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3. Decision-Making

Author

Białek, Michał, Domurat, Artur, Meyers, Ethan A., Lebuda, Izabela, Section editor, and Glăveanu, Vlad Petre, editor

Published
2022
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4. In COVID-19 Health Messaging, Loss Framing Increases Anxiety with Little-to-No Concomitant Benefits: Experimental Evidence from 84 Countries

Author

Dorison, Charles A., Lerner, Jennifer S., Heller, Blake H., Rothman, Alexander J., Kawachi, Ichiro I., Wang, Ke, Rees, Vaughan W., Gill, Brian P., Gibbs, Nancy, Ebersole, Charles R., Vally, Zahir, Tajchman, Zuzanna, Zsido, Andras N., Zrimsek, Mija, Chen, Zhang, Ziano, Ignazio, Gialitaki, Zoi, Ceary, Chris D., Lin, Yijun, Kunisato, Yoshihiko, Yamada, Yuki, Xiao, Qinyu, Jiang, Xiaoming, Du, Xinkai, Yao, Elvin, Wilson, John Paul, Cyrus-Lai, Wilson, Jimenez-Leal, William, Law, Wilbert, Collins, W. Matthew, Richard, Karley L., Vranka, Marek, Ankushev, Vladislav, Schei, Vidar, Križanić, Valerija, Kadreva, Veselina Hristova, Adoric, Vera Cubela, Tran, Ulrich S., Yeung, Siu Kit, Hassan, Widad, Houston, Ralph, Lima, Tiago J. S., Ostermann, Thomas, Frizzo, Thomas, Sverdrup, Therese E., House, Thea, Gill, Tripat, Fedotov, Maksim, Paltrow, Tamar, Jernsäther, Teodor, Koptjevskaja-Tamm, Maria, Hostler, Thomas J., Ishii, Tatsunori, Szaszi, Barnabas, Adamus, Sylwia, Suter, Lilian, Habib, Sumaiya, Studzinska, Anna, Stojanovska, Dragana, Janssen, Steve M. J., Stieger, Stefan, Schulenberg, Stefan E., Tatachari, Srinivasan, Azouaghe, Soufian, Sorokowski, Piotr, Sorokowska, Agnieszka, Song, Xin, Lewis, Savannah C., Sinkolova, Sladjana, Grigoryev, Dmitry, Drexler, Shira Meir, Daches, Shimrit, Geniole, Shawn N., Vračar, Selena, Massoni, Sébastien, Zorjan, Saša, Sarıoğuz, Eylül, Izquierdo, Sara Morales, Alves, Sara G., Pöntinen, Sara, Solas, Sara Álvarez, Ordoñez-Riaño, Santiago, Očovaj, Sanja Batić, Onie, Sandersan, Lins, Samuel, Çoksan, Sami, Sacakli, Asli, Ruiz-Fernández, Susana, Geiger, Sandra J., FatahModares, Saeideh, Walczak, Radoslaw B., Betlehem, Ruben, Vilar, Roosevelt, Cárcamo, Rodrigo, Ross, Robert M., McCarthy, Randy, Ballantyne, Tonia, Westgate, Erin C., Afhami, Reza, Ren, Dongning, Monteiro, Renan P., Reips, Ulf-Dietrich, Reggev, Niv, Calin-Jageman, Robert J., Pourafshari, Razieh, Oliveira, Raquel, Nedelcheva-Datsova, Mina, Rahal, Rima-Maria, Ribeiro, Rafael R., Radtke, Theda, Searston, Rachel, Habte, Redeate, Zdybek, Przemysław, Chen, Sau-Chin, Maturan, Princess Lovella G., Perillo, Jennifer T., Isager, Peder Mortvedt, Kačmár, Pavol, Macapagal, Paulo Manuel, Szwed, Paulina, Hanel, Paul H. P., Forbes, Paul A. G., Arriaga, Patrícia, Paris, Bastien, Papachristopoulos, Konstantinos, Correa, Pablo Sebastián, Kácha, Ondřej, Bernardo, Márcia, Campos, Olatz, Bravo, Olalla Niño, Galindo-Caballero, Oscar J., Ogbonnaya, Chisom Esther, Bialobrzeska, Olga, Kiselnikova, Natalia, Simonovic, Nicolle, Cohen, Noga, Nock, Nora L., Johannes, Niklas, Albayrak-Aydemir, Nihan, Say, Nicolas, Torunsky, Nathan, Van Doren, Natalia, Sunami, Naoyuki, Rachev, Nikolay R., Majeed, Nadyanna M., Schmidt, Nadya-Daniela, Nadif, Khaoula, Corral-Frías, Nadia S., Ouherrou, Nihal, Pantazi, Myrto, Lucas, Marc Y., Vasilev, Martin R., Ortiz, María Victoria, Butt, Muhammad Mussaffa, Kabir, Muhib, Muda, Rafał, Tejada Rivera, Maria del Carmen MC, Sirota, Miroslav, Seehuus, Martin, Parzuchowski, Michal, Toro, Mónica, Hricova, Monika, Maldonado, Mónica Alarcón, Marszalek, Magdalena, Karekla, Maria, Mioni, Giovanna, Bosma, Minke Jasmijn, Westerlund, Minja, Vdovic, Milica, Bialek, Michal, Silan, Miguel A., Anne, Michele, Misiak, Michal, Grinberg, Maurice, Capizzi, Mariagrazia, Espinoza Barría, Mauricio F., Kurfali, Merve A., Mensink, Michael C., Harutyunyan, Mikayel, Khosla, Meetu, Korbmacher, Max, Adamkovič, Matúš, Ribeiro, Matheus Fernando Felix, Terskova, Maria, Hruška, Matej, Martončik, Marcel, Voracek, Martin, Čadek, Martin, Frías-Armenta, Martha, Kowal, Marta, Topor, Marta, Roczniewska, Marta, Oosterlinck, Marlies, Kohlová, Markéta Braun, Paruzel-Czachura, Mariola, Romanova, Marina, Papadatou-Pastou, Marietta, Lund, Maria Louise, Antoniadi, Maria, Jones, Marc V., Ortiz, Manuel S., Manavalan, Mathi, Muminov, Abdumalik, Kossowska, Małgorzata, Friedemann, Maja, Wielgus, Magdalena, Varella, Marco A. C., Colloff, Melissa F., Bradford, Maria, Vaughn, Leigh Ann, Eudave, Luis, Vieira, Luc, Pineda, Lina Maria Sanabria, Pérez, Laura Calderón, Lazarevic, Ljiljana B., Jaremka, Lisa M., Kushnir, Elizaveta, Anton-Boicuk, Lisa, de Holanda Coelho, Gabriel Lins, Ahlgren, Lina, Levitan, Carmel A., Micheli, Leticia, Volz, Leonhard, Stojanovska, Marija, Boucher, Leanne, Samojlenko, Lara, Delgado, Lady Grey Javela, Kaliska, Lada, Warmelink, Lara, Rojas-Berscia, Luis Miguel, Yu, Karen, Wachowicz, Jakub, Desai, Kermeka, Barzykowski, Krystian, Kozma, Luca, Evans, Kortnee, Kirgizova, Komila, Agesin, Bamikole Emmanuel, Koehn, Monica A, Wolfe, Kelly, Korobova, Tatiana, Klevjer, Kristoffer, van Schie, Kevin, Vezirian, Kevin, Damnjanović, Kaja, Thommesen, Katrine Krabbe, Schmidt, Kathleen, Filip, Katarzyna, Grzech, Karolina, Hoyer, Karlijn, Moon, Karis, Rana, Kafeel, Janjić, Kristina, Suchow, Jordan W., Kielińska, Julita, Cruz Vásquez, Julio E, Beitner, Julia, Vargas-Nieto, Juan Camilo, Roxas, Jose Carlos T., Taber, Jennifer, Urriago-Rayo, Joan, Pavlacic, Jeffrey M., Bavolar, Jozef, Soto, José A., Olofsson, Jonas K., Vilsmeier, Johannes K., Messerschmidt, Johanna, Czamanski-Cohen, Johanna, Boudesseul, Jordane, Lee, Jeong Min, Kamburidis, Julia, Zickfeld, Janis, Miranda, Jacob F., Verharen, Jeroen P. H., Hristova, Evgeniya, Beshears, Julie E., Đorđević, Jasna Milošević, Bosch, Jasmijn, Valentova, Jaroslava Varella, Antfolk, Jan, Berkessel, Jana B., Schrötter, Jana, Urban, Jan, Röer, Jan Philipp, Norton, James O, Silva, Jaime R., Pickering, Jade S., Vintr, Jáchym, Uttley, Jim, Kunst, Jonas R., Ndukaihe, Izuchukwu L. G., Iyer, Aishwarya, Vilares, Iris, Ivanov, Aleksandr, Ropovik, Ivan, Sula, Isabela, Sarieva, Irena, Metin-Orta, Irem, Prusova, Irina, Pinto, Isabel, Bozdoc, Andreea Ioana, Almeida, Inês A. T., Pit, Ilse L., Dalgar, Ilker, Zakharov, Ilya, Arinze, Azuka Ikechukwu, Ihaya, Keiko, Stephen, Ian D., Gjoneska, Biljana, Brohmer, Hilmar, Flowe, Heather, Godbersen, Hendrik, Kocalar, Halil Emre, Hedgebeth, Mattie V., Chuan-Peng, Hu, Sharifian, MohammadHasan, Manley, Harry, Akkas, Handan, Hajdu, Nandor, Azab, Habiba, Kaminski, Gwenael, Nilsonne, Gustav, Anjum, Gulnaz, Travaglino, Giovanni A., Feldman, Gilad, Pfuhl, Gerit, Czarnek, Gabriela, Marcu, Gabriela Mariana, Hofer, Gabriela, Banik, Gabriel, Adetula, Gabriel Agboola, Bijlstra, Gijsbert, Verbruggen, Frederick, Kung, Franki Y. H., Foroni, Francesco, Singer, Gage, Muchembled, Fany, Azevedo, Flavio, Mosannenzadeh, Farnaz, Marinov, Evelina, Štrukelj, Eva, Etebari, Zahra, Baskin, Ernest, Garcia, Elkin Oswaldo Luis, Musser, Erica, van Steenkiste, I.M.M., Ahn, El Rim, Pronizius, Ekaterina, Jackson, Emily A, Manunta, Efisio, Agadullina, Elena, Šakan, Dušana, Dursun, Pinar, Dujols, Olivier, Dubrov, Dmitrii, Willis, Megan, Tümer, Murat, Beaudry, Jennifer L., Popović, Dora, Dunleavy, Daniel, Djamai, Ikhlas, Krupić, Dino, Vega, Diego, Du, Hongfei, Mola, Débora, Davis, William E., Holford, Dawn Liu, Lewis, David M. G., Vaidis, David C., Ozery, Daphna Hausman, Ricaurte, Danilo Zambrano, Storage, Daniel, Sousa, Daniela, Alvarez, Daniela Serrato, Rosa, Anna Dalla, Krupić, Dajana, Marko, Dafne, Moreau, David, Reeck, Crystal, Correia, Rita C., Whitt, Cassie M., Lamm, Claus, Solorzano, Claudio Singh, von Bastian, Claudia C., Sutherland, Clare AM, Overkott, Clara, Aberson, Christopher L., Wang, Chunhui, Karashiali, Christiana, Noone, Chris, Chiu, Faith, Picciocchi, Chiara, Karaarslan, Cemre, Cellini, Nicola, Esteban-Serna, Celia, Reyna, Cecilia, Batres, Carlota, Li, Ranran, Grano, Caterina, Carpentier, Joelle, Tamnes, Christian K., Fu, Cynthia H.Y., Ishkhanyan, Byurakn, Bylinina, Lisa, Jaeger, Bastian, Bundt, Carsten, Allred, Tara Bulut, Bokkour, Ahmed, Bogatyreva, Natalia, Chopik, William J., Antazo, Benedict, Behzadnia, Behzad, Becker, Maja, Cocco, Beatrice, Chou, Wei-Lun, Hubena, Barbora, Žuro, Barbara, Aczel, Balazs, Baklanova, Ekaterina, Bai, Hui, Balci, Busra Bahar, Babinčák, Peter, Dixson, Barnaby James Wyld, Mokady, Aviv, Kappes, Heather Barry, Atari, Mohammad, Szala, Anna, Szabelska, Anna, Aruta, John Jamir Benzon, Domurat, Artur, Arinze, Nwadiogo Chisom, Modena, Arianna, Adiguzel, Arca, Monajem, Arash, ARABI, Kanza AIT EL, Özdoğru, Asil Ali, Olaya Torres, Adriana Julieth, Theodoropoulou, Andriana, Jurković, Anita Penić, Kassianos, Angelos P., Findor, Andrej, Hartanto, Andree, Thibault Landry, Anais, Ferreira, Ana, Santos, Anabela Caetano, De la Rosa-Gomez, Anabel, Gourdon-Kanhukamwe, Amélie, Todsen, Anna Louise, Karababa, Alper, Janak, Allison, Bran, Alexandre, Tullett, Alexa M., Kuzminska, Anna O., Krafnick, Anthony J, Urooj, Anum, Khaoudi, Ahmed, Ahmed, Afroja, Groyecka-Bernard, Agata, Askelund, Adrian Dahl, Adetula, Adeyemi, Belaus, Anabel, Charyate, Abdelilah Ca, Wichman, Aaron L., Stoyanova, Alina, Greenburgh, Anna, Thomas, Andrew G., Arvanitis, Alexios, Forscher, Patrick S., Mallik, Peter R, Primbs, Maximilian A., Miller, Jeremy K., Moshontz, Hannah, Urry, Heather L., IJzerman, Hans, Basnight-Brown, Dana M., Chartier, Christopher R., Buchanan, Erin M., and Coles, Nicholas A.

