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1. A multi-country test of brief reappraisal interventions on emotions during the COVID-19 pandemic

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IJzerman, Hans, Ropovik, Ivan, Ebersole, Charles, Tidwell, Natasha, Markiewicz, Łukasz, de Lima, Tiago Jessé Souza, Wolf, Daniel, Novak, Sarah, Collins, W. Matthew, Menon, Madhavi, de Souza, Luana Elayne Cunha, Sawicki, Przemysław, Boucher, Leanne, Białek, Michał, Idzikowska, Katarzyna, Razza, Timothy, Kraus, Sue, Weissgerber, Sophia, Baník, Gabriel, Kołodziej, Sabina, Babincak, Peter, Schütz, Astrid, Sternglanz, R. Weylin, Gawryluk, Katarzyna, Sullivan, Gavin Brent, Day, Chris, Sparacio, Alessandro, Tops, Mattie, Quirin, Markus, Lewis, Neil, Przybylski, Andrew, Weinstein, Netta, DeBruine, Lisa, Ritchie, Stuart, Vazire, Simine, Forscher, Patrick, Morey, Richard, Ivory, James, Anvari, Farid, Jones, Benedict, Flake, Jessica, Liuzza, Marco Tullio, Antfolk, Jan, Arinze, Nwadiogo, Ndukaihe, Izuchukwu, Bloxsom, Nicholas, Lewis, Savannah, Foroni, Francesco, Willis, Megan, Cubillas, Carmelo, Vadillo, Miguel, Turiegano, Enrique, Gilead, Michael, Simchon, Almog, Saribay, S. Adil, Owsley, Nicholas, Jang, Chaning, Mburu, Georgina, Calvillo, Dustin, Wlodarczyk, Anna, Qi, Yue, Ariyabuddhiphongs, Kris, Jarukasemthawee, Somboon, Manley, Harry, Suavansri, Panita, Taephant, Nattasuda, Stolier, Ryan, Evans, Thomas, Bonick, Judson, Lindemans, Jan, Ashworth, Logan, Hahn, Amanda, Chevallier, Coralie, Kapucu, Aycan, Karaaslan, Aslan, Leongómez, Juan David, Sánchez, Oscar, Valderrama, Eugenio, Vásquez-Amézquita, Milena, Hajdu, Nandor, Aczel, Balazs, Szecsi, Peter, Andreychik, Michael, Musser, Erica, Batres, Carlota, Hu, Chuan-Peng, Liu, Qing-Lan, Legate, Nicole, Vaughn, Leigh Ann, Barzykowski, Krystian, Golik, Karolina, Schmid, Irina, Stieger, Stefan, Artner, Richard, Mues, Chiel, Vanpaemel, Wolf, Jiang, Zhongqing, Wu, Qi, Marcu, Gabriela, Stephen, Ian, Lu, Jackson, Philipp, Michael, Arnal, Jack, Hehman, Eric, Xie, Sally, Chopik, William, Seehuus, Martin, Azouaghe, Soufian, Belhaj, Abdelkarim, Elouafa, Jamal, Wilson, John, Kruse, Elliott, Papadatou-Pastou, Marietta, De La Rosa-Gómez, Anabel, Barba-Sánchez, Alan, González-Santoyo, Isaac, Hsu, Tsuyueh, Kung, Chun-Chia, Wang, Hsiao-Hsin, Freeman, Jonathan, Oh, Dong Won, Schei, Vidar, Sverdrup, Therese, Levitan, Carmel, Cook, Corey, Chandel, Priyanka, Kujur, Pratibha, Parganiha, Arti, Parveen, Noorshama, Pati, Atanu Kumar, Pradhan, Sraddha, Singh, Margaret, Pande, Babita, Bavolar, Jozef, Kačmár, Pavol, Zakharov, Ilya, Álvarez-Solas, Sara, Baskin, Ernest, Thirkettle, Martin, Schmidt, Kathleen, Christopherson, Cody, Leonis, Trinity, Suchow, Jordan, Olofsson, Jonas, Jernsäther, Teodor, Lee, Ai-Suan, Beaudry, Jennifer, Gogan, Taylor, Oldmeadow, Julian, Balas, Benjamin, Stevens, Laura, Colloff, Melissa, Flowe, Heather, Gülgöz, Sami, Brandt, Mark, Hoyer, Karlijn, Jaeger, Bastian, Ren, Dongning, Sleegers, Willem, Wissink, Joeri, Kaminski, Gwenaël, Floerke, Victoria, Urry, Heather, Chen, Sau-Chin, Pfuhl, Gerit, Vally, Zahir, Basnight-Brown, Dana, Jzerman, Hans, Sarda, Elisa, Neyroud, Lison, Badidi, Touhami, Van der Linden, Nicolas, Tan, Chrystalle, Kovic, Vanja, Sampaio, Waldir, Ferreira, Paulo, Santos, Diana, Burin, Debora, Gardiner, Gwendolyn, Protzko, John, Schild, Christoph, Ścigała, Karolina, Zettler, Ingo, O’Mara Kunz, Erin, Storage, Daniel, Wagemans, Fieke, Saunders, Blair, Sirota, Miroslav, Sloane, Guyan, Lima, Tiago, Uittenhove, Kim, Vergauwe, Evie, Jaworska, Katarzyna, Stern, Julia, Ask, Karl, van Zyl, Casper, Körner, Anita, Boudesseul, Jordane, Ruiz-Dodobara, Fernando, Ritchie, Kay, Michalak, Nicholas, Blake, Khandis, White, David, Gordon-Finlayson, Alasdair, Anne, Michele, Janssen, Steve, Lee, Kean Mun, Nielsen, Tonje, Tamnes, Christian, Zickfeld, Janis, Rosa, Anna Dalla, Vianello, Michelangelo, Kocsor, Ferenc, Kozma, Luca, Putz, Ádám, Tressoldi, Patrizio, Irrazabal, Natalia, Chatard, Armand, Lins, Samuel, Pinto, Isabel, Lutz, Johannes, Adamkovic, Matus, Coetzee, Vinet, Dixson, Barnaby, Ribeiro, Gianni, Peters, Kim, Steffens, Niklas, Tan, Kok Wei, Thorstenson, Christopher, Fernandez, Ana Maria, Hsu, Rafael, Valentova, Jaroslava, Varella, Marco, Corral-Frías, Nadia, Frías-Armenta, Martha, Hatami, Javad, Monajem, Arash, Sharifian, MohammadHasan, Frohlich, Brooke, Lin, Hause, Inzlicht, Michael, Alaei, Ravin, Rule, Nicholas, Lamm, Claus, Pronizius, Ekaterina, Voracek, Martin, Olsen, Jerome, Giolla, Erik Mac, Akgoz, Aysegul, Özdoğru, Asil, Crawford, Matthew, Bennett-Day, Brooke, Koehn, Monica, Okan, Ceylan, Gill, Tripat, Miller, Jeremy, Dunham, Yarrow, Yang, Xin, Alper, Sinan, Borras-Guevara, Martha Lucia, Cai, Sun