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3 results on '"Bogatyreva, Natalia"'

1. From State Framing to National Blaming: Unveiling the Role of Attitudes’ Strength and Ambiguity in the Effectiveness of Authoritarian Propaganda

Author

Bogatyreva, Natalia and Tarasenko, Georgy Konstantinovich

Subjects
autocracy, framing, Social Psychology, Political Science, FOS: Political science, Communication, ambivalence, Social and Behavioral Sciences, Social Influence and Political Communication, propaganda, Russia, FOS: Psychology, attitides, public opinion, Comparative Politics, Psychology, survey experiment, LGBTQ+
Abstract

In this research endeavor, we delve into the prevailing public sentiment concerning a recent Russian law project that has raised substantial concern due to its severe restrictions on transgender people’s rights. This legislation was introduced towards the end of May 2023. Our primary objective is to investigate the various factors that influence the level of support for this law among Russian citizens. Specifically, we aim to understand the drivers behind the success of Russian propaganda in endorsing and promoting this law, consequently fostering transphobia at a state level. We postulate that two critical aspects of attitudes, namely their strength, and ambivalence, play a pivotal role in shaping public opinion regarding the legislation. To test our hypothesis, we plan to conduct a comprehensive survey experiment during the period between the law’s acceptance by the lower chamber of the Russian parliament and its pending consideration in the upper chamber, as well as awaiting the president’s signature.

Published
2023
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2. A multi-country test of brief reappraisal interventions on emotions during the COVID-19 pandemic

Author

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
Full Text
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3. Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning

