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1. Social and moral psychology of COVID-19 across 69 countries

Author: Azevedo, F, Pavlovic, T, Rego, G, Ay, F, Gjoneska, B, Etienne, T, Ross, R, Schonegger, P, Riano-Moreno, J, Cichocka, A, Capraro, V, Cian, L, Longoni, C, Chan, H, Van Bavel, J, Sjastad, H, Nezlek, J, Alfano, M, Gelfand, M, Birtel, M, Cislak, A, Lockwood, P, Abts, K, Agadullina, E, Aruta, J, Besharati, S, Bor, A, Choma, B, Crabtree, C, Cunningham, W, De, K, Ejaz, W, Elbaek, C, Findor, A, Flichtentrei, D, Franc, R, Gruber, J, Gualda, E, Horiuchi, Y, Huynh, T, Ibanez, A, Imran, M, Israelashvili, J, Jasko, K, Kantorowicz, J, Kantorowicz-Reznichenko, E, Krouwel, A, Laakasuo, M, Lamm, C, Leygue, C, Lin, M, Mansoor, M, Marie, A, Mayiwar, L, Mazepus, H, Mchugh, C, Minda, J, Mitkidis, P, Olsson, A, Otterbring, T, Packer, D, Perry, A, Petersen, M, Puthillam, A, Rothmund, T, Santamaria-Garcia, H, Schmid, P, Stoyanov, D, Tewari, S, Todosijevic, B, Tsakiris, M, Tung, H, Umbres, R, Vanags, E, Vlasceanu, M, Vonasch, A, Yucel, M, Zhang, Y, Abad, M, Adler, E, Akrawi, N, Mdarhri, H, Amara, H, Amodio, D, Antazo, B, Apps, M, Ba, M, Barbosa, S, Bastian, B, Berg, A, Bernal-Zarate, M, Bernstein, M, Bialek, M, Bilancini, E, Bogatyreva, N, Boncinelli, L, Booth, J, Borau, S, Buchel, O, Cameron, C, Carvalho, C, Celadin, T, Cerami, C, Chalise, H, Cheng, X, Cockcroft, K, Conway, J, Cordoba-Delgado, M, Crespi, C, Crouzevialle, M, Cutler, J, Cypryanska, M, Dabrowska, J, Daniels, M, Davis, V, Dayley, P, Delouvee, S, Denkovski, O, Dezecache, G, Dhaliwal, N, Diato, A, Di Paolo, R, Drosinou, M, Dulleck, U, Ekmanis, J, Ertan, A, Farhana, H, Farkhari, F, Farmer, H, Fenwick, A, Fidanovski, K, Flew, T, Fraser, S, Frempong, R, Fugelsang, J, Gale, J, Garcia-Navarro, E, Garladinne, P, Ghajjou, O, Gkinopoulos, T, Gray, K, Griffin, S, Gronfeldt, B, Gumren, M, Gurung, R, Halperin, E, Harris, E, Herzon, V, Hruska, M, Huang, G, Hudecek, M, Isler, O, Jangard, S, Jorgensen, F, Kachanoff, F, Kahn, J, Dangol, A, Keudel, O, Koppel, L, Koverola, M, Kubin, E, Kunnari, A, Kutiyski, Y, Laguna, O, Leota, J, Lermer, E, Levy, J, Levy, N, Li, C, Long, E, Maglic, M, Mccashin, D, Metcalf, A, Miklousic, I, El Mimouni, S, Miura, A, Molina-Paredes, J, Monroy-Fonseca, C, Morales-Marente, E, Moreau, D, Muda, R, Myer, A, Nash, K, Nesh-Nash, T, Nitschke, J, Nurse, M, Ohtsubo, Y, de Mello, V, O'Madagain, C, Onderco, M, Palacios-Galvez, M, Palomoki, J, Pan, Y, Papp, Z, Parnamets, P, Paruzel-Czachura, M, Pavlovic, Z, Payan-Gomez, C, Perander, S, Pitman, M, Prasad, R, Pyrkosz-Pacyna, J, Rathje, S, Raza, A, Rhee, K, Robertson, C, Rodriguez-Pascual, I, Saikkonen, T, Salvador-Ginez, O, Santi, G, Santiago-Tovar, N, Savage, D, Scheffer, J, Schultner, D, Schutte, E, Scott, A, Sharma, M, Sharma, P, Skali, A, Stadelmann, D, Stafford, C, Stanojevic, D, Stefaniak, A, Sternisko, A, Stoica, A, Stoyanova, K, Strickland, B, Sundvall, J, Thomas, J, Tinghog, G, Torgler, B, Traast, I, Tucciarelli, R, Tyrala, M, Ungson, N, Uysal, M, Van Lange, P, van Prooijen, J, van Rooy, D, Vastfjall, D, Verkoeijen, P, Vieira, J, von Sikorski, C, Walker, A, Watermeyer, J, Wetter, E, Whillans, A, White, K, Habib, R, Willardt, R, Wohl, M, Wojcik, A, Wu, K, Yamada, Y, Yilmaz, O, Yogeeswaran, K, Ziemer, C, Zwaan, R, Boggio, P, Sampaio, W, Azevedo F., Pavlovic T., Rego G. G., Ay F. C., Gjoneska B., Etienne T. W., Ross R. M., Schonegger P., Riano-Moreno J. C., Cichocka A., Capraro V., Cian L., Longoni C., Chan H. F., Van Bavel J. J., Sjastad H., Nezlek J. B., Alfano M., Gelfand M. J., Birtel M. D., Cislak A., Lockwood P. L., Abts K., Agadullina E., Aruta J. J. B., Besharati S. N., Bor A., Choma B. L., Crabtree C. D., Cunningham W. A., De K., Ejaz W., Elbaek C. T., Findor A., Flichtentrei D., Franc R., Gruber J., Gualda E., Horiuchi Y., Huynh T. L. D., Ibanez A., Imran M. A., Israelashvili J., Jasko K., Kantorowicz J., Kantorowicz-Reznichenko E., Krouwel A., Laakasuo M., Lamm C., Leygue C., Lin M. -J., Mansoor M. S., Marie A., Mayiwar L., Mazepus H., McHugh C., Minda J. P., Mitkidis P., Olsson A., Otterbring T., Packer D. J., Perry A., Petersen M. B., Puthillam A., Rothmund T., Santamaria-Garcia H., Schmid P. C., Stoyanov D., Tewari S., Todosijevic B., Tsakiris M., Tung H. H., Umbres R. G., Vanags E., Vlasceanu M., Vonasch A., Yucel M., Zhang Y., Abad M., Adler E., Akrawi N., Mdarhri H. A., Amara H., Amodio D. M., Antazo B. G., Apps M., Ba M. H., Barbosa S., Bastian B., Berg A., Bernal-Zarate M. P., Bernstein M., Bialek M., Bilancini E., Bogatyreva N., Boncinelli L., Booth J. E., Borau S., Buchel O., Cameron C. D., Carvalho C. F., Celadin T., Cerami C., Chalise H. N., Cheng X., Cockcroft K., Conway J., Cordoba-Delgado M. A., Crespi C., Crouzevialle M., Cutler J., Cypryanska M., Dabrowska J., Daniels M. A., Davis V. H., Dayley P. N., Delouvee S., Denkovski O., Dezecache G., Dhaliwal N. A., Diato A. B., Di Paolo R., Drosinou M., Dulleck U., Ekmanis J., Ertan A. S., Farhana H. H., Farkhari F., Farmer H., Fenwick A., Fidanovski K., Flew T., Fraser S., Frempong R. B., Fugelsang J. A., Gale J., Garcia-Navarro E. B., Garladinne P., Ghajjou O., Gkinopoulos T., Gray K., Griffin S. M., Gronfeldt B., Gumren M., Gurung R. L., Halperin E., Harris E., Herzon V., Hruska M., Huang G., Hudecek M. F. C., Isler O., Jangard S., Jorgensen F. J., Kachanoff F., Kahn J., Dangol A. K., Keudel O., Koppel L., Koverola M., Kubin E., Kunnari A., Kutiyski Y., Laguna O. M., Leota J., Lermer E., Levy J., Levy N., Li C., Long E. U., Maglic M., McCashin D., Metcalf A. L., Miklousic I., El Mimouni S., Miura A., Molina-Paredes J., Monroy-Fonseca C., Morales-Marente E., Moreau D., Muda R., Myer A., Nash K., Nesh-Nash T., Nitschke J. P., Nurse M. S., Ohtsubo Y., de Mello V. O., O'Madagain C., Onderco M., Palacios-Galvez M. S., Palomoki J., Pan Y., Papp Z., Parnamets P., Paruzel-Czachura M., Pavlovic Z., Payan-Gomez C., Perander S., Pitman M. M., Prasad R., Pyrkosz-Pacyna J., Rathje S., Raza A., Rhee K., Robertson C. E., Rodriguez-Pascual I., Saikkonen T., Salvador-Ginez O., Santi G. C., Santiago-Tovar N., Savage D., Scheffer J. A., Schultner D. T., Schutte E. M., Scott A., Sharma M., Sharma P., Skali A., Stadelmann D., Stafford C. A., Stanojevic D., Stefaniak A., Sternisko A., Stoica A., Stoyanova K. K., Strickland B., Sundvall J., Thomas J. P., Tinghog G., Torgler B., Traast I. J., Tucciarelli R., Tyrala M., Ungson N. D., Uysal M. S., Van Lange P. A. M., van Prooijen J. -W., van Rooy D., Vastfjall D., Verkoeijen P., Vieira J. B., von Sikorski C., Walker A. C., Watermeyer J., Wetter E., Whillans A., White K., Habib R., Willardt R., Wohl M. J. A., Wojcik A. D., Wu K., Yamada Y., Yilmaz O., Yogeeswaran K., Ziemer C. -T., Zwaan R. A., Boggio P. S., Sampaio W. M., Azevedo, F, Pavlovic, T, Rego, G, Ay, F, Gjoneska, B, Etienne, T, Ross, R, Schonegger, P, Riano-Moreno, J, Cichocka, A, Capraro, V, Cian, L, Longoni, C, Chan, H, Van Bavel, J, Sjastad, H, Nezlek, J, Alfano, M, Gelfand, M, Birtel, M, Cislak, A, Lockwood, P, Abts, K, Agadullina, E, Aruta, J, Besharati, S, Bor, A, Choma, B, Crabtree, C, Cunningham, W, De, K, Ejaz, W, Elbaek, C, Findor, A, Flichtentrei, D, Franc, R, Gruber, J, Gualda, E, Horiuchi, Y, Huynh, T, Ibanez, A, Imran, M, Israelashvili, J, Jasko, K, Kantorowicz, J, Kantorowicz-Reznichenko, E, Krouwel, A, Laakasuo, M, Lamm, C, Leygue, C, Lin, M, Mansoor, M, Marie, A, Mayiwar, L, Mazepus, H, Mchugh, C, Minda, J, Mitkidis, P, Olsson, A, Otterbring, T, Packer, D, Perry, A, Petersen, M, Puthillam, A, Rothmund, T, Santamaria-Garcia, H, Schmid, P, Stoyanov, D, Tewari, S, Todosijevic, B, Tsakiris, M, Tung, H, Umbres, R, Vanags, E, Vlasceanu, M, Vonasch, A, Yucel, M, Zhang, Y, Abad, M, Adler, E, Akrawi, N, Mdarhri, H, Amara, H, Amodio, D, Antazo, B, Apps, M, Ba, M, Barbosa, S, Bastian, B, Berg, A, Bernal-Zarate, M, Bernstein, M, Bialek, M, Bilancini, E, Bogatyreva, N, Boncinelli, L, Booth, J, Borau, S, Buchel, O, Cameron, C, Carvalho, C, Celadin, T, Cerami, C, Chalise, H, Cheng, X, Cockcroft, K, Conway, J, Cordoba-Delgado, M, Crespi, C, Crouzevialle, M, Cutler, J, Cypryanska, M, Dabrowska, J, Daniels, M, Davis, V, Dayley, P, Delouvee, S, Denkovski, O, Dezecache, G, Dhaliwal, N, Diato, A, Di Paolo, R, Drosinou, M, Dulleck, U, Ekmanis, J, Ertan, A, Farhana, H, Farkhari, F, Farmer, H, Fenwick, A, Fidanovski, K, Flew, T, Fraser, S, Frempong, R, Fugelsang, J, Gale, J, Garcia-Navarro, E, Garladinne, P, Ghajjou, O, Gkinopoulos, T, Gray, K, Griffin, S, Gronfeldt, B, Gumren, M, Gurung, R, Halperin, E, Harris, E, Herzon, V, Hruska, M, Huang, G, Hudecek, M, Isler, O, Jangard, S, Jorgensen, F, Kachanoff, F, Kahn, J, Dangol, A, Keudel, O, Koppel, L, Koverola, M, Kubin, E, Kunnari, A, Kutiyski, Y, Laguna, O, Leota, J, Lermer, E, Levy, J, Levy, N, Li, C, Long, E, Maglic, M, Mccashin, D, Metcalf, A, Miklousic, I, El Mimouni, S, Miura, A, Molina-Paredes, J, Monroy-Fonseca, C, Morales-Marente, E, Moreau, D, Muda, R, Myer, A, Nash, K, Nesh-Nash, T, Nitschke, J, Nurse, M, Ohtsubo, Y, de Mello, V, O'Madagain, C, Onderco, M, Palacios-Galvez, M, Palomoki, J, Pan, Y, Papp, Z, Parnamets, P, Paruzel-Czachura, M, Pavlovic, Z, Payan-Gomez, C, Perander, S, Pitman, M, Prasad, R, Pyrkosz-Pacyna, J, Rathje, S, Raza, A, Rhee, K, Robertson, C, Rodriguez-Pascual, I, Saikkonen, T, Salvador-Ginez, O, Santi, G, Santiago-Tovar, N, Savage, D, Scheffer, J, Schultner, D, Schutte, E, Scott, A, Sharma, M, Sharma, P, Skali, A, Stadelmann, D, Stafford, C, Stanojevic, D, Stefaniak, A, Sternisko, A, Stoica, A, Stoyanova, K, Strickland, B, Sundvall, J, Thomas, J, Tinghog, G, Torgler, B, Traast, I, Tucciarelli, R, Tyrala, M, Ungson, N, Uysal, M, Van Lange, P, van Prooijen, J, van Rooy, D, Vastfjall, D, Verkoeijen, P, Vieira, J, von Sikorski, C, Walker, A, Watermeyer, J, Wetter, E, Whillans, A, White, K, Habib, R, Willardt, R, Wohl, M, Wojcik, A, Wu, K, Yamada, Y, Yilmaz, O, Yogeeswaran, K, Ziemer, C, Zwaan, R, Boggio, P, Sampaio, W, Azevedo F., Pavlovic T., Rego G. G., Ay F. C., Gjoneska B., Etienne T. W., Ross R. M., Schonegger P., Riano-Moreno J. C., Cichocka A., Capraro V., Cian L., Longoni C., Chan H. F., Van Bavel J. J., Sjastad H., Nezlek J. B., Alfano M., Gelfand M. J., Birtel M. D., Cislak A., Lockwood P. L., Abts K., Agadullina E., Aruta J. J. B., Besharati S. N., Bor A., Choma B. L., Crabtree C. D., Cunningham W. A., De K., Ejaz W., Elbaek C. T., Findor A., Flichtentrei D., Franc R., Gruber J., Gualda E., Horiuchi Y., Huynh T. L. D., Ibanez A., Imran M. A., Israelashvili J., Jasko K., Kantorowicz J., Kantorowicz-Reznichenko E., Krouwel A., Laakasuo M., Lamm C., Leygue C., Lin M. -J., Mansoor M. S., Marie A., Mayiwar L., Mazepus H., McHugh C., Minda J. P., Mitkidis P., Olsson A., Otterbring T., Packer D. J., Perry A., Petersen M. B., Puthillam A., Rothmund T., Santamaria-Garcia H., Schmid P. C., Stoyanov D., Tewari S., Todosijevic B., Tsakiris M., Tung H. H., Umbres R. G., Vanags E., Vlasceanu M., Vonasch A., Yucel M., Zhang Y., Abad M., Adler E., Akrawi N., Mdarhri H. A., Amara H., Amodio D. M., Antazo B. G., Apps M., Ba M. H., Barbosa S., Bastian B., Berg A., Bernal-Zarate M. P., Bernstein M., Bialek M., Bilancini E., Bogatyreva N., Boncinelli L., Booth J. E., Borau S., Buchel O., Cameron C. D., Carvalho C. F., Celadin T., Cerami C., Chalise H. N., Cheng X., Cockcroft K., Conway J., Cordoba-Delgado M. A., Crespi C., Crouzevialle M., Cutler J., Cypryanska M., Dabrowska J., Daniels M. A., Davis V. H., Dayley P. N., Delouvee S., Denkovski O., Dezecache G., Dhaliwal N. A., Diato A. B., Di Paolo R., Drosinou M., Dulleck U., Ekmanis J., Ertan A. S., Farhana H. H., Farkhari F., Farmer H., Fenwick A., Fidanovski K., Flew T., Fraser S., Frempong R. B., Fugelsang J. A., Gale J., Garcia-Navarro E. B., Garladinne P., Ghajjou O., Gkinopoulos T., Gray K., Griffin S. M., Gronfeldt B., Gumren M., Gurung R. L., Halperin E., Harris E., Herzon V., Hruska M., Huang G., Hudecek M. F. C., Isler O., Jangard S., Jorgensen F. J., Kachanoff F., Kahn J., Dangol A. K., Keudel O., Koppel L., Koverola M., Kubin E., Kunnari A., Kutiyski Y., Laguna O. M., Leota J., Lermer E., Levy J., Levy N., Li C., Long E. U., Maglic M., McCashin D., Metcalf A. L., Miklousic I., El Mimouni S., Miura A., Molina-Paredes J., Monroy-Fonseca C., Morales-Marente E., Moreau D., Muda R., Myer A., Nash K., Nesh-Nash T., Nitschke J. P., Nurse M. S., Ohtsubo Y., de Mello V. O., O'Madagain C., Onderco M., Palacios-Galvez M. S., Palomoki J., Pan Y., Papp Z., Parnamets P., Paruzel-Czachura M., Pavlovic Z., Payan-Gomez C., Perander S., Pitman M. M., Prasad R., Pyrkosz-Pacyna J., Rathje S., Raza A., Rhee K., Robertson C. E., Rodriguez-Pascual I., Saikkonen T., Salvador-Ginez O., Santi G. C., Santiago-Tovar N., Savage D., Scheffer J. A., Schultner D. T., Schutte E. M., Scott A., Sharma M., Sharma P., Skali A., Stadelmann D., Stafford C. A., Stanojevic D., Stefaniak A., Sternisko A., Stoica A., Stoyanova K. K., Strickland B., Sundvall J., Thomas J. P., Tinghog G., Torgler B., Traast I. J., Tucciarelli R., Tyrala M., Ungson N. D., Uysal M. S., Van Lange P. A. M., van Prooijen J. -W., van Rooy D., Vastfjall D., Verkoeijen P., Vieira J. B., von Sikorski C., Walker A. C., Watermeyer J., Wetter E., Whillans A., White K., Habib R., Willardt R., Wohl M. J. A., Wojcik A. D., Wu K., Yamada Y., Yilmaz O., Yogeeswaran K., Ziemer C. -T., Zwaan R. A., Boggio P. S., and Sampaio W. M.
Abstract: The COVID-19 pandemic has affected all domains of human life, including the economic and social fabric of societies. One of the central strategies for managing public health throughout the pandemic has been through persuasive messaging and collective behaviour change. To help scholars better understand the social and moral psychology behind public health behaviour, we present a dataset comprising of 51,404 individuals from 69 countries. This dataset was collected for the International Collaboration on Social & Moral Psychology of COVID-19 project (ICSMP COVID-19). This social science survey invited participants around the world to complete a series of moral and psychological measures and public health attitudes about COVID-19 during an early phase of the COVID-19 pandemic (between April and June 2020). The survey included seven broad categories of questions: COVID-19 beliefs and compliance behaviours; identity and social attitudes; ideology; health and well-being; moral beliefs and motivation; personality traits; and demographic variables. We report both raw and cleaned data, along with all survey materials, data visualisations, and psychometric evaluations of key variables.
Published: 2023

