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Andersson PA, Vartanova I, Västfjäll D, Tinghög G, Strimling P, Wu J, Hazin I, Akotia CS, Aldashev A, Andrighetto G, Anum A, Arikan G, Bagherian F, Barrera D, Basnight-Brown D, Batkeyev B, Berezina E, Björnstjerna M, Boski P, Bovina I, Huyen BTT, Čekrlija Đ, Choi HS, Contreras-Ibáñez CC, Costa-Lopes R, de Barra M, de Zoysa P, Dorrough AR, Dvoryanchikov N, Engelmann JB, Euh H, Fang X, Fiedler S, Foster-Gimbel OA, Fülöp M, Gardarsdottir RB, Gill CMHD, Glöckner A, Graf S, Grigoryan A, Gritskov V, Growiec K, Halama P, Hartanto A, Hopthrow T, Hřebíčková M, Iliško D, Imada H, Kapoor H, Kawakami K, Khachatryan N, Kharchenko N, Kiyonari T, Kohút M, Leslie LM, Li Y, Li NP, Li Z, Liik K, Maitner AT, Manhique B, Manley H, Medhioub I, Mentser S, Nejat P, Nipassa O, Nussinson R, Onyedire NG, Onyishi IE, Panagiotopoulou P, Perez-Floriano LR, Persson M, Pirttilä-Backman AM, Pogosyan M, Raver J, Rodrigues RB, Romanò S, Romero PP, Sakki I, San Martin A, Sherbaji S, Shimizu H, Simpson B, Szabo E, Takemura K, Teixeira MLM, Thanomkul N, Tiliouine H, Travaglino GA, Tsirbas Y, Widodo S, Zein R, Zirganou-Kazolea L, Eriksson K. Anger and disgust shape judgments of social sanctions across cultures, especially in high individual autonomy societies. Sci Rep 2024; 14:5591. [PMID: 38454068 PMCID: PMC10920647 DOI: 10.1038/s41598-024-55815-x] [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: 03/21/2023] [Accepted: 02/28/2024] [Indexed: 03/09/2024] Open
Abstract
When someone violates a social norm, others may think that some sanction would be appropriate. We examine how the experience of emotions like anger and disgust relate to the judged appropriateness of sanctions, in a pre-registered analysis of data from a large-scale study in 56 societies. Across the world, we find that individuals who experience anger and disgust over a norm violation are more likely to endorse confrontation, ostracism and, to a smaller extent, gossip. Moreover, we find that the experience of anger is consistently the strongest predictor of judgments of confrontation, compared to other emotions. Although the link between state-based emotions and judgments may seem universal, its strength varies across countries. Aligned with theoretical predictions, this link is stronger in societies, and among individuals, that place higher value on individual autonomy. Thus, autonomy values may increase the role that emotions play in guiding judgments of social sanctions.
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Affiliation(s)
- Per A Andersson
- Department of Behavioral Sciences and Learning, Linköping University, 581 83, Linköping, Sweden.
- JEDILab, Division of Economics, Department of Management and Engineering, Linköping University, Linköping, Sweden.
| | - Irina Vartanova
- Institute for Futures Studies, Box 591, 101 31, Stockholm, Sweden
| | - Daniel Västfjäll
- Department of Behavioral Sciences and Learning, Linköping University, 581 83, Linköping, Sweden
| | - Gustav Tinghög
- JEDILab, Division of Economics, Department of Management and Engineering, Linköping University, Linköping, Sweden
- JEDILab, Department of Health, Medicine and Caring Sciences, Linkoping University, Linkoping, Sweden
| | - Pontus Strimling
- Institute for Futures Studies, Box 591, 101 31, Stockholm, Sweden
- The Institute for Analytical Sociology, Linköping University, Linköping, Sweden
| | - Junhui Wu
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Lincui Road 16, Chaoyang District, Beijing, 100101, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Isabela Hazin
- Institute for Futures Studies, Box 591, 101 31, Stockholm, Sweden
- Department of Women's and Children's Health, University of Uppsala, Uppsala, Sweden
| | - Charity S Akotia
- Department of Psychology, University of Ghana, Legon, P.O. Box LG 84, Accra, Ghana
| | - Alisher Aldashev
- International School of Economics, Kazakh-British Technical University, 59 Tole Bi Street, 050000, Almaty, Kazakhstan
| | - Giulia Andrighetto
- Institute for Futures Studies, Box 591, 101 31, Stockholm, Sweden
- Mälardalen University, 721 23, Västerås, Sweden
- Institute of Cognitive Sciences and Technologies, National Research Council of Italy, 00185, Rome, Italy
| | - Adote Anum
- Department of Psychology, University of Ghana, Legon, P.O. Box LG 84, Accra, Ghana
| | - Gizem Arikan
- Department of Political Science, Trinity College Dublin, 2-3 College Green, Dublin 2, Ireland
| | - Fatemeh Bagherian
- Faculty of Education and Psychology, Shahid Beheshti University, Tehran, 1983969411, Iran
| | - Davide Barrera
- University of Turin and Collegio Carlo Alberto, Lungo Dora Siena 100, 10124, Turin, Italy
| | - Dana Basnight-Brown
- School of Humanities and Social Sciences, United States International University Africa, Box 14634 00800, Nairobi, Kenya
| | - Birzhan Batkeyev
- International School of Economics, Kazakh-British Technical University, 59 Tole Bi Street, 050000, Almaty, Kazakhstan
| | - Elizaveta Berezina
- Sunway University, No. 5, Jalan Universiti, Bandar Sunway, 47500, Petaling Jaya, Selangor Darul Ehsan, Malaysia
| | | | - Paweł Boski
- SWPS University, Chodakowska 19-31, 03-815, Warsaw, Poland
| | - Inna Bovina
- Moscow State University of Psychology and Education, Sretenka Str., 29, 127051, Moscow, Russia
| | - Bui Thi Thu Huyen
- Hanoi National University of Education, 136 Xuan Thuy Street, Cau Giay District, Hanoi, Vietnam
| | - Đorđe Čekrlija
- Faculty of Philosophy, University of Banja Luka, Vojvode Petra Bojovića 1A, 78000, Banja Luka, Bosnia and Herzegovina
- Institute of Psychology, University of Greifswald, Greifswald, Germany
| | - Hoon-Seok Choi
- Department of Psychology, Sungkyunkwan University, 25-2, Sungkyunkwan-Ro, Jongno-Gu, Seoul, 03063, Republic of Korea
| | - Carlos C Contreras-Ibáñez
- Departamento de Sociología, Universidad Autónoma Metropolitana-Unidad Iztapalapa, Av. Rafael Atlixco 186, Col. Vicentina, 09340, Ciudad de México, México
| | - Rui Costa-Lopes
- Instituto de Ciências Sociais, Universidade de Lisboa, Av. Prof. Anibal de Bettencourt, 9, 1600-189, Lisboa, Portugal
| | - Mícheál de Barra
- Center for Culture and Evolution, Brunel University London, Uxbridge, UB8 3PH, UK
| | - Piyanjali de Zoysa
- Faculty of Medicine, University of Colombo, Kynsey Road, Colombo 8, Sri Lanka
| | - Angela R Dorrough
- Department of Psychology, University of Cologne, Richard-Strauss-Str. 2, 50931, Cologne, Germany
| | - Nikolay Dvoryanchikov
- Moscow State University of Psychology and Education, Sretenka Str., 29, 127051, Moscow, Russia
| | - Jan B Engelmann
- Center for Research in Experimental Economics and Political Decision Making (CREED), Amsterdam School of Economics, University of Amsterdam, P.O. Box 15867, 1001 NJ, Amsterdam, The Netherlands
| | - Hyun Euh
- Gies College of Business, University of Illinois at Urbana-Champaign, 1206 S 6Th St., Champaign, IL, 61820, USA
| | - Xia Fang
- Department of Psychology and Behavioral Sciences, Zhejiang University, 148 Tianmushan Road, Hangzhou, Zhejiang, China
| | - Susann Fiedler
- Vienna University of Economics and Business, Welthandelsplatz 1, 1020, Vienna, Austria
| | - Olivia A Foster-Gimbel
- Stern School of Business, New York University, 40 West 4Th Street, Tisch Hall, Suite 700, New York, NY, 10012, USA
| | - Márta Fülöp
- HUN-REN Institute of Cognitive Neuroscience and Psychology, Research Centre of Natural Sciences, Budapest, Hungary
- Károli Gáspár University of the Reformed Church, Bécsi Út 324, Budapest, 1034, Hungary
| | - Ragna B Gardarsdottir
- Faculty of Psychology, University of Iceland, Nyi Gardur, Saemundargata 12, IS-102, Reykjavík, Iceland
| | - C M Hew D Gill
- Sunway University, No. 5, Jalan Universiti, Bandar Sunway, 47500, Petaling Jaya, Selangor Darul Ehsan, Malaysia
- Universal College Bangladesh, Dhaka, Bangladesh
| | - Andreas Glöckner
- Department of Psychology, University of Cologne, Richard-Strauss-Str. 2, 50931, Cologne, Germany
- Max Planck Institute for Research on Collective Goods, Kurt-Schumacher-Str. 10, 53113, Bonn, Germany
| | - Sylvie Graf
- Institute of Psychology, Czech Academy of Sciences, Veveří 97, 602 00, Brno, Czech Republic
| | - Ani Grigoryan
- Department of Personality Psychology, Yerevan State University, Alex Manoogian 1, 0025, Yerevan, Armenia
| | - Vladimir Gritskov
- Saint Petersburg State University, 7-9 Universitetskaya Emb., St Petersburg, 199034, Russia
| | | | - Peter Halama
- Center for Social and Psychological Sciences, Slovak Academy of Sciences, Dubravska Cesta 9, 841 04, Bratislava, Slovakia
| | - Andree Hartanto
- School of Social Sciences, Singapore Management University, 90 Stamford Road, Singapore, 178903, Singapore
| | - Tim Hopthrow
- School of Psychology, University of Kent, Canterbury, CT2 7NP, UK
| | - Martina Hřebíčková
- Institute of Psychology, Czech Academy of Sciences, Veveří 97, 602 00, Brno, Czech Republic
| | - Dzintra Iliško
- Daugavpils University, Latvia, Parades Street 1, Room 432, Daugvapils, 5400, Latvia
| | - Hirotaka Imada
- Department of Psychology, Royal Holloway, University of London, Egham, TW20 0EX, UK
| | - Hansika Kapoor
- Department of Psychology, Monk Prayogshala, 4114, C Wing, Oberoi Garden Estates, Off Saki Vihar Road, Andheri East, Mumbai, Maharashtra, 400072, India
| | - Kerry Kawakami
- Department of Psychology, York University, 4700 Keele Street, Toronto, ON, Canada
| | - Narine Khachatryan
- Department of Personality Psychology, Yerevan State University, Alex Manoogian 1, 0025, Yerevan, Armenia
| | - Natalia Kharchenko
- Kyiv International Institute of Sociology, Voloska Str., 8/5, Build. 4, Kyiv, 04070, Ukraine
| | - Toko Kiyonari