Published
2022
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10. A multi-country test of brief reappraisal interventions on emotions during the COVID-19 pandemic

Author

Wang, Ke, Goldenberg, Amit, Dorison, Charles A., Miller, Jeremy K., Uusberg, Andero, Lerner, Jennifer S., Gross, James J., Agesin, Bamikole Bamikole, Bernardo, Márcia, Campos, Olatz, Eudave, Luis, Grzech, Karolina, Ozery, Daphna Hausman, Jackson, Emily A., 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. M. M., Filip, Katarzyna, Bozdoc, Andreea Ioana, Marcu, Gabriela Mariana, Agadullina, Elena, Adamkovič, Matúš, Roczniewska, Marta, Reyna, Cecilia, Kassianos, Angelos P., Westerlund, Minja, Ahlgren, Lina, Pöntinen, Sara, Adetula, Gabriel Agboola, Dursun, Pinar, Arinze, Azuka Ikechukwu, Arinze, Nwadiogo Chisom, Ogbonnaya, Chisom Esther, Ndukaihe, Izuchukwu L. G., Dalgar, Ilker, Akkas, Handan, Macapagal, Paulo Manuel, Lewis, Savannah, Metin-Orta, Irem, Foroni, Francesco, Willis, Megan, Santos, Anabela Caetano, Mokady, Aviv, Reggev, Niv, Kurfali, Merve A., Vasilev, Martin R., Nock, Nora L., Parzuchowski, Michal, Espinoza Barría, Mauricio F., Vranka, Marek, Kohlová, Markéta Braun, Ropovik, Ivan, Harutyunyan, Mikayel, Wang, Chunhui, Yao, Elvin, Becker, Maja, Manunta, Efisio, Kaminski, Gwenael, Boudesseu, Jordane, Marko, Dafne, Evans, Kortnee, Lewis, David M. G., Findor, Andrej, Landry, Anais Thibault, Aruta, John Jamir Benzon, Ortiz, Manuel S., Vally, Zahir, Pronizius, Ekaterina, Voracek, Martin, Lamm, Claus, Grinberg, Maurice, Li, Ranran, Valentova, Jaroslava Varella, Mioni, Giovanna, Cellini, Nicola, Chen, Sau-Chin, Zickfeld, Janis, Moon, Karis, Azab, Habiba, Levy, Neil, Karababa, Alper, Beaudry, Jennifer L., Boucher, Leanne, Collins, W. Matthew, Todsen, Anna Louise, van Schie, Kevin, Vintr, Jáchym, Bavolar, Jozef, Kaliska, Lada, Križanić, Valerija, Samojlenko, Lara, Pourafshari, Razieh, Geiger, Sandra J., Beitner, Julia, Warmelink, Lara, Ross, Robert M., Stephen, Ian D., Hostler, Thomas J., Azouaghe, Soufian, McCarthy, Randy, Szala, Anna, Grano, Caterina, Solorzano, Claudio Singh, Anjum, Gulnaz, Jimenez-Leal, William, Bradford, Maria, Pérez, Laura Calderón, Cruz Vásquez, Julio E., Galindo-Caballero, Oscar J., Vargas-Nieto, Juan Camilo, Kácha, Ondřej, Arvanitis, Alexios, Xiao, Qinyu, Cárcamo, Rodrigo, Zorjan, Saša, Tajchman, Zuzanna, Vilares, Iris, Pavlacic, Jeffrey M., Kunst, Jonas R., Tamnes, Christian K., von Bastian, Claudia C., Atari, Mohammad, Sharifian, MohammadHasan, Hricova, Monika, Kačmár, Pavol, Schrötter, Jana, Rahal, Rima-Maria, Cohen, Noga, FatahModares, Saeideh, Zrimsek, Miha, Zakharov, Ilya, Koehn, Monica A., Esteban-Serna, Celia, Calin-Jageman, Robert J., Krafnick, Anthony J., Štrukelj, Eva, Isager, Peder Mortvedt, Urban, Jan, Silva, Jaime R., Martončik, Marcel, Očovaj, Sanja Batić, Šakan, Dušana, Kuzminska, Anna O., Djordjevic, Jasna Milosevic, Almeida, Inês A. T., Ferreira, Ana, Lazarevic, Ljiljana B., Manley, Harry, Ricaurte, Danilo Zambrano, Monteiro, Renan P., Etabari, Zahra, Musser, Erica, Dunleavy, Daniel, Chou, Weilun, Godbersen, Hendrik, Ruiz-Fernández, Susana, Reeck, Crystal, Batres, Carlota, 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 C. A., Dubrov, Dmitrii, Tejada Rivera, María del Carmen M. C., Aberson, Christopher, Pálfi, Bence, Maldonado, Mónica Alarcón, Hubena, Barbora, Sacakli, Asli, Ceary, Chris D., Richard, Karley L., Singer, Gage, Perillo, Jennifer T., Ballantyne, Tonia, Cyrus-Lai, Wilson, Fedotov, Maksim, Du, Hongfei, Wielgus, Magdalena, Pit, Ilse L., Hruška, Matej, Sousa, Daniela, Aczel, Balazs, Hajdu, Nandor, Szaszi, Barnabas, Adamus, Sylwia, Barzykowski, Krystian, Micheli, Leticia, Schmidt, Nadya-Daniela, Zsido, Andras N., Paruzel-Czachura, Mariola, Muda, Rafał, Bialek, Michal, Kowal, Marta, Sorokowska, Agnieszka, Misiak, Michal, Mola, Débora, Ortiz, María Victoria, Correa, Pablo Sebastián, Belaus, Anabel, Muchembled, Fany, Ribeiro, Rafael R., Arriaga, Patricia, Oliveira, Raquel, Vaughn, Leigh Ann, Szwed, Paulina, Kossowska, Małgorzata, Czarnek, Gabriela, Kielińska, Julita, Antazo, Benedict, Betlehem, Ruben, Stieger, Stefan, Nilsonne, Gustav, Simonovic, Nicolle, Taber, Jennifer, Gourdon-Kanhukamwe, Amélie, Domurat, Artur, Ihaya, Keiko, Yamada, Yuki, Urooj, Anum, Gill, Tripat, Čadek, Martin, Bylinina, Lisa, Messerschmidt, Johanna, Kurfalı, Murathan, Adetula, Adeyemi, Baklanova, Ekaterina, Albayrak-Aydemir, Nihan, Kappes, Heather B., Gjoneska, Biljana, House, Thea, Jones, Marc V., Berkessel, Jana B., Chopik, William J., Çoksan, Sami, Seehuus, Martin, Khaoudi, Ahmed, Bokkour, Ahmed, El Arabi, Kanza Ait, Djamai, Ikhlas, Iyer, Aishwarya, Parashar, Neha, Adiguzel, Arca, Kocalar, Halil Emre, Bundt, Carsten, Norton, James O., Papadatou-Pastou, Marietta, De la Rosa-Gomez, Anabel, Ankushev, Vladislav, Bogatyreva, Natalia, Grigoryev, Dmitry, Ivanov, Aleksandr, Prusova, Irina, Romanova, Marina, Sarieva, Irena, Terskova, Maria, Hristova, Evgeniya, Kadreva, Veselina Hristova, Janak, Allison, Schei, Vidar, Sverdrup, Therese E., Askelund, Adrian Dahl, Pineda, Lina Maria Sanabria, Krupić, Dajana, Levitan, Carmel A., Johannes, Niklas, Ouherrou, Nihal, Say, Nicolas, Sinkolova, Sladjana, Janjić, Kristina, Stojanovska, Marija, Stojanovska, Dragana, Khosla, Meetu, Thomas, Andrew