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2. Consistent Approximation of Epidemic Dynamics on Degree-heterogeneous Clustered Networks

Author

Bishop, A., Kiss, I. Z., and House, T.

Subjects
Quantitative Biology - Populations and Evolution, Physics - Physics and Society
Abstract

Realistic human contact networks capable of spreading infectious disease, for example studied in social contact surveys, exhibit both significant degree heterogeneity and clustering, both of which greatly affect epidemic dynamics. To understand the joint effects of these two network properties on epidemic dynamics, the effective degree model of Lindquist et al. is reformulated with a new moment closure to apply to highly clustered networks. A simulation study comparing alternative ODE models and stochastic simulations is performed for SIR (Susceptible-Infected-Removed) epidemic dynamics, including a test for the conjectured error behaviour in Pellis et al., providing evidence that this novel model can be a more accurate approximation to epidemic dynamics on complex networks than existing approaches., Comment: 14 pages, 7 figures

Published
2018

6. A global experiment on motivating social distancing during the COVID-19 pandemic

Author

Legate, N, Ngyuen, T-V, Weinstein, N, Moller, A, Legault, L, Vally, Z, Tajchman, Z, Zsido, AN, Zrimsek, M, Chen, Z, Ziano, I, Gialitaki, Z, Ceary, CD, Jang, Y, Lin, Y, Kunisato, Y, Yamada, Y, Xiao, Q, Jiang, X, Du, X, Yao, E, Ryan, WS, Wilson, JP, Cyrus-Lai, W, Jimenez-Leal, W, Law, W, Unanue, W, Collins, WM, Richard, KL, Vranka, M, Ankushev, V, Schei, V, DePaola, C, Lerche, V, Kovic, V, Križanić, V, Kadreva, VH, Adoric, VC, Tran, US, Yeung, SK, Hassan, W, Houston, R, Machin, MA, Lima, TJS, Ostermann, T, Frizzo, T, Sverdrup, TE, House, T, Gill, T, Fedotov, M, Paltrow, T, Jernsäther, T, Rahman, T, Machin, T, Koptjevskaja-Tamm, M, Hostler, TJ, Ishii, T, Szaszi, B, Adamus, S, Suter, L, von Bormann, SM, Habib, S, Studzinska, A, Stojanovska, D, Janssen, SMJ, Stieger, S, Schulenberg, SE, Tatachari, S, Azouaghe, S, Sorokowski, P, Sorokowska, A, Song, X, Morbée, S, Lewis, S, Sinkolova, S, Grigoryev, D, Drexler, SM, Daches, S, Levine, SL, Geniole, SN, Akter, S, Vračar, S, Massoni, S, Costa, S, Zorjan, S, Sarioguz, E, Izquierdo, SM, Tshonda, SS, Alves, SG, Pöntinen, S, Solas, SÁ, Ordoñez-Riaño, S, Očovaj, SB, Onie, S, Lins, S, Biberauer, T, Çoksan, S, Khumkom, S, Sacakli, A, Ruiz-Fernández, S, Geiger, SJ, FatahModares, S, Walczak, RB, Betlehem, R, Vilar, R, Cárcamo, RA, Ross, RM, McCarthy, R, Ballantyne, T, Westgate, EC, Ryan, RM, Gargurevich, R, Afhami, R, Ren, D, Monteiro, RP, Reips, U-D, Reggev, N, Calin-Jageman, RJ, Pourafshari, R, Oliveira, R, Nedelcheva-Datsova, M, Rahal, R-M, Ribeiro, RR, Radtke, T, Searston, R, Jai-ai, R, Habte, R, Zdybek, P, Chen, S-C, Wajanatinapart, P, Maturan, PLG, Perillo, JT, Isager, PM, Kačmár, P, Macapagal, PM, Maniaci, MR, Szwed, P, Hanel, PHP, Forbes, PAG, Arriaga, P, Paris, B, Parashar, N, Papachristopoulos, K, Correa, PS, Kácha, O, Bernardo, M, Campos, O, Bravo, ON, Galindo-Caballero, OJ, Ogbonnaya, CE, Bialobrzeska, O, Kiselnikova, N, Simonovic, N, Cohen, N, Nock, NL, Hernandez, A, Thogersen-Ntoumani, C, Ntoumanis, N, Johannes, N, Albayrak-Aydemir, N, Say, N, Neubauer, AB, Martin, NI, Levy, N, Torunsky, N, Antwerpen, NV, Doren, NV, Sunami, N, Rachev, NR, Majeed, NM, Schmidt, N-D, Nadif, K, Corral-Frías, NS, Ouherrou, N, Abbas, N, Pantazi, M, Lucas, MY, Vasilev, MR, Victoria Ortiz, M, Butt, MM, Kurfalı, M, Kabir, M, Muda, R, Rivera, MDCMCT, Sirota, M, Seehuus, M, Parzuchowski, M, Toro, M, Hricova, M, Maldonado, MA, Rentzelas, P, Vansteenkiste, M, Metz, MA, Marszalek, M, Karekla, M, Mioni, G, Bosma, MJ, Westerlund, M, Vdovic, M, Bialek, M, Silan, MA, Anne, M, Misiak, M, Gugliandolo, MC, Grinberg, M, Capizzi, M, Espinoza Barría, MF, Kurfali, MA, Mensink, MC, Harutyunyan, M, Khosla, M, Dunn, MR, Korbmacher, M, Adamkovič, M, Ribeiro, MFF, Terskova, M, Hruška, M, Martončik, M, Jansen, M, Voracek, M, Čadek, M, Frias-Armenta, M, Kowal, M, Topor, M, Roczniewska, M, Oosterlinck, M, Kohlová, MB, Paruzel-Czachura, M, Sabristov, M, Romanova, M, Papadatou-Pastou, M, Lund, ML, Antoniadi, M, Magrin, ME, Jones, MV, Li, M, Ortiz, MS, Manavalan, M, Muminov, A, Kossowska, M, Friedemann, M, Wielgus, M, van Hooff, MLM, Varella, MAC, Standage, M, Nicolotti, M, Colloff, MF, Bradford, M, Vaughn, LA, Eudave, L, Vieira, L, Lu, JG, Pineda, LMS, Matos, L, Pérez, LC, Lazarevic, LB, Jaremka, LM, Smit, ES, Kushnir, E, Ferguson, LJ, Anton-Boicuk, L, Lins de Holanda Coelho, G, Ahlgren, L, Liga, F, Levitan, CA, Micheli, L, Gunton, L-A, Volz, L, Stojanovska, M, Boucher, L, Samojlenko, L, Delgado, LGJ, Kaliska, L, Beatrix, L, Warmelink, L, Rojas-Berscia, LM, Yu, K, Wylie, K, Wachowicz, J, Desai, K, Barzykowski, K, Kozma, L, Evans, K, Kirgizova, K, Emmanuel Agesin, BB, Koehn, MA, Wolfe, K, Korobova, T, Morris, K, Klevjer, K, van Schie, K, Vezirian, K, Damnjanović, K, Thommesen, KK, Schmidt, K, Filip, K, Staniaszek, K, Grzech, K, Hoyer, K, Moon, K, Khaobunmasiri, S, Rana, K, Janjić, K, Suchow, JW, Kielińska, J, Cruz Vásquez, JE, Chanal, J, Beitner, J, Vargas-Nieto, JC, Roxas, JCT, Taber, J, Urriago-Rayo, J, Pavlacic, JM, Benka, J, Bavolar, J, Soto, JA, Olofsson, JK, Vilsmeier, JK, Messerschmidt, J, Czamanski-Cohen, J, Waterschoot, J, Moss, JD, Boudesseul, J, Lee, JM, Kamburidis, J, Joy-Gaba, JA, Zickfeld, J, Miranda, JF, Verharen, JPH, Hristova, E, Beshears, JE, Djordjevic, JM, Bosch, J, Valentova, JV, Antfolk, J, Berkessel, JB, Schrötter, J, Urban, J, Röer, JP, Norton, JO, Silva, JR, Pickering, JS, Vintr, J, Uttley, J, Kunst, JR, Ndukaihe, ILG, Iyer, A, Vilares, I, Ivanov, A, Ropovik, I, Sula, I, Sarieva, I, Metin-Orta, I, Prusova, I, Pinto, I, Bozdoc, AI, Almeida, IAT, Pit, IL, Dalgar, I, Zakharov, I, Arinze, AI, Ihaya, K, Stephen, ID, Gjoneska, B, Brohmer, H, Flowe, H, Godbersen, H, Kocalar, HE, Hedgebeth, MV, Chuan-Peng, H, Sharifian, M, Manley, H, Akkas, H, Hajdu, N, Azab, H, Kaminski, G, Nilsonne, G, Anjum, G, Travaglino, GA, Feldman, G, Pfuhl, G, Czarnek, G, Marcu, GM, Hofer, G, Banik, G, Adetula, GA, Bijlstra, G, Verbruggen, F, Kung, FYH, Martela, F, Foroni, F, Forest, J, Singer, G, Muchembled, F, Azevedo, F, Mosannenzadeh, F, Marinova, E, Štrukelj, E, Etebari, Z, Bradshaw, EL, Baskin, E, Garcia, EOL, Musser, E, van Steenkiste, IMM, Ahn, ER, Quested, E, Pronizius, E, Jackson, EA, Manunta, E, Agadullina, E, Šakan, D, Dursun, P, Dujols, O, Dubrov, D, Willis, M, Tümer, M, Beaudry, JL, Popović, D, Dunleavy, D, Djamai, I, Krupić, D, Herrera, D, Vega, D, Du, H, Mola, D, Chakarova, D, Davis, WE, Holford, DL, Lewis, DMG, Vaidis, DC, Ozery, DH, Ricaurte, DZ, Storage, D, Sousa, D, Alvarez, DS, Boller, D, Rosa, AD, Dimova, D, Marko, D, Moreau, D, Reeck, C, Correia, RC, Whitt, CM, Lamm, C, Solorzano, CS, von Bastian, CC, Sutherland, CAM, Overkott, C, Aberson, CL, Wang, C, Niemiec, CP, Karashiali, C, Noone, C, Chiu, F, Picciocchi, C, Brownlow, C, Karaarslan, C, Cellini, N, Esteban-Serna, C, Reyna, C, Ferreyra, C, Batres, C, Li, R, Grano, C, Carpentier, J, Tamnes, CK, Fu, CHY, Ishkhanyan, B, Bylinina, L, Jaeger, B, Bundt, C, Allred, TB, Vermote, BJ, Bokkour, A, Bogatyreva, N, Shi, J, Chopik, WJ, Antazo, B, Behzadnia, B, Becker, M, Bayyat, MM, Cocco, B, Chou, W-L, Barkoukis, V, Hubena, B, Žuro, B, Aczel, B, Baklanova, E, Bai, H, Balci, BB, Babinčák, P, Soenens, B, Dixson, BJW, Mokady, A, Kappes, HB, Atari, M, Szala, A, Szabelska, A, Aruta, JJB, Domurat, A, Arinze, NC, Modena, A, Adiguzel, A, Monajem, A, ARABI, KAITEL, Özdoğru, AA, Rothbaum, AO, Torres, AO, Theodoropoulou, A, Skowronek, A, Jurković, AP, Singh, A, Kassianos, AP, Findor, A, Hartanto, A, Landry, AT, Ferreira, A, Santos, AC, De la Rosa-Gomez, A, Gourdon-Kanhukamwe, A, Luxon, AM, Todsen, AL, Karababa, A, Janak, A, Pilato, A, Bran, A, Tullett, AM, Kuzminska, AO, Krafnick, AJ, Urooj, A, Khaoudi, A, Ahmed, A, Groyecka-Bernard, A, Askelund, AD, Adetula, A, Belaus, A, Charyate, AC, Wichman, AL, Stoyanova, A, Greenburgh, A, Thomas, AG, Arvanitis, A, Forscher, PS, Mallik, PR, Coles, NA, Miller, JK, Moshontz, H, Urry, HL, IJzerman, H, Basnight-Brown, DM, Ebersole, CR, Chartier, CR, Buchanan, EM, Primbs, MA, Department of Psychology, Education and Child Studies, Clinical Psychology, Legate, N, Nguyen, T, Weinstein, N, Moller, A, Legault, L, Vally, Z, Tajchman, Z, Zsido, A, Zrimsek, M, Chen, Z, Ziano, I, Gialitaki, Z, Ceary, C, Jang, Y, Lin, Y, Kunisato, Y, Yamada, Y, Xiao, Q, Jiang, X, Du, X, Yao, E, Ryan, W, Wilson, J, Cyrus-Lai, W, Jimenez-Leal, W, Law, W, Unanue, W, Collins, W, Richard, K, Vranka, M, Ankushev, V, Schei, V, Lerche, V, Kovic, V, Krizanic, V, Kadreva, V, Adoric, V, Tran, U, Yeung, S, Hassan, W, Houston, R, Machin, M, Lima, T, Ostermann, T, Frizzo, T, Sverdrup, T, House, T, Gill, T, Fedotov, M, Paltrow, T, Jernsather, T, Rahman, T, Machin, T, Koptjevskaja-Tamm, M, Hostler, T, Ishii, T, Szaszi, B, Adamus, S, Suter, L, von Bormann, S, Habib, S, Studzinska, A, Stojanovska, D, Janssen, S, Stieger, S, Schulenberg, S, Tatachari, S, Azouaghe, S, Sorokowski, P, Sorokowska, A, Song, X, Morbee, S, Lewis, S, Sinkolova, S, Grigoryev, D, Drexler, S, Daches, S, Levine, S, Geniole, S, Akter, S, Vracar, S, Massoni, S, Costa, S, Zorjan, S, Sarioguz, E, Izquierdo, S, Tshonda, S, Alves, S, Pontinen, S, Solas, S, Ordonez-Riano, S, Ocovaj, S, Onie, S, Lins, S, Biberauer, T, Coksan, S, Khumkom, S, Sacakli, A, Ruiz-Fernandez, S, Geiger, S, Modares, S, Walczak, R, Betlehem, R, Vilar, R, Carcamo, R, Ross, R, Mccarthy, R, Ballantyne, T, Westgate, E, Ryan, R, Gargurevich, R, Afhami, R, Ren, D, Monteiro, R, Reips, U, Reggev, N, Calin-Jagema, R, Pourafshari, R, Oliveira, R, Nedelcheva-Datsova, M, Rahal, R, Ribeiro, R, Radtke, T, Searston, R, Jai-ai, R, Habte, R, Zdybek, P, Chen, S, Wajanatinapart, P, Maturan, P, Perillo, J, Isager, P, Kacmar, P, Macapagal, P, Maniaci, M, Szwed, P, Hanel, P, Forbes, P, Arriaga, P, Paris, B, Parashar, N, Papachristopoulos, K, Correa, P, Kacha, O, Bernardo, M, Campos, O, Bravo, O, Galindo-Caballero, O, Ogbonnaya, C, Bialobrzeska, O, Kiselnikova, N, Simonovic, N, Cohen, N, Nock, N, Hernandez, A, Thogersen-Ntouma, C, Ntoumanis, N, Johannes, N, Albayrak-Aydemir, N, Say, N, Neubauer, A, Martin, N, Torunsky, N, van Antwerpen, N, Van Doren, N, Sunami, N, Rachev, N, Majeed, N, Schmidt, N, Nadif, K, Corral-Frias, N, Ouherrou, N, Abbas, N, Pantazi, M, Lucas, M, Vasilev, M, Ortiz, M, Butt, M, Kurfali, M, Kabir, M, Muda, R, Rivera, M, Sirota, M, Seehuus, M, Parzuchowski, M, Toro, M, Hricova, M, Maldonado, M, Rentzelas, P, Vansteenkiste, M, Metz, M, Marszalek, M, Karekla, M, Mioni, G, Bosma, M, Westerlund, M, Vdovic, M, Bialek, M, Silan, M, Anne, M, Misiak, M, Gugliandolo, M, Grinberg, M, Capizzi, M, Barria, M, Mensink, M, Harutyunyan, M, Khosla, M, Dunn, M, Korbmacher, M, Adamkovic, M, Ribeiro, M, Terskova, M, Hruska, M, Martoncik, M, Voracek, M, Cadek, M, Frias-Armenta, M, Kowal, M, Topor, M, Roczniewska, M, Oosterlinck, M, Kohlova, M, Paruzel-Czachura, M, Sabristov, M, Romanova, M, Papadatou-Pastou, M, Lund, M, Antoniadi, M, Magrin, M, Jones, M, Li, M, Manavalan, M, Muminov, A, Kossowska, M, Friedemann, M, Wielgus, M, van Hooff, M, Varella, M, Standage, M, Nicolotti, M, Colloff, M, Bradford, M, Vaughn, L, Eudave, L, Vieira, L, Lu, J, Pineda, L, Matos, L, Perez, L, Lazarevic, L, Jaremka, L, Smit, E, Kushnir, E, Ferguson, L, Anton-Boicuk, L, Coelho, G, Ahlgren, L, Liga, F, Levitan, C, Micheli, L, Gunton, L, Volz, L, Stojanovska, M, Boucher, L, Samojlenko, L, Delgado, L, Kaliska, L, Beatrix, L, Warmelink, L, Rojas-Berscia, L, Yu, K, Wylie, K, Wachowicz, J, Desai, K, Barzykowski, K, Kozma, L, Evans, K, Kirgizova, K, Agesin, B, Koehn, M, Wolfe, K, Korobova, T, Morris, K, Klevjer, K, van Schie, K, Vezirian, K, Damnjanovic, K, Thommesen, K, Schmidt, K, Filip, K, Staniaszek, K, Grzech, K, Hoyer, K, Moon, K, Khaobunmasiri, S, Rana, K, Janjic, K, Suchow, J, Kielinska, J, Vasquez, J, Chanal, J, Beitner, J, Vargas-Nieto, J, Roxas, J, Taber, J, Urriago-Rayo, J, Pavlacic, J, Benka, J, Bavolar, J, Soto, J, Olofsson, J, Vilsmeier, J, Messerschmidt, J, Czamanski-Cohen, J, Waterschoot, J, Moss, J, Boudesseul, J, Lee, J, Kamburidis, J, Joy-Gaba, J, Zickfeld, J, Miranda, J, Verharen, J, Hristova, E, Beshears, J, Djordjevic, J, Bosch, J, Valentova, J, Antfolk, J, Berkessel, J, Schrotter, J, Urban, J, Roer, J, Norton, J, Silva, J, Pickering, J, Vintr, J, Uttley, J, Kunst, J, Ndukaihe, I, Iyer, A, Vilares, I, Ivanov, A, Ropovik, I, Sula, I, Sarieva, I, Metin-Orta, I, Prusova, I, Pinto, I, Bozdoc, A, Almeida, I, Pit, I, Dalgar, I, Zakharov, I, Arinze, A, Ihaya, K, Stephen, I, Gjoneska, B, Brohmer, H, Flowe, H, Godbersen, H, Kocalar, H, Hedgebeth, M, Chuan-Peng, H, Sharifian, M, Manley, H, Akkas, H, Hajdu, N, Azab, H, Kaminski, G, Nilsonne, G, Anjum, G, Travaglino, G, Feldman, G, Pfuhl, G, Czarnek, G, Marcu, G, Hofer, G, Banik, G, Adetula, G, Bijlstra, G, Verbruggen, F, Kung, F, Martela, F, Foroni, F, Forest, J, Singer, G, Muchembled, F, Azevedo, F, Mosannenzadeh, F, Marinova, E, Strukelj, E, Etebari, Z, Bradshaw, E, Baskin, E, Garcia, E, Musser, E, van Steenkiste, I, Ahn, E, Quested, E, Pronizius, E, Jackson, E, Manunta, E, Agadullina, E, Sakan, D, Dursun, P, Dujols, O, Dubrov, D, Willis, M, Tumer, M, Beaudry, J, Popovic, D, Dunleavy, D, Djamai, I, Krupic, D, Herrera, D, Vega, D, Du, H, Mola, D, Chakarova, D, Davis, W, Holford, D, Lewis, D, Vaidis, D, Ozery, D, Ricaurte, D, Storage, D, Sousa, D, Alvarez, D, Boller, D, Dalla Rosa, A, Dimova, D, Marko, D, Moreau, D, Reeck, C, Correia, R, Whitt, C, Lamm, C, Solorzano, C, von Bastian, C, Sutherland, C, Overkott, C, Aberson, C, Wang, C, Niemiec, C, Karashiali, C, Noone, C, Chiu, F, Picciocchi, C, Brownlow, C, Karaarslan, C, Cellini, N, Esteban-Serna, C, Reyna, C, Ferreyra, C, Batres, C, Li, R, Grano, C, Carpentier, J, Tamnes, C, Fu, C, Ishkhanyan, B, Bylinina, L, Jaeger, B, Bundt, C, Allred, T, Vermote, B, Bokkour, A, Bogatyreva, N, Shi, J, Chopik, W, Antazo, B, Behzadnia, B, Becker, M, Bayyat, M, Cocco, B, Chou, W, Barkoukis, V, Hubena, B, Zuro, B, Aczel, B, Baklanova, E, Bai, H, Balci, B, Babincak, P, Soenens, B, Dixson, B, Mokady, A, Kappes, H, Atari, M, Szala, A, Szabelska, A, Aruta, J, Domurat, A, Arinze, N, Modena, A, Adiguzel, A, Monajem, A, El Arabi, K, Ozdogru, A, Rothbaum, A, Torres, A, Theodoropoulou, A, Skowronek, A, Jurkovic, A, Singh, A, Kassianos, A, Findor, A, Hartanto, A, Landry, A, Ferreira, A, Santos, A, De la Rosa-Gomez, A, Gourdon-Kanhukamwe, A, Luxon, A, Todsen, A, Karababa, A, Janak, A, Pilato, A, Bran, A, Tullett, A, Kuzminska, A, Krafnick, A, Urooj, A, Khaoudi, A, Ahmed, A, Groyecka-Bernard, A, Askelund, A, Adetula, A, Belaus, A, Charyate, A, Wichman, A, Stoyanova, A, Greenburgh, A, Thomas, A, Arvanitis, A, Forscher, P, Mallik, P, Coles, N, Miller, J, Moshontz, H, Urry, H, Ijzerman, H, Basnight-Brown, D, Ebersole, C, Chartier, C, Buchanan, E, Primbs, M, Medical and Clinical Psychology, Department of Social Psychology, Psychological Science Accelerator Self-Determination Theory Collaboration, Legate, N., Nguyen, T. -V., Weinstein, N., Moller, A., Legault, L., Vally, Z., Tajchman, Z., Zsido, A. N., Zrimsek, M., Chen, Z., Ziano, I., Gialitaki, Z., Basnight-Brown, D. M., Ceary, C. D., Jang, Y., Ijzerman, H., Lin, Y., Kunisato, Y., Yamada, Y., Xiao, Q., Jiang, X., Du, X., Yao, E., Ryan, W. S., Wilson, J. P., Cyrus-Lai, W., Jimenez-Leal, W., Law, W., Unanue, W., Collins, W. M., Richard, K. L., Vranka, M., Ankushev, V., Schei, V., Lerche, V., Kovic, V., Krizanic, V., Kadreva, V. H., Adoric, V. C., Tran, U. S., Yeung, S. K., Hassan, W., Houston, R., Urry, H. L., Machin, M. A., Lima, T. J. S., Ostermann, T., Frizzo, T., Sverdrup, T. E., House, T., Gill, T., Fedotov, M., Paltrow, T., Moshontz, H., Jernsather, T., Rahman, T., Machin, T., Koptjevskaja-Tamm, M., Hostler, T. J., Ishii, T., Szaszi, B., Adamus, S., Suter, L., Von Bormann, S. M., Habib, S., Studzinska, A., Stojanovska, D., Janssen, S. M. J., Stieger, S., Primbs, M. A., Schulenberg, S. E., Buchanan, E. M., Tatachari, S., Azouaghe, S., Sorokowski, P., Sorokowska, A., Song, X., Morbee, S., Lewis, S., Sinkolova, S., Grigoryev, D., Drexler, S. M., Daches, S., Levine, S. L., Geniole, S. N., Akter, S., Vracar, S., Massoni, S., Costa, S., Zorjan, S., Sarioguz, E., Izquierdo, S. M., Tshonda, S. S., Miller, J. K., Alves, S. G., Pontinen, S., Solas, S. A., Ordonez-Riano, S., Ocovaj, S. B., Onie, S., Lins, S., Biberauer, T., Coksan, S., Khumkom, S., Sacakli, A., Coles, N. A., Ruiz-Fernandez, S., Geiger, S. J., Fatahmodares, S., Walczak, R. B., Betlehem, R., Vilar, R., Carcamo, R. A., Ross, R. M., Mccarthy, R., Ballantyne, T., Westgate, E. C., Ryan, R. M., Gargurevich, R., Afhami, R., Ren, D., Monteiro, R. P., Reips, U. -D., Reggev, N., Calin-Jageman, R. J., Pourafshari, R., Oliveira, R., Nedelcheva-Datsova, M., Rahal, R. -M., Ribeiro, R. R., Radtke, T., Searston, R., Jai-Ai, R., Habte, R., Zdybek, P., Chen, S. -C., Wajanatinapart, P., Maturan, P. L. G., Perillo, J. T., Isager, P. M., Kacmar, P., Macapagal, P. M., Maniaci, M. R., Szwed, P., Hanel, P. H. P., Forbes, P. A. G., Arriaga, P., Paris, B., Parashar, N., Papachristopoulos, K., Chartier, C. R., Correa, P. S., Kacha, O., Bernardo, M., Campos, O., Bravo, O. N., Mallik, P. R., Galindo-Caballero, O. J., Ogbonnaya, C. E., Bialobrzeska, O., Kiselnikova, N., Simonovic, N., Cohen, N., Nock, N. L., Hernandez, A., Thogersen-Ntoumani, C., Ntoumanis, N., Johannes, N., Albayrak-Aydemir, N., Say, N., Neubauer, A. B., Martin, N. I., Torunsky, N., Van Antwerpen, N., Van Doren, N., Sunami, N., Rachev, N. R., Majeed, N. M., Schmidt, N. -D., Nadif, K., Forscher, P. S., Corral-Frias, N. S., Ouherrou, N., Abbas, N., Pantazi, M., Lucas, M. Y., Vasilev, M. R., Ortiz, M. V., Butt, M. M., Kurfali, M., Kabir, M., Muda, R., Del Carmen, M. C. Tejada Rivera M., Sirota, M., Seehuus, M., Parzuchowski, M., Toro, M., Hricova, M., Maldonado, M. A., Arvanitis, A., Rentzelas, P., Vansteenkiste, M., Metz, M. A., Marszalek, M., Karekla, M., Mioni, G., Bosma, M. J., Westerlund, M., Vdovic, M., Bialek, M., Silan, M. A., Anne, M., Misiak, M., Gugliandolo, M. C., Grinberg, M., Capizzi, M., Espinoza Barria, M. F., Kurfali, M. A., Mensink, M. C., Harutyunyan, M., Khosla, M., Dunn, M. R., Korbmacher, M., Adamkovic, M., Ribeiro, M. F. F., Terskova, M., Hruska, M., Martoncik, M., Voracek, M., Cadek, M., Frias-Armenta, M., Kowal, M., Topor, M., Roczniewska, M., Oosterlinck, M., Thomas, A. G., Kohlova, M. B., Paruzel-Czachura, M., Sabristov, M., Greenburgh, A., Romanova, M., Papadatou-Pastou, M., Lund, M. L., Antoniadi, M., Magrin, M. E., Jones, M. V., Li, M., Ortiz, M. S., Manavalan, M., Muminov, A., Stoyanova, A., Kossowska, M., Friedemann, M., Wielgus, M., Van Hooff, M. L. M., Varella, M. A. C., Standage, M., Nicolotti, M., Colloff, M. F., Bradford, M., Vaughn, L. A., Eudave, L., Vieira, L., Lu, J. G., Pineda, L. M. S., Matos, L., Perez, L. C., Lazarevic, L. B., Jaremka, L. M., Smit, E. 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K., Messerschmidt, J., Czamanski-Cohen, J., Waterschoot, J., Moss, J. D., Boudesseul, J., Lee, J. M., Kamburidis, J., Joy-Gaba, J. A., Zickfeld, J., Miranda, J. F., Verharen, J. P. H., Hristova, E., Beshears, J. E., Djordjevic, J. M., Bosch, J., Valentova, J. V., Antfolk, J., Berkessel, J. B., Schrotter, J., Urban, J., Roer, J. P., Norton, J. O., Silva, J. R., Pickering, J. S., Vintr, J., Uttley, J., Kunst, J. R., Ndukaihe, I. L. G., Iyer, A., Vilares, I., Ivanov, A., Ropovik, I., Sula, I., Groyecka-Bernard, A., Sarieva, I., Metin-Orta, I., Prusova, I., Pinto, I., Bozdoc, A. I., Almeida, I. A. T., Pit, I. L., Dalgar, I., Zakharov, I., Arinze, A. I., Ihaya, K., Stephen, I. D., Gjoneska, B., Brohmer, H., Flowe, H., Godbersen, H., Kocalar, H. E., Hedgebeth, M. V., Chuan-Peng, H., Sharifian, M., Manley, H., Akkas, H., Hajdu, N., Azab, H., Kaminski, G., Nilsonne, G., Anjum, G., Travaglino, G. A., Feldman, G., Pfuhl, G., Czarnek, G., Marcu, G. M., Hofer, G., Banik, G., Adetula, G. A., Bijlstra, G., Verbruggen, F., Kung, F. Y. H., Martela, F., Foroni, F., Forest, J., Singer, G., Muchembled, F., Azevedo, F., Mosannenzadeh, F., Marinova, E., Strukelj, E., Etebari, Z., Bradshaw, E. L., Baskin, E., Garcia, E. O. L., Musser, E., Van Steenkiste, I. M. M., Ahn, E. R., Quested, E., Pronizius, E., Jackson, E. A., Manunta, E., Agadullina, E., Sakan, D., Dursun, P., Dujols, O., Dubrov, D., Willis, M., Tumer, M., Beaudry, J. L., Popovic, D., Dunleavy, D., Djamai, I., Krupic, D., Herrera, D., Vega, D., Du, H., Mola, D., Chakarova, D., Davis, W. E., Holford, D. L., Lewis, D. M. G., Vaidis, D. C., Ozery, D. H., Ricaurte, D. Z., Storage, D., Sousa, D., Alvarez, D. S., Boller, D., Rosa, A. D., Dimova, D., Marko, D., Moreau, D., Reeck, C., Correia, R. C., Whitt, C. M., Lamm, C., Solorzano, C. S., Von Bastian, C. C., Sutherland, C. A. M., Ebersole, C. R., Overkott, C., Aberson, C. L., Wang, C., Niemiec, C. 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C., De La Rosa-Gomez, A., Gourdon-Kanhukamwe, A., Luxon, A. M., Todsen, A. L., Karababa, A., Janak, A., Pilato, A., Bran, A., Tullett, A. M., Kuzminska, A. O., Krafnick, A. J., Department of Industrial Engineering and Management, Aalto-yliopisto, Aalto University, Massey, D., Kurfali, Merve A., Collaboration, Psychological Science Accelerator Self-Determination Theory, FdR overig onderzoek, Persuasive Communication (ASCoR, FMG), and Organizational Psychology