- Aoyama Gakuin University, 5-10-1, Fuchinobe, Chuo-Ku, Sagamihara-City, Kanagawa, 252-5258, Japan
| | - Michal Kohút
- Faculty of Philosophy and Arts, University of Trnava, Hornopotočná 23, 918 43, Trnava, Slovakia
| | - Lisa M Leslie
- Stern School of Business, New York University, 40 West 4Th Street, Tisch Hall, Suite 700, New York, NY, 10012, USA
| | - Yang Li
- Melbourne School of Psychological Science, University of Melbourne, 1116 Redmond Barry Building, Melbourne, VIC, 3010, Australia
| | - Norman P Li
- School of Social Sciences, Singapore Management University, 90 Stamford Road, Singapore, 178903, Singapore
| | - Zhuo Li
- Department of Psychology, University of Western Ontario, 1151 Richmond St, London, ON, N6A 5C2, Canada
| | - Kadi Liik
- School of Natural Sciences and Health, Tallinn University, Narva Rd 25, 10120, Tallinn, Estonia
| | - Angela T Maitner
- Department of Psychology, American University of Sharjah, PO Box 26666, Sharjah, United Arab Emirates
| | - Bernardo Manhique
- Faculty of Arts and Social Sciences, Department of Sociology, Eduardo Mondlane University, Av. Julius Nyerere, 3453, Main Campus, Maputo, Mozambique
| | - Harry Manley
- Faculty of Behavioral Sciences, Education, & Languages, HELP University Subang 2, Subang Jaya, Malaysia
- Faculty of Psychology, Chulalongkorn University, 254 Phayathai Road, Pathumwan, Bangkok, 10330, Thailand
| | - Imed Medhioub
- Department of Finance, Imam Mohammad Ibn Saud Islamic University (IMSIU), P.O. Box 5701, Riyadh, Saudi Arabia
| | - Sari Mentser
- Department of Education and Psychology, The Open University of Israel, 1 University Road, 4353701, Raanana, Israel
| | - Pegah Nejat
- Faculty of Education and Psychology, Shahid Beheshti University, Tehran, 1983969411, Iran
| | - Orlando Nipassa
- Faculty of Arts and Social Sciences, Department of Sociology, Eduardo Mondlane University, Av. Julius Nyerere, 3453, Main Campus, Maputo, Mozambique
| | - Ravit Nussinson
- Department of Education and Psychology, The Open University of Israel, 1 University Road, 4353701, Raanana, Israel
- Institute of Information Processing and Decision Making, University of Haifa, Abba Khoushy Ave 199, 3498838, Haifa, Israel
| | - Nneoma G Onyedire
- Department of Psychology, University of Nigeria, Nsukka, 41000, Nigeria
| | - Ike E Onyishi
- Department of Psychology, University of Nigeria, Nsukka, 41000, Nigeria
| | - Penny Panagiotopoulou
- Department of Education and Social Work, University of Patras, 26500, Rion, Patras, Greece
| | - Lorena R Perez-Floriano
- Facultad de Economía y Empresa, Universidad Diego Portales, Av. Sta. Clara 797, Huechuraba, Región Metropolitana, Chile
| | - Minna Persson
- Institute for Futures Studies, Box 591, 101 31, Stockholm, Sweden
| | - Anna-Maija Pirttilä-Backman
- Faculty of Social Sciences, Social Psychology, University of Helsinki, PO Box 54 (Unioninkatu 37), 00014, Helsinki, Finland
| | - Marianna Pogosyan
- Leadership and Management, Amsterdam Business School, University of Amsterdam, PO Box 15953, 1001 NB, Amsterdam, The Netherlands
| | - Jana Raver
- Queen's University, Goodes Hall, Kingston, ON, K7L 3N6, Canada
| | - Ricardo Borges Rodrigues
- Instituto Universitário de Lisboa ISCTE-IUL, CIS, Avenida das Forças Armadas, 1649-026, Lisbon, Portugal
| | - Sara Romanò
- Department of Culture, Politics and Society, University of Turin, 10135, Turin, Italy
| | - Pedro P Romero
- Experimental and Computational Economics Lab (ECEL), School of Economics, Universidad San Francisco de Quito USFQ, Diego de Robles y Pampite, Quito, Ecuador
| | - Inari Sakki
- Faculty of Social Sciences, Social Psychology, University of Helsinki, PO Box 42 (Unioninkatu 33), 00014, Helsinki, Finland
| | - Alvaro San Martin
- IESE Business School, Camino del Cerro del Águila, 3, 28023, Madrid, Spain
| | - Sara Sherbaji
- Department of International Studies, American University of Sharjah, PO Box 26666, Sharjah, United Arab Emirates
- Department of Anthropology, University College London, Gower Street, London, WC1E 6BT, UK
| | - Hiroshi Shimizu
- Kwansei Gakuin University, 1-155 Uegahara 1Bancho, Nishinomiya, Hyogo, 662-8501, Japan
| | - Brent Simpson
- Department of Sociology, University of South Carolina, Columbia, SC, 29208, USA
| | - Erna Szabo
- Department of International Management, Johannes Kepler University, Altenberger Str. 69, 4040, Linz, Austria
| | - Kosuke Takemura
- Faculty of Economics, Shiga University, 1-1-1 Banba, Hikone, Shiga, 522-8522, Japan
| | - Maria Luisa Mendes Teixeira
- Mackenzie Presbyterian University, Business Administration Postgraduate Program, Consolação St, 930, São Paulo, CEP 01302-000, Brazil
| | - Napoj Thanomkul
- Faculty of Psychology, Chulalongkorn University, 254 Phayathai Road, Pathumwan, Bangkok, 10330, Thailand
| | - Habib Tiliouine
- Labo-PECS, Faculty of Social Sciences, Université d'Oran 2, 31000, Oran, Algeria
| | - Giovanni A Travaglino
- Department of Law and Criminology, Institute for the Study of Power, Crime, and Society, Royal Holloway, University of London, Egham, TW20 0EX, UK
| | - Yannis Tsirbas
- Department of Political Science and Public Administration, University of Athens, 6 Themistokleous Street, 10678, Athens, Greece
| | - Sita Widodo
- Department of Psychology, Universitas Airlangga, Kampus B Unair Jalan Airlangga 4-6, Surabaya, 60286, Indonesia
| | - Rizqy Zein
- Department of Psychology, Universitas Airlangga, Kampus B Unair Jalan Airlangga 4-6, Surabaya, 60286, Indonesia
| | - Lina Zirganou-Kazolea
- Department of Political Science and Public Administration, University of Athens, 6 Themistokleous Street, 10678, Athens, Greece
| | - Kimmo Eriksson
- Institute for Futures Studies, Box 591, 101 31, Stockholm, Sweden
- Mälardalen University, 721 23, Västerås, Sweden
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2
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Andrighetto G, Szekely A, Guido A, Gelfand M, Abernathy J, Arikan G, Aycan Z, Bankar S, Barrera D, Basnight-Brown D, Belaus A, Berezina E, Blumen S, Boski P, Bui HTT, Cárdenas JC, Čekrlija Đ, de Barra M, de Zoysa P, Dorrough A, Engelmann JB, Euh H, Fiedler S, Foster-Gimbel O, Freitas G, Fülöp M, Gardarsdottir RB, Gill CMHD, Glöckner A, Graf S, Grigoryan A, Growiec K, Hashimoto H, Hopthrow T, Hřebíčková M, Imada H, Kamijo Y, Kapoor H, Kashima Y, Khachatryan N, Kharchenko N, León D, Leslie LM, Li Y, Liik K, Liuzza MT, Maitner AT, Mamidi P, McArdle M, Medhioub I, Teixeira MLM, Mentser S, Morales F, Narayanan J, Nitta K, Nussinson R, Onyedire NG, Onyishi IE, Osin E, Özden S, Panagiotopoulou P, Pereverziev O, Perez-Floriano LR, Pirttilä-Backman AM, Pogosyan M, Raver J, Reyna C, Rodrigues RB, Romanò S, Romero PP, Sakki I, Sánchez A, Sherbaji S, Simpson B, Spadoni L, Stamkou E, Travaglino GA, Van Lange PAM, Winata FF, Zein RA, Zhang QP, Eriksson K. Changes in social norms during the early stages of the COVID-19 pandemic across 43 countries. Nat Commun 2024; 15:1436. [PMID: 38365869 PMCID: PMC10873354 DOI: 10.1038/s41467-024-44999-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [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: 09/14/2021] [Accepted: 01/12/2024] [Indexed: 02/18/2024] Open
Abstract
The emergence of COVID-19 dramatically changed social behavior across societies and contexts. Here we study whether social norms also changed. Specifically, we study this question for cultural tightness (the degree to which societies generally have strong norms), specific social norms (e.g. stealing, hand washing), and norms about enforcement, using survey data from 30,431 respondents in 43 countries recorded before and in the early stages following the emergence of COVID-19. Using variation in disease intensity, we shed light on the mechanisms predicting changes in social norm measures. We find evidence that, after the emergence of the COVID-19 pandemic, hand washing norms increased while tightness and punishing frequency slightly decreased but observe no evidence for a robust change in most other norms. Thus, at least in the short term, our findings suggest that cultures are largely stable to pandemic threats except in those norms, hand washing in this case, that are perceived to be directly relevant to dealing with the collective threat.
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Grants
- 2016.0167. Knut och Alice Wallenbergs Stiftelse (Knut and Alice Wallenberg Foundation)
- 20178TRM3F Ministero dell'Istruzione, dell'Università e della Ricerca (Ministry of Education, University and Research)
- 019.183SG.001 Nederlandse Organisatie voor Wetenschappelijk Onderzoek (Netherlands Organisation for Scientific Research)
- Ministero dell'Istruzione, dell'Università e della Ricerca (Ministry of Education, University and Research)
- Czech Science Foundation, 20-01214S Institute of Psychology, Czech Academy of Sciences, RVO: 68081740 Grant 23-061770S of the Czech Science Foundation RVO: 68081740 of the Institute of Psychology, Czech Academy of Sciences
- Shimabara Science Promotion Foundation
- RA Science Committee, research project N.20TTSH-020
- Open University of Israel, 511687
- HSE University Basic Research Program
- US Army Research Office Grant W911NF-19-1-910281
- Netherlands Organisation for Scientific Research, 019.183SG.001 Netherlands Organisation for Scientific Research, VI.Veni.201G.013 European Commission, Horizon 2020-ID 870827
- UKRI Grant “Secret Power” No. EP/X02170X/1 awarded under the European Commission’s “European Research Council - STG” Scheme
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Affiliation(s)
- Giulia Andrighetto
- Institute of Cognitive Sciences and Technologies, National Research Council of Italy, Rome, Italy.
- Institute for Futures Studies, Stockholm, Sweden.