G., Kung, Franki Y. H., Bijlstra, Gijsbert, Mosannenzadeh, Farnaz, Balci, Busra Bahar, Reips, Ulf-Dietrich, Baskin, Ernest, Ishkhanyan, Byurakn, Czamanski-Cohen, Johanna, Dixson, Barnaby James Wyld, Moreau, David, Sutherland, Clare A. M., Chuan-Peng, Hu, Noone, Chris, Flowe, Heather, Anne, Michele, Janssen, Steve M. J., Topor, Marta, Majeed, Nadyanna M., Kunisato, Yoshihiko, Yu, Karen, Daches, Shimrit, Hartanto, Andree, Vdovic, Milica, Anton-Boicuk, Lisa, Forbes, Paul A. G., Kamburidis, Julia, Marinova, Evelina, Nedelcheva-Datsova, Mina, Rachev, Nikolay R., Stoyanova, Alina, Schmidt, Kathleen, Suchow, Jordan W., Koptjevskaja-Tamm, Maria, Jernsäther, Teodor, Olofsson, Jonas K., Bialobrzeska, Olga, Marszalek, Magdalena, Tatachari, Srinivasan, Afhami, Reza, Law, Wilbert, Antfolk, Jan, Žuro, Barbara, Van Doren, Natalia, Soto, Jose A., Searston, Rachel, Miranda, Jacob, Damnjanović, Kaja, Yeung, Siu Kit, Krupić, Dino, Hoyer, Karlijn, Jaeger, Bastian, Ren, Dongning, Pfuhl, Gerit, Klevjer, Kristoffer, Corral-Frías, Nadia S., Frias-Armenta, Martha, Lucas, Marc Y., Torres, Adriana Olaya, Toro, Mónica, Delgado, Lady Grey Javela, Vega, Diego, Solas, Sara Álvarez, Vilar, Roosevelt, Massoni, Sébastien, Frizzo, Thomas, Bran, Alexandre, Vaidis, David C., Vieira, Luc, Paris, Bastien, Capizzi, Mariagrazia, Coelho, Gabriel Lins de Holanda, Greenburgh, Anna, Whitt, Cassie M., Tullett, Alexa M., Du, Xinkai, Volz, Leonhard, Bosma, Minke Jasmijn, Karaarslan, Cemre, Sarıoğuz, Eylül, Allred, Tara Bulut, Korbmacher, Max, Colloff, Melissa F., Lima, Tiago J. S., Ribeiro, Matheus Fernando Felix, Verharen, Jeroen P. H., Karekla, Maria, Karashiali, Christiana, Sunami, Naoyuki, Jaremka, Lisa M., Storage, Daniel, Habib, Sumaiya, Studzinska, Anna, Hanel, Paul H. P., Holford, Dawn Liu, Sirota, Miroslav, Wolfe, Kelly, Chiu, Faith, Theodoropoulou, Andriana, Ahn, El Rim, Lin, Yijun, Westgate, Erin C., Brohmer, Hilmar, Hofer, Gabriela, Dujols, Olivier, Vezirian, Kevin, Feldman, Gilad, Travaglino, Giovanni A., Ahmed, Afroja, Li, Manyu, Bosch, Jasmijn, Torunsky, Nathan, Bai, Hui, Manavalan, Mathi, Song, Xin, Walczak, Radoslaw B., Zdybek, Przemysław, Friedemann, Maja, Rosa, Anna Dalla, Kozma, Luca, Alves, Sara G., Lins, Samuel, Pinto, Isabel R., Correia, Rita C., Babinčák, Peter, Banik, Gabriel, Rojas-Berscia, Luis Miguel, Varella, Marco A. C., Uttley, Jim, Beshears, Julie E., Thommesen, Katrine Krabbe, Behzadnia, Behzad, Geniole, Shawn N., Silan, Miguel A., Maturan, Princess Lovella G., Vilsmeier, Johannes K., Tran, Ulrich S., Izquierdo, Sara Morales, Mensink, Michael C., Sorokowski, Piotr, Groyecka-Bernard, Agata, Radtke, Theda, Adoric, Vera Cubela, Carpentier, Joelle, Özdoğru, Asil Ali, Joy-Gaba, Jennifer A., Hedgebeth, Mattie V., Ishii, Tatsunori, Wichman, Aaron L., Röer, Jan Philipp, Ostermann, Thomas, Davis, William E., Suter, Lilian, Papachristopoulos, Konstantinos, Zabel, Chelsea, Onie, Sandersan, Ebersole, Charles R., Chartier, Christopher R., Mallik, Peter R., Urry, Heather L., Buchanan, Erin M., Coles, Nicholas A., Primbs, Maximilian A., Basnight-Brown, Dana M., IJzerman, Hans, Forscher, Patrick S., and Moshontz, Hannah

Published
2021
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11. Kahneman in Quotes and Reflections

Author

Buttliere, Brett, Arvanitis, Alexios, Bialek, Michal, Choshen-Hillel, Shoham, Davidai, Shai, Gilovich, Thomas, Haran, Uriel, Jiang-Wang, Angela, Teo, Qiao Kang, Kotrba, Vojtech, Liu, Chengwei, Mandel, David, Pennycook, Gordon, Rebholz, Tobias R., Schulte-Mecklenbeck, Michael, Schwarz, Norbert, Shtudiner, Zeev, Sloman, Steven, Sundh, Joakim, Sunstein, Cass, Västfjall, Daniel, Weick, Mario, Buttliere, Brett, Arvanitis, Alexios, Bialek, Michal, Choshen-Hillel, Shoham, Davidai, Shai, Gilovich, Thomas, Haran, Uriel, Jiang-Wang, Angela, Teo, Qiao Kang, Kotrba, Vojtech, Liu, Chengwei, Mandel, David, Pennycook, Gordon, Rebholz, Tobias R., Schulte-Mecklenbeck, Michael, Schwarz, Norbert, Shtudiner, Zeev, Sloman, Steven, Sundh, Joakim, Sunstein, Cass, Västfjall, Daniel, and Weick, Mario

Abstract

In this retrospective honoring the exemplary psychologist Daniel Kahneman (1934-2024), the authors present a curated selection of quotes from the academic community reflecting on his ideas. These submissions, gathered from a wide range of scholars, highlight Kahneman's contributions to fields spanning attention, judgment, decision-making, and well-being. From his exploration of cognitive biases to his groundbreaking work on prospect theory, Kahneman's research revolutionized researchers' understanding of human behavior and decision-making. Beyond his research, many quotes also emphasize Kahneman's thoughts on what it means to be a behavioral scientist-focusing on a commitment to criticism, transparency, and adversarial collaboration; showcasing the dynamic nature of scientific inquiry across disciplinary divides; and highlighting his dedication to advancing the greater good. Together, these reflections paint a portrait of a visionary thinker whose theoretical and meta-scientific contributions have left an indelible mark on psychology and other social sciences.