Subjects
behavior change, Coronavirus disease 2019 (COVID-19), 230 Affective Neuroscience, INTENTIONS, L400, self-determination theory, Physical Distancing, Social Sciences, Intention, Ciências Sociais::Psicologia [Domínio/Área Científica], FATIGUE, motivation, PARENTAL PROHIBITION, SDG 3 - Good Health and Well-being, Pandemic, Humans, health communication, MESSAGES, Sociology, Pandemics, METAANALYSIS, COVID-19, Behaviour Change and Well-being, Multidisciplinary, business.industry, Social distance, Public relations, Motivation, INTERNALIZATION, business, BEHAVIOR
Abstract

Significance\ud \ud Communicating in ways that motivate engagement in social distancing remains a critical global public health priority during the COVID-19 pandemic. This study tested motivational qualities of messages about social distancing (those that promoted choice and agency vs. those that were forceful and shaming) in 25,718 people in 89 countries. The autonomy-supportive message decreased feelings of defying social distancing recommendations relative to the controlling message, and the controlling message increased controlled motivation, a less effective form of motivation, relative to no message. Message type did not impact intentions to socially distance, but people’s existing motivations were related to intentions. Findings were generalizable across a geographically diverse sample and may inform public health communication strategies in this and future global health emergencies.\ud \ud \ud \ud Abstract\ud \ud Finding communication strategies that effectively motivate social distancing continues to be a global public health priority during the COVID-19 pandemic. This cross-country, preregistered experiment (n = 25,718 from 89 countries) tested hypotheses concerning generalizable positive and negative outcomes of social distancing messages that promoted personal agency and reflective choices (i.e., an autonomy-supportive message) or were restrictive and shaming (i.e., a controlling message) compared with no message at all. Results partially supported experimental hypotheses in that the controlling message increased controlled motivation (a poorly internalized form of motivation relying on shame, guilt, and fear of social consequences) relative to no message. On the other hand, the autonomy-supportive message lowered feelings of defiance compared with the controlling message, but the controlling message did not differ from receiving no message at all. Unexpectedly, messages did not influence autonomous motivation (a highly internalized form of motivation relying on one’s core values) or behavioral intentions. Results supported hypothesized associations between people’s existing autonomous and controlled motivations and self-reported behavioral intentions to engage in social distancing. Controlled motivation was associated with more defiance and less long-term behavioral intention to engage in social distancing, whereas autonomous motivation was associated with less defiance and more short- and long-term intentions to social distance. Overall, this work highlights the potential harm of using shaming and pressuring language in public health communication, with implications for the current and future global health challenges.

Published
2022
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12. In COVID-19 health messaging, loss framing increases anxiety with Little-to-No concomitant benefits: Experimental evidence from 84 countries

