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

Journal article


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, ... Moshontz, Hannah. (2021). A multi-country test of brief reappraisal interventions on emotions during the COVID-19 pandemic. Nature Human Behaviour. 5(8), pp. 1089-1110. https://doi.org/10.1038/s41562-021-01173-x
AuthorsWang, 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, FatahModarres, Saiedeh, 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, de Holanda Coelho, Gabriel Lins, 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, 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
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 that modifies how one thinks about a situation. Participants from 87 countries and regions (n = 21,644) were randomly assigned to one of two brief reappraisal interventions (reconstrual or repurposing) or one of two control conditions (active or passive). Results revealed that both reappraisal interventions (vesus both control conditions) consistently reduced negative emotions and increased positive emotions across different measures. Reconstrual and repurposing interventions had similar effects. Importantly, planned exploratory analyses indicated that reappraisal interventions did not reduce intentions to practice preventive health behaviours. The findings demonstrate the viability of creating scalable, low-cost interventions for use around the world.

Year2021
JournalNature Human Behaviour
Journal citation5 (8), pp. 1089-1110
PublisherNature Publishing Group
ISSN2397-3374
Digital Object Identifier (DOI)https://doi.org/10.1038/s41562-021-01173-x
Scopus EID2-s2.0-85111795195
Page range1089-1110
FunderAmazon Web Services (AWS)
Japan Society for the Promotion of Science (JSPS)
Ministry of Education University and Research (MIUR), Italy
University of Wroclaw
Charles University
Knut and Alice Wallenberg Foundation
Netherlands Organisation for Scientific Research (NWO)
Australian Research Council (ARC)
National Institutes of Health (NIH), United States of America
Huo Family Foundation
National Science Foundation (NSF)
Estonian Research Council
J. William Fulbright Program, United States of America
HSE University
Dominican University
French National Research Agency
Slovak Research and Development Agency
Publisher's version
License
All rights reserved
File Access Level
Controlled
Output statusPublished
Publication dates
Online02 Aug 2021
Publication process dates
Accepted28 Jun 2021
Deposited23 Nov 2022
ARC Funded ResearchThis output has been funded, wholly or partially, under the Australian Research Council Act 2001
Grant ID16h03079
17h00875
18k12015
20h04581
Q18
2016:0229
019.183sg.007
DP180102384
NIMH111640
1559511
RO1-CA-224545
PSG525
ANR-15-IDEX-02
APVV-20-0319
ANR-15-IDEX-04-LUE
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Ambron, Elisabetta, Rumiati, Raffaella I. and Foroni, Francesco. (2016). Do emotions or gender drive our actions? A study of motor distractibility. Cognitive Neuroscience. 7(1-4), pp. 160 - 169. https://doi.org/10.1080/17588928.2015.1085373
The contribution of emotional empathy to approachability judgments assigned to emotional faces is context specific
Willis, Megan, Lawson, Danielle, Ridley, Nicole, Koval, Peter and Rendell, Peter. (2015). The contribution of emotional empathy to approachability judgments assigned to emotional faces is context specific. Frontiers in Psychology (online). 6, pp. 1 - 10. https://doi.org/10.3389/fpsyg.2015.01209
When the mask `falls': The role of facial muscle resonance in memory for emotional language
Baumeister, Jenny C., Rumiati, Raffaella I. and Foroni, Francesco. (2015). When the mask `falls': The role of facial muscle resonance in memory for emotional language. Acta Psychologica. 155, pp. 29 - 36. https://doi.org/10.1016/j.actpsy.2014.11.012
Anodal tDCS targeting the right orbitofrontal cortex enhances facial expression recognition
Willis, Megan L., Murphy, Jillian M., Ridley, Nicole J. and Vercammen, Ans. (2015). Anodal tDCS targeting the right orbitofrontal cortex enhances facial expression recognition. Social Cognitive and Affective Neuroscience. 10(12), pp. 1677 - 1683. https://doi.org/10.1093/scan/nsv057
Situational context and perceived threat modulate approachability judgements to emotional faces
Willis, Megan, Windsor, Natalie, Lawson, Danielle and Ridley, Nicole. (2015). Situational context and perceived threat modulate approachability judgements to emotional faces. PLoS One (online). 10(6), pp. 1 - 15. https://doi.org/10.1371/journal.pone.0131472
Do we embody second language? Evidence for 'partial' simulation during processing of a second language
Foroni, Francesco. (2015). Do we embody second language? Evidence for 'partial' simulation during processing of a second language. Brain and Cognition. 99, pp. 8 - 16. https://doi.org/10.1016/j.bandc.2015.06.006
The attraction of emotions: Irrelevant emotional information modulates motor actions
Ambron, Elisabetta and Foroni, Francesco. (2014). The attraction of emotions: Irrelevant emotional information modulates motor actions. Psychonomic Bulletin and Review. 22(4), pp. 1117 - 1123. https://doi.org/10.3758/s13423-014-0779-y
The nature of facial expression recognition deficits following orbitofrontal cortex damage
Willis, Megan, Palermo, Romina, McGrillen, Ky and Miller, Laurie. (2014). The nature of facial expression recognition deficits following orbitofrontal cortex damage. Neuropsychology. 28(4), pp. 613 - 623. https://doi.org/10.1037/neu0000059
The FoodCast Research Image Database (FRIDa)
