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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. National identity predicts public health support during a global pandemic

Author: Van Bavel, J.J., Cichocka, A., Capraro, V., Sjåstad, H., Nezlek, J.B., Pavlović, 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., Riaño-Moreno, J.C., Rothmund, T., Santamaría-García, H., Schmid, P.C., Stoyanov, D., Tewari, S., Todosijević, B., Tsakiris, M., Tung, H.H., Umbreș, 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-Zárate, M.P., Bernstein, M., Białek, 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., Córdoba-Delgado, M.A., Crespi, C., Crouzevialle, M., Cutler, J., Cypryańska, 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., Gümren, M., Gurung, R.L., Halperin, E., Harris, E., Herzon, V., Hruška, M., Huang, G., Hudecek, M.F.C., Isler, O., Jangard, S., Jørgensen, 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., Maglić, M., McCashin, D., Metcalf, A.L., Mikloušić, 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., Palomäki, J., Pan, Y., Papp, Z., Pärnamets, P., Paruzel-Czachura, M., Pavlović, Z., Payán-Gómez, C., Perander, S., Pitman, M.M., Prasad, R., Pyrkosz-Pacyna, J., Rathje, S., Raza, A., Rêgo, G.G., Rhee, K., Robertson, C.E., Rodríguez-Pascual, I., Saikkonen, T., Salvador-Ginez, O., Sampaio, W.M., Santi, G.C., Santiago-Tovar, N., Savage, D., Scheffer, J.A., Schönegger, P., Schultner, D.T., Schutte, E.M., Scott, A., Sharma, M., Sharma, P., Skali, A., Stadelmann, D., Stafford, C.A., Stanojević, D., Stefaniak, A., Sternisko, A., Stoica, A., Stoyanova, K.K., Strickland, B., Sundvall, J., Thomas, J.P., Tinghög, 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., Västfjäll, D., Verkoeijen, P., Vieira, J.B., von Sikorski, C., Walker, A.C., Watermeyer, J., Wetter, E., Whillans, A., Willardt, R., Wohl, M.J.A., Wójcik, A.D., Wu, K., Yamada, Y., Yilmaz, O., Yogeeswaran, K., Ziemer, C.-T., Zwaan, R.A., Boggio, P.S., Van Bavel, J.J., Cichocka, A., Capraro, V., Sjåstad, H., Nezlek, J.B., Pavlović, 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., Riaño-Moreno, J.C., Rothmund, T., Santamaría-García, H., Schmid, P.C., Stoyanov, D., Tewari, S., Todosijević, B., Tsakiris, M., Tung, H.H., Umbreș, 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-Zárate, M.P., Bernstein, M., Białek, 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., Córdoba-Delgado, M.A., Crespi, C., Crouzevialle, M., Cutler, J., Cypryańska, 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., Gümren, M., Gurung, R.L., Halperin, E., Harris, E., Herzon, V., Hruška, M., Huang, G., Hudecek, M.F.C., Isler, O., Jangard, S., Jørgensen, 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., Maglić, M., McCashin, D., Metcalf, A.L., Mikloušić, 