Author

Dorison, C.A., Lerner, J.S., Heller, B.H., Rothman, A.J., Kawachi, I.I., Wang, K., Rees, V.W., Gill, B.P., Gibbs, N., Ebersole, C.R., Vally, Z., Tajchman, Z., Zsido, A.N., Zrimsek, M., Chen, Z., Ziano, I., Gialitaki, Z., Ceary, C.D., Lin, Y., Kunisato, Y., Yamada, Y., Xiao, Q., Jiang, X., Du, X., Yao, E., Wilson, J.P., Cyrus-Lai, W., Jimenez-Leal, W., Law, W., Collins, W.M., Richard, K.L., Vranka, M., Ankushev, V., Schei, V., Križanić, V., Kadreva, V.H., Adoric, V.C., Tran, U.S., Yeung, S.K., Hassan, W., Houston, R., Lima, T.J.S., Ostermann, T., Frizzo, T., Sverdrup, T.E., House, T., Gill, T., Fedotov, M., Paltrow, T., Jernsäther, T., Koptjevskaja-Tamm, M., Hostler, T.J., Ishii, T., Szaszi, B., Adamus, S., Suter, L., Habib, S., Studzinska, A., Stojanovska, D., Janssen, S.M.J., Stieger, S., Schulenberg, S.E., Tatachari, S., Azouaghe, S., Sorokowski, P., Sorokowska, A., Song, X., Lewis, S.C., Sinkolova, S., Grigoryev, D., Drexler, S.M., Daches, S., Geniole, S.N., Vračar, S., Massoni, S., Zorjan, S., Sarıoğuz, E., Izquierdo, S.M., Alves, S.G., Pöntinen, S., Solas, S.Á., Ordoñez-Riaño, S., Očovaj, S.B., Onie, S., Lins, S., Çoksan, S., Sacakli, A., Ruiz-Fernández, S., Geiger, S.J., FatahModares, S., Walczak, R.B., Betlehem, R., Vilar, R., Cárcamo, R., Ross, R.M., McCarthy, R., Ballantyne, T., Westgate, E.C., Afhami, R., Ren, D., Monteiro, R.P., Reips, U-D, Reggev, N., Calin-Jageman, R.J., Pourafshari, R., Oliveira, R., Nedelcheva-Datsova, M., Rahal, R-M, Ribeiro, R.R., Radtke, T., Searston, R., Habte, R., Zdybek, P., Chen, S-C, Maturan, P.L.G., Perillo, J.T., Isager, P.M., Kačmár, P., Macapagal, P.M., Szwed, P., Hanel, P.H.P., Forbes, P.A.G., Arriaga, P., Paris, B., Papachristopoulos, K., Correa, P.S., Kácha, O., Bernardo, M., Campos, O., Bravo, O.N., Galindo-Caballero, O.J., Ogbonnaya, C.E., Bialobrzeska, O., Kiselnikova, N., Simonovic, N., Cohen, N., Nock, N.L., Johannes, N., Albayrak-Aydemir, N., Say, N., Torunsky, N., Van Doren, N., Sunami, N., Rachev, N.R., Majeed, N.M., Schmidt, N-D, Nadif, K., Corral-Frías, N.S., Ouherrou, N., Pantazi, M., Lucas, M.Y., Vasilev, M.R., Ortiz, M.V., Butt, M.M., Kabir, M., Muda, R., Tejada Rivera, M.del.C.MC., Sirota, M., Seehuus, M., Parzuchowski, M., Toro, M., Hricova, M., Maldonado, M.A., Marszalek, M., Karekla, M., Mioni, G., Bosma, M.J., Westerlund, M., Vdovic, M., Bialek, M., Silan, M.A., Anne, M., Misiak, M., Grinberg, M., Capizzi, M., Espinoza Barría, M.F., Kurfali, M.A., Mensink, M.C., Harutyunyan, M., Khosla, M., Korbmacher, M., Adamkovič, M., Ribeiro, M.F.F., Terskova, M., Hruška, M., Martončik, M., Voracek, M., Čadek, M., Frias-Armenta, M., Kowal, M., Topor, M., Roczniewska, M., Oosterlinck, M., Kohlová, M.B., Paruzel-Czachura, M., Romanova, M., Papadatou-Pastou, M., Lund, M.L., Antoniadi, M., Jones, M.V., Ortiz, M.S., Manavalan, M., Muminov, A., Kossowska, M., Friedemann, M., Wielgus, M., Varella, M.A.C., Colloff, M.F., Bradford, M., Vaughn, L.A., Eudave, L., Vieira, L., Pineda, L.M.S., Pérez, L.C., Lazarevic, L.B., Jaremka, L.M., Kushnir, E., Anton-Boicuk, L., de Holanda Coelho, G.L., Ahlgren, L., Levitan, C.A., Micheli, L., Volz, L., Stojanovska, M., Boucher, L., Samojlenko, L., Delgado, L.G.J., Kaliska, L., Warmelink, L., Rojas-Berscia, L.M., Yu, K., Wachowicz, J., Desai, K., Barzykowski, K., Kozma, L., Evans, K., Kirgizova, K., Agesin, B.E., Koehn, M.A., Wolfe, K., Korobova, T., Klevjer, K., van Schie, K., Vezirian, K., Damnjanović, K., Thommesen, K.K., Schmidt, K., Filip, K., Grzech, K., Hoyer, K., Moon, K., Rana, K., Janjić, K., Suchow, J.W., Kielińska, J., Cruz Vásquez, J.E., Beitner, J., Vargas-Nieto, J.C., Roxas, J.C.T., Taber, J., Urriago-Rayo, J., Pavlacic, J.M., Bavolar, J., Soto, J.A., Olofsson, J.K., Vilsmeier, J.K., Messerschmidt, J., Czamanski-Cohen, J., Boudesseul, J., Lee, J.M., Kamburidis, J., Zickfeld, J., Miranda, J.F., Verharen, J.P.H., Hristova, E., Beshears, J.E., Đorđević, J.M., Bosch, J., Valentova, J.V., Antfolk, J., Berkessel, J.B., Schrötter, J., 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M., Beaudry, J.L., Popović, D., Dunleavy, D., Djamai, I., Krupić, D., Vega, D., Du, H., Mola, D., Davis, W.E., Holford, D.L., Lewis, D.M.G., Vaidis, D.C., Ozery, D.H., Ricaurte, D.Z., Storage, D., Sousa, D., Alvarez, D.S., Rosa, A.D., Marko, D., Moreau, D., Reeck, C., Correia, R.C., Whitt, C.M., Lamm, C., Solorzano, C.S., von Bastian, C.C., Sutherland, C.A.M., Overkott, C., Aberson, C.L., Wang, C., Karashiali, C., Noone, C., Chiu, F., Picciocchi, C., Karaarslan, C., Cellini, N., Esteban-Serna, C., Reyna, C., Batres, C., Li, R., Grano, C., Carpentier, J., Tamnes, C.K., Fu, C.H.Y., Ishkhanyan, B., Bylinina, L., Jaeger, B., Bundt, C., Allred, T.B., Bokkour, A., Bogatyreva, N., Chopik, W.J., Antazo, B., Behzadnia, B., Becker, M., Cocco, B., Chou, W-L, Hubena, B., Žuro, B., Aczel, B., Baklanova, E., Bai, H., Balci, B.B., Babinčák, P., Dixson, B.J.W., Mokady, A., Kappes, H.B., Atari, M., Szala, A., Szabelska, A., Aruta, J.J.B., Domurat, A., Arinze, N.C., Modena, A., Adiguzel, A., Monajem, A., ARABI, K.A.E., Özdoğru, A.A., Olaya Torres, A.J., Theodoropoulou, A., Jurković, A.P., Kassianos, A.P., Findor, A., Hartanto, A., Thibault Landry, A., Ferreira, A., Santos, A.C., De la Rosa-Gomez, A., Gourdon-Kanhukamwe, A., Todsen, A.L., Karababa, A., Janak, A., Bran, A., Tullett, A.M., Kuzminska, A.O., Krafnick, A.J., Urooj, A., Khaoudi, A., Ahmed, A., Groyecka-Bernard, A., Askelund, A.D., Adetula, A., Belaus, A., Charyate, A.C., Wichman, A.L., Stoyanova, A., Greenburgh, A., Thomas, A.G., Arvanitis, A., Forscher, P.S., Mallik, P.R., Primbs, M.A., Miller, J.K., Moshontz, H., Urry, H.L., IJzerman, H., Basnight-Brown, D.M., Chartier, C.R., Buchanan, E.M., Coles, N.A., Dorison, C.A., Lerner, J.S., Heller, B.H., Rothman, A.J., Kawachi, I.I., Wang, K., Rees, V.W., Gill, B.P., Gibbs, N., Ebersole, C.R., Vally, Z., Tajchman, Z., Zsido, A.N., Zrimsek, M., Chen, Z., Ziano, I., Gialitaki, Z., Ceary, C.D., Lin, Y., Kunisato, Y., Yamada, Y., Xiao, Q., Jiang, X., Du, X., Yao, E., Wilson, J.P., Cyrus-Lai, W., Jimenez-Leal, W., Law, W., Collins, W.M., Richard, K.L., Vranka, M., Ankushev, V., Schei, V., Križanić, V., Kadreva, V.H., Adoric, V.C., Tran, U.S., Yeung, S.K., Hassan, W., Houston, R., Lima, T.J.S., Ostermann, T., Frizzo, T., Sverdrup, T.E., House, T., Gill, T., Fedotov, M., Paltrow, T., Jernsäther, T., Koptjevskaja-Tamm, M., Hostler, T.J., Ishii, T., Szaszi, B., Adamus, S., Suter, L., Habib, S., Studzinska, A., Stojanovska, D., Janssen, S.M.J., Stieger, S., Schulenberg, S.E., Tatachari, S., Azouaghe, S., Sorokowski, P., Sorokowska, A., Song, X., Lewis, S.C., Sinkolova, S., Grigoryev, D., Drexler, S.M., Daches, S., Geniole, S.N., Vračar, S., Massoni, S., Zorjan, S., Sarıoğuz, E., Izquierdo, S.M., Alves, S.G., Pöntinen, S., Solas, S.Á., Ordoñez-Riaño, S., Očovaj, S.B., Onie, S., Lins, S., Çoksan, S., Sacakli, A., Ruiz-Fernández, S., Geiger, S.J., FatahModares, S., Walczak, R.B., Betlehem, R., Vilar, R., Cárcamo, R., Ross, R.M., McCarthy, R., Ballantyne, T., Westgate, E.C., Afhami, R., Ren, D., Monteiro, R.P., Reips, U-D, Reggev, N., Calin-Jageman, R.J., Pourafshari, R., Oliveira, R., Nedelcheva-Datsova, M., Rahal, R-M, Ribeiro, R.R., Radtke, T., Searston, R., Habte, R., Zdybek, P., Chen, S-C, Maturan, P.L.G., Perillo, J.T., Isager, P.M., Kačmár, P., Macapagal, P.M., Szwed, P., Hanel, P.H.P., Forbes, P.A.G., Arriaga, P., Paris, B., Papachristopoulos, K., Correa, P.S., Kácha, O., Bernardo, M., Campos, O., Bravo, O.N., Galindo-Caballero, O.J., Ogbonnaya, C.E., Bialobrzeska, O., Kiselnikova, N., Simonovic, N., Cohen, N., Nock, N.L., Johannes, N., Albayrak-Aydemir, N., Say, N., Torunsky, N., Van Doren, N., Sunami, N., Rachev, N.R., Majeed, N.M., Schmidt, N-D, Nadif, K., Corral-Frías, N.S., Ouherrou, N., Pantazi, M., Lucas, M.Y., Vasilev, M.R., Ortiz, M.V., Butt, M.M., Kabir, M., Muda, R., Tejada Rivera, M.del.C.MC., Sirota, M., Seehuus, M., Parzuchowski, M., Toro, M., Hricova, M., Maldonado, M.A., Marszalek, M., Karekla, M., Mioni, G., Bosma, M.J., Westerlund, M., Vdovic, M., Bialek, M., Silan, M.A., Anne, M., Misiak, M., Grinberg, M., Capizzi, M., Espinoza Barría, M.F., Kurfali, M.A., Mensink, M.C., Harutyunyan, M., Khosla, M., Korbmacher, M., Adamkovič, M., Ribeiro, M.F.F., Terskova, M., Hruška, M., Martončik, M., Voracek, M., Čadek, M., Frias-Armenta, M., Kowal, M., Topor, M., Roczniewska, M., Oosterlinck, M., Kohlová, M.B., Paruzel-Czachura, M., Romanova, M., Papadatou-Pastou, M., Lund, M.L., Antoniadi, M., Jones, M.V., Ortiz, M.S., Manavalan, M., Muminov, A., Kossowska, M., Friedemann, M., Wielgus, M., Varella, M.A.C., Colloff, M.F., Bradford, M., Vaughn, L.A., Eudave, L., Vieira, L., Pineda, L.M.S., Pérez, L.C., Lazarevic, L.B., Jaremka, L.M., Kushnir, E., Anton-Boicuk, L., de Holanda Coelho, G.L., Ahlgren, L., Levitan, C.A., Micheli, L., Volz, L., Stojanovska, M., Boucher, L., Samojlenko, L., Delgado, L.G.J., Kaliska, L., Warmelink, L., Rojas-Berscia, L.M., Yu, K., Wachowicz, J., Desai, K., Barzykowski, K., Kozma, L., Evans, K., Kirgizova, K., Agesin, B.E., Koehn, M.A., Wolfe, K., Korobova, T., Klevjer, K., van Schie, K., Vezirian, K., Damnjanović, K., Thommesen, K.K., Schmidt, K., Filip, K., Grzech, K., Hoyer, K., Moon, K., Rana, K., Janjić, K., Suchow, J.W., Kielińska, J., Cruz Vásquez, J.E., Beitner, J., Vargas-Nieto, J.C., Roxas, J.C.T., Taber, J., Urriago-Rayo, J., Pavlacic, J.M., Bavolar, J., Soto, J.A., Olofsson, J.K., Vilsmeier, J.K., Messerschmidt, J., Czamanski-Cohen, J., Boudesseul, J., Lee, J.M., Kamburidis, J., Zickfeld, J., Miranda, J.F., Verharen, J.P.H., Hristova, E., Beshears, J.E., Đorđević, J.M., Bosch, J., Valentova, J.V., Antfolk, J., Berkessel, J.B., Schrötter, J., Urban, J., Röer, J.P., Norton, J.O., Silva, J.R., Pickering, J.S., Vintr, J., Uttley, J., Kunst, J.R., Ndukaihe, I.L.G., Iyer, A., Vilares, I., Ivanov, A., Ropovik, I., Sula, I., Sarieva, I., Metin-Orta, I., Prusova, I., Pinto, I., Bozdoc, A.I., Almeida, I.A.T., Pit, I.L., Dalgar, I., Zakharov, I., Arinze, A.I., Ihaya, K., Stephen, I.D., Gjoneska, B., Brohmer, H., Flowe, H., Godbersen, H., Kocalar, H.E., Hedgebeth, M.V., Chuan-Peng, H., Sharifian, M., Manley, H., Akkas, H., Hajdu, N., Azab, H., Kaminski, Gw., Nilsonne, G., Anjum, G., Travaglino, G.A., Feldman, G., Pfuhl, G., Czarnek, G., Marcu, G.M., Hofer, G., Banik, G., Adetula, G.A., Bijlstra, G., Verbruggen, F., Kung, F.Y.H., Foroni, F., Singer, G., Muchembled, F., Azevedo, F., Mosannenzadeh, F., Marinov, E., Štrukelj, E., Etebari, Z., Baskin, E., Garcia, E.O.L., Musser, E., van Steenkiste, I.M.M., Ahn, E.R., Pronizius, E., Jackson, E.A., Manunta, E., Agadullina, E., Šakan, D., Dursun, P., Dujols, O., Dubrov, D., Willis, M., Tümer, M., Beaudry, J.L., Popović, D., Dunleavy, D., Djamai, I., Krupić, D., Vega, D., Du, H., Mola, D., Davis, W.E., Holford, D.L., Lewis, D.M.G., Vaidis, D.C., Ozery, D.H., Ricaurte, D.Z., Storage, D., Sousa, D., Alvarez, D.S., Rosa, A.D., Marko, D., Moreau, D., Reeck, C., Correia, R.C., Whitt, C.M., Lamm, C., Solorzano, C.S., von Bastian, C.C., Sutherland, C.A.M., Overkott, C., Aberson, C.L., Wang, C., Karashiali, C., Noone, C., Chiu, F., Picciocchi, C., Karaarslan, C., Cellini, N., Esteban-Serna, C., Reyna, C., Batres, C., Li, R., Grano, C., Carpentier, J., Tamnes, C.K., Fu, C.H.Y., Ishkhanyan, B., Bylinina, L., Jaeger, B., Bundt, C., Allred, T.B., Bokkour, A., Bogatyreva, N., Chopik, W.J., Antazo, B., Behzadnia, B., Becker, M., Cocco, B., Chou, W-L, Hubena, B., Žuro, B., Aczel, B., Baklanova, E., Bai, H., Balci, B.B., Babinčák, P., Dixson, B.J.W., Mokady, A., Kappes, H.B., Atari, M., Szala, A., Szabelska, A., Aruta, J.J.B., Domurat, A., Arinze, N.C., Modena, A., Adiguzel, A., Monajem, A., ARABI, K.A.E., Özdoğru, A.A., Olaya Torres, A.J., Theodoropoulou, A., Jurković, A.P., Kassianos, A.P., Findor, A., Hartanto, A., Thibault Landry, A., Ferreira, A., Santos, A.C., De la Rosa-Gomez, A., Gourdon-Kanhukamwe, A., Todsen, A.L., Karababa, A., Janak, A., Bran, A., Tullett, A.M., Kuzminska, A.O., Krafnick, A.J., Urooj, A., Khaoudi, A., Ahmed, A., Groyecka-Bernard, A., Askelund, A.D., Adetula, A., Belaus, A., Charyate, A.C., Wichman, A.L., Stoyanova, A., Greenburgh, A., Thomas, A.G., Arvanitis, A., Forscher, P.S., Mallik, P.R., Primbs, M.A., Miller, J.K., Moshontz, H., Urry, H.L., IJzerman, H., Basnight-Brown, D.M., Chartier, C.R., Buchanan, E.M., and Coles, N.A.

Abstract

The COVID-19 pandemic (and its aftermath) highlights a critical need to communicate health information effectively to the global public. Given that subtle differences in information framing can have meaningful effects on behavior, behavioral science research highlights a pressing question: Is it more effective to frame COVID-19 health messages in terms of potential losses (e.g., “If you do not practice these steps, you can endanger yourself and others”) or potential gains (e.g., “If you practice these steps, you can protect yourself and others”)? Collecting data in 48 languages from 15,929 participants in 84 countries, we experimentally tested the effects of message framing on COVID-19-related judgments, intentions, and feelings. Loss- (vs. gain-) framed messages increased self-reported anxiety among participants cross-nationally with little-to-no impact on policy attitudes, behavioral intentions, or information seeking relevant to pandemic risks. These results were consistent across 84 countries, three variations of the message framing wording, and 560 data processing and analytic choices. Thus, results provide an empirical answer to a global communication question and highlight the emotional toll of loss-framed messages. Critically, this work demonstrates the importance of considering unintended affective consequences when evaluating nudge-style interventions.

