Slovakia
| | | | - Francesco Foroni
- School of Behavioural and Health Sciences, Australian Catholic University, Sydney, New South Wales, Australia
| | - Radka Francová
- Department of Psychology, Faculty of Arts, Charles University, Prague, Czechia
| | | | - Cynthia H Y Fu
- School of Psychology, University of East London, London, UK
| | - Shan Gao
- School of Foreign Languages, University of Electronic Science and Technology of China, Chengdu, China
| | - Omid Ghasemi
- Department of Cognitive Science, Macquarie University, Sydney, New South Wales, Australia
| | | | - Maliki E Ghossainy
- Wheelock College of Education and Human Development, Boston University, Boston, MA, USA
| | - Isabella Giammusso
- Department of Psychology, Educational Science and Human Movement, University of Palermo, Palermo, Italy
| | - Tripat Gill
- Lazaridis School of Business and Economics, Wilfrid Laurier University, Waterloo, Ontario, Canada
| | - Biljana Gjoneska
- Macedonian Academy of Sciences and Arts, Skopje, North Macedonia
| | - Mario Gollwitzer
- Department of Psychology, Ludwig-Maximilians-Universität München, München, Germany
| | | | - Maurice Grinberg
- Department of Cognitive Science and Psychology, New Bulgarian University, Sofia, Bulgaria
| | | | | | - Andree Hartanto
- School of Social Sciences, Singapore Management University, Singapore, Singapore
| | | | - Javad Hatami
- Department of Psychology, University of Tehran, Tehran, Iran
| | - Katrina R Heimark
- Instituto de Investigación Científica, Universidad de Lima, Lima, Peru
| | | | - Evgeniya Hristova
- Department of Cognitive Science and Psychology, New Bulgarian University, Sofia, Bulgaria
| | - Matej Hruška
- Faculty of Social and Economic Sciences, Comenius University in Bratislava, Bratislava, Slovakia
| | | | - Richard Huskey
- Department of Communication, Center for Mind and Brain, University of California Davis, Davis, CA, USA
| | - Ayumi Ikeda
- Graduate School of Human-Environment Studies, Kyushu University, Fukuoka, Japan
| | - Yoel Inbar
- University of Toronto, Toronto, Ontario, Canada
| | - Gordon P D Ingram
- Department of Psychology, Universidad de los Andes, Bogotá, Colombia
| | - Ozan Isler
- School of Economics and Finance, Queensland University of Technology, Brisbane, Queensland, Australia.,Centre for Behavioural Economics, Society and Technology, Brisbane, Queensland, Australia
| | | | | | | | - Steve M J Janssen
- School of Psychology, University of Nottingham Malaysia, Semenyih, Malaysia
| | | | - Biljana Jokić
- Laboratory for Research of Individual Differences, Faculty of Philosophy, University of Belgrade, Belgrade, Serbia
| | - Pavol Kačmár
- Department of Psychology, Faculty of Arts, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Veselina Kadreva
- Department of Cognitive Science and Psychology, New Bulgarian University, Sofia, Bulgaria
| | | | | | | | - Keith M Kendrick
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | | | - Halil E Kocalar
- Department of Psychological Counseling and Guidance, Muğla Sıtkı Koçman University, Muğla, Turkey
| | | | - Marta Kowal
- Instutute of Psychology, University of Wrocław, Wrocław, Poland
| | - Elliott Kruse
- EGADE Business School, Instituto Tecnológico y de Estudios Superiores de Monterrey, San Pedro Garza García, Mexico
| | - Lenka Kučerová
- Department of Psychology, Faculty of Arts, Charles University, Prague, Czechia
| | | | | | | | - Claus Lamm
- Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Joris Lammers
- Social Cognition Center Cologne, University of Cologne, Cologne, Germany
| | - Elke B Lange
- Department of Music, Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany
| | - Anthony Lantian
- Département de Psychologie, Laboratoire Parisien de Psychologie Sociale, UPL, University Paris Nanterre, Paris, France
| | - Ivy Y-M Lau
- School of Social Sciences, Singapore Management University, Singapore, Singapore
| | - Ljiljana B Lazarevic
- Laboratory for Research of Individual Differences, Faculty of Philosophy, University of Belgrade, Belgrade, Serbia
| | - Marijke C Leliveld
- Marketing Department, University of Groningen, Groningen, the Netherlands
| | - Jennifer N Lenz
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, Krems an der Donau, Austria
| | | | | | - Manyu Li
- University of Louisiana at Lafayette, Lafayette, LA, USA
| | - Yansong Li
- Reward, Competition and Social Neuroscience Lab, Department of Psychology, School of Social and Behavioral Sciences, Nanjing University, Nanjing, China.,Institute for Brain Sciences, Nanjing University, Nanjing, China
| | - Haozheng Li
- Institute of Applied Psychology, School of Public Administration, Northwest University, Xi'an, China
| | - Tiago J S Lima
- Department of Social and Work Psychology, University of Brasília, Brasília, Brazil
| | - Samuel Lins
- Faculty of Psychology and Educational Sciences, University of Porto, Porto, Portugal
| | - Marco Tullio Liuzza
- Department of Medical and Surgical Sciences, "Magna Graecia" University of Catanzaro, Catanzaro, Italy
| | - Paula Lopes
- Faculty of Psychology and Educational Sciences, University of Porto, Porto, Portugal
| | - Jackson G Lu
- Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Trent Lynds
- Department of Psychology, Lakehead University, Thunder Bay, Ontario, Canada
| | - Martin Máčel
- Department of Psychology, Faculty of Arts, Charles University, Prague, Czechia
| | - Sean P Mackinnon
- Department of Psychology and Neuroscience, Dalhousie University, Halifax, Nova Scotia, Canada
| | | | - Zoe Magraw-Mickelson
- Department of Psychology, Ludwig-Maximilians-Universität München, München, Germany
| | - Leon F Magson
- Department of Psychology, University of Portsmouth, Portsmouth, UK
| | - Harry Manley
- Faculty of Psychology, Chulalongkorn University, Bangkok, Thailand
| | - Gabriela M Marcu
- Department of Psychology, Lucian Blaga University of Sibiu, Sibiu, Romania
| | - Darja Masli Seršić
- Department of Psychology, Faculty of Humanities and Social Sciences, University of Zagreb, Zagreb, Croatia
| | | | | | - Mahdi Mazidi
- Centre for the Advancement of Research on Emotion, School of Psychological Science, The University of Western Australia, Perth, Western Australia, Australia
| | - Joseph P McFall
- Department of Psychology, State University of New York at Fredonia, Fredonia, NY, USA
| | | | - Michael C Mensink
- Psychology Department, University of Wisconsin-Stout, Menomonie, WI, USA
| | - Lena Miketta
- Max Planck Institute for Research on Collective Goods, Bonn, Germany
| | | | - Alberto Mirisola
- Department of Psychology, Educational Science and Human Movement, University of Palermo, Palermo, Italy
| | - Michal Misiak
- Instutute of Psychology, University of Wrocław, Wrocław, Poland.,School of Anthropology and Museum Ethnography, University of Oxford, Oxford, UK
| | - Panagiotis Mitkidis
- Department of Management, Aarhus University, Aarhus, Denmark.,Social Science Research Institute, Duke University, Durham, NC, USA
| | | | - Arash Monajem
- Department of Psychology, University of Tehran, Tehran, Iran
| | - David Moreau
- School of Psychology and Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | | | | | - Danielle P Ochoa
- Department of Psychology, University of the Philippines Diliman, Quezon City, Philippines
| | - Jerome Olsen
- Max Planck Institute for Research on Collective Goods, Bonn, Germany
| | | | | | | | | | | | - Philip Pärnamets
- New York University, New York, NY, USA.,Karolinska Institutet, Solna, Sweden
| | | | - Michal Parzuchowski
- Center for Research on Cognition and Behavior, SWPS University of Social Sciences and Humanities in Sopot, Sopot, Poland
| | | | | | | | - Kim Peters
- Department of Management, University of Exeter, Exeter, UK
| | | | - Isabel Pinto
- Center of Psychology, University of Porto, Porto, Portugal
| | | | | | | | | | - Ekaterina Pronizius
- Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Danka Purić
- Laboratory for Research of Individual Differences, Faculty of Philosophy, University of Belgrade, Belgrade, Serbia
| | - Elisa Puvia
- Department of Psychology, Educational Science and Human Movement, University of Palermo, Palermo, Italy
| | - Vahid Qamari
- Department of Psychology, University of Tehran, Tehran, Iran
| | - Kun Qian
- Institute of Decision Science for a Sustainable Society, Kyushu University, Fukuoka, Japan
| | - Alain Quiamzade
- University of Geneva, Geneva, Switzerland.,UniDistance Switzerland, Sierre, Switzerland
| | - Beáta Ráczová
- Department of Psychology, Faculty of Arts, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Diego A Reinero
- Department of Psychology, New York University, New York, NY, USA
| | - Ulf-Dietrich Reips