Author

Tomislav Pavlović, Flavio Azevedo, Koustav De, Julián C Riaño-Moreno, Marina Maglić, Theofilos Gkinopoulos, Patricio Andreas Donnelly-Kehoe, César Payán-Gómez, Guanxiong Huang, Jaroslaw Kantorowicz, Michèle D Birtel, Philipp Schönegger, Valerio Capraro, Hernando Santamaría-García, Meltem Yucel, Agustin Ibanez, Steve Rathje, Erik Wetter, Dragan Stanojević, Jan-Willem van Prooijen, Eugenia Hesse, Christian T Elbaek, Renata Franc, Zoran Pavlović, Panagiotis Mitkidis, Aleksandra Cichocka, Michele Gelfand, Mark Alfano, Robert M Ross, Hallgeir Sjåstad, John B Nezlek, Aleksandra Cislak, Patricia Lockwood, Koen Abts, Elena Agadullina, David M Amodio, Matthew A J Apps, John Jamir Benzon Aruta, Sahba Besharati, Alexander Bor, Becky Choma, William Cunningham, Waqas Ejaz, Harry Farmer, Andrej Findor, Biljana Gjoneska, Estrella Gualda, Toan L D Huynh, Mostak Ahamed Imran, Jacob Israelashvili, Elena Kantorowicz-Reznichenko, André Krouwel, Yordan Kutiyski, Michael Laakasuo, Claus Lamm, Jonathan Levy, Caroline Leygue, Ming-Jen Lin, Mohammad Sabbir Mansoor, Antoine Marie, Lewend Mayiwar, Honorata Mazepus, Cillian McHugh, Andreas Olsson, Tobias Otterbring, Dominic Packer, Jussi Palomäki, Anat Perry, Michael Bang Petersen, Arathy Puthillam, Tobias Rothmund, Petra C Schmid, David Stadelmann, Augustin Stoica, Drozdstoy Stoyanov, Kristina Stoyanova, Shruti Tewari, Bojan Todosijević, Benno Torgler, Manos Tsakiris, Hans H Tung, Radu Gabriel Umbreș, Edmunds Vanags, Madalina Vlasceanu, Andrew J Vonasch, Yucheng Zhang, Mohcine Abad, Eli Adler, Hamza Alaoui Mdarhri, Benedict Antazo, F Ceren Ay, Mouhamadou El Hady Ba, Sergio Barbosa, Brock Bastian, Anton Berg, Michał Białek, Ennio Bilancini, Natalia Bogatyreva, Leonardo Boncinelli, Jonathan E Booth, Sylvie Borau, Ondrej Buchel, Chrissie Ferreira de Carvalho, Tatiana Celadin, Chiara Cerami, Hom Nath Chalise, Xiaojun Cheng, Luca Cian, Kate Cockcroft, Jane Conway, Mateo A Córdoba-Delgado, Chiara Crespi, Marie Crouzevialle, Jo Cutler, Marzena Cypryańska, Justyna Dabrowska, Victoria H Davis, John Paul Minda, Pamala N Dayley, Sylvain Delouvée, Ognjan Denkovski, Guillaume Dezecache, Nathan A Dhaliwal, Alelie Diato, Roberto Di Paolo, Uwe Dulleck, Jānis Ekmanis, Tom W Etienne, Hapsa Hossain Farhana, Fahima Farkhari, Kristijan Fidanovski, Terry Flew, Shona Fraser, Raymond Boadi Frempong, Jonathan Fugelsang, Jessica Gale, E Begoña García-Navarro, Prasad Garladinne, Kurt Gray, Siobhán M Griffin, Bjarki Gronfeldt, June Gruber, Eran Halperin, Volo Herzon, Matej Hruška, Matthias F C Hudecek, Ozan Isler, Simon Jangard, Frederik Jørgensen, Oleksandra Keudel, Lina Koppel, Mika Koverola, Anton Kunnari, Josh Leota, Eva Lermer, Chunyun Li, Chiara Longoni, Darragh McCashin, Igor Mikloušić, Juliana Molina-Paredes, César Monroy-Fonseca, Elena Morales-Marente, David Moreau, Rafał Muda, Annalisa Myer, Kyle Nash, Jonas P Nitschke, Matthew S Nurse, Victoria Oldemburgo de Mello, M Soledad Palacios-Galvez, Yafeng Pan, Zsófia Papp, Philip Pärnamets, Mariola Paruzel-Czachura, Silva Perander, Michael Pitman, Ali Raza, Gabriel Gaudencio Rêgo, Claire Robertson, Iván Rodríguez-Pascual, Teemu Saikkonen, Octavio Salvador-Ginez, Waldir M Sampaio, Gaia Chiara Santi, David Schultner, Enid Schutte, Andy Scott, Ahmed Skali, Anna Stefaniak, Anni Sternisko, Brent Strickland, Jeffrey P Thomas, Gustav Tinghög, Iris J Traast, Raffaele Tucciarelli, Michael Tyrala, Nick D Ungson, Mete Sefa Uysal, Dirk Van Rooy, Daniel Västfjäll, Joana B Vieira, Christian von Sikorski, Alexander C Walker, Jennifer Watermeyer, Robin Willardt, Michael J A Wohl, Adrian Dominik Wójcik, Kaidi Wu, Yuki Yamada, Onurcan Yilmaz, Kumar Yogeeswaran, Carolin-Theresa Ziemer, Rolf A Zwaan, Paulo Sergio Boggio, Ashley Whillans, Paul A M Van Lange, Rajib Prasad, Michal Onderco, Cathal O'Madagain, Tarik Nesh-Nash, Oscar Moreda Laguna, Emily Kubin, Mert Gümren, Ali Fenwick, Arhan S Ertan, Michael J