Published
2022

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

Author

Wang, K., Goldenberg, A., Dorison, C.A., Miller, J.K., Uusberg, A., Lerner, J.S., Gross, J.J., Agesin, B.B., Bernardo, M., Campos, O., Eudave, L., Grzech, K., Ozery, D.H., Jackson, E.A., Garcia, E.O.L., Drexler, S.M., Jurković, A.P., Rana, K., Wilson, J.P., Antoniadi, M., Desai, K., Gialitaki, Z., Kushnir, E., Nadif, K., Bravo, O.N., Nauman, R., Oosterlinck, M., Pantazi, M., Pilecka, N., Szabelska, A., van Steenkiste, I.M.M., Filip, K., Bozdoc, A.I., Marcu, G.M., Agadullina, E., Adamkovič, M., Roczniewska, M., Reyna, C., Kassianos, A.P., Westerlund, M., Ahlgren, L., Pöntinen, S., Adetula, G.A., Dursun, P., Arinze, A.I., Arinze, N.C., Ogbonnaya, C.E., Ndukaihe, I.L.G., Dalgar, I., Akkas, H., Macapagal, P.M., Lewis, S., Metin-Orta, I., Foroni, F., Willis, M., Santos, A.C., Mokady, A., Reggev, N., Kurfali, M.A., Vasilev, M.R., Nock, N.L., Parzuchowski, M., Espinoza Barría, M.F., Vranka, M., Kohlová, M.B., Ropovik, I., Harutyunyan, M., Wang, C., Yao, E., Becker, M., Manunta, E., Kaminski, G., Boudesseul, J., Marko, D., Evans, K., Lewis, D.M.G., Findor, A., Landry, A.T., Aruta, J.J.B., Ortiz, M.S., Vally, Z., Pronizius, E., Voracek, M., Lamm, C., Grinberg, M., Li, R., Valentova, J.V., Mioni, G., Cellini, N., Chen, S-C, Zickfeld, J., Moon, K., Azab, H., Levy, N., Karababa, A., Beaudry, J.L., Boucher, L., Collins, W.M., Todsen, A.L., van Schie, K., Vintr, J., Bavolar, J., Kaliska, L., Križanić, V., Samojlenko, L., Pourafshari, R., Geiger, S.J., Beitner, J., Warmelink, L., Ross, R.M., Stephen, I.D., Hostler, T.J., Azouaghe, S., McCarthy, R., Szala, A., Grano, C., Solorzano, C.S., Anjum, G., Jimenez-Leal, W., Bradford, M., Pérez, L.C., Cruz Vásquez, J.E., Galindo-Caballero, O.J., Vargas-Nieto, J.C., Kácha, O., Arvanitis, A., Xiao, Q., Cárcamo, R., Zorjan, S., Tajchman, Z., Vilares, I., Pavlacic, J.M., Kunst, J.R., Tamnes, C.K., von Bastian, C.C., Atari, M., Sharifian, M.H., Hricova, M., Kačmár, P., Schrötter, J., Rahal, R-M, Cohen, N., FatahModares, S., Zrimsek, M., Zakharov, I., Koehn, M.A., Esteban-Serna, C., Calin-Jageman, R.J., Krafnick, A. J., Štrukelj, E., Isager, P.M., Urban, J., Silva, J.R., Martončik, M., Očovaj, S.B., Šakan, D., Kuzminska, A.O., Djordjevic, J.M., Almeida, I.A.T., Ferreira, A., Lazarevic, L.B., Manley, H., Ricaurte, D.Z., Monteiro, R.P., Etabari, Z., Musser, E., Dunleavy, D., Chou, W., Godbersen, H., Ruiz-Fernández, S., Reeck, C., Batres, C., Kirgizova, K., Muminov, A., Azevedo, F., Alvarez, D.S., Butt, M.M., Lee, J.M., Chen, Z., Verbruggen, F., Ziano, I., Tümer, M., Charyate, A.C.A., Dubrov, D., Tejada Rivera, M.d.C.M.C., Aberson, C., Pálfi, B., Maldonado, M.A., Hubena, B., Sacakli, A., Ceary, C.D., Richard, K.L., Singer, G., Perillo, J.T., Ballantyne, T., Cyrus-Lai, W., Fedotov, M., Du, H., Wielgus, M., Pit, I.L., Hruška, M., Sousa, D., Aczel, B., Hajdu, N., Szaszi, B., Adamus, S., Barzykowski, K., Micheli, L., Schmidt, N-D, Zsido, A.N., Paruzel-Czachura, M., Muda, R., Bialek, M., Kowal, M., Sorokowska, A., Misiak, M., Mola, D., Ortiz, M.V., Correa, P.S., Belaus, A., Muchembled, F., Ribeiro, R.R., Arriaga, P., Oliveira, R., Vaughn, L.A., Szwed, P., Kossowska, M., Czarnek, G., Kielińska, J., Antazo, B., Betlehem, R., Stieger, S., Nilsonne, G., Simonovic, N., Taber, J., Gourdon-Kanhukamwe, A., Domurat, A., Ihaya, K., Yamada, Y., Urooj, A., Gill, T., Čadek, M., Bylinina, L., Messerschmidt, J., Kurfalı, M., Adetula, A., Baklanova, E., Albayrak-Aydemir, N., Kappes, H.B., Gjoneska, B., House, T., Jones, M.V., Berkessel, J.B., Chopik, W.J., Çoksan, S., Seehuus, M., Khaoudi, A., Bokkour, A., El Arabi, K.A., Djamai, I., Iyer, A., Parashar, N., Adiguzel, A., Kocalar, H.E., Bundt, C., Norton, J.O., Papadatou-Pastou, M., De la Rosa-Gomez, A., Ankushev, V., Bogatyreva, N., Grigoryev, D., Ivanov, A., Prusova, I., Romanova, M., Sarieva, I., Terskova, M., Hristova, E., Kadreva, V.H., Janak, A., Schei, V., Sverdrup, T.E., Askelund, A.D., Pineda, L.M.S., Krupić, D., Levitan, C.A., Johannes, N., Ouherrou, N., Say, N., Sinkolova, S., Janjić, K., Stojanovska, M., Stojanovska, D., Khosla, M., Thomas, A.G., Kung, F.Y.H., Bijlstra, G., Mosannenzadeh, F., Balci, B.B., Reips, U-D, Baskin, E., Ishkhanyan, B., Czamanski-Cohen, J., Dixson, B.J.W., Moreau, D., Sutherland, C.A.M., Chuan-Peng, H., Noone, C., Flowe, H., Anne, M., Janssen, S.M.J., Topor, M., Majeed, N.M., Kunisato, Y., Yu, K., Daches, S., Hartanto, A., Vdovic, M., Anton-Boicuk, L., Forbes, P.A.G., Kamburidis, J., Marinova, E., Nedelcheva-Datsova, M., Rachev, N.R., Stoyanova, A., Schmidt, K., Suchow, J.W., Koptjevskaja-Tamm, M., Jernsäther, T., Olofsson, J.K., Bialobrzeska, O., Marszalek, M., Tatachari, S., Afhami, R., Law, W., Antfolk, J., Žuro, B., Van Doren, N., Soto, J.A., Searston, R., Miranda, J., Damnjanović, K., Yeung, S.K., Hoyer, K., Jaeger, B., Ren, D., Pfuhl, G., Klevjer, K., Corral-Frías, N.S., Frias-Armenta, M., Lucas, M.Y., Torres, A.O., Toro, M., Delgado, L.G.J., Vega, D., Solas, S.Á., Vilar, R., Massoni, S., Frizzo, T., Bran, A., Vaidis, D.C., Vieira, L., Paris, B., Capizzi, M., Coelho, G.L.d.H., Greenburgh, A., Whitt, C.M., Tullett, A.M., Du, X., Volz, L., Bosma, M.J., Karaarslan, C., Sarıoğuz, E., Allred, T.B., Korbmacher, M., Colloff, M.F., Lima, T.J.S., Ribeiro, M.F.F., Verharen, J.P.H., Karekla, M., Karashiali, C., Sunami, N., Jaremka, L.M., Storage, D., Habib, S., Studzinska, A., Hanel, P.H.P., Holford, D.L., Sirota, M., Wolfe, K., Chiu, F., Theodoropoulou, A., Ahn, E.R., Lin, Y., Westgate, E.C., Brohmer, H., Hofer, G., Dujols, O., Vezirian, K., Feldman, G., Travaglino, G.A., Ahmed, A., Li, M., Bosch, J., Torunsky, N., Bai, H., Manavalan, M., Song, X., Walczak, R.B., Zdybek, P., Friedemann, M., Rosa, A.D., Kozma, L., Alves, S.G., Lins, S., Pinto, I.R., Correia, R.C., Babinčák, P., Banik, G., Rojas-Berscia, L.M., Varella, M.A.C., Uttley, J., Beshears, J.E., Thommesen, K.K., Behzadnia, B., Geniole, S.N., Silan, M.A., Maturan, P.L.G., Vilsmeier, J.K., Tran, U.S., Izquierdo, S.M., Mensink, M.C., Sorokowski, P., Groyecka-Bernard, A., Radtke, T., Adoric, V.C., Carpentier, J., Özdoğru, A.A., Joy-Gaba, J.A., Hedgebeth, M.V., Ishii, T., Wichman, A.L., Röer, J.P., Ostermann, T., Davis, W.E., Suter, L., Papachristopoulos, K., Zabel, C., Onie, S., Ebersole, C.R., Chartier, C.R., Mallik, P.R., Urry, H.L., Buchanan, E.M., Coles, N.A., Primbs, M.A., Basnight-Brown, D.M., IJzerman, H., Forscher, P.S., Moshontz, H., Wang, K., Goldenberg, A., Dorison, C.A., Miller, J.K., Uusberg, A., Lerner, J.S., Gross, J.J., Agesin, B.B., Bernardo, M., Campos, O., Eudave, L., Grzech, K., Ozery, D.H., Jackson, E.A., Garcia, E.O.L., Drexler, S.M., Jurković, A.P., Rana, K., Wilson, J.P., Antoniadi, M., Desai, K., Gialitaki, Z., Kushnir, E., Nadif, K., Bravo, O.N., Nauman, R., Oosterlinck, M., Pantazi, M., Pilecka, N., Szabelska, A., van Steenkiste, I.M.M., Filip, K., Bozdoc, A.I., Marcu, G.M., Agadullina, E., Adamkovič, M., Roczniewska, M., Reyna, C., Kassianos, A.P., Westerlund, M., Ahlgren, L., Pöntinen, S., Adetula, G.A., Dursun, P., Arinze, A.I., Arinze, N.C., Ogbonnaya, C.E., Ndukaihe, I.L.G., Dalgar, I., Akkas, H., Macapagal, P.M., Lewis, S., Metin-Orta, I., Foroni, F., Willis, M., Santos, A.C., Mokady, A., Reggev, N., Kurfali, M.A., Vasilev, M.R., Nock, N.L., Parzuchowski, M., Espinoza Barría, M.F., Vranka, M., Kohlová, M.B., Ropovik, I., Harutyunyan, M., Wang, C., Yao, E., Becker, M., Manunta, E., Kaminski, G., Boudesseul, J., Marko, D., Evans, K., Lewis, D.M.G., Findor, A., Landry, A.T., Aruta, J.J.B., Ortiz, M.S., Vally, Z., Pronizius, E., Voracek, M., Lamm, C., Grinberg, M., Li, R., Valentova, J.V., Mioni, G., Cellini, N., Chen, S-C, Zickfeld, J., Moon, K., Azab, H., Levy, N., Karababa, A., Beaudry, J.L., Boucher, L., Collins, W.M., Todsen, A.L., van Schie, K., Vintr, J., Bavolar, J., Kaliska, L., Križanić, V., Samojlenko, L., Pourafshari, R., Geiger, S.J., Beitner, J., Warmelink, L., Ross, R.M., Stephen, I.D., Hostler, T.J., Azouaghe, S., McCarthy, R., Szala, A., Grano, C., Solorzano, C.S., Anjum, G., Jimenez-Leal, W., Bradford, M., Pérez, L.C., Cruz Vásquez, J.E., Galindo-Caballero, O.J., Vargas-Nieto, J.C., Kácha, O., Arvanitis, A., Xiao, Q., Cárcamo, R., Zorjan, S., Tajchman, Z., Vilares, I., Pavlacic, J.M., Kunst, J.R., Tamnes, C.K., von Bastian, C.C., Atari, M., Sharifian, M.H., Hricova, M., Kačmár, P., Schrötter, J., Rahal, R-M, Cohen, N., FatahModares, S., Zrimsek, M., Zakharov, I., Koehn, M.A., Esteban-Serna, C., Calin-Jageman, R.J., Krafnick, A. J., Štrukelj, E., Isager, P.M., Urban, J., Silva, J.R., Martončik, M., Očovaj, S.B., Šakan, D., Kuzminska, A.O., Djordjevic, J.M., Almeida, I.A.T., Ferreira, A., Lazarevic, L.B., Manley, H., Ricaurte, D.Z., Monteiro, R.P., Etabari, Z., Musser, E., Dunleavy, D., Chou, W., Godbersen, H., Ruiz-Fernández, S., Reeck, C., Batres, C., Kirgizova, K., Muminov, A., Azevedo, F., Alvarez, D.S., Butt, M.M., Lee, J.M., Chen, Z., Verbruggen, F., Ziano, I., Tümer, M., Charyate, A.C.A., Dubrov, D., Tejada Rivera, M.d.C.M.C., Aberson, C., Pálfi, B., Maldonado, M.A., Hubena, B., Sacakli, A., Ceary, C.D., Richard, K.L., Singer, G., Perillo, J.T., Ballantyne, T., Cyrus-Lai, W., Fedotov, M., Du, H., Wielgus, M., Pit, I.L., Hruška, M., Sousa, D., Aczel, B., Hajdu, N., Szaszi, B., Adamus, S., Barzykowski, K., Micheli, L., Schmidt, N-D, Zsido, A.N., Paruzel-Czachura, M., Muda, R., Bialek, M., Kowal, M., Sorokowska, A., Misiak, M., Mola, D., Ortiz, M.V., Correa, P.S., Belaus, A., Muchembled, F., Ribeiro, R.R., Arriaga, P., Oliveira, R., Vaughn, L.A., Szwed, P., Kossowska, M., Czarnek, G., Kielińska, J., Antazo, B., Betlehem, R., Stieger, S., Nilsonne, G., Simonovic, N., Taber, J., Gourdon-Kanhukamwe, A., Domurat, A., Ihaya, K., Yamada, Y., Urooj, A., Gill, T., Čadek, M., Bylinina, L., Messerschmidt, J., Kurfalı, M., Adetula, A., Baklanova, E., Albayrak-Aydemir, N., Kappes, H.B., Gjoneska, B., House, T., Jones, M.V., Berkessel, J.B., Chopik, W.J., Çoksan, S., Seehuus, M., Khaoudi, A., Bokkour, A., El Arabi, K.A., Djamai, I., Iyer, A., Parashar, N., Adiguzel, A., Kocalar, H.E., Bundt, C., Norton, J.O., Papadatou-Pastou, M., De la Rosa-Gomez, A., Ankushev, V., Bogatyreva, N., Grigoryev, D., Ivanov, A., Prusova, I., Romanova, M., Sarieva, I., Terskova, M., Hristova, E., Kadreva, V.H., Janak, A., Schei, V., Sverdrup, T.E., Askelund, A.D., Pineda, L.M.S., Krupić, D., Levitan, C.A., Johannes, N., Ouherrou, N., Say, N., Sinkolova, S., Janjić, K., Stojanovska, M., Stojanovska, D., Khosla, M., Thomas, A.G., Kung, F.Y.H., Bijlstra, G., Mosannenzadeh, F., Balci, B.B., Reips, U-D, Baskin, E., Ishkhanyan, B., Czamanski-Cohen, J., Dixson, B.J.W., Moreau, D., Sutherland, C.A.M., Chuan-Peng, H., Noone, C., Flowe, H., Anne, M., Janssen, S.M.J., Topor, M., Majeed, N.M., Kunisato, Y., Yu, K., Daches, S., Hartanto, A., Vdovic, M., Anton-Boicuk, L., Forbes, P.A.G., Kamburidis, J., Marinova, E., Nedelcheva-Datsova, M., Rachev, N.R., Stoyanova, A., Schmidt, K., Suchow, J.W., Koptjevskaja-Tamm, M., Jernsäther, T., Olofsson, J.K., Bialobrzeska, O., Marszalek, M., Tatachari, S., Afhami, R., Law, W., Antfolk, J., Žuro, B., Van Doren, N., Soto, J.A., Searston, R., Miranda, J., Damnjanović, K., Yeung, S.K., Hoyer, K., Jaeger, B., Ren, D., Pfuhl, G., Klevjer, K., Corral-Frías, N.S., Frias-Armenta, M., Lucas, M.Y., Torres, A.O., Toro, M., Delgado, L.G.J., Vega, D., Solas, S.Á., Vilar, R., Massoni, S., Frizzo, T., Bran, A., Vaidis, D.C., Vieira, L., Paris, B., Capizzi, M., Coelho, G.L.d.H., Greenburgh, A., Whitt, C.M., Tullett, A.M., Du, X., Volz, L., Bosma, M.J., Karaarslan, C., Sarıoğuz, E., Allred, T.B., Korbmacher, M., Colloff, M.F., Lima, T.J.S., Ribeiro, M.F.F., Verharen, J.P.H., Karekla, M., Karashiali, C., Sunami, N., Jaremka, L.M., Storage, D., Habib, S., Studzinska, A., Hanel, P.H.P., Holford, D.L., Sirota, M., Wolfe, K., Chiu, F., Theodoropoulou, A., Ahn, E.R., Lin, Y., Westgate, E.C., Brohmer, H., Hofer, G., Dujols, O., Vezirian, K., Feldman, G., Travaglino, G.A., Ahmed, A., Li, M., Bosch, J., Torunsky, N., Bai, H., Manavalan, M., Song, X., Walczak, R.B., Zdybek, P., Friedemann, M., Rosa, A.D., Kozma, L., Alves, S.G., Lins, S., Pinto, I.R., Correia, R.C., Babinčák, P., Banik, G., Rojas-Berscia, L.M., Varella, M.A.C., Uttley, J., Beshears, J.E., Thommesen, K.K., Behzadnia, B., Geniole, S.N., Silan, M.A., Maturan, P.L.G., Vilsmeier, J.K., Tran, U.S., Izquierdo, S.M., Mensink, M.C., Sorokowski, P., Groyecka-Bernard, A., Radtke, T., Adoric, V.C., Carpentier, J., Özdoğru, A.A., Joy-Gaba, J.A., Hedgebeth, M.V., Ishii, T., Wichman, A.L., Röer, J.P., Ostermann, T., Davis, W.E., Suter, L., Papachristopoulos, K., Zabel, C., Onie, S., Ebersole, C.R., Chartier, C.R., Mallik, P.R., Urry, H.L., Buchanan, E.M., Coles, N.A., Primbs, M.A., Basnight-Brown, D.M., IJzerman, H., Forscher, P.S., and Moshontz, H.

Abstract

Correction to: Nature Human Behaviour https://doi.org/10.1038/s41562-021-01173-x, published online 2 August 2021. In the version of this article initially published, the following authors were omitted from the author list and the Author contributions section for “investigation” and “writing and editing”: Nandor Hajdu (Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary), Jordane Boudesseul (Facultad de Psicología, Instituto de Investigación Científica, Universidad de Lima, Lima, Perú), Rafał Muda (Faculty of Economics, Maria Curie-Sklodowska University, Lublin, Poland) and Sandersan Onie (Black Dog Institute, UNSW Sydney, Sydney, Australia & Emotional Health for All Foundation, Jakarta, Indonesia). In addition, Saeideh FatahModares’ name was originally misspelled as Saiedeh FatahModarres in the author list. Further, affiliations have been corrected for Maria Terskova (National Research University Higher School of Economics, Moscow, Russia), Susana Ruiz Fernandez (FOM University of Applied Sciences, Essen; Leibniz-Institut für Wissensmedien, Tübingen, and LEAD Research Network, Eberhard Karls University, Tübingen, Germany), Hendrik Godbersen (FOM University of Applied Sciences, Essen, Germany), Gulnaz Anjum (Department of Psychology, Simon Fraser University, Burnaby, Canada, and Department of Economics & Social Sciences, Institute of Business Administration, Karachi, Pakistan). The changes have been made to the HTML and PDF versions of the article.