- Research Methods, Assessment, and iScience, Department of Psychology, University of Konstanz, Konstanz, Germany
| | - Cecilia Reyna
- Instituto de Investigaciones Psicológicas, Universidad Nacional de Córdoba (IIPsi, Conicet-UNC), Córdoba, Spain
| | - Kimberly Reynolds
- Department of Psychology, Nicholls State University, Thibodaux, LA, USA
| | | | - Jan P Röer
- Witten/Herdecke University, Witten, Germany
| | - Robert M Ross
- Department of Psychology, Macquarie University, Sydney, New South Wales, Australia
| | - Petros Roussos
- Department of Psychology, National and Kapodistrian University of Athens, Athens, Greece
| | | | - Susana Ruiz-Fernandez
- FOM University of Applied Sciences, Essen, Germany.,Leibniz-Institut für Wissensmedien, Tübingen, Germany
| | | | - Katarzyna Rybus
- Center for Research on Cognition and Behavior, SWPS University of Social Sciences and Humanities in Sopot, Sopot, Poland
| | - Adil Samekin
- M. Narikbayev KAZGUU University, Nur-Sultan, Kazakhstan
| | - Anabela C Santos
- Iscte-University Institute of Lisbon, CIS-IUL, Lisbon, Portugal.,Aventura Social and DESSH, Faculty of Human Kinetics, Institute of Environmental Health, Medicine Faculty, University of Lisbon, Lisbon, Portugal
| | - Nicolas Say
- Prague University of Economics and Business, Prague, Czechia
| | | | - Kathleen Schmidt
- School of Psychological and Behavioral Sciences, Southern Illinois University, Carbondale, IL, USA
| | | | | | - Jiaxin Shi
- Department of Psychology, University of Hong Kong, Hong Kong, China
| | - Yaoxi Shi
- Imperial College Business School, Imperial College London, London, UK
| | - Erin Sievers
- Department of Psychology, Ashland University, Ashland, OH, USA
| | | | - Michael Slipenkyj
- Department of Psychology and The Brain and Mind Institute, The University of Western Ontario, London, Canada
| | | | | | | | | | | | - Ian D Stephen
- Department of Psychology, Macquarie University, Sydney, New South Wales, Australia
| | - Anni Sternisko
- Department of Psychology, New York University, New York, NY, USA
| | | | | | - Stefan Stieger
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, Krems an der Donau, Austria
| | - Daniel Storage
- Department of Psychology, University of Denver, Denver, CO, USA
| | | | - Kyle J Susa
- California State University, Bakersfield, CA, USA
| | | | - Natalia M Szostak
- Center for Research on Cognition and Behavior, SWPS University of Social Sciences and Humanities in Sopot, Sopot, Poland
| | | | | | | | | | - Lucas E Tiong
- School of Social Sciences, Singapore Management University, Singapore, Singapore
| | - Mirjana Tonković
- Department of Psychology, Faculty of Humanities and Social Sciences, University of Zagreb, Zagreb, Croatia
| | | | | | - Belgüzar N Türkan
- Department of Psychology, Faculty of Science and Arts, Pamukkale University, Denizli, Turkey
| | - Mathias Twardawski
- Department of Psychology, Ludwig-Maximilians-Universität München, München, Germany
| | - Miguel A Vadillo
- Department of Experimental Psychology, Autonomous University of Madrid, Madrid, Spain
| | - Zahir Vally
- Department of Clinical Psychology, United Arab Emirates University, Al Ain, United Arab Emirates.,Wolfson College, University of Oxford, Oxford, UK
| | | | | | - Denis Vlašiček
- Department of Psychology, Faculty of Humanities and Social Sciences, University of Zagreb, Zagreb, Croatia
| | - Martin Voracek
- Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | | | - Shuzhen Wang
- Institute of Applied Psychology, School of Public Administration, Northwest University, Xi'an, China
| | - Skye-Loren West
- Department of Psychology, University of Portsmouth, Portsmouth, UK
| | - Stephen Whyte
- School of Economics and Finance, Queensland University of Technology, Brisbane, Queensland, Australia.,Centre for Behavioural Economics, Society and Technology, Brisbane, Queensland, Australia
| | - Leigh S Wilton
- Department of Psychology, Skidmore College, Saratoga Springs, NY, USA
| | - Anna Wlodarczyk
- Escuela de Psicología, Universidad Católica del Norte, Antofagasta, Chile
| | - Xue Wu
- Graduate School of Human-Environment Studies, Kyushu University, Fukuoka, Japan
| | - Fei Xin
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Su Yadanar
- University of California, Santa Barbara, CA, USA
| | - Hiroshi Yama
- School of Literature and Human Sciences, Osaka City University, Osaka, Japan
| | - Yuki Yamada
- Faculty of Arts and Science, Kyushu University, Fukuoka, Japan
| | | | - Sangsuk Yoon
- Department of Management and Marketing, University of Dayton, Dayton, OH, USA
| | | | - Ilya Zakharov
- Psychological Institute of Russian Academy of Education, Moscow, Russia
| | | | - Ingo Zettler
- Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - Iris L Žeželj
- Laboratory for Research of Individual Differences, Faculty of Philosophy, University of Belgrade, Belgrade, Serbia
| | - Don C Zhang
- Louisiana State University, Baton Rouge, LA, USA
| | - Jin Zhang
- Institute of Applied Psychology, School of Public Administration, Northwest University, Xi'an, China
| | - Xiaoxiao Zheng
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China.,Brain Cognition and Brain Disease Institute (BCBDI), Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | | | - Balazs Aczel
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
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7
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Van Bavel JJ, Cichocka A, Capraro V, Sjåstad H, Nezlek JB, Pavlović T, Alfano M, Gelfand MJ, Azevedo F, Birtel MD, Cislak A, Lockwood PL, Ross RM, Abts K, Agadullina E, Aruta JJB, Besharati SN, Bor A, Choma BL, Crabtree CD, Cunningham WA, De K, Ejaz W, Elbaek CT, Findor A, Flichtentrei D, Franc R, Gjoneska B, Gruber J, Gualda E, Horiuchi Y, Huynh TLD, Ibanez A, Imran MA, Israelashvili J, Jasko K, Kantorowicz J, Kantorowicz-Reznichenko E, Krouwel A, Laakasuo M, Lamm C, Leygue C, Lin MJ, Mansoor MS, Marie A, Mayiwar L, Mazepus H, McHugh C, Minda JP, Mitkidis P, Olsson A, Otterbring T, Packer DJ, Perry A, Petersen MB, Puthillam A, Riaño-Moreno JC, Rothmund T, Santamaría-García H, Schmid PC, Stoyanov D, Tewari S, Todosijević B, Tsakiris M, Tung HH, Umbreș RG, Vanags E, Vlasceanu M, Vonasch A, Yucel M, Zhang Y, Abad M, Adler E, Akrawi N, Mdarhri HA, Amara H, Amodio DM, Antazo BG, Apps M, Ay FC, Ba MH, Barbosa S, Bastian B, Berg A, Bernal-Zárate MP, Bernstein M, Białek M, Bilancini E, Bogatyreva N, Boncinelli L, Booth JE, Borau S, Buchel O, Cameron CD, Carvalho CF, Celadin T, Cerami C, Chalise HN, Cheng X, Cian L, Cockcroft K, Conway J, Córdoba-Delgado MA, Crespi C, Crouzevialle M, Cutler J, Cypryańska M, Dabrowska J, Daniels MA, Davis VH, Dayley PN, Delouvee S, Denkovski O, Dezecache G, Dhaliwal NA, Diato AB, Di Paolo R, Drosinou M, Dulleck U, Ekmanis J, Ertan AS, Etienne TW, Farhana HH, Farkhari F, Farmer H, Fenwick A, Fidanovski K, Flew T, Fraser S, Frempong RB, Fugelsang JA, Gale J, Garcia-Navarro EB, Garladinne P, Ghajjou O, Gkinopoulos T, Gray K, Griffin SM, Gronfeldt B, Gümren M, Gurung RL, Halperin E, Harris E, Herzon V, Hruška M, Huang G, Hudecek MFC, Isler O, Jangard S, Jørgensen FJ, Kachanoff F, Kahn J, Dangol AK, Keudel O, Koppel L, Koverola M, Kubin E, Kunnari A, Kutiyski Y, Laguna O, Leota J, Lermer E, Levy J, Levy N, Li C, Long EU, Longoni C, Maglić M, McCashin D, Metcalf AL, Mikloušić I, El Mimouni S, Miura A, Molina-Paredes J, Monroy-Fonseca C, Morales-Marente E, Moreau D, Muda R, Myer A, Nash K, Nesh-Nash T, Nitschke JP, Nurse MS, Ohtsubo Y, Oldemburgo de Mello V, O'Madagain C, Onderco M, Palacios-Galvez MS, Palomäki J, Pan Y, Papp Z, Pärnamets P, Paruzel-Czachura M, Pavlović Z, Payán-Gómez C, Perander S, Pitman MM, Prasad R, Pyrkosz-Pacyna J, Rathje S, Raza A, Rêgo GG, Rhee K, Robertson CE, Rodríguez-Pascual I, Saikkonen T, Salvador-Ginez O, Sampaio WM, Santi GC, Santiago-Tovar N, Savage D, Scheffer JA, Schönegger P, Schultner DT, Schutte EM, Scott A, Sharma M, Sharma P, Skali A, Stadelmann D, Stafford CA, Stanojević D, Stefaniak A, Sternisko A, Stoica A, Stoyanova KK, Strickland B, Sundvall J, Thomas JP, Tinghög G, Torgler B, Traast IJ, Tucciarelli R, Tyrala M, Ungson ND, Uysal MS, Van Lange PAM, van Prooijen JW, van Rooy D, Västfjäll D, Verkoeijen P, Vieira JB, von Sikorski C, Walker AC, Watermeyer J, Wetter E, Whillans A, Willardt R, Wohl MJA, Wójcik AD, Wu K, Yamada Y, Yilmaz O, Yogeeswaran K, Ziemer CT, Zwaan RA, Boggio PS. Author Correction: National identity predicts public health support during a global pandemic. Nat Commun 2022; 13:1949. [PMID: 35388016 PMCID: PMC8986871 DOI: 10.1038/s41467-022-29658-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Jay J Van Bavel
- Department of Psychology and Neural Science, New York University, New York, NY, USA.