2. National identity predicts public health support during a global pandemic

Author: Van Bavel, J, Cichocka, A, Capraro, V, Sjastad, H, Nezlek, J, Pavlovic, T, Alfano, M, Gelfand, M, Azevedo, F, Birtel, M, Cislak, A, Lockwood, P, Ross, R, Abts, K, Agadullina, E, Aruta, J, Besharati, S, Bor, A, Choma, B, Crabtree, C, Cunningham, W, De, K, Ejaz, W, Elbaek, C, Findor, A, Flichtentrei, D, Franc, R, Gjoneska, B, Gruber, J, Gualda, E, Horiuchi, Y, Huynh, T, Ibanez, A, Imran, M, Israelashvili, J, Jasko, K, Kantorowicz, J, Kantorowicz-Reznichenko, E, Krouwel, A, Laakasuo, M, Lamm, C, Leygue, C, Lin, M, Mansoor, M, Marie, A, Mayiwar, L, Mazepus, H, Mchugh, C, Minda, J, Mitkidis, P, Olsson, A, Otterbring, T, Packer, D, Perry, A, Petersen, M, Puthillam, A, Riano-Moreno, J, Rothmund, T, Santamaria-Garcia, H, Schmid, P, Stoyanov, D, Tewari, S, Todosijevic, B, Tsakiris, M, Tung, H, Umbres, R, Vanags, E, Vlasceanu, M, Vonasch, A, Yucel, M, Zhang, Y, Abad, M, Adler, E, Akrawi, N, Mdarhri, H, Amara, H, Amodio, D, Antazo, B, Apps, M, Ay, F, Ba, M, Barbosa, S, Bastian, B, Berg, A, Bernal-Zarate, M, Bernstein, M, Bialek, M, Bilancini, E, Bogatyreva, N, Boncinelli, L, Booth, J, Borau, S, Buchel, O, Cameron, C, Carvalho, C, Celadin, T, Cerami, C, Chalise, H, Cheng, X, Cian, L, Cockcroft, K, Conway, J, Cordoba-Delgado, M, Crespi, C, Crouzevialle, M, Cutler, J, Cypryanska, M, Dabrowska, J, Daniels, M, Davis, V, Dayley, P, Delouvee, S, Denkovski, O, Dezecache, G, Dhaliwal, N, Diato, A, Di Paolo, R, Drosinou, M, Dulleck, U, Ekmanis, J, Ertan, A, Etienne, T, Farhana, H, Farkhari, F, Farmer, H, Fenwick, A, Fidanovski, K, Flew, T, Fraser, S, Frempong, R, Fugelsang, J, Gale, J, Garcia-Navarro, E, Garladinne, P, Ghajjou, O, Gkinopoulos, T, Gray, K, Griffin, S, Gronfeldt, B, Gumren, M, Gurung, R, Halperin, E, Harris, E, Herzon, V, Hruska, M, Huang, G, Hudecek, M, Isler, O, Jangard, S, Jorgensen, F, Kachanoff, F, Kahn, J, Dangol, A, Keudel, O, Koppel, L, Koverola, M, Kubin, E, Kunnari, A, Kutiyski, Y, Laguna, O, Leota, J, Lermer, E, Levy, J, Levy, N, Li, C, Long, E, Longoni, C, Maglic, M, Mccashin, D, Metcalf, A, Miklousic, I, El Mimouni, S, Miura, A, Molina-Paredes, J, Monroy-Fonseca, C, Morales-Marente, E, Moreau, D, Muda, R, Myer, A, Nash, K, Nesh-Nash, T, Nitschke, J, Nurse, M, Ohtsubo, Y, Oldemburgo de Mello, V, O'Madagain, C, Onderco, M, Palacios-Galvez, M, Palomaki, J, Pan, Y, Papp, Z, Parnamets, P, Paruzel-Czachura, M, Pavlovic, Z, Payan-Gomez, C, Perander, S, Pitman, M, Prasad, R, Pyrkosz-Pacyna, J, Rathje, S, Raza, A, Rego, G, Rhee, K, Robertson, C, Rodriguez-Pascual, I, Saikkonen, T, Salvador-Ginez, O, Sampaio, W, Santi, G, Santiago-Tovar, N, Savage, D, Scheffer, J, Schonegger, P, Schultner, D, Schutte, E, Scott, A, Sharma, M, Sharma, P, Skali, A, Stadelmann, D, Stafford, C, Stanojevic, D, Stefaniak, A, Sternisko, A, Stoica, A, Stoyanova, K, Strickland, B, Sundvall, J, Thomas, J, Tinghog, G, Torgler, B, Traast, I, Tucciarelli, R, Tyrala, M, Ungson, N, Uysal, M, Van Lange, P, van Prooijen, J, van Rooy, D, Vastfjall, D, Verkoeijen, P, Vieira, J, von Sikorski, C, Walker, A, Watermeyer, J, Wetter, E, Whillans, A, Willardt, R, Wohl, M, Wojcik, A, Wu, K, Yamada, Y, Yilmaz, O, Yogeeswaran, K, Ziemer, C, Zwaan, R, Boggio, P, Van Bavel J. J., Cichocka A., Capraro V., Sjastad H., Nezlek J. B., Pavlovic T., Alfano M., Gelfand M. J., Azevedo F., Birtel M. D., Cislak A., Lockwood P. L., Ross R. M., Abts K., Agadullina E., Aruta J. J. B., Besharati S. N., Bor A., Choma B. L., Crabtree C. D., Cunningham W. A., De K., Ejaz W., Elbaek C. T., Findor A., Flichtentrei D., Franc R., Gjoneska B., Gruber J., Gualda E., Horiuchi Y., Huynh T. L. D., Ibanez A., Imran M. A., Israelashvili J., Jasko K., Kantorowicz J., Kantorowicz-Reznichenko E., Krouwel A., Laakasuo M., Lamm C., Leygue C., Lin M. -J., Mansoor M. S., Marie A., Mayiwar L., Mazepus H., McHugh C., Minda J. P., Mitkidis P., Olsson A., Otterbring T., Packer D. J., Perry A., Petersen M. B., Puthillam A., Riano-Moreno J. C., Rothmund T., Santamaria-Garcia H., Schmid P. C., Stoyanov D., Tewari S., Todosijevic B., Tsakiris M., Tung H. H., Umbres R. G., Vanags E., Vlasceanu M., Vonasch A., Yucel M., Zhang Y., Abad M., Adler E., Akrawi N., Mdarhri H. A., Amara H., Amodio D. M., Antazo B. G., Apps M., Ay F. C., Ba M. H., Barbosa S., Bastian B., Berg A., Bernal-Zarate M. P., Bernstein M., Bialek M., Bilancini E., Bogatyreva N., Boncinelli L., Booth J. E., Borau S., Buchel O., Cameron C. D., Carvalho C. F., Celadin T., Cerami C., Chalise H. N., Cheng X., Cian L., Cockcroft K., Conway J., Cordoba-Delgado M. A., Crespi C., Crouzevialle M., Cutler J., Cypryanska M., Dabrowska J., Daniels M. A., Davis V. H., Dayley P. N., Delouvee S., Denkovski O., Dezecache G., Dhaliwal N. A., Diato A. B., Di Paolo R., Drosinou M., Dulleck U., Ekmanis J., Ertan A. S., Etienne T. W., Farhana H. H., Farkhari F., Farmer H., Fenwick A., Fidanovski K., Flew T., Fraser S., Frempong R. B., Fugelsang J. A., Gale J., Garcia-Navarro E. B., Garladinne P., Ghajjou O., Gkinopoulos T., Gray K., Griffin S. M., Gronfeldt B., Gumren M., Gurung R. L., Halperin E., Harris E., Herzon V., Hruska M., Huang G., Hudecek M. F. C., Isler O., Jangard S., Jorgensen F. J., Kachanoff F., Kahn J., Dangol A. K., Keudel O., Koppel L., Koverola M., Kubin E., Kunnari A., Kutiyski Y., Laguna O., Leota J., Lermer E., Levy J., Levy N., Li C., Long E. U., Longoni C., Maglic M., McCashin D., Metcalf A. L., Miklousic I., El Mimouni S., Miura A., Molina-Paredes J., Monroy-Fonseca C., Morales-Marente E., Moreau D., Muda R., Myer A., Nash K., Nesh-Nash T., Nitschke J. P., Nurse M. S., Ohtsubo Y., Oldemburgo de Mello V., O'Madagain C., Onderco M., Palacios-Galvez M. S., Palomaki J., Pan Y., Papp Z., Parnamets P., Paruzel-Czachura M., Pavlovic Z., Payan-Gomez C., Perander S., Pitman M. M., Prasad R., Pyrkosz-Pacyna J., Rathje S., Raza A., Rego G. G., Rhee K., Robertson C. E., Rodriguez-Pascual I., Saikkonen T., Salvador-Ginez O., Sampaio W. M., Santi G. C., Santiago-Tovar N., Savage D., Scheffer J. A., Schonegger P., Schultner D. T., Schutte E. M., Scott A., Sharma M., Sharma P., Skali A., Stadelmann D., Stafford C. A., Stanojevic D., Stefaniak A., Sternisko A., Stoica A., Stoyanova K. K., Strickland B., Sundvall J., Thomas J. P., Tinghog G., Torgler B., Traast I. J., Tucciarelli R., Tyrala M., Ungson N. D., Uysal M. S., Van Lange P. A. M., van Prooijen J. -W., van Rooy D., Vastfjall D., Verkoeijen P., Vieira J. B., von Sikorski C., Walker A. C., Watermeyer J., Wetter E., Whillans A., Willardt R., Wohl M. J. A., Wojcik A. D., Wu K., Yamada Y., Yilmaz O., Yogeeswaran K., Ziemer C. -T., Zwaan R. A., Boggio P. S., Van Bavel, J, Cichocka, A, Capraro, V, Sjastad, H, Nezlek, J, Pavlovic, T, Alfano, M, Gelfand, M, Azevedo, F, Birtel, M, Cislak, A, Lockwood, P, Ross, R, Abts, K, Agadullina, E, Aruta, J, Besharati, S, Bor, A, Choma, B, Crabtree, C, Cunningham, W, De, K, Ejaz, W, Elbaek, C, Findor, A, Flichtentrei, D, Franc, R, Gjoneska, B, Gruber, J, Gualda, E, Horiuchi, Y, Huynh, T, Ibanez, A, Imran, M, Israelashvili, J, Jasko, K, Kantorowicz, J, Kantorowicz-Reznichenko, E, Krouwel, A, Laakasuo, M, Lamm, C, Leygue, C, Lin, M, Mansoor, M, Marie, A, Mayiwar, L, Mazepus, H, Mchugh, C, Minda, J, Mitkidis, P, Olsson, A, Otterbring, T, Packer, D, Perry, A, Petersen, M, Puthillam, A, Riano-Moreno, J, Rothmund, T, Santamaria-Garcia, H, Schmid, P, Stoyanov, D, Tewari, S, Todosijevic, B, Tsakiris, M, Tung, H, Umbres, R, Vanags, E, Vlasceanu, M, Vonasch, A, Yucel, M, Zhang, Y, Abad, M, Adler, E, Akrawi, N, Mdarhri, H, Amara, H, Amodio, D, Antazo, B, Apps, M, Ay, F, Ba, M, Barbosa, S, Bastian, B, Berg, A, Bernal-Zarate, M, Bernstein, M, Bialek, M, Bilancini, E, Bogatyreva, N, Boncinelli, L, Booth, J, Borau, S, Buchel, O, Cameron, C, Carvalho, C, Celadin, T, Cerami, C, Chalise, H, Cheng, X, Cian, L, Cockcroft, K, Conway, J, Cordoba-Delgado, M, Crespi, C, Crouzevialle, M, Cutler, J, Cypryanska, M, Dabrowska, J, Daniels, M, Davis, V, Dayley, P, Delouvee, S, Denkovski, O, Dezecache, G, Dhaliwal, N, Diato, A, Di Paolo, R, Drosinou, M, Dulleck, U, Ekmanis, J, Ertan, A, Etienne, T, Farhana, H, Farkhari, F, Farmer, H, Fenwick, A, Fidanovski, K, Flew, T, Fraser, S, Frempong, R, Fugelsang, J, Gale, J, Garcia-Navarro, E, Garladinne, P, Ghajjou, O, Gkinopoulos, T, Gray, K, Griffin, S, Gronfeldt, B, Gumren, M, Gurung, R, Halperin, E, Harris, E, Herzon, V, Hruska, M, Huang, G, Hudecek, M, Isler, O, Jangard, S, Jorgensen, F, Kachanoff, F, Kahn, J, Dangol, A, Keudel, O, Koppel, L, Koverola, M, Kubin, E, Kunnari, A, Kutiyski, Y, Laguna, O, Leota, J, Lermer, E, Levy, J, Levy, N, Li, C, Long, E, Longoni, C, Maglic, M, Mccashin, D, Metcalf, A, Miklousic, I, El Mimouni, S, Miura, A, Molina-Paredes, J, Monroy-Fonseca, C, Morales-Marente, E, Moreau, D, Muda, R, Myer, A, Nash, K, Nesh-Nash, T, Nitschke, J, Nurse, M, Ohtsubo, Y, Oldemburgo de Mello, V, O'Madagain, C, Onderco, M, Palacios-Galvez, M, Palomaki, J, Pan, Y, Papp, Z, Parnamets, P, Paruzel-Czachura, M, Pavlovic, Z, Payan-Gomez, C, Perander, S, Pitman, M, Prasad, R, Pyrkosz-Pacyna, J, Rathje, S, Raza, A, Rego, G, Rhee, K, Robertson, C, Rodriguez-Pascual, I, Saikkonen, T, Salvador-Ginez, O, Sampaio, W, Santi, G, Santiago-Tovar, N, Savage, D, Scheffer, J, Schonegger, P, Schultner, D, Schutte, E, Scott, A, Sharma, M, Sharma, P, Skali, A, Stadelmann, D, Stafford, C, Stanojevic, D, Stefaniak, A, Sternisko, A, Stoica, A, Stoyanova, K, Strickland, B, Sundvall, J, Thomas, J, Tinghog, G, Torgler, B, Traast, I, Tucciarelli, R, Tyrala, M, Ungson, N, Uysal, M, Van Lange, P, van Prooijen, J, van Rooy, D, Vastfjall, D, Verkoeijen, P, Vieira, J, von Sikorski, C, Walker, A, Watermeyer, J, Wetter, E, Whillans, A, Willardt, R, Wohl, M, Wojcik, A, Wu, K, Yamada, Y, Yilmaz, O, Yogeeswaran, K, Ziemer, C, Zwaan, R, Boggio, P, Van Bavel J. J., Cichocka A., Capraro V., Sjastad H., Nezlek J. B., Pavlovic T., Alfano M., Gelfand M. J., Azevedo F., Birtel M. D., Cislak A., Lockwood P. L., Ross R. M., Abts K., Agadullina E., Aruta J. J. B., Besharati S. N., Bor A., Choma B. L., Crabtree C. D., Cunningham W. A., De K., Ejaz W., Elbaek C. T., Findor A., Flichtentrei D., Franc R., Gjoneska B., Gruber J., Gualda E., Horiuchi Y., Huynh T. L. D., Ibanez A., Imran M. A., Israelashvili J., Jasko K., Kantorowicz J., Kantorowicz-Reznichenko E., Krouwel A., Laakasuo M., Lamm C., Leygue C., Lin M. -J., Mansoor M. S., Marie A., Mayiwar L., Mazepus H., McHugh C., Minda J. P., Mitkidis P., Olsson A., Otterbring T., Packer D. J., Perry A., Petersen M. B., Puthillam A., Riano-Moreno J. C., Rothmund T., Santamaria-Garcia H., Schmid P. C., Stoyanov D., Tewari S., Todosijevic B., Tsakiris M., Tung H. H., Umbres R. G., Vanags E., Vlasceanu M., Vonasch A., Yucel M., Zhang Y., Abad M., Adler E., Akrawi N., Mdarhri H. A., Amara H., Amodio D. M., Antazo B. G., Apps M., Ay F. C., Ba M. H., Barbosa S., Bastian B., Berg A., Bernal-Zarate M. P., Bernstein M., Bialek M., Bilancini E., Bogatyreva N., Boncinelli L., Booth J. E., Borau S., Buchel O., Cameron C. D., Carvalho C. F., Celadin T., Cerami C., Chalise H. N., Cheng X., Cian L., Cockcroft K., Conway J., Cordoba-Delgado M. A., Crespi C., Crouzevialle M., Cutler J., Cypryanska M., Dabrowska J., Daniels M. A., Davis V. H., Dayley P. N., Delouvee S., Denkovski O., Dezecache G., Dhaliwal N. A., Diato A. B., Di Paolo R., Drosinou M., Dulleck U., Ekmanis J., Ertan A. S., Etienne T. W., Farhana H. H., Farkhari F., Farmer H., Fenwick A., Fidanovski K., Flew T., Fraser S., Frempong R. B., Fugelsang J. A., Gale J., Garcia-Navarro E. B., Garladinne P., Ghajjou O., Gkinopoulos T., Gray K., Griffin S. M., Gronfeldt B., Gumren M., Gurung R. L., Halperin E., Harris E., Herzon V., Hruska M., Huang G., Hudecek M. F. C., Isler O., Jangard S., Jorgensen F. J., Kachanoff F., Kahn J., Dangol A. K., Keudel O., Koppel L., Koverola M., Kubin E., Kunnari A., Kutiyski Y., Laguna O., Leota J., Lermer E., Levy J., Levy N., Li C., Long E. U., Longoni C., Maglic M., McCashin D., Metcalf A. L., Miklousic I., El Mimouni S., Miura A., Molina-Paredes J., Monroy-Fonseca C., Morales-Marente E., Moreau D., Muda R., Myer A., Nash K., Nesh-Nash T., Nitschke J. P., Nurse M. S., Ohtsubo Y., Oldemburgo de Mello V., O'Madagain C., Onderco M., Palacios-Galvez M. S., Palomaki J., Pan Y., Papp Z., Parnamets P., Paruzel-Czachura M., Pavlovic Z., Payan-Gomez C., Perander S., Pitman M. M., Prasad R., Pyrkosz-Pacyna J., Rathje S., Raza A., Rego G. G., Rhee K., Robertson C. E., Rodriguez-Pascual I., Saikkonen T., Salvador-Ginez O., Sampaio W. M., Santi G. C., Santiago-Tovar N., Savage D., Scheffer J. A., Schonegger P., Schultner D. T., Schutte E. M., Scott A., Sharma M., Sharma P., Skali A., Stadelmann D., Stafford C. A., Stanojevic D., Stefaniak A., Sternisko A., Stoica A., Stoyanova K. K., Strickland B., Sundvall J., Thomas J. P., Tinghog G., Torgler B., Traast I. J., Tucciarelli R., Tyrala M., Ungson N. D., Uysal M. S., Van Lange P. A. M., van Prooijen J. -W., van Rooy D., Vastfjall D., Verkoeijen P., Vieira J. B., von Sikorski C., Walker A. C., Watermeyer J., Wetter E., Whillans A., Willardt R., Wohl M. J. A., Wojcik A. D., Wu K., Yamada Y., Yilmaz O., Yogeeswaran K., Ziemer C. -T., Zwaan R. A., and Boggio P. S.
Abstract: Changing collective behaviour and supporting non-pharmaceutical interventions is an important component in mitigating virus transmission during a pandemic. In a large international collaboration (Study 1, N = 49,968 across 67 countries), we investigated self-reported factors associated with public health behaviours (e.g., spatial distancing and stricter hygiene) and endorsed public policy interventions (e.g., closing bars and restaurants) during the early stage of the COVID-19 pandemic (April-May 2020). Respondents who reported identifying more strongly with their nation consistently reported greater engagement in public health behaviours and support for public health policies. Results were similar for representative and non-representative national samples. Study 2 (N = 42 countries) conceptually replicated the central finding using aggregate indices of national identity (obtained using the World Values Survey) and a measure of actual behaviour change during the pandemic (obtained from Google mobility reports). Higher levels of national identification prior to the pandemic predicted lower mobility during the early stage of the pandemic (r = −0.40). We discuss the potential implications of links between national identity, leadership, and public health for managing COVID-19 and future pandemics.
Published: 2022