Published
2022

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

Author

Dorison, C. A., Lerner, J. S., Heller, B. H., Rothman, A. J., Kawachi, I. I., Wang, K., Rees, V. W., Gill, B. P., Gibbs, N., Ebersole, C. R., Vally, Z., Tajchman, Z., Zsido, A. N., Zrimsek, M., Chen, Z., Ziano, I., Gialitaki, Z., Ceary, C. D., Jang, Y., Lin, Y., Kunisato, Y., Yamada, Y., Xiao, Q., Jiang, X., Du, X., Yao, E., Ryan, W., Wilson, J. P., Cyrus-Lai, W., Jimenez-Leal, W., Law, W., Unanue, W., Collins, W. M., Richard, K. L., Vranka, M., Ankushev, V., Schei, V., DePaola, C., Lerche, V., Kovic, V., Križanić, V., Kadreva, V. H., Adoric, V. C., Tran, U. S., Yeung, S. K., Hassan, W., Houston, R., Machin, M. A., Lima, T. J. S., Ostermann, T., Frizzo, T., Sverdrup, T. E., House, T., Gill, T., Fedotov, M., Paltrow, T., Jernsäther, T., Rahman, T., Machin, T., Koptjevskaja-Tamm, M., Hostler, T. J., Ishii, T., Szaszi, B., Adamus, S., Suter, L., von Bormann, S. M., Habib, S., Studzinska, A., Stojanovska, D., Janssen, S. M. J., Stieger, S., Schulenberg, S. E., Tatachari, S., Azouaghe, S., Sorokowski, P., Sorokowska, A., Song, X., Morbée, S., Lewis, S. C., Sinkolova, S., Grigoryev, D., Drexler, S. M., Daches, S., Levine, S. L., Geniole, S. N., Akter, S., Vračar, S., Massoni, S., Costa, S., Zorjan, S., Sarıoğuz, E., Morales Izquierdo, S., Tshonda, S. S., Alves, S. G., Pöntinen, S., Álvarez Solas, S., Ordoñez-Riaño, S., Batić Očovaj, S., Onie, S., Lins, S., Biberauer, T., Çoksan, S., Khumkom, S., Sacakli, A., Ruiz-Fernández, S., Geiger, S. J., FatahModares, S., Walczak, R. B., Betlehem, R., Vilar, R., Doekemeijer, R., Cárcamo, R., Ross, R. M., McCarthy, R., Ballantyne, T., Westgate, E. C., Gargurevich, R., Afhami, R., Ren, D., Monteiro, R. P., Reips, U-D., Reggev, N., Calin-Jageman, R. J., Pourafshari, R., London, R., Oliveira, R., Nedelcheva-Datsova, M., Rahal, R-M., Ribeiro, R. R., Radtke, T., Searston, R., Jai-ai, R., Habte, R., Zdybek, P., Chen, S-C., Wajanatinapart, P., Maturan, P. L. G., Perillo, J. T., Isager, P. M., Kačmár, P., Macapagal, P. M., Maniaci, M. R., Szwed, P., Hanel, P. H. P., Forbes, P. A. G., Arriaga, P., Paris, B., Parashar, N., Papachristopoulos, K., Sebastián-Correa, P., Kácha, O., Bernardo, M., Campos, O., Niño Bravo, O., Galindo-Caballero, O. J., Ogbonnaya, C. E., Bialobrzeska, O., Kiselnikova, N., Simonovic, N., Cohen, N., Nock, N. L., Hernandez, A., Thogersen-Ntoumani, C., Ntoumanis, N., Johannes, N., Albayrak-Aydemir, N., Say, N., Neubauer, A. B., Martin, N. I., Torunsky, N., van Antwerpen, N., Van Doren, N., Sunami, N., Rachev, N. R., Majeed, N. M., Schmidt, N-D., Nadif, K., Corral-Frías, N. S., Ouherrou, N., Abbas, N., Pantazi, M., Lucas, M. Y., Vasilev, Martin R., Ortiz, M. V., Butt, M. M., Kurfali, M., Kabir, M., Muda, R., Tejada Rivera, M. C., Sirota, M., Seehuus, M., Parzuchowski, M., Toro, M., Hricova, M., Alarcón Maldonado, M., Rentzelas, P., Vansteenkiste, M., Metz, M. A., Marszalek, M., Karekla, M., Mioni, G., Bosma, M. J., Westerlund, M., Vdovic, M., Bialek, M., Silan, M. A., Anne, M., Misiak, M., Gugliandolo, M. C., Grinberg, M., Capizzi, M., Espinoza Barría, M. F., Kurfali, M. A., Mensink, M. C., Harutyunyan, M., Khosla, M., Dunn, M. R., Korbmacher, M., Adamkovič, M., Ribeiro, M. F. F., Terskova, M., Hruška, M., Martončik, M., Jansen, M., Voracek, M., Čadek, M., Frias-Armenta, M., Kowal, M., Topor, M., Roczniewska, M., Oosterlinck, M., Braun Kohlová, M., Paruzel-Czachura, M., Sabristov, M., Romanova, M., Papadatou-Pastou, M., Lund, M. L., Antoniadi, M., Magrin, M. E., Jones, M. V., Ortiz, M. S., Manavalan, M., Muminov, A., Kossowska, M., Friedemann, M., Wielgus, M., van Hooff, M. L. M., Varella, M. A. C., Standage, M., Nicolotti, M., Colloff, M. F., Bradford, M., Vaughn, L. A., Eudave, L., Vieira, L., Sanabria Pineda, L. M., Matos, L., Calderón Pérez, L., Lazarevic, L. B., Jaremka, L. M., Smit, E. S., Kushnir, E., Ferguson, L. J., Anton-Boicuk, L., Lins de Holanda Coelho, G., Ahlgren, L., Liga, F., Levitan, C. A., Micheli, L., Gunton, L-A., Volz, L., Stojanovska, M., Boucher, L., Samojlenko, L., Javela Delgado, L. G., Kaliska, L., Labadi, B., Warmelink, L., Rojas-Berscia, L. M., Yu, K., Wylie, K., Wachowicz, J., Desai, K., Barzykowski, K., Kozma, L., Evans, K., Kirgizova, K., Agesin, B. E., Koehn, M. A., Wolfe, K., Korobova, T., Morris, K., Klevjer, K., van Schie, K., Vezirian, K., Damnjanović, K., Krabbe Thommesen, K., Schmidt, K., Filip, K., Staniaszek, K., Grzech, K., Hoyer, K., Moon, K., Khaobunmasiri, S., Rana, K., Janjić, K., Suchow, J. W., Kielińska, J., Cruz Vásquez, J. E., Chanal, J., Beitner, J., Vargas-Nieto, J. C., Roxas, J. C. T., Taber, J., Urriago-Rayo, J., Pavlacic, J. M., Benka, J., Bavolar, J., Soto, J. A., Olofsson, J. K., Vilsmeier, J. K., Messerschmidt, J., Czamanski-Cohen, J., Waterschoot, J., Moss, J. D., Boudesseul, J., Lee, J. M., Kamburidis, J., Joy-Gaba, J. A., Zickfeld, J., Miranda, J. F., Verharen, J. P. H., Hristova, E., Beshears, J. E., Đorđević, J. M., Bosch, J., Valentova, J. V., Antfolk, J., Berkessel, J. B., Schrötter, J., Urban, J., Röer, J. P., Norton, J. O., Silva, J. R., Pickering, J. S., Vintr, J., Uttley, J., Kunst, J. R., Ndukaihe, I. L. G., Iyer, A., Vilares, I., Ivanov, A., Ropovik, I., Sula, I., Sarieva, I., Metin-Orta, I., Prusova, I., Pinto, I., Bozdoc, A. I., Almeida, I. A. T., Pit, I. L., Dalgar, I., Zakharov, I., Arinze, A. I., Ihaya, K., Stephen, I. D., Gjoneska, B., Brohmer, H., Flowe, H., Godbersen, H., Kocalar, H. E., Hedgebeth, M. V., Chuan-Peng, H., Sharifian, M. H., Manley, H., Akkas, H., Hajdu, N., Azab, H., Kaminski, G., Nilsonne, G., Anjum, G., Travaglino, G. A., Feldman, G., Pfuhl, G., Czarnek, G., Marcu, G. M., Hofer, G., Banik, G., Adetula, G. A., Bijlstra, G., Verbruggen, F., Kung, F. Y. H., Martela, F., Foroni, F., Forest, J., Singer, G., Muchembled, F., Azevedo, F., Mosannenzadeh, F., Marinova, E., Štrukelj, E., Etebari, Z., Baskin, E., Garcia, E. O. L., Musser, E., van Steenkiste, I. M. M., Bradshaw, E. L., Ahn, E. R., Quested, E., Pronizius, E., Jackson, E. A., Manunta, E., Agadullina, E., Šakan, D., Dursun, P., Dujols, O., Dubrov, D., Willis, M., Tümer, M., Beaudry, J. L., Popović, D., Dunleavy, D., Djamai, I., Krupić, D., Herrera, D., Vega, D., Du, H., Mola, D., Chakarova, D., Davis, W. E., Holford, D. L., Lewis, D. M. G., Vaidis, D. C., Hausman Ozery, D., Zambrano Ricaurte, D., Storage, D., Sousa, D., Serrato Alvarez, D., Boller, D., Dalla Rosa, A., Dimova, D., Marko, D., Moreau, D., Reeck, C., Correia, R. C., Whitt, C. M., Lamm, C., Singh Solorzano, C., von Bastian, C.C., Sutherland, C. A. M., Overkott, C., Aberson, C. L., Wang, C., Niemiec, C. P., Reimer, C., Karashiali, C., Noone, C., Chiu, F., Picciocchi, C., Eben, C., Brownlow, C., Karaarslan, C., Cellini, N., Esteban-Serna, C., Reyna, C., Ferreyra, C., Batres, C., Li, R., Grano, C., Carpentier, J., Tamnes, C. K., Fu, C. H. Y., Ishkhanyan, B., Bylinina, L., Jaeger, B., Bundt, C., Bulut Allred, T., Vermote, B. J., Bokkour, A., Bogatyreva, N., Shi, J., Chopik, W. J., Antazo, B., Becker, M., Bayyat, M. M., Cocco, B., Chou, W-L., Barkoukis, V., Aczel, B., Baklanova, E., Bai, H., Balci, B. B., Babinčák, P., Soenens, B., Dixson, B. J. W., Mokady, A., Kappes, H. B., Atari, M., Szala, A., Szabelska, A., Aruta, J. J. B., Domurat, A., Arinze, N. C., Modena, A., Adiguzel, A., Monajem, A., El Arabi, K. A., Özdoğru, A. A., Rothbaum, A. O., Torres, A. J. O., Theodoropoulou, A., Skowronek, A., Jurković, A. P., Singh, A., Kassianos, A. P., Findor, A., Hartanto, A., Thibault Landry, A., Ferreira, A., Caetano Santos, A., De la Rosa-Gomez, A., Gourdon-Kanhukamwe, A., Luxon, A. M., Todsen, A. L., Karababa, A., Janak, A., Pilato, A., Bran, A., Tullett, A. M., Kuzminska, A. O., Krafnick, A. J., Urooj, A., Khaoudi, A., Ahmed, A., Groyecka-Bernard, A., Askelund, A. D., Adetula, A., Belaus, A., Charyate, A. C., Wichman, A. L., Stoyanova, A., Greenburgh, A., Thomas, A. G., Arvanitis, A., Forscher, P. S., Mallik, P. R., Primbs, M. A., Miller, J. K., Moshontz, H., Urry, H. L., IJzerman, H., Basnight-Brown, D. M., Chartier, C. R., Buchanan, E. M., Coles, N. A., MÜ, Eğitim Fakültesi, Eğitim Bilimleri Bölümü, Kocalar, Halil Emre, Faculdade de Psicologia e de Ciências da Educação, Organizational Psychology, Jernsäther, Teodor [0000-0002-7030-3299], Tatachari, Srinivasan [0000-0003-1838-2361], Geiger, Sandra J [0000-0002-3262-5609], Butt, Muhammad Mussaffa [0000-0001-5271-111X], Varella, Marco A C [0000-0002-7274-7360], Stephen, Ian D [0000-0001-9714-8295], Kaminski, Gwenael [0000-0001-5300-5655], Bai, Hui [0000-0003-2671-5955], Coles, Nicholas A [0000-0001-8583-5610], Apollo - University of Cambridge Repository, Center Ph. D. Students, Department of Social Psychology, Tilburg University, and Medical and Clinical Psychology

Subjects
Nudges, Behaviour Change and Well-being, ddc:150, 230 Affective Neuroscience, SDG 3 - Good Health and Well-being, message framing, anxiety, nudges, COVID-19, Message framing, General Medicine, Anxiety
Abstract

Contains fulltext : 284232.pdf (Publisher’s version ) (Closed access) The COVID-19 pandemic (and its aftermath) highlights a critical need to communicate health information effectively to the global public. Given that subtle differences in information framing can have meaningful effects on behavior, behavioral science research highlights a pressing question: Is it more effective to frame COVID-19 health messages in terms of potential losses (e.g., "If you do not practice these steps, you can endanger yourself and others") or potential gains (e.g., "If you practice these steps, you can protect yourself and others")? Collecting data in 48 languages from 15,929 participants in 84 countries, we experimentally tested the effects of message framing on COVID-19-related judgments, intentions, and feelings. Loss- (vs. gain-) framed messages increased self-reported anxiety among participants cross-nationally with little-to-no impact on policy attitudes, behavioral intentions, or information seeking relevant to pandemic risks. These results were consistent across 84 countries, three variations of the message framing wording, and 560 data processing and analytic choices. Thus, results provide an empirical answer to a global communication question and highlight the emotional toll of loss-framed messages. Critically, this work demonstrates the importance of considering unintended affective consequences when evaluating nudge-style interventions. 26 p.

Published
2022
Full Text
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15. Normality plots, sensitivity analyses, and synthetic data from The effect of attention on body size adaptation and body dissatisfaction

Author

House, T., Stephen, I. D., Penton-Voak, I. S., and Brooks, K. R.

Abstract

This file reports the normality plots (Appendix A) and results of sensitivity analyses (Appendix B) reported in the manuscript. Appendix C reports the results on the general and specific utility of the synthetic dataset, which was created from the original data set using the synthpop R package.

Published
2022
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16. Erratum: Author Correction: A multi-country test of brief reappraisal interventions on emotions during the COVID-19 pandemic (Nature human behaviour (2021) 5 8 (1089-1110))