| | | | - Valerio Capraro
- Department of Economics, Middlesex University London, London, England
| | - Hallgeir Sjåstad
- Department of Strategy and Management, Norwegian School of Economics, Bergen, Norway
| | - John B Nezlek
- SWPS University of Social Sciences and Humanities, Poznań, Poland.,Department of Psychological Sciences, College of William and Mary, Williamsburg, VA, USA
| | | | - Mark Alfano
- Department of Philosophy, Macquarie University, Sydney, NSW, Australia
| | - Michele J Gelfand
- Stanford Graduate School of Business, Stanford University, Stanford, CA, USA
| | - Flavio Azevedo
- Institute of Communication Science, Friedrich-Schiller University Jena, Jena, Germany.
| | - Michèle D Birtel
- School of Human Sciences, Institute for Lifecourse Development, University of Greenwich, London, England
| | | | - Patricia L Lockwood
- Department of Experimental Psychology, University of Oxford, Oxford, England.,Center for Human Brain Health, School of Psychology, University of Birmingham, Birmingham, England
| | | | | | - Elena Agadullina
- National Research University Higher School of Economics (HSE), Moscow, Russia
| | | | | | - Alexander Bor
- Department of Political Science, Aarhus University, Aarhus, Denmark
| | | | | | | | - Koustav De
- Gatton College of Business and Economics, University of Kentucky, Lexington, KY, USA
| | - Waqas Ejaz
- Department of Mass Communication, National University of Science and Technology (NUST), Islamabad, Pakistan
| | | | - Andrej Findor
- Faculty of Social and Economic Sciences, Comenius University, Bratislava, Slovakia
| | | | - Renata Franc
- Institute of Social Sciences Ivo Pilar, Zagreb, Croatia
| | - Biljana Gjoneska
- Macedonian Academy of Sciences and Arts, North Macedonia, Republic of North Macedonia
| | - June Gruber
- University of Colorado Boulder, Boulder, CO, USA
| | - Estrella Gualda
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain.,Faculty of Social Work, University of Huelva, Huelva, Spain
| | - Yusaku Horiuchi
- Department of Government, Dartmouth College, Hanover, NH, USA
| | | | - Agustin Ibanez
- Latin American Brain Health Institute (BrainLat), Adolfo Ibáñez University, Santiago, Chile.,Global Brain Health Institute, University of San Andrés, Buenos Aires, Argentina
| | - Mostak Ahamed Imran
- Department of Educational and Counselling Psychology, University of Dhaka, Dhaka, Bangladesh
| | - Jacob Israelashvili
- Psychology Department, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Katarzyna Jasko
- Institute of Psychology, Jagiellonian University, Kraków, Poland
| | - Jaroslaw Kantorowicz
- Institute of Security and Global Affairs, Leiden University, The Hague, Netherlands
| | | | - André Krouwel
- Department of Political Science, Vrije University (VU) Amsterdam, Amsterdam, Netherlands
| | - Michael Laakasuo
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Claus Lamm
- Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria
| | - Caroline Leygue
- School of Psychology, National Autonomous University of Mexico, Mexico City, Mexico
| | - Ming-Jen Lin
- Department of Economics, National Taiwan University, Taipei, Taiwan.,Center for Research in Econometric Theory and Applications, National Taiwan University, Taipei, Taiwan
| | | | - Antoine Marie
- Department of Political Science, Aarhus University, Aarhus, Denmark
| | - Lewend Mayiwar
- Department of Leadership and Organizational Behavior, BI Norwegian Business School, Oslo, Norway
| | - Honorata Mazepus
- Institute of Security and Global Affairs, Leiden University, Leiden, Netherlands.,Faculty of Governance and Global Affairs, Leiden University, Leiden, Netherlands
| | - Cillian McHugh
- Department of Psychology, University of Limerick, Limerick, Ireland
| | - John Paul Minda
- Department of Psychology, The University of Western Ontario, London, ON, Canada
| | - Panagiotis Mitkidis
- Department of Management, Aarhus University, Aarhus, Denmark.,Center for Advanced Hindsight, Duke University, Durham, NC, USA
| | - Andreas Olsson
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | - Tobias Otterbring
- Department of Management, University of Agder, Kristiansand, Norway.,Institute of Retail Economics, Stockholm, Sweden
| | | | - Anat Perry
- Psychology Department, The Hebrew University of Jerusalem, Jerusalem, Israel
| | | | | | - Julián C Riaño-Moreno
- Medicine Faculty, Cooperative University of Colombia, Villavicencio, Colombia.,Department of Bioethics, El Bosque University, Bogotá, Colombia
| | - Tobias Rothmund
- Institute of Communication Science, Friedrich-Schiller University Jena, Jena, Germany
| | | | - Petra C Schmid
- Department of Management, Technology, and Economics, ETH Zürich, Zürich, Switzerland
| | - Drozdstoy Stoyanov
- Department of Psychiatry and Medical Psychology, Research Institute, Medical University of Plovdiv, Plovdiv, Bulgaria
| | - Shruti Tewari
- Humanities and Social Sciences, Indian Institute of Management, Indore, India
| | | | - Manos Tsakiris
- Department of Psychology, Royal Holloway, University of London, London, England.,Center for the Politics of Feelings, School of Advanced Study, University of London, London, England.,Department of Behavioral and Cognitive Sciences, Faculty of Humanities, Education and Social Sciences, University of Luxembourg, Luxembourg City, Luxembourg
| | - Hans H Tung
- Center for Research in Econometric Theory and Applications, National Taiwan University, Taipei, Taiwan.,Department of Political Science, National Taiwan University, Taipei, Taiwan
| | - Radu G Umbreș
- Faculty of Political Science, National School for Political Studies and Public Administration, Bucharest, Romania
| | - Edmunds Vanags
- Department of Psychology, University of Latvia, Riga, Latvia
| | | | - Andrew Vonasch
- Department of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
| | - Meltem Yucel
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA.,Department of Psychology, University of Virginia, Charlottesville, VA, USA
| | - Yucheng Zhang
- School of Economics and Management, Hebei University of Technology, Tianjin, PR China
| | - Mohcine Abad
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Eli Adler
- Psychology Department, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Narin Akrawi
- Institute for Research and Development-Kurdistan, Middle East, Iraq
| | - Hamza Alaoui Mdarhri
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | | | - David M Amodio
- Department of Psychology and Neural Science, New York University, New York, NY, USA.,Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Benedict G Antazo
- Department of Psychology, Jose Rizal University, Mandaluyong, Philippines
| | - Matthew Apps
- Center for Human Brain Health, School of Psychology, University of Birmingham, Birmingham, England
| | - F Ceren Ay
- Department of Economics, Norwegian School of Economics, Bergen, Norway.,Telenor Research, Oslo, Norway
| | | | - Sergio Barbosa
- School of Medicine and Health Sciences, University of Rosario, Bogotá, Colombia.,Moral Psychology and Decision Sciences Research Incubator, University of Rosario, Bogotá, Colombia
| | - Brock Bastian
- School of Psychological Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Anton Berg
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | | | - Michael Bernstein
- Department of Psychological and Social Sciences, Penn State Abington, Abington, PA, USA
| | - Michał Białek
- Institute of Psychology, University of Wrocław, Wrocław, Poland
| | | | - Natalia Bogatyreva
- National Research University Higher School of Economics (HSE), Moscow, Russia
| | - Leonardo Boncinelli
- Department of Economics and Management, University of Florence, Florence, Italy
| | - Jonathan E Booth
- Department of Management, London School of Economics and Political Science, London, England
| | - Sylvie Borau
- Toulouse Business School, University of Toulouse, Toulouse, France
| | - Ondrej Buchel
- Social Policy Institute of the Ministry of Labor, Family and Social Affairs of the Slovak Republic, Bratislava, Slovakia.,Department of Sociology, Tilburg University, Tilburg, Netherlands
| | - C Daryl Cameron
- Department of Psychology, Penn State University, University Park, PA, USA.,Rock Ethics Institute, Penn State University, University Park, PA, USA
| | - Chrissie F Carvalho
- Department of Psychology, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Tatiana Celadin
- Department of Economics, University of Bologna, Bologna, Italy
| | - Chiara Cerami
- IUSS Cognitive Neuroscience (ICoN) Center, Institute for Advanced Study of Pavia, Pavia, Italy.,Cognitive Computational Neuroscience Research Unit, Neurological Institute Foundation Casimiro Mondino, Pavia, Italy
| | | | - Xiaojun Cheng
- School of Psychology, Shenzhen University, Shenzhen, PR China
| | - Luca Cian
- Darden School of Business, University of Virginia, Charlottesville, VA, USA
| | - Kate Cockcroft
- Department of Psychology, University of the Witwatersrand, Johannesburg, South Africa