Jun, Tiantian, Dong, Danvers, Alexander, Feinberg, David, Armstrong, Marie, Gilboa-Schechtman, Eva, McCarthy, Randy, Muñoz-Reyes, Jose Antonio, Polo, Pablo, Shiramazu, Victor, Yan, Wen-Jing, Carvalho, Lilian, Chartier, Christopher, Coles, Nicholas, Klein, Richard, Dujols, Olivier, van de Ven, Niels, Pich, Olivia, Schubert, Thomas, Berkessel, Jana, Pizarro, José, Bhushan, Braj, Mateo, Nino Jose, Barbosa, Sergio, Sharman, Leah, Kökönyei, Gyöngyi, Schrover, Elke, Kardum, Igor, Aruta, John Jamir Benzon, Lazarevic, Ljiljana, Escobar, María Josefina, Stadel, Marie, Arriaga, Patrícia, Dodaj, Arta, Shankland, Rebecca, Majeed, Nadyanna, Li, Yansong, Lekkou, Eleimonitria, Hartanto, Andree, del Carmen Espinoza, Maria, Caballero, Amparo, Kolen, Anouk, Karsten, Julie, Maeura, Nao, Eşkisu, Mustafa, Shani, Yaniv, Chittham, Phakkanun, Ferreira, Diogo, Konova, Irina, Sato, Wataru, Morvinski, Coby, Carrera, Pilar, Villar, Sergio, Ibanez, Agustin, Hareli, Shlomo, Garcia, Adolfo, Kremer, Inbal, Götz, Friedrich, Schwerdtfeger, Andreas, Estrada-Mejia, Catalina, Nakayama, Masataka, Ng, Wee Qin, Sesar, Kristina, Orjiakor, Charles, Dumont, Kitty, Allred, Tara Bulut, Gračanin, Asmir, Rentfrow, Peter, Schönefeld, Victoria, Peltola, Henna-Riikka, Tcherkassof, Anna, Haque, Shamsul, Śmieja, Magdalena, Su-May, Terri Tan, Vatakis, Argiro, Ong, Chew Wei, Choi, Eunsoo, Schorch, Sebastian, Páez, Darío, Malik, Sadia, Bobowik, Magdalena, Jose, Paul, Vuoskoski, Jonna, Basabe, Nekane, Doğan, Uğur, Ebert, Tobias, Uchida, Yukiko, Zheng, Michelle Xue, Mefoh, Philip, Šebeňa, René, Stanke, Franziska, Ballada, Christine Joy, Blaut, Agata, Wu, Yang, Daniels, Judith, Kocsel, Natália, Burak, Elif Gizem Demirag, Balt, Nina, Vanman, Eric, Stewart, Suzanne L.K., Verschuere, Bruno, Sikka, Pilleriin, Martins, Diogo, Nussinson, Ravit, Ito, Kenichi, Mentser, Sari, Çolak, Tuğba Seda, Martinez-Zelaya, Gonzalo, Vingerhoets, Ad, Wang, Ke, Goldenberg, Amit, Dorison, Charles, Uusberg, Andero, Lerner, Jennifer, Gross, James, Agesin, Bamikole Bamikole, Bernardo, Márcia, Campos, Olatz, Eudave, Luis, Grzech, Karolina, Ozery, Daphna Hausman, Jackson, Emily, Garcia, Elkin Oswaldo Luis, Drexler, Shira Meir, Jurković, Anita Penić, Rana, Kafeel, Wilson, John Paul, Antoniadi, Maria, Desai, Kermeka, Gialitaki, Zoi, Kushnir, Elizaveta, Nadif, Khaoula, Bravo, Olalla Niño, Nauman, Rafia, Oosterlinck, Marlies, Pantazi, Myrto, Pilecka, Natalia, Szabelska, Anna, van Steenkiste, I., Filip, Katarzyna, Bozdoc, Andreea Ioana, Marcu, Gabriela Mariana, Agadullina, Elena, Roczniewska, Marta, Reyna, Cecilia, Kassianos, Angelos, Westerlund, Minja, Ahlgren, Lina, Pöntinen, Sara, Adetula, Gabriel Agboola, Dursun, Pinar, Arinze, Azuka Ikechukwu, Arinze, Nwadiogo Chisom, Ogbonnaya, Chisom Esther, Dalgar, Ilker, Akkas, Handan, Macapagal, Paulo Manuel, Metin-Orta, Irem, Santos, Anabela Caetano, Mokady, Aviv, Reggev, Niv, Kurfali, Merve, Vasilev, Martin, Nock, Nora, Parzuchowski, Michal, Espinoza Barría, Mauricio, Vranka, Marek, Kohlová, Markéta Braun, Harutyunyan, Mikayel, Wang, Chunhui, Yao, Elvin, Becker, Maja, Manunta, Efisio, Marko, Dafne, Evans, Kortnee, Lewis, David, Findor, Andrej, Landry, Anais Thibault, Ortiz, Manuel, Grinberg, Maurice, Li, Ranran, Valentova, Jaroslava Varella, Mioni, Giovanna, Cellini, Nicola, Moon, Karis, Azab, Habiba, Levy, Neil, Karababa, Alper, Todsen, Anna Louise, van Schie, Kevin, Vintr, Jáchym, Kaliska, Lada, Križanić, Valerija, Samojlenko, Lara, Pourafshari, Razieh, Geiger, Sandra, Beitner, Julia, Warmelink, Lara, Ross, Robert, Hostler, Thomas, Szala, Anna, Grano, Caterina, Solorzano, Claudio Singh, Anjum, Gulnaz, Jimenez-Leal, William, Bradford, Maria, Pérez, Laura Calderón, Cruz Vásquez, Julio, Galindo-Caballero, Oscar, Vargas-Nieto, Juan Camilo, Kácha, Ondřej, Arvanitis, Alexios, Xiao, Qinyu, Cárcamo, Rodrigo, Zorjan, Saša, Tajchman, Zuzanna, Vilares, Iris, Pavlacic, Jeffrey, Kunst, Jonas, von Bastian, Claudia, Atari, Mohammad, Hricova, Monika, Schrötter, Jana, Rahal, Rima-Maria, Cohen, Noga, FatahModarres, Saiedeh, Zrimsek, Miha, Esteban-Serna, Celia, Calin-Jageman, Robert, Krafnick, Anthony, Štrukelj, Eva, Isager, Peder Mortvedt, Urban, Jan, Silva, Jaime, Martončik, Marcel, Očovaj, Sanja Batić, Šakan, Dušana, Kuzminska, Anna, Djordjevic, Jasna Milosevic, Almeida, Inês, Ferreira, Ana, Ricaurte, Danilo Zambrano, Monteiro, Renan, Etabari, Zahra, Dunleavy, Daniel, Chou, Weilun, Godbersen, Hendrik, Ruiz-Fernández, Susana, Reeck, Crystal, Kirgizova, Komila, Muminov, Abdumalik, Azevedo, Flavio, Alvarez, Daniela Serrato, Butt, Muhammad Mussaffa, Lee, Jeong Min, Chen, Zhang, Verbruggen, Frederick, Ziano, Ignazio, Tümer, Murat, Charyate, Abdelilah, Dubrov, Dmitrii, Tejada Rivera, María del Carmen M. C., Aberson, Christopher, Pálfi, Bence, Maldonado, Mónica