To which world regions does the valence-dominance model of social perception apply?

Benedict Jones, Lisa Marie DeBruine, Jessica Kay Flake, Marco Tullio Liuzza, Jan Antfolk, Nwadiogo Chisom Arinze, Izuchukwu Lawrence Gabriel Ndukaihe, Nicholas Bloxsom, Savannah Lewis, Francesco Foroni, Megan Willis, Carmelo Cubillas, Miguel Vadillo, michael gilead, Almog Simchon, Selahattin Adil Saribay, Nicholas Calbraith Owsley, Dustin Calvillo, Anna Włodarczyk, Yue QiKris Ariyabuddhiphongs, Somboon Jarukasemthawee, Harry Manley, Panita Suavansri, Nattasuda Taephant, Ryan Mayer Stolier, Thomas Rhys Evans, Judson Bonick, Jan Willem Lindemans, Logan Fox Ashworth, Coralie Chevallier, Aycan Kapucu, Aslan Karaaslan, Juan David Leongómez, Oscar Sánchez, Eugenio Valderrama Escallón, Milena Vásquez-Amézquita, Balazs Aczel, Nandor Hajdu, Peter Szecsi, Michael Andreychik, Erica Musser, Carlota Batres, Chuan-Peng Hu, Qing-Lan Liu, Nicole Legate, Leigh Ann Vaughn, Krystian Barzykowski, Karolina Golik, Irina Schmid, Stefan Stieger, Richard Artner, Chiel Kris Karel Mues, wolf vanpaemel, Zhongqing Jiang, Qi Wu, Gabriela Marcu, Ian Stephen, Jackson Lu, Michael Carl Philipp, Jack Dennis Arnal, Eric Hehman, Sally Xie, William Chopik, Martin Seehuus, Soufian Azouaghe, Abdelkarim Belhaj, Jamal Elouafa, John Paul Wilson, Elliott Tyler Kruse, Marietta Papadatou-Pastou, Alan Barba-Sanchez, DE LA ROSA GOMEZ ANABEL, Isaac González-Santoyo, Tsuyueh Hsu, Chun-Chia Kung, Wang Hsiao-Hsin, Jonathan Freeman, DongWon Oh, Vidar Schei, Therese Sverdrup, Carmel Levitan, Corey Cook, Priyanka Chandel, Pratibha Kujur, Arti Parganiha, Noorshama Parveen, Atanu Kumar Pati, Sraddha Pradhan, Margaret Messiah Singh, Babita Pande, Jozef Bavolar, Pavol Kačmár, Ilya Zakharov, Sara Álvarez Solas, Ernest Baskin, Martin Thirkettle, Kathleen Schmidt, Cody Christopherson, Jordan Suchow, Jonas Olofsson, Ai-Suan Lee, Jennifer Beaudry, Taylor Diarmuid Gogan, Julian Oldmeadow, Barnaby Dixson, Laura Stevens, Gianni Ribeiro, Mark Brandt, Karlijn Hoyer, Bastian Jaeger, Dongning Ren, Willem Sleegers, Joeri Wissink, Gwenael Kaminski, Victoria Floerke, Heather Urry, Sau-Chin Chen, Gerit Pfuhl, Zahir Vally, Dana Basnight-Brown, Hans IJzerman, Elisa Sarda, Touhami Badidi, Nicolas Van der Linden, Chrystalle Tan, Vanja Kovic, Melissa Fay Colloff, Heather Flowe, DI Burin, Gwendolyn Gardiner, John Protzko, Christoph Schild, Karolina Scigala, Ingo Zettler, Erin Marie O'Mara Kunz, Daniel Storage, Fieke Maria Antoinet Wagemans, Blair Saunders, Miroslav Sirota, Guyan Sloane, Tiago Jessé Souza Lima, Kim Uittenhove, Evie Vergauwe, Katarzyna Jaworska, Lilian Carvalho, Karl Ask, Casper Van Zyl, Anita Körner, Sophia Christin Weissgerber, Jordane Boudesseul, Fernando Ruiz-Dodobara, Kay Ritchie, Nicholas Michael Michalak, Khandis Blake, David White, Alasdair Gordon-Finlayson, Michele Anne, Steve Janssen, Kean Mun Lee, Tonje Kvande Nielsen, Christian Tamnes, Janis Zickfeld, Anna Dalla Rosa, Ferenc Kocsor, Luca Kozma, Adam Putz, Patrizio Tressoldi, Michelangelo Vianello, Natalia Irrazabal, Armand Chatard, Samuel Lins, Isabel Pinto, Johannes Lutz, Matus Adamkovic, Peter Babinčák, Gabriel Baník, Ivan Ropovik, Vinet Coetzee, Kim Olivia Peters