| | - Jane Conway
- Institute for Advanced Study in Toulouse, Université Toulouse 1 Capitole, Toulouse, France
| | | | - Chiara Crespi
- Cognitive Computational Neuroscience Research Unit, Neurological Institute Foundation Casimiro Mondino, Pavia, Italy.,Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Marie Crouzevialle
- Department of Management, Technology, and Economics, ETH Zürich, Zürich, Switzerland
| | - Jo Cutler
- Department of Experimental Psychology, University of Oxford, Oxford, England.,Center for Human Brain Health, School of Psychology, University of Birmingham, Birmingham, England
| | | | | | - Michael A Daniels
- UBC Sauder School of Business, University of British Columbia, Vancouver, BC, Canada
| | - Victoria H Davis
- Department of Psychology, University of Toronto, Toronto, ON, Canada
| | - Pamala N Dayley
- Psychology Department, University of California - Los Angeles, Los Angeles, CA, USA
| | - Sylvain Delouvee
- Laboratory of Psychology: Cognition, Behavior, and Communication (LP3C), Rennes 2 University, Rennes, France
| | - Ognjan Denkovski
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Guillaume Dezecache
- Laboratory of Social and Cognitive Psychology, Clermont Auvergne University, CNRS, Clermont-Ferrand, France
| | - Nathan A Dhaliwal
- UBC Sauder School of Business, University of British Columbia, Vancouver, BC, Canada
| | - Alelie B Diato
- Cavite State University-General Trias City Campus, Cavite, Philippines
| | | | - Marianna Drosinou
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Uwe Dulleck
- School of Economics and Finance, Queensland University of Technology, Brisbane, QLD, Australia.,Center for Behavioural Economics, Society and Technology, Queensland University of Technology, Brisbane, QLD, Australia.,Crawford School of Public Policy, Australian National University, Canberra, ACT, Australia.,CESifo, University of Munich, Munich, Germany
| | - Jānis Ekmanis
- Department of Psychology, University of Latvia, Riga, Latvia
| | - Arhan S Ertan
- Department of International Trade, Boğaziçi University, Istanbul, Turkey
| | - Tom W Etienne
- Kieskompas - Election Compass, Amsterdam, Netherlands
| | - Hapsa Hossain Farhana
- Department of Educational and Counselling Psychology, University of Dhaka, Dhaka, Bangladesh
| | - Fahima Farkhari
- Institute of Communication Science, Friedrich-Schiller University Jena, Jena, Germany
| | - Harry Farmer
- School of Human Sciences, Institute for Lifecourse Development, University of Greenwich, London, England
| | - Ali Fenwick
- Hult International Business School Dubai, Dubai, UAE
| | - Kristijan Fidanovski
- Department of Social Policy and Intervention, University of Oxford, Oxford, England
| | - Terry Flew
- Department of Media and Communications, University of Sydney, Sydney, NSW, Australia
| | - Shona Fraser
- Department of Psychiatry, University of the Witwatersrand, Johannesburg, South Africa
| | | | | | - Jessica Gale
- Department of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
| | - E Begoña Garcia-Navarro
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain
| | - Prasad Garladinne
- Humanities and Social Sciences, Indian Institute of Management, Indore, India
| | - Oussama Ghajjou
- Department of Peace Studies, University of Bradford, Bradford, England
| | | | - Kurt Gray
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | | | - Mert Gümren
- Department of Economics, Koc University, Istanbul, Turkey
| | | | - Eran Halperin
- Psychology Department, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Elizabeth Harris
- Department of Psychology and Neural Science, New York University, New York, NY, USA
| | - Volo Herzon
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Matej Hruška
- Faculty of Social and Economic Sciences, Comenius University, Bratislava, Slovakia
| | - Guanxiong Huang
- Department of Media and Communication, City University of Hong Kong, Kowloon Tong, Hong Kong
| | - Matthias F C Hudecek
- University of Regensburg, Regensburg, Germany.,FOM University of Applied Sciences, Essen, Germany
| | - Ozan Isler
- School of Economics and Finance, Queensland University of Technology, Brisbane, QLD, Australia.,Center for Behavioural Economics, Society and Technology, Queensland University of Technology, Brisbane, QLD, Australia
| | - Simon Jangard
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | | | - Frank Kachanoff
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - John Kahn
- Department of Government, Dartmouth College, Hanover, NH, USA
| | | | - Oleksandra Keudel
- Graduate School for Transnational Studies, Free University of Berlin, Berlin, Germany
| | - Lina Koppel
- Department of Management and Engineering, Linköping University, Linköping, Sweden
| | - Mika Koverola
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Emily Kubin
- Department of Psychology, University of Koblenz-Landau, Landau, Germany
| | - Anton Kunnari
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | | | - Oscar Laguna
- Kieskompas - Election Compass, Amsterdam, Netherlands
| | - Josh Leota
- Department of Psychology, University of Alberta, Edmonton, AB, Canada
| | - Eva Lermer
- FOM University of Applied Sciences, Essen, Germany.,LMU Center for Leadership and People Management, Ludwig Maximilian University of Munich, Munich, Germany.,Ansbach University for Applied Sciences, Ansbach, Germany
| | - Jonathan Levy
- Baruch Ivcher School of Psychology, Interdisciplinary Center Herzliya (IDC), Herzliya, Israel.,Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland
| | - Neil Levy
- Department of Philosophy, Macquarie University, Sydney, NSW, Australia
| | - Chunyun Li
- Department of Management, London School of Economics and Political Science, London, England
| | - Elizabeth U Long
- Department of Psychology, University of Toronto, Toronto, ON, Canada
| | - Chiara Longoni
- Questrom School of Business, Boston University, Boston, MA, USA
| | - Marina Maglić
- Institute of Social Sciences Ivo Pilar, Zagreb, Croatia
| | | | | | | | | | - Asako Miura
- Graduate School of Human Sciences Human Sciences, Osaka University, Suita, Japan
| | | | | | - Elena Morales-Marente
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain
| | - David Moreau
- School of Psychology, University of Auckland, Auckland, New Zealand
| | - Rafał Muda
- Faculty of Economics, Maria Curie-Skłodowska University, Lublin, Poland
| | - Annalisa Myer
- Department of Psychology, University of Virginia, Charlottesville, VA, USA.,Department of Psychology, The City University of New York (CUNY) Graduate Center, New York, NY, USA
| | - Kyle Nash
- Department of Psychology, University of Alberta, Edmonton, AB, Canada
| | | | - Jonas P Nitschke
- Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria
| | - Matthew S Nurse
- Australian National Centre for the Public Awareness of Science, Australian National University, Canberra, ACT, Australia
| | - Yohsuke Ohtsubo
- Department of Social Psychology, Graduate School of Humanities and Sociology, University of Tokyo, Tokyo, Japan
| | | | - Cathal O'Madagain
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Michal Onderco
- Department of Public Administration and Sociology, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - M Soledad Palacios-Galvez
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain
| | - Jussi Palomäki
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Yafeng Pan
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | - Zsófia Papp
- Center for Social Sciences, Hungarian Academy of Sciences Center of Excellence, Budapest, Hungary
| | - Philip Pärnamets
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | | | - Zoran Pavlović
- Department of Psychology, University of Belgrade, Belgrade, Serbia
| | - César Payán-Gómez
- Department of Biology, Faculty of Natural Sciences, Universidad del Rosario, Bogotá, Colombia
| | - Silva Perander
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Michael Mark Pitman
- Department of Psychology, University of the Witwatersrand, Johannesburg, South Africa
| | | | | | - Steve Rathje
- Department of Psychology, University of Cambridge, Cambridge, England
| | - Ali Raza
- Department of Computer Science, University of Colorado Boulder, Boulder, CO, USA.,Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO, USA
| | - Gabriel G Rêgo
- Social and Cognitive Neuroscience Laboratory, Mackenzie Presbyterian University, São Paulo, Brazil
| | | | - Claire E Robertson
- Department of Psychology and Neural Science, New York University, New York, NY, USA
| | - Iván Rodríguez-Pascual
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain
| | | | | | - Waldir M Sampaio
- Social and Cognitive Neuroscience Laboratory, Mackenzie Presbyterian University, São Paulo, Brazil
| | - Gaia C Santi
- IUSS Cognitive Neuroscience (ICoN) Center, Institute for Advanced Study of Pavia, Pavia, Italy
| | | | - David Savage