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., Palomäki, J., Pan, Y., Papp, Z., Pärnamets, P., Paruzel-Czachura, M., Pavlović, Z., Payán-Gómez, C., Perander, S., Pitman, M.M., Prasad, R., Pyrkosz-Pacyna, J., Rathje, S., Raza, A., Rêgo, G.G., Rhee, K., Robertson, C.E., Rodríguez-Pascual, I., Saikkonen, T., Salvador-Ginez, O., Sampaio, W.M., Santi, G.C., Santiago-Tovar, N., Savage, D., Scheffer, J.A., Schönegger, P., Schultner, D.T., Schutte, E.M., Scott, A., Sharma, M., Sharma, P., Skali, A., Stadelmann, D., Stafford, C.A., Stanojević, D., Stefaniak, A., Sternisko, A., Stoica, A., Stoyanova, K.K., Strickland, B., Sundvall, J., Thomas, J.P., Tinghög, 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., Västfjäll, D., Verkoeijen, P., Vieira, J.B., von Sikorski, C., Walker, A.C., Watermeyer, J., Wetter, E., Whillans, A., Willardt, R., Wohl, M.J.A., Wójcik, 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

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

Author: Van Bavel, JJ, Cichocka, A, Capraro, V, Sjastad, H, Nezlek, JB, Pavlovic, T, Alfano, M, Gelfand, MJ, Azevedo, F, Birtel, MD, Cislak, A, Lockwood, PL, Ross, RM, Abts, K, Agadullina, E, Aruta, JJB, Besharati, SN, Bor, A, Choma, BL, Crabtree, CD, Cunningham, WA, De, K, Ejaz, W, Elbaek, CT, Findor, A, Flichtentrei, D, Franc, R, Gjoneska, B, Gruber, J, Gualda, E, Horiuchi, Y, Toan, LDH, Ibanez, A, Imran, MA, Israelashvili, J, Jasko, K, Kantorowicz, J, Kantorowicz-Reznichenko, E, Krouwel, A, Laakasuo, M, Lamm, C, Leygue, C, Lin, M-J, Mansoor, MS, Marie, A, Mayiwar, L, Mazepus, H, McHugh, C, Minda, JP, Mitkidis, P, Olsson, A, Otterbring, T, Packer, DJ, Perry, A, Petersen, MB, Puthillam, A, Riano-Moreno, JC, Rothmund, T, Santamaria-Garcia, H, Schmid, PC, Stoyanov, D, Tewari, S, Todosijevic, B, Tsakiris, M, Tung, HH, Umbres, RG, Vanags, E, Vlasceanu, M, Vonasch, A, Yucel, M, Zhang, Y, Abad, M, Adler, E, Akrawi, N, Mdarhri, HA, Amara, H, Amodio, DM, Antazo, BG, Apps, M, Ay, FC, Ba, MH, Barbosa, S, Bastian, B, Berg, A, Bernal-Zarate, MP, Bernstein, M, Bialek, M, Bilancini, E, Bogatyreva, N, Boncinelli, L, Booth, JE, Borau, S, Buchel, O, Cameron, CD, Carvalho, CF, Celadin, T, Cerami, C, Chalise, HN, Cheng, X, Cian, L, Cockcroft, K, Conway, J, Andres Cordoba-Delgado, M, Crespi, C, Crouzevialle, M, Cutler, J, Dabrowska, J, Cypryanska, M, Daniels, MA, Davis, VH, Dayley, PN, Delouvee, S, Denkovski, O, Dezecache, G, Dhaliwal, NA, Diato, AB, Di Paolo, R, Drosinou, M, Dulleck, U, Ekmanis, J, Ertan, AS, Etienne, TW, Farhana, HH, Farkhari, F, Farmer, H, Fenwick, A, Fidanovski, K, Flew, T, Fraser, S, Frempong, RB, Fugelsang, JA, Gale, J, Begona Garcia-Navarro, E, Garladinne, P, Ghajjou, O, Gkinopoulos, T, Gray, K, Griffin, SM, Gronfeldt, B, Gumren, M, Gurung, RL, Halperin, E, Harris, E, Herzon, V, Hruska, M, Huang, G, Hudecek, MFC, Isler, O, Jangard, S, Jorgensen, FJ, Kachanoff, F, Kahn, J, Dangol, AK, 