Bernstein, Hanane Amara, Jay Joseph Van Bavel, Brain and Cognition, Public Administration, Pavlovic, Tomislav, Avezedo, Flávio, De, Koustav, Maglić, Marina, Donnelly-Kehoe, Patricio Andreas, Payán-Gómez, César, Van Bavel, Jay J., Schmid, Petra Claudia, Crouzevialle, Marie, Willardt, Robin, et al., Ivo Pilar Institute of Social Sciences, University of Cambridge [UK] (CAM), University of Kentucky (UK), Universidad El Bosque [Bogota], University of Crete [Heraklion] (UOC), Universidad del Rosario [Bogota], Universidad Nacional de Colombia [Bogotà] (UNAL), City University of Hong Kong [Hong Kong] (CUHK), Universiteit Leiden, University of Greenwich, University of St Andrews [Scotland], Middlesex University [London], Pontifical Xavierian University, Duke University [Durham], Universidad Adolfo Ibáñez [Santiago], University of California (UC), Trinity College Dublin, Stockholm School of Economics (SSE), University of Belgrade [Belgrade], Vrije Universiteit Amsterdam [Amsterdam] (VU), Universidad Mayor de San Andrés (UMSA), Aarhus University [Aarhus], University of Kent [Canterbury], Stanford University, Macquarie University, Norwegian School of Economics and Business Administration, SWPS University of Social Sciences and Humanities (SWPS), University of Birmingham [Birmingham], University of Oxford, Catholic University of Leuven - Katholieke Universiteit Leuven (KU Leuven), Vysšaja škola èkonomiki = National Research University Higher School of Economics [Moscow] (HSE), University of Amsterdam [Amsterdam] (UvA), Sunway University [Malaysia], University of the Witwatersrand [Johannesburg] (WITS), University of Toronto, National University of Sciences and Technology [Islamabad] (NUST), Comenius University in Bratislava, Macedonian Academy of Sciences and Arts [Skopje, North Macedonia] (MASA), Universidad de Huelva, University of Southampton, BRAC University, The Hebrew University of Jerusalem (HUJ), Erasmus University Rotterdam, Kieskompas, Helsingin yliopisto = Helsingfors universitet = University of Helsinki, University of Vienna [Vienna], Reichman University [Herzliya], Aalto University, Universidad Nacional Autónoma de México = National Autonomous University of Mexico (UNAM), National Taiwan University [Taiwan] (NTU), HEMS School, BI Norwegian Business School [Oslo], University of Limerick (UL), Karolinska Institutet [Stockholm], University of Agder (UIA), Lehigh University [Bethlehem], Monk Prayogshala, Friedrich-Schiller-Universität = Friedrich Schiller University Jena [Jena, Germany], Eidgenössische Technische Hochschule Zürich - Swiss Federal Institute of Technology in Zürich (ETH Zurïch), University of Bayreuth, National School of Political and Administrative Studies (SNSPA), Plovdiv University 'Paisii Hilendarski', Indian Institute of Management Indore (IMM Indore), Institute of Social Sciences Belgrade, Queensland University of Technology [Brisbane] (QUT), Royal Holloway [University of London] (RHUL), University of London [London], National University of Political Studies and Public Administration, University of Latvia (LU), New York University [New York] (NYU), NYU System (NYU), University of Canterbury [Christchurch], Hebei University of Technology [Tianjin], Université Mohammed VI Polytechnique [Ben Guerir] (UM6P), AnsuR Technologies [Fornebu], Université Cheikh Anta Diop [Dakar, Sénégal] (UCAD), Victoria University [Melbourne], University of Wrocław [Poland] (UWr), IMT Institute for Advanced Studies [Lucca], Université de Florence, Università degli Studi di Firenze = University of Florence (UniFI), London School of Economics and Political Science (LSE), TBS Education, Slovak Academy of Science [Bratislava] (SAS), Santa Catarina State University (UDESC), University of Bologna/Università di Bologna, Tribhuvan University, Shenzhen Univerisity [Shenzhen], University of Virginia, Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT), University