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

Author: Pavlović, T, Azevedo, F, De, K, Riaño-Moreno, JC, Maglić, M, Gkinopoulos, T, Donnelly-Kehoe, PA, Payán-Gómez, C, Huang, G, Kantorowicz, J, Birtel, MD, Schönegger, P, Capraro, V, Santamaría-García, H, Yucel, M, Ibanez, A, Rathje, S, Wetter, E, Stanojević, D, van Prooijen, J-W, Hesse, E, Elbaek, CT, Franc, R, Pavlović, Z, Mitkidis, P, Cichocka, A, Gelfand, M, Alfano, M, Ross, RM, Sjåstad, H, Nezlek, JB, Cislak, A, Lockwood, P, Abts, K, Agadullina, E, Amodio, DM, Apps, MAJ, Aruta, JJB, Besharati, S, Bor, A, Choma, B, Cunningham, W, Ejaz, W, Farmer, H, Findor, A, Gjoneska, B, Gualda, E, Huynh, TLD, Imran, MA, Israelashvili, J, Kantorowicz-Reznichenko, E, Krouwel, A, Kutiyski, Y, Laakasuo, M, Lamm, C, Levy, J, Leygue, C, Lin, M-J, Mansoor, MS, Marie, A, Mayiwar, L, Mazepus, H, McHugh, C, Olsson, A, Otterbring, T, Packer, D, Palomäki, J, Perry, A, Petersen, MB, Puthillam, A, Rothmund, T, Schmid, PC, Stadelmann, D, Stoica, A, Stoyanov, D, Stoyanova, K, Tewari, S, Todosijević, B, Torgler, B, Tsakiris, M, Tung, HH, Umbreș, RG, Vanags, E, Vlasceanu, M, Vonasch, AJ, Zhang, Y, Abad, M, Adler, E, Mdarhri, HA, Antazo, B, Ay, FC, Ba, MEH, Barbosa, S, Bastian, B, Berg, A, Białek, M, Bilancini, E, Bogatyreva, N, Boncinelli, L, Booth, JE, Borau, S, Buchel, O, de Carvalho, CF, Celadin, T, Cerami, C, Chalise, HN, Cheng, X, Cian, L, Cockcroft, K, Conway, J, Córdoba-Delgado, MA, Crespi, C, Crouzevialle, M, Cutler, J, Cypryańska, M, Dabrowska, J, Davis, VH, Minda, JP, Dayley, PN, Delouvée, S, Denkovski, O, Dezecache, G, Dhaliwal, NA, Diato, A, Di Paolo, R, Dulleck, U, Ekmanis, J, Etienne, TW, Farhana, HH, Farkhari, F, Fidanovski, K, Flew, T, Fraser, S, Frempong, RB, Fugelsang, J, Gale, J, García-Navarro, EB, Garladinne, P, Gray, K, Griffin, SM, Gronfeldt, B, Gruber, J, Halperin, E, Herzon, V, Hruška, M, Hudecek, MFC, Isler, O, Jangard, S, Jørgensen, F, Keudel, O, Koppel, L, Koverola, M, Kunnari, A, Leota, J, Lermer, E, Li, C, Longoni, C, McCashin, D, Mikloušić, I, Molina-Paredes, J, Monroy-Fonseca, C, Morales-Marente, E, Moreau, D, Muda, R, Myer, A, Nash, K, Nitschke, JP, Nurse, MS, de Mello, VO, Palacios-Galvez, MS, Pan, Y, Papp, Z, Pärnamets, P, Paruzel-Czachura, M, Perander, S, Pitman, M, Raza, A, Rêgo, GG, Robertson, C, Rodríguez-Pascual, I, Saikkonen, T, Salvador-Ginez, O, Sampaio, WM, Santi, GC, Schultner, D, Schutte, E, Scott, A, Skali, A, Stefaniak, A, Sternisko, A, Strickland, B, Thomas, JP, Tinghög, G, Traast, IJ, Tucciarelli, R, Tyrala, M, Ungson, ND, Uysal, MS, Van Rooy, D, Västfjäll, D, Vieira, JB, von Sikorski, C, Walker, AC, Watermeyer, J, Willardt, R, Wohl, MJA, Wójcik, AD, Wu, K, Yamada, Y, Yilmaz, O, Yogeeswaran, K, Ziemer, C-T, Zwaan, RA, Boggio, PS, Whillans, A, Van Lange, PAM, Prasad, R, Onderco, M, O'Madagain, C, Nesh-Nash, T, Laguna, OM, Kubin, E, Gümren, M, Fenwick, A, Ertan, AS, Bernstein, MJ, Amara, H, Van Bavel, JJ, Pavlović, T, Azevedo, F, De, K, Riaño-Moreno, JC, Maglić, M, Gkinopoulos, T, Donnelly-Kehoe, PA, Payán-Gómez, C, Huang, G, Kantorowicz, J, Birtel, MD, Schönegger, P, Capraro, V, Santamaría-García, H, Yucel, M, Ibanez, A, Rathje, S, Wetter, E, Stanojević, D, van Prooijen, J-W, Hesse, E, Elbaek, CT, Franc, R, Pavlović, Z, Mitkidis, P, Cichocka, A, Gelfand, M, Alfano, M, Ross, RM, Sjåstad, H, Nezlek, JB, Cislak, A, Lockwood, P, Abts, K, Agadullina, E, Amodio, DM, Apps, MAJ, Aruta, JJB, Besharati, S, Bor, A, Choma, B, Cunningham, W, Ejaz, W, Farmer, H, Findor, A, Gjoneska, B, Gualda, E, Huynh, TLD, Imran, MA, Israelashvili, J, Kantorowicz-Reznichenko, E, Krouwel, A, Kutiyski, Y, Laakasuo, M, Lamm, C, Levy, J, Leygue, C, Lin, M-J, Mansoor, MS, Marie, A, Mayiwar, L, Mazepus, H, McHugh, C, Olsson, A, Otterbring, T, Packer, D, Palomäki, J, Perry, A, Petersen, MB, Puthillam, A, Rothmund, T, Schmid, PC, Stadelmann, D, Stoica, A, Stoyanov, D, Stoyanova, K, Tewari, S, Todosijević, B, Torgler, B, Tsakiris, M, Tung, HH, Umbreș, RG, Vanags, E, Vlasceanu, M, Vonasch, AJ, Zhang, Y, Abad, M, Adler, E, Mdarhri, HA, Antazo, B, Ay, FC, Ba, MEH, Barbosa, S, Bastian, B, Berg, A, Białek, M, Bilancini, E, Bogatyreva, N, Boncinelli, L, Booth, JE, Borau, S, Buchel, O, de Carvalho, CF, Celadin, T, Cerami, C, Chalise, HN, Cheng, X, Cian, L, Cockcroft, K, Conway, J, Córdoba-Delgado, MA, Crespi, C, Crouzevialle, M, Cutler, J, Cypryańska, M, Dabrowska, J, Davis, VH, Minda, JP, Dayley, PN, Delouvée, S, Denkovski, O, Dezecache, G, Dhaliwal, NA, Diato, A, Di Paolo, R, Dulleck, U, Ekmanis, J, Etienne, TW, Farhana, HH, Farkhari, F, Fidanovski, K, Flew, T, Fraser, S, Frempong, RB, Fugelsang, J, Gale, J, García-Navarro, EB, Garladinne, P, Gray, K, Griffin, SM, Gronfeldt, B, Gruber, J, Halperin, E, Herzon, V, Hruška, M, Hudecek, MFC, Isler, O, Jangard, S, Jørgensen, F, Keudel, O, Koppel, L, Koverola, M, Kunnari, A, Leota, J, Lermer, E, Li, C, Longoni, C, McCashin, D, Mikloušić, I, Molina-Paredes, J, Monroy-Fonseca, C, Morales-Marente, E, Moreau, D, Muda, R, Myer, A, Nash, K, Nitschke, JP, Nurse, MS, de Mello, VO, Palacios-Galvez, MS, Pan, Y, Papp, Z, Pärnamets, P, Paruzel-Czachura, M, Perander, S, Pitman, M, Raza, A, Rêgo, GG, Robertson, C, Rodríguez-Pascual, I, Saikkonen, T, Salvador-Ginez, O, Sampaio, WM, Santi, GC, Schultner, D, Schutte, E, Scott, A, Skali, A, Stefaniak, A, Sternisko, A, Strickland, B, Thomas, JP, Tinghög, G, Traast, IJ, Tucciarelli, R, Tyrala, M, Ungson, ND, Uysal, MS, Van Rooy, D, Västfjäll, D, Vieira, JB, von Sikorski, C, Walker, AC, Watermeyer, J, Willardt, R, Wohl, MJA, Wójcik, AD, Wu, K, Yamada, Y, Yilmaz, O, Yogeeswaran, K, Ziemer, C-T, Zwaan, RA, Boggio, PS, Whillans, A, Van Lange, PAM, Prasad, R, Onderco, M, O'Madagain, C, Nesh-Nash, T, Laguna, OM, Kubin, E, Gümren, M, Fenwick, A, Ertan, AS, Bernstein, MJ, Amara, H, and Van Bavel, JJ
Abstract: At the beginning of 2020, COVID-19 became a global problem. Despite all the efforts to emphasize the relevance of preventive measures, not everyone adhered to them. Thus, learning more about the characteristics determining attitudinal and behavioral responses to the pandemic is crucial to improving future interventions. In this study, we applied machine learning on the multinational data collected by the International Collaboration on the Social and Moral Psychology of COVID-19 (N = 51,404) to test the predictive efficacy of constructs from social, moral, cognitive, and personality psychology, as well as socio-demographic factors, in the attitudinal and behavioral responses to the pandemic. The results point to several valuable insights. Internalized moral identity provided the most consistent predictive contribution-individuals perceiving moral traits as central to their self-concept reported higher adherence to preventive measures. Similar results were found for morality as cooperation, symbolized moral identity, self-control, open-mindedness, and collective narcissism, while the inverse relationship was evident for the endorsement of conspiracy theories. However, we also found a non-neglible variability in the explained variance and predictive contributions with respect to macro-level factors such as the pandemic stage or cultural region. Overall, the results underscore the importance of morality-related and contextual factors in understanding adherence to public health recommendations during the pandemic.
Published: 2022