- Institute for Analytical Sociology, Linköping University, Linköping, Sweden.
| | - Aron Szekely
- Institute of Cognitive Sciences and Technologies, National Research Council of Italy, Rome, Italy
- Collegio Carlo Alberto, Turin, Italy
| | - Andrea Guido
- Institute of Cognitive Sciences and Technologies, National Research Council of Italy, Rome, Italy
- Institute for Futures Studies, Stockholm, Sweden
- CEREN EA 7477, Burgundy School of Business, Université Bourgogne Franche-Comté, Dijon, France
| | - Michele Gelfand
- Graduate School of Business and Department of Psychology, Stanford University, Stanford, USA
| | - Jered Abernathy
- Department of Sociology, University of South Carolina, Columbia, USA
| | - Gizem Arikan
- Department of Political Science, Trinity College Dublin, Dublin, Ireland
| | - Zeynep Aycan
- Department of Psychology, Koç University, Istanbul, Turkey
- Faculty of Management, Koç University, Istanbul, Turkey
| | | | - Davide Barrera
- Collegio Carlo Alberto, Turin, Italy
- Department of Culture, Politics, and Society, University of Turin, Turin, Italy
| | | | - Anabel Belaus
- Instituto de Investigaciones Psicológicas (IIPsi), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET); CABA, Córdoba, Argentina
- Facultad de Psicología, Universidad Nacional de Córdoba (UNC), Córdoba, Argentina
| | | | - Sheyla Blumen
- Departamento de Psicología, Pontificia Universidad Católica del Perú, Lima, Perú
| | | | | | - Juan Camilo Cárdenas
- Universidad de los Andes, Bogota, Colombia
- University of Massachusetts Amherst, Amherst, USA
| | - Đorđe Čekrlija
- Faculty of Philosophy, University of Banja Luka, Banja Luka, Bosnia and Herzegovina
- Institute of Psychology, University of Greifswald, Greifswald, Germany
| | - Mícheál de Barra
- Centre for Culture and Evolution, Brunel University London, Uxbridge, UK
| | | | - Angela Dorrough
- Department of Psychology, University of Cologne, Cologne, Germany
| | - Jan B Engelmann
- Center for Research in Experimental Economics and Political Decision Making (CREED), Amsterdam School of Economics, University of Amsterdam, Amsterdam, The Netherlands
| | - Hyun Euh
- Gies College of Business, University of Illinois at Urbana-Champaign, Champaign, USA
| | - Susann Fiedler
- Vienna University of Economics and Business, Vienna, Austria
| | | | - Gonçalo Freitas
- Instituto de Ciências Sociais, Universidade de Lisboa, Lisboa, Portugal
| | - Marta Fülöp
- HUN-REN Institute of Cognitive Neuroscience and Psychology, Research Centre of Natural Sciences, Budapest, Hungary
- Institute of Psychology, Karoli Gáspár University of the Reformed Churches, Budapest, Hungary
| | | | | | - Andreas Glöckner
- Department of Psychology, University of Cologne, Cologne, Germany
| | - Sylvie Graf
- Institute of Psychology, Czech Academy of Sciences, Brno, Czech Republic
| | - Ani Grigoryan
- Department of Personality Psychology, Yerevan State University, Yerevan, Armenia
| | | | | | - Tim Hopthrow
- School of Psychology, University of Kent, Canterbury, UK
| | - Martina Hřebíčková
- Institute of Psychology, Czech Academy of Sciences, Brno, Czech Republic
| | | | | | - Hansika Kapoor
- Department of Psychology, Monk Prayogshala, Mumbai, India
| | - Yoshihisa Kashima
- Melbourne School of Psychological Sciences, The University of Melbourne, Melbourne, Australia
| | - Narine Khachatryan
- Department of Personality Psychology, Yerevan State University, Yerevan, Armenia
| | | | | | - Lisa M Leslie
- Stern School of Business, New York University, New York, USA
| | - Yang Li
- Nagoya University, Nagoya, Japan
| | - Kadi Liik
- School of Natural Sciences and Health, Tallinn University, Tallinn, Estonia
| | - Marco Tullio Liuzza
- Department of Medical and Surgical Sciences, "Magna Græcia" University of Catanzaro, Catanzaro, Italy
| | - Angela T Maitner
- Department of Psychology, American University of Sharjah, Sharjah, United Arab Emirates
| | | | - Michele McArdle
- Department of Political Science, Trinity College Dublin, Dublin, Ireland
| | - Imed Medhioub
- Department of Finance and Investment, Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
| | | | - Sari Mentser
- The Hebrew University of Jerusalem, Jerusalem, Israel
| | | | | | | | - Ravit Nussinson
- Department of Education and Psychology, The Open University of Israel, Ra'anana, Israel
- Institute of Information Processing and Decision Making (IIPDM), University of Haifa, Haifa, Israel
| | | | - Ike E Onyishi
- Department of Psychology, University of Nigeria, Nsukka, Nigeria
| | | | - Seniha Özden
- Department of Psychology, Koç University, Istanbul, Turkey
| | | | | | | | | | - Marianna Pogosyan
- Leadership and Management, Amsterdam Business School (ABS), University of Amsterdam, Amsterdam, The Netherlands
| | - Jana Raver
- Queen's University at Kingston, Ontario, Canada
| | - Cecilia Reyna
- Instituto de Investigaciones Psicológicas (IIPsi), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET); CABA, Córdoba, Argentina
| | - Ricardo Borges Rodrigues
- Centro de Investigação e Intervenção Social, Instituto Universitário de Lisboa (ISCTE-IUL), Lisbon, Portugal
| | - Sara Romanò
- Department of Culture, Politics, and Society, University of Turin, Turin, Italy
| | - Pedro P Romero
- School of Economics, Universidad San Francisco de Quito, Quito, Ecuador
- Experimental and Computational Economics Lab (ECEL), Universidad San Francisco de Quito, Quito, Ecuador
| | - Inari Sakki
- Faculty of Social Sciences, Social Psychology, University of Helsinki, Helsinki, Finland
| | - Angel Sánchez
- Grupo Interdisciplinar de Sistemas Complejos (GISC), Departamento de Matemáticas, Universidad Carlos III de Madrid, Leganés, Spain
- Instituto de Biocomputación y Física de Sistemas Complejos (BIFI), Universidad de Zaragoza, Zaragoza, Spain
| | - Sara Sherbaji
- Department of Psychology, American University of Sharjah, Sharjah, United Arab Emirates
- Department of Anthropology, University College London, London, UK
| | - Brent Simpson
- Department of Sociology, University of South Carolina, Columbia, USA
| | - Lorenzo Spadoni
- Department of Economics and Law, University of Cassino and Southern Lazio, Cassino (FR), Italy
| | - Eftychia Stamkou
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | | | - Paul A M Van Lange
- Department of Experimental and Applied Psychology, Vrije Universiteit, Amsterdam, The Netherlands
| | | | | | | | - Kimmo Eriksson
- Institute for Futures Studies, Stockholm, Sweden
- Center for Cultural Evolution, Stockholm University, Stockholm, Sweden
- Malardalens University, Vasteras, Sweden
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3
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Ting CC, Salem-Garcia N, Palminteri S, Engelmann JB, Lebreton M. Neural and computational underpinnings of biased confidence in human reinforcement learning. Nat Commun 2023; 14:6896. [PMID: 37898640 PMCID: PMC10613217 DOI: 10.1038/s41467-023-42589-5] [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: 03/08/2023] [Accepted: 10/16/2023] [Indexed: 10/30/2023] Open
Abstract
While navigating a fundamentally uncertain world, humans and animals constantly evaluate the probability of their decisions, actions or statements being correct. When explicitly elicited, these confidence estimates typically correlates positively with neural activity in a ventromedial-prefrontal (VMPFC) network and negatively in a dorsolateral and dorsomedial prefrontal network. Here, combining fMRI with a reinforcement-learning paradigm, we leverage the fact that humans are more confident in their choices when seeking gains than avoiding losses to reveal a functional dissociation: whereas the dorsal prefrontal network correlates negatively with a condition-specific confidence signal, the VMPFC network positively encodes task-wide confidence signal incorporating the valence-induced bias. Challenging dominant neuro-computational models, we found that decision-related VMPFC activity better correlates with confidence than with option-values inferred from reinforcement-learning models. Altogether, these results identify the VMPFC as a key node in the neuro-computational architecture that builds global feeling-of-confidence signals from latent decision variables and contextual biases during reinforcement-learning.
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Affiliation(s)
- Chih-Chung Ting
- General Psychology, Universität Hamburg, Von-Melle-Park 11, 20146, Hamburg, Germany.
- CREED, Amsterdam School of Economics (ASE), Universiteit van Amsterdam, Roetersstraat 11, 1018 WB, Amsterdam, the Netherlands.
| | - Nahuel Salem-Garcia
- Swiss Center for Affective Science, Faculty of Psychology and Educational Sciences, University of Geneva, Chem. des Mines 9, 1202, Genève, Switzerland
| | - Stefano Palminteri
- Département d'Études Cognitives, École Normale Supérieure, PSL Research University, 29 rue d'Ulm, 75230, Paris cedex 05, France
- Laboratoire de Neurosciences Cognitives et Computationnelles, Institut National de la Santé et de la Recherche Médicale, 29 rue d'Ulm 75230, Paris cedex 05, France
| | - Jan B Engelmann
- CREED, Amsterdam School of Economics (ASE), Universiteit van Amsterdam, Roetersstraat 11, 1018 WB, Amsterdam, the Netherlands.
- The Tinbergen Institute, Gustav Mahlerplein 117, 1082 MS, Amsterdam, the Netherlands.
| | - Maël Lebreton
- Swiss Center for Affective Science, Faculty of Psychology and Educational Sciences, University of Geneva, Chem. des Mines 9, 1202, Genève, Switzerland.
- Economics of Human Behavior group, Paris-Jourdan Sciences Économiques UMR8545, Paris School of Economics, 48 Boulevard Jourdan, 75014, Paris, France.
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4
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Chang LA, Armaos K, Warns L, Ma de Sousa AQ, Paauwe F, Scholz C, Engelmann JB. Mentalizing in an economic games context is associated with enhanced activation and connectivity in left temporoparietal junction. Soc Cogn Affect Neurosci 2023:7148154. [PMID: 37130081 DOI: 10.1093/scan/nsad023] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 03/24/2023] [Accepted: 04/24/2023] [Indexed: 05/03/2023] Open
Abstract
Studies in Social Neuroeconomics have consistently reported activation in social cognition regions during interactive economic games suggesting mentalizing during economic choice. Such mentalizing occurs during active participation of the game, as well as during passive observation of others' interactions. We designed a novel version of the classic false-belief task in which participants read vignettes about interactions between agents in the ultimatum and trust games and were subsequently asked to infer the agents' beliefs. We compared activation patterns during the economic-games false-belief task to those during the classic false-belief task using conjunction analyses. We find significant overlap in left TPJ, and dmPFC, as well as temporal pole during two task phases: belief formation and belief inference. Moreover, gPPI analyses show that during belief formation right TPJ is a target of both left TPJ and right temporal pole (TP) seed regions, while during belief inferences all seed regions show interconnectivity with each other. These results indicate that across different task types and phases, mentalizing is associated with activation and connectivity across central nodes of the social cognition network. Importantly, this is the case both for the novel economic-games and the classic false-belief tasks.