- Newcastle Business School, University of Newcastle, Callaghan, NSW, Australia
| | - Julian A Scheffer
- Department of Psychology, Penn State University, University Park, PA, USA
| | - Philipp Schönegger
- Department of Philosophy, University of St Andrews, St Andrews, Scotland.,School of Economics and Finance, University of St Andrews, St Andrews, Scotland
| | - David T Schultner
- Department of Psychology, Jose Rizal University, Mandaluyong, Philippines
| | - Enid M Schutte
- Department of Psychology, University of the Witwatersrand, Johannesburg, South Africa
| | - Andy Scott
- Department of Psychology, University of Alberta, Edmonton, AB, Canada
| | | | | | - Ahmed Skali
- Department of Global Economics and Management, University of Groningen, Groningen, Netherlands
| | | | - Clara Alexandra Stafford
- Department of Psychology, The University of Western Ontario, London, ON, Canada.,Brain and Mind Institute, University of Western Ontario, London, ON, Canada.,Western Interdisciplinary Research Building, University of Western Ontario, London, ON, Canada
| | | | - Anna Stefaniak
- Department of Psychology, Carleton University, Ottawa, ON, Canada
| | - Anni Sternisko
- Department of Psychology and Neural Science, New York University, New York, NY, USA
| | - Augustin Stoica
- National University of Political Studies and Public Administration (SNSPA), Bucharest, Romania
| | - Kristina K Stoyanova
- Research Institute at Medical University of Plovdiv), Division of Translational Neuroscience, Plovdiv, Bulgaria
| | - Brent Strickland
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco.,Department of Cognitive Science, ENS, EHESS, CNRS, Institut Jean Nicod, PSL Research University, Paris, France
| | - Jukka Sundvall
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Jeffrey P Thomas
- School of Psychological Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Gustav Tinghög
- Department of Management and Engineering, Linköping University, Linköping, Sweden
| | - Benno Torgler
- School of Economics and Finance, Queensland University of Technology, Brisbane, QLD, Australia.,Center for Behavioural Economics, Society and Technology, Queensland University of Technology, Brisbane, QLD, Australia.,CREMA - Center for Research in Economics, Management and the Arts, Basel, Switzerland
| | - Iris J Traast
- Department of Psychology, Jose Rizal University, Mandaluyong, Philippines
| | - Raffaele Tucciarelli
- The Warburg Institute, School of Advanced Study, University of London, London, England.,Institute of Cognitive Neuroscience, University College London, London, England
| | - Michael Tyrala
- Institute for Emerging Market Studies, The Hong Kong University of Science and Technology, Kowloon, Hong Kong
| | - Nick D Ungson
- Department of Psychology, Susquehanna University, Selinsgrove, PA, USA
| | - Mete S Uysal
- Psychology Department, Dokuz Eylül University, İzmir, Turkey
| | - Paul A M Van Lange
- Department of Experimental and Applied Psychology, VU Amsterdam, Amsterdam, Netherlands
| | | | - Dirk van Rooy
- Research School of Psychology, Australian National University, Canberra, ACT, Australia
| | - Daniel Västfjäll
- Department of Behavioural Sciences and Learning (IBL), Linköping University, Linköping, Sweden
| | - Peter Verkoeijen
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - Joana B Vieira
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | | | | | - Jennifer Watermeyer
- Health Communication Research Unit, School of Human and Community Development, University of the Witwatersrand, Johannesburg, South Africa
| | - Erik Wetter
- Department of Business Administration, Stockholm School of Economics, Stockholm, Sweden
| | - Ashley Whillans
- Harvard Business School, Harvard University, Cambridge, MA, USA
| | - Robin Willardt
- Department of Management, Technology, and Economics, ETH Zürich, Zürich, Switzerland
| | - Michael J A Wohl
- Department of Psychology, Carleton University, Ottawa, ON, Canada
| | | | - Kaidi Wu
- University of California, San Diego, La Jolla, CA, USA
| | | | - Onurcan Yilmaz
- Department of Psychology, Kadir Has University, Istanbul, Turkey
| | - Kumar Yogeeswaran
- Department of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
| | | | - Rolf A Zwaan
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - Paulo S Boggio
- Social and Cognitive Neuroscience Laboratory, Mackenzie Presbyterian University, São Paulo, Brazil
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Van Bavel JJ, Cichocka A, Capraro V, Sjåstad H, Nezlek JB, Pavlović T, Alfano M, Gelfand MJ, Azevedo F, Birtel MD, Cislak A, Lockwood PL, Ross RM, Abts K, Agadullina E, Aruta JJB, Besharati SN, Bor A, Choma BL, Crabtree CD, Cunningham WA, De K, Ejaz W, Elbaek CT, Findor A, Flichtentrei D, Franc R, Gjoneska B, Gruber J, Gualda E, Horiuchi Y, Huynh TLD, Ibanez A, Imran MA, Israelashvili J, Jasko K, Kantorowicz J, Kantorowicz-Reznichenko E, Krouwel A, Laakasuo M, Lamm C, Leygue C, Lin MJ, Mansoor MS, Marie A, Mayiwar L, Mazepus H, McHugh C, Minda JP, Mitkidis P, Olsson A, Otterbring T, Packer DJ, Perry A, Petersen MB, Puthillam A, Riaño-Moreno JC, Rothmund T, Santamaría-García H, Schmid PC, Stoyanov D, Tewari S, Todosijević B, Tsakiris M, Tung HH, Umbreș RG, Vanags E, Vlasceanu M, Vonasch A, Yucel M, Zhang Y, Abad M, Adler E, Akrawi N, Mdarhri HA, Amara H, Amodio DM, Antazo BG, Apps M, Ay FC, Ba MH, Barbosa S, Bastian B, Berg A, Bernal-Zárate MP, Bernstein M, Białek M, Bilancini E, Bogatyreva N, Boncinelli L, Booth JE, Borau S, Buchel O, Cameron CD, Carvalho CF, Celadin T, Cerami C, Chalise HN, Cheng X, Cian L, Cockcroft K, Conway J, Córdoba-Delgado MA, Crespi C, Crouzevialle M, Cutler J, Cypryańska M, Dabrowska J, Daniels MA, Davis VH, Dayley PN, Delouvee S, Denkovski O, Dezecache G, Dhaliwal NA, Diato AB, Di Paolo R, Drosinou M, Dulleck U, Ekmanis J, Ertan AS, Etienne TW, Farhana HH, Farkhari F, Farmer H, Fenwick A, Fidanovski K, Flew T, Fraser S, Frempong RB, Fugelsang JA, Gale J, Garcia-Navarro EB, Garladinne P, Ghajjou O, Gkinopoulos T, Gray K, Griffin SM, Gronfeldt B, Gümren M, Gurung RL, Halperin E, Harris E, Herzon V, Hruška M, Huang G, Hudecek MFC, Isler O, Jangard S, Jørgensen FJ, Kachanoff F, Kahn J, Dangol AK, Keudel O, Koppel L, Koverola M, Kubin E, Kunnari A, Kutiyski Y, Laguna O, Leota J, Lermer E, Levy J, Levy N, Li C, Long EU, Longoni C, Maglić M, McCashin D, Metcalf AL, Mikloušić I, El Mimouni S, Miura A, Molina-Paredes J, Monroy-Fonseca C, Morales-Marente E, Moreau D, Muda R, Myer A, Nash K, Nesh-Nash T, Nitschke JP, Nurse MS, Ohtsubo Y, Oldemburgo de Mello V, O'Madagain C, Onderco M, Palacios-Galvez MS, Palomäki J, Pan Y, Papp Z, Pärnamets P, Paruzel-Czachura M, Pavlović Z, Payán-Gómez C, Perander S, Pitman MM, Prasad R, Pyrkosz-Pacyna J, Rathje S, Raza A, Rêgo GG, Rhee K, Robertson CE, Rodríguez-Pascual I, Saikkonen T, Salvador-Ginez O, Sampaio WM, Santi GC, Santiago-Tovar N, Savage D, Scheffer JA, Schönegger P, Schultner DT, Schutte EM, Scott A, Sharma M, Sharma P, Skali A, Stadelmann D, Stafford CA, Stanojević D, Stefaniak A, Sternisko A, Stoica A, Stoyanova KK, Strickland B, Sundvall J, Thomas JP, Tinghög G, Torgler B, Traast IJ, Tucciarelli R, Tyrala M, Ungson ND, Uysal MS, Van Lange PAM, van Prooijen JW, van Rooy D, Västfjäll D, Verkoeijen P, Vieira JB, von Sikorski C, Walker AC, Watermeyer J, Wetter E, Whillans A, Willardt R, Wohl MJA, Wójcik AD, Wu K, Yamada Y, Yilmaz O, Yogeeswaran K, Ziemer CT, Zwaan RA, Boggio PS. National identity predicts public health support during a global pandemic. Nat Commun 2022. [PMID: 35082277 DOI: 10.31234/osf.io/ydt95] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/13/2023] Open
Abstract
Changing collective behaviour and supporting non-pharmaceutical interventions is an important component in mitigating virus transmission during a pandemic. In a large international collaboration (Study 1, N = 49,968 across 67 countries), we investigated self-reported factors associated with public health behaviours (e.g., spatial distancing and stricter hygiene) and endorsed public policy interventions (e.g., closing bars and restaurants) during the early stage of the COVID-19 pandemic (April-May 2020). Respondents who reported identifying more strongly with their nation consistently reported greater engagement in public health behaviours and support for public health policies. Results were similar for representative and non-representative national samples. Study 2 (N = 42 countries) conceptually replicated the central finding using aggregate indices of national identity (obtained using the World Values Survey) and a measure of actual behaviour change during the pandemic (obtained from Google mobility reports). Higher levels of national identification prior to the pandemic predicted lower mobility during the early stage of the pandemic (r = -0.40). We discuss the potential implications of links between national identity, leadership, and public health for managing COVID-19 and future pandemics.