Author

Wang, K., Goldenberg, A., Dorison, C. A., Miller, J. K., Uusberg, A., Lerner, J. S., Gross, J. J., Agesin, B. B., Bernardo, M., Campos, O., Eudave, L., Grzech, K., Ozery, D. H., Jackson, E. A., Garcia, E. O. L., Drexler, S. M., Jurkovic, A. P., Rana, K., Wilson, J. P., Antoniadi, M., Desai, K., Gialitaki, Z., Kushnir, E., Nadif, K., Bravo, O. N., Nauman, R., Oosterlinck, M., Pantazi, M., Pilecka, N., Szabelska, A., van Steenkiste, I. M. M., Filip, K., Bozdoc, A. I., Marcu, G. M., Agadullina, E., Adamkovic, M., Roczniewska, M., Reyna, C., Kassianos, A. P., Westerlund, M., Ahlgren, L., Pontinen, S., Adetula, G. A., Dursun, P., Arinze, A. I., Arinze, N. C., Ogbonnaya, C. E., Ndukaihe, I. L. G., Dalgar, I., Akkas, H., Macapagal, P. M., Lewis, S., Metin-Orta, I., Foroni, F., Willis, M., Santos, A. C., Mokady, A., Reggev, N., Kurfali, M. A., Vasilev, M. R., Nock, N. L., Parzuchowski, M., Espinoza Barria, M. F., Vranka, M., Kohlova, M. B., Ropovik, I., Harutyunyan, M., Wang, C., Yao, E., Becker, M., Manunta, E., Kaminski, G., Boudesseul, J., Marko, D., Evans, K., Lewis, D. M. G., Findor, A., Landry, A. T., Aruta, J. J. B., Ortiz, M. S., Vally, Z., Pronizius, E., Voracek, M., Lamm, C., Grinberg, M., Li, R., Valentova, J. V., Mioni, G., Cellini, N., Chen, S. -C., Zickfeld, J., Moon, K., Azab, H., Levy, N., Karababa, A., Beaudry, J. L., Boucher, L., Collins, W. M., Todsen, A. L., van Schie, K., Vintr, J., Bavolar, J., Kaliska, L., Krizanic, V., Samojlenko, L., Pourafshari, R., Geiger, S. J., Beitner, J., Warmelink, L., Ross, R. M., Stephen, I. D., Hostler, T. J., Azouaghe, S., Mccarthy, R., Szala, A., Grano, C., Solorzano, C. S., Anjum, G., Jimenez-Leal, W., Bradford, M., Perez, L. C., Cruz Vasquez, J. E., Galindo-Caballero, O. J., Vargas-Nieto, J. C., Kacha, O., Arvanitis, A., Xiao, Q., Carcamo, R., Zorjan, S., Tajchman, Z., Vilares, I., Pavlacic, J. M., Kunst, J. R., Tamnes, C. K., von Bastian, C. C., Atari, M., Sharifian, M., Hricova, M., Kacmar, P., Schrotter, J., Rahal, R. -M., Cohen, N., Fatahmodares, S., Zrimsek, M., Zakharov, I., Koehn, M. A., Esteban-Serna, C., Calin-Jageman, R. J., Krafnick, A. J., Strukelj, E., Isager, P. M., Urban, J., Silva, J. R., Martoncik, M., Ocovaj, S. B., Sakan, D., Kuzminska, A. O., Djordjevic, J. M., Almeida, I. A. T., Ferreira, A., Lazarevic, L. B., Manley, H., Ricaurte, D. Z., Monteiro, R. P., Etabari, Z., Musser, E., Dunleavy, D., Chou, W., Godbersen, H., Ruiz-Fernandez, S., Reeck, C., Batres, C., Kirgizova, K., Muminov, A., Azevedo, F., Alvarez, D. S., Butt, M. M., Lee, J. M., Chen, Z., Verbruggen, F., Ziano, I., Tumer, M., Charyate, A. C. A., Dubrov, D., Tejada Rivera, M. D. C. M. C., Aberson, C., Palfi, B., Maldonado, M. A., Hubena, B., Sacakli, A., Ceary, C. D., Richard, K. L., Singer, G., Perillo, J. T., Ballantyne, T., Cyrus-Lai, W., Fedotov, M., Du, H., Wielgus, M., Pit, I. L., Hruska, M., Sousa, D., Aczel, B., Hajdu, N., Szaszi, B., Adamus, S., Barzykowski, K., Micheli, L., Schmidt, N. -D., Zsido, A. N., Paruzel-Czachura, M., Muda, R., Bialek, M., Kowal, M., Sorokowska, A., Misiak, M., Mola, D., Ortiz, M. V., Correa, P. S., Belaus, A., Muchembled, F., Ribeiro, R. R., Arriaga, P., Oliveira, R., Vaughn, L. A., Szwed, P., Kossowska, M., Czarnek, G., Kielinska, J., Antazo, B., Betlehem, R., Stieger, S., Nilsonne, G., Simonovic, N., Taber, J., Gourdon-Kanhukamwe, A., Domurat, A., Ihaya, K., Yamada, Y., Urooj, A., Gill, T., Cadek, M., Bylinina, L., Messerschmidt, J., Kurfali, M., Adetula, A., Baklanova, E., Albayrak-Aydemir, N., Kappes, H. B., Gjoneska, B., House, T., Jones, M. V., Berkessel, J. B., Chopik, W. J., Coksan, S., Seehuus, M., Khaoudi, A., Bokkour, A., El Arabi, K. A., Djamai, I., Iyer, A., Parashar, N., Adiguzel, A., Kocalar, H. E., Bundt, C., Norton, J. O., Papadatou-Pastou, M., De la Rosa-Gomez, A., Ankushev, V., Bogatyreva, N., Grigoryev, D., Ivanov, A., Prusova, I., Romanova, M., Sarieva, I., Terskova, M., Hristova, E., Kadreva, V. H., Janak, A., Schei, V., Sverdrup, T. E., Askelund, A. D., Pineda, L. M. S., Krupic, D., Levitan, C. A., Johannes, N., Ouherrou, N., Say, N., Sinkolova, S., Janjic, K., Stojanovska, M., Stojanovska, D., Khosla, M., Thomas, A. G., Kung, F. Y. H., Bijlstra, G., Mosannenzadeh, F., Balci, B. B., Reips, U. -D., Baskin, E., Ishkhanyan, B., Czamanski-Cohen, J., Dixson, B. J. W., Moreau, D., Sutherland, C. A. M., Chuan-Peng, H., Noone, C., Flowe, H., Anne, M., Janssen, S. M. J., Topor, M., Majeed, N. M., Kunisato, Y., Yu, K., Daches, S., Hartanto, A., Vdovic, M., Anton-Boicuk, L., Forbes, P. A. G., Kamburidis, J., Marinova, E., Nedelcheva-Datsova, M., Rachev, N. R., Stoyanova, A., Schmidt, K., Suchow, J. W., Koptjevskaja-Tamm, M., Jernsather, T., Olofsson, J. K., Bialobrzeska, O., Marszalek, M., Tatachari, S., Afhami, R., Law, W., Antfolk, J., Zuro, B., Van Doren, N., Soto, J. A., Searston, R., Miranda, J., Damnjanovic, K., Yeung, S. K., Hoyer, K., Jaeger, B., Ren, D., Pfuhl, G., Klevjer, K., Corral-Frias, N. S., Frias-Armenta, M., Lucas, M. Y., Torres, A. O., Toro, M., Delgado, L. G. J., Vega, D., Solas, S. A., Vilar, R., Massoni, S., Frizzo, T., Bran, A., Vaidis, D. C., Vieira, L., Paris, B., Capizzi, M., Coelho, G. L. H., Greenburgh, A., Whitt, C. M., Tullett, A. M., Du, X., Volz, L., Bosma, M. J., Karaarslan, C., Sarioguz, E., Allred, T. B., Korbmacher, M., Colloff, M. F., Lima, T. J. S., Ribeiro, M. F. F., Verharen, J. P. H., Karekla, M., Karashiali, C., Sunami, N., Jaremka, L. M., Storage, D., Habib, S., Studzinska, A., Hanel, P. H. P., Holford, D. L., Sirota, M., Wolfe, K., Chiu, F., Theodoropoulou, A., Ahn, E. R., Lin, Y., Westgate, E. C., Brohmer, H., Hofer, G., Dujols, O., Vezirian, K., Feldman, G., Travaglino, G. A., Ahmed, A., Li, M., Bosch, J., Torunsky, N., Bai, H., Manavalan, M., Song, X., Walczak, R. B., Zdybek, P., Friedemann, M., Rosa, A. D., Kozma, L., Alves, S. G., Lins, S., Pinto, I. R., Correia, R. C., Babincak, P., Banik, G., Rojas-Berscia, L. M., Varella, M. A. C., Uttley, J., Beshears, J. E., Thommesen, K. K., Behzadnia, B., Geniole, S. N., Silan, M. A., Maturan, P. L. G., Vilsmeier, J. K., Tran, U. S., Izquierdo, S. M., Mensink, M. C., Sorokowski, P., Groyecka-Bernard, A., Radtke, T., Adoric, V. C., Carpentier, J., Ozdogru, A. A., Joy-Gaba, J. A., Hedgebeth, M. V., Ishii, T., Wichman, A. L., Roer, J. P., Ostermann, T., Davis, W. E., Suter, L., Papachristopoulos, K., Zabel, C., Onie, S., Ebersole, C. R., Chartier, C. R., Mallik, P. R., Urry, H. L., Buchanan, E. M., Coles, N. A., Primbs, M. A., Basnight-Brown, D. M., Ijzerman, H., Forscher, P. S., and Moshontz, H.

Published
2022

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

Author

Wang, K. Goldenberg, A. Dorison, C.A. Miller, J.K. Uusberg, A. Lerner, J.S. Gross, J.J. Agesin, B.B. Bernardo, M. Campos, O. Eudave, L. Grzech, K. Ozery, D.H. Jackson, E.A. Garcia, E.O.L. Drexler, S.M. Jurković, A.P. Rana, K. Wilson, J.P. Antoniadi, M. Desai, K. Gialitaki, Z. Kushnir, E. Nadif, K. Bravo, O.N. Nauman, R. Oosterlinck, M. Pantazi, M. Pilecka, N. Szabelska, A. van Steenkiste, I.M.M. Filip, K. Bozdoc, A.I. Marcu, G.M. Agadullina, E. Adamkovič, M. Roczniewska, M. Reyna, C. Kassianos, A.P. Westerlund, M. Ahlgren, L. Pöntinen, S. Adetula, G.A. Dursun, P. Arinze, A.I. Arinze, N.C. Ogbonnaya, C.E. Ndukaihe, I.L.G. Dalgar, I. Akkas, H. Macapagal, P.M. Lewis, S. Metin-Orta, I. Foroni, F. Willis, M. Santos, A.C. Mokady, A. Reggev, N. Kurfali, M.A. Vasilev, M.R. Nock, N.L. Parzuchowski, M. Espinoza Barría, M.F. Vranka, M. Kohlová, M.B. Ropovik, I. Harutyunyan, M. Wang, C. Yao, E. Becker, M. Manunta, E. Kaminski, G. Marko, D. Evans, K. Lewis, D.M.G. Findor, A. Landry, A.T. Aruta, J.J.B. Ortiz, M.S. Vally, Z. Pronizius, E. Voracek, M. Lamm, C. Grinberg, M. Li, R. Valentova, J.V. Mioni, G. Cellini, N. Chen, S.-C. Zickfeld, J. Moon, K. Azab, H. Levy, N. Karababa, A. Beaudry, J.L. Boucher, L. Collins, W.M. Todsen, A.L. van Schie, K. Vintr, J. Bavolar, J. Kaliska, L. Križanić, V. Samojlenko, L. Pourafshari, R. Geiger, S.J. Beitner, J. Warmelink, L. Ross, R.M. Stephen, I.D. Hostler, T.J. Azouaghe, S. McCarthy, R. Szala, A. Grano, C. Solorzano, C.S. Anjum, G. Jimenez-Leal, W. Bradford, M. Pérez, L.C. Cruz Vásquez, J.E. Galindo-Caballero, O.J. Vargas-Nieto, J.C. Kácha, O. Arvanitis, A. Xiao, Q. Cárcamo, R. Zorjan, S. Tajchman, Z. Vilares, I. Pavlacic, J.M. Kunst, J.R. Tamnes, C.K. von Bastian, C.C. Atari, M. Sharifian, M.H. Hricova, M. Kačmár, P. Schrötter, J. Rahal, R.-M. Cohen, N. FatahModarres, S. Zrimsek, M. Zakharov, I. Koehn, M.A. Esteban-Serna, C. Calin-Jageman, R.J. Krafnick, A.J. Štrukelj, E. Isager, P.M. Urban, J. Silva, J.R. Martončik, M. Očovaj, S.B. Šakan, D. Kuzminska, A.O. Djordjevic, J.M. Almeida, I.A.T. Ferreira, A. Lazarevic, L.B. Manley, H. Ricaurte, D.Z. Monteiro, R.P. Etabari, Z. Musser, E. Dunleavy, D. Chou, W. Godbersen, H. Ruiz-Fernández, S. Reeck, C. Batres, C. Kirgizova, K. Muminov, A. Azevedo, F. Alvarez, D.S. Butt, M.M. Lee, J.M. Chen, Z. Verbruggen, F. Ziano, I. Tümer, M. Charyate, A.C.A. Dubrov, D. Tejada Rivera, M.C.M.C. Aberson, C. Pálfi, B. Maldonado, M.A. Hubena, B. Sacakli, A. Ceary, C.D. Richard, K.L. Singer, G. Perillo, J.T. Ballantyne, T. Cyrus-Lai, W. Fedotov, M. Du, H. Wielgus, M. Pit, I.L. Hruška, M. Sousa, D. Aczel, B. Szaszi, B. Adamus, S. Barzykowski, K. Micheli, L. Schmidt, N.-D. Zsido, A.N. Paruzel-Czachura, M. Bialek, M. Kowal, M. Sorokowska, A. Misiak, M. Mola, D. Ortiz, M.V. Correa, P.S. Belaus, A. Muchembled, F. Ribeiro, R.R. Arriaga, P. Oliveira, R. Vaughn, L.A. Szwed, P. Kossowska, M. Czarnek, G. Kielińska, J. Antazo, B. Betlehem, R. Stieger, S. Nilsonne, G. Simonovic, N. Taber, J. Gourdon-Kanhukamwe, A. Domurat, A. Ihaya, K. Yamada, Y. Urooj, A. Gill, T. Čadek, M. Bylinina, L. Messerschmidt, J. Kurfalı, M. Adetula, A. Baklanova, E. Albayrak-Aydemir, N. Kappes, H.B. Gjoneska, B. House, T. Jones, M.V. Berkessel, J.B. Chopik, W.J. Çoksan, S. Seehuus, M. Khaoudi, A. Bokkour, A. El Arabi, K.A. Djamai, I. Iyer, A. Parashar, N. Adiguzel, A. Kocalar, H.E. Bundt, C. Norton, J.O. Papadatou-Pastou, M. De la Rosa-Gomez, A. Ankushev, V. Bogatyreva, N. Grigoryev, D. Ivanov, A. Prusova, I. Romanova, M. Sarieva, I. Terskova, M. Hristova, E. Kadreva, V.H. Janak, A. Schei, V. Sverdrup, T.E. Askelund, A.D. Pineda, L.M.S. Krupić, D. Levitan, C.A. Johannes, N. Ouherrou, N. Say, N. Sinkolova, S. Janjić, K. Stojanovska, M. Stojanovska, D. Khosla, M. Thomas, A.G. Kung, F.Y.H. Bijlstra, G. Mosannenzadeh, F. Balci, B.B. Reips, U.-D. Baskin, E. Ishkhanyan, B. Czamanski-Cohen, J. Dixson, B.J.W. Moreau, D. Sutherland, C.A.M. Chuan-Peng, H. Noone, C. Flowe, H. Anne, M. Janssen, S.M.J. Topor, M. Majeed, N.M. Kunisato, Y. Yu, K. Daches, S. Hartanto, A. Vdovic, M. Anton-Boicuk, L. Forbes, P.A.G. Kamburidis, J. Marinova, E. Nedelcheva-Datsova, M. Rachev, N.R. Stoyanova, A. Schmidt, K. Suchow, J.W. Koptjevskaja-Tamm, M. Jernsäther, T. Olofsson, J.K. Bialobrzeska, O. Marszalek, M. Tatachari, S. Afhami, R. Law, W. Antfolk, J. Žuro, B. Van Doren, N. Soto, J.A. Searston, R. Miranda, J. Damnjanović, K. Yeung, S.K. Krupić, D. Hoyer, K. Jaeger, B. Ren, D. Pfuhl, G. Klevjer, K. Corral-Frías, N.S. Frias-Armenta, M. Lucas, M.Y. Torres, A.O. Toro, M. Delgado, L.G.J. Vega, D. Solas, S.Á. Vilar, R. Massoni, S. Frizzo, T. Bran, A. Vaidis, D.C. Vieira, L. Paris, B. Capizzi, M. Coelho, G.L.H. Greenburgh, A. Whitt, C.M. Tullett, A.M. Du, X. Volz, L. Bosma, M.J. Karaarslan, C. Sarıoğuz, E. Allred, T.B. Korbmacher, M. Colloff, M.F. Lima, T.J.S. Ribeiro, M.F.F. Verharen, J.P.H. Karekla, M. Karashiali, C. Sunami, N. Jaremka, L.M. Storage, D. Habib, S. Studzinska, A. Hanel, P.H.P. Holford, D.L. Sirota, M. Wolfe, K. Chiu, F. Theodoropoulou, A. Ahn, E.R. Lin, Y. Westgate, E.C. Brohmer, H. Hofer, G. Dujols, O. Vezirian, K. Feldman, G. Travaglino, G.A. Ahmed, A. Li, M. Bosch, J. Torunsky, N. Bai, H. Manavalan, M. Song, X. Walczak, R.B. Zdybek, P. Friedemann, M. Rosa, A.D. Kozma, L. Alves, S.G. Lins, S. Pinto, I.R. Correia, R.C. Babinčák, P. Banik, G. Rojas-Berscia, L.M. Varella, M.A.C. Uttley, J. Beshears, J.E. Thommesen, K.K. Behzadnia, B. Geniole, S.N. Silan, M.A. Maturan, P.L.G. Vilsmeier, J.K. Tran, U.S. Izquierdo, S.M. Mensink, M.C. Sorokowski, P. Groyecka-Bernard, A. Radtke, T. Adoric, V.C. Carpentier, J. Özdoğru, A.A. Joy-Gaba, J.A. Hedgebeth, M.V. Ishii, T. Wichman, A.L. Röer, J.P. Ostermann, T. Davis, W.E. Suter, L. Papachristopoulos, K. Zabel, C. Ebersole, C.R. Chartier, C.R. Mallik, P.R. Urry, H.L. Buchanan, E.M. Coles, N.A. Primbs, M.A. Basnight-Brown, D.M. IJzerman, H. Forscher, P.S. Moshontz, H.

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. Protocol registration: The stage 1 protocol for this Registered Report was accepted in principle on 12 May 2020. The protocol, as accepted by the journal, can be found at https://doi.org/10.6084/m9.figshare.c.4878591.v1 © 2021, The Author(s), under exclusive licence to Springer Nature Limited.