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Affiliation(s)
- Li-Ang Chang
- Center for Research in Experimental Economics and Political Decision Making (CREED), Amsterdam School of Economics, University of Amsterdam, Amsterdam, The Netherlands
| | - Konstantinos Armaos
- Faculty of Business and Economics, University of Lausanne, Lausanne, Switzerland
| | - Lotte Warns
- Brain and Cognitive Sciences, Institute for Interdisciplinary Studies, University of Amsterdam, Amsterdam, The Netherlands
| | - Ava Q Ma de Sousa
- Brain and Cognitive Sciences, Institute for Interdisciplinary Studies, University of Amsterdam, Amsterdam, The Netherlands
- Psychological and Brain Sciences, University of California Santa Barbara, Santa Barbara, US
| | - Femke Paauwe
- Brain and Cognitive Sciences, Institute for Interdisciplinary Studies, University of Amsterdam, Amsterdam, The Netherlands
| | - Christin Scholz
- Amsterdam School of Communication Research, University of Amsterdam, Amsterdam, The Netherlands
| | - Jan B Engelmann
- Center for Research in Experimental Economics and Political Decision Making (CREED), Amsterdam School of Economics, University of Amsterdam, Amsterdam, The Netherlands
- The Tinbergen Institute, Amsterdam, The Netherlands
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5
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Van Doesum NJ, Murphy RO, Gallucci M, Aharonov-Majar E, Athenstaedt U, Au WT, Bai L, Böhm R, Bovina I, Buchan NR, Chen XP, Dumont KB, Engelmann JB, Eriksson K, Euh H, Fiedler S, Friesen J, Gächter S, Garcia C, González R, Graf S, Growiec K, Guimond S, Hřebíčková M, Immer-Bernold E, Joireman J, Karagonlar G, Kawakami K, Kiyonari T, Kou Y, Kyrtsis AA, Lay S, Leonardelli GJ, Li NP, Li Y, Maciejovsky B, Manesi Z, Mashuri A, Mok A, Moser KS, Moták L, Netedu A, Platow MJ, Raczka-Winkler K, Reinders Folmer CP, Reyna C, Romano A, Shalvi S, Simão C, Stivers AW, Strimling P, Tsirbas Y, Utz S, van der Meij L, Waldzus S, Wang Y, Weber B, Weisel O, Wildschut T, Winter F, Wu J, Yong JC, Van Lange PAM. Reply to Komatsu et al.: From local social mindfulness to global sustainability efforts? Proc Natl Acad Sci U S A 2022; 119:e2119303118. [PMID: 35046048 PMCID: PMC8794841 DOI: 10.1073/pnas.2119303118] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Niels J Van Doesum
- Social, Economic and Organisational Psychology, Institute of Psychology, Leiden University 2300 RB Leiden, The Netherlands;
- Knowledge Centre for Psychology and Economic Behaviour, Leiden University 2312 HS Leiden, The Netherlands
| | - Ryan O Murphy
- Department of Economics, University of Zürich 8006 Zürich, Switzerland
- Morningstar Investment Management, Chicago, IL 60602
| | - Marcello Gallucci
- Faculty of Psychology, University of Milano-Bicocca 20126 Milan, Italy
| | - Efrat Aharonov-Majar
- Department of Psychology, Ben Gurion University of the Negev, Beer-Sheva 8410501, Israel
| | - Ursula Athenstaedt
- Department of Social Psychology, Institute of Psychology, University of Graz 8010 Graz, Austria
| | - Wing Tung Au
- Department of Psychology, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, China
| | - Liying Bai
- Department of Applied Psychology, School of Humanities and Social Sciences, Fuzhou University, Fuzhou 350108, China
| | - Robert Böhm
- Department of Psychology, University of Copenhagen 1353 Copenhagen K, Denmark
- Department of Economics, University of Copenhagen 1353 Copenhagen K, Denmark
- Copenhagen Center for Social Data Science, University of Copenhagen 1353 Copenhagen K, Denmark
| | - Inna Bovina
- Department of Clinical and Legal Psychology, Moscow State University of Psychology and Education, Moscow 127051, Russia
| | - Nancy R Buchan
- Sonoco International Business Department, Darla Moore School of Business, University of South Carolina, Columbia, SC 29208
| | - Xiao-Ping Chen
- Department of Management and Organization, Michael G. Foster School of Business, University of Washington, Seattle, WA 98195
| | - Kitty B Dumont
- School of Social Sciences, Department of Psychology, University of South Africa 0003 Pretoria, South Africa
| | - Jan B Engelmann
- Center for Research in Experimental Economics and Political Decision Making, Amsterdam School of Economics, University of Amsterdam 1001 NJ Amsterdam, The Netherlands
- Behavioral and Experimental Economics, The Tinbergen Institute 1082 MS Amsterdam, The Netherlands
| | - Kimmo Eriksson
- Center for Cultural Evolution, Stockholm University 114 18 Stockholm, Sweden
| | - Hyun Euh
- Department of Psychology, University of Minnesota, Minneapolis, MN 55455
| | - Susann Fiedler
- Department of Strategy & Innovation, Institute of Cognition & Behavior, Vienna University of Economics and Business 1020 Vienna, Austria
| | - Justin Friesen
- Department of Psychology, University of Winnipeg, Winnipeg, MB R3N 0G1, Canada
| | - Simon Gächter
- Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham, Nottingham NG7 2RD, United Kingdom
| | - Camilo Garcia
- Laboratory of Social Interaction, Psychology Department, Universidad Veracruzana, Veracruz 91095, Mexico
| | - Roberto González
- Escuela de Psicología, Pontificia Universidad Católica de Chile, Santiago 7820436, Chile
| | - Sylvie Graf
- Department of Personality and Social Psychology, Institute of Psychology, Czech Academy of Sciences 602 00 Brno, The Czech Republic
| | - Katarzyna Growiec
- Department of Social and Personality Psychology, Institute of Psychology, SWPS University of Social Sciences and Humanities 03-815 Warsaw, Poland
| | - Serge Guimond
- Laboratoire de Psychologie Sociale et Cognitive, Université Clermont Auvergne (CNRS, LAPSCO), Clermont-Ferrand F-63000 , France
| | - Martina Hřebíčková
- Department of Personality and Social Psychology, Institute of Psychology, Czech Academy of Sciences 602 00 Brno, The Czech Republic
| | | | - Jeff Joireman
- Department of Marketing and International Business, Carson College of Business, Washington State University, Pullman, WA 99164-4730
| | - Gokhan Karagonlar
- Department of Business, School of Business, Dokuz Eylül University 35390 Izmir, Turkey
| | - Kerry Kawakami
- Department of Psychology, York University, Toronto, ON M3J 1P3, Canada
| | - Toko Kiyonari
- School of Social Informatics, Aoyama Gakuin University, Kanagawa 252-5258, Japan
| | - Yu Kou
- Institute of Developmental Psychology, Beijing Normal University 100875 Beijing, China
| | - Alexandros-Andreas Kyrtsis
- Department of Political Science and Public Administration, National and Kapodistrian University of Athens 10678 Athens, Greece
| | - Siugmin Lay
- Centro de Medición Mide UC, Escuela de Psicología, Pontificia Universidad Católica de Chile 7820436 Santiago, Chile
| | - Geoffrey J Leonardelli
- Rotman School of Management, University of Toronto, Toronto, ON M5S 3E6, Canada
- Department of Psychology, University of Toronto, Toronto, ON M5S 3E6, Canada
| | - Norman P Li
- School of Social Sciences, Singapore Management University, Singapore 178903
| | - Yang Li
- Graduate School of Informatics, Nagoya University, Nagoya 4648610, Japan
| | | | - Zoi Manesi
- Department of Experimental and Applied Psychology, Institute for Brain and Behavior Amsterdam, Vrije Universiteit Amsterdam 1018 HV Amsterdam, The Netherlands
| | - Ali Mashuri
- Department of Psychology, University of Brawijaya, Malang 65145, Indonesia
- Department of Social Sciences, University of Brawijaya, Malang 65145, Indonesia
| | - Aurelia Mok
- Department of Management, City University of Hong Kong, Kowloon, Hong Kong, China
| | - Karin S Moser
- Business School, London South Bank University, London SE1 0AA, United Kingdom
- School of Psychology, University of Queensland, Brisbane, QLD 4072, Australia
| | - Ladislav Moták
- Centre de Recherche en Psychologie de la Cognition, du Langage et de l'Emotion, Maison de la Recherche, Aix-Marseille Université 13100 Aix-en-Provence, France
| | - Adrian Netedu
- Department of Sociology and Social Work, Alexandru Ioan Cuza University of Iasi 700460 Iasi, Romania
| | - Michael J Platow
- Research School of Psychology, The Australian National University, Canberra, ACT 2601, Australia
| | - Karolina Raczka-Winkler
- Institute of Experimental Epileptology and Cognition Research, University of Bonn 53127 Bonn, Germany
| | - Christopher P Reinders Folmer
- Department of Developmental, Personality and Social Psychology, Faculty of Psychology and Educational Sciences, Ghent University 9000 Ghent, Belgium
- Center for Law and Behavior, Department of Jurisprudence, Amsterdam Law School, University of Amsterdam, 1001 NA Amsterdam, The Netherlands
| | - Cecilia Reyna
- Instituto de Investigaciones Psicológicas, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Córdoba 5000 Córdoba, Argentina
| | - Angelo Romano
- Social, Economic and Organisational Psychology, Institute of Psychology, Leiden University 2300 RB Leiden, The Netherlands
| | - Shaul Shalvi
- Center for Research in Experimental Economics and Political Decision Making, Amsterdam School of Economics, University of Amsterdam 1001 NJ Amsterdam, The Netherlands
| | - Cláudia Simão
- Católica-Lisbon School of Business and Economics, Universidade Católica Portuguesa 1649-023 Lisbon, Portugal
| | - Adam W Stivers
- Psychology Department, Gonzaga University, Spokane, WA 99258
| | | | - Yannis Tsirbas
- Department of Political Science and Public Administration, National and Kapodistrian University of Athens 10678 Athens, Greece
| | - Sonja Utz
- Social Media Lab, Leibniz-Institut für Wissensmedien 72076 Tübingen, Germany
- Department of Psychology, University of Tübingen 72074 Tübingen, Germany
| | - Leander van der Meij
- Department of Industrial Engineering, Eindhoven University of Technology, 5600 MB Eindhoven, The Netherlands
| | - Sven Waldzus
- Centro de Investigação e Intervenção Social, Instituto Universitário de Lisboa, Lisboa 1649-026, Portugal
| | - Yiwen Wang
- Institute of Psychological and Cognitive Sciences, Fuzhou University, Fuzhou 350108, China
| | - Bernd Weber
- Institute of Experimental Epileptology and Cognition Research, University of Bonn 53127 Bonn, Germany
| | - Ori Weisel
- Coller School of Management, Tel Aviv University, Tel Aviv, Israel 6997801
| | - Tim Wildschut
- Center for Research on Self and Identity, School of Psychology, University of Southampton, Southampton SO17 1BJ, United Kingdom
| | - Fabian Winter
- Mechanisms of Normative Change, Max Planck Institute for Research on Collective Goods 53115 Bonn, Germany
| | - Junhui Wu
- Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences 100101 Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences 100049 Beijing, China
| | - Jose C Yong
- School of Social Sciences, Nanyang Technological University, Singapore 639798
| | - Paul A M Van Lange
- Department of Experimental and Applied Psychology, Institute for Brain and Behavior Amsterdam, Vrije Universiteit Amsterdam 1018 HV Amsterdam, The Netherlands
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6
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Ting CC, Palminteri S, Lebreton M, Engelmann JB. The elusive effects of incidental anxiety on reinforcement-learning. J Exp Psychol Learn Mem Cogn 2021; 48:619-642. [PMID: 34516205 DOI: 10.1037/xlm0001033] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Anxiety is a common affective state, characterized by the subjectively unpleasant feelings of dread over an anticipated event. Anxiety is suspected to have important negative consequences on cognition, decision-making, and learning. Yet, despite a recent surge in studies investigating the specific effects of anxiety on reinforcement-learning, no coherent picture has emerged. Here, we investigated the effects of incidental anxiety on instrumental reinforcement-learning, while addressing several issues and defaults identified in a focused literature review. We used a rich experimental design, featuring both a learning and a transfer phase, and a manipulation of outcomes valence (gains vs losses). In two variants (N = 2 × 50) of this experimental paradigm, incidental anxiety was induced with an established threat-of-shock paradigm. Model-free results show that incidental anxiety effects seem limited to a small, but specific increase in postlearning performance measured by a transfer task. A comprehensive modeling effort revealed that, irrespective of the effects of anxiety, individuals give more weight to positive than negative outcomes, and tend to experience the omission of a loss as a gain (and vice versa). However, in line with results from our targeted literature survey, isolating specific computational effects of anxiety on learning per se proved to be challenging. Overall, our results suggest that learning mechanisms are more complex than traditionally presumed, and raise important concerns about the robustness of the effects of anxiety previously identified in simple reinforcement-learning studies. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Affiliation(s)
- Chih-Chung Ting
- Center for Research in Experimental Economics and political Decision Making (CREED), Amsterdam School of Economics (ASE), Universiteit van Amsterdam
| | | | - Maël Lebreton
- Laboratory for Neurology and Imaging of Cognition (LabNIC), Department of Basic Neurosciences, University of Geneva
| | - Jan B Engelmann
- Center for Research in Experimental Economics and political Decision Making (CREED), Amsterdam School of Economics (ASE), Universiteit van Amsterdam
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7
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Eriksson K, Strimling P, Gelfand M, Wu J, Abernathy J, Akotia CS, Aldashev A, Andersson PA, Andrighetto G, Anum A, Arikan G, Aycan Z, Bagherian F, Barrera D, Basnight-Brown D, Batkeyev B, Belaus A, Berezina E, Björnstjerna M, Blumen S, Boski P, Bou Zeineddine F, Bovina I, Huyen BTT, Cardenas JC, Čekrlija Đ, Choi HS, Contreras-Ibáñez CC, Costa-Lopes R, de Barra M, de Zoysa P, Dorrough A, Dvoryanchikov N, Eller A, Engelmann JB, Euh H, Fang X, Fiedler S, Foster-Gimbel OA, Fülöp M, Gardarsdottir RB, Gill CMHD, Glöckner A, Graf S, Grigoryan A, Gritskov V, Growiec K, Halama P, Hartanto A, Hopthrow T, Hřebíčková M, Iliško D, Imada H, Kapoor H, Kawakami K, Khachatryan N, Kharchenko N, Khoury N, Kiyonari T, Kohút M, Linh LT, Leslie LM, Li Y, Li NP, Li Z, Liik K, Maitner AT, Manhique B, Manley H, Medhioub I, Mentser S, Mohammed L, Nejat P, Nipassa O, Nussinson R, Onyedire NG, Onyishi IE, Özden S, Panagiotopoulou P, Perez-Floriano LR, Persson MS, Pheko M, Pirttilä-Backman AM, Pogosyan M, Raver J, Reyna C, Rodrigues RB, Romanò S, Romero PP, Sakki I, San Martin A, Sherbaji S, Shimizu H, Simpson B, Szabo E, Takemura K, Tieffi H, Mendes Teixeira ML, Thanomkul N, Tiliouine H, Travaglino GA, Tsirbas Y, Wan R, Widodo S, Zein R, Zhang QP, Zirganou-Kazolea L, Van Lange PAM. Perceptions of the appropriate response to norm violation in 57 societies. Nat Commun 2021; 12:1481. [PMID: 33674587 PMCID: PMC7935962 DOI: 10.1038/s41467-021-21602-9] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 01/29/2021] [Indexed: 11/23/2022] Open
Abstract
Norm enforcement may be important for resolving conflicts and promoting cooperation. However, little is known about how preferred responses to norm violations vary across cultures and across domains. In a preregistered study of 57 countries (using convenience samples of 22,863 students and non-students), we measured perceptions of the appropriateness of various responses to a violation of a cooperative norm and to atypical social behaviors. Our findings highlight both cultural universals and cultural variation. We find a universal negative relation between appropriateness ratings of norm violations and appropriateness ratings of responses in the form of confrontation, social ostracism and gossip. Moreover, we find the country variation in the appropriateness of sanctions to be consistent across different norm violations but not across different sanctions. Specifically, in those countries where use of physical confrontation and social ostracism is rated as less appropriate, gossip is rated as more appropriate. Little is known about people’s preferred responses to norm violations across countries. Here, in a study of 57 countries, the authors highlight cultural similarities and differences in people’s perception of the appropriateness of norm violations.