Published
2024
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12. No Evidence for Decreased Foreign Language Effect in Highly Proficient and Acculturated Bilinguals: A Commentary on Cavar and Tytus (2018)

Author

Bialek, Michal and Fugelsang, Jonathan

Abstract

Bilinguals who consider moral problems in their foreign language tend to endorse causing harm to others if that leads to good outcomes more than they do in their native language. Cavar and Tytus [2018. "Moral Judgement and Foreign Language Effect: When the Foreign Language Becomes the Second Language. Journal of Multilingual and Multicultural Development" 39 (1): 17-28] reported that this effect disappears when the decision maker is highly acculturated. We challenge the latter conclusion. Specifically, the experiment reported by Cavar and Tytus (2018) utilised unvalidated and potentially unreliable materials, was underpowered, and lacked a control group. Moreover, a re-analysis of their statistical test shows that it fails to convincingly support the reported null finding. We conclude that further examination of the moral foreign language effect is needed to test its boundaries.

Published
2019
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15. Author Correction: A multi-country test of brief reappraisal interventions on emotions during the COVID-19 pandemic

Author

Wang, Ke, Goldenberg, Amit, Dorison, Charles A., Miller, Jeremy K., Uusberg, Andero, Lerner, Jennifer S., Gross, James J., Agesin, Bamikole Bamikole, Bernardo, Márcia, Campos, Olatz, Eudave, Luis, Grzech, Karolina, Ozery, Daphna Hausman, Jackson, Emily A., 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. M. M., Filip, Katarzyna, Bozdoc, Andreea Ioana, Marcu, Gabriela Mariana, Agadullina, Elena, Adamkovič, Matúš, Roczniewska, Marta, Reyna, Cecilia, Kassianos, Angelos P., Westerlund, Minja, Ahlgren, Lina, Pöntinen, Sara, Adetula, Gabriel Agboola, Dursun, Pinar, Arinze, Azuka Ikechukwu, Arinze, Nwadiogo Chisom, Ogbonnaya, Chisom Esther, Ndukaihe, Izuchukwu L. G., Dalgar, Ilker, Akkas, Handan, Macapagal, Paulo Manuel, Lewis, Savannah, Metin-Orta, Irem, Foroni, Francesco, Willis, Megan, Santos, Anabela Caetano, Mokady, Aviv, Reggev, Niv, Kurfali, Merve A., Vasilev, Martin R., Nock, Nora L., Parzuchowski, Michal, Espinoza Barría, Mauricio F., Vranka, Marek, Kohlová, Markéta Braun, Ropovik, Ivan, Harutyunyan, Mikayel, Wang, Chunhui, Yao, Elvin, Becker, Maja, Manunta, Efisio, Kaminski, Gwenael, Boudesseul, Jordane, Marko, Dafne, Evans, Kortnee, Lewis, David M. G., Findor, Andrej, Landry, Anais Thibault, Aruta, John Jamir Benzon, Ortiz, Manuel S., Vally, Zahir, Pronizius, Ekaterina, Voracek, Martin, Lamm, Claus, Grinberg, Maurice, Li, Ranran, Valentova, Jaroslava Varella, Mioni, Giovanna, Cellini, Nicola, Chen, Sau-Chin, Zickfeld, Janis, Moon, Karis, Azab, Habiba, Levy, Neil, Karababa, Alper, Beaudry, Jennifer L., Boucher, Leanne, Collins, W. Matthew, Todsen, Anna Louise, van Schie, Kevin, Vintr, Jáchym, Bavolar, Jozef, Kaliska, Lada, Križanić, Valerija, Samojlenko, Lara, Pourafshari, Razieh, Geiger, Sandra J., Beitner, Julia, Warmelink, Lara, Ross, Robert M., Stephen, Ian D., Hostler, Thomas J., Azouaghe, Soufian, McCarthy, Randy, Szala, Anna, Grano, Caterina, Solorzano, Claudio Singh, Anjum, Gulnaz, Jimenez-Leal, William, Bradford, Maria, Pérez, Laura Calderón, Cruz Vásquez, Julio E., Galindo-Caballero, Oscar J., Vargas-Nieto, Juan Camilo, Kácha, Ondřej, Arvanitis, Alexios, Xiao, Qinyu, Cárcamo, Rodrigo, Zorjan, Saša, Tajchman, Zuzanna, Vilares, Iris, Pavlacic, Jeffrey M., Kunst, Jonas R., Tamnes, Christian K., von Bastian, Claudia C., Atari, Mohammad, Sharifian, MohammadHasan, Hricova, Monika, Kačmár, Pavol, Schrötter, Jana, Rahal, Rima-Maria, Cohen, Noga, FatahModares, Saeideh, Zrimsek, Miha, Zakharov, Ilya, Koehn, Monica A., Esteban-Serna, Celia, Calin-Jageman, Robert J., Krafnick, Anthony J., Štrukelj, Eva, Isager, Peder Mortvedt, Urban, Jan, Silva, Jaime R., Martončik, Marcel, Očovaj, Sanja Batić, Šakan, Dušana, Kuzminska, Anna O., Djordjevic, Jasna Milosevic, Almeida, Inês A. T., Ferreira, Ana, Lazarevic, Ljiljana B., Manley, Harry, Ricaurte, Danilo Zambrano, Monteiro, Renan P., Etabari, Zahra, Musser, Erica, Dunleavy, Daniel, Chou, Weilun, Godbersen, Hendrik, Ruiz-Fernández, Susana, Reeck, Crystal, Batres, Carlota, 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 C. A., Dubrov, Dmitrii, Tejada Rivera, María del Carmen M. C., Aberson, Christopher, Pálfi, Bence, Maldonado, Mónica Alarcón, Hubena, Barbora, Sacakli, Asli, Ceary, Chris D., Richard, Karley L., Singer, Gage, Perillo, Jennifer T., Ballantyne, Tonia, Cyrus-Lai, Wilson, Fedotov, Maksim, Du, Hongfei, Wielgus, Magdalena, Pit, Ilse L., Hruška, Matej, Sousa, Daniela, Aczel, Balazs, Hajdu, Nandor, Szaszi, Barnabas, Adamus, Sylwia, Barzykowski, Krystian, Micheli, Leticia, Schmidt, Nadya-Daniela, Zsido, Andras N., Paruzel-Czachura, Mariola, Muda, Rafał, Bialek, Michal, Kowal, Marta, Sorokowska, Agnieszka, Misiak, Michal, Mola, Débora, Ortiz, María Victoria, Correa, Pablo Sebastián, Belaus, Anabel, Muchembled, Fany, Ribeiro, Rafael R., Arriaga, Patricia, Oliveira, Raquel, Vaughn, Leigh Ann, Szwed, Paulina, Kossowska, Małgorzata, Czarnek, Gabriela, Kielińska, Julita, Antazo, Benedict, Betlehem, Ruben, Stieger, Stefan, Nilsonne, Gustav, Simonovic, Nicolle, Taber, Jennifer, Gourdon-Kanhukamwe, Amélie, Domurat, Artur, Ihaya, Keiko, Yamada, Yuki, Urooj, Anum, Gill, Tripat, Čadek, Martin, Bylinina, Lisa, Messerschmidt, Johanna, Kurfalı, Murathan, Adetula, Adeyemi, Baklanova, Ekaterina, Albayrak-Aydemir, Nihan, Kappes, Heather B., Gjoneska, Biljana, House, Thea, Jones, Marc V., Berkessel, Jana B., Chopik, William J., Çoksan, Sami, Seehuus, Martin, Khaoudi, Ahmed, Bokkour, Ahmed, El Arabi, Kanza Ait, Djamai, Ikhlas, Iyer, Aishwarya, Parashar, Neha, Adiguzel, Arca, Kocalar, Halil Emre, Bundt, Carsten, Norton, James O., Papadatou-Pastou, Marietta, De la Rosa-Gomez, Anabel, Ankushev, Vladislav, Bogatyreva, Natalia, Grigoryev, Dmitry, Ivanov, Aleksandr, Prusova, Irina, Romanova, Marina, Sarieva, Irena, Terskova, Maria, Hristova, Evgeniya, Kadreva, Veselina Hristova, Janak, Allison, Schei, Vidar, Sverdrup, Therese E., Askelund, Adrian Dahl, Pineda, Lina Maria Sanabria, Krupić, Dajana, Levitan, Carmel A., Johannes, Niklas, Ouherrou, Nihal, Say, Nicolas, Sinkolova, Sladjana, Janjić, Kristina, Stojanovska, Marija, Stojanovska, Dragana, Khosla, Meetu, Thomas, Andrew G., Kung, Franki Y. H., Bijlstra, Gijsbert, Mosannenzadeh, Farnaz, Balci, Busra Bahar, Reips, Ulf-Dietrich, Baskin, Ernest, Ishkhanyan, Byurakn, Czamanski-Cohen, Johanna, Dixson, Barnaby James Wyld, Moreau, David, Sutherland, Clare A. M., Chuan-Peng, Hu, Noone, Chris, Flowe, Heather, Anne, Michele, Janssen, Steve M. J., Topor, Marta, Majeed, Nadyanna M., Kunisato, Yoshihiko, Yu, Karen, Daches, Shimrit, Hartanto, Andree, Vdovic, Milica, Anton-Boicuk, Lisa, Forbes, Paul A. G., Kamburidis, Julia, Marinova, Evelina, Nedelcheva-Datsova, Mina, Rachev, Nikolay R., Stoyanova, Alina, Schmidt, Kathleen, Suchow, Jordan W., Koptjevskaja-Tamm, Maria, Jernsäther, Teodor, Olofsson, Jonas K., Bialobrzeska, Olga, Marszalek, Magdalena, Tatachari, Srinivasan, Afhami, Reza, Law, Wilbert, Antfolk, Jan, Žuro, Barbara, Van Doren, Natalia, Soto, Jose A., Searston, Rachel, Miranda, Jacob, Damnjanović, Kaja, Yeung, Siu Kit, Krupić, Dino, Hoyer, Karlijn, Jaeger, Bastian, Ren, Dongning, Pfuhl, Gerit, Klevjer, Kristoffer, Corral-Frías, Nadia S., Frias-Armenta, Martha, Lucas, Marc Y., Torres, Adriana Olaya, Toro, Mónica, Delgado, Lady Grey Javela, Vega, Diego, Solas, Sara Álvarez, Vilar, Roosevelt, Massoni, Sébastien, Frizzo, Thomas, Bran, Alexandre, Vaidis, David C., Vieira, Luc, Paris, Bastien, Capizzi, Mariagrazia, Coelho, Gabriel Lins de Holanda, Greenburgh, Anna, Whitt, Cassie M., Tullett, Alexa M., Du, Xinkai, Volz, Leonhard, Bosma, Minke Jasmijn, Karaarslan, Cemre, Sarıoğuz, Eylül, Allred, Tara Bulut, Korbmacher, Max, Colloff, Melissa F., Lima, Tiago J. S., Ribeiro, Matheus Fernando Felix, Verharen, Jeroen P. H., Karekla, Maria, Karashiali, Christiana, Sunami, Naoyuki, Jaremka, Lisa M., Storage, Daniel, Habib, Sumaiya, Studzinska, Anna, Hanel, Paul H. P., Holford, Dawn Liu, Sirota, Miroslav, Wolfe, Kelly, Chiu, Faith, Theodoropoulou, Andriana, Ahn, El Rim, Lin, Yijun, Westgate, Erin C., Brohmer, Hilmar, Hofer, Gabriela, Dujols, Olivier, Vezirian, Kevin, Feldman, Gilad, Travaglino, Giovanni A., Ahmed, Afroja, Li, Manyu, Bosch, Jasmijn, Torunsky, Nathan, Bai, Hui, Manavalan, Mathi, Song, Xin, Walczak, Radoslaw B., Zdybek, Przemysław, Friedemann, Maja, Rosa, Anna Dalla, Kozma, Luca, Alves, Sara G., Lins, Samuel, Pinto, Isabel R., Correia, Rita C., Babinčák, Peter, Banik, Gabriel, Rojas-Berscia, Luis Miguel, Varella, Marco A. C., Uttley, Jim, Beshears, Julie E., Thommesen, Katrine Krabbe, Behzadnia, Behzad, Geniole, Shawn N., Silan, Miguel A., Maturan, Princess Lovella G., Vilsmeier, Johannes K., Tran, Ulrich S., Izquierdo, Sara Morales, Mensink, Michael C., Sorokowski, Piotr, Groyecka-Bernard, Agata, Radtke, Theda, Adoric, Vera Cubela, Carpentier, Joelle, Özdoğru, Asil Ali, Joy-Gaba, Jennifer A., Hedgebeth, Mattie V., Ishii, Tatsunori, Wichman, Aaron L., Röer, Jan Philipp, Ostermann, Thomas, Davis, William E., Suter, Lilian, Papachristopoulos, Konstantinos, Zabel, Chelsea, Onie, Sandersan, Ebersole, Charles R., Chartier, Christopher R., Mallik, Peter R., Urry, Heather L., Buchanan, Erin M., Coles, Nicholas A., Primbs, Maximilian A., Basnight-Brown, Dana M., IJzerman, Hans, Forscher, Patrick S., and Moshontz, Hannah