Alarcón, Hubena, Barbora, Sacakli, Asli, Ceary, Chris, Richard, Karley, Singer, Gage, Perillo, Jennifer, Ballantyne, Tonia, Cyrus-Lai, Wilson, Fedotov, Maksim, Du, Hongfei, Wielgus, Magdalena, Pit, Ilse, Hruška, Matej, Sousa, Daniela, Szaszi, Barnabas, Adamus, Sylwia, Micheli, Leticia, Schmidt, Nadya-Daniela, Zsido, Andras, Paruzel-Czachura, Mariola, Bialek, Michal, Kowal, Marta, Sorokowska, Agnieszka, Misiak, Michal, Mola, Débora, Ortiz, María Victoria, Correa, Pablo Sebastián, Belaus, Anabel, Muchembled, Fany, Ribeiro, Rafael, Oliveira, Raquel, Szwed, Paulina, Kossowska, Małgorzata, Czarnek, Gabriela, Kielińska, Julita, Antazo, Benedict, Betlehem, Ruben, Nilsonne, Gustav, Simonovic, Nicolle, Taber, Jennifer, Gourdon-Kanhukamwe, Amélie, Domurat, Artur, Ihaya, Keiko, Yamada, Yuki, Urooj, Anum, Čadek, Martin, Bylinina, Lisa, Messerschmidt, Johanna, Kurfalı, Murathan, Adetula, Adeyemi, Baklanova, Ekaterina, Albayrak-Aydemir, Nihan, Kappes, Heather, Gjoneska, Biljana, House, Thea, Jones, Marc, Çoksan, Sami, Khaoudi, Ahmed, Bokkour, Ahmed, El Arabi, Kanza Ait, Djamai, Ikhlas, Iyer, Aishwarya, Parashar, Neha, Adiguzel, Arca, Kocalar, Halil Emre, Bundt, Carsten, Norton, James, Ankushev, Vladislav, Bogatyreva, Natalia, Grigoryev, Dmitry, Ivanov, Aleksandr, Prusova, Irina, Romanova, Marina, Sarieva, Irena, Terskova, Maria, Hristova, Evgeniya, Kadreva, Veselina Hristova, Janak, Allison, Askelund, Adrian Dahl, Pineda, Lina Maria Sanabria, Krupić, Dajana, Johannes, Niklas, Ouherrou, Nihal, Say, Nicolas, Sinkolova, Sladjana, Janjić, Kristina, Stojanovska, Marija, Stojanovska, Dragana, Khosla, Meetu, Thomas, Andrew, Kung, Franki, Bijlstra, Gijsbert, Mosannenzadeh, Farnaz, Balci, Busra Bahar, Reips, Ulf-Dietrich, Ishkhanyan, Byurakn, Czamanski-Cohen, Johanna, Dixson, Barnaby James Wyld, Moreau, David, Sutherland, Clare, Chuan-Peng, Hu, Noone, Chris, Topor, Marta, Kunisato, Yoshihiko, Yu, Karen, Daches, Shimrit, Vdovic, Milica, Anton-Boicuk, Lisa, Forbes, Paul, Kamburidis, Julia, Marinova, Evelina, Nedelcheva-Datsova, Mina, Rachev, Nikolay, Stoyanova, Alina, Koptjevskaja-Tamm, Maria, Bialobrzeska, Olga, Marszalek, Magdalena, Tatachari, Srinivasan, Afhami, Reza, Law, Wilbert, Žuro, Barbara, Van Doren, Natalia, Soto, Jose, Searston, Rachel, Miranda, Jacob, Damnjanović, Kaja, Yeung, Siu Kit, Krupić, Dino, Klevjer, Kristoffer, Lucas, Marc, Torres, Adriana Olaya, Toro, Mónica, Delgado, Lady Grey Javela, Vega, Diego, Solas, Sara Álvarez, Vilar, Roosevelt, Massoni, Sébastien, Frizzo, Thomas, Bran, Alexandre, Vaidis, David, Vieira, Luc, Paris, Bastien, Capizzi, Mariagrazia, Coelho, Gabriel Lins de Holanda, Greenburgh, Anna, Whitt, Cassie, Tullett, Alexa, Du, Xinkai, Volz, Leonhard, Bosma, Minke Jasmijn, Karaarslan, Cemre, Sarıoğuz, Eylül, Korbmacher, Max, Ribeiro, Matheus Fernando Felix, Verharen, Jeroen, Karekla, Maria, Karashiali, Christiana, Sunami, Naoyuki, Jaremka, Lisa, Habib, Sumaiya, Studzinska, Anna, Hanel, Paul, Holford, Dawn Liu, Wolfe, Kelly, Chiu, Faith, Theodoropoulou, Andriana, Ahn, El Rim, Lin, Yijun, Westgate, Erin, Brohmer, Hilmar, Hofer, Gabriela, Vezirian, Kevin, Feldman, Gilad, Travaglino, Giovanni, Ahmed, Afroja, Li, Manyu, Bosch, Jasmijn, Torunsky, Nathan, Bai, Hui, Manavalan, Mathi, Song, Xin, Walczak, Radoslaw, Zdybek, Przemysław, Friedemann, Maja, Alves, Sara, Correia, Rita, Rojas-Berscia, Luis Miguel, Uttley, Jim, Beshears, Julie, Thommesen, Katrine Krabbe, Behzadnia, Behzad, Geniole, Shawn, Silan, Miguel, Maturan, Princess Lovella G., Vilsmeier, Johannes, Tran, Ulrich, Izquierdo, Sara Morales, Mensink, Michael, Sorokowski, Piotr, Groyecka-Bernard, Agata, Radtke, Theda, Adoric, Vera Cubela, Carpentier, Joelle, Özdoğru, Asil Ali, Joy-Gaba, Jennifer, Hedgebeth, Mattie, Ishii, Tatsunori, Wichman, Aaron, Röer, Jan Philipp, Ostermann, Thomas, Davis, William, Suter, Lilian, Papachristopoulos, Konstantinos, Zabel, Chelsea, Mallik, Peter, Buchanan, Erin, Primbs, Maximilian, Moshontz, Hannah, Clinical Psychology, Medical Oncology, Laboratoire Inter-universitaire de Psychologie : Personnalité, Cognition, Changement Social (LIP-PC2S), Université Pierre Mendès France - Grenoble 2 (UPMF)-Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry]), Akdemir KurfalI, Merve, Cognition, Langues, Langage, Ergonomie (CLLE-LTC), École pratique des hautes études (EPHE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université Toulouse - Jean Jaurès (UT2J)-Centre National de la Recherche Scientifique (CNRS), Organizational Psychology, Medical and Clinical Psychology, Department of Social Psychology, Repositório da Universidade de Lisboa, Faculdade de Psicologia e de Ciências da Educação, and PDF ist zur Bearb. im Hiwi-Ordner, Sperre bis 28.02.2022, rechtl. Bedingungen: postprint, 6 Monate Embargo (Sherpa), 26.01.2022 bo