of Western Ontario (UWO), Université de Rennes 2 (UR2), Laboratoire de Psychologie Sociale et Cognitive (LAPSCO), Centre National de la Recherche Scientifique (CNRS)-Université Clermont Auvergne (UCA), University of British Columbia (UBC), University of Queensland [Brisbane], Pennsylvania State University (Penn State), Penn State System, Westfälische Wilhelms-Universität Münster = University of Münster (WWU), The University of Sydney, University of Waterloo [Waterloo], University of North Carolina [Chapel Hill] (UNC), University of North Carolina System (UNC), University of Colorado [Boulder], University of Regensburg, Kyiv School of economic (KSE), Linköping University (LIU), Monash University [Clayton], Ansbach University of Applied Sciences, Ludwig Maximilian University [Munich] (LMU), Department of Management - London School of Economics and Political Science (LSE), Questrom School of Business, Boston University [Boston] (BU), Dublin City University [Dublin] (DCU), University of Auckland [Auckland], Maria Curie-Sklodowska University (UMCS), City University of New York [New York] (CUNY), University of Alberta, Australian National University (ANU), University of Silesia in Katowice, Universidad Complutense de Madrid = Complutense University of Madrid [Madrid] (UCM), Zhejiang University, Mackenzie Presbyterian University [São Paulo] (UPM), NYU Department of Psychology [New-York University], NYU System (NYU)-NYU System (NYU), University of Turku, City College of New York [CUNY] (CCNY), University of Groningen [Groningen], Carleton University, Département d'Etudes Cognitives - ENS Paris (DEC), École normale supérieure - Paris (ENS-PSL), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL), Faculté de Gouvernance, Sciences Économiques et Sociales [UM6P] (FGSES), University College of London [London] (UCL), Susquehanna University, University of Antwerp (UA), University of Exeter, University of Koblenz-Landau, Nicolaus Copernicus University [Toruń], University of California [San Diego] (UC San Diego), Kyushu University, Kadir Has University (KHAS), Harvard Business School, Harvard University, Vidyasagar College For Women, Koç University, Hult International Business School, Boǧaziçi üniversitesi = Boğaziçi University [Istanbul], Penn State Abington, Pennsylvania Commonwealth System of Higher Education (PCSHE)-Penn State System, Communication Science, Network Institute, Communication Choices, Content and Consequences (CCCC), Social Psychology, IBBA, A-LAB, University of St Andrews. Philosophy, University of St Andrews. School of Psychology and Neuroscience, Pavlović, Tomislav [0000-0002-4470-3715], Azevedo, Flavio [0000-0001-9000-8513], De, Koustav [0000-0001-9562-0672], Riaño-Moreno, Julián C [0000-0003-4182-0550], Maglić, Marina [0000-0002-6851-4601], Gkinopoulos, Theofilos [0000-0003-1070-6245], Donnelly-Kehoe, Patricio Andreas [0000-0002-3738-9537], Payán-Gómez, César [0000-0002-0633-1332], Huang, Guanxiong [0000-0002-8588-1454], Kantorowicz, Jaroslaw [0000-0002-1186-5427], Birtel, Michèle D [0000-0002-2383-9197], Schönegger, Philipp [0000-0001-9930-487X], Capraro, Valerio [0000-0002-0579-0166], Santamaría-García, Hernando [0000-0001-9422-3579], Yucel, Meltem [0000-0002-7274-5971], Ibanez, Agustin [0000-0001-6758-5101], Rathje, Steve [0000-0001-6727-571X], Wetter, Erik [0000-0002-5821-6651], Stanojević, Dragan [0000-0002-3667-2461], van Prooijen, Jan-Willem [0000-0001-6236-0819], Hesse, Eugenia [0000-0002-9077-9833], Elbaek, Christian T [0000-0002-7039-4565], Franc, Renata [0000-0002-1909-2393], Pavlović, Zoran [0000-0002-9231-5100], Mitkidis, Panagiotis [0000-0002-9495-7369], Cichocka, Aleksandra [0000-0003-1703-1586], Alfano, Mark [0000-0001-5879-8033], Ross, Robert M [0000-0001-8711-1675], Sjåstad, Hallgeir [0000-0002-8730-1038], Nezlek, John B [0000-0003-4963-3637], Cislak, Aleksandra [0000-0002-9880-6947], Lockwood, Patricia [0000-0001-7195-9559], Abts, Koen [0000-0001-8546-8347], Agadullina, Elena [0000-0002-1505-1412], Amodio, David M [0000-0001-7746-0150], Apps, Matthew AJ [0000-0001-5793-2202], Aruta, John Jamir Benzon [0000-0003-4155-1063], Besharati, Sahba [0000-0003-2836-7982], Bor, Alexander [0000-0002-2624-9221], Choma, Becky [0000-0002-8286-8983], Ejaz, Waqas [0000-0002-2492-4115], Farmer, Harry [0000-0002-3684-0605], Findor, Andrej [0000-0002-5896-6989], Gjoneska, Biljana [0000-0003-1200-6672], Gualda, Estrella [0000-0003-0220-2135], Huynh, Toan LD [0000-0002-6653-7447], Imran, Mostak Ahamed [0000-0002-5101-3149], Israelashvili, Jacob [0000-0003-1289-223X], Kantorowicz-Reznichenko, Elena [0000-0001-8128-7290], Krouwel, André [0000-0003-0952-6028], Kutiyski, Yordan [0000-0003-0889-4232], Laakasuo, Michael [0000-0003-2826-6073], Lamm, Claus [0000-0002-5422-0653], Levy, Jonathan [0000-0003-1007-2393], Leygue, Caroline [0000-0002-0355-1030], Lin, Ming-Jen [0000-0002-7174-2226], Mansoor, Mohammad Sabbir [0000-0002-6541-3506], Marie, Antoine [0000-0002-7958-0153], Mayiwar, Lewend [0000-0003-1404-4779], Mazepus, Honorata [0000-0002-5005-9399], McHugh, Cillian [0000-0002-9701-3232], Olsson, Andreas [0000-0001-5272-7744], Otterbring, Tobias [0000-0002-0283-8777], Packer, Dominic [0000-0001-8420-6548], Palomäki, Jussi [0000-0001-6063-0926], Perry, Anat [0000-0003-2329-856X], Petersen, Michael Bang [0000-0002-6782-5635], Puthillam, Arathy [0000-0003-2426-8362], Rothmund, Tobias [0000-0003-2979-5129], Schmid, Petra C [0000-0002-9990-5445], Stadelmann, David [0000-0002-1211-9936], Stoica, Augustin [0000-0003-0585-1114], Stoyanov, Drozdstoy [0000-0002-9975-3680], Stoyanova, Kristina [0000-0001-8362-6444], Tewari, Shruti [0000-0003-1903-7252], Todosijević, Bojan [0000-0002-6116-993X], Torgler, Benno [0000-0002-9809-963X], Tsakiris, Manos [0000-0001-7753-7576], Tung, Hans H [0000-0001-5332-7582], Umbreș, Radu Gabriel [0000-0002-6121-4518], Vanags, Edmunds [0000-0003-1932-936X], Vlasceanu, Madalina [0000-0003-2138-1968], Vonasch, Andrew J [0000-0002-2784-5420], Zhang, Yucheng [0000-0001-9435-6734], Abad, Mohcine [0000-0002-4964-5411], Adler, Eli [0000-0002-9005-5536], Mdarhri, Hamza Alaoui [0000-0001-9831-6561], Antazo, Benedict [0000-0001-9993-8960], Ay, F Ceren [0000-0003-4444-2268], Ba, Mouhamadou El Hady [0000-0002-2707-1242], Barbosa, Sergio [0000-0003-1989-158X], Bastian, Brock [0000-0003-4619-3322], Berg, Anton [0000-0001-7143-762X], Białek, Michał [0000-0002-5062-5733], Bilancini, Ennio [0000-0002-2027-3992], Bogatyreva, Natalia [0000-0002-6024-2322], Boncinelli, Leonardo [0000-0003-0626-5133], Booth, Jonathan E [0000-0002-8563-4613], Borau, Sylvie [0000-0003-1564-0695], Buchel, Ondrej [0000-0002-0139-5513], de Carvalho, Chrissie Ferreira [0000-0002-1369-6188], Celadin, Tatiana [0000-0002-7743-3117], Cerami, Chiara [0000-0003-1974-3421], Chalise, Hom Nath [0000-0002-9301-6890], Cian, Luca [0000-0002-8051-1366], Cockcroft, Kate [0000-0002-6166-8050], Conway, Jane [0000-0003-3883-349X], Córdoba-Delgado, Mateo A [0000-0002-2264-7388], Crespi, Chiara [0000-0002-7851-9887], Crouzevialle, Marie [0000-0002-5538-6030], Cutler, Jo [0000-0003-1073-764X], Cypryańska, Marzena [0000-0001-9234-562X], Dabrowska, Justyna [0000-0002-8821-7161], Davis, Victoria H [0000-0002-7207-4629], Minda, John Paul [0000-0002-4081-010X], Dayley, Pamala N [0000-0001-8955-9502], Delouvée, Sylvain [0000-0002-4029-597X], Denkovski, Ognjan [0000-0002-9739-4100], Dezecache, Guillaume [0000-0002-9366-6287], Dhaliwal, Nathan A [0000-0002-4667-0689], Di Paolo, Roberto [0000-0002-6081-6656], Dulleck, Uwe [0000-0002-0953-5963], Ekmanis, Jānis [0000-0003-1781-1785], Etienne, Tom W [0000-0002-4299-6593], Farkhari, Fahima [0000-0002-8484-5128], Fidanovski, Kristijan [0000-0002-9006-0140], Flew, Terry [0000-0003-4485-9338], Fraser, Shona [0000-0003-1505-0652], Frempong, Raymond Boadi [0000-0002-4603-5570], Fugelsang, Jonathan [0000-0002-6342-7023], Gale, Jessica [0000-0001-5677-8629], García-Navarro, E Begoña [0000-0001-6913-8882], Gray, Kurt [0000-0001-5816-2676], Griffin, Siobhán M [0000-0002-3613-2844], Gronfeldt, Bjarki [0000-0001-9941-7903], Gruber, June [0000-0002-7789-1353], Halperin, Eran [0000-0002-3379-2935], Herzon, Volo [0000-0001-7781-1651], Hruška, Matej [0000-0002-4521-3697], Hudecek, Matthias FC [0000-0002-7696-766X], Isler, Ozan [0000-0002-4638-2230], Jangard, Simon [0000-0002-7876-4161], Jørgensen, Frederik [0000-0002-5461-912X], Keudel, Oleksandra [0000-0001-6322-3103], Koppel, Lina [0000-0002-6302-0047], Koverola, Mika [0000-0001-8227-6120], Kunnari, Anton [0000-0002-2951-6399], Leota, Josh [0000-0002-7714-4630], Lermer, Eva [0000-0002-6600-9580], Li, Chunyun [0000-0001-5909-0889], Longoni, Chiara [0000-0002-4945-4957], McCashin, Darragh [0000-0003-2686-2111], Mikloušić, Igor [0000-0002-6539-2901], Monroy-Fonseca, César [0000-0003-4696-8159], Morales-Marente, Elena [0000-0002-1227-9606], Moreau, David [0000-0002-1957-1941], Muda, Rafał [0000-0003-4953-6642], Myer, Annalisa [0000-0002-2363-4757], Nash, Kyle [0000-0003-0461-3835], Nitschke, Jonas P [0000-0002-3244-8585], Nurse, Matthew S [0000-0003-1787-5914], de Mello, Victoria Oldemburgo [0000-0003-2867-8529], Palacios-Galvez, Maria Soledad [0000-0002-6802-6202], Pan, Yafeng [0000-0002-5633-8313], Papp, Zsófia [0000-0001-6257-0568], Pärnamets, Philip [0000-0001-8360-9097], Paruzel-Czachura, Mariola [0000-0002-8716-9778], Perander, Silva [0000-0001-6711-8079], Pitman, Michael [0000-0001-5532-5388], Raza, Ali [0000-0002-2438-6054], Rêgo, Gabriel Gaudencio [0000-0003-3304-4723], Robertson, Claire [0000-0001-8403-6358], Rodríguez-Pascual, Iván [0000-0002-5385-3643], Saikkonen, Teemu [0000-0001-9619-3270], Salvador-Ginez, Octavio [0000-0002-1652-8788], Sampaio, Waldir M [0000-0002-6066-4314], Santi, Gaia Chiara [0000-0002-9253-6122], Schultner, David [0000-0003-2253-4065], Schutte, Enid [0000-0002-6653-5409], Scott, Andy [0000-0002-3294-0078], Skali, Ahmed [0000-0002-4753-3280], Stefaniak, Anna [0000-0002-1706-7784], Sternisko, Anni [0000-0002-2507-3076], Strickland, Brent [0000-0002-7573-3722], Thomas, Jeffrey P [0000-0002-5939-5559], Tinghög, Gustav [0000-0002-8159-1249], Tucciarelli, Raffaele [0000-0002-0342-308X], Tyrala, Michael [0000-0001-5268-8319], Ungson, Nick D [0000-0003-2494-4498], Uysal, Mete Sefa [0000-0002-8698-9213], Van Rooy, Dirk [0000-0003-2525-5408], Västfjäll, Daniel [0000-0003-2873-4500], Vieira, Joana B [0000-0001-7335-4588], von Sikorski, Christian [0000-0002-3787-8277], Walker, Alexander C [0000-0003-1431-6770], Watermeyer, Jennifer [0000-0001-7918-8832], Willardt, Robin [0000-0002-2495-3450], Wohl, Michael JA [0000-0001-6945-5562], Wójcik, Adrian Dominik [0000-0002-7073-6019], Wu, Kaidi [0000-0001-6881-7437], Yamada, Yuki [0000-0003-1431-568X], Yilmaz, Onurcan [0000-0002-6094-7162], Yogeeswaran, Kumar [0000-0002-1978-5077], Ziemer, Carolin-Theresa [0000-0002-0794-7702], Zwaan, Rolf A [0000-0001-9967-7879], Boggio, Paulo Sergio [0000-0002-6109-0447], Van Lange, Paul AM [0000-0001-7774-6984], Prasad, Rajib [0000-0003-0913-1624], Onderco, Michal [0000-0001-9911-3782], O'Madagain, Cathal [0000-0002-4086-524X], Nesh-Nash, Tarik [0000-0002-5532-9095], Kubin, Emily [0000-0003-0606-8594], Gümren, Mert [0000-0002-3298-6295], Fenwick, Ali [0000-0002-5412-9745], Ertan, Arhan S [0000-0001-9730-8391], Bernstein, Michael J [0000-0002-8083-9839], Amara, Hanane [0000-0003-0732-2320], Van Bavel, Jay Joseph [0000-0002-2520-0442], Apollo - University of Cambridge Repository, Sociale Psychologie (Psychologie, FMG), ASCoR Other Research (FMG), Department of Neuroscience and Biomedical Engineering, Aalto-yliopisto, Department of Digital Humanities, Department of Psychology and Logopedics, Cognitive Science, High Performance Cognition group, Mind and Matter, and Department of Computer Science