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Affiliation(s)
- Jay J Van Bavel
- Department of Psychology and Neural Science, New York University, New York, NY, USA.
| | | | - Valerio Capraro
- Department of Economics, Middlesex University London, London, England
| | - Hallgeir Sjåstad
- Department of Strategy and Management, Norwegian School of Economics, Bergen, Norway
| | - John B Nezlek
- SWPS University of Social Sciences and Humanities, Poznań, Poland
- Department of Psychological Sciences, College of William and Mary, Williamsburg, VA, USA
| | | | - Mark Alfano
- Department of Philosophy, Macquarie University, Sydney, NSW, Australia
| | - Michele J Gelfand
- Stanford Graduate School of Business, Stanford University, Stanford, CA, USA
| | - Flavio Azevedo
- Institute of Communication Science, Friedrich-Schiller University Jena, Jena, Germany.
| | - Michèle D Birtel
- School of Human Sciences, Institute for Lifecourse Development, University of Greenwich, London, England
| | | | - Patricia L Lockwood
- Department of Experimental Psychology, University of Oxford, Oxford, England
- Center for Human Brain Health, School of Psychology, University of Birmingham, Birmingham, England
| | | | | | - Elena Agadullina
- National Research University Higher School of Economics (HSE), Moscow, Russia
| | | | | | - Alexander Bor
- Department of Political Science, Aarhus University, Aarhus, Denmark
| | | | | | | | - Koustav De
- Gatton College of Business and Economics, University of Kentucky, Lexington, KY, USA
| | - Waqas Ejaz
- Department of Mass Communication, National University of Science and Technology (NUST), Islamabad, Pakistan
| | | | - Andrej Findor
- Faculty of Social and Economic Sciences, Comenius University, Bratislava, Slovakia
| | | | - Renata Franc
- Institute of Social Sciences Ivo Pilar, Zagreb, Croatia
| | - Biljana Gjoneska
- Macedonian Academy of Sciences and Arts, North Macedonia, Republic of North Macedonia
| | - June Gruber
- University of Colorado Boulder, Boulder, CO, USA
| | - Estrella Gualda
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain
- Faculty of Social Work, University of Huelva, Huelva, Spain
| | - Yusaku Horiuchi
- Department of Government, Dartmouth College, Hanover, NH, USA
| | | | - Agustin Ibanez
- Latin American Brain Health Institute (BrainLat), Adolfo Ibáñez University, Santiago, Chile
- Global Brain Health Institute, University of San Andrés, Buenos Aires, Argentina
| | - Mostak Ahamed Imran
- Department of Educational and Counselling Psychology, University of Dhaka, Dhaka, Bangladesh
| | - Jacob Israelashvili
- Psychology Department, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Katarzyna Jasko
- Institute of Psychology, Jagiellonian University, Kraków, Poland
| | - Jaroslaw Kantorowicz
- Institute of Security and Global Affairs, Leiden University, The Hague, Netherlands
| | | | - André Krouwel
- Department of Political Science, Vrije University (VU) Amsterdam, Amsterdam, Netherlands
| | - Michael Laakasuo
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Claus Lamm
- Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria
| | - Caroline Leygue
- School of Psychology, National Autonomous University of Mexico, Mexico City, Mexico
| | - Ming-Jen Lin
- Department of Economics, National Taiwan University, Taipei, Taiwan
- Center for Research in Econometric Theory and Applications, National Taiwan University, Taipei, Taiwan
| | | | - Antoine Marie
- Department of Political Science, Aarhus University, Aarhus, Denmark
| | - Lewend Mayiwar
- Department of Leadership and Organizational Behavior, BI Norwegian Business School, Oslo, Norway
| | - Honorata Mazepus
- Institute of Security and Global Affairs, Leiden University, Leiden, Netherlands
- Faculty of Governance and Global Affairs, Leiden University, Leiden, Netherlands
| | - Cillian McHugh
- Department of Psychology, University of Limerick, Limerick, Ireland
| | - John Paul Minda
- Department of Psychology, The University of Western Ontario, London, ON, Canada
| | - Panagiotis Mitkidis
- Department of Management, Aarhus University, Aarhus, Denmark
- Center for Advanced Hindsight, Duke University, Durham, NC, USA
| | - Andreas Olsson
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | - Tobias Otterbring
- Department of Management, University of Agder, Kristiansand, Norway
- Institute of Retail Economics, Stockholm, Sweden
| | | | - Anat Perry
- Psychology Department, The Hebrew University of Jerusalem, Jerusalem, Israel
| | | | | | - Julián C Riaño-Moreno
- Medicine Faculty, Cooperative University of Colombia, Villavicencio, Colombia
- Department of Bioethics, El Bosque University, Bogotá, Colombia
| | - Tobias Rothmund
- Institute of Communication Science, Friedrich-Schiller University Jena, Jena, Germany
| | | | - Petra C Schmid
- Department of Management, Technology, and Economics, ETH Zürich, Zürich, Switzerland
| | - Drozdstoy Stoyanov
- Department of Psychiatry and Medical Psychology, Research Institute, Medical University of Plovdiv, Plovdiv, Bulgaria
| | - Shruti Tewari
- Humanities and Social Sciences, Indian Institute of Management, Indore, India
| | | | - Manos Tsakiris
- Department of Psychology, Royal Holloway, University of London, London, England
- Center for the Politics of Feelings, School of Advanced Study, University of London, London, England
- Department of Behavioral and Cognitive Sciences, Faculty of Humanities, Education and Social Sciences, University of Luxembourg, Luxembourg City, Luxembourg
| | - Hans H Tung
- Center for Research in Econometric Theory and Applications, National Taiwan University, Taipei, Taiwan
- Department of Political Science, National Taiwan University, Taipei, Taiwan
| | - Radu G Umbreș
- Faculty of Political Science, National School for Political Studies and Public Administration, Bucharest, Romania
| | - Edmunds Vanags
- Department of Psychology, University of Latvia, Riga, Latvia
| | | | - Andrew Vonasch
- Department of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
| | - Meltem Yucel
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
- Department of Psychology, University of Virginia, Charlottesville, VA, USA
| | - Yucheng Zhang
- School of Economics and Management, Hebei University of Technology, Tianjin, PR China
| | - Mohcine Abad
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Eli Adler
- Psychology Department, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Narin Akrawi
- Institute for Research and Development-Kurdistan, Middle East, Iraq
| | - Hamza Alaoui Mdarhri
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | | | - David M Amodio
- Department of Psychology and Neural Science, New York University, New York, NY, USA
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Benedict G Antazo
- Department of Psychology, Jose Rizal University, Mandaluyong, Philippines
| | - Matthew Apps
- Center for Human Brain Health, School of Psychology, University of Birmingham, Birmingham, England
| | - F Ceren Ay
- Department of Economics, Norwegian School of Economics, Bergen, Norway
- Telenor Research, Oslo, Norway
| | | | - Sergio Barbosa
- School of Medicine and Health Sciences, University of Rosario, Bogotá, Colombia
- Moral Psychology and Decision Sciences Research Incubator, University of Rosario, Bogotá, Colombia
| | - Brock Bastian
- School of Psychological Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Anton Berg
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | | | - Michael Bernstein
- Department of Psychological and Social Sciences, Penn State Abington, Abington, PA, USA
| | - Michał Białek
- Institute of Psychology, University of Wrocław, Wrocław, Poland
| | | | - Natalia Bogatyreva
- National Research University Higher School of Economics (HSE), Moscow, Russia
| | - Leonardo Boncinelli
- Department of Economics and Management, University of Florence, Florence, Italy
| | - Jonathan E Booth
- Department of Management, London School of Economics and Political Science, London, England
| | - Sylvie Borau
- Toulouse Business School, University of Toulouse, Toulouse, France
| | - Ondrej Buchel
- Social Policy Institute of the Ministry of Labor, Family and Social Affairs of the Slovak Republic, Bratislava, Slovakia
- Department of Sociology, Tilburg University, Tilburg, Netherlands
| | - C Daryl Cameron
- Department of Psychology, Penn State University, University Park, PA, USA
- Rock Ethics Institute, Penn State University, University Park, PA, USA
| | - Chrissie F Carvalho