Subjects
Male, STRESS, Emotions, Psychological intervention, Social Sciences, [SHS.PSY]Humanities and Social Sciences/Psychology, REAPPRAISAL INTERVENTIONS, Behavioral neuroscience, NEGATIVE AND POSITIVE EMOTIONS, Behavioral Neuroscience, 0302 clinical medicine, ddc:150, [STAT.ML]Statistics [stat]/Machine Learning [stat.ML], Pandemic, Psychology, ANXIETY, Covid-19, reappraisal, emotions, R PACKAGE, purl.org/becyt/ford/5.1 [https], ComputingMilieux_MISCELLANEOUS, Repurposing, media_common, purl.org/becyt/ford/5 [https], 05 social sciences, DIVERGENT ASSOCIATIONS, POSITIVE EMOTIONS, 3. Good health, [SCCO.PSYC]Cognitive science/Psychology, MULTI-COUNTRY TEST, adult, COVID-19, female, humans, male, emotional regulation, emotions, Anxiety, Female, COGNITIVE REAPPRAISAL, Psychological resilience, medicine.symptom, [STAT.ME]Statistics [stat]/Methodology [stat.ME], Clinical psychology, Adult, Social Psychology, media_common.quotation_subject, Experimental and Cognitive Psychology, Article, 050105 experimental psychology, Cognitive reappraisal, 03 medical and health sciences, SDG 3 - Good Health and Well-being, Human behaviour, medicine, Humans, 0501 psychology and cognitive sciences, METAANALYSIS, Behaviour Change and Well-being, pandemic, reappraisal, RESILIENCE, NEGATIVE AFFECT, Mental health, Emotional Regulation, REGULATION STRATEGIES, 030217 neurology & neurosurgery
Abstract