Published
2022
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16. Reading Dilemmas in a Foreign Language Reduces Both Deontological and Utilitarian Response Tendencies

Author

Muda, Rafal, Niszczota, Pawel, Bialek, Michal, and Conway, Paul

Abstract

Moral dilemmas entail deciding whether to cause harm to maximize overall outcomes, such as killing 1 person to save 5. Past work has demonstrated that people are more willing to accept causing such outcome-maximizing harm when they read dilemmas in a foreign language they speak rather than their native language. Presumably this effect is due to foreign dilemmas inducing reduced emotional impact, rather than increased cognitive processing, but previous work cannot distinguish between these possibilities because it treats them as diametric opposites. In the current work, we applied process dissociation to independently estimate harm-rejection and outcome-maximization response tendencies underlying dilemma responses. These findings reveal that reading dilemmas in a foreign language reduces both harm-rejection and outcome-maximization inclinations. This pattern clarifies past work by suggesting that reading dilemmas in a foreign language reduces concern for all potential victims--both the fewer to be harmed and the majority to be saved.

Published
2018
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23. Insights into the accuracy of social scientists' forecasts of societal change

Author

Grossmann, Igor, Rotella, Amanda A., Hutcherson, Cendri, Sharpinskyi, Konstantyn, Varnum, Michael E. W., Achter, Sebastian K., Dhami, Mandeep, Guo, Xinqi Evie, Kara-Yakoubian, Mane R., Mandel, David, Raes, Louis, Tay, Louis, Vie, Aymeric, Wagner, Lisa, Adamkovic, Matus, Arami, Arash, Arriaga, Patricia, Bandara, Kasun, Banik, Gabriel, Bartos, Frantisek, Baskin, Ernest, Bergmeir, Christoph, Bialek, Michal K., Borsting, Caroline T., Browne, Dillon M., Caruso, Eugene, Chen, Rong, Chie, Bin-Tzong J., Chopik, William N., Collins, Robert, Cong, Chin Wen G., Conway, Lucian, Davis, Matthew V., Day, Martin A., Dhaliwal, Nathan D., Durham, Justin, Dziekan, Martyna T., Elbaek, Christian, Shuman, Eric, Fabrykant, Marharyta, Firat, Mustafa T., Fong, Geoffrey A., Frimer, Jeremy M., Gallegos, Jonathan B., Goldberg, Simon, Gollwitzer, Anton, Goyal, Julia, Graf-Vlachy, Lorenz D., Gronlund, Scott, Hafenbraedl, Sebastian, Hartanto, Andree J., Hirshberg, Matthew J., Hornsey, Matthew, Howe, Piers D. L., Izadi, Anoosha, Jaeger, Bastian, Kacmar, Pavol, Kim, Yeun Joon, Krenzler, Ruslan G., Lannin, Daniel, Lin, Hung-Wen, Lou, Nigel Mantou, Lua, Verity Y. Q. W., Lukaszewski, Aaron L., Ly, Albert R., Madan, Christopher, Maier, Maximilian M., Majeed, Nadyanna S., March, David A., Marsh, Abigail, Misiak, Michal, Myrseth, Kristian Ove R. M., Napan, Jaime, Nicholas, Jonathan, Nikolopoulos, Konstantinos, Otterbring, Tobias, Paruzel-Czachura, Mariola, Pauer, Shiva, Protzko, John, Raffaelli, Quentin, Ropovik, Ivan, Ross, Robert M., Roth, Yefim, Roysamb, Espen, Schnabel, Landon, Schuetz, Astrid, Seifert, Matthias, Sevincer, A. T., Sherman, Garrick T., Simonsson, Otto, Sung, Ming-Chien, Tai, Chung-Ching, Talhelm, Thomas, Teachman, Bethany A., Tetlock, Philip E., Thomakos, Dimitrios, Tse, Dwight C. K., Twardus, Oliver J., Tybur, Joshua M., Ungar, Lyle, Vandermeulen, Daan, Vaughan Williams, Leighton, Vosgerichian, Hrag A., Wang, Qi, Wang, Ke, Whiting, Mark E., Wollbrant, Conny E., Yang, Tao, Yogeeswaran, Kumar, Yoon, Sangsuk, Alves, Ventura R., Andrews-Hanna, Jessica R., Bloom, Paul A., Boyles, Anthony, Charis, Loo, Choi, Mingyeong, Darling-Hammond, Sean, Ferguson, Z. E., Kaiser, Cheryl R., Karg, Simon T., Ortega, Alberto Lopez, Mahoney, Lori, Marsh, Melvin S., Martinie, Marcellin F. R. C., Michaels, Eli K., Millroth, Philip, Naqvi, Jeanean B., Ng, Weiting, Rutledge, Robb B., Slattery, Peter, Smiley, Adam H., Strijbis, Oliver, Sznycer, Daniel, Tsukayama, Eli, van Loon, Austin, Voelkel, Jan G., Wienk, Margaux N. A., Wilkening, Tom, Grossmann, Igor, Rotella, Amanda A., Hutcherson, Cendri, Sharpinskyi, Konstantyn, Varnum, Michael E. W., Achter, Sebastian K., Dhami, Mandeep, Guo, Xinqi Evie, Kara-Yakoubian, Mane R., Mandel, David, Raes, Louis, Tay, Louis, Vie, Aymeric, Wagner, Lisa, Adamkovic, Matus, Arami, Arash, Arriaga, Patricia, Bandara, Kasun, Banik, Gabriel, Bartos, Frantisek, Baskin, Ernest, Bergmeir, Christoph, Bialek, Michal K., Borsting, Caroline T., Browne, Dillon M., Caruso, Eugene, Chen, Rong, Chie, Bin-Tzong J., Chopik, William N., Collins, Robert, Cong, Chin Wen G., Conway, Lucian, Davis, Matthew V., Day, Martin A., Dhaliwal, Nathan D., Durham, Justin, Dziekan, Martyna T., Elbaek, Christian, Shuman, Eric, Fabrykant, Marharyta, Firat, Mustafa T., Fong, Geoffrey A., Frimer, Jeremy M., Gallegos, Jonathan B., Goldberg, Simon, Gollwitzer, Anton, Goyal, Julia, Graf-Vlachy, Lorenz D., Gronlund, Scott, Hafenbraedl, Sebastian, Hartanto, Andree J., Hirshberg, Matthew J., Hornsey, Matthew, Howe, Piers D. L., Izadi, Anoosha, Jaeger, Bastian, Kacmar, Pavol, Kim, Yeun Joon, Krenzler, Ruslan G., Lannin, Daniel, Lin, Hung-Wen, Lou, Nigel Mantou, Lua, Verity Y. Q. W., Lukaszewski, Aaron L., Ly, Albert R., Madan, Christopher, Maier, Maximilian M., Majeed, Nadyanna S., March, David A., Marsh, Abigail, Misiak, Michal, Myrseth, Kristian Ove R. M., Napan, Jaime, Nicholas, Jonathan, Nikolopoulos, Konstantinos, Otterbring, Tobias, Paruzel-Czachura, Mariola, Pauer, Shiva, Protzko, John, Raffaelli, Quentin, Ropovik, Ivan, Ross, Robert M., Roth, Yefim, Roysamb, Espen, Schnabel, Landon, Schuetz, Astrid, Seifert, Matthias, Sevincer, A. T., Sherman, Garrick T., Simonsson, Otto, Sung, Ming-Chien, Tai, Chung-Ching, Talhelm, Thomas, Teachman, Bethany A., Tetlock, Philip E., Thomakos, Dimitrios, Tse, Dwight C. K., Twardus, Oliver J., Tybur, Joshua M., Ungar, Lyle, Vandermeulen, Daan, Vaughan Williams, Leighton, Vosgerichian, Hrag A., Wang, Qi, Wang, Ke, Whiting, Mark E., Wollbrant, Conny E., Yang, Tao, Yogeeswaran, Kumar, Yoon, Sangsuk, Alves, Ventura R., Andrews-Hanna, Jessica R., Bloom, Paul A., Boyles, Anthony, Charis, Loo, Choi, Mingyeong, Darling-Hammond, Sean, Ferguson, Z. E., Kaiser, Cheryl R., Karg, Simon T., Ortega, Alberto Lopez, Mahoney, Lori, Marsh, Melvin S., Martinie, Marcellin F. R. C., Michaels, Eli K., Millroth, Philip, Naqvi, Jeanean B., Ng, Weiting, Rutledge, Robb B., Slattery, Peter, Smiley, Adam H., Strijbis, Oliver, Sznycer, Daniel, Tsukayama, Eli, van Loon, Austin, Voelkel, Jan G., Wienk, Margaux N. A., and Wilkening, Tom