Subjects
Hälso- och sjukvårdsorganisation, hälsopolitik och hälsoekonomi, Economics, COVID-19, social distancing, hygiene, policy support, public health measures, J Political Science, [SHS.PSY]Humanities and Social Sciences/Psychology, psychology, Settore SECS-P/02 - Politica Economica, Q1, H Social Sciences, [STAT.ML]Statistics [stat]/Machine Learning [stat.ML], SDG 3 - Good Health and Well-being, RA0421, RA0421 Public health. Hygiene. Preventive Medicine, Machine learning, Psychology, Nationalekonomi, Settore SECS-P/01 - Economia Politica, MCC, Computer. Automation, Psykologi (exklusive tillämpad psykologi), DAS, Health Care Service and Management, Health Policy and Services and Health Economy, [SHS.SCIPO]Humanities and Social Sciences/Political science, Psychology (excluding Applied Psychology), machine learning, Settore SECS-P/03 - Scienza delle Finanze, 5171 Political Science, Human medicine, COVID-19, social distancing, hygiene, policy support, public health measures
Abstract

At the beginning of 2020, COVID-19 became a global problem. Despite all the efforts to emphasize the relevance of preventive measures, not everyone adhered to them. Thus, learning more about the characteristics determining attitudinal and behavioral responses to the pandemic is crucial to improving future interventions. In this study, we applied machine learning on the multinational data collected by the International Collaboration on the Social and Moral Psychology of COVID-19 (N = 51,404) to test the predictive efficacy of constructs from social, moral, cognitive, and personality psychology, as well as socio-demographic factors, in the attitudinal and behavioral responses to the pandemic. The results point to several valuable insights. Internalized moral identity provided the most consistent predictive contribution—individuals perceiving moral traits as central to their self-concept reported higher adherence to preventive measures. Similar results were found for morality as cooperation, symbolized moral identity, self-control, open-mindedness, and collective narcissism, while the inverse relationship was evident for the endorsement of conspiracy theories. However, we also found a non-neglible variability in the explained variance and predictive contributions with respect to macro-level factors such as the pandemic stage or cultural region. Overall, the results underscore the importance of morality-related and contextual factors in understanding adherence to public health recommendations during the pandemic., PNAS Nexus, 1 (3), ISSN:2752-6542

Published
2022
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