- Department of Psychology, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Tatiana Celadin
- Department of Economics, University of Bologna, Bologna, Italy
| | - Chiara Cerami
- IUSS Cognitive Neuroscience (ICoN) Center, Institute for Advanced Study of Pavia, Pavia, Italy
- Cognitive Computational Neuroscience Research Unit, Neurological Institute Foundation Casimiro Mondino, Pavia, Italy
| | | | - Xiaojun Cheng
- School of Psychology, Shenzhen University, Shenzhen, PR China
| | - Luca Cian
- Darden School of Business, University of Virginia, Charlottesville, VA, USA
| | - Kate Cockcroft
- Department of Psychology, University of the Witwatersrand, Johannesburg, South Africa
| | - Jane Conway
- Institute for Advanced Study in Toulouse, Université Toulouse 1 Capitole, Toulouse, France
| | | | - Chiara Crespi
- Cognitive Computational Neuroscience Research Unit, Neurological Institute Foundation Casimiro Mondino, Pavia, Italy
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Marie Crouzevialle
- Department of Management, Technology, and Economics, ETH Zürich, Zürich, Switzerland
| | - Jo Cutler
- Department of Experimental Psychology, University of Oxford, Oxford, England
- Center for Human Brain Health, School of Psychology, University of Birmingham, Birmingham, England
| | | | | | - Michael A Daniels
- UBC Sauder School of Business, University of British Columbia, Vancouver, BC, Canada
| | - Victoria H Davis
- Department of Psychology, University of Toronto, Toronto, ON, Canada
| | - Pamala N Dayley
- Psychology Department, University of California - Los Angeles, Los Angeles, CA, USA
| | - Sylvain Delouvee
- Laboratory of Psychology: Cognition, Behavior, and Communication (LP3C), Rennes 2 University, Rennes, France
| | - Ognjan Denkovski
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Guillaume Dezecache
- Laboratory of Social and Cognitive Psychology, Clermont Auvergne University, CNRS, Clermont-Ferrand, France
| | - Nathan A Dhaliwal
- UBC Sauder School of Business, University of British Columbia, Vancouver, BC, Canada
| | - Alelie B Diato
- Cavite State University-General Trias City Campus, Cavite, Philippines
| | | | - Marianna Drosinou
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Uwe Dulleck
- School of Economics and Finance, Queensland University of Technology, Brisbane, QLD, Australia
- Center for Behavioural Economics, Society and Technology, Queensland University of Technology, Brisbane, QLD, Australia
- Crawford School of Public Policy, Australian National University, Canberra, ACT, Australia
- CESifo, University of Munich, Munich, Germany
| | - Jānis Ekmanis
- Department of Psychology, University of Latvia, Riga, Latvia
| | - Arhan S Ertan
- Department of International Trade, Boğaziçi University, Istanbul, Turkey
| | - Tom W Etienne
- Kieskompas - Election Compass, Amsterdam, Netherlands
| | - Hapsa Hossain Farhana
- Department of Educational and Counselling Psychology, University of Dhaka, Dhaka, Bangladesh
| | - Fahima Farkhari
- Institute of Communication Science, Friedrich-Schiller University Jena, Jena, Germany
| | - Harry Farmer
- School of Human Sciences, Institute for Lifecourse Development, University of Greenwich, London, England
| | - Ali Fenwick
- Hult International Business School Dubai, Dubai, UAE
| | - Kristijan Fidanovski
- Department of Social Policy and Intervention, University of Oxford, Oxford, England
| | - Terry Flew
- Department of Media and Communications, University of Sydney, Sydney, NSW, Australia
| | - Shona Fraser
- Department of Psychiatry, University of the Witwatersrand, Johannesburg, South Africa
| | | | | | - Jessica Gale
- Department of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
| | - E Begoña Garcia-Navarro
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain
| | - Prasad Garladinne
- Humanities and Social Sciences, Indian Institute of Management, Indore, India
| | - Oussama Ghajjou
- Department of Peace Studies, University of Bradford, Bradford, England
| | | | - Kurt Gray
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | | | - Mert Gümren
- Department of Economics, Koc University, Istanbul, Turkey
| | | | - Eran Halperin
- Psychology Department, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Elizabeth Harris
- Department of Psychology and Neural Science, New York University, New York, NY, USA
| | - Volo Herzon
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Matej Hruška
- Faculty of Social and Economic Sciences, Comenius University, Bratislava, Slovakia
| | - Guanxiong Huang
- Department of Media and Communication, City University of Hong Kong, Kowloon Tong, Hong Kong
| | - Matthias F C Hudecek
- University of Regensburg, Regensburg, Germany
- FOM University of Applied Sciences, Essen, Germany
| | - Ozan Isler
- School of Economics and Finance, Queensland University of Technology, Brisbane, QLD, Australia
- Center for Behavioural Economics, Society and Technology, Queensland University of Technology, Brisbane, QLD, Australia
| | - Simon Jangard
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | | | - Frank Kachanoff
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - John Kahn
- Department of Government, Dartmouth College, Hanover, NH, USA
| | | | - Oleksandra Keudel
- Graduate School for Transnational Studies, Free University of Berlin, Berlin, Germany
| | - Lina Koppel
- Department of Management and Engineering, Linköping University, Linköping, Sweden
| | - Mika Koverola
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Emily Kubin
- Department of Psychology, University of Koblenz-Landau, Landau, Germany
| | - Anton Kunnari
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | | | - Oscar Laguna
- Kieskompas - Election Compass, Amsterdam, Netherlands
| | - Josh Leota
- Department of Psychology, University of Alberta, Edmonton, Canada
| | - Eva Lermer
- FOM University of Applied Sciences, Essen, Germany
- LMU Center for Leadership and People Management, Ludwig Maximilian University of Munich, Munich, Germany
- Ansbach University for Applied Sciences, Ansbach, Germany
| | - Jonathan Levy
- Baruch Ivcher School of Psychology, Interdisciplinary Center Herzliya (IDC), Herzliya, Israel
- Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland
| | - Neil Levy
- Department of Philosophy, Macquarie University, Sydney, NSW, Australia
| | - Chunyun Li
- Department of Management, London School of Economics and Political Science, London, England
| | - Elizabeth U Long
- Department of Psychology, University of Toronto, Toronto, ON, Canada
| | - Chiara Longoni
- Questrom School of Business, Boston University, Boston, MA, USA
| | - Marina Maglić
- Institute of Social Sciences Ivo Pilar, Zagreb, Croatia
| | | | | | | | | | - Asako Miura
- Graduate School of Human Sciences Human Sciences, Osaka University, Suita, Japan
| | | | | | - Elena Morales-Marente
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain
| | - David Moreau
- School of Psychology, University of Auckland, Auckland, New Zealand
| | - Rafał Muda
- Faculty of Economics, Maria Curie-Skłodowska University, Lublin, Poland
| | - Annalisa Myer
- Department of Psychology, University of Virginia, Charlottesville, VA, USA
- Department of Psychology, The City University of New York (CUNY) Graduate Center, New York, NY, USA
| | - Kyle Nash
- Department of Psychology, University of Alberta, Edmonton, Canada
| | | | - Jonas P Nitschke
- Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria
| | - Matthew S Nurse
- Australian National Centre for the Public Awareness of Science, Australian National University, Canberra, ACT, Australia
| | - Yohsuke Ohtsubo
- Department of Social Psychology, Graduate School of Humanities and Sociology, University of Tokyo, Tokyo, Japan
| | | | - Cathal O'Madagain
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Michal Onderco
- Department of Public Administration and Sociology, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - M Soledad Palacios-Galvez
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain
| | - Jussi Palomäki
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Yafeng Pan
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | - Zsófia Papp
- Center for Social Sciences, Hungarian Academy of Sciences Center of Excellence, Budapest, Hungary
| | - Philip Pärnamets
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | | | - Zoran Pavlović
- Department of Psychology, University of Belgrade, Belgrade, Serbia
| | - César Payán-Gómez