Abstract

How well can social scientists predict societal change, and what processes underlie their predictions? To answer these questions, we ran two forecasting tournaments testing the accuracy of predictions of societal change in domains commonly studied in the social sciences: ideological preferences, political polarization, life satisfaction, sentiment on social media, and gender-career and racial bias. After we provided them with historical trend data on the relevant domain, social scientists submitted pre-registered monthly forecasts for a year (Tournament 1; N = 86 teams and 359 forecasts), with an opportunity to update forecasts on the basis of new data six months later (Tournament 2; N = 120 teams and 546 forecasts). Benchmarking forecasting accuracy revealed that social scientists' forecasts were on average no more accurate than those of simple statistical models (historical means, random walks or linear regressions) or the aggregate forecasts of a sample from the general public (N = 802). However, scientists were more accurate if they had scientific expertise in a prediction domain, were interdisciplinary, used simpler models and based predictions on prior data. How accurate are social scientists in predicting societal change, and what processes underlie their predictions? Grossmann et al. report the findings of two forecasting tournaments. Social scientists' forecasts were on average no more accurate than those of simple statistical models.

Published
2023
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24. Social and moral psychology of COVID-19 across 69 countries

Author

Azevedo, Flavio, Pavlovic, Tomislav, Rego, Gabriel G., Ay, F. Ceren, Gjoneska, Biljana, Etienne, Tom W., Ross, Robert M., Schoenegger, Philipp, Riano-Moreno, Julian C., Cichocka, Aleksandra, Capraro, Valerio, Cian, Luca, Longoni, Chiara, Chan, Ho Fai, Van Bavel, Jay J., Sjastad, Hallgeir, Nezlek, John B., Alfano, Mark, Gelfand, Michele J., Birtel, Michele D., Cislak, Aleksandra, Lockwood, Patricia L., Abts, Koen, Agadullina, Elena, Aruta, John Jamir Benzon, Besharati, Sahba Nomvula, Bor, Alexander, Choma, Becky L., Crabtree, Charles David, Cunningham, William A., De, Koustav, Ejaz, Waqas, Elbaek, Christian T., Findor, Andrej, Flichtentrei, Daniel, Franc, Renata, Gruber, June, Gualda, Estrella, Horiuchi, Yusaku, Huynh, Toan Luu Duc, Ibanez, Agustin, Imran, Mostak Ahamed, Israelashvili, Jacob, Jasko, Katarzyna, Kantorowicz, Jaroslaw, Kantorowicz-Reznichenko, Elena, Krouwel, Andre, Laakasuo, Michael, Lamm, Claus, Leygue, Caroline, Lin, Ming-Jen, Mansoor, Mohammad Sabbir, Marie, Antoine, Mayiwar, Lewend, Mazepus, Honorata, McHugh, Cillian, Minda, John Paul, Mitkidis, Panagiotis, Olsson, Andreas, Otterbring, Tobias, Packer, Dominic J., Perry, Anat, Petersen, Michael Bang, Puthillam, Arathy, Rothmund, Tobias, Santamaria-Garcia, Hernando, Schmid, Petra C., Stoyanov, Drozdstoy, Tewari, Shruti, Todosijevic, Bojan, Tsakiris, Manos, Tung, Hans H., Umbres, Radu G., Vanags, Edmunds, Vlasceanu, Madalina, Vonasch, Andrew, Yucel, Meltem, Zhang, Yucheng, Abad, Mohcine, Adler, Eli, Akrawi, Narin, Mdarhri, Hamza Alaoui, Amara, Hanane, Amodio, David M., Antazo, Benedict G., Apps, Matthew, Ba, Mouhamadou Hady, Barbosa, Sergio, Bastian, Brock, Berg, Anton, Bernal-Zarate, Maria P., Bernstein, Michael, Bialek, Michal, Bilancini, Ennio, Bogatyreva, Natalia, Boncinelli, Leonardo, Booth, Jonathan E., Borau, Sylvie, Buchel, Ondrej, Cameron, C. Daryl, Carvalho, Chrissie F., Celadin, Tatiana, Cerami, Chiara, Chalise, Hom Nath, Cheng, Xiaojun, Cockcroft, Kate, Conway, Jane, Cordoba-Delgado, Mateo Andres, Crespi, Chiara, Crouzevialle, Marie, Cutler, Jo, Cypryanska, Marzena, Dabrowska, Justyna, Daniels, Michael A., Davis, Victoria H., Dayley, Pamala N., Delouvee, Sylvain, Denkovski, Ognjan, Dezecache, Guillaume, Dhaliwal, Nathan A., Diato, Alelie B., Di Paolo, Roberto, Drosinou, Marianna, Dulleck, Uwe, Ekmanis, Janis, Ertan, Arhan S., Farhana, Hapsa Hossain, Farkhari, Fahima, Farmer, Harry, Fenwick, Ali, Fidanovski, Kristijan, Flew, Terry, Fraser, Shona, Frempong, Raymond Boadi, Fugelsang, Jonathan A., Gale, Jessica, Garcia-Navarro, E. Begona, Garladinne, Prasad, Ghajjou, Oussama, Gkinopoulos, Theofilos, Gray, Kurt, Griffin, Siobhan M., Gronfeldt, Bjarki, Guemren, Mert, Gurung, Ranju Lama, Halperin, Eran, Harris, Elizabeth, Herzon, Volo, Hruska, Matej, Huang, Guanxiong, Hudecek, Matthias F. C., Isler, Ozan, Jangard, Simon, Jorgensen, Frederik J., Kachanoff, Frank, Kahn, John, Dangol, Apsara Katuwal, Keudel, Oleksandra, Koppel, Lina, Koverola, Mika, Kubin, Emily, Kunnari, Anton, Kutiyski, Yordan, Laguna, Oscar Moreda, Leota, Josh, Lermer, Eva, Levy, Jonathan, Levy, Neil, Li, Chunyun, Long, Elizabeth U., Maglic, Marina, McCashin, Darragh, Metcalf, Alexander L., Miklousic, Igor, El Mimouni, Soulaimane, Miura, Asako, Molina-Paredes, Juliana, Monroy-Fonseca, Cesar, Morales-Marente, Elena, Moreau, David, Muda, Rafal, Myer, Annalisa, Nash, Kyle, Nesh-Nash, Tarik, Nitschke, Jonas P., Nurse, Matthew S., Ohtsubo, Yohsuke, de Mello, Victoria Oldemburgo, OMadagain, Cathal, Onderco, Michal, Palacios-Galvez, M. Soledad, Palomoeki, Jussi, Pan, Yafeng, Papp, Zsofia, Paernamets, Philip, Paruzel-Czachura, Mariola, Pavlovic, Zoran, Payan-Gomez, Cesar, Perander, Silva, Pitman, Michael Mark, Prasad, Rajib, Pyrkosz-Pacyna, Joanna, Rathje, Steve, Raza, Ali, Rhee, Kasey, Robertson, Claire E., Rodriguez-Pascual, Ivan, Saikkonen, Teemu, Salvador-Ginez, Octavio, Santi, Gaia C., Santiago-Tovar, Natalia, Savage, David, Scheffer, Julian A., Schultner, David T., Schutte, Enid