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Affiliation(s)
- Kimmo Eriksson
- Center for Cultural Evolution, Stockholm University, Stockholm, Sweden. .,Mälardalen University, Västerås, Sweden.
| | | | - Michele Gelfand
- Department of Psychology, University of Maryland, College Park, MD, USA
| | - Junhui Wu
- CAS Key Laboratory of Behavioral Sciences, Chinese Academy of Sciences, Chaoyang District, Beijing, China
| | - Jered Abernathy
- Department of Sociology, University of South Carolina, Columbia, SC, USA
| | - Charity S Akotia
- Department of Psychology, University of Ghana, P.O. Box LG 84 Legon, Accra, Ghana
| | - Alisher Aldashev
- New School of Economics, Satbayev University, Almaty, Kazakhstan
| | - Per A Andersson
- Center for Cultural Evolution, Stockholm University, Stockholm, Sweden.,Department of Behavioral Sciences and Learning, Linköping University, Linköping, Sweden
| | - Giulia Andrighetto
- Mälardalen University, Västerås, Sweden.,Institute for Futures Studies, Box 591, Stockholm, Sweden.,Institute of Cognitive Sciences and Technologies, National Research Council of Italy, Rome, Italy
| | - Adote Anum
- Department of Psychology, University of Ghana, P.O. Box LG 84 Legon, Accra, Ghana
| | - Gizem Arikan
- Department of Political Science, Trinity College Dublin, Dublin 2, Ireland
| | - Zeynep Aycan
- Koç University, Rumelifeneri, Sarıyer Rumelifeneri Yolu, Istanbul, Turkey
| | - Fatemeh Bagherian
- Department of Psychology and Education, Shahid Beheshti University, Tehran, Iran
| | - Davide Barrera
- University of Turin and Collegio Carlo Alberto, Turin, Italy
| | - Dana Basnight-Brown
- United States International University - Africa, Box 14634 00800, Nairobi, Kenya
| | - Birzhan Batkeyev
- International School of Economics, Kazakh-British Technical University, Almaty, Kazakhstan
| | - Anabel Belaus
- Instituto de Investigaciones Psicológicas (IIPsi), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), CABA, República Argentina.,Universidad Nacional de Córdoba (UNC). Facultad de Psicología (UNC), Ciudad Universitaria, Bv. de la Reforma esquina, Enfermera Gordillo s/n, Córdoba, Argentina
| | - Elizaveta Berezina
- Sunway University, No. 5, Jalan Universiti, Bandar Sunway, Selangor, Darul Ehsan, Malaysia
| | | | - Sheyla Blumen
- Departamento de Psicología, Pontificia Universidad Católica del Perú, San Miguel, Lima, Peru
| | - Paweł Boski
- SWPS University of Social Sciences and Humanities, Warsaw, Chodakowska, Poland
| | | | - Inna Bovina
- Moscow State University of Psychology and Education, Moscow, Russia
| | - Bui Thi Thu Huyen
- Hanoi National University of Education, Cau Giay District, Hanoi, Vietnam
| | | | - Đorđe Čekrlija
- Faculty of philosophy, University of Banja Luka, Banja Luka, Bosnia and Herzegovina
| | - Hoon-Seok Choi
- Department of Psychology, Sungkyunkwan University, Seoul, Republic of Korea
| | - Carlos C Contreras-Ibáñez
- Departamento de Sociología, Universidad Autónoma Metropolitana - Unidad Iztapalapa, Ciudad de México, Mexico
| | - Rui Costa-Lopes
- Instituto de Ciências Sociais, Universidade de Lisboa, Lisboa, Portugal
| | - Mícheál de Barra
- Center for Culture and Evolution, Brunel University London, Uxbridge, UK
| | | | - Angela Dorrough
- Department of Psychology, University of Cologne, Cologne, Germany
| | | | - Anja Eller
- Facultad de Psicología, Universidad Nacional Autónoma de México. Av. Universidad 3004, Ciudad Universitaria, Ciudad de México, Mexico
| | - Jan B Engelmann
- Center for Research in Experimental Economics and Political Decision Making (CREED), Amsterdam School of Economics, University of Amsterdam, P.O. Box 15867, Amsterdam, NJ, The Netherlands
| | - Hyun Euh
- Department of Psychology, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Xia Fang
- Department of Psychology, York University, Toronto, ON, Canada
| | - Susann Fiedler
- Max Planck Institute for Research on Collective Goods, Bonn, Germany
| | | | - Márta Fülöp
- Institute for Cognitive Neuroscience and Psychology, Research Centre of Natural Sciences, Budapest, Hungary.,Eötvös Loránd University, Faculty of Psychology and Education, Budapest, Hungary
| | | | - C M Hew D Gill
- Sunway University, No. 5, Jalan Universiti, Bandar Sunway, Selangor, Darul Ehsan, Malaysia
| | - Andreas Glöckner
- Department of Psychology, University of Cologne, Cologne, Germany.,Max Planck Institute for Research on Collective Goods, Bonn, Germany
| | - Sylvie Graf
- Institute of Psychology, Czech Academy of Sciences, Brno, Czech Republic
| | - Ani Grigoryan
- Department of Personality Psychology, Yerevan State University, Yerevan, Armenia
| | | | - Katarzyna Growiec
- SWPS University of Social Sciences and Humanities, Warsaw, Chodakowska, Poland
| | - Peter Halama
- Center for Social and Psychological Sciences, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Andree Hartanto
- School of Social Sciences, Singapore Management University, Singapore, Singapore
| | - Tim Hopthrow
- School of Psychology, University of Kent, Canterbury, UK
| | - Martina Hřebíčková
- Institute of Psychology, Czech Academy of Sciences, Brno, Czech Republic
| | | | - Hirotaka Imada
- School of Psychology, University of Kent, Canterbury, UK
| | | | - Kerry Kawakami
- Department of Psychology, York University, Toronto, ON, Canada
| | - Narine Khachatryan
- Department of Personality Psychology, Yerevan State University, Yerevan, Armenia
| | | | | | - Toko Kiyonari
- Aoyama Gakuin University, Sagamihara-city, Kanagawa, Japan
| | - Michal Kohút
- Faculty of Philosophy and Arts, University of Trnava, Trnava, Slovakia
| | - Lê Thuỳ Linh
- National Economics University, Hai Ba Trung, Dong Tam District, Hanoi, Vietnam
| | - Lisa M Leslie
- New York University, Stern School of Business, New York, NY, 10012, USA
| | - Yang Li
- Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Aichi, Japan.,Melbourne School of Psychological Science, University of Melbourne, Parkville, VIC, Australia
| | - Norman P Li
- School of Social Sciences, Singapore Management University, Singapore, Singapore
| | - Zhuo Li
- Department of Psychology, University of Western Ontario, London, ON, Canada
| | - Kadi Liik
- School of Natural Sciences and Health, Tallinn University, Tallinn, Estonia
| | - Angela T Maitner
- Department of International Studies, American University of Sharjah, PO Box 26666, Sharjah, United Arab Emirates
| | - Bernardo Manhique
- Eduardo Mondlane University, Faculty of Arts and Social Sciences, Department of Sociology, Maputo, Mozambique
| | - Harry Manley
- Faculty of Psychology, Chulalongkorn University, Bangkok, Thailand
| | - Imed Medhioub
- Department of Finance and Investment, Al Imam Mohammad Ibn Saud Islamic University (IMSIU), P.O. Box 5701, Riyadh, Saudi Arabia
| | | | - Linda Mohammed
- Institute of Criminology and Public Safety, Valsayn Campus, Graver Road, Valsayn, University of Trinidad and Tobago, Arima, Trinidad and Tobago
| | - Pegah Nejat
- Department of Psychology and Education, Shahid Beheshti University, Tehran, Iran
| | - Orlando Nipassa
- Eduardo Mondlane University, Faculty of Arts and Social Sciences, Department of Sociology, Maputo, Mozambique
| | - Ravit Nussinson
- The Open University of Israel, Raanana, Israel.,University of Haifa, Haifa, Israel
| | - Nneoma G Onyedire
- Department of Psychology, University of Nigeria Nsukka, Nsukka, Nigeria
| | - Ike E Onyishi
- Department of Psychology, University of Nigeria Nsukka, Nsukka, Nigeria
| | - Seniha Özden
- Koç University, Rumelifeneri, Sarıyer Rumelifeneri Yolu, Istanbul, Turkey
| | | | | | | | - Mpho Pheko
- Department of Psychology, University of Botswana, Private Bag UB 00705, Gaborone, Botswana
| | - Anna-Maija Pirttilä-Backman
- University of Helsinki, Faculty of Social Sciences, Social Psychology, PO Box 54 (Unioninkatu 37), Helsinki, Finland
| | - Marianna Pogosyan
- Politics, Psychology, Law and Economics (PPLE), University of Amsterdam, PO Box 15575, Amsterdam, The Netherlands
| | - Jana Raver
- Queen's University, Goodes Hall, Queen's University, Kingston, ON, Canada
| | - Cecilia Reyna
- Instituto de Investigaciones Psicológicas (IIPsi), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), CABA, República Argentina
| | | | - Sara Romanò
- Department of Culture, Politics and Society, University of Turin, Turin, Italy
| | - Pedro P Romero
- Experimental and Computational Economics Lab (ECEL), School of Economics, Universidad San Francisco de Quito, Diego de Robles y Pampite, Quito, Ecuador
| | - Inari Sakki
- University of Eastern Finland, Department of Social Sciences, P.O. Box 162770211, Kuopio, Finland
| | | | - Sara Sherbaji
- Department of International Studies, American University of Sharjah, PO Box 26666, Sharjah, United Arab Emirates
| | | | - Brent Simpson
- Department of Sociology, University of South Carolina, Columbia, SC, USA
| | - Erna Szabo
- Department of International Management, Johannes Kepler University, Linz, Austria
| | - Kosuke Takemura
- Faculty of Economics, Shiga University, Hikone, Shiga, Japan
| | - Hassan Tieffi
- Université Félix Houphouët-Boigny Cocody-Abidjan, Centre Ivoirien d'Etude et de Recherche en Psychologie Appliquée (CIERPA), Abidjan, Côte d'Ivoire
| | | | - Napoj Thanomkul
- Faculty of Psychology, Chulalongkorn University, Bangkok, Thailand
| | - Habib Tiliouine
- Labo-PECS, Faculty of Social Sciences, Université d'Oran 2, Oran, Algeria
| | - Giovanni A Travaglino
- School of Psychology, University of Kent, Canterbury, UK.,School of Humanities and Social Science, The Chinese University of Hong Kong, Shenzhen, Longgang District, Shenzhen, P. R. China
| | - Yannis Tsirbas
- University of Athens, Department of Political Science and Public Administration, Athens, Greece
| | - Richard Wan
- Department of International Management, Johannes Kepler University, Linz, Austria
| | - Sita Widodo