4. Social and moral psychology of COVID-19 across 69 countries

Author: Flavio Azevedo, Tomislav Pavlović, Gabriel G. Rêgo, F. Ceren Ay, Biljana Gjoneska, Tom W. Etienne, Robert M. Ross, Philipp Schönegger, Julián C. Riaño-Moreno, Aleksandra Cichocka, Valerio Capraro, Luca Cian, Chiara Longoni, Ho Fai Chan, Jay J. Van Bavel, Hallgeir Sjåstad, John B. Nezlek, Mark Alfano, Michele J. Gelfand, Michèle D. Birtel, Aleksandra Cislak, Patricia L. Lockwood, Koen Abts, Elena Agadullina, John Jamir Benzon Aruta, Sahba Nomvula Besharati, Alexander Bor, Becky L. Choma, Charles David Crabtree, William A. Cunningham, Koustav De, Waqas Ejaz, Christian T. Elbaek, Andrej Findor, Daniel Flichtentrei, Renata Franc, June Gruber, Estrella Gualda, Yusaku Horiuchi, Toan Luu Duc Huynh, Agustin Ibanez, Mostak Ahamed Imran, Jacob Israelashvili, Katarzyna Jasko, Jaroslaw Kantorowicz, Elena Kantorowicz-Reznichenko, André Krouwel, Michael Laakasuo, Claus Lamm, Caroline Leygue, Ming-Jen Lin, Mohammad Sabbir Mansoor, Antoine Marie, Lewend Mayiwar, Honorata Mazepus, Cillian McHugh, John Paul Minda, Panagiotis Mitkidis, Andreas Olsson, Tobias Otterbring, Dominic J. Packer, Anat Perry, Michael Bang Petersen, Arathy Puthillam, Tobias Rothmund, Hernando Santamaría-García, Petra C. Schmid, Drozdstoy Stoyanov, Shruti Tewari, Bojan Todosijević, Manos Tsakiris, Hans H. Tung, Radu G. Umbres, Edmunds Vanags, Madalina Vlasceanu, Andrew Vonasch, Meltem Yucel, Yucheng Zhang, Mohcine Abad, Eli Adler, Narin Akrawi, Hamza Alaoui Mdarhri, Hanane Amara, David M. Amodio, Benedict G. Antazo, Matthew Apps, Mouhamadou Hady Ba, Sergio Barbosa, Brock Bastian, Anton Berg, Maria P. Bernal-Zárate, Michael Bernstein, Michał Białek, Ennio Bilancini, Natalia Bogatyreva, Leonardo Boncinelli, Jonathan E. Booth, Sylvie Borau, Ondrej Buchel, C. Daryl Cameron, Chrissie F. Carvalho, Tatiana Celadin, Chiara Cerami, Hom Nath Chalise, Xiaojun Cheng, Kate Cockcroft, Jane Conway, Mateo Andres Córdoba-Delgado, Chiara Crespi, Marie Crouzevialle, Jo Cutler, Marzena Cypryańska, Justyna Dabrowska, Michael A. Daniels, Victoria H. Davis, Pamala N. Dayley, Sylvain Delouvée, Ognjan Denkovski, Guillaume Dezecache, Nathan A. Dhaliwal, Alelie B. Diato, Roberto Di Paolo, Marianna Drosinou, Uwe Dulleck, Jānis Ekmanis, Arhan S. Ertan, Hapsa Hossain Farhana, Fahima Farkhari, Harry Farmer, Ali Fenwick, Kristijan Fidanovski, Terry Flew, Shona Fraser, Raymond Boadi Frempong, Jonathan A. Fugelsang, Jessica Gale, E. Begoña Garcia-Navarro, Prasad Garladinne, Oussama Ghajjou, Theofilos Gkinopoulos, Kurt Gray, Siobhán M. Griffin, Bjarki Gronfeldt, Mert Gümren, Ranju Lama Gurung, Eran Halperin, Elizabeth Harris, Volo Herzon, Matej Hruška, Guanxiong Huang, Matthias F. C. Hudecek, Ozan Isler, Simon Jangard, Frederik J. Jorgensen, Frank Kachanoff, John Kahn, Apsara Katuwal Dangol, Oleksandra Keudel, Lina Koppel, Mika Koverola, Emily Kubin, Anton Kunnari, Yordan Kutiyski, Oscar Moreda Laguna, Josh Leota, Eva Lermer, Jonathan Levy, Neil Levy, Chunyun Li, Elizabeth U. Long, Marina Maglić, Darragh McCashin, Alexander L. Metcalf, Igor Mikloušić, Soulaimane El Mimouni, Asako Miura, Juliana Molina-Paredes, César Monroy-Fonseca, Elena Morales-Marente, David Moreau, Rafał Muda, Annalisa Myer, Kyle Nash, Tarik Nesh-Nash, Jonas P. Nitschke, Matthew S. Nurse, Yohsuke Ohtsubo, Victoria Oldemburgo de Mello, Cathal O’Madagain, Michal Onderco, M. Soledad Palacios-Galvez, Jussi Palomöki, Yafeng Pan, Zsófia Papp, Philip Pärnamets, Mariola Paruzel-Czachura, Zoran Pavlović, César Payán-Gómez, Silva Perander, Michael Mark Pitman, Rajib Prasad, Joanna Pyrkosz-Pacyna, Steve Rathje, Ali Raza, Kasey Rhee, Claire E. Robertson, Iván Rodríguez-Pascual, Teemu Saikkonen, Octavio Salvador-Ginez, Gaia C. Santi, Natalia Santiago-Tovar, David Savage, Julian A. Scheffer, David T. Schultner, Enid M. Schutte, Andy Scott, Madhavi Sharma, Pujan Sharma, Ahmed Skali, David Stadelmann, Clara Alexandra Stafford, Dragan Stanojević, Anna Stefaniak, Anni Sternisko, Augustin Stoica, Kristina K. Stoyanova, Brent Strickland, Jukka Sundvall, Jeffrey P. Thomas, Gustav Tinghög, Benno Torgler, Iris J. Traast, Raffaele Tucciarelli, Michael Tyrala, Nick D. Ungson, Mete S. Uysal, Paul A. M. Van Lange, Jan-Willem van Prooijen, Dirk van Rooy, Daniel Västfjäll, Peter Verkoeijen, Joana B. Vieira, Christian von Sikorski, Alexander Cameron Walker, Jennifer Watermeyer, Erik Wetter, Ashley Whillans, Katherine White, Rishad Habib, Robin Willardt, Michael J. A. Wohl, Adrian Dominik Wójcik, Kaidi Wu, Yuki Yamada, Onurcan Yilmaz, Kumar Yogeeswaran, Carolin-Theresa Ziemer, Rolf A. Zwaan, Paulo S. Boggio, Waldir M. Sampaio, Azevedo, Flavio [0000-0001-9000-8513], Gjoneska, Biljana [0000-0003-1200-6672], Ross, Robert M [0000-0001-8711-1675], Cichocka, Aleksandra [0000-0003-1703-1586], Chan, Ho Fai [0000-0002-7281-5212], Van Bavel, Jay J [0000-0002-2520-0442], Lockwood, Patricia L [0000-0001-7195-9559], Bor, Alexander [0000-0002-2624-9221], Crabtree, Charles David [0000-0001-5144-8671], Elbaek, Christian T [0000-0002-7039-4565], Horiuchi, Yusaku [0000-0003-0295-4089], Ibanez, Agustin [0000-0001-6758-5101], Kantorowicz, Jaroslaw [0000-0002-1186-5427], Lamm, Claus [0000-0002-5422-0653], Marie, Antoine [0000-0002-7958-0153], McHugh, Cillian [0000-0002-9701-3232], Otterbring, Tobias [0000-0002-0283-8777], Perry, Anat [0000-0003-2329-856X], Rothmund, Tobias [0000-0003-2979-5129], Schmid, Petra C [0000-0002-9990-5445], Todosijević, Bojan [0000-0002-6116-993X], Tung, Hans H [0000-0001-5332-7582], Yucel, Meltem [0000-0002-7274-5971], Berg, Anton [0000-0001-7143-762X], Białek, Michał [0000-0002-5062-5733], Cutler, Jo [0000-0003-1073-764X], Di Paolo, Roberto [0000-0002-6081-6656], Dulleck, Uwe [0000-0002-0953-5963], Ertan, Arhan S [0000-0001-9730-8391], Flew, Terry [0000-0003-4485-9338], Frempong, Raymond Boadi [0000-0002-4603-5570], Gray, Kurt [0000-0001-5816-2676], Griffin, Siobhán M [0000-0002-3613-2844], Lermer, Eva [0000-0002-6600-9580], Maglić, Marina [0000-0002-6851-4601], Monroy-Fonseca, César [0000-0003-4696-8159], Pan, Yafeng [0000-0002-5633-8313], Papp, Zsófia [0000-0001-6257-0568], Pärnamets, Philip [0000-0001-8360-9097], Torgler, Benno [0000-0002-9809-963X], Van Lange, Paul AM [0000-0001-7774-6984], Wójcik, Adrian Dominik [0000-0002-7073-6019], Yamada, Yuki [0000-0003-1431-568X], Yogeeswaran, Kumar [0000-0002-1978-5077], Sampaio, Waldir M [0000-0002-6066-4314], Apollo - University of Cambridge Repository, Law and Economics, Pharmacy, Policy, Politics and Society, Molecular Genetics, Methods & Skills, Brain & Cognition, Azevedo, F, Pavlovic, T, Rego, G, Ay, F, Gjoneska, B, Etienne, T, Ross, R, Schonegger, P, Riano-Moreno, J, Cichocka, A, Capraro, V, Cian, L, Longoni, C, Chan, H, Van Bavel, J, Sjastad, H, Nezlek, J, Alfano, M, Gelfand, M, Birtel, M, Cislak, A, Lockwood, P, Abts, K, Agadullina, E, Aruta, J, Besharati, S, Bor, A, Choma, B, Crabtree, C, Cunningham, W, De, K, Ejaz, W, Elbaek, C, Findor, A, Flichtentrei, D, Franc, R, Gruber, J, Gualda, E, Horiuchi, Y, Huynh, T, Ibanez, A, Imran, M, Israelashvili, J, Jasko, K, Kantorowicz, J, Kantorowicz-Reznichenko, E, Krouwel, A, Laakasuo, M, Lamm, C, Leygue, C, Lin, M, Mansoor, M, Marie, A, Mayiwar, L, Mazepus, H, Mchugh, C, Minda, J, Mitkidis, P, Olsson, A, Otterbring, T, Packer, D, Perry, A, Petersen, M, Puthillam, A, Rothmund, T, Santamaria-Garcia, H, Schmid, P, Stoyanov, D, Tewari, S, Todosijevic, B, Tsakiris, M, Tung, H, Umbres, R, Vanags, E, Vlasceanu, M, Vonasch, A, Yucel, M, Zhang, Y, Abad, M, Adler, E, Akrawi, N, Mdarhri, H, Amara, H, Amodio, D, Antazo, B, Apps, M, Ba, M, Barbosa, S, Bastian, B, Berg, A, Bernal-Zarate, M, Bernstein, M, Bialek, M, Bilancini, E, Bogatyreva, N, Boncinelli, L, Booth, J, Borau, S, Buchel, O, Cameron, C, Carvalho, C, Celadin, T, Cerami, C, Chalise, H, Cheng, X, Cockcroft, K, Conway, J, Cordoba-Delgado, M, Crespi, C, Crouzevialle, M, Cutler, J, Cypryanska, M, Dabrowska, J, Daniels, M, Davis, V, Dayley, P, Delouvee, S, Denkovski, O, Dezecache, G, Dhaliwal, N, Diato, A, Di Paolo, R, Drosinou, M, Dulleck, U, Ekmanis, J, Ertan, A, Farhana, H, Farkhari, F, Farmer, H, Fenwick, A, Fidanovski, K, Flew, T, Fraser, S, Frempong, R, Fugelsang, J, Gale, J, Garcia-Navarro, E, Garladinne, P, Ghajjou, O, Gkinopoulos, T, Gray, K, Griffin, S, Gronfeldt, B, Gumren, M, Gurung, R, Halperin, E, Harris, E, Herzon, V, Hruska, M, Huang, G, Hudecek, M, Isler, O, Jangard, S, Jorgensen, F, Kachanoff, F, Kahn, J, Dangol, A, Keudel, O, Koppel, L, Koverola, M, Kubin, E, Kunnari, A, Kutiyski, Y, Laguna, O, Leota, J, Lermer, E, Levy, J, Levy, N, Li, C, Long, E, Maglic, M, Mccashin, D, Metcalf, A, Miklousic, I, El Mimouni, S, Miura, A, Molina-Paredes, J, Monroy-Fonseca, C, Morales-Marente, E, Moreau, D, Muda, R, Myer, A, Nash, K, Nesh-Nash, T, Nitschke, J, Nurse, M, Ohtsubo, Y, de Mello, V, O'Madagain, C, Onderco, M, Palacios-Galvez, M, Palomoki, J, Pan, Y, Papp, Z, Parnamets, P, Paruzel-Czachura, M, Pavlovic, Z, Payan-Gomez, C, Perander, S, Pitman, M, Prasad, R, Pyrkosz-Pacyna, J, Rathje, S, Raza, A, Rhee, K, Robertson, C, Rodriguez-Pascual, I, Saikkonen, T, Salvador-Ginez, O, Santi, G, Santiago-Tovar, N, Savage, D, Scheffer, J, Schultner, D, Schutte, E, Scott, A, Sharma, M, Sharma, P, Skali, A, Stadelmann, D, Stafford, C, Stanojevic, D, Stefaniak, A, Sternisko, A, Stoica, A, Stoyanova, K, Strickland, B, Sundvall, J, Thomas, J, Tinghog, G, Torgler, B, Traast, I, Tucciarelli, R, Tyrala, M, Ungson, N, Uysal, M, Van Lange, P, van Prooijen, J, van Rooy, D, Vastfjall, D, Verkoeijen, P, Vieira, J, von Sikorski, C, Walker, A, Watermeyer, J, Wetter, E, Whillans, A, White, K, Habib, R, Willardt, R, Wohl, M, Wojcik, A, Wu, K, Yamada, Y, Yilmaz, O, Yogeeswaran, K, Ziemer, C, Zwaan, R, Boggio, P, Sampaio, W, Communication Science, Network Institute, Communication Choices, Content and Consequences (CCCC), Social & Organizational Psychology, Social Psychology, Amsterdam Sustainability Institute, IBBA, and A-LAB
Subjects: Statistics and Probability, SELF-ESTEEM, public support, physical hygiene, Library and Information Sciences, Settore SECS-P/02 - Politica Economica, Morals, Education, SDG 3 - Good Health and Well-being, Surveys and Questionnaires, open science, Humans, Social Change, Settore SECS-P/01 - Economia Politica, OLDER-ADULTS, Pandemics, Science & Technology, public health, social distancing, COVID-19, social psychology, Computer Science Applications, Multidisciplinary Sciences, Attitude, Socioeconomic Factors, moral psychology, international dataset, Science & Technology - Other Topics, COVID-19/psychology, HEALTH, Statistics, Probability and Uncertainty, SINGLE-ITEM MEASURE, Information Systems
Abstract: The COVID-19 pandemic has affected all domains of human life, including the economic and social fabric of societies. One of the central strategies for managing public health throughout the pandemic has been through persuasive messaging and collective behaviour change. To help scholars better understand the social and moral psychology behind public health behaviour, we present a dataset comprising of 51,404 individuals from 69 countries. This dataset was collected for the International Collaboration on Social & Moral Psychology of COVID-19 project (ICSMP COVID-19). This social science survey invited participants around the world to complete a series of moral and psychological measures and public health attitudes about COVID-19 during an early phase of the COVID-19 pandemic (between April and June 2020). The survey included seven broad categories of questions: COVID-19 beliefs and compliance behaviours; identity and social attitudes; ideology; health and well-being; moral beliefs and motivation; personality traits; and demographic variables. We report both raw and cleaned data, along with all survey materials, data visualisations, and psychometric evaluations of key variables. ispartof: SCIENTIFIC DATA vol:10 issue:1 ispartof: location:England status: published
Published: 2023