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, EU, Longoni, C, Maglic, M, McCashin, D, Metcalf, AL, 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, JP, Nurse, MS, Ohtsubo, Y, de Mello, VO, O'Madagain, C, Onderco, M, Soledad Palacios-Galvez, M, Palomaki, J, Pan, Y, Papp, Z, Parnamets, P, Paruzel-Czachura, M, Pavlovic, Z, Payan-Gomez, C, Perander, S, Pitman, MM, Prasad, R, Pyrkosz-Pacyna, J, Rathje, S, Raza, A, Rego, GG, Rhee, K, Robertson, CE, Rodriguez-Pascual, I, Saikkonen, T, Salvador-Ginez, O, Sampaio, WM, Santi, GC, Santiago-Tovar, N, Savage, D, Scheffer, JA, Schonegger, P, Schultner, DT, Schutte, EM, Scott, A, Sharma, M, Sharma, P, Skali, A, Stadelmann, D, Stafford, CA, Stanojevic, D, Stefaniak, A, Sternisko, A, Stoica, A, Stoyanova, KK, Strickland, B, Sundvall, J, Thomas, JP, Tinghog, G, Torgler, B, Traast, IJ, Tucciarelli, R, Tyrala, M, Ungson, ND, Uysal, MS, Van Lange, PAM, van Prooijen, J-W, van Rooy, D, Vastfjall, D, Verkoeijen, P, Vieira, JB, von Sikorski, C, Walker, AC, Watermeyer, J, Wetter, E, Whillans, A, Willardt, R, Wohl, MJA, Wojcik, AD, Wu, K, Yamada, Y, Yilmaz, O, Yogeeswaran, K, Ziemer, C-T, Zwaan, RA, Boggio, PS, Van Bavel, JJ, Cichocka, A, Capraro, V, Sjastad, H, Nezlek, JB, Pavlovic, T, Alfano, M, Gelfand, MJ, Azevedo, F, Birtel, MD, Cislak, A, Lockwood, PL, Ross, RM, Abts, K, Agadullina, E, Aruta, JJB, Besharati, SN, Bor, A, Choma, BL, Crabtree, CD, Cunningham, WA, De, K, Ejaz, W, Elbaek, CT, Findor, A, Flichtentrei, D, Franc, R, Gjoneska, B, Gruber, J, Gualda, E, Horiuchi, Y, Toan, LDH, Ibanez, A, Imran, MA, Israelashvili, J, Jasko, K, Kantorowicz, J, Kantorowicz-Reznichenko, E, Krouwel, A, Laakasuo, M, Lamm, C, Leygue, C, Lin, M-J, Mansoor, MS, Marie, A, Mayiwar, L, Mazepus, H, McHugh, C, Minda, JP, Mitkidis, P, Olsson, A, Otterbring, T, Packer, DJ, Perry, A, Petersen, MB, Puthillam, A, Riano-Moreno, JC, Rothmund, T, Santamaria-Garcia, H, Schmid, PC, Stoyanov, D, Tewari, S, Todosijevic, B, Tsakiris, M, Tung, HH, Umbres, RG, Vanags, E, Vlasceanu, M, Vonasch, A, Yucel, M, Zhang, Y, Abad, M, Adler, E, Akrawi, N, Mdarhri, HA, Amara, H, Amodio, DM, Antazo, BG, Apps, M, Ay, FC, Ba, MH, Barbosa, S, Bastian, B, Berg, A, Bernal-Zarate, MP, Bernstein, M, Bialek, M, Bilancini, E, Bogatyreva, N, Boncinelli, L, Booth, JE, Borau, S, Buchel, O, Cameron, CD, Carvalho, CF, Celadin, T, Cerami, C, Chalise, HN, Cheng, X, Cian, L, Cockcroft, K, Conway, J, Andres Cordoba-Delgado, M, Crespi, C, Crouzevialle, M, Cutler, J, Dabrowska, J, Cypryanska, M, Daniels, MA, Davis, VH, Dayley, PN, Delouvee, S, Denkovski, O, Dezecache, G, Dhaliwal, NA, Diato, AB, Di