- Department of Personality and Social Psychology, Universitas Airlangga, Surabaya, Indonesia
| | - Rizqy Zein
- Department of Personality and Social Psychology, Universitas Airlangga, Surabaya, Indonesia
| | - Qing-Peng Zhang
- Guangzhou University, Guangzhou Higher Education Mega Center, Guangzhou, P.R. China
| | - Lina Zirganou-Kazolea
- University of Athens, Department of Political Science and Public Administration, Athens, Greece
| | - Paul A M Van Lange
- VU Amsterdam, Department of Experimental and Applied Psychology, Institute for Brain and Behavior Amsterdam (IBBA), Amsterdam, Amsterdam, The Netherlands
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8
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Stamatis CA, Engelmann JB, Ziegler C, Domschke K, Hasler G, Timpano KR. A neuroeconomic investigation of 5-HTT/ 5-HT1A gene variation, social anxiety, and risk-taking behavior. Anxiety Stress Coping 2020; 33:176-192. [PMID: 32009446 DOI: 10.1080/10615806.2020.1722597] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Background and objectives: Although approaches combining behavioral genetics and neuroeconomics have advanced models of addiction, no study has synthesized these methods to elucidate mechanisms of competing risk-approachand risk-avoidance in social anxiety (SA). Grounded in dual-mode models of serotonergic systems and self-regulation, this study investigated associations between SA, serotonin transporter 5-HTT (LPR; rs25531) and receptor 5-HT1A genes, and risk-taking on behavioral and self-report measures.Design and methods: Young adults (N = 309) completed a neuroeconomic task measuring gambling attractiveness (δ), reward probability discrimination (γ), and risk attitudes (α). Risk genotypes included 5-HTT (LPR; rs25531) low-expression variants (SS/SLG/LGLG), and 5-HT1A (rs6295) GG.Results: Path analysis revealed that SA related to increased gambling attractiveness, but only for 5-HT1A risk groups. Although the 5-HTT (LPR; rs25531) risk genotypes and self-reported SA predicted lower social risk-taking, high-SA individuals who exhibited more accurate reward probability discrimination (γ) reported taking increased social risks.Conclusion: In line with dual-mode models, results suggest that SA predicts behavioral risk-approach at the basic decision-making level, along with self-reported social risk-avoidance, modulated by serotonergic genotypes. High-SA individuals with more accurate assessments of reward probabilities may engage in greater social risk-taking, perhaps reflecting an adaptive tendency to approach feared situations.
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Affiliation(s)
| | - Jan B Engelmann
- Center for research in experimental economics and political decision making (CREED), Faculty of Economics and Business, University of Amsterdam, Amsterdam, Netherlands.,Amsterdam Brain and Cognition (ABC), University of Amsterdam, Amsterdam, Netherlands.,The Tinbergen Institute, Amsterdam, Netherlands
| | - Christiane Ziegler
- Department of Psychiatry and Psychotherapy, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Katharina Domschke
- Department of Psychiatry and Psychotherapy, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Center for Basics in NeuroModulation, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Gregor Hasler
- Department of Psychiatry, University of Fribourg, Villars-sur-Glâne, Switzerland
| | - Kiara R Timpano
- Department of Psychology, University of Miami, Coral Gables, FL, USA
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9
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Hoven M, Lebreton M, Engelmann JB, Denys D, Luigjes J, van Holst RJ. Abnormalities of confidence in psychiatry: an overview and future perspectives. Transl Psychiatry 2019; 9:268. [PMID: 31636252 PMCID: PMC6803712 DOI: 10.1038/s41398-019-0602-7] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Revised: 07/03/2019] [Accepted: 07/30/2019] [Indexed: 01/11/2023] Open
Abstract
Our behavior is constantly accompanied by a sense of confidence and its' precision is critical for adequate adaptation and survival. Importantly, abnormal confidence judgments that do not reflect reality may play a crucial role in pathological decision-making typically seen in psychiatric disorders. In this review, we propose abnormalities of confidence as a new model of interpreting psychiatric symptoms. We hypothesize a dysfunction of confidence at the root of psychiatric symptoms either expressed subclinically in the general population or clinically in the patient population. Our review reveals a robust association between confidence abnormalities and psychiatric symptomatology. Confidence abnormalities are present in subclinical/prodromal phases of psychiatric disorders, show a positive relationship with symptom severity, and appear to normalize after recovery. In the reviewed literature, the strongest evidence was found for a decline in confidence in (sub)clinical OCD, and for a decrease in confidence discrimination in (sub)clinical schizophrenia. We found suggestive evidence for increased/decreased confidence in addiction and depression/anxiety, respectively. Confidence abnormalities may help to understand underlying psychopathological substrates across disorders, and should thus be considered transdiagnostically. This review provides clear evidence for confidence abnormalities in different psychiatric disorders, identifies current knowledge gaps and supplies suggestions for future avenues. As such, it may guide future translational research into the underlying processes governing these abnormalities, as well as future interventions to restore them.
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Affiliation(s)
- Monja Hoven
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.
| | - Maël Lebreton
- 0000 0001 2322 4988grid.8591.5Swiss Center for Affective Science (CISA), University of Geneva (UNIGE), Geneva, Switzerland ,0000 0001 2322 4988grid.8591.5Neurology and Imaging of Cognition (LabNIC), Department of Basic Neurosciences, University of Geneva (UNIGE), Geneva, Switzerland
| | - Jan B. Engelmann
- 0000000084992262grid.7177.6CREED, Amsterdam School of Economics (ASE), University of Amsterdam, Amsterdam, The Netherlands ,0000000084992262grid.7177.6Amsterdam Brain and Cognition (ABC), University of Amsterdam, Amsterdam, The Netherlands ,0000 0001 2353 4804grid.438706.eThe Tinbergen Institute, Amsterdam, The Netherlands
| | - Damiaan Denys
- 0000000084992262grid.7177.6Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands ,0000 0001 2171 8263grid.419918.cNeuromodulation & Behavior, Netherlands Institute for Neuroscience, KNAW, Amsterdam, The Netherlands
| | - Judy Luigjes
- 0000000084992262grid.7177.6Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Ruth J. van Holst
- 0000000084992262grid.7177.6Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
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10
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Lebreton M, Bacily K, Palminteri S, Engelmann JB. Contextual influence on confidence judgments in human reinforcement learning. PLoS Comput Biol 2019; 15:e1006973. [PMID: 30958826 PMCID: PMC6472836 DOI: 10.1371/journal.pcbi.1006973] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 04/18/2019] [Accepted: 03/22/2019] [Indexed: 01/01/2023] Open
Abstract
The ability to correctly estimate the probability of one’s choices being correct is fundamental to optimally re-evaluate previous choices or to arbitrate between different decision strategies. Experimental evidence nonetheless suggests that this metacognitive process—confidence judgment- is susceptible to numerous biases. Here, we investigate the effect of outcome valence (gains or losses) on confidence while participants learned stimulus-outcome associations by trial-and-error. In two experiments, participants were more confident in their choices when learning to seek gains compared to avoiding losses, despite equal difficulty and performance between those two contexts. Computational modelling revealed that this bias is driven by the context-value, a dynamically updated estimate of the average expected-value of choice options, necessary to explain equal performance in the gain and loss domain. The biasing effect of context-value on confidence, revealed here for the first time in a reinforcement-learning context, is therefore domain-general, with likely important functional consequences. We show that one such consequence emerges in volatile environments, where the (in)flexibility of individuals’ learning strategies differs when outcomes are framed as gains or losses. Despite apparent similar behavior- profound asymmetries might therefore exist between learning to avoid losses and learning to seek gains. In order to arbitrate between different decision strategies, as well as to inform future choices, a decision maker needs to estimate the probability of her choices being correct as precisely as possible. Surprisingly, this metacognitive operation, known as confidence judgment, has not been systematically investigated in the context of simple instrumental-learning tasks. Here, we assessed how confident individuals are in their choices when learning stimulus-outcome associations by trial-and-errors to maximize gains or to minimize losses. In two experiments, we show that individuals are more confident in their choices when learning to seek gains compared to avoiding losses, despite equal difficulty and performance between those two contexts. To simultaneously account for this pattern of choices and confidence judgments, we propose that individuals learn context-values, which approximate the average expected-value of choice options. We finally show that, in volatile environments, the biasing effect of context-value on confidence induces difference in learning flexibility when outcomes are framed as gains or losses.