- Department of Biology, Faculty of Natural Sciences, Universidad del Rosario, Bogotá, Colombia
| | - Silva Perander
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Michael Mark Pitman
- Department of Psychology, University of the Witwatersrand, Johannesburg, South Africa
| | | | | | - Steve Rathje
- Department of Psychology, University of Cambridge, Cambridge, England
| | - Ali Raza
- Department of Computer Science, University of Colorado Boulder, Boulder, CO, USA
- Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO, USA
| | - Gabriel G Rêgo
- Social and Cognitive Neuroscience Laboratory, Mackenzie Presbyterian University, São Paulo, Brazil
| | | | - Claire E Robertson
- Department of Psychology and Neural Science, New York University, New York, NY, USA
| | - Iván Rodríguez-Pascual
- ESEIS/COIDESO [ESEIS, Social Studies and Social Intervention Research Center; COIDESO, COIDESO, Center for Research in Contemporary Thought and Innovation for Social Development], University of Huelva, Huelva, Spain
| | | | | | - Waldir M Sampaio
- Social and Cognitive Neuroscience Laboratory, Mackenzie Presbyterian University, São Paulo, Brazil
| | - Gaia C Santi
- IUSS Cognitive Neuroscience (ICoN) Center, Institute for Advanced Study of Pavia, Pavia, Italy
| | | | - David Savage
- Newcastle Business School, University of Newcastle, Callaghan, NSW, Australia
| | - Julian A Scheffer
- Department of Psychology, Penn State University, University Park, PA, USA
| | - Philipp Schönegger
- Department of Philosophy, University of St Andrews, St Andrews, Scotland
- School of Economics and Finance, University of St Andrews, St Andrews, Scotland
| | - David T Schultner
- Department of Psychology, Jose Rizal University, Mandaluyong, Philippines
| | - Enid M Schutte
- Department of Psychology, University of the Witwatersrand, Johannesburg, South Africa
| | - Andy Scott
- Department of Psychology, University of Alberta, Edmonton, Canada
| | | | | | - Ahmed Skali
- Department of Global Economics and Management, University of Groningen, Groningen, Netherlands
| | | | - Clara Alexandra Stafford
- Department of Psychology, The University of Western Ontario, London, ON, Canada
- Brain and Mind Institute, University of Western Ontario, London, ON, Canada
- Western Interdisciplinary Research Building, University of Western Ontario, London, ON, Canada
| | | | - Anna Stefaniak
- Department of Psychology, Carleton University, Ottawa, ON, Canada
| | - Anni Sternisko
- Department of Psychology and Neural Science, New York University, New York, NY, USA
| | - Agustin Stoica
- National University of Political Studies and Public Administration (SNSPA), Bucharest, Romania
| | - Kristina K Stoyanova
- Research Institute at Medical University of Plovdiv), Division of Translational Neuroscience, Plovdiv, Bulgaria
| | - Brent Strickland
- School of Collective Intelligence, Mohammed VI Polytechnic University, Ben Guerir, Morocco
- Department of Cognitive Science, ENS, EHESS, CNRS, Institut Jean Nicod, PSL Research University, Paris, France
| | - Jukka Sundvall
- Department of Digital Humanities, University of Helsinki, Helsinki, Finland
| | - Jeffrey P Thomas
- School of Psychological Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Gustav Tinghög
- Department of Management and Engineering, Linköping University, Linköping, Sweden
| | - Benno Torgler
- School of Economics and Finance, Queensland University of Technology, Brisbane, QLD, Australia
- Center for Behavioural Economics, Society and Technology, Queensland University of Technology, Brisbane, QLD, Australia
- CREMA - Center for Research in Economics, Management and the Arts, Basel, Switzerland
| | - Iris J Traast
- Department of Psychology, Jose Rizal University, Mandaluyong, Philippines
| | - Raffaele Tucciarelli
- The Warburg Institute, School of Advanced Study, University of London, London, England
- Institute of Cognitive Neuroscience, University College London, London, England
| | - Michael Tyrala
- Institute for Emerging Market Studies, The Hong Kong University of Science and Technology, Kowloon, Hong Kong
| | - Nick D Ungson
- Department of Psychology, Susquehanna University, Selinsgrove, PA, USA
| | - Mete S Uysal
- Psychology Department, Dokuz Eylül University, İzmir, Turkey
| | - Paul A M Van Lange
- Department of Experimental and Applied Psychology, VU Amsterdam, Amsterdam, Netherlands
| | | | - Dirk van Rooy
- Research School of Psychology, Australian National University, Canberra, ACT, Australia
| | - Daniel Västfjäll
- Department of Behavioural Sciences and Learning (IBL), Linköping University, Linköping, Sweden
| | - Peter Verkoeijen
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - Joana B Vieira
- Department of Clinical Neuroscience, Karolinska Institute, Solna, Sweden
| | | | | | - Jennifer Watermeyer
- Health Communication Research Unit, School of Human and Community Development, University of the Witwatersrand, Johannesburg, South Africa
| | - Erik Wetter
- Department of Business Administration, Stockholm School of Economics, Stockholm, Sweden
| | - Ashley Whillans
- Harvard Business School, Harvard University, Cambridge, MA, USA
| | - Robin Willardt
- Department of Management, Technology, and Economics, ETH Zürich, Zürich, Switzerland
| | - Michael J A Wohl
- Department of Psychology, Carleton University, Ottawa, ON, Canada
| | | | - Kaidi Wu
- University of California, San Diego, La Jolla, CA, USA
| | | | - Onurcan Yilmaz
- Department of Psychology, Kadir Has University, Istanbul, Turkey
| | - Kumar Yogeeswaran
- Department of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
| | | | - Rolf A Zwaan
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - Paulo S Boggio
- Social and Cognitive Neuroscience Laboratory, Mackenzie Presbyterian University, São Paulo, Brazil
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Bilancini E, Boncinelli L, Mattiassi A. Assessing Actual Strategic Behavior to Construct a Measure of Strategic Ability. Front Psychol 2019; 9:2750. [PMID: 30713517 PMCID: PMC6345706 DOI: 10.3389/fpsyg.2018.02750] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Accepted: 12/20/2018] [Indexed: 11/17/2022] Open
Abstract
Strategic interactions have been studied extensively in the area of judgment and decision-making. However, so far no specific measure of a decision-maker's ability to be successful in strategic interactions has been proposed and tested. Our contribution is the development of a measure of strategic ability that borrows from both game theory and psychology. Such measure is aimed at providing an estimation of the likelihood of success in many social activities that involve strategic interaction among multiple decision-makers. To construct a reliable measure of strategic ability, that we propose to call “Strategic Quotient” (SQ), we designed a test where each item is a game and where, therefore, the individual obtained score depends on the distribution of choices of other decision-makers taking the test. The test is designed to provide information on the abilities related to two dimensions, mentalization and rationality, that we argue are crucial to strategic success, with each dimension being characterized by two main factors. Principal component analysis on preliminary data shows that indeed four factors (two for rationality, two for mentalization) account for strategic success in most of the strategically simpler games of the test. Moreover, two more strategically sophisticated games are inserted in the test and are used to investigate if and to what extent the four factors obtained by simpler games can predict strategic success in more sophisticated strategic interactions. Overall, the collected empirical evidence points to the possibility of building a SQ measure using only simple games designed to capture information about the four identified factors.
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Affiliation(s)
| | - Leonardo Boncinelli
- Dipartimento di Scienze per l'Economia e l'Impresa, Università degli Studi di Firenze, Firenze, Italy
| | - Alan Mattiassi
- Dipartimento di Economia "Marco Biagi", Università degli Studi di Modena e Reggio Emilia, Modena, Italy
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Bilancini E. Behavioral Evidence on How Cognition Affects Focality in Pure Coordination Games. Int J Psychophysiol 2018. [DOI: 10.1016/j.ijpsycho.2018.07.069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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