© The Author(s), under exclusive licence to Springer Nature Limited 2021, corrected publication 2022, The COVID-19 pandemic has increased negative emotions and decreased positive emotions globally. Left unchecked, these emotional changes might have a wide array of adverse impacts. To reduce negative emotions and increase positive emotions, we tested the effectiveness of reappraisal, an emotion-regulation strategy that modifies how one thinks about a situation. Participants from 87 countries and regions (n = 21,644) were randomly assigned to one of two brief reappraisal interventions (reconstrual or repurposing) or one of two control conditions (active or passive). Results revealed that both reappraisal interventions (vesus both control conditions) consistently reduced negative emotions and increased positive emotions across different measures. Reconstrual and repurposing interventions had similar effects. Importantly, planned exploratory analyses indicated that reappraisal interventions did not reduce intentions to practice preventive health behaviours. The findings demonstrate the viability of creating scalable, low-cost interventions for use around the world., This project was supported by funds from: the Amazon Web Services (AWS) Imagine Grant (to E.M.B.); the Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research (JSPS KAKENHI; 16h03079, 17h00875, 18k12015, and 20h04581 to Y.Y.); the research programme Dipartimenti di Eccellenza from the Ministry of Education University and Research (MIUR to N. Cellini and G.M. and the Department of General Psychology of the University of Padua); statutory funds of the University of Wroclaw (to A. Sorokowska); the Charles University Research Programme PROGRES (Q18 to M. Vranka); the Knut and Alice Wallenberg Foundation (2016:0229 to J.K.O.); the Rubicon Grant (019.183sg.007 to K.v.S.) from the Netherlands Organisation for Scientific Research; the Australian Research Council (dp180102384 to R.M.R.); the US National Institutes of Health (NIMH111640 to M.N.-D.), the Huo Family Foundation to N.J.; the NSF Directorate for Social, Behavioral and Economic Sciences, Division of Social and Economic Sciences (1559511 to J.S.L.); the US National Institutes of Health (RO1-CA-224545 to J.S.L.); Eesti Teadusagentuur–Estonian Research Council (PSG525 to A. Uusberg); the J. William Fulbright Program (to F. Azevedo); the HSE Basic Research Program (to D. Dubrov); Dominican University (a Faculty Development Grant to A. Krafnick); and the French National Research Agency Investissements d’avenir supporting PSF (ANR-15-IDEX-02 to H.I.); the Slovak Research and Development Agency (project no. APVV-20-0319 to M. Adamkovič); the programme FUTURE LEADER of Lorraine Université d’Excellence within the French National Research Agency Investissements d’avenir (ANR-15-IDEX-04-LUE to S.M.). Computation for this research was assisted by: the Harvard Business School compute cluster (HBSGrid); and the Open Science Grid. The Open Science Grid is supported by the National Science Foundation award 1148698 and the US Department of Energy’s Office of Science, as well as by the compute resources and assistance of the UW-Madison Center For High Throughput Computing (CHTC) in the Department of Computer Sciences. The CHTC is supported by UW-Madison, the Advanced Computing Initiative, the Wisconsin Alumni Research Foundation, the Wisconsin Institutes for Discovery, and the National Science Foundation, and is an active member of the Open Science Grid, which is supported by the National Science Foundation and the U.S. Department of Energy’s Office of Science.

