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1. The Psychological Science Accelerator’s COVID-19 rapid-response dataset

Author

Erin M. Buchanan, Savannah C. Lewis, Bastien Paris, Patrick S. Forscher, Jeffrey M. Pavlacic, Julie E. Beshears, Shira Meir Drexler, Amélie Gourdon-Kanhukamwe, Peter R Mallik, Miguel Alejandro A. Silan, Jeremy K. Miller, Hans IJzerman, Hannah Moshontz, Jennifer L. Beaudry, Jordan W. Suchow, Christopher R. Chartier, Nicholas A. Coles, MohammadHasan Sharifian, Anna Louise Todsen, Carmel A. Levitan, Flávio Azevedo, Nicole Legate, Blake Heller, Alexander J. Rothman, Charles A. Dorison, Brian P. Gill, Ke Wang, Vaughan W. Rees, Nancy Gibbs, Amit Goldenberg, Thuy-vy Thi Nguyen, James J. Gross, Gwenaêl Kaminski, Claudia C. von Bastian, Mariola Paruzel-Czachura, Farnaz Mosannenzadeh, Soufian Azouaghe, Alexandre Bran, Susana Ruiz-Fernandez, Anabela Caetano Santos, Niv Reggev, Janis H. Zickfeld, Handan Akkas, Myrto Pantazi, Ivan Ropovik, Max Korbmacher, Patrícia Arriaga, Biljana Gjoneska, Lara Warmelink, Sara G. Alves, Gabriel Lins de Holanda Coelho, Stefan Stieger, Vidar Schei, Paul H. P. Hanel, Barnabas Szaszi, Maksim Fedotov, Jan Antfolk, Gabriela-Mariana Marcu, Jana Schrötter, Jonas R. Kunst, Sandra J. Geiger, Adeyemi Adetula, Halil Emre Kocalar, Julita Kielińska, Pavol Kačmár, Ahmed Bokkour, Oscar J. Galindo-Caballero, Ikhlas Djamai, Sara Johanna Pöntinen, Bamikole Emmanuel AGESIN, Teodor Jernsäther, Anum Urooj, Nikolay R. Rachev, Maria Koptjevskaja-Tamm, Murathan Kurfalı, Ilse L. Pit, Ranran Li, Sami Çoksan, Dmitrii Dubrov, Tamar Elise Paltrow, Gabriel Baník, Tatiana Korobova, Anna Studzinska, Xiaoming Jiang, John Jamir Benzon R. Aruta, Jáchym Vintr, Faith Chiu, Lada Kaliska, Jana B. Berkessel, Murat Tümer, Sara Morales-Izquierdo, Hu Chuan-Peng, Kevin Vezirian, Anna Dalla Rosa, Olga Bialobrzeska, Martin R. Vasilev, Julia Beitner, Ondřej Kácha, Barbara Žuro, Minja Westerlund, Mina Nedelcheva-Datsova, Andrej Findor, Dajana Krupić, Marta Kowal, Adrian Dahl Askelund, Razieh Pourafshari, Jasna Milošević Đorđević, Nadya-Daniela Schmidt, Ekaterina Baklanova, Anna Szala, Ilya Zakharov, Marek A. Vranka, Keiko Ihaya, Caterina Grano, Nicola Cellini, Michał Białek, Lisa Anton-Boicuk, Ilker Dalgar, Arca Adıgüzel, Jeroen P. H. Verharen, Princess Lovella G. Maturan, Angelos P. Kassianos, Raquel Oliveira, Martin Čadek, Vera Cubela Adoric, Asil Ali Özdoğru, Therese E. Sverdrup, Balazs Aczel, Danilo Zambrano, Afroja Ahmed, Christian K. Tamnes, Yuki Yamada, Leonhard Volz, Naoyuki Sunami, Lilian Suter, Luc Vieira, Agata Groyecka-Bernard, Julia Arhondis Kamburidis, Ulf-Dietrich Reips, Mikayel Harutyunyan, Gabriel Agboola Adetula, Tara Bulut Allred, Krystian Barzykowski, Benedict G Antazo, Andras N. Zsido, Dušana Dušan Šakan, Wilson Cyrus-Lai, Lina Pernilla Ahlgren, Matej Hruška, Diego Vega, Efisio Manunta, Aviv Mokady, Mariagrazia Capizzi, Marcel Martončik, Nicolas Say, Katarzyna Filip, Roosevelt Vilar, Karolina Staniaszek, Milica Vdovic, Matus Adamkovic, Niklas Johannes, Nandor Hajdu, Noga Cohen, Clara Overkott, Dino Krupić, Barbora Hubena, Gustav Nilsonne, Giovanna Mioni, Claudio Singh Solorzano, Tatsunori Ishii, Zhang Chen, Elizaveta Kushnir, Cemre Karaarslan, Rafael R. Ribeiro, Ahmed Khaoudi, Małgorzata Kossowska, Jozef Bavolar, Karlijn Hoyer, Marta Roczniewska, Alper Karababa, Maja Becker, Renan P. Monteiro, Yoshihiko Kunisato, Irem Metin-Orta, Sylwia Adamus, Luca Kozma, Gabriela Czarnek, Artur Domurat, Eva Štrukelj, Daniela Serrato Alvarez, Michal Parzuchowski, Sébastien Massoni, Johanna Czamanski-Cohen, Ekaterina Pronizius, Fany Muchembled, Kevin van Schie, Aslı Saçaklı, Evgeniya Hristova, Anna O. Kuzminska, Abdelilah Charyate, Gijsbert Bijlstra, Reza Afhami, Nadyanna M. Majeed, Erica D. Musser, Miroslav Sirota, Robert M. Ross, Siu Kit Yeung, Marietta Papadatou-Pastou, Francesco Foroni, Inês A. T. Almeida, Dmitry Grigoryev, David M. G. Lewis, Dawn L. Holford, Steve M. J. Janssen, Srinivasan Tatachari, Carlota Batres, Jonas K. Olofsson, Shimrit Daches, Anabel Belaus, Gerit Pfuhl, Nadia Sarai Corral-Frias, Daniela Sousa, Jan Philipp Röer, Peder Mortvedt Isager, Hendrik Godbersen, Radoslaw B. Walczak, Natalia Van Doren, Dongning Ren, Tripat Gill, Martin Voracek, Lisa M. DeBruine, Michele Anne, Sanja Batić Očovaj, Andrew G. Thomas, Alexios Arvanitis, Thomas Ostermann, Kelly Wolfe, Nwadiogo Chisom Arinze, Carsten Bundt, Claus Lamm, Robert J Calin-Jageman, William E. Davis, Maria Karekla, Saša Zorjan, Lisa M. Jaremka, Jim Uttley, Monika Hricova, Monica A Koehn, Natalia Kiselnikova, Hui Bai, Anthony J. Krafnick, Busra Bahar Balci, Tonia Ballantyne, Samuel Lins, Zahir Vally, Celia Esteban-Serna, Kathleen Schmidt, Paulo Manuel L. Macapagal, Paulina Szwed, Przemysław Marcin Zdybek, David Moreau, W. Matthew Collins, Jennifer A. Joy-Gaba, Iris Vilares, Ulrich S. Tran, Jordane Boudesseul, Nihan Albayrak-Aydemir, Barnaby James Wyld Dixson, Jennifer T Perillo, Ana Ferreira, Erin C. Westgate, Christopher L. Aberson, Azuka Ikechukwu Arinze, Bastian Jaeger, Muhammad Mussaffa Butt, Jaime R. Silva, Daniel Shafik Storage, Allison P Janak, William Jiménez-Leal, Jose A. Soto, Agnieszka Sorokowska, Randy McCarthy, Alexa M Tullett, Martha Frias-Armenta, Matheus Fernando Felix Ribeiro, Andree Hartanto, Paul A. G. Forbes, Megan L. Willis, María del Carmen Tejada R, Adriana Julieth Olaya Torres, Ian D Stephen, David C. Vaidis, Anabel de la Rosa-Gómez, Karen Yu, Clare A. M. Sutherland, Mathi Manavalan, Behzad Behzadnia, Jan Urban, Ernest Baskin, Joseph P. McFall, Chisom Esther Ogbonnaya, Cynthia H. Y. Fu, Rima-Maria Rahal, Izuchukwu L. G. Ndukaihe, Thomas J. Hostler, Heather Barry Kappes, Piotr Sorokowski, Meetu Khosla, Ljiljana B. Lazarevic, Luis Eudave, Johannes K. Vilsmeier, Elkin O. Luis, Rafał Muda, Elena Agadullina, Rodrigo A. Cárcamo, Crystal Reeck, Gulnaz Anjum, Mónica Camila Toro Venegas, Michal Misiak, Richard M. Ryan, Nora L. Nock, Giovanni A. Travaglino, Michael C. Mensink, Gilad Feldman, Aaron L. Wichman, Weilun Chou, Ignazio Ziano, Martin Seehuus, William J. Chopik, Franki Y. H. Kung, Joelle Carpentier, Leigh Ann Vaughn, Hongfei Du, Qinyu Xiao, Tiago J. S. Lima, Chris Noone, Sandersan Onie, Frederick Verbruggen, Theda Radtke, and Maximilian A. Primbs

Subjects
Science
Abstract

Measurement(s) COVID-19 Protocols, Restrictions • Health Behaviors • Personality and Behavioral Change, CTCAE • Emotion • Message Framing • Self-Determination Technology Type(s) Survey • Experiment Design Type Factor Type(s) COVID-19 Protocols, Restrictions • Health Behaviors • Loss-Gain Framing • Cognitive Reappraisal • Self-Determination Messaging Sample Characteristic - Organism Homo Sample Characteristic - Environment Daily Life Sample Characteristic - Location North America • South America • Africa • Australia • Europe • United Kingdom • Asia

Published
2023
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2. Contextual factors predicting compliance behavior during the COVID-19 pandemic: A machine learning analysis on survey data from 16 countries