5. National identity predicts public health support during a global pandemic

Author: Van Bavel, Jay J., Cichocka, Aleksandra, Capraro, Valerio, Sjåstad, Hallgeir, Nezlek, John B., Pavlović, Tomislav, Alfano, Mark, Gelfand, Michele J., Azevedo, Flavio, Birtel, Michèle D., Cislak, Aleksandra, Lockwood, Patricia L., Ross, Robert Malcolm, Abts, Koen, Agadullina, Elena, Aruta, John Jamir Benzon, Besharati, Sahba Nomvula, Bor, Alexander, Choma, Becky L., Crabtree, Charles David, Cunningham, William A., De, Koustav, Ejaz, Waqas, Elbaek, Christian T., Findor, Andrej, Flichtentrei, Daniel, Franc, Renata, Gjoneska, Biljana, Gruber, June, Gualda, Estrella, Horiuchi, Yusaku, Huynh, Toan Luu Duc, Ibanez, Agustin, Imran, Mostak Ahamed, Israelashvili, Jacob, Jasko, Katarzyna, Kantorowicz, Jaroslaw, Kantorowicz-Reznichenko, Elena, Krouwel, André, Laakasuo, Michael, Lamm, Claus, Leygue, Caroline, Lin, Ming-Jen, Mansoor, Mohammad Sabbir, Marie, Antoine, Mayiwar, Lewend, Mazepus, Honorata, McHugh, Cillian, Minda, John Paul, Mitkidis, Panagiotis, Olsson, Andreas, Otterbring, Tobias, Packer, Dominic J., Perry, Anat, Petersen, Michael Bang, Puthillam, Arathy, Riaño-Moreno, Julián C., Rothmund, Tobias, Santamaría-García, Hernando, Schmid, Petra C., Stoyanov, Drozdstoy, Tewari, Shruti, Todosijević, Bojan, Tsakiris, Manos, Tung, Hans H., Umbreș, Radu G., Vanags, Edmunds, Vlasceanu, Madalina, Vonasch, Andrew, Yucel, Meltem, Zhang, Yucheng, Abad, Mohcine, Adler, Eli, Akrawi, Narin, Mdarhri, Hamza Alaoui, Amara, Hanane, Amodio, David M., Antazo, Benedict G., Apps, Matthew, Ay, F. Ceren, Ba, Mouhamadou Hady, Barbosa, Sergio, Bastian, Brock, Berg, Anton, Bernal-Zárate, Maria P., Bernstein, Michael, Białek, Michał, Bilancini, Ennio, Bogatyreva, Natalia, Boncinelli, Leonardo, Booth, Jonathan E., Borau, Sylvie, Buchel, Ondrej, Cameron, C. Daryl, Carvalho, Chrissie F., Celadin, Tatiana, Cerami, Chiara, Chalise, Hom Nath, Cheng, Xiaojun, Cian, Luca, Cockcroft, Kate, Conway, Jane, Córdoba-Delgado, Mateo Andres, Crespi, Chiara, Crouzevialle, Marie, Cutler, Jo, Cypryańska, Marzena, Dabrowska, Justyna, Daniels, Michael A., Davis, Victoria H., Dayley, Pamala N., Delouvee, Sylvain, Denkovski, Ognjan, Dezecache, Guillaume, Dhaliwal, Nathan A., Diato, Alelie B., Di Paolo, Roberto, Drosinou, Marianna, Dulleck, Uwe, Ekmanis, Jānis, Ertan, Arhan S., Etienne, Tom W., Farhana, Hapsa Hossain, Farkhari, Fahima, Farmer, Harry, Fenwick, Ali, Fidanovski, Kristijan, Flew, Terry, Fraser, Shona, Frempong, Raymond Boadi, Fugelsang, Jonathan A., Gale, Jessica, Garcia-Navarro, E. Begoña, Garladinne, Prasad, Ghajjou, Oussama, Gkinopoulos, Theofilos, Gray, Kurt, Griffin, Siobhán M., Gronfeldt, Bjarki, Gümren, Mert, Gurung, Ranju Lama, Halperin, Eran, Harris, Elizabeth, Herzon, Volo, Hruška, Matej, Huang, Guanxiong, Hudecek, Matthias F. C., Isler, Ozan, Jangard, Simon, Jørgensen, Frederik J., Kachanoff, Frank, Kahn, John, Dangol, Apsara Katuwal, Keudel, Oleksandra, Koppel, Lina, Koverola, Mika, Kubin, Emily, Kunnari, Anton, Kutiyski, Yordan, Laguna, Oscar, Leota, Josh, Lermer, Eva, Levy, Jonathan, Levy, Neil, Li, Chunyun, Long, Elizabeth U., Longoni, Chiara, Maglić, Marina, McCashin, Darragh, Metcalf, Alexander L., Mikloušić, Igor, El Mimouni, Soulaimane, Miura, Asako, Molina-Paredes, Juliana, Monroy-Fonseca, César, Morales-Marente, Elena, Moreau, David, Muda, Rafał, Myer, Annalisa, Nash, Kyle, Nesh-Nash, Tarik, Nitschke, Jonas P., Nurse, Matthew S., Ohtsubo, Yohsuke, Oldemburgo De Mello, Victoria, O’Madagain, Cathal, Onderco, Michal, Palacios-Galvez, M. Soledad, Palomäki, Jussi, Pan, Yafeng, Papp, Zsófia, Pärnamets, Philip, Paruzel-Czachura, Mariola, Pavlović, Zoran, Payán-Gómez, César, Perander, Silva, Pitman, Michael Mark, Prasad, Rajib, Pyrkosz-Pacyna, Joanna, Rathje, Steve, Raza, Ali, Rêgo, Gabriel G., Rhee, Kasey, Robertson, Claire E., Rodríguez-Pascual, Iván, Saikkonen, Teemu, Salvador-Ginez, Octavio, Sampaio, Waldir M., Santi, Gaia C., Santiago-Tovar, Natalia, Savage, David, Scheffer, Julian A., Schönegger, Philipp, Schultner, David T., Schutte, Enid M., Scott, Andy, Sharma, Madhavi, Sharma, Pujan, Skali, Ahmed, Stadelmann, David, Stafford, Clara Alexandra, Stanojević, Dragan, Stefaniak, Anna, Sternisko, Anni, Stoica, Agustin, Stoyanova, Kristina K., Strickland, Brent, Sundvall, Jukka, Thomas, Jeffrey P., Tinghög, Gustav, Torgler, Benno, Traast, Iris J., Tucciarelli, Raffaele, Tyrala, Michael, Ungson, Nick D., Uysal, Mete S., Van Lange, Paul A. M., Van Prooijen, Jan-Willem, Van Rooy, Dirk, Västfjäll, Daniel, Verkoeijen, Peter, Vieira, Joana B., Von Sikorski, Christian, Walker, Alexander Cameron, Watermeyer, Jennifer, Wetter, Erik, Whillans, Ashley, Willardt, Robin, Wohl, Michael J. A., Wójcik, Adrian Dominik, Wu, Kaidi, Yamada, Yuki, Yilmaz, Onurcan, Yogeeswaran, Kumar, Ziemer, Carolin-Theresa, Zwaan, Rolf A., Boggio, Paulo S., Van Bavel, Jay J., Cichocka, Aleksandra, Capraro, Valerio, Sjåstad, Hallgeir, Nezlek, John B., Pavlović, Tomislav, Alfano, Mark, Gelfand, Michele J., Azevedo, Flavio, Birtel, Michèle D., Cislak, Aleksandra, Lockwood, Patricia L., Ross, Robert Malcolm, Abts, Koen, Agadullina, Elena, Aruta, John Jamir Benzon, Besharati, Sahba Nomvula, Bor, Alexander, Choma, Becky L., Crabtree, Charles David, Cunningham, William A., De, Koustav, Ejaz, Waqa, Elbaek, Christian T., Findor, Andrej, Flichtentrei, Daniel, Franc, Renata, Gjoneska, Biljana, Gruber, June, Gualda, Estrella, Horiuchi, Yusaku, Huynh, Toan Luu Duc, Ibanez, Augustin, Imran, Mostak Ahamed, Israelashvili, Jacob, Jasko, Katarzyna, Kantorowicz, Jaroslaw, Kantorowicz-Reznichenko, Elena, Krouwel, André, Laakasuo, Michael, Lamm, Clau, Leygue, Caroline, Lin, Ming-Jen, Mansoor, Mohammad Sabbir, Marie, Antoine, Mayiwar, Lewend, Mazepus, Honorata, McHugh, Cillian, Minda, John Paul, Mitkidis, Panagioti, Olsson, Andrea, Otterbring, Tobia, Packer, Dominic J., Perry, Anat, Petersen, Michael Bang, Puthillam, Arathy, Riaño-Moreno, Julián C., Rothmund, Tobia, Santamaría-García, Hernando, Schmid, Petra C., Stoyanov, Drozdstoy, Tewari, Shruti, Todosijević, Bojan, Tsakiris, Mano, Tung, Hans H., Umbreș, Radu G., Vanags, Edmund, Vlasceanu, Madalina, Vonasch, Andrew, Yucel, Meltem, Zhang, Yucheng, Abad, Mohcine, Adler, Eli, Akrawi, Narin, Mdarhri, Hamza Alaoui, Amara, Hanane, Amodio, David M., Antazo, Benedict G., Apps, Matthew, Ay, F. Ceren, Ba, Mouhamadou Hady, Barbosa, Sergio, Bastian, Brock, Berg, Anton, Bernal-Zárate, Maria P., Bernstein, Michael, Białek, Michał, Bilancini, Ennio, Bogatyreva, Natalia, Boncinelli, Leonardo, Booth, Jonathan E., Borau, Sylvie, Buchel, Ondrej, Cameron, C. Daryl, Carvalho, Chrissie F., Celadin, Tatiana, Cerami, Chiara, Chalise, Hom Nath, Cheng, Xiaojun, Cian, Luca, Cockcroft, Kate, Conway, Jane, Córdoba-Delgado, Mateo Andre, Crespi, Chiara, Crouzevialle, Marie, Cutler, Jo, Cypryańska, Marzena, Dabrowska, Justyna, Daniels, Michael A., Davis, Victoria H., Dayley, Pamala N., Delouvee, Sylvain, Denkovski, Ognjan, Dezecache, Guillaume, Dhaliwal, Nathan A., Diato, Alelie B., Di Paolo, Roberto, Drosinou, Marianna, Dulleck, Uwe, Ekmanis, Jāni, Ertan, Arhan S., Etienne, Tom W., Farhana, Hapsa Hossain, Farkhari, Fahima, Farmer, Harry, Fenwick, Ali, Fidanovski, Kristijan, Flew, Terry, Fraser, Shona, Frempong, Raymond Boadi, Fugelsang, Jonathan A., Gale, Jessica, Garcia-Navarro, E. Begoña, Garladinne, Prasad, Ghajjou, Oussama, Gkinopoulos, Theofilo, Gray, Kurt, Griffin, Siobhán M., Gronfeldt, Bjarki, Gümren, Mert, Gurung, Ranju Lama, Halperin, Eran, Harris, Elizabeth, Herzon, Volo, Hruška, Matej, Huang, Guanxiong, Hudecek, Matthias F. C., Isler, Ozan, Jangard, Simon, Jørgensen, Frederik J., Kachanoff, Frank, Kahn, John, Dangol, Apsara Katuwal, Keudel, Oleksandra, Koppel, Lina, Koverola, Mika, Kubin, Emily, Kunnari, Anton, Kutiyski, Yordan, Laguna, Oscar, Leota, Josh, Lermer, Eva, Levy, Jonathan, Levy, Neil, Li, Chunyun, Long, Elizabeth U., Longoni, Chiara, Maglić, Marina, McCashin, Darragh, Metcalf, Alexander L., Mikloušić, Igor, El Mimouni, Soulaimane, Miura, Asako, Molina-Paredes, Juliana, Monroy-Fonseca, César, Morales-Marente, Elena, Moreau, David, Muda, Rafał, Myer, Annalisa, Nash, Kyle, Nesh-Nash, Tarik, Nitschke, Jonas P., Nurse, Matthew S., Ohtsubo, Yohsuke, Oldemburgo de Mello, Victoria, O’Madagain, Cathal, Onderco, Michal, Palacios-Galvez, M. Soledad, Palomäki, Jussi, Pan, Yafeng, Papp, Zsófia, Pärnamets, Philip, Paruzel-Czachura, Mariola, Pavlović, Zoran, Payán-Gómez, César, Perander, Silva, Pitman, Michael Mark, Prasad, Rajib, Pyrkosz-Pacyna, Joanna, Rathje, Steve, Raza, Ali, Rêgo, Gabriel G., Rhee, Kasey, Robertson, Claire E., Rodríguez-Pascual, Iván, Saikkonen, Teemu, Salvador-Ginez, Octavio, Sampaio, Waldir M., Santi, Gaia C., Santiago-Tovar, Natalia, Savage, David, Scheffer, Julian A., Schönegger, Philipp, Schultner, David T., Schutte, Enid M., Scott, Andy, Sharma, Madhavi, Sharma, Pujan, Skali, Ahmed, Stadelmann, David, Stafford, Clara