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Affiliation(s)
- Maël Lebreton
- CREED, Amsterdam School of Economics (ASE), Universiteit van Amsterdam, Amsterdam, the Netherlands
- Amsterdam Brain and Cognition (ABC), Universiteit van Amsterdam, Amsterdam, the Netherlands
- Neurology and Imaging of Cognition (LabNIC), Department of Basic Neurosciences, University of Geneva, Geneva, Switzerland
- Swiss Center for Affective Science (CISA), University of Geneva, Geneva, Switzerland
- * E-mail:
| | - Karin Bacily
- CREED, Amsterdam School of Economics (ASE), Universiteit van Amsterdam, Amsterdam, the Netherlands
- Amsterdam Brain and Cognition (ABC), Universiteit van Amsterdam, Amsterdam, the Netherlands
| | - Stefano Palminteri
- Human Reinforcement Learning team, Université de Recherche Paris Sciences et Lettres, Paris, France
- Département d’Études Cognitives, École Normale Supérieure, Paris, France
- Laboratoire de Neurosciences Cognitives et Computationnelles, Institut National de la Santé et de la Recherche Médicale, Paris, France
| | - Jan B. Engelmann
- CREED, Amsterdam School of Economics (ASE), Universiteit van Amsterdam, Amsterdam, the Netherlands
- Amsterdam Brain and Cognition (ABC), Universiteit van Amsterdam, Amsterdam, the Netherlands
- The Tinbergen Institute, Amsterdam, the Netherlands
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11
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Abstract
Aversive affect is likely a key source of irrational human decision-making, but still, little is known about the neural circuitry underlying emotion-cognition interactions during social behavior. We induced incidental aversive affect via prolonged periods of threat of shock, while 41 healthy participants made investment decisions concerning another person or a lottery. Negative affect reduced trust, suppressed trust-specific activity in the left temporoparietal junction (TPJ), and reduced functional connectivity between the TPJ and emotion-related regions such as the amygdala. The posterior superior temporal sulcus (pSTS) seems to play a key role in mediating the impact of affect on behavior: Functional connectivity of this brain area with left TPJ was associated with trust in the absence of negative affect, but aversive affect disrupted this association between TPJ-pSTS connectivity and behavioral trust. Our findings may be useful for a better understanding of the neural circuitry of affective distortions in healthy and pathological populations.
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Affiliation(s)
- Jan B. Engelmann
- Center for Research in Experimental Economics and Political Decision Making (CREED), Amsterdam School of Economics and Amsterdam Brain and Cognition (ABC), University of Amsterdam and the Tinbergen Institute, Amsterdam, Netherlands
- Laboratory for Social and Neural Systems Research, Department of Economics, University of Zürich, Zürich, Switzerland
| | - Friederike Meyer
- Laboratory for Social and Neural Systems Research, Department of Economics, University of Zürich, Zürich, Switzerland
| | - Christian C. Ruff
- Laboratory for Social and Neural Systems Research, Department of Economics, University of Zürich, Zürich, Switzerland
| | - Ernst Fehr
- Laboratory for Social and Neural Systems Research, Department of Economics, University of Zürich, Zürich, Switzerland
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12
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Ikink I, Engelmann JB, van den Bos W, Roelofs K, Figner B. Time ambiguity during intertemporal decision-making is aversive, impacting choice and neural value coding. Neuroimage 2019; 185:236-244. [DOI: 10.1016/j.neuroimage.2018.10.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Revised: 09/01/2018] [Accepted: 10/04/2018] [Indexed: 11/30/2022] Open
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13
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Hein G, Engelmann JB, Tobler PN. Pain relief provided by an outgroup member enhances analgesia. Proc Biol Sci 2018; 285:rspb.2018.0501. [PMID: 30257910 DOI: 10.1098/rspb.2018.0501] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 09/03/2018] [Indexed: 12/15/2022] Open
Abstract
Pain feels different in different social contexts, yet the mechanisms behind social pain modulation remain poorly understood. To elucidate the impact of social context on pain processing, we investigated how group membership, one of the most important social context factors, shapes pain relief behaviourally and neurally in humans undergoing functional neuroimaging. Participants repeatedly received pain relief from a member of their own group (ingroup treatment) or a member of a disliked outgroup (outgroup treatment). We observed a decrease in pain ratings and anterior insula (AI) pain responses after outgroup treatment, but not after ingroup treatment. Moreover, path analyses revealed that the outgroup treatment induced a stronger relief learning in the AI, which in turn altered pain processing, in particular if the participant entered the treatment with a negative impression toward the outgroup individual. The finding of enhanced analgesia after outgroup treatment is relevant for intergroup clinical settings. More generally, we found that group membership affects pain responses through neural learning and we thus elucidate one possible mechanism through which social context impacts pain processing.
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Affiliation(s)
- Grit Hein
- Department of Psychiatry, Psychosomatic and Psychotherapy, Translational Social Neuroscience Unit, University of Wurzburg, Wurzburg 97080, Germany
| | - Jan B Engelmann
- Center for Research in Experimental Economics and Political Decision Making (CREED), Amsterdam School of Economics, and Amsterdam Brain and Cognition (ABC), University of Amsterdam, Amsterdam 1001, The Netherlands
| | - Philippe N Tobler
- Department of Economics, Laboratory for Social and Neural Systems Research, University of Zurich, Zurich 8006, Switzerland
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14
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Mulckhuyse M, Engelmann JB, Schutter DJLG, Roelofs K. Right posterior parietal cortex is involved in disengaging from threat: a 1-Hz rTMS study. Soc Cogn Affect Neurosci 2018; 12:1814-1822. [PMID: 29140532 PMCID: PMC5714210 DOI: 10.1093/scan/nsx111] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [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: 12/20/2016] [Accepted: 10/01/2017] [Indexed: 01/01/2023] Open
Abstract
The right posterior parietal cortex (PPC) is implicated in spatial attention, but its specific role in emotional spatial attention remains unclear. In this study, we combined inhibitory transcranial magnetic stimulation (TMS) with a fear-conditioning paradigm to test the role of the right PPC in attentional control of task-irrelevant threatening distractors. In a sham-controlled within-subject design, 1-Hz repetitive TMS was applied to the left and right PPC after which participants performed a visual search task with a distractor that was either associated with a loud noise burst (threat) or not (non-threat). Results demonstrated attentional capture across all conditions as evidenced by the typical reaction time costs of the distractor. However, only after inhibitory rTMS to the right PPC reaction time cost in the threatening distractor condition was increased relative to the non-threatening distractor condition, suggesting that attention lingered longer on the threatening distractor. We propose that the right PPC is involved in disengagement of attention from emotionally salient stimuli in order to re-orient attention to task relevant stimuli and may have implications for anxiety disorders associated with difficulties to disengage from threatening stimuli.
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Affiliation(s)
- Manon Mulckhuyse
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, Nijmegen, The Netherlands.,Affective NeuroEconomics, University of Amsterdam, Amsterdam, The Netherlands
| | - Jan B Engelmann
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, Nijmegen, The Netherlands.,Affective NeuroEconomics, University of Amsterdam, Amsterdam, The Netherlands
| | - Dennis J L G Schutter
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - Karin Roelofs
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, Nijmegen, The Netherlands.,Behavioural Science Institute, Radboud University Nijmegen, Nijmegen, The Netherlands
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15
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Abstract
BACKGROUND Commonly observed distortions in decision-making among patients with major depressive disorder (MDD) may emerge from impaired reward processing and cognitive biases toward negative events. There is substantial theoretical support for the hypothesis that MDD patients overweight potential losses compared with gains, though the neurobiological underpinnings of this bias are uncertain. METHODS Twenty-one unmedicated patients with MDD were compared with 25 healthy controls (HC) using functional magnetic resonance imaging (fMRI) together with an economic decision-making task over mixed lotteries involving probabilistic gains and losses. Region-of-interest analyses evaluated neural signatures of gain and loss coding within a core network of brain areas known to be involved in valuation (anterior insula, caudate nucleus, ventromedial prefrontal cortex). RESULTS Usable fMRI data were available for 19 MDD and 23 HC subjects. Anterior insula signal showed negative coding of losses (gain > loss) in HC subjects consistent with previous findings, whereas MDD subjects demonstrated significant reversals in these associations (loss > gain). Moreover, depression severity further enhanced the positive coding of losses in anterior insula, ventromedial prefrontal cortex, and caudate nucleus. The hyper-responsivity to losses displayed by the anterior insula of MDD patients was paralleled by a reduced influence of gain, but not loss, stake size on choice latencies. CONCLUSIONS Patients with MDD demonstrate a significant shift from negative to positive coding of losses in the anterior insula, revealing the importance of this structure in value-based decision-making in the context of emotional disturbances.
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Affiliation(s)
- J B Engelmann
- Center for Research in Experimental Economics and Political Decision Making (CREED), Amsterdam School of Economics, University of Amsterdam and The Tinbergen Institute,Amsterdam,The Netherlands
| | - G S Berns
- Department of Psychology,Emory University,Atlanta, GA,USA
| | - B W Dunlop
- Department of Psychiatry and Behavioral Sciences,Emory University School of Medicine,Atlanta, GA 30329,USA
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16
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17
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18
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Abstract
There are two regularities we have learned from experimental studies of choice under risk. The first is that the majority of people weigh objective probabilities non-linearly. The second regularity, although less commonly acknowledged, is that there is a large amount of heterogeneity in how people distort probabilities. Despite of this, little effort has been made to identify the source of heterogeneity. In this paper, we explore the possibility that personality type is linked to probability distortions. Using validated psychological questionnaires, we clustered participants into distinct personality types: motivated, impulsive, and affective. We found that the motivated viewed gambling more attractive, whereas the impulsive were the most capable of discriminating non-extreme probabilities. Our results suggest that the observed heterogeneity in probability distortions may be explained by personality profiles, which can be elicited though standard psychological questionnaires.
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Affiliation(s)
- C Monica Capra
- Department of Economics and Center for Neuropolicy, Emory University
| | - Bing Jiang
- Department of Economics and Business, Virginia Military Institute
| | - Jan B Engelmann
- Laboratory for Social and Neural Systems Research, Department of Economics, University of Zurich, Switzerland
| | - Gregory S Berns
- Department of Economics and Center for Neuropolicy, Emory University
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19
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Abstract
Despite consistently documented cultural differences in the perception of facial expressions of emotion, the role of culture in shaping cognitive mechanisms that are central to emotion perception has received relatively little attention in past research. We review recent developments in cross-cultural psychology that provide particular insights into the modulatory role of culture on cognitive mechanisms involved in interpretations of facial expressions of emotion through two distinct routes: display rules and cognitive styles. Investigations of emotion intensity perception have demonstrated that facial expressions with varying levels of intensity of positive affect are perceived and categorized differently across cultures. Specifically, recent findings indicating significant levels of differentiation between intensity levels of facial expressions among American participants, as well as deviations from clear categorization of high and low intensity expressions among Japanese and Russian participants, suggest that display rules shape mental representations of emotions, such as intensity levels of emotion prototypes. Furthermore, a series of recent studies using eye tracking as a proxy for overt attention during face perception have identified culture-specific cognitive styles, such as the propensity to attend to very specific features of the face. Together, these results suggest a cascade of cultural influences on cognitive mechanisms involved in interpretations of facial expressions of emotion, whereby cultures impart specific behavioral practices that shape the way individuals process information from the environment. These cultural influences lead to differences in cognitive styles due to culture-specific attentional biases and emotion prototypes, which partially account for the gradient of cultural agreements and disagreements obtained in past investigations of emotion perception.
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Affiliation(s)
- Jan B. Engelmann
- Laboratory for Social and Neural Systems Research, Department of Economics, University of ZurichZurich, Switzerland
| | - Marianna Pogosyan
- Division of Public Administration, International Christian UniversityTokyo, Japan
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20
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Abstract
To survive in our complex environment, we have to adapt to changing contexts. Prior research that investigated how contextual changes are processed in the human brain has demonstrated important modulatory influences on multiple cognitive processes underlying decision-making, including perceptual judgments, working memory, as well as cognitive and attentional control. However, in everyday life, the importance of context is even more obvious during economic and social interactions, which often have implicit rule sets that need to be recognized by a decision-maker. Here, we review recent evidence from an increasing number of studies in the fields of Neuroeconomics and Social Neuroscience that investigate the neurobiological basis of contextual effects on valuation and social choice. Contrary to the assumptions of rational choice theory, multiple contextual factors, such as the availability of alternative choice options, shifts in reference point, and social context, have been shown to modulate behavior, as well as signals in task-relevant neural networks. A consistent picture that emerges from neurobiological results is that valuation-related activity in striatum and ventromedial prefrontal cortex is highly context dependent during both social and nonsocial choice. Alternative approaches to model and explain choice behavior, such as comparison-based choice models, as well as implications for future research are discussed.