Paolo, R, Drosinou, M, Dulleck, U, Ekmanis, J, Ertan, AS, Etienne, TW, Farhana, HH, Farkhari, F, Farmer, H, Fenwick, A, Fidanovski, K, Flew, T, Fraser, S, Frempong, RB, Fugelsang, JA, Gale, J, Begona Garcia-Navarro, E, Garladinne, P, Ghajjou, O, Gkinopoulos, T, Gray, K, Griffin, SM, Gronfeldt, B, Gumren, M, Gurung, RL, Halperin, E, Harris, E, Herzon, V, Hruska, M, Huang, G, Hudecek, MFC, Isler, O, Jangard, S, Jorgensen, FJ, Kachanoff, F, Kahn, J, Dangol, AK, 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, EU, Longoni, C, Maglic, M, McCashin, D, Metcalf, AL, 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, JP, Nurse, MS, Ohtsubo, Y, de Mello, VO, O'Madagain, C, Onderco, M, Soledad Palacios-Galvez, M, Palomaki, J, Pan, Y, Papp, Z, Parnamets, P, Paruzel-Czachura, M, Pavlovic, Z, Payan-Gomez, C, Perander, S, Pitman, MM, Prasad, R, Pyrkosz-Pacyna, J, Rathje, S, Raza, A, Rego, GG, Rhee, K, Robertson, CE, Rodriguez-Pascual, I, Saikkonen, T, Salvador-Ginez, O, Sampaio, WM, Santi, GC, Santiago-Tovar, N, Savage, D, Scheffer, JA, Schonegger, P, Schultner, DT, Schutte, EM, Scott, A, Sharma, M, Sharma, P, Skali, A, Stadelmann, D, Stafford, CA, Stanojevic, D, Stefaniak, A, Sternisko, A, Stoica, A, Stoyanova, KK, Strickland, B, Sundvall, J, Thomas, JP, Tinghog, G, Torgler, B, Traast, IJ, Tucciarelli, R, Tyrala, M, Ungson, ND, Uysal, MS, Van Lange, PAM, van Prooijen, J-W, van Rooy, D, Vastfjall, D, Verkoeijen, P, Vieira, JB, von Sikorski, C, Walker, AC, Watermeyer, J, Wetter, E, Whillans, A, Willardt, R, Wohl, MJA, Wojcik, AD, Wu, K, Yamada, Y, Yilmaz, O, Yogeeswaran, K, Ziemer, C-T, Zwaan, RA, and Boggio, PS
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

5. National identity predicts public health support during a global pandemic (vol 13, 517, 2022)

Author: Van Bavel, JJ, Cichocka, A, Capraro, V, Sjastad, H, Nezlek, JB, Pavlovic, T, Alfano, M, Gelfand, MJ, Azevedo, F, Birtel, MD, Cislak, A, Lockwood, PL, Ross, RM, Abts, K, Agadullina, E, Aruta, JJB, Besharati, SN, Bor, A, Choma, BL, Crabtree, CD, Cunningham, WA, De, K, Ejaz, W, Elbaek, CT, Findor, A, Flichtentrei, D, Franc, R, Gjoneska, B, Gruber, J, Gualda, E, Horiuchi, Y, Huynh, TLD, Ibanez, A, Imran, MA, Israelashvili, J, Jasko, K, Kantorowicz, J, Kantorowicz-Reznichenko, E, Krouwel, A, Laakasuo, M, Lamm, C, Leygue, C, Lin, M-J, Mansoor, MS, Marie, A, Mayiwar, L, Mazepus, H, McHugh, C, Minda, JP, Mitkidis, P, Olsson, A, Otterbring, T, Packer, DJ, Perry, A, Petersen, MB, Puthillam, A, Riano-Moreno, JC, Rothmund, T, Santamaria-Garcia, H, Schmid, PC, Stoyanov, D, Tewari, S, Todosijevic, B, Tsakiris, M, Tung, HH, Umbres, RG, Vanags, E, Vlasceanu, M, Vonasch, A, Yucel, M, Zhang, Y, Abad, M, Adler, E, Akrawi, N, Mdarhri, HA, Amara, H, Amodio, DM, Antazo, BG, Apps, M, Ay, FC, Ba, MH, Barbosa, S, Bastian, B, Berg, A, Bernal-Zarate, MP, Bernstein, M, Bialek, M, Bilancini, E, Bogatyreva, N, Boncinelli, L, Booth, JE, Borau, S, Buchel, O, Cameron, CD, Carvalho, CF, Celadin, T, Cerami, C, Chalise, HN, Cheng, X, Cian, L, Cockcroft, K, Conway, J, Cordoba-Delgado, MA, Crespi, C, Crouzevialle, M, Cutler, J, Cypryanska, M, Dabrowska, J, Daniels, MA, Davis, VH, Dayley, PN, Delouvee, S, Denkovski, O, Dezecache, G, Dhaliwal, NA, Diato, AB, Di