Alexandra, Stanojević, Dragan, Stefaniak, Anna, Sternisko, Anni, Stoica, Augustin, Stoyanova, Kristina K., Strickland, Brent, Sundvall, Jukka, Thomas, Jeffrey P., Tinghög, Gustav, Torgler, Benno, Traast, Iris J., Tucciarelli, Raffaele, Tyrala, Michael, Ungson, Nick D., Uysal, Mete S., Van Lange, Paul A. M., van Prooijen, Jan-Willem, van Rooy, Dirk, Västfjäll, Daniel, Verkoeijen, Peter, Vieira, Joana B., von Sikorski, Christian, Walker, Alexander Cameron, Watermeyer, Jennifer, Wetter, Erik, Whillans, Ashley, Willardt, Robin, Wohl, Michael J. A., Wójcik, Adrian Dominik, Wu, Kaidi, Yamada, Yuki, Yilmaz, Onurcan, Yogeeswaran, Kumar, Ziemer, Carolin-Theresa, Zwaan, Rolf A., Boggio, Paulo S., Department of Digital Humanities, Faculty Common Matters (Faculty of Arts), Cognitive Science, Helsinki Research Hub on Religion, Media and Social Change, Helsinki Social Computing Group, Doctoral Programme in Cognition, Learning, Instruction and Communication, Mind and Matter, High Performance Cognition group, Medicum, Digital Humanities, Law and Economics, Pharmacy, Public Administration, Molecular Genetics, Research Methods and Techniques, Brain and Cognition, Van Bavel, Jay J [0000-0002-2520-0442], Cichocka, Aleksandra [0000-0003-1703-1586], Sjåstad, Hallgeir [0000-0002-8730-1038], Nezlek, John B [0000-0003-4963-3637], Pavlović, Tomislav [0000-0002-4470-3715], Alfano, Mark [0000-0001-5879-8033], Azevedo, Flavio [0000-0001-9000-8513], Cislak, Aleksandra [0000-0002-9880-6947], Lockwood, Patricia L [0000-0001-7195-9559], Ross, Robert 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[0000-0002-9701-3232], Minda, John Paul [0000-0002-4081-010X], Mitkidis, Panagiotis [0000-0002-9495-7369], Olsson, Andreas [0000-0001-5272-7744], Otterbring, Tobias [0000-0002-0283-8777], Perry, Anat [0000-0003-2329-856X], Petersen, Michael Bang [0000-0002-6782-5635], Riaño-Moreno, Julián C [0000-0003-4182-0550], Rothmund, Tobias [0000-0003-2979-5129], Schmid, Petra C [0000-0002-9990-5445], Stoyanov, Drozdstoy [0000-0002-9975-3680], Todosijević, Bojan [0000-0002-6116-993X], Tsakiris, Manos [0000-0001-7753-7576], Tung, Hans H [0000-0001-5332-7582], Vanags, Edmunds [0000-0003-1932-936X], Vlasceanu, Madalina [0000-0003-2138-1968], Yucel, Meltem [0000-0002-7274-5971], Zhang, Yucheng [0000-0001-9435-6734], Abad, Mohcine [0000-0002-4964-5411], Mdarhri, Hamza Alaoui [0000-0001-9831-6561], Amara, Hanane [0000-0003-0732-2320], Antazo, Benedict G [0000-0001-9993-8960], Apps, Matthew [0000-0001-5793-2202], Barbosa, Sergio [0000-0003-1989-158X], Bastian, Brock [0000-0003-4619-3322], Bernal-Zárate, 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[0000-0003-1787-5914], Palomäki, Jussi [0000-0001-6063-0926], Pan, Yafeng [0000-0002-5633-8313], Pavlović, Zoran [0000-0002-9231-5100], Payán-Gómez, César [0000-0002-0633-1332], Perander, Silva [0000-0001-6711-8079], Pitman, Michael Mark [0000-0001-5532-5388], Pyrkosz-Pacyna, Joanna [0000-0002-9112-8629], Raza, Ali [0000-0002-2438-6054], Rhee, Kasey [0000-0002-8562-0801], Rodríguez-Pascual, Iván [0000-0002-5385-3643], Saikkonen, Teemu [0000-0001-9619-3270], Sampaio, Waldir M [0000-0002-6066-4314], Schönegger, Philipp [0000-0001-9930-487X], Schultner, David T [0000-0003-2253-4065], Scott, Andy [0000-0002-3294-0078], Skali, Ahmed [0000-0002-4753-3280], Stadelmann, David [0000-0002-1211-9936], Stafford, Clara Alexandra [0000-0003-1716-7870], Stanojević, Dragan [0000-0002-3667-2461], Stefaniak, Anna [0000-0002-1706-7784], Sternisko, Anni [0000-0002-2507-3076], Stoica, Augustin [0000-0003-0585-1114], Sundvall, Jukka [0000-0003-4310-1162], Tinghög, Gustav [0000-0002-8159-1249], Torgler, Benno [0000-0002-9809-963X], Tucciarelli, Raffaele [0000-0002-0342-308X], Tyrala, Michael [0000-0001-5268-8319], Van Lange, Paul AM [0000-0001-7774-6984], van Prooijen, Jan-Willem [0000-0001-6236-0819], Västfjäll, Daniel [0000-0003-2873-4500], von Sikorski, Christian [0000-0002-3787-8277], Walker, Alexander Cameron [0000-0003-1431-6770], Watermeyer, Jennifer [0000-0001-7918-8832], Whillans, Ashley [0000-0002-1726-6978], Willardt, Robin [0000-0002-2495-3450], Wohl, Michael JA [0000-0001-6945-5562], Wójcik, Adrian Dominik [0000-0002-7073-6019], Wu, Kaidi [0000-0001-6881-7437], Yamada, Yuki [0000-0003-1431-568X], Yilmaz, Onurcan [0000-0002-6094-7162], Ziemer, Carolin-Theresa [0000-0002-0794-7702], Apollo - University of Cambridge Repository, Communication Science, Network Institute, Communication Choices, Content and Consequences (CCCC), Social Psychology, IBBA, A-LAB, New York University [New York] (NYU), NYU System (NYU), University of Kent [Canterbury], Middlesex University [London], 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and Technology [Krakow, PL] (AGH UST), University of Cambridge [UK] (CAM), Mackenzie Presbyterian University [São Paulo] (UPM), University of Turku, University of Newcastle [Callaghan, Australia] (UoN), University of St Andrews [Scotland], University of Groningen [Groningen], Carleton University, National University of Political Studies and Public Administration Bucharest, Romania (SNSPA), University of Plovdiv, Institut Jean-Nicod (IJN), Département d'Etudes Cognitives - ENS Paris (DEC), École normale supérieure - Paris (ENS-PSL), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-École normale supérieure - Paris (ENS-PSL), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-École des hautes études en sciences sociales (EHESS)-Collège de France (CdF (institution))-Centre National de la Recherche Scientifique (CNRS)-Département de Philosophie - ENS Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL), Center for Research in Economics, Management and the Arts (CREMA), Partenaires INRAE, University College of London [London] (UCL), The Hong Kong University of Science and Technology, Susquehanna University, Dokuz Eylül Üniversitesi = Dokuz Eylül University [Izmir] (DEÜ), Stockholm School of Economics (SSE), Harvard Business School, Harvard University, Nicolaus Copernicus University [Toruń], University of California [San Diego] (UC San Diego), Kyushu University, Kadir Has University (KHAS), Van Bavel, Jay J. [0000-0002-2520-0442], Nezlek, John B. [0000-0003-4963-3637], Lockwood, Patricia L. [0000-0001-7195-9559], Elbaek, Christian T. [0000-0002-7039-4565], Ibanez, Agustin [0000-0001-6758-5101], Riaño-Moreno, Julián C. [0000-0003-4182-0550], Schmid, Petra C. [0000-0002-9990-5445], Tung, Hans H. [0000-0001-5332-7582], Antazo, Benedict G. [0000-0001-9993-8960], Bernal-Zárate, Maria P. [0000-0001-8232-6220], Booth, Jonathan E. [0000-0002-8563-4613], Davis, Victoria H. [0000-0002-7207-4629], Dayley, Pamala N. [0000-0001-8955-9502], Etienne, Tom W. [0000-0002-4299-6593], Garcia-Navarro, E. Begoña [0000-0001-6913-8882], Griffin, Siobhán M. [0000-0002-3613-2844], Hudecek, Matthias F. C. [0000-0002-7696-766X], Jørgensen, Frederik J. [0000-0002-5461-912X], Metcalf, Alexander L. [0000-0001-9532-585X], Nitschke, Jonas P. [0000-0002-3244-8585], Nurse, Matthew S. [0000-0003-1787-5914], Sampaio, Waldir M. [0000-0002-6066-4314], Schultner, David T. [0000-0003-2253-4065], Stoica, Agustin [0000-0003-0585-1114], Van Lange, Paul A. M. [0000-0001-7774-6984], Wohl, Michael J. A. [0000-0001-6945-5562], New York University, University of Kent, Middlesex University, Norwegian School of Economics, College of William and Mary, Institute of Social Sciences Ivo Pilar, Friedrich Schiller University Jena, SWPS University of Social Sciences and Humanities, KU Leuven, Higher School of Economics, De La Salle University Manila, University of the Witwatersrand, Aarhus University, X University, Dartmouth College, University of Kentucky, National University of Sciences and Technology Pakistan, IntraMed, Macedonian Academy of Sciences and Arts, University of Colorado Boulder, University of Huelva, Otto Beisheim School of Management, Universidad Adolfo Ibáñez, Hebrew University of Jerusalem, Jagiellonian University in Kraków, Leiden University, Vrije Universiteit Amsterdam, University of Helsinki, University of Vienna, Universidad Nacional Autónoma de México, National Taiwan University, BI Norwegian Business School, University of Limerick, Western University, Karolinska Institutet, University of Agder, Lehigh University, Universidad Cooperativa de Colombia, Universidad Javeriana, Swiss Federal Institute of Technology Zurich, Indian Institute of Management Indore, Institute of Social Sciences, Royal Holloway University of London, University of Latvia, University of Canterbury, Duke University, Hebei University of Technology, University of Kurdistan, Impact For Development, Jose Rizal University, University of Birmingham, Université Cheikh Anta Diop de Dakar, Universidad del Rosario, Pennsylvania State University, University of Wrocław, IMT Institute for Advanced Studies Lucca, University of Florence, Birkbeck University of London, Toulouse Business School, Tilburg University, Universidade Federal de Santa Catarina, Universita di Bologna, University