M., Scott, Andy, Sharma, Madhavi, Sharma, Pujan, Skali, Ahmed, Stadelmann, David, Stafford, Clara Alexandra, Stanojevic, Dragan, Stefaniak, Anna, Sternisko, Anni, Stoica, Augustin, Stoyanova, Kristina K., Strickland, Brent, Sundvall, Jukka, Thomas, Jeffrey P., Tinghög, Gustav, Torgler, Benno, Traast, Iris J., Tucciarelli, Raffaele, Tyrala, Michael, Ungson, Nick D., Uysal, Mete S., Van Lange, Paul A. M., van Prooijen, Jan-Willem, van Rooy, Dirk, Vaestfjäll, Daniel, Verkoeijen, Peter, Vieira, Joana B., von Sikorski, Christian, Walker, Alexander Cameron, Watermeyer, Jennifer, Wetter, Erik, Whillans, Ashley, White, Katherine, Habib, Rishad, Willardt, Robin, Wohl, Michael J. A., Wojcik, Adrian Dominik, Wu, Kaidi, Yamada, Yuki, Yilmaz, Onurcan, Yogeeswaran, Kumar, Ziemer, Carolin-Theresa, Zwaan, Rolf A., Boggio, Paulo S., Sampaio, Waldir M., Azevedo, Flavio, Pavlovic, Tomislav, Rego, Gabriel G., Ay, F. Ceren, Gjoneska, Biljana, Etienne, Tom W., Ross, Robert M., Schoenegger, Philipp, Riano-Moreno, Julian C., Cichocka, Aleksandra, Capraro, Valerio, Cian, Luca, Longoni, Chiara, Chan, Ho Fai, Van Bavel, Jay J., Sjastad, Hallgeir, Nezlek, John B., Alfano, Mark, Gelfand, Michele J., Birtel, Michele D., Cislak, Aleksandra, Lockwood, Patricia L., Abts, Koen, Agadullina, Elena, Aruta, John Jamir Benzon, Besharati, Sahba Nomvula, Bor, Alexander, Choma, Becky L., Crabtree, Charles David, Cunningham, William A., De, Koustav, Ejaz, Waqas, Elbaek, Christian T., Findor, Andrej, Flichtentrei, Daniel, Franc, Renata, Gruber, June, Gualda, Estrella, Horiuchi, Yusaku, Huynh, Toan Luu Duc, Ibanez, Agustin, Imran, Mostak Ahamed, Israelashvili, Jacob, Jasko, Katarzyna, Kantorowicz, Jaroslaw, Kantorowicz-Reznichenko, Elena, Krouwel, Andre, Laakasuo, Michael, Lamm, Claus, Leygue, Caroline, Lin, Ming-Jen, Mansoor, Mohammad Sabbir, Marie, Antoine, Mayiwar, Lewend, Mazepus, Honorata, McHugh, Cillian, Minda, John Paul, Mitkidis, Panagiotis, Olsson, Andreas, Otterbring, Tobias, Packer, Dominic J., Perry, Anat, Petersen, Michael Bang, Puthillam, Arathy, Rothmund, Tobias, Santamaria-Garcia, Hernando, Schmid, Petra C., Stoyanov, Drozdstoy, Tewari, Shruti, Todosijevic, Bojan, Tsakiris, Manos, Tung, Hans H., Umbres, Radu G., Vanags, Edmunds, Vlasceanu, Madalina, Vonasch, Andrew, Yucel, Meltem, Zhang, Yucheng, Abad, Mohcine, Adler, Eli, Akrawi, Narin, Mdarhri, Hamza Alaoui, Amara, Hanane, Amodio, David M., Antazo, Benedict G., Apps, Matthew, Ba, Mouhamadou Hady, Barbosa, Sergio, Bastian, Brock, Berg, Anton, Bernal-Zarate, Maria P., Bernstein, Michael, Bialek, Michal, Bilancini, Ennio, Bogatyreva, Natalia, Boncinelli, Leonardo, Booth, Jonathan E., Borau, Sylvie, Buchel, Ondrej, Cameron, C. Daryl, Carvalho, Chrissie F., Celadin, Tatiana, Cerami, Chiara, Chalise, Hom Nath, Cheng, Xiaojun, Cockcroft, Kate, Conway, Jane, Cordoba-Delgado, Mateo Andres, Crespi, Chiara, Crouzevialle, Marie, Cutler, Jo, Cypryanska, Marzena, Dabrowska, Justyna, Daniels, Michael A., Davis, Victoria H., Dayley, Pamala N., Delouvee, Sylvain, Denkovski, Ognjan, Dezecache, Guillaume, Dhaliwal, Nathan A., Diato, Alelie B., Di Paolo, Roberto, Drosinou, Marianna, Dulleck, Uwe, Ekmanis, Janis, Ertan, Arhan S., Farhana, Hapsa Hossain, Farkhari, Fahima, Farmer, Harry, Fenwick, Ali, Fidanovski, Kristijan, Flew, Terry, Fraser, Shona, Frempong, Raymond Boadi, Fugelsang, Jonathan A., Gale, Jessica, Garcia-Navarro, E. Begona, Garladinne, Prasad, Ghajjou, Oussama, Gkinopoulos, Theofilos, Gray, Kurt, Griffin, Siobhan M., Gronfeldt, Bjarki, Guemren, Mert, Gurung, Ranju Lama, Halperin, Eran, Harris, Elizabeth, Herzon, Volo, Hruska, Matej, Huang, Guanxiong, Hudecek, Matthias F. C., Isler, Ozan, Jangard, Simon, Jorgensen, Frederik J., Kachanoff, Frank, Kahn, John, Dangol, Apsara Katuwal, Keudel, Oleksandra, Koppel, Lina, Koverola, Mika, Kubin, Emily, Kunnari, Anton, Kutiyski, Yordan, Laguna, Oscar Moreda, Leota, Josh, Lermer, Eva, Levy, Jonathan, Levy, Neil, Li, Chunyun, Long, Elizabeth U., Maglic, Marina, McCashin, Darragh, Metcalf, Alexander L., Miklousic, Igor, El Mimouni, Soulaimane, Miura, Asako, Molina-Paredes, Juliana, Monroy-Fonseca, Cesar, Morales-Marente, Elena, Moreau, David, Muda, Rafal, Myer, Annalisa, Nash, Kyle, Nesh-Nash, Tarik, Nitschke, Jonas P., Nurse, Matthew S., Ohtsubo, Yohsuke, de Mello, Victoria Oldemburgo, OMadagain, Cathal, Onderco, Michal, Palacios-Galvez, M. Soledad, Palomoeki, Jussi, Pan, Yafeng, Papp, Zsofia, Paernamets, Philip, Paruzel-Czachura, Mariola, Pavlovic, Zoran, Payan-Gomez, Cesar, Perander, Silva, Pitman, Michael Mark, Prasad, Rajib, Pyrkosz-Pacyna, Joanna, Rathje, Steve, Raza, Ali, Rhee, Kasey, Robertson, Claire E., Rodriguez-Pascual, Ivan, Saikkonen, Teemu, Salvador-Ginez, Octavio, Santi, Gaia C., Santiago-Tovar, Natalia, Savage, David, Scheffer, Julian A., Schultner, David T., Schutte, Enid M., Scott, Andy, Sharma, Madhavi, Sharma, Pujan, Skali, Ahmed, Stadelmann, David, Stafford, Clara Alexandra, Stanojevic, Dragan, Stefaniak, Anna, Sternisko, Anni, Stoica, Augustin, Stoyanova, Kristina K., Strickland, Brent, Sundvall, Jukka, Thomas, Jeffrey P., Tinghög, Gustav, Torgler, Benno, Traast, Iris J., Tucciarelli, Raffaele, Tyrala, Michael, Ungson, Nick D., Uysal, Mete S., Van Lange, Paul A. M., van Prooijen, Jan-Willem, van Rooy, Dirk, Vaestfjäll, Daniel, Verkoeijen, Peter, Vieira, Joana B., von Sikorski, Christian, Walker, Alexander Cameron, Watermeyer, Jennifer, Wetter, Erik, Whillans, Ashley, White, Katherine, Habib, Rishad, Willardt, Robin, Wohl, Michael J. A., Wojcik, Adrian Dominik, Wu, Kaidi, Yamada, Yuki, Yilmaz, Onurcan, Yogeeswaran, Kumar, Ziemer, Carolin-Theresa, Zwaan, Rolf A., Boggio, Paulo S., and Sampaio, Waldir M.