Published
2021

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

Author

Wang, K., Goldenberg, A., Dorison, C.A., Miller, J.K., Uusberg, A., Lerner, J.S., Gross, J.J., Agesin, B.B., Bernardo, M., Campos, O., Eudave, L., Grzech, K., Ozery, D.H., Jackson, E.A., Garcia, E.O.L., Drexler, S.M., Jurković, A.P., Rana, K., Wilson, J.P., Antoniadi, M., Desai, K., Gialitaki, Z., Kushnir, E., Nadif, K., Bravo, O.N., Nauman, R., Oosterlinck, M., Pantazi, M., Pilecka, N., Szabelska, A., van Steenkiste, I.M.M., Filip, K., Bozdoc, A.I., Marcu, G.M., Agadullina, E., Adamkovič, M., Roczniewska, M., Reyna, C., Kassianos, A.P., Westerlund, M., Ahlgren, L., Pöntinen, S., Adetula, G.A., Dursun, P., Arinze, A.I., Arinze, N.C., Ogbonnaya, C.E., Ndukaihe, I.L.G., Dalgar, I., Akkas, H., Macapagal, P.M., Lewis, S., Metin-Orta, I., Foroni, F., Willis, M., Santos, A.C., Mokady, A., Reggev, N., Kurfali, M.A., Vasilev, M.R., Nock, N.L., Parzuchowski, M., Espinoza Barría, M.F., Vranka, M., Kohlová, M.B., Ropovik, I., Harutyunyan, M., Wang, C., Yao, E., Becker, M., Manunta, E., Kaminski, G., Marko, D., Evans, K., Lewis, D.M.G., Findor, A., Landry, A.T., Aruta, J.J.B., Ortiz, M.S., Vally, Z., Pronizius, E., Voracek, M., Lamm, C., Grinberg, M., Li, R., Valentova, J.V., Mioni, G., Cellini, N., Chen, S-C, Zickfeld, J., Moon, K., Azab, H., Levy, N., Karababa, A., Beaudry, J.L., Boucher, L., Collins, W.M., Todsen, A.L., van Schie, K., Vintr, J., Bavolar, J., Kaliska, L., Križanić, V., Samojlenko, L., Pourafshari, R., Geiger, S.J., Beitner, J., Warmelink, L., Ross, R.M., Stephen, I.D., Hostler, T.J., Azouaghe, S., McCarthy, R., Szala, A., Grano, C., Solorzano, C.S., Anjum, G., Jimenez-Leal, W., Bradford, M., Pérez, L.C., Cruz Vásquez, J.E., Galindo-Caballero, O.J., Vargas-Nieto, J.C., Kácha, O., Arvanitis, A., Xiao, Q., Cárcamo, R., Zorjan, S., Tajchman, Z., Vilares, I., Pavlacic, J.M., Kunst, J.R., Tamnes, C.K., von Bastian, C.C., Atari, M., Sharifian, M., Hricova, M., Kačmár, P., Schrötter, J., Rahal, R-M, Cohen, N., FatahModarres, S., Zrimsek, M., Zakharov, I., Koehn, M.A., Esteban-Serna, C., Calin-Jageman, R.J., Krafnick, A.J., Štrukelj, E., Isager, P.M., Urban, J., Silva, J.R., Martončik, M., Očovaj, S.B., Šakan, D., Kuzminska, A.O., Djordjevic, J.M., Almeida, I.A.T., Ferreira, A., Lazarevic, L.B., Manley, H., Ricaurte, D.Z., Monteiro, R.P., Etabari, Z., Musser, E., Dunleavy, D., Chou, W., Godbersen, H., Ruiz-Fernández, S., Reeck, C., Batres, C., Kirgizova, K., Muminov, A., Azevedo, F., Alvarez, D.S., Butt, M.M., Lee, J.M., Chen, Z., Verbruggen, F., Ziano, I., Tümer, M., Charyate, A.C.A., Dubrov, D., Tejada Rivera, M.d.C.M.C., Aberson, C., Pálfi, B., Maldonado, M.A., Hubena, B., Sacakli, A., Ceary, C.D., Richard, K.L., Singer, G., Perillo, J.T., Ballantyne, T., Cyrus-Lai, W., Fedotov, M., Du, H., Wielgus, M., Pit, I.L., Hruška, M., Sousa, D., Aczel, B., Szaszi, B., Adamus, S., Barzykowski, K., Micheli, L., Schmidt, N-D, Zsido, A.N., Paruzel-Czachura, M., Bialek, M., Kowal, M., Sorokowska, A., Misiak, M., Mola, D., Ortiz, M.V., Correa, P.S., Belaus, A., Muchembled, F., Ribeiro, R.R., Arriaga, P., Oliveira, R., Vaughn, L.A., Szwed, P., Kossowska, M., Czarnek, G., Kielińska, J., Antazo, B., Betlehem, R., Stieger, S., Nilsonne, G., Simonovic, N., Taber, J., Gourdon-Kanhukamwe, A., Domurat, A., Ihaya, K., Yamada, Y., Urooj, A., Gill, T., Čadek, M., Bylinina, L., Messerschmidt, J., Kurfalı, M., Adetula, A., Baklanova, E., Albayrak-Aydemir, N., Kappes, H.B., Gjoneska, B., House, T., Jones, M.V., Berkessel, J.B., Chopik, W.J., Çoksan, S., Seehuus, M., Khaoudi, A., Bokkour, A., El Arabi, K.A., Djamai, I., Iyer, A., Parashar, N., Adiguzel, A., Kocalar, H.E., Bundt, C., Norton, J.O., Papadatou-Pastou, M., De la Rosa-Gomez, A., Ankushev, V., Bogatyreva, N., Grigoryev, D., Ivanov, A., Prusova, I., Romanova, M., Sarieva, I., Terskova, M., Hristova, E., Kadreva, V.H., Janak, A., Schei, V., Sverdrup, T.E., Askelund, A.D., Pineda, L.M.S., Krupić, D., Levitan, C.A., Johannes, N., Ouherrou, N., Say, N., Sinkolova, S., Janjić, K., Stojanovska, M., Stojanovska, D., Khosla, M., Thomas, A.G., Kung, F.Y.H., Bijlstra, G., Mosannenzadeh, F., Balci, B.B., Reips, U-D, Baskin, E., Ishkhanyan, B., Czamanski-Cohen, J., Dixson, B.J.W., Moreau, D., Sutherland, C.A.M., Chuan-Peng, H., Noone, C., Flowe, H., Anne, M., Janssen, S.M.J., Topor, M., Majeed, N.M., Kunisato, Y., Yu, K., Daches, S., Hartanto, A., Vdovic, M., Anton-Boicuk, L., Forbes, P.A.G., Kamburidis, J., Marinova, E., Nedelcheva-Datsova, M., Rachev, N.R., Stoyanova, A., Schmidt, K., Suchow, J.W., Koptjevskaja-Tamm, M., Jernsäther, T., Olofsson, J.K., Bialobrzeska, O., Marszalek, M., Tatachari, S., Afhami, R., Law, W., Antfolk, J., Žuro, B., Van Doren, N., Soto, J.A., Searston, R., Miranda, J., Damnjanović, K., Yeung, S.K., Hoyer, K., Jaeger, B., Ren, D., Pfuhl, G., Klevjer, K., Corral-Frías, N.S., Frias-Armenta, M., Lucas, M.Y., Torres, A.O., Toro, M., Delgado, L.G.J., Vega, D., Solas, S.Á., Vilar, R., Massoni, S., Frizzo, T., Bran, A., Vaidis, D.C., Vieira, L., Paris, B., Capizzi, M., Coelho, G.L.de.H., Greenburgh, A., Whitt, C.M., Tullett, A.M., Du, X., Volz, L., Bosma, M.J., Karaarslan, C., Sarıoğuz, E., Allred, T.B., Korbmacher, M., Colloff, M.F., Lima, T.J.S., Ribeiro, M.F.F., Verharen, J.P.H., Karekla, M., Karashiali, C., Sunami, N., Jaremka, L.M., Storage, D., Habib, S., Studzinska, A., Hanel, P.H.P., Holford, D.L., Sirota, M., Wolfe, K., Chiu, F., Theodoropoulou, A., Ahn, E.R., Lin, Y., Westgate, E.C., Brohmer, H., Hofer, G., Dujols, O., Vezirian, K., Feldman, G., Travaglino, G.A., Ahmed, A., Li, M., Bosch, J., Torunsky, N., Bai, H., Manavalan, M., Song, X., Walczak, R.B., Zdybek, P., Friedemann, M., Rosa, A.D., Kozma, L., Alves, S.G., Lins, S., Pinto, I.R., Correia, R.C., Babinčák, P., Banik, G., Rojas-Berscia, L.M., Varella, M.A.C., Uttley, J., Beshears, J.E., Thommesen, K.K., Behzadnia, B., Geniole, S.N., Silan, M.A., Maturan, P.L.G., Vilsmeier, J.K., Tran, U.S., Izquierdo, S.M., Mensink, M.C., Sorokowski, P., Groyecka-Bernard, A., Radtke, T., Adoric, V.C., Carpentier, J., Özdoğru, A.A., Joy-Gaba, J.A., Hedgebeth, M.V., Ishii, T., Wichman, A.L., Röer, J.P., Ostermann, T., Davis, W.E., Suter, L., Papachristopoulos, K., Zabel, C., Ebersole, C.R., Chartier, C.R., Mallik, P.R., Urry, H.L., Buchanan, E.M., Coles, N.A., Primbs, M.A., Basnight-Brown, D.M., IJzerman, H., Forscher, P.S., Moshontz, H., Wang, K., Goldenberg, A., Dorison, C.A., Miller, J.K., Uusberg, A., Lerner, J.S., Gross, J.J., Agesin, B.B., Bernardo, M., Campos, O., Eudave, L., Grzech, K., Ozery, D.H., Jackson, E.A., Garcia, E.O.L., Drexler, S.M., Jurković, A.P., Rana, K., Wilson, J.P., Antoniadi, M., Desai, K., Gialitaki, Z., Kushnir, E., Nadif, K., Bravo, O.N., Nauman, R., Oosterlinck, M., Pantazi, M., Pilecka, N., Szabelska, A., van Steenkiste, I.M.M., Filip, K., Bozdoc, A.I., Marcu, G.M., Agadullina, E., Adamkovič, M., Roczniewska, M., Reyna, C., Kassianos, A.P., Westerlund, M., Ahlgren, L., Pöntinen, S., Adetula, G.A., Dursun, P., Arinze, A.I., Arinze, N.C., Ogbonnaya, C.E., Ndukaihe, I.L.G., Dalgar, I., Akkas, H., Macapagal, P.M., Lewis, S., Metin-Orta, I., Foroni, F., Willis, M., Santos, A.C., Mokady, A., Reggev, N., Kurfali, M.A., Vasilev, M.R., Nock, N.L., Parzuchowski, M., Espinoza Barría, M.F., Vranka, M., Kohlová, M.B., Ropovik, I., Harutyunyan, M., Wang, C., Yao, E., Becker, M., Manunta, E., Kaminski, G., Marko, D., Evans, K., Lewis, D.M.G., Findor, A., Landry, A.T., Aruta, J.J.B., Ortiz, M.S., Vally, Z., Pronizius, E., Voracek, M., Lamm, C., Grinberg, M., Li, R., Valentova, J.V., Mioni, G., Cellini, N., Chen, S-C, Zickfeld, J., Moon, K., Azab, H., Levy, N., Karababa, A., Beaudry, J.L., Boucher, L., Collins, W.M., Todsen, A.L., van Schie, K., Vintr, J., Bavolar, J., Kaliska, L., Križanić, V., Samojlenko, L., Pourafshari, R., Geiger, S.J., Beitner, J., Warmelink, L., Ross, R.M., Stephen, I.D., Hostler, T.J., Azouaghe, S., McCarthy, R., Szala, A., Grano, C., Solorzano, C.S., Anjum, G., Jimenez-Leal, W., Bradford, M., Pérez, L.C., Cruz Vásquez, J.E., Galindo-Caballero, O.J., Vargas-Nieto, J.C., Kácha, O., Arvanitis, A., Xiao, Q., Cárcamo, R., Zorjan, S., Tajchman, Z., Vilares, I., Pavlacic, J.M., Kunst, J.R., Tamnes, C.K., von Bastian, C.C., Atari, M., Sharifian, M., Hricova, M., Kačmár, P., Schrötter, J., Rahal, R-M, Cohen, N., FatahModarres, S., Zrimsek, M., Zakharov, I., Koehn, M.A., Esteban-Serna, C., Calin-Jageman, R.J., Krafnick, A.J., Štrukelj, E., Isager, P.M., Urban, J., Silva, J.R., Martončik, M., Očovaj, S.B., Šakan, D., Kuzminska, A.O., Djordjevic, J.M., Almeida, I.A.T., Ferreira, A., Lazarevic, L.B., Manley, H., Ricaurte, D.Z., Monteiro, R.P., Etabari, Z., Musser, E., Dunleavy, D., Chou, W., Godbersen, H., Ruiz-Fernández, S., Reeck, C., Batres, C., Kirgizova, K., Muminov, A., Azevedo, F., Alvarez, D.S., Butt, M.M., Lee, J.M., Chen, Z., Verbruggen, F., Ziano, I., Tümer, M., Charyate, A.C.A., Dubrov, D., Tejada Rivera, M.d.C.M.C., Aberson, C., Pálfi, B., Maldonado, M.A., Hubena, B., Sacakli, A., Ceary, C.D., Richard, K.L., Singer, G., Perillo, J.T., Ballantyne, T., Cyrus-Lai, W., Fedotov, M., Du, H., Wielgus, M., Pit, I.L., Hruška, M., Sousa, D., Aczel, B., Szaszi, B., Adamus, S., Barzykowski, K., Micheli, L., Schmidt, N-D, Zsido, A.N., Paruzel-Czachura, M., Bialek, M., Kowal, M., Sorokowska, A., Misiak, M., Mola, D., Ortiz, M.V., Correa, P.S., Belaus, A., Muchembled, F., Ribeiro, R.R., Arriaga, P., Oliveira, R., Vaughn, L.A., Szwed, P., Kossowska, M., Czarnek, G., Kielińska, J., Antazo, B., Betlehem, R., Stieger, S., Nilsonne, G., Simonovic, N., Taber, J., Gourdon-Kanhukamwe, A., Domurat, A., Ihaya, K., Yamada, Y., Urooj, A., Gill, T., Čadek, M., Bylinina, L., Messerschmidt, J., Kurfalı, M., Adetula, A., Baklanova, E., Albayrak-Aydemir, N., Kappes, H.B., Gjoneska, B., House, T., Jones, M.V., Berkessel, J.B., Chopik, W.J., Çoksan, S., Seehuus, M., Khaoudi, A., Bokkour, A., El Arabi, K.A., Djamai, I., Iyer, A., Parashar, N., Adiguzel, A., Kocalar, H.E., Bundt, C., Norton, J.O., Papadatou-Pastou, M., De la Rosa-Gomez, A., Ankushev, V., Bogatyreva, N., Grigoryev, D., Ivanov, A., Prusova, I., Romanova, M., Sarieva, I., Terskova, M., Hristova, E., Kadreva, V.H., Janak, A., Schei, V., Sverdrup, T.E., Askelund, A.D., Pineda, L.M.S., Krupić, D., Levitan, C.A., Johannes, N., Ouherrou, N., Say, N., Sinkolova, S., Janjić, K., Stojanovska, M., Stojanovska, D., Khosla, M., Thomas, A.G., Kung, F.Y.H., Bijlstra, G., Mosannenzadeh, F., Balci, B.B., Reips, U-D, Baskin, E., Ishkhanyan, B., Czamanski-Cohen, J., Dixson, B.J.W., Moreau, D., Sutherland, C.A.M., Chuan-Peng, H., Noone, C., Flowe, H., Anne, M., Janssen, S.M.J., Topor, M., Majeed, N.M., Kunisato, Y., Yu, K., Daches, S., Hartanto, A., Vdovic, M., Anton-Boicuk, L., Forbes, P.A.G., Kamburidis, J., Marinova, E., Nedelcheva-Datsova, M., Rachev, N.R., Stoyanova, A., Schmidt, K., Suchow, J.W., Koptjevskaja-Tamm, M., Jernsäther, T., Olofsson, J.K., Bialobrzeska, O., Marszalek, M., Tatachari, S., Afhami, R., Law, W., Antfolk, J., Žuro, B., Van Doren, N., Soto, J.A., Searston, R., Miranda, J., Damnjanović, K., Yeung, S.K., Hoyer, K., Jaeger, B., Ren, D., Pfuhl, G., Klevjer, K., Corral-Frías, N.S., Frias-Armenta, M., Lucas, M.Y., Torres, A.O., Toro, M., Delgado, L.G.J., Vega, D., Solas, S.Á., Vilar, R., Massoni, S., Frizzo, T., Bran, A., Vaidis, D.C., Vieira, L., Paris, B., Capizzi, M., Coelho, G.L.de.H., Greenburgh, A., Whitt, C.M., Tullett, A.M., Du, X., Volz, L., Bosma, M.J., Karaarslan, C., Sarıoğuz, E., Allred, T.B., Korbmacher, M., Colloff, M.F., Lima, T.J.S., Ribeiro, M.F.F., Verharen, J.P.H., Karekla, M., Karashiali, C., Sunami, N., Jaremka, L.M., Storage, D., Habib, S., Studzinska, A., Hanel, P.H.P., Holford, D.L., Sirota, M., Wolfe, K., Chiu, F., Theodoropoulou, A., Ahn, E.R., Lin, Y., Westgate, E.C., Brohmer, H., Hofer, G., Dujols, O., Vezirian, K., Feldman, G., Travaglino, G.A., Ahmed, A., Li, M., Bosch, J., Torunsky, N., Bai, H., Manavalan, M., Song, X., Walczak, R.B., Zdybek, P., Friedemann, M., Rosa, A.D., Kozma, L., Alves, S.G., Lins, S., Pinto, I.R., Correia, R.C., Babinčák, P., Banik, G., Rojas-Berscia, L.M., Varella, M.A.C., Uttley, J., Beshears, J.E., Thommesen, K.K., Behzadnia, B., Geniole, S.N., Silan, M.A., Maturan, P.L.G., Vilsmeier, J.K., Tran, U.S., Izquierdo, S.M., Mensink, M.C., Sorokowski, P., Groyecka-Bernard, A., Radtke, T., Adoric, V.C., Carpentier, J., Özdoğru, A.A., Joy-Gaba, J.A., Hedgebeth, M.V., Ishii, T., Wichman, A.L., Röer, J.P., Ostermann, T., Davis, W.E., Suter, L., Papachristopoulos, K., Zabel, C., Ebersole, C.R., Chartier, C.R., Mallik, P.R., Urry, H.L., Buchanan, E.M., Coles, N.A., Primbs, M.A., Basnight-Brown, D.M., IJzerman, H., Forscher, P.S., and Moshontz, H.

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.

Published
2021

22. The population attributable fraction of cases due to gatherings and groups with relevance to COVID-19 mitigation strategies

Author

Brooks-Pollock, E., Read, J.M., House, T., Medley, G.F., Keeling, M.J., Danon, L., Brooks-Pollock, E., Read, J.M., House, T., Medley, G.F., Keeling, M.J., and Danon, L.

Abstract

Many countries have banned groups and gatherings as part of their response to the pandemic caused by the coronavirus, SARS-CoV-2. Although there are outbreak reports involving mass gatherings, the contribution to overall transmission is unknown. We used data from a survey of social contact behaviour that specifically asked about contact with groups to estimate the population attributable fraction (PAF) due to groups as the relative change in the basic reproduction number when groups are prevented. Groups of 50+ individuals accounted for 0.5% of reported contact events, and we estimate that the PAF due to groups of 50+ people is 5.4% (95% confidence interval 1.4%, 11.5%). The PAF due to groups of 20+ people is 18.9% (12.7%, 25.7%) and the PAF due to groups of 10+ is 25.2% (19.4%, 31.4%). Under normal circumstances with pre-COVID-19 contact patterns, large groups of individuals have a relatively small epidemiological impact; small- and medium-sized groups between 10 and 50 people have a larger impact on an epidemic. This article is part of the theme issue 'Modelling that shaped the early COVID-19 pandemic response in the UK'. © 2021 The Authors.