of Pavia, Shenzhen University, Université Toulouse 1 Capitole, IRCCS Fondazione Istituto Neurologico Casimiro Mondino - Pavia, University of British Columbia, University of California Los Angeles, University of Rennes 2, University of Amsterdam, Université Clermont Auvergne, Cavite State University, Queensland University of Technology, Bogazici University, University of Sydney, University of Waterloo, University of North Carolina at Chapel Hill, Koc University, City University of Hong Kong, Free University of Berlin, Linköping University, Ludwig Maximilian University of Munich, Department of Neuroscience and Biomedical Engineering, Boston University, Dublin City University, Osaka University, University of Auckland, Maria Curie-Sklodowska University, Australian National University, The University of Tokyo, Hungarian Academy of Sciences, University of Silesia in Katowice, University of Belgrade, University of Calcutta, AGH University of Science and Technology, University of Cambridge, Universidade Presbiteriana Mackenzie, University of Newcastle, University of St Andrews, University of Groningen, National School of Political and Administrative Studies, University College London, Hong Kong University of Science and Technology, Dokuz Eylul University, Stockholm School of Economics, Nicolaus Copernicus University in Toruń, University of California San Diego, Kadir Has University, Aalto-yliopisto, University of St Andrews. School of International Relations, University of St Andrews. School of Psychology and Neuroscience, Van Bavel, J, Cichocka, A, Capraro, V, Sjastad, H, Nezlek, J, Pavlovic, T, Alfano, M, Gelfand, M, Azevedo, F, Birtel, M, Cislak, A, Lockwood, P, Ross, R, Abts, K, Agadullina, E, Aruta, J, Besharati, S, Bor, A, Choma, B, Crabtree, C, Cunningham, W, De, K, Ejaz, W, Elbaek, C, Findor, A, Flichtentrei, D, Franc, R, Gjoneska, B, Gruber, J, Gualda, E, Horiuchi, Y, Huynh, T, Ibanez, A, Imran, M, Israelashvili, J, Jasko, K, Kantorowicz, J, Kantorowicz-Reznichenko, E, Krouwel, A, Laakasuo, M, Lamm, C, Leygue, C, Lin, M, Mansoor, M, Marie, A, Mayiwar, L, Mazepus, H, Mchugh, C, Minda, J, Mitkidis, P, Olsson, A, Otterbring, T, Packer, D, Perry, A, Petersen, M, Puthillam, A, Riano-Moreno, J, Rothmund, T, Santamaria-Garcia, H, Schmid, P, Stoyanov, D, Tewari, S, Todosijevic, B, Tsakiris, M, Tung, H, Umbres, R, Vanags, E, Vlasceanu, M, Vonasch, A, Yucel, M, Zhang, Y, Abad, M, Adler, E, Akrawi, N, Mdarhri, H, Amara, H, Amodio, D, Antazo, B, Apps, M, Ay, F, Ba, M, Barbosa, S, Bastian, B, Berg, A, Bernal-Zarate, M, Bernstein, M, Bialek, M, Bilancini, E, Bogatyreva, N, Boncinelli, L, Booth, J, Borau, S, Buchel, O, Cameron, C, Carvalho, C, Celadin, T, Cerami, C, Chalise, H, Cheng, X, Cian, L, Cockcroft, K, Conway, J, Cordoba-Delgado, M, Crespi, C, Crouzevialle, M, Cutler, J, Cypryanska, M, Dabrowska, J, Daniels, M, Davis, V, Dayley, P, Delouvee, S, Denkovski, O, Dezecache, G, Dhaliwal, N, Diato, A, Di Paolo, R, Drosinou, M, Dulleck, U, Ekmanis, J, Ertan, A, Etienne, T, Farhana, H, Farkhari, F, Farmer, H, Fenwick, A, Fidanovski, K, Flew, T, Fraser, S, Frempong, R, Fugelsang, J, Gale, J, Garcia-Navarro, E, Garladinne, P, Ghajjou, O, Gkinopoulos, T, Gray, K, Griffin, S, Gronfeldt, B, Gumren, M, Gurung, R, Halperin, E, Harris, E, Herzon, V, Hruska, M, Huang, G, Hudecek, M, Isler, O, Jangard, S, Jorgensen, F, Kachanoff, F, Kahn, J, Dangol, A, Keudel, O, Koppel, L, Koverola, M, Kubin, E, Kunnari, A, Kutiyski, Y, Laguna, O, Leota, J, Lermer, E, Levy, J, Levy, N, Li, C, Long, E, Longoni, C, Maglic, M, Mccashin, D, Metcalf, A, Miklousic, I, El Mimouni, S, Miura, A, Molina-Paredes, J, Monroy-Fonseca, C, Morales-Marente, E, Moreau, D, Muda, R, Myer, A, Nash, K, Nesh-Nash, T, Nitschke, J, Nurse, M, Ohtsubo, Y, Oldemburgo de Mello, V, O'Madagain, C, Onderco, M, Palacios-Galvez, M, Palomaki, J, Pan, Y, Papp, Z, Parnamets, P, Paruzel-Czachura, M, Pavlovic, Z, Payan-Gomez, C, Perander, S, Pitman, M, Prasad, R, Pyrkosz-Pacyna, J, Rathje, S, Raza, A, Rego, G, Rhee, K, Robertson, C, Rodriguez-Pascual, I, Saikkonen, T, Salvador-Ginez, O, Sampaio, W, Santi, G, Santiago-Tovar, N, Savage, D, Scheffer, J, Schonegger, P, Schultner, D, Schutte, E, Scott, A, Sharma, M, Sharma, P, Skali, A, Stadelmann, D, Stafford, C, Stanojevic, D, Stefaniak, A, Sternisko, A, Stoica, A, Stoyanova, K, Strickland, B, Sundvall, J, Thomas, J, Tinghog, G, Torgler, B, Traast, I, Tucciarelli, R, Tyrala, M, Ungson, N, Uysal, M, Van Lange, P, van Prooijen, J, van Rooy, D, Vastfjall, D, Verkoeijen, P, Vieira, J, von Sikorski, C, Walker, A, Watermeyer, J, Wetter, E, Whillans, A, Willardt, R, Wohl, M, Wojcik, A, Wu, K, Yamada, Y, Yilmaz, O, Yogeeswaran, K, Ziemer, C, Zwaan, R, and Boggio, P
Subjects: IMAGE, Health Behavior, COVID-19, national identity, public health, pandemic, cross-cultural, Collective narcissism, Settore SECS-P/02 - Politica Economica, health behavior, Sociology, RA0421 Public health. Hygiene. Preventive Medicine, Settore SECS-P/01 - Economia Politica, public health behaviours, COVID-19, collective behaviour, Public health, [SHS.SOCIO]Humanities and Social Sciences/Sociology, Social Identification, 706/689/477/2811, article, Social identity, Public Health, Global Health, Social Medicine and Epidemiology, [SHS.ECO]Humanities and Social Sciences/Economics and Finance, 3142 Public health care science, environmental and occupational health, VDP::Medisinske Fag: 700::Helsefag: 800, 5141 Sociology, Settore SECS-P/03 - Scienza delle Finanze, National identity, Human, Cross-Cultural Comparison, BF Psychology, Science, COVID-19 pandemic, BF, national narcissism, HV Social pathology. Social and public welfare. Criminology, Humans, Leadership, Pandemics, Public Health, SARS-CoV-2, Self Report, Social Conformity, Human development, 692/699/255/2514, SDG 3 - Good Health and Well-being, Human behaviour, political ideology, COLLECTIVE NARCISSISM, SOCIAL IDENTITY, MCC, Pandemic, IDENTIFICATION, DAS, [SHS.SCIPO]Humanities and Social Sciences/Political science, Coronavirus, MODEL, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Viral infection, Idenfication, Image, RA Public aspects of medicine, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, Human medicine, RA, Model
Abstract: Funder: Research Council of Norway through its Centres of Excellence Scheme, FAIR project No 262675, Funder: J. William Fulbright Program, Funder: Institute for Lifecourse Development, University of Greenwich, Funder: Economic Social Research Council Impact Acceleration Award, University of Oxford, Funder: Institute of Social Sciences Ivo Pilar, Funder: Academy of Finland (Suomen Akatemia); doi: https://doi.org/10.13039/501100002341, Funder: Universität Wien (University of Vienna); doi: https://doi.org/10.13039/501100003065, Funder: Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan); doi: https://doi.org/10.13039/501100004663, Funder: NOMIS Stiftung (NOMIS Foundation); doi: https://doi.org/10.13039/501100008483, Funder: Princeton Graduate Student Research Funding (Program in Cognitive Science), Funder: Corruption Laboratory on Ethics, Accountability, and the Rule of Law (CLEAR), University of Virginia, Funder: Project Pro.Co.P.E., IMT School (PAI2019), Funder: Italian Ministry of University and Research - PRIN 2017 (20178293XT), Funder: Gouvernement du Canada | Natural Sciences and Engineering Research Council of Canada (Conseil de Recherches en Sciences Naturelles et en Génie du Canada); doi: https://doi.org/10.13039/501100000038, Funder: Australian Research Council (DP180102384), Funder: Ernst and Young (EY); doi: https://doi.org/10.13039/501100003064, Changing collective behaviour and supporting non-pharmaceutical interventions is an important component in mitigating virus transmission during a pandemic. In a large international collaboration (Study 1, N = 49,968 across 67 countries), we investigated self-reported factors associated with public health behaviours (e.g., spatial distancing and stricter hygiene) and endorsed public policy interventions (e.g., closing bars and restaurants) during the early stage of the COVID-19 pandemic (April-May 2020). Respondents who reported identifying more strongly with their nation consistently reported greater engagement in public health behaviours and support for public health policies. Results were similar for representative and non-representative national samples. Study 2 (N = 42 countries) conceptually replicated the central finding using aggregate indices of national identity (obtained using the World Values Survey) and a measure of actual behaviour change during the pandemic (obtained from Google mobility reports). Higher levels of national identification prior to the pandemic predicted lower mobility during the early stage of the pandemic (r = −0.40). We discuss the potential implications of links between national identity, leadership, and public health for managing COVID-19 and future pandemics.
Published: 2022

6. Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning.

Author: Pavlović T, Azevedo F, De K, Riaño-Moreno JC, Maglić M, Gkinopoulos T, Donnelly-Kehoe PA, Payán-Gómez C, Huang G, Kantorowicz J, Birtel MD, Schönegger P, Capraro V, Santamaría-García H, Yucel M, Ibanez A, Rathje S, Wetter E, Stanojević D, van Prooijen JW, Hesse E, Elbaek CT, Franc R, Pavlović Z, Mitkidis P, Cichocka A, Gelfand M, Alfano M, Ross RM, Sjåstad H, Nezlek JB, Cislak A, Lockwood P, Abts K, Agadullina E, Amodio DM, Apps MAJ, Aruta JJB, Besharati S, Bor A, Choma B, Cunningham W, Ejaz W, Farmer H, Findor A, Gjoneska B, Gualda E, Huynh TLD, Imran MA, Israelashvili J, Kantorowicz-Reznichenko E, Krouwel A, Kutiyski Y, Laakasuo M, Lamm C, Levy J, Leygue C, Lin MJ, Mansoor MS, Marie A, Mayiwar L, Mazepus H, McHugh C, Olsson A, Otterbring T, Packer D, Palomäki J, Perry A, Petersen MB, Puthillam A, Rothmund T, Schmid PC, Stadelmann D, Stoica A, Stoyanov D, Stoyanova K, Tewari S, Todosijević B, Torgler B, Tsakiris M, Tung HH, Umbreș RG, Vanags E, Vlasceanu M, Vonasch AJ, Zhang Y, Abad M, Adler E, Mdarhri HA, Antazo B, Ay FC, Ba MEH, Barbosa S, Bastian B, Berg A, Białek M, Bilancini E, Bogatyreva N, Boncinelli L, Booth JE, Borau S, Buchel O, de Carvalho CF, Celadin T, Cerami C, Chalise HN, Cheng X, Cian L, Cockcroft K, Conway J, Córdoba-Delgado MA, Crespi C, Crouzevialle M, Cutler J, Cypryańska M, Dabrowska J, Davis VH, Minda JP, Dayley PN, Delouvée S, Denkovski O, Dezecache G, Dhaliwal NA, Diato A, Di Paolo R, Dulleck U, Ekmanis J, Etienne TW, Farhana HH, Farkhari F, Fidanovski K, Flew T, Fraser S, Frempong RB, Fugelsang J, Gale J, García-Navarro EB, Garladinne P, Gray K, Griffin SM, Gronfeldt B, Gruber J, Halperin E, Herzon V, Hruška M, Hudecek MFC, Isler O, Jangard S, Jørgensen F, Keudel O, Koppel L, Koverola M, Kunnari A, Leota J, Lermer E, Li C, Longoni C, McCashin D, Mikloušić I, Molina-Paredes J, Monroy-Fonseca C, Morales-Marente E, Moreau D, Muda R, Myer A, Nash K, Nitschke JP, Nurse MS, de Mello VO, Palacios-Galvez MS, Pan Y, Papp Z, Pärnamets P, Paruzel-Czachura M, Perander S, Pitman M, Raza A, Rêgo GG, Robertson C, Rodríguez-Pascual I, Saikkonen T, Salvador-Ginez O, Sampaio WM, Santi GC, Schultner D, Schutte E, Scott A, Skali A, Stefaniak A, Sternisko A, Strickland B, Thomas JP, Tinghög G, Traast IJ, Tucciarelli R, Tyrala M, Ungson ND, Uysal MS, Van Rooy D, Västfjäll D, Vieira JB, von Sikorski C, Walker AC, Watermeyer J, Willardt R, Wohl MJA, Wójcik AD, Wu K, Yamada Y, Yilmaz O, Yogeeswaran K, Ziemer CT, Zwaan RA, Boggio PS, Whillans A, Van Lange PAM, Prasad R, Onderco M, O'Madagain C, Nesh-Nash T, Laguna OM, Kubin E, Gümren M, Fenwick A, Ertan AS, Bernstein MJ, Amara H, and Van Bavel JJ
Abstract: At the beginning of 2020, COVID-19 became a global problem. Despite all the efforts to emphasize the relevance of preventive measures, not everyone adhered to them. Thus, learning more about the characteristics determining attitudinal and behavioral responses to the pandemic is crucial to improving future interventions. In this study, we applied machine learning on the multinational data collected by the International Collaboration on the Social and Moral Psychology of COVID-19 ( N = 51,404) to test the predictive efficacy of constructs from social, moral, cognitive, and personality psychology, as well as socio-demographic factors, in the attitudinal and behavioral responses to the pandemic. The results point to several valuable insights. Internalized moral identity provided the most consistent predictive contribution-individuals perceiving moral traits as central to their self-concept reported higher adherence to preventive measures. Similar results were found for morality as cooperation, symbolized moral identity, self-control, open-mindedness, and collective narcissism, while the inverse relationship was evident for the endorsement of conspiracy theories. However, we also found a non-neglible variability in the explained variance and predictive contributions with respect to macro-level factors such as the pandemic stage or cultural region. Overall, the results underscore the importance of morality-related and contextual factors in understanding adherence to public health recommendations during the pandemic., (© The Author(s) 2022. Published by Oxford University Press on behalf of National Academy of Sciences.)
Published: 2022
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1. Social and moral psychology of COVID-19 across 69 countries

2. National identity predicts public health support during a global pandemic

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

4. Social and moral psychology of COVID-19 across 69 countries

5. National identity predicts public health support during a global pandemic

6. Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning.

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