Published
2021
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2. To which world regions does the valence-dominance model of social perception apply?

Author

Hsiao-Hsin, Wang, Escallón , Eugenio, Wissink , Joeri, Gilboa-Schechtman, Eva, Gardiner, Gwendolyn, Zickfeld , Janis, Yang , Xin, Chatard , Armand, Tamnes , Christian, Inzlicht , Michael, Ritchie , Kay, Pronizius, Ekaterina, Stevens, Laura, Vally , Zahir, Olsen , Jerome, Shiramizu , Victor, Akgoz, Aysegul, Jaworska, Katarzyna, Santos, Diana, Gordon-Finlayson , Alasdair, Hoyer, Karlijn, Weissgerber, Sophia, Monajem, Arash, Balas , Benjamin, Giolla , Erik, Junger, Julia, Cai, Sun, Protzko, John, Coetzee, Vinet, Kovic , Vanja, Ferreira, Paulo, Kocsor, Ferenc, Danvers , Alexander, Koehn , Monica, Frias-Armenta, Martha, Tan, Kokwei, Ren, Dongning, Varella, Marco, White, David, Gill , Tripat, Flowe, Heather, Tan , Chrystalle, Michalak , Nicholas, Irrazabal, Natalia, Mburu, Georgina, Kozma , Luca, Kunz , Erin, Basnight-Brown , Dana, Pfuhl , Gerit, Blake, Khandis, Lutz , Johannes, Schild , Christoph, Floerke , Victoria, Sleegers , Willem, Zettler , Ingo, Lins , Samuel, Vergauwe , Evie, Hatami, Javad, Peters , Kim, Anne, Michele, Muñoz-Reyes, Ja, Janssen , Steve, Dranseika , Vilius, Colloff , Melissa, Frohlich, Brooke, Ask , Karl, Lin , Hause, Jaeger , Bastian, Baník , Gabriel, Fernandez , Ana, Turiegano, Enrique, Ribeiro , Gianni, Lima , Tiago, Tiantian, Dong, Carvalho, Lilian, Miller, Jeremy, Sharifian, Mohammadhasan, Burin , D.I., Urry , Heather, Crawford , Matthew, Rule , Nicholas, Vianello , Michelangelo, Lee, Kean, Gulgoz , Sami, Saunders , Blair, Yan, Wen-Jing, Sampaio , Waldir, Nielsen, Tonje, Sloane, Guyan, Tressoldi , Patrizio, Sirota , Miroslav, Okan, Ceylan, Jang, Chaning, Dunham , Yarrow, Jünger , Julia, Chartier , Christopher, Coles , Nicholas, Gogan , Taylor, Özdoğru, Asil, Scigala, Karolina, Thorstenson , Christopher, Dixson , Barnaby, Oldmeadow , Julian, Rosa , Anna, Sarda , Elisa, Chen , Sau-Chin, Ropovik , Ivan, Polo, Pablo, Corral-Frias, Nadia, Alaei , Ravin, Voracek , Martin, Alper , Sinan, Neyroud , Lison, Adamkovic , Matus, Van Der Linden , Nicolas, Özdoğru , Asil, Bennett-Day , Brooke, Van Zyl, Casper, Wei, Tan, Wagemans , Fieke, Hsu, Rafael, Putz, Adam, Ansari , Daniel, Valentova, Jaroslava, Hahn, Amanda, Muñoz-Reyes, José, Lucia, Martha, Ijzerman , Hans, Boudesseul , Jordane, Brandt , Mark, Marshall , Tara, Storage , Daniel, Kaminski, Gwenael, Pinto, Isabel, Steffens , Niklas, Ruiz-Dodobara, Fernando, Babinčák, Peter, Uittenhove, Kim, Lamm , Claus, Körner , Anita, Badidi, Touhami, Mccarthy , Randy, Forscher , Patrick, Wilson , John, Barba-Sanchez, Alan, Freeman , Jonathan, Chandel , Priyanka, Pati, Atanu, Hsu, Tsuyueh, Azouaghe , Soufian, Singh , Margaret, Schei, Vidar, Zakharov, Ilya, Kujur, Pratibha, Vaughn , Leigh, Jiang, Zhongqing, Liu , Qing-Lan, Golik, Karolina, Kung , Chun-Chia, Hu , Chuan-Peng, Oh , Dongwon, Batres , Carlota, De La Rosa Gomez , Anabel, Seehuus , Martin, Wu, Qi, Arnal , Jack, Musser , Erica, Parganiha , Arti, Artner , Richard, Pande , Babita, Papadatou-Pastou , Marietta, Solas , Sara, Belhaj, Abdelkarim, Stieger , Stefan, Xie , Sally, Cook , Corey, Stephen, Ian, Parveen, Noorshama, Andreychik , Michael, Vanpaemel , Wolf, Sverdrup, Therese, Elouafa, Jamal, Chopik , William, Schmid , Irina, González-Santoyo , Isaac, Legate , Nicole, Baskin, Ernest, Philipp , Michael, Kruse , Elliott, Barzykowski , Krystian, Pradhan, Sraddha, Hehman , Eric, Levitan , Carmel, Lu , Jackson, Kačmár , Pavol, Bavolar , Jozef, Marcu , Gabriela, Mues, Chiel, Bonick, Judson, Lindemans, Jan, Beaudry , Jennifer, Lee , Ai-Suan, Suchow , Jordan, Christopherson , Cody, Schmidt , Kathleen, Thirkettle , Martin, Olofsson , Jonas, Aczel , Balazs, Karaaslan, Aslan, Szecsi , Peter, Hajdu , Nandor, Sánchez , Oscar, Ashworth, Logan, Evans , Thomas, Stolier , Ryan, Taephant, Nattasuda, Vásquez-Amézquita , Milena, Leongómez , Juan, Chevallier , Coralie, Jarukasemthawee, Somboon, Manley , Harry, Kapucu , Aycan, Valderrama, Eugenio, Ariyabuddhiphongs, Kris, Suavansri, Panita, Włodarczyk , Anna, Simchon , Almog, Vadillo , Miguel, Cubillas , Carmelo, Gilead , Michael, Saribay , Selahattin, Bloxsom , Nicholas, Lewis , Savannah, Qi , Yue, Owsley, Nicholas, Calvillo , Dustin, Antfolk , Jan, Lin, Wen-Jing, Willis, Megan, Foroni, Francesco, Ndukaihe , Izuchukwu, Arinze , Nwadiogo, Liuzza , Marco, Varella, M, Tamnes, Christian, Lima, Tiago, Sarda, Elisa, Danvers, Alexander, Crawford, Matthew, Colloff, Melissa, Coles, Nicholas, Christopherson, Cody, Calvillo, Dustin, Brandt, Mark, Arnal, Jack, Flake , Jessica, Debruine, Lisa, Jones, Benedict, Debruine , Lisa, Jones , Benedict, Centre de Recherches sur la Cognition et l'Apprentissage (CeRCA), Université de Poitiers-Université de Tours (UT)-Centre National de la Recherche Scientifique (CNRS), Faculdade de Psicologia e de Ciências da Educação, Organizational Psychology, Ege Üniversitesi, Department of Social Psychology, Leongómez, Juan David [0000-0002-0092-6298], and Centre National de la Recherche Scientifique (CNRS)-Université de Tours-Université de Poitiers