Author

Nandor Hajdu, Kathleen Schmidt, Gergely Acs, Jan P. Röer, Alberto Mirisola, Isabella Giammusso, Patrícia Arriaga, Rafael Ribeiro, Dmitrii Dubrov, Dmitry Grigoryev, Nwadiogo C. Arinze, Martin Voracek, Stefan Stieger, Matus Adamkovic, Mahmoud Elsherif, Bettina M. J. Kern, Krystian Barzykowski, Ewa Ilczuk, Marcel Martončik, Ivan Ropovik, Susana Ruiz-Fernandez, Gabriel Baník, José Luis Ulloa, Balazs Aczel, and Barnabas Szaszi

Subjects
Medicine, Science
Abstract

Voluntary isolation is one of the most effective methods for individuals to help prevent the transmission of diseases such as COVID-19. Understanding why people leave their homes when advised not to do so and identifying what contextual factors predict this non-compliant behavior is essential for policymakers and public health officials. To provide insight on these factors, we collected data from 42,169 individuals across 16 countries. Participants responded to items inquiring about their socio-cultural environment, such as the adherence of fellow citizens, as well as their mental states, such as their level of loneliness and boredom. We trained random forest models to predict whether someone had left their home during a one week period during which they were asked to voluntarily isolate themselves. The analyses indicated that overall, an increase in the feeling of being caged leads to an increased probability of leaving home. In addition, an increased feeling of responsibility and an increased fear of getting infected decreased the probability of leaving home. The models predicted compliance behavior with between 54% and 91% accuracy within each country’s sample. In addition, we modeled factors leading to risky behavior in the pandemic context. We observed an increased probability of visiting risky places as both the anticipated number of people and the importance of the activity increased. Conversely, the probability of visiting risky places increased as the perceived putative effectiveness of social distancing decreased. The variance explained in our models predicting risk ranged from < .01 to .54 by country. Together, our findings can inform behavioral interventions to increase adherence to lockdown recommendations in pandemic conditions.

Published
2022

3. PSACR: The Psychological Science Accelerator's COVID-19 Rapid-response Dataset

Author

Erin Michelle Buchanan, Savannah C Lewis, Bastien Paris, Patrick S. Forscher, Jeffrey Michael Pavlacic, Julie Beshears, Amélie Gourdon-Kanhukamwe, Peter Robert Mallik, Miguel Alejandro A. Silan, Jeremy K. Miller, Hans IJzerman, Jennifer L Beaudry, Jordan W Suchow, Christopher R. Chartier, Anna Louise Todsen, Carmel Levitan, Flavio Azevedo, Nicole Legate, Ke Wang, Gwenael Kaminski, Claudia Christina von Bastian, Mariola Paruzel-Czachura, Farnaz Mosannenzadeh, Soufian Azouaghe, Alexandre Bran, Susana Ruiz-Fernandez, Anabela Caetano Santos, Niv Reggev, Janis Zickfeld, Handan Akkas, Myrto Pantazi, Ivan Ropovik, Max Korbmacher, Patricia Arriaga, Biljana Gjoneska, Lara Warmelink, Sara Gouveia Alves, Gabriel Lins Holanda Coelho, Stefan Stieger, Vidar Schei, Paul H. P. Hanel, Barnabas Szaszi, Maksim Fedotov, Jan Antfolk, Gabriela Mariana Marcu, Jana Schrötter, Jonas R. Kunst, Sandra Jeanette Geiger, Adeyemi Adetula, Halil Emre Kocalar, Julita Kielińska, Pavol Kačmár, Oscar J. Galindo-Caballero, Sara Johanna Pöntinen, Bamikole Bamikole Agesin, Teodor Jernsäther, Anum Urooj, Nikolay R. Rachev, Maria Koptjevskaja-Tamm, Murathan Kurfalı, Ilse L. Pit, Ranran Li, Sami Çoksan, Dmitrii Dubrov, Tamar Paltrow, Gabriel Baník, Tatiana Korobova, Anna Studzinska, Xiaoming Jiang, JOHN JAMIR BENZON R. ARUTA, Jáchym Vintr, Faith Chiu, Lada Kaliska, Jana Berkessel, Murat Tümer, Sara Morales-Izquierdo, Hu Chuan-Peng, Kevin Vezirian, Anna Dalla Rosa, Nicholas Alvaro Coles, Blake Heller, Alexander Rothman, Vaughan W. Rees, Nancy Gibbs, Amit Goldenberg, James Gross, Olga Bialobrzeska, Martin R. Vasilev, Julia Beitner, Ondřej Kácha, Barbara Zuro, Minja Westerlund, Mina Nedelcheva-Datsova, Andrej Findor, Dajana Krupić, Marta Kowal, Adrian Dahl Askelund, Razieh Pourafshari, Jasna Milošević Đorđević, Nadya-Daniela Schmidt, Ekaterina Baklanova, Anna Szala, Marek Albert Vranka, Keiko Ihaya, Caterina Grano, Nicola Cellini, Michal Bialek, Lisa Anton-Boicuk, Ilker Dalgar, Arca Adıgüzel, Jeroen P. H. Verharen, Princess Lovella Gonzales Maturan, Angelos Kassianos, Raquel Alves Oliveira, Martin Čadek, Vera Cubela Adoric, Asil Ali Özdoğru, Therese E Sverdrup, Balazs Aczel, Danilo Zambrano, Christian K. Tamnes, Yuki Yamada, Leonhard Volz, Naoyuki Sunami, Lilian Suter, Luc Vieira, Agata Groyecka-Bernard, Julia Kamburidis, Ulf-Dietrich Reips, Mikayel Harutyunyan, Gabriel Agboola Adetula, Tara Bulut Allred, Krystian Barzykowski, Benedict Guzman Antazo, Dušana Šakan, Wilson Cyrus-Lai, Lina Ahlgren, Matej Hruška, Efisio Manunta, Aviv Mokady, Mariagrazia Capizzi, Marcel Martončik, Nicolas Say, Roosevelt Vilar, Karolina Staniaszek, Milica Vdovic, Matus Adamkovic, Niklas Johannes, Nandor Hajdu, Noga Cohen, Clara S. R. Overkott, Dino Krupić, Barbora Hubená, Gustav Nilsonne, Giovanna Mioni, Claudio Singh Solorzano, Tatsunori Ishii, Zhang Chen, Elizaveta Kushnir, CEMRE KARAARSLAN, Rafael Ramos Ribeiro, Małgorzata Kossowska, Jozef Bavolar, Karlijn Hoyer, Marta Roczniewska, Alper KARABABA, Maja Becker, Renan P. Monteiro, Yoshihiko Kunisato, Irem Metin-Orta, Luca Kozma, Gabriela Czarnek, Artur Domurat, Eva Štrukelj, Daniela Serrato Alvarez, Sébastien Massoni, Johanna Czamanski-Cohen, Ekaterina Pronizius, Fany Muchembled, Asli Sacakli, Evgeniya Hristova, Anna O. Kuzminska, Abdelilah CHARYATE, Gijsbert Bijlstra, Reza Afhami, Nadyanna M. Majeed, Erica D. Musser, Miroslav Sirota, Robert M Ross, Siu Kit Yeung, Marietta Papadatou-Pastou, Francesco Foroni, Inês A. T. Almeida, Dmitry Grigoryev, David M. G. Lewis, Dawn Liu Holford, Steve M. J. Janssen, Srinivasan Tatachari, Carlota Batres, Jonas Olofsson, Shimrit Daches, Anabel Belaus, Gerit Pfuhl, Nadia Saraí Corral-Frías, Daniela Sousa, Jan Philipp Röer, Peder Mortvedt Isager, Hendrik Godbersen, Radoslaw B. Walczak, Natalia Van Doren, Dongning Ren, Martin Voracek, Lisa Marie DeBruine, Michele Anne, Sanja Batić Očovaj, Andrew G. Thomas, Alexios Arvanitis, Thomas Ostermann, Kelly Wolfe, Nwadiogo Chisom Arinze, Claus Lamm, Robert Calin-Jageman, William E. Davis, Maria Karekla, Saša Zorjan, Lisa M Jaremka, Jim Uttley, Monika Hricova, Monica A Koehn, Hui Bai, Anthony James Krafnick, Busra Bahar Balci, Tonia Ballantyne, Samuel Lins, Zahir Vally, Celia Esteban Serna, Kathleen Schmidt, Paulo Manuel Labalan Macapagal, Paulina Szwed, Przemysław Zdybek, David Moreau, W. Matthew Collins, Jennifer Alana Joy-Gaba, Iris Vilares, Ulrich S. Tran, Jordane Boudesseul, Nihan Albayrak-Aydemir, Barnaby Dixson, Jennifer Torkildson Perillo, Ana Ferreira, Erin Corwin Westgate, Chris Aberson, Azuka Ikechukwu ARINZE, Bastian Jaeger, Muhammad Mussaffa Butt, Jaime Silva Rojas, Daniel Storage, Allison Janak, Jose Angel Soto, Agnieszka Sorokowska, Randy J. McCarthy, Alexa Mary Tullett, Martha Frias-Armenta, Matheus Fernando Felix Ribeiro, Andree Hartanto, Paul Forbes, Megan Willis, Adriana Olaya Torres, ANABEL DE LA ROSA GOMEZ, Clare Sutherland, Mathi Manavalan, Jan Urban, Ernest Baskin, Joseph Patrick McFall, Chisom Ogbonnaya, Cynthia H.Y. Fu, Rima-Maria Rahal, Izuchukwu Lawrence Gabriel Ndukaihe, Tom Hostler, Heather Barry Kappes, Piotr Sorokowski, Meetu Khosla, Johannes K Vilsmeier, Elkin Oswaldo Luis Garcia, Rafał Muda, Elena Agadullina, Rodrigo Cárcamo, Crystal Reeck, Gulnaz Anjum, Mónica Toro, Michał Misiak, Richard M. Ryan, Nora L. Nock, Giovanni A. Travaglino, Michael Craig Mensink, Gilad Feldman, Aaron Lee Wichman, Ignazio Ziano, Martin Seehuus, William J. Chopik, Franki Y. H. Kung, Joelle Carpentier, Leigh Ann Vaughn, Hongfei Du, Qinyu Xiao, Tiago J. S. Lima, Chris Noone, Sandersan Onie, Frederick Verbruggen, Theda Radtke, Ljiljana B. Lazarevic, Ahmed Khaoudi, Ahmed Bokkour, Ikhlas Djamai, Ian David Stephen, Thuy-vy Thi Nguyen, Brian P. Gill, Hannah Moshontz, Charles Dorison, Karen Yu, Diego Vega, Natalya Kiselnikova, Michal Parzuchowski, Sylwia Adamus, Ilya Zakharov, Luis Eudave, Afroja Ahmed, Kevin van Schie, Wlliam Alexander Jimenez Leal, MohammadHasan Sharifian, David C. Vaidis, Katarzyna Filip, Carsten Bundt, Behzad Behzadnia, Tripat Gill, Weilun Chou, Maria del Carmen, and Maximilian Primbs