Published
2021

24. Influencing public health policy with data-informed mathematical models of infectious diseases: Recent developments and new challenges

Author

Alahmadi, A, Belet, S, Black, A, Cromer, D, Flegg, JA, House, T, Jayasundara, P, Keith, JM, McCaw, JM, Moss, R, Ross, J, Shearer, FM, Tun, STT, Walker, CR, White, L, Whyte, JM, Yan, AWC, Zarebski, AE, Alahmadi, A, Belet, S, Black, A, Cromer, D, Flegg, JA, House, T, Jayasundara, P, Keith, JM, McCaw, JM, Moss, R, Ross, J, Shearer, FM, Tun, STT, Walker, CR, White, L, Whyte, JM, Yan, AWC, and Zarebski, AE

Abstract

Modern data and computational resources, coupled with algorithmic and theoretical advances to exploit these, allow disease dynamic models to be parameterised with increasing detail and accuracy. While this enhances models' usefulness in prediction and policy, major challenges remain. In particular, lack of identifiability of a model's parameters may limit the usefulness of the model. While lack of parameter identifiability may be resolved through incorporation into an inference procedure of prior knowledge, formulating such knowledge is often difficult. Furthermore, there are practical challenges associated with acquiring data of sufficient quantity and quality. Here, we discuss recent progress on these issues.

Published
2020

25. Key questions for modelling COVID-19 exit strategies

Author

Thompson, RN, Hollingsworth, TD, Isham, V, Arribas-Bel, D, Ashby, B, Britton, T, Challenor, P, Chappell, LHK, Clapham, H, Cunniffe, NJ, Dawid, AP, Donnelly, CA, Eggo, RM, Funk, S, Gilbert, N, Glendinning, P, Gog, JR, Hart, WS, Heesterbeek, H, House, T, Keeling, M, Kiss, IZ, Kretzschmar, ME, Lloyd, AL, McBryde, ES, McCaw, JM, McKinley, TJ, Miller, JC, Morris, M, O'Neill, PD, Parag, K, Pearson, CAB, Pellis, L, Pulliam, JRC, Ross, J, Tomba, GS, Silverman, BW, Struchiner, CJ, Tildesley, MJ, Trapman, P, Webb, CR, Mollison, D, Restif, O, Thompson, RN, Hollingsworth, TD, Isham, V, Arribas-Bel, D, Ashby, B, Britton, T, Challenor, P, Chappell, LHK, Clapham, H, Cunniffe, NJ, Dawid, AP, Donnelly, CA, Eggo, RM, Funk, S, Gilbert, N, Glendinning, P, Gog, JR, Hart, WS, Heesterbeek, H, House, T, Keeling, M, Kiss, IZ, Kretzschmar, ME, Lloyd, AL, McBryde, ES, McCaw, JM, McKinley, TJ, Miller, JC, Morris, M, O'Neill, PD, Parag, K, Pearson, CAB, Pellis, L, Pulliam, JRC, Ross, J, Tomba, GS, Silverman, BW, Struchiner, CJ, Tildesley, MJ, Trapman, P, Webb, CR, Mollison, D, and Restif, O

Abstract

Combinations of intense non-pharmaceutical interventions (lockdowns) were introduced worldwide to reduce SARS-CoV-2 transmission. Many governments have begun to implement exit strategies that relax restrictions while attempting to control the risk of a surge in cases. Mathematical modelling has played a central role in guiding interventions, but the challenge of designing optimal exit strategies in the face of ongoing transmission is unprecedented. Here, we report discussions from the Isaac Newton Institute 'Models for an exit strategy' workshop (11-15 May 2020). A diverse community of modellers who are providing evidence to governments worldwide were asked to identify the main questions that, if answered, would allow for more accurate predictions of the effects of different exit strategies. Based on these questions, we propose a roadmap to facilitate the development of reliable models to guide exit strategies. This roadmap requires a global collaborative effort from the scientific community and policymakers, and has three parts: (i) improve estimation of key epidemiological parameters; (ii) understand sources of heterogeneity in populations; and (iii) focus on requirements for data collection, particularly in low-to-middle-income countries. This will provide important information for planning exit strategies that balance socio-economic benefits with public health.

Published
2020

26. Information content of household-stratified epidemics

Author

Kinyanjui, T.M., Pellis, L., and House, T.

Subjects
Epidemiology, Public Health, Environmental and Occupational Health, Study design, Microbiology, lcsh:Infectious and parasitic diseases, Infectious Diseases, Virology, Data collection, Parameter estimation, Parasitology, Households model, lcsh:RC109-216, QA, RA
Abstract

Household structure is a key driver of many infectious diseases, as well as a natural target for interventions such as vaccination programs. Many theoretical and conceptual advances on household-stratified epidemic models are relatively recent, but have successfully managed to increase the applicability of such models to practical problems. To be of maximum realism and hence benefit, they require parameterisation from epidemiological data, and while household-stratified final size data has been the traditional source, increasingly time-series infection data from households are becoming available. This paper is concerned with the design of studies aimed at collecting time-series epidemic data in order to maximize the amount of information available to calibrate household models. A design decision involves a trade-off between the number of households to enrol and the sampling frequency. Two commonly used epidemiological study designs are considered: cross-sectional, where different households are sampled at every time point, and cohort, where the same households are followed over the course of the study period. The search for an optimal design uses Bayesian computationally intensive methods to explore the joint parameter-design space combined with the Shannon entropy of the posteriors to estimate the amount of information in each design. For the cross-sectional design, the amount of information increases with the sampling intensity, i.e., the designs with the highest number of time points have the most information. On the other hand, the cohort design often exhibits a trade-off between the number of households sampled and the intensity of follow-up. Our results broadly support the choices made in existing epidemiological data collection studies. Prospective problem-specific use of our computational methods can bring significant benefits in guiding future study designs.

Published
2016
Full Text
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27. Extinction times in the subcritical stochastic SIS logistic epidemic

Author

Luczak, M, Brightwell, G, House, T, Luczak, M, Brightwell, G, and House, T

Abstract

Many real epidemics of an infectious disease are not straightforwardly super- or sub-critical, and the understanding of epidemic models that exhibit such complexity has been identified as a priority for theoretical work. We provide insights into the near-critical regime by considering the stochastic SIS logistic epidemic, a well-known birth-and-death chain used to model the spread of an epidemic within a population of a given size N. We study the behaviour of the process as the population size N tends to infinity. Our results cover the entire subcritical regime, including the "barely subcritical" regime, where the recovery rate exceeds the infection rate by an amount that tends to 0 as [Formula: see text] but more slowly than [Formula: see text]. We derive precise asymptotics for the distribution of the extinction time and the total number of cases throughout the subcritical regime, give a detailed description of the course of the epidemic, and compare to numerical results for a range of parameter values. We hypothesise that features of the course of the epidemic will be seen in a wide class of other epidemic models, and we use real data to provide some tentative and preliminary support for this theory.

Published
2018

28. Spreading of components of mood in adolescent social networks

Author

Eyre, RW, House, T, Hill, EM, Griffiths, FE, Eyre, RW, House, T, Hill, EM, and Griffiths, FE

Abstract

Recent research has provided evidence that mood can spread over social networks via social contagion, but that, in seeming contradiction to this, depression does not. Here, we investigate whether there is evidence for the individual components of mood (such as appetite, tiredness and sleep) spreading through US adolescent friendship networks while adjusting for confounding by modelling the transition probabilities of changing mood state over time. We find that having more friends with worse mood is associated with a higher probability of an adolescent worsening in mood and a lower probability of improving, and vice versa for friends with better mood, for the overwhelming majority of mood components. We also show, however, that this effect is not strong enough in the negative direction to lead to a significant increase in depression incidence, helping to resolve the seeming contradictory nature of existing research. Our conclusions, therefore, link in to current policy discussions on the importance of subthreshold levels of depressive symptoms and could help inform interventions against depression in high schools.

Published
2017

29. Near-critical SIR epidemic on a random graph with given degrees

Author

Janson, S, Luczak, M, Windridge, P, House, T, Janson, S, Luczak, M, Windridge, P, and House, T

Abstract

Emergence of new diseases and elimination of existing diseases is a key public health issue. In mathematical models of epidemics, such phenomena involve the process of infections and recoveries passing through a critical threshold where the basic reproductive ratio is 1. In this paper, we study near-critical behaviour in the context of a susceptible-infective-recovered epidemic on a random (multi)graph on n vertices with a given degree sequence. We concentrate on the regime just above the threshold for the emergence of a large epidemic, where the basic reproductive ratio is [Formula: see text], with [Formula: see text] tending to infinity slowly as the population size, n, tends to infinity. We determine the probability that a large epidemic occurs, and the size of a large epidemic. Our results require basic regularity conditions on the degree sequences, and the assumption that the third moment of the degree of a random susceptible vertex stays uniformly bounded as [Formula: see text]. As a corollary, we determine the probability and size of a large near-critical epidemic on a standard binomial random graph in the 'sparse' regime, where the average degree is constant. As a further consequence of our method, we obtain an improved result on the size of the giant component in a random graph with given degrees just above the critical window, proving a conjecture by Janson and Luczak.

Published
2017

30. Modeling infectious disease dynamics in the complex landscape of global health

Author

Heesterbeek, H, Anderson, Rm, Andreasen, V, Bansal, S, Deangelis, D, Dye, C, Eames, Ktd, Edmunds, Wj, Frost, Sdw, Funk, S, Hollingsworth, Td, House, T, Isham, V, Klepac, P, Lessler, J, Lloyd Smith, Jo, Metcalf, Cje, Mollison, D, Pellis, L, Pulliam, Jrc, Roberts, Mg, Viboud, C, Arinaminpathy, N, Ball, F, Bogich, T, Gog, J, Grenfell, B, Lloyd, Al, Mclean, A, O'Neill, P, Pearson, C, Riley, S, SCALIA TOMBA, G, Trapman, P, Wood, J, Dep Gezondheidszorg Landbouwhuisdieren, LS Theoretische Epidemiologie, Strategic Infection Biology, FAH SIB, De Angelis, Daniela [0000-0001-6619-6112], Frost, Simon [0000-0002-5207-9879], and Apollo - University of Cambridge Repository

Subjects
medicine.medical_specialty, General Science & Technology, Basic Reproduction Number, Biology, Global Health, Communicable Diseases, Emerging, Models, Biological, Communicable Diseases, Article, Disease Outbreaks, Isaac Newton Institute IDD Collaboration, Models, Zoonoses, Taverne, Global health, medicine, Animals, Humans, Evolutionary dynamics, Environmental planning, Health policy, Emerging, Modeling infectious diseases, global health, Multidisciplinary, Coinfection, Public health, Health Policy, Prevention, Hemorrhagic Fever, Ebola, Biological, Virology, Settore MAT/06 - Probabilita' e Statistica Matematica, Emerging Infectious Diseases, Infectious Diseases, Good Health and Well Being, Infectious disease (medical specialty), Communicable disease transmission, Ebola, Communicable Disease Control, Hemorrhagic Fever, Public Health, Infection, Basic reproduction number, Arthropod Vector
Abstract

Mathematical modeling of infectious diseases The spread of infectious diseases can be unpredictable. With the emergence of antibiotic resistance and worrying new viruses, and with ambitious plans for global eradication of polio and the elimination of malaria, the stakes have never been higher. Anticipation and measurement of the multiple factors involved in infectious disease can be greatly assisted by mathematical methods. In particular, modeling techniques can help to compensate for imperfect knowledge, gathered from large populations and under difficult prevailing circumstances. Heesterbeek et al. review the development of mathematical models used in epidemiology and how these can be harnessed to develop successful control strategies and inform public health policy. Science , this issue 10.1126/science.aaa4339

Published
2015

35. Measuring the effect of influenza A(H1N1)pdm09: the epidemiological experience in the West Midlands, England during the ‘containment’ phase

Author

INGLIS, N. J., primary, BAGNALL, H., additional, JANMOHAMED, K., additional, SULEMAN, S., additional, AWOFISAYO, A., additional, DE SOUZA, V., additional, SMIT, E., additional, PEBODY, R., additional, MOHAMED, H., additional, IBBOTSON, S., additional, SMITH, G. E., additional, HOUSE, T., additional, and OLOWOKURE, B., additional

Published
2013
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39. Non-Markovian Stochastic Epidemics in Extremely Heterogeneous Populations.

Author

Hyman, J.M., Milner, F., Saldaña, J., and House, T.

Subjects
MARKOV spectrum, STOCHASTIC processes, EPIDEMIOLOGICAL models, DISTRIBUTION (Probability theory), GENERALIZABILITY theory
Abstract

A feature often observed in epidemiological networks is significant heterogeneity in degree. A popular modelling approach to this has been to consider large populations with highly heterogeneous discrete contact rates. This paper defines an individual-level non-Markovian stochastic process that converges on standard ODE models of such populations in the appropriate asymptotic limit. A generalised Sellke construction is derived for this model, and this is then used to consider final outcomes in the case where heterogeneity follows a truncated Zipf distribution. [ABSTRACT FROM PUBLISHER]

Published
2014
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40. Risk assessment and prevention of arm injuries in baseball players [corrected] [published erratum appears in J MUSCULOSKELETAL MED 2009 May;26(5):194].

Author

Preston CF, Maison C, and House T

Abstract

Young baseball pitchers often experience arm injuries because the repetitive nature of pitching makes the throwing arm susceptible. Year-round throwing is acceptable because it facilitates endurance, adaptation, and accommodation to the movement, but year-round pitching is not because it exacerbates arm stress-related wear and tear. Arm fatigue may be one of the greatest risk factors. The total pitches thrown and the frequency of pitch type should be considered. Resting the throwing arm is the primary tool for combating overuse and fatigue. If during the act of throwing 1 event is mistimed or out of sequence, increased stress is placed on other areas of the body. Proper conditioning is vital to the health and longevity of the throwing arm. (J Musculoskel Med. 2009;26:149-153) [ABSTRACT FROM AUTHOR]

Published
2009

47. Inferring Risks of Coronavirus Transmission from Community Household Data

Author

House T, Riley H, Pellis L, Kb, Pouwels, Bacon S, Eidukas A, Jahanshahi K, Rosalind M Eggo, and As, Walker

Subjects
FOS: Computer and information sciences, Statistics and Probability, Family Characteristics, SARS-CoV-2, Epidemiology, Populations and Evolution (q-bio.PE), COVID-19, Statistics - Applications, Health Information Management, FOS: Biological sciences, 62P10, Humans, Applications (stat.AP), Quantitative Biology - Populations and Evolution, Child, Pandemics
Abstract

The response of many governments to the COVID-19 pandemic has involved measures to control within- and between-household transmission, providing motivation to improve understanding of the absolute and relative risks in these contexts. Here, we perform exploratory, residual-based, and transmission-dynamic household analysis of the Office for National Statistics (ONS) COVID-19 Infection Survey (CIS) data from 26 April 2020 to 15 July 2021 in England. This provides evidence for: (i) temporally varying rates of introduction of infection into households broadly following the trajectory of the overall epidemic and vaccination programme; (ii) Susceptible-Infectious Transmission Probabilities (SITPs) of within-household transmission in the 15-35% range; (iii) the emergence of the Alpha and Delta variants, with the former being around 50% more infectious than wildtype and 35% less infectious than Delta within households; (iv) significantly (in the range 25-300%) more risk of bringing infection into the household for workers in patient-facing roles pre-vaccine; (v) increased risk for secondary school-age children of bringing the infection into the household when schools are open; (vi) increased risk for primary school-age children of bringing the infection into the household when schools were open since the emergence of new variants., Comment: 27 pages, 7 figures

48. A means of daily communication on Australian mine environmental management issues.

Author

McQuade C., House T., McQuade C., and House T.

Abstract

The AMENET list server, which can be accessed through the Internet, has been developed to facilitate communication on environmental matters directly related to the Australian mining industry. Details are provided of how to subscribe and send a message to AMENET., The AMENET list server, which can be accessed through the Internet, has been developed to facilitate communication on environmental matters directly related to the Australian mining industry. Details are provided of how to subscribe and send a message to AMENET.

49. The effect of attention on body size adaptation and body dissatisfaction

Author

House, T., Stephen, Ian D., Penton-Voak, I. S., Brooks, K. R., House, T., Stephen, Ian D., Penton-Voak, I. S., and Brooks, K. R.

Abstract

Attentional bias to low-fat bodies is thought to be associatedwith body dissatisfaction a symptom and risk factor of eating disorders. However, the causal nature of this relationship is unclear. In three preregistered experiments, we trained 370 women to attend towards either high-or low-fat body stimuli using an attention training dot probe task. For each experiment, we analysed the effect of the attention training on (i) attention to subsequently presented high-versus low-fat body stimuli, (ii) visual adaptation to body size, and (iii) body dissatisfaction. The attention training had no effect on attention towards highor low-fat bodies in an online setting (Experiment 1), but did increase attention to high-fat bodies in a laboratory setting (Experiment 2). Neither perceptions of a normal body size nor levels of body dissatisfaction changed as a result of the attention training in either setting. The results in the online setting did not change when we reduced the stimulus onset-Asynchrony of the dot probe task from 500 to 100 ms (Experiment 3). Our results provide no evidence that the dot probe training task used here has robust effects on attention to body size, body image disturbance or body dissatisfaction.

50. The relationship between body dissatisfaction and attentional bias to thin bodies in Malaysian Chinese and White Australian women: a dot probe study

Author

House, T., Wong, H. K., Samuel, N. W., Stephen, Ian D., Brooks, K. R., Bould, H., Attwood, A. S., Penton-Voak, I. S., House, T., Wong, H. K., Samuel, N. W., Stephen, Ian D., Brooks, K. R., Bould, H., Attwood, A. S., and Penton-Voak, I. S.

Abstract

Studies suggest that an attentional bias to thin bodies is common among those with high levels of body dissatisfaction, which is a risk factor for, and symptom of, various eating disorders. However, these studies have predominantly been conducted in Western countries with body stimuli involving images of White people. In a preregistered study, we recruited 150 Malaysian Chinese women and 150 White Australian women for a study using standardized images of East Asian and White Australian bodies. To measure attentional bias to thin bodies, participants completed a dot probe task which presented images of women who self-identified their ethnicity as East Asian or as White Australian. Contrary to previous findings, we found no evidence for an association between body dissatisfaction and attentional bias to thin bodies. This lack of association was not affected by participant ethnicity (Malaysian Chinese versus White Australian) or ethnic congruency between participants and body stimuli (own-ethnicity versus other-ethnicity). However, the internal consistency of the dot probe task was poor. These results suggest that either the relationship between body dissatisfaction and attentional bias to thin bodies is not robust, or the dot probe task may not be a reliable measure of attentional bias to body size.

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