Foroni, Francesco, Pergola, Giulio, Argiris, Georgette and Rumiati, Raffaella I.. (2013). The FoodCast Research Image Database (FRIDa). Frontiers in Human Neuroscience. 7(51), pp. 1 - 19. https://doi.org/10.3389/fnhum.2013.00051
Abandoning a label doesn't make it disappear: The perseverance of labeling effects
Foroni, Francesco and Rothbart, Myron. (2013). Abandoning a label doesn't make it disappear: The perseverance of labeling effects. Journal of Experimental Social Psychology. https://doi.org/10.1016/j.jesp.2012.08.002
Comprehension of action negation involves inhibitory simulation
Foroni, Francesco and Semin, Gun R.. (2013). Comprehension of action negation involves inhibitory simulation. Frontiers in Human Neuroscience. 7(209), pp. 1 - 7. https://doi.org/10.3389/fnhum.2013.00209
The relationship between anxiety and the social judgements of approachability and trustworthiness
Willis, Megan, Dodd, Helen F. and Palermo, Romina. (2013). The relationship between anxiety and the social judgements of approachability and trustworthiness. PLoS ONE. 8(10), pp. 1 - 5. https://doi.org/10.1371/journal.pone.0076825
Comparing group dehumanization and intra-sexual competition among normally ovulating women and hormonal contraceptive users
Piccoli, Valentina, Foroni, Francesco and Carnaghi, Andrea. (2013). Comparing group dehumanization and intra-sexual competition among normally ovulating women and hormonal contraceptive users. Personality and Social Psychology Bulletin. 39(12), pp. 1600 - 1609. https://doi.org/10.1177/0146167213499025
But for the bad, there would not be good: Grounding valence in brightness through shared relational structures
Lakens, Daniel, Semin, Gun R. and Foroni, Francesco. (2012). But for the bad, there would not be good: Grounding valence in brightness through shared relational structures. Journal of Experimental Psychology. 141(3), pp. 584 - 594. https://doi.org/10.1037/a0026468
Not by thoughts alone: How language supersizes the cognitive toolkit
Ijzerman, Hans and Foroni, Francesco. (2012). Not by thoughts alone: How language supersizes the cognitive toolkit. Behavioral and Brain Sciences. https://doi.org/10.1017/S0140525X11002020
Not all implicit measures of attitudes are created equal: Evidence from an embodiment perspective
Foroni, Francesco and Semin, Gun R.. (2012). Not all implicit measures of attitudes are created equal: Evidence from an embodiment perspective. Journal of Experimental Social Psychology. 48(1), pp. 424 - 427. https://doi.org/10.1016/j.jesp.2011.08.015
Audible smiles and frowns affect speech comprehension
Quene, Hugo, Semin, Gun R. and Foroni, Francesco. (2012). Audible smiles and frowns affect speech comprehension. Speech Communication. 54(7), pp. 917 - 922. https://doi.org/10.1016/j.specom.2012.03.004
Category boundaries and category labels: When does a category name influence the perceived similarity of category members?
Foroni, Francesco and Rothbart, Myron. (2011). Category boundaries and category labels: When does a category name influence the perceived similarity of category members? Social cognition. 29(5), pp. 547 - 576. https://doi.org/10.1521/soco.2011.29.5.547
Social judgements are influenced by both facial expression and direction of eye gaze
Willis, Megan Louise, Palermo, Romina and Burke, Darren. (2011). Social judgements are influenced by both facial expression and direction of eye gaze. Social cognition. 29(4), pp. 415 - 429. https://doi.org/10.1521/soco.2011.29.4.415
Impaired holistic coding of facial expression and facial identity in congenital prosopagnosia
Palermo, Romina, Willis, Megan Louise, Rivolta, Davide, McKone, Elinor, Wilson, C Ellie and Calder, Andrew. (2011). Impaired holistic coding of facial expression and facial identity in congenital prosopagnosia. Neuropsychologia. 49(5), pp. 1226 - 1235. https://doi.org/10.1016/j.neuropsychologia.2011.02.021
Judging Approachability on the Face of It :The Influence of Face and Body Expressions on the Perception of Approachability
Willis, Megan Louise, Palermo, Romina and Burke, Darren. (2011). Judging Approachability on the Face of It :The Influence of Face and Body Expressions on the Perception of Approachability. Emotion. 11(3), pp. 514 - 523. https://doi.org/10.1037/a0022571
Why your highness needs the people: Comparing the absolute and relative representation of power in vertical space
Lakens, Daniel, Semin, Gun R. and Foroni, Francesco. (2011). Why your highness needs the people: Comparing the absolute and relative representation of power in vertical space. Social Psychology. 42(3), pp. 205 - 213. https://doi.org/10.1027/1864-9335/a000064
When does mimicry affect evaluative judgment?
Foroni, Francesco and Semin, Gun R.. (2011). When does mimicry affect evaluative judgment? Emotion. https://doi.org/10.1037/a0023163
Switching associations between facial identity and emotional expression : A behavioural and ERP study
Willis, Megan Louise, Palermo, Romina, Burke, Darren, Atkinson, Carmen and McArthur, Genevieve. (2010). Switching associations between facial identity and emotional expression : A behavioural and ERP study. NeuroImage. 50(1), pp. 329 - 339. https://doi.org/10.1016/j.neuroimage.2009.11.071
Orbitofrontal cortex lesions result in abnormal social judgements to emotional faces
Willis, Megan Louise, Palermo, Romina, Burke, Darren, McGrillen, Ky and Miller, Laurie. (2010). Orbitofrontal cortex lesions result in abnormal social judgements to emotional faces. Neuropsychologia. 48(7), pp. 2182 - 2187. https://doi.org/10.1016/j.neuropsychologia.2010.04.010