Abstract

In response to the COVID-19 pandemic, the Psychological Science Accelerator coordinated three large-scale psychological studies to examine the effects of loss-gain framing, cognitive reappraisals, and autonomy framing manipulations on behavioral intentions and affective measures. The data collected (April to October 2020) included specific measures for each experimental study, a general questionnaire examining health prevention behaviors and COVID-19 experience, geographical and cultural context characterization, and demographic information for each participant. Each participant started the study with the same general questions and then was randomized to complete either one longer experiment or two shorter experiments. Data were provided by 73,223 participants with varying completion rates. Participants completed the survey from 111 geopolitical regions in 44 unique languages/dialects. The anonymized dataset described here is provided in both raw and processed formats to facilitate re-use and further analyses. The dataset offers secondary analytic opportunities to explore coping, framing, and self-determination across a diverse, global sample obtained at the onset of the COVID-19 pandemic, which can be merged with other time-sampled or geographic data.

Published
2023

4. Situational factors shape moral judgements in the trolley dilemma in Eastern, Southern and Western countries in a culturally diverse sample

Author

Bence Bago, Marton Kovacs, John Protzko, Tamas Nagy, Zoltan Kekecs, Bence Palfi, Matus Adamkovic, Sylwia Adamus, Sumaya Albalooshi, Nihan Albayrak-Aydemir, Ilham N. Alfian, Sinan Alper, Sara Alvarez-Solas, Sara G. Alves, Santiago Amaya, Pia K. Andresen, Gulnaz Anjum, Daniel Ansari, Patrícia Arriaga, John Jamir Benzon R. Aruta, Alexios Arvanitis, Peter Babincak, Krystian Barzykowski, Bana Bashour, Ernest Baskin, Luisa Batalha, Carlota Batres, Jozef Bavolar, Fatih Bayrak, Benjamin Becker, Maja Becker, Anabel Belaus, Michał Białek, Ennio Bilancini, Daniel Boller, Leonardo Boncinelli, Jordane Boudesseul, Benjamin T. Brown, Erin M. Buchanan, Muhammad M. Butt, Dustin P. Calvillo, Nate C. Carnes, Jared B. Celniker, Christopher R. Chartier, William J. Chopik, Poom Chotikavan, Hu Chuan-Peng, Rockwell F. Clancy, Ogeday Çoker, Rita C. Correia, Vera Cubela Adoric, Carmelo P. Cubillas, Stefan Czoschke, Yalda Daryani, Job A. M. de Grefte, Wieteke C. de Vries, Elif G. Demirag Burak, Carina Dias, Barnaby J. W. Dixson, Xinkai Du, Francesca Dumančić, Andrei Dumbravă, Natalia B. Dutra, Janina Enachescu, Celia Esteban-Serna, Luis Eudave, Thomas R. Evans, Gilad Feldman, Fatima M. Felisberti, Susann Fiedler, Andrej Findor, Alexandra Fleischmann, Francesco Foroni, Radka Francová, Darius-Aurel Frank, Cynthia H. Y. Fu, Shan Gao, Omid Ghasemi, Ali-Reza Ghazi-Noori, Maliki E. Ghossainy, Isabella Giammusso, Tripat Gill, Biljana Gjoneska, Mario Gollwitzer, Aurélien Graton, Maurice Grinberg, Agata Groyecka-Bernard, Elizabeth A. Harris, Andree Hartanto, Widad A. N. M. Hassan, Javad Hatami, Katrina R. Heimark, Jasper J. J. Hidding, Evgeniya Hristova, Matej Hruška, Charlotte A. Hudson, Richard Huskey, Ayumi Ikeda, Yoel Inbar, Gordon P. D. Ingram, Ozan Isler, Chris Isloi, Aishwarya Iyer, Bastian Jaeger, Steve M. J. Janssen, William Jiménez-Leal, Biljana Jokić, Pavol Kačmár, Veselina Kadreva, Gwenaël Kaminski, Farzan Karimi-Malekabadi, Arno T. A. Kasper, Keith M. Kendrick, Bradley J. Kennedy, Halil E. Kocalar, Rabia I. Kodapanakkal, Marta Kowal, Elliott Kruse, Lenka Kučerová, Anton Kühberger, Anna O. Kuzminska, Fanny Lalot, Claus Lamm, Joris Lammers, Elke B. Lange, Anthony Lantian, Ivy Y.-M. Lau, Ljiljana B. Lazarevic, Marijke C. Leliveld, Jennifer N. Lenz, Carmel A. Levitan, Savannah C. Lewis, Manyu Li, Yansong Li, Haozheng Li, Tiago J. S. Lima, Samuel Lins, Marco Tullio Liuzza, Paula Lopes, Jackson G. Lu, Trent Lynds, Martin Máčel, Sean P. Mackinnon, Madhavilatha Maganti, Zoe Magraw-Mickelson, Leon F. Magson, Harry Manley, Gabriela M. Marcu, Darja Masli Seršić, Celine-Justine Matibag, Alan D. A. Mattiassi, Mahdi Mazidi, Joseph P. McFall, Neil McLatchie, Michael C. Mensink, Lena Miketta, Taciano L. Milfont, Alberto Mirisola, Michal Misiak, Panagiotis Mitkidis, Mehrad Moeini-Jazani, Arash Monajem, David Moreau, Erica D. Musser, Erita Narhetali, Danielle P. Ochoa, Jerome Olsen, Nicholas C. Owsley, Asil A. Özdoğru, Miriam Panning, Marietta Papadatou-Pastou, Neha Parashar, Philip Pärnamets, Mariola Paruzel-Czachura, Michal Parzuchowski, Julia V. Paterlini, Jeffrey M. Pavlacic, Mehmet Peker, Kim Peters, Liudmila Piatnitckaia, Isabel Pinto, Monica Renee Policarpio, Nada Pop-Jordanova, Annas J. Pratama, Maximilian A. Primbs, Ekaterina Pronizius, Danka Purić, Elisa Puvia, Vahid Qamari, Kun Qian, Alain Quiamzade, Beáta Ráczová, Diego A. Reinero, Ulf-Dietrich Reips, Cecilia Reyna, Kimberly Reynolds, Matheus F. F. Ribeiro, Jan P. Röer, Robert M. Ross, Petros Roussos, Fernando Ruiz-Dodobara, Susana Ruiz-Fernandez, Bastiaan T. Rutjens, Katarzyna Rybus, Adil Samekin, Anabela C. Santos, Nicolas Say, Christoph Schild, Kathleen Schmidt, Karolina A. Ścigała, MohammadHasan Sharifian, Jiaxin Shi, Yaoxi Shi, Erin Sievers, Miroslav Sirota, Michael Slipenkyj, Çağlar Solak, Agnieszka Sorokowska, Piotr Sorokowski, Sinem Söylemez, Niklas K. Steffens, Ian D. Stephen, Anni Sternisko, Laura Stevens-Wilson, Suzanne L. K. Stewart, Stefan Stieger, Daniel Storage, Justine Strube, Kyle J. Susa, Raluca D. Szekely-Copîndean, Natalia M. Szostak, Bagus Takwin, Srinivasan Tatachari, Andrew G. Thomas, Kevin E. Tiede, Lucas E. Tiong, Mirjana Tonković, Bastien Trémolière, Lauren V. Tunstead, Belgüzar N. Türkan, Mathias Twardawski, Miguel A. Vadillo, Zahir Vally, Leigh Ann Vaughn, Bruno Verschuere, Denis Vlašiček, Martin Voracek, Marek A. Vranka, Shuzhen Wang, Skye-Loren West, Stephen Whyte, Leigh S. Wilton, Anna Wlodarczyk, Xue Wu, Fei Xin, Su Yadanar, Hiroshi Yama, Yuki Yamada, Onurcan Yilmaz, Sangsuk Yoon, Danielle M. Young, Ilya Zakharov, Rizqy A. Zein, Ingo Zettler, Iris L. Žeželj, Don C. Zhang, Jin Zhang, Xiaoxiao Zheng, Rink Hoekstra, Balazs Aczel, Department of Social Psychology, Burak, Elif Gizem Demirağ, Bago, Bence, Kovacs, Marton, Protzko, John, Nagy, Tamas, Kekecs, Zoltan, Palfi, Bence, Adamkovic, Matus, Adamus, Sylwia, Albalooshi, Sumaya, Albayrak-Aydemir, Nihan, Alfian, Ilham N., Alper, Sinan, Alvarez-Solas, Sara, Alves, Sara G., Amaya, Santiago, Andresen, Pia K., Anjum, Gulnaz, Ansari, Daniel, Arriaga, Patricia, Aruta, John Jamir Benzon R., Arvanitis, Alexios, Babincak, Peter, Barzykowski, Krystian, Bashour, Bana, Baskin, Ernest, Batalha, Luisa, Batres, Carlota, Bavolar, Jozef, Bayrak, Fatih, Becker, Benjamin, Becker, Maja, Belaus, Anabel, Bialek, Michal, Bilancini, Ennio, Boller, Daniel, Boncinelli, Leonardo, Boudesseul, Jordane, Brown, Benjamin T., Buchanan, Erin M., Butt, Muhammad M., Calvillo, Dustin P., Carnes, Nate C., Celniker, Jared B., Chartier, Christopher R., Chopik, William J., Chotikavan, Poom, Chuan-Peng, Hu, Clancy, Rockwell F., Coker, Ogeday, Correia, Rita C., Adoric, Vera Cubela, Cubillas, Carmelo P., Czoschke, Stefan, Daryani, Yalda, de Grefte, Job A. M., de Vries, Wieteke C., Dias, Carina, Dixson, Barnaby J. W., Du, Xinkai, Dumancic, Francesca, Dumbrava, Andrei, Dutra, Natalia B., Enachescu, Janina, Esteban-Serna, Celia, Eudave, Luis, Evans, Thomas R., Feldman, Gilad, Felisberti, Fatima M., Fiedler, Susann, Findor, Andrej, Fleischmann, Alexandra, Foroni, Francesco, Francova, Radka, Frank, Darius-Aurel, Fu, Cynthia H. Y., Gao, Shan, Ghasemi, Omid, Ghazi-Noori, Ali-Reza, Ghossainy, Maliki E., Giammusso, Isabella, Gill, Tripat, Gjoneska, Biljana, Gollwitzer, Mario, Graton, Aurelien, Grinberg, Maurice, Groyecka-Bernard, Agata, Harris, Elizabeth A., Hartanto, Andree, Hassan, Widad A. N. M., Hatami, Javad, Heimark, Katrina R., Hidding, Jasper J. J., Hristova, Evgeniya, Hruska, Matej, Hudson, Charlotte A., Huskey, Richard, Ikeda, Ayumi, Inbar, Yoel, Ingram, Gordon P. D., Isler, Ozan, Isloi, Chris, Iyer, Aishwarya, Jaeger, Bastian, Janssen, Steve