Subjects
Male, social judgments, Emotions, EXPLORATORY FACTOR-ANALYSIS, Social Sciences, 050109 social psychology, FACES, PREFERENCES, 1ST IMPRESSIONS, FIRST IMPRESSIONS, FACES COMPONENTS, ATTRIBUTIONS, INFERENCES, COMPETENCE, NUMBER, Behavioral Neuroscience, 0302 clinical medicine, regional variations, Psychology, 10. No inequality, bepress|Social and Behavioral Sciences|Psychology, 0303 health sciences, Psychology, Biological, Social perception, Psychology, Experimental, 4. Education, 05 social sciences, 1. No poverty, social perception, SDG 10 - Reduced Inequalities, Wirtschaftswissenschaften, 16. Peace & justice, Exploratory factor analysis, Facial Expression, Multidisciplinary Sciences, C880 Social Psychology, VDP::Samfunnsvitenskap: 200::Psykologi: 260, [SCCO.PSYC]Cognitive science/Psychology, Experimentación humana, Science & Technology - Other Topics, Life Sciences & Biomedicine, Cognitive psychology, Adult, Cross-Cultural Comparison, Estudio clínico, Social Psychology, Adolescent, Dominance model, VDP::Social science: 200::Psychology: 260, BF, Experimental and Cognitive Psychology, Models, Psychological, dominance, 050105 experimental psychology, 03 medical and health sciences, Judgment, Young Adult, Humans, regions, 0501 psychology and cognitive sciences, Valence (psychology), generalizability, 030304 developmental biology, Facial expression, Science & Technology, Dimensionality reduction, COMPONENTS, Neurosciences, PsyArXiv|Social and Behavioral Sciences|Cultural Psychology, C830 Experimental Psychology, Reducción de dimensionalidad multifactorial, Cross-cultural studies, PsyArXiv|Social and Behavioral Sciences, [No Keyword], PsyArXiv|Social and Behavioral Sciences|Psychology, other, bepress|Social and Behavioral Sciences, extraction, Neurosciences & Neurology, Attribution, 030217 neurology & neurosurgery
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., Vienna Science and Technology Fund [WWTF VRG13-007]; ERCEuropean Research Council (ERC)European Commission [647910]; CONICET, ArgentinaConsejo Nacional de Investigaciones Cientificas y Tecnicas (CONICET); European Social Fund (Comprehensive Development for Implementing Smart Specialization Strategies at the University of Pecs) [EFOP-3.6.1.-16-2016-00004]; Swiss National Science FoundationSwiss National Science Foundation (SNSF)European Commission [PZ00P1_154911]; Social Sciences and Humanities Research Council of Canada (SSHRC)Social Sciences and Humanities Research Council of Canada (SSHRC)CGIAR; Comunidad de MadridComunidad de Madrid [2016-T1/SOC-1395]; AEI/FEDER UE [PSI2017-85159-P]; National Science Centre, PolandNational Science Centre, Poland [2015/19/D/HS6/00641]; Joep Lange Institute; Slovak Research and Development AgencySlovak Research and Development Agency [APVV-17-0418]; French National Research Agency 'Investissements d'Avenir' programme grantFrench National Research Agency (ANR) [ANR-15-IDEX-02]; Australian Government Research Training Program ScholarshipAustralian GovernmentDepartment of Industry, Innovation and Science; University Grants Commission, New Delhi, IndiaUniversity Grants Commission, India; Department of Psychology, University of Gothenburg; Beijing Natural Science FoundationBeijing Natural Science Foundation [5184035]; CAS Key Laboratory of Behavioral Science, Institute of Psychology; National Science Foundation Graduate Research FellowshipNational Science Foundation (NSF) [R010138018], 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 A. 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 Pecs'). 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 Graecia 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. Ates, E. Gunes and S. Can Ozdemir (Bogazici University); I. Pedersen and T. Roos (Abo Akademi University); N. Paetz (Escuela de Comunicacion Monica 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.

Published
2021
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3. Social perception of faces around the world: How well does the valence-dominance model generalize across world regions? (Registered Report Stage 1)

Author

Jones, Benedict, DeBruine, Lisa, Flake, Jessica, Aczel, Balazs, Adamkovic, Matus, Alaei, Ravin, Alper, Sinan, Andreychik, Michael, Ansari, Daniel, Arnal, Jack, Babinčák, Peter, Baník, Gabriel, Barzykowski, Krystian, Baskin, Ernest, Batres, Carlota, Blake, Khandis, Lucia, Martha, Brandt, Mark, DI Burin, Cai, Sun, Calvillo, Dustin, Chandel, Priyanka, Chatard, Armand, Chen, Sau-Chin, Chevallier, Coralie, Chopik, William, Christopherson, Cody, Coetzee, Vinet, Coles, Nicholas, Colloff, Melissa, Cook, Corey, Crawford, Matthew, Danvers, Alexander, Dixson, Barnaby, Dranseika, Vilius, Dunham, Yarrow, Evans, Thomas, Fernandez, Ana, Flowe, Heather, Forscher, Patrick, Gardiner, Gwendolyn, Gilboa-Schechtman, Eva, gilead, michael, Gill, Tripat, González-Santoyo, Isaac, Hahn, Amanda, Hehman, Eric, Hu, Chuan-Peng, IJzerman, Hans, Inzlicht, Michael, Irrazabal, Natalia, Jaeger, Bastian, Jang, Chaning, Janssen, Steve, Jiang, Zhongqing, Kačmár, Pavol, Kaminski, Gwenael, Kapucu, Aycan, Koehn, Monica, Kovic, Vanja, Kujur, Pratibha, Kung, Chun-Chia, Lee, Ai-Suan, Legate, Nicole, Leongómez, Juan David, Levitan, Carmel, Lin, Hause, Lins, Samuel, Liu, Qinglan, Liuzza, Marco Tullio, Lutz, Johannes, Manley, Harry, Marshall, Tara, McCarthy, Randy, Michalak, Nicholas, Miller, Jeremy, Monajem, Arash, Muñoz-reyes, JA, Musser, Erica, Neyroud, Lison, Nielsen, Tonje, Okan, Ceylan, Olsen, Jerome, Özdoğru, Asil, Pande, Babita, Parganiha, Arti, Parveen, Noorshama, Pfuhl, Gerit, Philipp, Michael, Pinto, Isabel, Polo, Pablo, Pradhan, Sraddha, Protzko, John, Qi, Yue, Ren, Dongning, Ropovik, Ivan, Rule, Nicholas, Sánchez, Oscar, Saribay, Selahattin, Saunders, Blair, Schei, Vidar, Schmidt, Kathleen, Seehuus, Martin, Sharifian, MohammadHasan, Shiramizu, Victor Kenji, Simchon, Almog, Singh, Margaret, Sirota, Miroslav, Sloane, Guyan, Solas, Sara, Lima, Tiago, Stephen, Ian, Stieger, Stefan, Storage, Daniel, Sverdrup, Therese, Szecsi, Peter, Tamnes, Christian, Tan, Chrystalle, Thirkettle, Martin, Tiantian, Dong, Turiegano, Enrique, Uittenhove, Kim, Urry, Heather, Valderrama, Eugenio, Valentova, Jaroslava, Van der Linden, Nicolas, vanpaemel, wolf, Varella, M, Vásquez-Amézquita, Milena, Vaughn, Leigh Ann, Vergauwe, Evie, Vianello, Michelangelo, Wei, Tan, White, David, Wilson, John, Włodarczyk, Anna, Wu, Qi, Yan, Wen-Jing, Yang, Xin, Zakharov, Ilya, Zickfeld, Janis, and Chartier, Christopher