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Affiliation(s)
- Jan B Engelmann
- Department of Economics, University of Zurich, Zurich, Switzerland.
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21
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Engelmann JB, Moore S, Monica Capra C, Berns GS. Differential neurobiological effects of expert advice on risky choice in adolescents and adults. Soc Cogn Affect Neurosci 2012; 7:557-67. [PMID: 22563008 DOI: 10.1093/scan/nss050] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
We investigated behavioral and neurobiological mechanisms by which risk-averse advice, provided by an expert, affected risky decisions across three developmental groups [early adolescents (12-14 years), late adolescents (15-17 years), adults (18+ years)]. Using cumulative prospect theory, we modeled choice behavior during a risky-choice task. Results indicate that advice had a significantly greater impact on risky choice in both adolescent groups than in adults. Using functional magnetic resonance imaging, we investigated the neural correlates of this behavioral effect. Developmental effects on correlations between brain activity and valuation parameters were obtained in regions that can be classified into (i) cognitive control regions, such as dorsolateral prefrontal cortex (DLPFC) and ventrolateral PFC; (ii) social cognition regions, such as posterior temporoparietal junction; and (iii) reward-related regions, such as ventromedial PFC (vmPFC) and ventral striatum. Within these regions, differential effects of advice on neural correlates of valuation were observed across development. Specifically, advice increased the correlation strength between brain activity and parameters reflective of safe choice options in adolescent DLPFC and decreased correlation strength between activity and parameters reflective of risky choice options in adult vmPFC. Taken together, results indicate that, across development, distinct brain systems involved in cognitive control and valuation mediate the risk-reducing effect of advice during decision making under risk via specific enhancements and reductions of the correlation strength between brain activity and valuation parameters.
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Affiliation(s)
- Jan B Engelmann
- Department of Economics, University of Zurich, Zurich, Switzerland.
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22
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Abstract
Cultural differences in the perception of positive affect intensity within an advertising context were investigated among American, Japanese, and Russian participants. Participants were asked to rate the intensity of facial expressions of positive emotions, which displayed either subtle, low intensity, or salient, high intensity expressions of positive affect. In agreement with previous findings from cross-cultural psychological research, current results demonstrate both cross-cultural agreement and differences in the perception of positive affect intensity across the three cultures. Specifically, American participants perceived high arousal (HA) images as significantly less calm than participants from the other two cultures, while the Japanese participants perceived low arousal (LA) images as significantly more excited than participants from the other cultures. The underlying mechanisms of these cultural differences were further investigated through difference scores that probed for cultural differences in perception and categorization of positive emotions. Findings indicate that rating differences are due to (1) perceptual differences in the extent to which HA images were discriminated from LA images, and (2) categorization differences in the extent to which facial expressions were grouped into affect intensity categories. Specifically, American participants revealed significantly higher perceptual differentiation between arousal levels of facial expressions in high and intermediate intensity categories. Japanese participants, on the other hand, did not discriminate between high and low arousal affect categories to the same extent as did the American and Russian participants. These findings indicate the presence of cultural differences in underlying decoding mechanisms of facial expressions of positive affect intensity. Implications of these results for global advertising are discussed.
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Affiliation(s)
- Marianna Pogosyan
- Division of Public Administration, International Christian University Tokyo, Japan
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23
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Brooks AM, Pammi VSC, Noussair C, Capra CM, Engelmann JB, Berns GS. From bad to worse: striatal coding of the relative value of painful decisions. Front Neurosci 2010; 4:176. [PMID: 21103006 PMCID: PMC2987510 DOI: 10.3389/fnins.2010.00176] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [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: 07/28/2010] [Accepted: 09/19/2010] [Indexed: 11/29/2022] Open
Abstract
The majority of decision-related research has focused on how the brain computes decisions over outcomes that are positive in expectation. However, much less is known about how the brain integrates information when all possible outcomes in a decision are negative. To study decision-making over negative outcomes, we used fMRI along with a task in which participants had to accept or reject 50/50 lotteries that could result in more or fewer electric shocks compared to a reference amount. We hypothesized that behaviorally, participants would treat fewer shocks from the reference amount as a gain, and more shocks from the reference amount as a loss. Furthermore, we hypothesized that this would be reflected by a greater BOLD response to the prospect of fewer shocks in regions typically associated with gain, including the ventral striatum and orbitofrontal cortex. The behavioral data suggest that participants in our study viewed all outcomes as losses, despite our attempt to induce a status quo. We find that the ventral striatum showed an increase in BOLD response to better potential gambles (i.e., fewer expected shocks). This lends evidence to the idea that the ventral striatum is not solely responsible for reward processing but that it might also signal the relative value of an expected outcome or action, regardless of whether the outcome is entirely appetitive or aversive. We also find a greater response to worse gambles in regions previously associated with aversive valuation, suggesting an opposing but simultaneous valuation signal to that conveyed by the striatum.
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Abstract
Despite considerable interest in the neural basis of valuation, the question of how valuation affects cognitive processing has received relatively less attention. Here, we review evidence from recent behavioral and neuroimaging studies supporting the notion that motivation can enhance perceptual and executive control processes to achieve more efficient goal-directed behavior. Specifically, in the context of cognitive tasks offering monetary gains, improved behavioral performance has been repeatedly observed in conjunction with elevated neural activations in task-relevant perceptual, cognitive and reward-related regions. We address the neural basis of motivation-cognition interactions by suggesting various modes of communication between relevant neural networks: (1) global hub regions may integrate information from multiple inputs providing a communicative link between specialized networks; (2) point-to-point interactions allow for more specific cross-network communication; and (3) diffuse neuromodulatory systems can relay motivational signals to cortex and enhance signal processing. Together, these modes of communication allow information regarding motivational significance to reach relevant brain regions and shape behavior.
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Affiliation(s)
- Luiz Pessoa
- Department of Psychological and Brain Sciences, Indiana University Bloomington, IN, USA
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Engelmann JB, Damaraju E, Padmala S, Pessoa L. Combined effects of attention and motivation on visual task performance: transient and sustained motivational effects. Front Hum Neurosci 2009; 3:4. [PMID: 19434242 PMCID: PMC2679199 DOI: 10.3389/neuro.09.004.2009] [Citation(s) in RCA: 200] [Impact Index Per Article: 13.3] [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: 09/09/2008] [Accepted: 02/25/2009] [Indexed: 11/29/2022] Open
Abstract
We investigated how the brain integrates motivational and attentional signals by using a neuroimaging paradigm that provided separate estimates for transient cue- and target-related signals, in addition to sustained block-related responses. Participants performed a Posner-type task in which an endogenous cue predicted target location on 70% of trials, while motivation was manipulated by varying magnitude and valence of a cash incentive linked to task performance. Our findings revealed increased detection performance (d′) as a function of incentive value. In parallel, brain signals revealed that increases in absolute incentive magnitude led to cue- and target-specific response modulations that were independent of sustained state effects across visual cortex, fronto-parietal regions, and subcortical regions. Interestingly, state-like effects of incentive were observed in several of these brain regions, too, suggesting that both transient and sustained fMRI signals may contribute to task performance. For both cue and block periods, the effects of administering incentives were correlated with individual trait measures of reward sensitivity. Taken together, our findings support the notion that motivation improves behavioral performance in a demanding attention task by enhancing evoked responses across a distributed set of anatomical sites, many of which have been previously implicated in attentional processing. However, the effect of motivation was not simply additive as the impact of absolute incentive was greater during invalid than valid trials in several brain regions, possibly because motivation had a larger effect on reorienting than orienting attentional mechanisms at these sites.
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Affiliation(s)
- Jan B Engelmann
- Department of Psychiatry and Behavioral Sciences, Emory University Atlanta, GA, USA
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Engelmann JB, Capra CM, Noussair C, Berns GS. Expert financial advice neurobiologically "Offloads" financial decision-making under risk. PLoS One 2009; 4:e4957. [PMID: 19308261 PMCID: PMC2655712 DOI: 10.1371/journal.pone.0004957] [Citation(s) in RCA: 72] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2009] [Accepted: 02/21/2009] [Indexed: 11/18/2022] Open
Abstract
Background Financial advice from experts is commonly sought during times of uncertainty. While the field of neuroeconomics has made considerable progress in understanding the neurobiological basis of risky decision-making, the neural mechanisms through which external information, such as advice, is integrated during decision-making are poorly understood. In the current experiment, we investigated the neurobiological basis of the influence of expert advice on financial decisions under risk. Methodology/Principal Findings While undergoing fMRI scanning, participants made a series of financial choices between a certain payment and a lottery. Choices were made in two conditions: 1) advice from a financial expert about which choice to make was displayed (MES condition); and 2) no advice was displayed (NOM condition). Behavioral results showed a significant effect of expert advice. Specifically, probability weighting functions changed in the direction of the expert's advice. This was paralleled by neural activation patterns. Brain activations showing significant correlations with valuation (parametric modulation by value of lottery/sure win) were obtained in the absence of the expert's advice (NOM) in intraparietal sulcus, posterior cingulate cortex, cuneus, precuneus, inferior frontal gyrus and middle temporal gyrus. Notably, no significant correlations with value were obtained in the presence of advice (MES). These findings were corroborated by region of interest analyses. Neural equivalents of probability weighting functions showed significant flattening in the MES compared to the NOM condition in regions associated with probability weighting, including anterior cingulate cortex, dorsolateral PFC, thalamus, medial occipital gyrus and anterior insula. Finally, during the MES condition, significant activations in temporoparietal junction and medial PFC were obtained. Conclusions/Significance These results support the hypothesis that one effect of expert advice is to “offload” the calculation of value of decision options from the individual's brain.
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Affiliation(s)
- Jan B. Engelmann
- Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - C. Monica Capra
- Department of Economics, Emory University, Atlanta, Georgia, United States of America
| | - Charles Noussair
- Department of Economics, Tilburg University, Tilburg, The Netherlands
| | - Gregory S. Berns
- Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia, United States of America
- Department of Economics, Emory University, Atlanta, Georgia, United States of America
- Center for Neuropolicy, Emory University, Atlanta, Georgia, United States of America
- * E-mail:
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Abstract
Although both attention and motivation affect behavior, how these 2 systems interact is currently unknown. To address this question, 2 experiments were conducted in which participants performed a spatially cued forced-choice localization task under varying levels of motivation. Participants were asked to indicate the location of a peripherally cued target while ignoring a distracter. Motivation was manipulated by varying magnitude and valence (reward and punishment) of an incentive linked to task performance. Attention was manipulated via a peripheral cue, which correctly predicted the presence of a target stimulus on 70% of the trials. Taken together, our findings revealed that the signal detection measure, reflecting perceptual sensitivity, increased as a function of incentive value during both valid and invalid trials. In addition, trend analyses revealed a linear increase in detection sensitivity as a function of incentive magnitude for both reward and punishment conditions. Our results suggest that elevated motivation leads to improved efficiency in orienting and reorienting of exogenous spatial attention and that one mechanism by which attention and motivation interact involves the sharpening of attention during motivationally salient conditions.
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Affiliation(s)
- Jan B Engelmann
- Department of Psychology, Brown University, Providence, RI, USA.
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Affiliation(s)
- Jan B Engelmann
- Department of Psychology, Brown University, Providence, Rhode Island 02912, USA.
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