M. J., Jimenez-Leal, William, Jokic, Biljana, Kacmar, Pavol, Kadreva, Veselina, Kaminski, Gwenael, Karimi-Malekabadi, Farzan, Kasper, Arno T. A., Kendrick, Keith M., Kennedy, Bradley J., Kocalar, Halil E., Kodapanakkal, Rabia I., Kowal, Marta, Kruse, Elliott, Kucerova, Lenka, Kuehberger, Anton, Kuzminska, Anna O., Lalot, Fanny, Lamm, Claus, Lammers, Joris, Lange, Elke B., Lantian, Anthony, Lau, Ivy Y. -M., Lazarevic, Ljiljana B., Leliveld, Marijke C., Lenz, Jennifer N., Levitan, Carmel A., Lewis, Savannah C., Li, Manyu, Li, Yansong, Li, Haozheng, Lima, Tiago J. S., Lins, Samuel, Liuzza, Marco Tullio, Lopes, Paula, Lu, Jackson G., Lynds, Trent, Macel, Martin, Mackinnon, Sean P., Maganti, Madhavilatha, Magraw-Mickelson, Zoe, Magson, Leon F., Manley, Harry, Marcu, Gabriela M., Sersic, Darja Masli, Matibag, Celine-Justine, Mattiassi, Alan D. A., Mazidi, Mahdi, McFall, Joseph P., McLatchie, Neil, Mensink, Michael C., Miketta, Lena, Milfont, Taciano L., Mirisola, Alberto, Misiak, Michal, Mitkidis, Panagiotis, Moeini-Jazani, Mehrad, Monajem, Arash, Moreau, David, Musser, Erica D., Narhetali, Erita, Ochoa, Danielle P., Olsen, Jerome, Owsley, Nicholas C., Ozdogru, Asil A., Panning, Miriam, Papadatou-Pastou, Marietta, Parashar, Neha, Parnamets, Philip, Paruzel-Czachura, Mariola, Parzuchowski, Michal, Paterlini, Julia V., Pavlacic, Jeffrey M., Peker, Mehmet, Peters, Kim, Piatnitckaia, Liudmila, Pinto, Isabel, Policarpio, Monica Renee, Pop-Jordanova, Nada, Pratama, Annas J., Primbs, Maximilian A., Pronizius, Ekaterina, Puric, Danka, Puvia, Elisa, Qamari, Vahid, Qian, Kun, Quiamzade, Alain, Raczova, Beata, Reinero, Diego A., Reips, Ulf-Dietrich, Reyna, Cecilia, Reynolds, Kimberly, Ribeiro, Matheus F. F., Roeer, Jan P., Ross, Robert M., Roussos, Petros, Ruiz-Dodobara, Fernando, Ruiz-Fernandez, Susana, Rutjens, Bastiaan T., Rybus, Katarzyna, Samekin, Adil, Santos, Anabela C., Say, Nicolas, Schild, Christoph, Schmidt, Kathleen, Scigala, Karolina A., Sharifian, MohammadHasan, Shi, Jiaxin, Shi, Yaoxi, Sievers, Erin, Sirota, Miroslav, Slipenkyj, Michael, Solak, Caglar, Sorokowska, Agnieszka, Sorokowski, Piotr, Soylemez, Sinem, Steffens, Niklas K., Stephen, Ian D., Sternisko, Anni, Stevens-Wilson, Laura, Stewart, Suzanne L. K., Stieger, Stefan, Storage, Daniel, Strube, Justine, Susa, Kyle J., Szekely-Copindean, Raluca D., Szostak, Natalia M., Takwin, Bagus, Tatachari, Srinivasan, Thomas, Andrew G., Tiede, Kevin E., Tiong, Lucas E., Tonkovic, Mirjana, Tremoliere, Bastien, Tunstead, Lauren V., Turkan, Belguzar N., Twardawski, Mathias, Vadillo, Miguel A., Vally, Zahir, Vaughn, Leigh Ann, Verschuere, Bruno, Vlasicek, Denis, Voracek, Martin, Vranka, Marek A., Wang, Shuzhen, West, Skye-Loren, Whyte, Stephen, Wilton, Leigh S., Wlodarczyk, Anna, Wu, Xue, Xin, Fei, Yadanar, Su, Yama, Hiroshi, Yamada, Yuki, Yilmaz, Onurcan, Yoon, Sangsuk, Young, Danielle M., Zakharov, Ilya, Zein, Rizqy A., Zettler, Ingo, Zezelj, Iris L., Zhang, Don C., Zhang, Jin, Zheng, Xiaoxiao, Hoekstra, Rink, Aczel, Balazs, College of Social Sciences and Humanities, Department of Psychology, Bence Bago, Marton Kovacs , John Protzko, Tamas Nagy , Zoltan Kekecs , Bence Palfi, Matus Adamkovic, Sylwia Adamus, Sumaya Albalooshi, Nihan Albayrak-Aydemir , Ilham N. Alfian, Sinan Alper , Sara Alvarez-Solas ,Sara G. Alves , Santiago Amaya , Pia K. Andresen , Gulnaz Anjum , Daniel Ansari, Patrícia Arriaga , John Jamir Benzon R. Aruta, Alexios Arvanitis, Peter Babincak, Krystian Barzykowski, Bana Bashour , Ernest Baskin , Luisa Batalha, Carlota Batres, Jozef Bavolar , Fatih Bayrak, Benjamin Becker, Maja Becker, Anabel Belaus, Michał Białek, Ennio Bilancini, Daniel Boller, Leonardo Boncinelli, Jordane Boudesseul, Benjamin T. Brown, Erin M. Buchanan, Muhammad M. Butt, Dustin P. Calvillo, Nate C. Carnes, Jared B. Celniker, Christopher R. Chartier, William J. Chopik, Poom Chotikavan, Hu Chuan-Peng, Rockwell F. Clancy, Ogeday Çoker, Rita C. Correia, Vera Cubela Adoric, Carmelo P. Cubillas, Stefan Czoschke, Yalda Daryani, Job A. M. de Grefte, Wieteke C. de Vries, Elif G. Demirag Burak, Carina Dias, Barnaby J. W. Dixson, Xinkai Du, Francesca Dumančić, Andrei Dumbravă, Natalia B. Dutra, Janina Enachescu, Celia Esteban-Serna, Luis Eudave, Thomas R. Evans, Gilad Feldman, Fatima M. Felisberti, Susann Fiedler, Andrej Findor, Alexandra Fleischmann, Francesco Foroni, Radka Francová, Darius-Aurel Frank, Cynthia H. Y. Fu, Shan Gao, Omid Ghasemi, Ali-Reza Ghazi-Noori, Maliki E. Ghossainy, Isabella Giammusso, Tripat Gill, Biljana Gjoneska, Mario Gollwitzer, Aurélien Graton, Maurice Grinberg, Agata Groyecka-Bernard, Elizabeth A. Harris, Andree Hartanto, Widad A. N. M. Hassan, Javad Hatami, Katrina R. Heimark, Jasper J. J. Hidding, Evgeniya Hristova, Matej Hruška, Charlotte A. Hudson, Richard Huskey, Ayumi Ikeda, Yoel Inbar, Gordon P. D. Ingram, Ozan Isler, Chris Isloi, Aishwarya Iyer, Bastian Jaeger, Steve M. J. Janssen, William Jiménez-Leal, Biljana Jokić, Pavol Kačmár, Veselina Kadreva, Gwenaël Kaminski, Farzan Karimi-Malekabadi, Arno T. A. Kasper, Keith M. Kendrick, Bradley J. Kennedy, Halil E. Kocalar, Rabia I. Kodapanakkal, Marta Kowal, Elliott Kruse, Lenka Kučerová, Anton Kühberger, Anna O. Kuzminska, Fanny Lalot, Claus Lamm, Joris Lammers, Elke B. Lange, Anthony Lantian, Ivy Y.-M. Lau, Ljiljana B. Lazarevic, Marijke C. Leliveld, Jennifer N. Lenz, Carmel A. Levitan, Savannah C. Lewis, Manyu Li, Yansong Li, Haozheng Li, Tiago J. S. Lima, Samuel Lins, Marco Tullio Liuzza, Paula Lopes, Jackson G. Lu, Trent Lynds, Martin Máčel, Sean P. Mackinnon, Madhavilatha Maganti, Zoe Magraw-Mickelson, Leon F. Magson, Harry Manley, Gabriela M. Marcu, Darja Masli Seršić, Celine-Justine Matibag, Alan D. A. Mattiassi, Mahdi Mazidi, Joseph P. McFall, Neil McLatchie, Michael C. Mensink, Lena Miketta, Taciano L. Milfont, Alberto Mirisola, Michal Misiak, Panagiotis Mitkidis, Mehrad Moeini-Jazani, Arash Monajem, David Moreau, Erica D. Musser, Erita Narhetali, Danielle P. Ochoa, Jerome Olsen, Nicholas C. Owsley, Asil A. Özdoğru, Miriam Panning, Marietta Papadatou-Pastou, Neha Parashar, Philip Pärnamets, Mariola Paruzel-Czachura, Michal Parzuchowski, Julia V. Paterlini, Jeffrey M. Pavlacic, Mehmet Peker, Kim Peters, Liudmila Piatnitckaia, Isabel Pinto, Monica Renee Policarpio, Nada Pop-Jordanova, Annas J. Pratama, Maximilian A. Primbs, Ekaterina Pronizius, Danka Purić, Elisa Puvia, Vahid Qamari, Kun Qian, Alain Quiamzade, Beáta Ráczová, Diego A. Reinero, Ulf-Dietrich Reips, Cecilia Reyna, Kimberly Reynolds, Matheus F. F. Ribeiro, Jan P. Röer, Robert M. Ross, Petros Roussos, Fernando Ruiz-Dodobara, Susana Ruiz-Fernandez, Bastiaan T. Rutjens, Katarzyna Rybus, Adil Samekin, Anabela C. Santos, Nicolas Say, Christoph Schild, Kathleen Schmidt, Karolina A. Ścigała, MohammadHasan Sharifian, Jiaxin Shi, Yaoxi Shi, Erin Sievers, Miroslav Sirota, Michael Slipenkyj, Çağlar Solak, Agnieszka Sorokowska, Piotr Sorokowski, Sinem Söylemez, Niklas K. Steffens, Ian D. Stephen, Anni Sternisko, Laura Stevens-Wilson, Suzanne L. K. Stewart, Stefan Stieger, Daniel Storage, Justine Strube, Kyle J. Susa, Raluca D. Szekely-Copîndean, Natalia M. Szostak, Bagus Takwin, Srinivasan Tatachari, Andrew G. Thomas, Kevin E. Tiede, Lucas E. Tiong, Mirjana Tonković, Bastien Trémolière, Lauren V. Tunstead, Belgüzar N. Türkan, Mathias Twardawski, Miguel A. Vadillo, Zahir Vally, Leigh Ann Vaughn, Bruno Verschuere, Denis Vlašiček, Martin Voracek, Marek A. Vranka, Shuzhen Wang, Skye-Loren West, Stephen Whyte, Leigh S. Wilton, Anna Wlodarczyk, Xue Wu, Fei Xin, Su Yadanar, Hiroshi Yama, Yuki Yamada, Onurcan Yilmaz, Sangsuk Yoon, Danielle M. Young, Ilya Zakharov, Rizqy A. Zein, Ingo Zettler, Iris L. Žeželj, Don C. Zhang, Jin Zhang, Xiaoxiao Zheng,194, Rink Hoekstra and Balazs Aczel, Research Programme Marketing, Research and Evaluation of Educational Effectiveness, Faculdade de Psicologia e de Ciências da Educação, Management and Organisation, Organizational Psychology, and Sociology [until 2010]