Abstract

The COVID-19 pandemic has affected all domains of human life, including the economic and social fabric of societies. One of the central strategies for managing public health throughout the pandemic has been through persuasive messaging and collective behaviour change. To help scholars better understand the social and moral psychology behind public health behaviour, we present a dataset comprising of 51,404 individuals from 69 countries. This dataset was collected for the International Collaboration on Social & Moral Psychology of COVID-19 project (ICSMP COVID-19). This social science survey invited participants around the world to complete a series of moral and psychological measures and public health attitudes about COVID-19 during an early phase of the COVID-19 pandemic (between April and June 2020). The survey included seven broad categories of questions: COVID-19 beliefs and compliance behaviours; identity and social attitudes; ideology; health and well-being; moral beliefs and motivation; personality traits; and demographic variables. We report both raw and cleaned data, along with all survey materials, data visualisations, and psychometric evaluations of key variables.

Published
2023
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33. Results Pilot 2

Author

IJzerman, Hans, Bialek, Michal, Novak, Sarah, Tidwell, Natasha, Kraus, Sue, Ropovik, Ivan, Babincak, Peter, Baník, Gabriel, Schütz, Astrid, Menon, Madhavi, Sternglanz, R. Weylin, Collins, W., Weissgerber, Sophia, Sullivan, Gavin, Lima, Tiago, and de Souza, Luana

Published
2022
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34. ML5: Replications of Foerster et al. (2008)

Author

IJzerman, Hans, Bialek, Michal, Novak, Sarah, Tidwell, Natasha, Kraus, Sue, Ropovik, Ivan, Babincak, Peter, Baník, Gabriel, Schütz, Astrid, Menon, Madhavi, Sternglanz, R. Weylin, Collins, W., Weissgerber, Sophia, Sullivan, Gavin, Lima, Tiago, and de Souza, Luana

Published
2022
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40. Group vs individual moral decision making: a CNI investigation

Author

Rokosz, Marta, Stefańczyk, Michał, Bialek, Michal, and Gawronski, Bertram

Subjects
CNI model, moral dilemmas, Social and Behavioral Sciences, decision making
Abstract

Prior research suggests that preference for utilitarian over deontological judgments is greater when people make moral decisions in groups vs. individually (Curşeu et al., 2020; Keshmirian et al., 2022). The current study will explore this phenomenon using the CNI model to decompose sensitivity to consequences (C), sensitivity to moral norms (N), and general preference for inaction versus action (I) in responses to moral dilemmas (Gawronski et al., 2017).

Published
2022
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41. The effects of alcohol on moral judgments

Author

Paruzel-Czachura, Mariola, Bialek, Michal, Gawronski, Bertram, Everett, Jim, and Pypno, Katarzyna

Subjects
CNI model, trolley dilemmas, utilitarianism, alcohol, impartial beneficence, Oxford Utilitarianism Scale, Social and Behavioral Sciences, moral judgment, humanities, instrumental harm
Abstract

We will investigate moral decision making under the influence of alcohol. We will use standard sacrificial “trolley” moral dilemmas (the footbridge case and switch case) to replicate past findings of increased pro-sacrificial (i.e. “utilitarian”) responding under the influence of alcohol, and two additional measurement instruments (OUS, CNI) to investigate the potential mechanisms behind the effect. We also aim to distinguish the effects of alcohol from subjective beliefs about being intoxicated using a placebo condition.

Published
2022
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42. COVID-19 International Survey - Canada

Author

Choma, Becky, Minda, John, Cunningham, William, Fugelsang, Jonathan, Nash, Kyle, Leota, Josh, Wohl, Michael, Habib, Rishad, Whillans, Ashley, Stefaniak, Anna, Walker, Alexander, Koehler, Derek, and Bialek, Michal

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

The COVID-19 pandemic is the most important issue facing the world today. The effects of this pandemic are health-related, economic, social, and cultural. This study is part of an international project to collect measures related to social & moral psychology and examine the relationship with attitudes and behavioural intentions related to COVID19. The measures include beliefs in conspiracy theories, cooperation, risk perception, social belonging, intellectual humility, national identification, collective narcissism, moral identity, political ideology, self-esteem, and cognitive reflection. The goal is to generate a massive multi-national sample of representative samples that can serve as a public good for the scientific community. This registration concerns the Canadian sample and additional research questions posed by those involved with collecting the Canadian sample.

Published
2022
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45. Data

Author

Ropovik, Ivan, Sawicki, Przemysław, Idzikowska, Katarzyna, Razza, Timothy, Gawryluk, Katarzyna, Day, Christopher, IJzerman, Hans, Ebersole, Charles, Tidwell, Natasha, Lima, Tiago, Wolf, Daniel, Novak, Sarah, Collins, W., Menon, Madhavi, de Souza, Luana, Boucher, Leanne, Bialek, Michal, Kraus, Sue, Weissgerber, Sophia, Baník, Gabriel, Kołodziej, Sabina, Babincak, Peter, Schütz, Astrid, Sternglanz, R. Weylin, Sullivan, Gavin, and Markiewicz, Łukasz

Subjects
ComputingMilieux_COMPUTERSANDEDUCATION
Abstract

De-identified data from individual labs

Published
2022
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46. Pilot 1 data

Author

Ropovik, Ivan, Sawicki, Przemysław, Idzikowska, Katarzyna, Razza, Timothy, Gawryluk, Katarzyna, Day, Christopher, IJzerman, Hans, Ebersole, Charles, Tidwell, Natasha, Lima, Tiago, Wolf, Daniel, Novak, Sarah, Collins, W., Menon, Madhavi, de Souza, Luana, Boucher, Leanne, Bialek, Michal, Kraus, Sue, Weissgerber, Sophia, Baník, Gabriel, Kołodziej, Sabina, Babincak, Peter, Schütz, Astrid, Sternglanz, R. Weylin, Sullivan, Gavin, and Markiewicz, Łukasz

Abstract

Data for Pilot 1

Published
2022
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47. CRT

Author

Idzikowska, Katarzyna and Bialek, Michal

Published
2022
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48. Pilot 1 analysis code

Author

Ropovik, Ivan, Sawicki, Przemysław, Idzikowska, Katarzyna, Razza, Timothy, Gawryluk, Katarzyna, Day, Christopher, IJzerman, Hans, Ebersole, Charles, Tidwell, Natasha, Lima, Tiago, Wolf, Daniel, Novak, Sarah, Collins, W., Menon, Madhavi, de Souza, Luana, Boucher, Leanne, Bialek, Michal, Kraus, Sue, Weissgerber, Sophia, Baník, Gabriel, Kołodziej, Sabina, Babincak, Peter, Schütz, Astrid, Sternglanz, R. Weylin, Sullivan, Gavin, and Markiewicz, Łukasz

Abstract

R code for the analysis of Pilot 1

Published
2022
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49. Penitence Congruity Effect

Author

Paruzel-Czachura, Mariola and Bialek, Michal

Abstract

In five experiments with a total N = 1559, we studied to which extent the perception of wrongdoers’ morality depends on wrongdoers’ cognitive and emotional penitence on the example of deontological beliefs and guilt. Both types of penitence improved the target’s moral impressions to a similar degree. We established a penitence congruity effect, whereby jointly signaling cognitive and emotional penitence amplifies the strength of each of these types of penitence. The penitence congruity effect was visible when participants compared several wrongdoers (Studies 1, 2, and 5) but disappeared when participants judged them independently (Studies 3 and 4). In a pre-registered Study 5, we showed how the credibility of the statements explained the penitence congruity effect: incongruent penitence (e.g., wrongdoer felt guilt but thought a murder could be justified) decreased the credibility of the positive statements and reduced its impact on the wrongdoer’s moral perception. Taken together, people who judge transgressors do incorporate information about their cognitive and emotional penitence and expect this information to be congruent.

Published
2022
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50. Pilot 2 data

Author

Ropovik, Ivan, Sawicki, Przemysław, Idzikowska, Katarzyna, Razza, Timothy, Gawryluk, Katarzyna, Day, Christopher, IJzerman, Hans, Ebersole, Charles, Tidwell, Natasha, Lima, Tiago, Wolf, Daniel, Novak, Sarah, Collins, W., Menon, Madhavi, de Souza, Luana, Boucher, Leanne, Bialek, Michal, Kraus, Sue, Weissgerber, Sophia, Baník, Gabriel, Kołodziej, Sabina, Babincak, Peter, Schütz, Astrid, Sternglanz, R. Weylin, Sullivan, Gavin, and Markiewicz, Łukasz

Abstract

Data for Pilot 2

Published
2022
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