Subjects
FOS: Psychology, Psychology, Social and Behavioral Sciences
Abstract

Over the last ten years, Oosterhof and Todorov’s (2008) valence-dominance model of social judgments of faces has emerged as the most prominent account of how we evaluate faces on social dimensions. In this model, two dimensions (valence and dominance) underpin social judgments of faces. How well this model generalizes across world regions is a critical, yet unanswered, question. We will address this question by replicating Oosterhof and Todorov’s (2008) methodology across all world regions (Africa, Asia, Central America and Mexico, Eastern Europe, Middle East, USA and Canada, Australia and New Zealand, Scandinavia, South America, UK, Western Europe, total N ≥ 9525) and using a diverse set of face stimuli. If we uncover systematic regional differences in social judgments, this will fundamentally change how social perception research is done and interpreted. If we find consistency across regions, this will ground future theory in an appropriately powered empirical test of an underlying assumption.

Published
2018
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4. The role of language and culture in face and scene processing and description strategies

Author

Lee, Ai-Suan

Abstract

Face perception is important in a variety of human social interactions, allowing us to keep track of individuals’ identities, recognise emotional expressions and intentions and make judgements about variables such as age, ethnicity and health. While early research assumed that face recognition strategies were universal, more recent studies have shown that East Asian and White Caucasian observers use different looking strategies to recognise faces, with East Asian participants focusing more on the centre of the face, which has been interpreted as representing a configural processing strategy, while White Caucasian observers fixate more on the eyes and mouth, which has been interpreted as representing a more featural processing strategy. Debate continues over the reasons behind this difference, with some researchers arguing that it represents an extension of more holistic cognition in the more collectivist East Asian cultures, and more analytic cognition in individualist Western cultures. The Sapir-Whorf hypothesis suggests that cognition is bound by language, and there have been studies showing changes in response patterns in tasks conducted by bilingual participants in their different languages. Others argue that these differences in face processing are driven instead by different salient diagnostic features of faces of different ethnicity. In this thesis, I present the results of five studies examining the role of culture and facial appearance in determining the looking strategy of East Asian and White Caucasian observers. \ud \ud In Chapter 2, we attempted to use a Navon task to prime featural or configural processing in Malaysian Chinese observers engaged in a face recognition and description task of East Asian and White Caucasian faces. While the Navon task failed to elicit a change in either looking or description strategy, it was noted that the features fixated on most were not the features described most frequently. Further, the race of the face impacted on the looking strategy used to recognise faces, with participants fixating more on Caucasian hair than Asian hair, suggesting that the different diagnostic features may drive differences in looking strategies. It was also casually observed that observers with stronger Asian accents made more configural descriptions. \ud \ud In Chapter 3, I investigate the strategies used by Malaysian Chinese and White Caucasian observers when recognising and describing East Asian and White Caucasian faces. A linguistic/cultural priming paradigm was used in an attempt to induce featural or configural processing in observers. In Study 1, the East Asian observers’ eye movements were impacted by the race of the faces, making more fixations on Caucasian hair and eyes than on Asian hair and eyes. Again, patterns of looking and description were very different. Also, the description patterns differed by language, with participants making more descriptions of hair when speaking English and more descriptions of noses when speaking Chinese, suggesting that descriptions may be constrained by language. In Study 2, White Austrian Caucasian observers again showed very different description and fixation patterns. Observers again showed different fixation patterns for Asian and Caucasian faces, fixating more on Caucasian hair than Asian hair, suggesting that fixation pattern may be driven by the diagnostic features of the faces. Observers made more descriptions in German than in English, but did not show a difference in the pattern of describing different facial features depending on either the language spoken or the race of face, suggesting that the more similar German and English languages have similar constraints. \ud \ud Asian observers have been previously shown to direct more attention to contextual information in images of scenes than Caucasian observers, possibly due to a more holistic/configural cognitive style. Since it is known that faces are processed in a different way to other stimuli, in Chapter 4, I report the results of two studies investigating the impact of linguistic/cultural priming on participants’ eye movements and descriptions when describing street scenes. The Malaysian Chinese participants made more fixations on, and descriptions of, nonfocal than focal objects in Asian street scenes and when speaking Chinese, but not when describing European scenes in English. The White Austrian Caucasian observers did not show any difference in fixation or description patterns depending on linguistic condition, other than making more descriptions overall in German than in English. This suggests that, in a non-face description task, linguistic/cultural priming was successful in eliciting cultural “frame shifting” in Malaysian Chinese participants speaking English and Chinese, but not in Austrian Caucasian participants speaking the culturally more similar English and German.\ud \ud We conclude that culture/language does impact on description patterns in face and scene stimuli, possibly reflecting the constraints of different languages. Further, an impact of linguistic/cultural priming was found on fixation patterns in street scene stimuli. However, in face perception tasks, race of face, but not cultural/linguistic condition, impacted on fixation patterns. We conclude that, while language and culture may have an impact on cognition, and place constraints on descriptions, the diagnostic features of faces appear to primarily determine the fixation patterns on face stimuli.

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