Subjects
trolley, Situational factors, SDG 16 - Peace, Social Psychology, Individuality, BF, Experimental and Cognitive Psychology, Intention, Eastern, HM, psychology, Morals, Social Development, trolley dilemma, Behavioral Neuroscience, Judgment, ddc:150, replicability, cultural universality, Humans, Psychology, Pendiente, SHAME, CONFLICT, Behaviour Change and Well-being, philosophy, SDG 16 - Peace, Justice and Strong Institutions, moral judgement, SDG 10 - Reduced Inequalities, Justice and Strong Institutions, MODEL, NORMS, Knowledge, PROCESS DISSOCIATION, moral judgements, UTILITARIAN JUDGMENTS, Settore M-PSI/05 - Psicologia Sociale, Moral judgments, Trolley dilemma, cultural universality and variations, replication study, RESPONSES
Abstract

The study of moral judgements often centres on moral dilemmas in which options consistent with deontological perspectives (that is, emphasizing rules, individual rights and duties) are in conflict with options consistent with utilitarian judgements (that is, following the greater good based on consequences). Greene et al. (2009) showed that psychological and situational factors (for example, the intent of the agent or the presence of physical contact between the agent and the victim) can play an important role in moral dilemma judgements (for example, the trolley problem). Our knowledge is limited concerning both the universality of these effects outside the United States and the impact of culture on the situational and psychological factors affecting moral judgements. Thus, we empirically tested the universality of the effects of intent and personal force on moral dilemma judgements by replicating the experiments of Greene et al. in 45 countries from all inhabited continents. We found that personal force and its interaction with intention exert influence on moral judgements in the US and Western cultural clusters, replicating and expanding the original findings. Moreover, the personal force effect was present in all cultural clusters, suggesting it is culturally universal. The evidence for the cultural universality of the interaction effect was inconclusive in the Eastern and Southern cultural clusters (depending on exclusion criteria). We found no strong association between collectivism/individualism and moral dilemma judgements. Including participants from 45 countries, Bago et al. find that the situational factors that affect moral reasoning are shared across countries, with diminished observed cultural variation., Comunidad de Madrid [2016-T1/SOC-1395, 2020-5A/SOC-19723]; AEI [PSI2017-85159-P]; UE/FEDER; National Science Centre, Poland [2017/01/X/HS6/01332, 2015/19/D/HS6/00641, 2019/35/B/HS6/00528]; Aarhus University Research Foundation (AUFF) [AUFF-E-2019-9-4]; ANR [ANR-17-EURE-0010]; ANR Labex IAST; Australian Research Council [DP180102384]; CAPES [88887.364180/2019-00]; Carlsberg Foundation [CF16-0444]; Independent Research Fund Denmark [7024-00057B]; Germany's Excellence Strategy [EXC 2126/1-390838866]; FONDECYT, CONICYT [11190980]; German Research Foundation [FOR-2150, LA 3566/1-2]; JSPS [18K03010]; JSPS KAKENHI [16H03079, 17H00875, 18K12015, 20H04581, 17H06342, 20K03479, 20KK0054, 20J21976]; Natural Science Foundation of China (NSFC) [31530032]; Key Technological Projects of Guangdong Province [2018B030335001]; National Science Foundation Graduate Research Fellowship [DGE-1839285]; Polish National Science Center; DFG Beethoven [2016/23/G/HS6/01775]; Portuguese National Foundation for Science and Technology [SFRH/BD/126304/2016, UID/PSI/03125/2019]; PRIN 2017 (Italian Ministry of Education and Research) [20178293XT]; PSA 006 BRA 008 Data Collection in Support of PSADM 001 Measurement Invariance Project; Foundation for Polish Science (START); National Science Centre [2020/36/T/HS6/00256, 2019/33/N/HS6/00054]; Slovak Research and Development Agency [APVV-18-0140, APVV-17-0418, PRIMUS/20/HUM/009, APVV-17-0596]; Social Sciences and Humanities Research Council of Canada [950-224884]; Swedish Research Council [2016-06793]; Project of Philosophy and Social Science Research in Colleges and Universities in Jiangsu Province [2020SJA0017], M.A. Vadillo was supported by 2016-T1/SOC-1395 and 2020-5A/SOC-19723 from Comunidad de Madrid, PSI2017-85159-P from AEI and UE/FEDER. M.P.-C. was supported by 2017/01/X/HS6/01332 from the National Science Centre, Poland. P.M. was supported by Aarhus University Research Foundation (AUFF), starting grant: AUFF-E-2019-9-4. B. Bago was supported by ANR grant ANR-17-EURE-0010 (Investissements d'Avenir programme) and ANR Labex IAST. R.M.R. was supported by the Australian Research Council (DP180102384). N.B.D. was supported by CAPES grant no. 88887.364180/2019-00. C.S., K.A.. and I. Zettler were supported by the Carlsberg Foundation (CF16-0444) and the Independent Research Fund Denmark (7024-00057B). J.L. was supported by EXC 2126/1-390838866 under Germany's Excellence Strategy. K.B. was supported by the following grants from the National Science Centre, Poland: (1) while working on the data collection, no. 2015/19/D/HS6/00641, (2) while working on the final version of the paper, no. 2019/35/B/HS6/00528. A.W. was supported by FONDECYT 11190980, CONICYT. A. Fleischmann was supported by the German Research Foundation (research unit grant FOR-2150, LA 3566/1-2). H.Y. was supported by JSPS grant 18K03010. Y.Y. was supported by JSPS KAKENHI (16H03079, 17H00875, 18K12015 and 20H04581). K.Q. was supported by JSPS KAKENHI (17H06342, 20K03479 and 20KK0054). A. Ikeda was supported by JSPS KAKENHI (20J21976). K.M.K. was supported by National Natural Science Foundation of China (NSFC) grant no. 31530032 and Key Technological Projects of Guangdong Province grant no. 2018B030335001. J.B.C. was supported by National Science Foundation Graduate Research Fellowship grant no. DGE-1839285. M. Parzuchowski, K. Rybus and N.M.S. were supported by Polish National Science Center and DFG Beethoven grant 2016/23/G/HS6/01775. A.C.S. was supported by Portuguese National Foundation for Science and Technology grant no. SFRH/BD/126304/2016. L. Boncinelli was supported by PRIN 2017 grant no. 20178293XT (Italian Ministry of Education and Research). M.F.F.R. was supported by PSA 006 BRA 008 Data Collection in Support of PSADM 001 Measurement Invariance Project. M. Misiak was supported by a scholarship from the Foundation for Polish Science (START) and by a scholarship from the National Science Centre (2020/36/T/HS6/00256). P.B. was supported by Slovak Research and Development Agency project no. APVV-18-0140. M.A. was supported by Slovak Research and Development Agency project no. APVV-17-0418 and project PRIMUS/20/HUM/009. A. Findor and M.H. were supported by the Slovak Research and Development Agency under contract no. APVV-17-0596. T.G. was supported by the Social Sciences and Humanities Research Council of Canada (no. 950-224884). P.P. was supported by the Swedish Research Council (2016-06793). Y.L. was supported by The Project of Philosophy and Social Science Research in Colleges and Universities in Jiangsu Province (grant no. 2020SJA0017). M. Kowal was supported by a scholarship from the National Science Centre (2019/33/N/HS6/00054). P.A. was supported by UID/PSI/03125/2019 from the Portuguese National Foundation for Science and Technology. The funders had no role in study design, data collection and analysis, decision to publish or preparation of the manuscript.