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Abstract

Over the past 10 years, Oosterhof and Todorov’s valence–dominance model has emerged as the most prominent account of how people evaluate faces on social dimensions. In this model, two dimensions (valence and dominance) underpin social judgements of faces. Because this model has primarily been developed and tested in Western regions, it is unclear whether these findings apply to other regions. We addressed this question by replicating Oosterhof and Todorov’s methodology across 11 world regions, 41 countries and 11,570 participants. When we used Oosterhof and Todorov’s original analysis strategy, the valence–dominance model generalized across regions. When we used an alternative methodology to allow for correlated dimensions, we observed much less generalization. Collectively, these results suggest that, while the valence–dominance model generalizes very well across regions when dimensions are forced to be orthogonal, regional differences are revealed when we use different extraction methods and correlate and rotate the dimension reduction solution.
Original languageEnglish
Pages (from-to)159–169
Number of pages13
JournalNature Human Behaviour
Volume5
Issue number1
Early online date4 Jan 2021
DOIs
Publication statusPublished - Jan 2021

Funding

C.L. was supported by the Vienna Science and Technology Fund (WWTF VRG13-007); L.M.D. was supported by ERC 647910 (KINSHIP); D.I.B. and N.I. received funding from CONICET, Argentina; L.K., F.K. and Á. Putz were supported by the European Social Fund (EFOP-3.6.1.-16-2016-00004; ‘Comprehensive Development for Implementing Smart Specialization Strategies at the University of Pécs’). K.U. and E. Vergauwe were supported by a grant from the Swiss National Science Foundation (PZ00P1_154911 to E. Vergauwe). T.G. is supported by the Social Sciences and Humanities Research Council of Canada (SSHRC). M.A.V. was supported by grants 2016-T1/SOC-1395 (Comunidad de Madrid) and PSI2017-85159-P (AEI/FEDER UE). K.B. was supported by a grant from the National Science Centre, Poland (number 2015/19/D/HS6/00641). J. Bonick and J.W.L. were supported by the Joep Lange Institute. G.B. was supported by the Slovak Research and Development Agency (APVV-17-0418). H.I.J. and E.S. were supported by a French National Research Agency ‘Investissements d’Avenir’ programme grant (ANR-15-IDEX-02). T.D.G. was supported by an Australian Government Research Training Program Scholarship. The Raipur Group is thankful to: (1) the University Grants Commission, New Delhi, India for the research grants received through its SAP-DRS (Phase-III) scheme sanctioned to the School of Studies in Life Science; and (2) the Center for Translational Chronobiology at the School of Studies in Life Science, PRSU, Raipur, India for providing logistical support. K. Ask was supported by a small grant from the Department of Psychology, University of Gothenburg. Y.Q. was supported by grants from the Beijing Natural Science Foundation (5184035) and CAS Key Laboratory of Behavioral Science, Institute of Psychology. N.A.C. was supported by the National Science Foundation Graduate Research Fellowship (R010138018). We acknowledge the following research assistants: J. Muriithi and J. Ngugi (United States International University Africa); E. Adamo, D. Cafaro, V. Ciambrone, F. Dolce and E. Tolomeo (Magna Græcia University of Catanzaro); E. De Stefano (University of Padova); S. A. Escobar Abadia (University of Lincoln); L. E. Grimstad (Norwegian School of Economics (NHH)); L. C. Zamora (Franklin and Marshall College); R. E. Liang and R. C. Lo (Universiti Tunku Abdul Rahman); A. Short and L. Allen (Massey University, New Zealand), A. Ateş, E. Güneş and S. Can Özdemir (Boğaziçi University); I. Pedersen and T. Roos (Åbo Akademi University); N. Paetz (Escuela de Comunicación Mónica Herrera); J. Green (University of Gothenburg); M. Krainz (University of Vienna, Austria); and B. Todorova (University of Vienna, Austria). The funders had no role in study design, data collection and analysis, decision to publish or preparation of the manuscript.

FundersFunder number
AEI/FEDER UE
CAS Key Laboratory of Behavioral Science
Center for Translational Chronobiology
Department of Psychology, University of Gothenburg
Institute of Psychology
Joep Lange Institute
National Science FoundationR010138018
Horizon 2020 Framework Programme647910
Comunidad de MadridPSI2017-85159-P
Social Sciences and Humanities Research Council of Canada2016-T1/SOC-1395
European Research Council
University Grants Commission
Agence Nationale de la RechercheANR-15-IDEX-02
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungPZ00P1_154911
Vienna Science and Technology FundWWTF VRG13-007
Consejo Nacional de Investigaciones Científicas y Técnicas
Narodowe Centrum Nauki2015/19/D/HS6/00641
Natural Science Foundation of Beijing Municipality5184035
European Social FundEFOP-3.6.1
Agentúra na Podporu Výskumu a VývojaAPVV-17-0418

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