Published
2022
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5. A multi-lab test of the facial feedback hypothesis by the Many Smiles Collaboration

Author

Nicholas A. Coles, David S. March, Fernando Marmolejo-Ramos, Jeff T. Larsen, Nwadiogo C. Arinze, Izuchukwu L. G. Ndukaihe, Megan L. Willis, Francesco Foroni, Niv Reggev, Aviv Mokady, Patrick S. Forscher, John F. Hunter, Gwenaël Kaminski, Elif Yüvrük, Aycan Kapucu, Tamás Nagy, Nandor Hajdu, Julian Tejada, Raquel M. K. Freitag, Danilo Zambrano, Bidisha Som, Balazs Aczel, Krystian Barzykowski, Sylwia Adamus, Katarzyna Filip, Yuki Yamada, Ayumi Ikeda, Daniel L. Eaves, Carmel A. Levitan, Sydney Leiweke, Michal Parzuchowski, Natalie Butcher, Gerit Pfuhl, Dana M. Basnight-Brown, José A. Hinojosa, Pedro R. Montoro, Lady G. Javela D, Kevin Vezirian, Hans IJzerman, Natalia Trujillo, Sarah D. Pressman, Pascal M. Gygax, Asil A. Özdoğru, Susana Ruiz-Fernandez, Phoebe C. Ellsworth, Lowell Gaertner, Fritz Strack, Marco Marozzi, Marco Tullio Liuzza, Coles, Nicholas A, March, David S, Marmolejo-Ramos, Fernando, Larsen, Jeff T, and Liuzza, Marco Tullio

Subjects
Settore M-PSI/01 - Psicologia Generale, Double-Blind, replication, botulinum-toxin-a, Social Psychology, Computer science, emotion, Replication, Emotional embodiment, emotion, facial expressions, multicentre study, pen-in-mouth task, Expression, Experimental and Cognitive Psychology, facial expressions, onabotulinumtoxina, Behavioral Neuroscience, experience, Human–computer interaction, expression, Settore SECS-S/05 - Statistica Sociale, Facial feedback hypothesis, methodological problems, Placebo, Emotion, Experience, Depression, Methodological Problems, Settore M-PSI/03 - Psicometria, Botulinum-Toxin-A, multicentre study, Emotional embodiment, Test (assessment), stomatognathic diseases, Onabotulinumtoxina, depression, placebo, double-blind, Settore SECS-S/01 - Statistica, pen-in-mouth task
Abstract

Following theories of emotional embodiment, the facial feedback hypothesis suggests that individuals' subjective experiences of emotion are influenced by their facial expressions. However, evidence for this hypothesis has been mixed. We thus formed a global adversarial collaboration and carried out a preregistered, multicentre study designed to specify and test the conditions that should most reliably produce facial feedback effects. Data from n = 3,878 participants spanning 19 countries indicated that a facial mimicry and voluntary facial action task could both amplify and initiate feelings of happiness. However, evidence of facial feedback effects was less conclusive when facial feedback was manipulated unobtrusively via a pen-in-mouth task., National Science Centre, Poland [2019/35/B/HS6/00528]; JSPS KAKENHI [16H03079, 17H00875, 18K12015, 20H04581, 21H03784]; National Council for Scientific and Technological Development (CNPq); Polish National Science Center; DFG Beethoven grant [2016/23/G/HS6/01775]; National Science Foundation Graduate Research Fellowship [R010138018]; Ministerio de Ciencia, Innovacion y Universidades [PGC2018-098558-B-I00]; Comunidad de Madrid [H2019/HUM-5705]; Teesside University; Occidental College Academic Student Project Award, This work was financially supported by B. Stastny, who generously donated funds for this research in memory of his father, Bill Stastny (J.T.L.). The work was also supported by the National Science Centre, Poland (grant no. 2019/35/B/HS6/00528; K.B.), JSPS KAKENHI (grant nos 16H03079, 17H00875, 18K12015, 20H04581 and 21H03784; Y.Y.), the National Council for Scientific and Technological Development (CNPq; R.M.K.F.), the Polish National Science Center (M.P.), the DFG Beethoven grant no. 2016/23/G/HS6/01775 (M.P.), the National Science Foundation Graduate Research Fellowship (grant no. R010138018; N.A.C.), the Ministerio de Ciencia, Innovacion y Universidades (grant no. PGC2018-098558-B-I00; J.A.H.), the Comunidad de Madrid (grant no. H2019/HUM-5705; J.A.H.), Teesside University (N.B.) and the Occidental College Academic Student Project Award (S.L.). The funders had no role in study design, data collection and analysis, decision to publish or preparation of the manuscript. We also thank C. Scavo and A. Bidani for help with translating the study materials, L. Pullano and R. Giorgini for help with coding, and E. Tolomeo and L. Pane for help with data collection.

Published
2022

6. Contextual factors predicting compliance behavior during the COVID-19 pandemic: A machine learning analysis on survey data from 16 countries

Author

Nandor Hajdu, Kathleen Schmidt, Gergely Acs, Jan P. Röer, Alberto Mirisola, Isabella Giammusso, Patrícia Arriaga, Rafael Ribeiro, Dmitrii Dubrov, Dmitry Grigoryev, Nwadiogo C. Arinze, Martin Voracek, Stefan Stieger, Matus Adamkovic, Mahmoud Elsherif, Bettina M. J. Kern, Krystian Barzykowski, Ewa Ilczuk, Marcel Martončik, Ivan Ropovik, Susana Ruiz-Fernandez, Gabriel Baník, José Luis Ulloa, Balazs Aczel, Barnabas Szaszi, N. Hajdu, K. Schmidt, G. Ac, J.P. Röer, Alberto Mirisola, Isabella Giammusso, P. Arriaga, R. Ribeiro, D. Dubrov, D. Grigoryev, N. C. Arinze, M. Voracek, S. Stieger, M. Adamkovic, M. Elsherif, B. M. J. Kern, K. Barzykowski, E. Ilczuk, M. Martončik, I. Ropovik, S. Ruiz-Fernandez, G. Baník, J. L. Ulloa, B. Aczel, and B. Szaszi

Subjects
Multidisciplinary, Physical Distancing, social distancing, COVID-19, Ciências Sociais::Psicologia [Domínio/Área Científica], lockdown, Machine Learning, voluntary isolation, Communicable Disease Control, Humans, multi-national study, Settore M-PSI/05 - Psicologia Sociale, Pandemics, random forest
Abstract

Voluntary isolation is one of the most effective methods for individuals to help prevent the transmission of diseases such as COVID-19. Understanding why people leave their homes when advised not to do so and identifying what contextual factors predict this non-compliant behavior is essential for policymakers and public health officials. To provide insight on these factors, we collected data from 42,169 individuals across 16 countries. Participants responded to items inquiring about their socio-cultural environment, such as the adherence of fellow citizens, as well as their mental states, such as their level of loneliness and boredom. We trained random forest models to predict whether someone had left their home during a one week period during which they were asked to voluntarily isolate themselves. The analyses indicated that overall, an increase in the feeling of being caged leads to an increased probability of leaving home. In addition, an increased feeling of responsibility and an increased fear of getting infected decreased the probability of leaving home. The models predicted compliance behavior with between 54% and 91% accuracy within each country’s sample. In addition, we modeled factors leading to risky behavior in the pandemic context. We observed an increased probability of visiting risky places as both the anticipated number of people and the importance of the activity increased. Conversely, the probability of visiting risky places increased as the perceived putative effectiveness of social distancing decreased. The variance explained in our models predicting risk ranged from < .01 to .54 by country. Together, our findings can inform behavioral interventions to increase adherence to lockdown recommendations in pandemic conditions.

Published
2021

7. Publisher correction: Situational factors shape moral judgements in the trolley dilemma in Eastern, Southern and Western countries in a culturally diverse sample

Author

Bence Bago, Marton Kovacs, John Protzko, Tamas Nagy, Zoltan Kekecs, Bence Palfi, Matus Adamkovic, Sylwia Adamus, Sumaya Albalooshi, Nihan Albayrak-Aydemir, Ilham N. Alfian, Sinan Alper, Sara Alvarez-Solas, Sara G. Alves, Santiago Amaya, Pia K. Andresen, Gulnaz Anjum, Daniel Ansari, Patrícia Arriaga, John Jamir Benzon R. Aruta, Alexios Arvanitis, Peter Babincak, Krystian Barzykowski, Bana Bashour, Ernest Baskin, Luisa Batalha, Carlota Batres, Jozef Bavolar, Fatih Bayrak, Benjamin Becker, Maja Becker, Anabel Belaus, Michał Białek, Ennio Bilancini, Daniel Boller, Leonardo Boncinelli, Jordane Boudesseul, Benjamin T. Brown, Erin M. Buchanan, Muhammad M. Butt, Dustin P. Calvillo, Nate C. Carnes, Jared B. Celniker, Christopher R. Chartier, William J. Chopik, Poom Chotikavan, Hu Chuan-Peng, Rockwell F. Clancy, Ogeday Çoker, Rita C. Correia, Vera Cubela Adoric, Carmelo P. Cubillas, Stefan Czoschke, Yalda Daryani, Job A. M. de Grefte, Wieteke C. de Vries, Elif G. Demirag Burak, Carina Dias, Barnaby J. W. Dixson, Xinkai Du, Francesca Dumančić, Andrei Dumbravă, Natalia B. Dutra, Janina Enachescu, Celia Esteban-Serna, Luis Eudave, Thomas R. Evans, Gilad Feldman, Fatima M. Felisberti, Susann Fiedler, Andrej Findor, Alexandra Fleischmann, Francesco Foroni, Radka Francová, Darius-Aurel Frank, Cynthia H. Y. Fu, Shan Gao, Omid Ghasemi, Ali-Reza Ghazi-Noori, Maliki E. Ghossainy, Isabella Giammusso, Tripat Gill, Biljana Gjoneska, Mario Gollwitzer, Aurélien Graton, Maurice Grinberg, Agata Groyecka-Bernard, Elizabeth A. Harris, Andree Hartanto, Widad A. N. M. Hassan, Javad Hatami, Katrina R. Heimark, Jasper J. J. Hidding, Evgeniya Hristova, Matej Hruška, Charlotte A. Hudson, Richard Huskey, Ayumi Ikeda, Yoel Inbar, Gordon P. D. Ingram, Ozan Isler, Chris Isloi, Aishwarya Iyer, Bastian Jaeger, Steve M. J. Janssen, William Jiménez-Leal, Biljana Jokić, Pavol Kačmár, Veselina Kadreva, Gwenaël Kaminski, Farzan Karimi-Malekabadi, Arno T. A. Kasper, Keith M. Kendrick, Bradley J. Kennedy, Halil E. Kocalar, Rabia I. Kodapanakkal, Marta Kowal, Elliott Kruse, Lenka Kučerová, Anton Kühberger, Anna O. Kuzminska, Fanny Lalot, Claus Lamm, Joris Lammers, Elke B. Lange, Anthony Lantian, Ivy Y.-M. Lau, Ljiljana B. Lazarevic, Marijke C. Leliveld, Jennifer N. Lenz, Carmel A. Levitan, Savannah C. Lewis, Manyu Li, Yansong Li, Haozheng Li, Tiago J. S. Lima, Samuel Lins, Marco Tullio Liuzza, Paula Lopes, Jackson G. Lu, Trent Lynds, Martin Máčel, Sean P. Mackinnon, Madhavilatha Maganti, Zoe Magraw-Mickelson, Leon F. Magson, Harry Manley, Gabriela M. Marcu, Darja Masli Seršić, Celine-Justine Matibag, Alan D. A. Mattiassi, Mahdi Mazidi, Joseph P. McFall, Neil McLatchie, Michael C. Mensink, Lena Miketta, Taciano L. Milfont, Alberto Mirisola, Michal Misiak, Panagiotis Mitkidis, Mehrad Moeini-Jazani, Arash Monajem, David Moreau, Erica D. Musser, Erita Narhetali, Danielle P. Ochoa, Jerome Olsen, Nicholas C. Owsley, Asil A. Özdoğru, Miriam Panning, Marietta Papadatou-Pastou, Neha Parashar, Philip Pärnamets, Mariola Paruzel-Czachura, Michal Parzuchowski, Julia V. Paterlini, Jeffrey M. Pavlacic, Mehmet Peker, Kim Peters, Liudmila Piatnitckaia, Isabel Pinto, Monica Renee Policarpio, Nada Pop-Jordanova, Annas J. Pratama, Maximilian A. Primbs, Ekaterina Pronizius, Danka Purić, Elisa Puvia, Vahid Qamari, Kun Qian, Alain Quiamzade, Beáta Ráczová, Diego A. Reinero, Ulf-Dietrich Reips, Cecilia Reyna, Kimberly Reynolds, Matheus F. F. Ribeiro, Jan P. Röer, Robert M. Ross, Petros Roussos, Fernando Ruiz-Dodobara, Susana Ruiz-Fernandez, Bastiaan T. Rutjens, Katarzyna Rybus, Adil Samekin, Anabela C. Santos, Nicolas Say, Christoph Schild, Kathleen Schmidt, Karolina A. Ścigała, MohammadHasan Sharifian, Jiaxin Shi, Yaoxi Shi, Erin Sievers, Miroslav Sirota, Michael Slipenkyj, Çağlar Solak, Agnieszka Sorokowska, Piotr Sorokowski, Sinem Söylemez, Niklas K. Steffens, Ian D. Stephen, Anni Sternisko, Laura Stevens-Wilson, Suzanne L. K. Stewart, Stefan Stieger, Daniel Storage, Justine Strube, Kyle J. Susa, Raluca D. Szekely-Copîndean, Natalia M. Szostak, Bagus Takwin, Srinivasan Tatachari, Andrew G. Thomas, Kevin E. Tiede, Lucas E. Tiong, Mirjana Tonković, Bastien Trémolière, Lauren V. Tunstead, Belgüzar N. Türkan, Mathias Twardawski, Miguel A. Vadillo, Zahir Vally, Leigh Ann Vaughn, Bruno Verschuere, Denis Vlašiček, Martin Voracek, Marek A. Vranka, Shuzhen Wang, Skye-Loren West, Stephen Whyte, Leigh S. Wilton, Anna Wlodarczyk, Xue Wu, Fei Xin, Su Yadanar, Hiroshi Yama, Yuki Yamada, Onurcan Yilmaz, Sangsuk Yoon, Danielle M. Young, Ilya Zakharov, Rizqy A. Zein, Ingo Zettler, Iris L. Žeželj, Don C. Zhang, Jin Zhang, Xiaoxiao Zheng, Rink Hoekstra, and Balazs Aczel

Subjects
Behavioral Neuroscience, Behaviour Change and Well-being, Social Psychology, Experimental and Cognitive Psychology, Social Development
Abstract

Correction to: Nature Human Behaviour https://doi.org/10.1038/s41562-022-01319-5, published online 14 April 2022.

Published
2022

8. A global test of brief reappraisal interventions on emotions during the COVID-19 pandemic

Author

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

Subjects
PsyArXiv|Social and Behavioral Sciences, bepress|Social and Behavioral Sciences, PsyArXiv|Social and Behavioral Sciences|Emotion
Abstract

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 which modifies how one thinks about a situation. Participants from 87 countries/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 (vs. both control conditions) had consistent effects in reducing negative emotions and increasing positive emotions across different measures. Reconstrual and repurposing 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 to build resilience during the pandemic and beyond.

Published
2020
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9. Registered Replication Report: A Large Multilab Cross-Cultural Conceptual Replication of Turri, Buckwalter, & Blouw (2015)

Author

Braeden Forrester Hall, Kathleen Schmidt, Jordan Rose Wagge, Savannah C Lewis, Sophia Christin Weissgerber, Felix Kiunke, Gerit Pfuhl, Stefan Stieger, Ulrich S. Tran, Krystian Barzykowski, Natalia Bogatyreva, Marta Kowal, Karlijn Massar, Felizitas Pernerstorfer, Piotr Sorokowski, Martin Voracek, Christopher R. Chartier, Mark John Brandt, Jon E. Grahe, Asil Ali Özdoğru, Michael Andreychik, Sau-Chin Chen, Thomas Rhys Evans, Caro Hautekiet, Hans IJzerman, Pavol Kačmár, Anthony James Krafnick, Erica D. Musser, Evie Vergauwe, Kaitlyn M. Werner, Balazs Aczel, Patricia Arriaga, Carlota Batres, Jennifer L Beaudry, Florian Cova, Simona Ďurbisová, Leslie D. Cramblet Alvarez, Gilad Feldman, Hendrik Godbersen, Jaroslav Gottfried, Gerald Haeffel, Andree Hartanto, Chris Isloi, Joseph Patrick McFall, Marina Milyavskaya, David Moreau, Ester Nosáľová, Kostas Papaioannou, Susana Ruiz-Fernandez, Jana Schrötter, Daniel Storage, Kevin Vezirian, Leonhard Volz, Yanna J Weisberg, Qinyu Xiao, Dana Awlia, Hannah Branit, Megan Dunn, Agata Groyecka-Bernard, Ricky Haneda, Gabriela Kalistová, Julita Kielińska, Caroline Kolle, Paweł Lubomski, Alexys Miller, Martin Jensen Mækelæ, Myrto Pantazi, Rafael Ramos Ribeiro, Robert M Ross, Agnieszka Sorokowska, Chris Aberson, Xanthippi Alexi Vassiliou, Bradley James Baker, Miklos Bognar, Chin Wen Cong, Alexander Francois Danvers, William E. Davis, Vilius Dranseika, Andrei Dumbravă, Harry Farmer, Andy Peter Field, Patrick S. Forscher, Aurélien GRATON, Nandor Hajdu, Peter A Howlett, Radoslaw Kabut, Emmett M. Larsen, Sean T. H. Lee, Nicole Legate, Carmel Levitan, Neil L Levy, Jackson G. Lu, Michał Misiak, Roxana E. Morariu, Jennifer Novak, Ekaterina Pronizius, Irina Prusova, Athulya Sammanee Rathnayake, Marina Romanova, Jan Philipp Röer, Waldir M. Sampaio, Christoph Schild, Michael Schulte-Mecklenbeck, Ian David Stephen, Peter Szecsi, Elizabeth Takacs, Julia Teeter, Elian H. Thiele-Evans, Julia Paterlini, Iris Vilares, Louise Villafana, Ke Wang, Raymond Wu, Sara Álvarez Solas, Hannah Moshontz, and Erin Michelle Buchanan

Subjects
Cognitive science, Psychology, Replication (computing), Epistemics
Abstract

According to the Justified True Belief account of knowledge (JTB), a person can only truly know something if they have a belief that is both justified and true (i.e., knowledge is justified true belief). This account was challenged by Gettier (1963), who argued that JTB does not explain knowledge attributions in certain situations, later called Gettier-type cases, wherein a protagonist is justified in believing something to be true but their belief was only correct due to luck. Lay people may not attribute knowledge to protagonists with justified but only luckily true beliefs. While some research has found evidence for these so-called Gettier intuitions (e.g., Machery et al., 2017a), Turri et al. (2015) found that participants attributed knowledge in Gettier-type cases at rates similar to cases of justified true belief. In a large-scale, cross-cultural conceptual replication of Turri and colleagues’ (2015) Experiment 1 (N = 4724), we failed to replicate this null result using a within-subjects design and three vignettes across 19 geopolitical regions. Instead, participants demonstrated Gettier intuitions; they were 1.86 times more likely to attribute knowledge to protagonists in standard cases of justified true belief than to protagonists in Gettier-type cases. These results suggest that Gettier intuitions may be common across different scenarios and cultural contexts. When assessing the knowledge of others, lay people may rely on a shared set of epistemic intuitions (i.e., a core folk epistemology) that requires more than simply justification, belief, and truth. However, the size of the Gettier intuition effect did vary by vignette, and the Turri et al. (2015) vignette produced the smallest effect. Thus, epistemic intuitions may also depend on contextual factors unrelated to the criteria of knowledge, such as the characteristics of the protagonist being evaluated.

Published
2018
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10. Influence of Resilience and Optimism on Distress and Intention to Self-Isolate: Contrasting Lower and Higher COVID-19 Illness Risk Samples From an Extended Health Belief Model

Author

Sergio Cervera-Torres, Susana Ruiz-Fernández, Hendrik Godbersen, Lena Massó, David Martínez-Rubio, Sheila Pintado-Cucarella, and Rosa M. Baños

Subjects
COVID-19, resilience (psychological), dispositional optimism, distress, intention to self-isolate, health belief model, Psychology, BF1-990
Abstract

The study investigated the influence of resilience and dispositional optimism on, first, emotional distress and, second, the intention to self-isolate, experienced by people with a lower and higher illness risk, during the lockdown imposed in Spain during the first COVID-19 wave. These effects were investigated against the background of the Health Belief Model (HBM). A convenience sample of N = 325 participants completed an online survey including an ad-hoc questionnaire measuring the HBM core factors: Perceived health threat (susceptibility and severity of getting infected), and perceived quarantine benefits and costs. Self-efficacy and perceived social pressure were also measured. Based on reviews regarding pandemic outbreaks, quarantine benefits were conceptualized as the perceived effectiveness and solidary contribution of self-isolating in line with the quarantine protocols. Quarantine “psychosocial” costs were conceptualized as a composite of perceived boredom, loneliness, and economic concerns. Findings revealed an asymmetrical pattern of results so that (i) people at higher risk were more distressed by the perceived severity of getting infected whereas people at lower risk were more distressed by the psychosocial costs. Moreover, (ii) resilience and optimism were more “protective” against distress within the lower and higher risk groups, respectively. In addition, (iii) quarantine benefits and self-efficacy promoted the intention to self-isolate within both groups. However, (iv) optimism hindered such intention. This finding is discussed in the light of links between dispositional optimism and optimistic bias; the underestimation of experiencing negative events, which can relax the perceived health risk. Based on these findings, communication campaigns should prioritize information about the effectiveness of the implemented preventive behaviors rather than the costs of not implementing them, and be cautionary in encouraging excessive optimism.

Published
2021
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11. How People Evaluate Anti-Corona Measures for Their Social Spheres: Attitude, Subjective Norm, and Perceived Behavioral Control

Author

Hendrik Godbersen, Laura Anna Hofmann, and Susana Ruiz-Fernández

Subjects
COVID-19, COVID-19 and social spheres, anti-Corona measures, COVID-19 and theory of planned behavior, anti-Corona measures and theory of planned behavior, means-end theory of complex cognitive structures, Psychology, BF1-990
Abstract

Restrictions on outdoor activities, tips for hygiene, and tips for mental health are among the most common initiatives to counter the COVID-19 pandemic. These measures aim to protect people’s health and, at the same time, impact their social lives. So far, it is little known how people evaluate those anti-Corona measures with regard to their social spheres (close family, wider family and friends, colleagues, and society). Furthermore, it is plausible that the subjective evaluation of attitudinal objects and especially severe events, like the COVID-19 pandemic and the related counter-measures, is multidimensional. Against this background, we combine the social spheres with the elements of the Theory of Planned Behavior. On the methodological basis of the Means-End Theory of Complex Cognitive Structures, we determine the perceived relevance and quality of the attitude, subjective norm, perceived behavioral control, and social spheres regarding anti-Corona measures. Furthermore, the applied methodology allows the deduction of norm strategies to define the priority of securing or increasing the effectiveness of elements of anti-Corona measures. Based on the answers of 663 participants, we found that the protection from COVID-19 and its consequences (attitude) are more important to people than the practicability of anti-Corona measures in their social lives (perceived behavioral control), which, again, has a higher subjective relevance than the willingness to fulfill the expectations of others (subjective norm). Additionally, people distinguish between their close family (higher subjective relevance) and their other social spheres (lower subjective relevance). The people attribute the highest quality to the tips on hygiene, followed by the restrictions on outdoor activities and the tips for mental health. The protection and practicability of the anti-Corona measures have higher quality ratings than the willingness to fulfill the expectations of others. Based on the norm strategies, policymakers should secure the effectiveness of the current anti-Corona measures with a high priority by focusing on the protection and practicability with regard to close and wider family and friends. Increasing the effectiveness of the protection and practicability of anti-Corona measures in work and society also has a high priority. Focusing on the subjective norm should be of lower priority.

Published
2020
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12. Manipulating the Alpha Level Cannot Cure Significance Testing

Author

David Trafimow, Valentin Amrhein, Corson N. Areshenkoff, Carlos J. Barrera-Causil, Eric J. Beh, Yusuf K. Bilgiç, Roser Bono, Michael T. Bradley, William M. Briggs, Héctor A. Cepeda-Freyre, Sergio E. Chaigneau, Daniel R. Ciocca, Juan C. Correa, Denis Cousineau, Michiel R. de Boer, Subhra S. Dhar, Igor Dolgov, Juana Gómez-Benito, Marian Grendar, James W. Grice, Martin E. Guerrero-Gimenez, Andrés Gutiérrez, Tania B. Huedo-Medina, Klaus Jaffe, Armina Janyan, Ali Karimnezhad, Fränzi Korner-Nievergelt, Koji Kosugi, Martin Lachmair, Rubén D. Ledesma, Roberto Limongi, Marco T. Liuzza, Rosaria Lombardo, Michael J. Marks, Gunther Meinlschmidt, Ladislas Nalborczyk, Hung T. Nguyen, Raydonal Ospina, Jose D. Perezgonzalez, Roland Pfister, Juan J. Rahona, David A. Rodríguez-Medina, Xavier Romão, Susana Ruiz-Fernández, Isabel Suarez, Marion Tegethoff, Mauricio Tejo, Rens van de Schoot, Ivan I. Vankov, Santiago Velasco-Forero, Tonghui Wang, Yuki Yamada, Felipe C. M. Zoppino, and Fernando Marmolejo-Ramos

Subjects
statistical significance, null hypothesis testing, p-value, significance testing, decision making, Psychology, BF1-990
Abstract

We argue that making accept/reject decisions on scientific hypotheses, including a recent call for changing the canonical alpha level from p = 0.05 to p = 0.005, is deleterious for the finding of new discoveries and the progress of science. Given that blanket and variable alpha levels both are problematic, it is sensible to dispense with significance testing altogether. There are alternatives that address study design and sample size much more directly than significance testing does; but none of the statistical tools should be taken as the new magic method giving clear-cut mechanical answers. Inference should not be based on single studies at all, but on cumulative evidence from multiple independent studies. When evaluating the strength of the evidence, we should consider, for example, auxiliary assumptions, the strength of the experimental design, and implications for applications. To boil all this down to a binary decision based on a p-value threshold of 0.05, 0.01, 0.005, or anything else, is not acceptable.

Published
2018
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13. Does Grammatical Number Influence the Semantic Priming Between Number Cues and Words Related to Vertical Space? An Investigation Using Virtual Reality

Author

Martin Lachmair, Susana Ruiz Fernandez, and Peter Gerjets

Subjects
numerical cognition, grammatical number, space-number associations, space-word associations, grounded cognition, embodied cognition, Psychology, BF1-990
Abstract

The GES framework postulates a hierarchical order between grounded, embodied, and situated representations. Against this background, the present study investigated the relation of two effects: (i) a semantic priming between number cues and words with referents up or down in the world according to the number's magnitude which is supposed to be grounded (cf. Lachmair et al., 2014) and (ii) the compatibility between number cues and the grammatical word form of the words according to the number's multitude which is supposed to be embodied (cf. Roettger and Domahs, 2015). In two experiments words referring to objects up or down in the world and spatially neutral words were presented subsequent to the numbers “1” and “9.” In Experiment 1 words were presented in singular word form and in Experiment 2 in plural word form. For the first time, Virtual Reality was used in such an experimental setup in order to reduce spatial predispositions of participants and to provide a homogeneous experimental environment for replication purposes. According to GES it was expected that the spatial semantic priming should occur in both grammatical word forms. However, the compatibility with grammatical number should only occur for the plural word form due to its markedness. The results of Experiment 1 support the spatial-semantic-priming-hypothesis but not the grammatical-number-hypothesis. The results of Experiment 2 supported only the grammatical-number-hypothesis. It is argued that the grounded spatial effect of Experiment 1 was not affected by grammatical number. However, in Experiment 2 this effect vanished due to an activated embodied reference frame according to grammatical number.

Published
2018
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14. How Body Orientation Affects Concepts of Space, Time and Valence: Functional Relevance of Integrating Sensorimotor Experiences during Word Processing.

Author

Martin Lachmair, Susana Ruiz Fernandez, Nils-Alexander Bury, Peter Gerjets, Martin H Fischer, and Otmar L Bock

Subjects
Medicine, Science
Abstract

The aim of the present study was to test the functional relevance of the spatial concepts UP or DOWN for words that use these concepts either literally (space) or metaphorically (time, valence). A functional relevance would imply a symmetrical relationship between the spatial concepts and words related to these concepts, showing that processing words activate the related spatial concepts on one hand, but also that an activation of the concepts will ease the retrieval of a related word on the other. For the latter, the rotation angle of participant's body position was manipulated either to an upright or a head-down tilted body position to activate the related spatial concept. Afterwards participants produced in a within-subject design previously memorized words of the concepts space, time and valence according to the pace of a metronome. All words were related either to the spatial concept UP or DOWN. The results including Bayesian analyses show (1) a significant interaction between body position and words using the concepts UP and DOWN literally, (2) a marginal significant interaction between body position and temporal words and (3) no effect between body position and valence words. However, post-hoc analyses suggest no difference between experiments. Thus, the authors concluded that integrating sensorimotor experiences is indeed of functional relevance for all three concepts of space, time and valence. However, the strength of this functional relevance depends on how close words are linked to mental concepts representing vertical space.

Published
2016
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