Paolo, R, Drosinou, M, Dulleck, U, Ekmanis, J, Ertan, AS, Etienne, TW, Farhana, HH, Farkhari, F, Farmer, H, Fenwick, A, Fidanovski, K, Flew, T, Fraser, S, Frempong, RB, Fugelsang, JA, Gale, J, Garcia-Navarro, EB, Garladinne, P, Ghajjou, O, Gkinopoulos, T, Gray, K, Griffin, SM, Gronfeldt, B, Gumren, M, Gurung, RL, Halperin, E, Harris, E, Herzon, V, Hruska, M, Huang, G, Hudecek, MFC, Isler, O, Jangard, S, Jorgensen, FJ, Kachanoff, F, Kahn, J, Dangol, AK, 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, EU, Longoni, C, Maglic, M, McCashin, D, Metcalf, AL, 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, JP, Nurse, MS, Ohtsubo, Y, Oldemburgo de Mello, V, O'Madagain, C, Onderco, M, Palacios-Galvez, MS, Palomaki, J, Pan, Y, Papp, Z, Parnamets, P, Paruzel-Czachura, M, Pavlovic, Z, Payan-Gomez, C, Perander, S, Pitman, MM, Prasad, R, Pyrkosz-Pacyna, J, Rathje, S, Raza, A, Rego, GG, Rhee, K, Robertson, CE, Rodriguez-Pascual, I, Saikkonen, T, Salvador-Ginez, O, Sampaio, WM, Santi, GC, Santiago-Tovar, N, Savage, D, Scheffer, JA, Schonegger, P, Schultner, DT, Schutte, EM, Scott, A, Sharma, M, Sharma, P, Skali, A, Stadelmann, D, Stafford, CA, Stanojevic, D, Stefaniak, A, Sternisko, A, Stoica, A, Stoyanova, KK, Strickland, B, Sundvall, J, Thomas, JP, Tinghog, G, Torgler, B, Traast, IJ, Tucciarelli, R, Tyrala, M, Ungson, ND, Uysal, MS, Van Lange, PAM, van Prooijen, J-W, van Rooy, D, Vastfjall, D, Verkoeijen, P, Vieira, JB, von Sikorski, C, Walker, AC, Watermeyer, J, Wetter, E, Whillans, A, Willardt, R, Wohl, MJA, Wojcik, AD, Wu, K, Yamada, Y, Yilmaz, O, Yogeeswaran, K, Ziemer, C-T, Zwaan, RA, Boggio, PS, Van Bavel, JJ, Cichocka, A, Capraro, V, Sjastad, H, Nezlek, JB, Pavlovic, T, Alfano, M, Gelfand, MJ, Azevedo, F, Birtel, MD, Cislak, A, Lockwood, PL, Ross, RM, Abts, K, Agadullina, E, Aruta, JJB, Besharati, SN, Bor, A, Choma, BL, Crabtree, CD, Cunningham, WA, De, K, Ejaz, W, Elbaek, CT, Findor, A, Flichtentrei, D, Franc, R, Gjoneska, B, Gruber, J, Gualda, E, Horiuchi, Y, Huynh, TLD, Ibanez, A, Imran, MA, Israelashvili, J, Jasko, K, Kantorowicz, J, Kantorowicz-Reznichenko, E, Krouwel, A, Laakasuo, M, Lamm, C, Leygue, C, Lin, M-J, Mansoor, MS, Marie, A, Mayiwar, L, Mazepus, H, McHugh, C, Minda, JP, Mitkidis, P, Olsson, A, Otterbring, T, Packer, DJ, Perry, A, Petersen, MB, Puthillam, A, Riano-Moreno, JC, Rothmund, T, Santamaria-Garcia, H, Schmid, PC, Stoyanov, D, Tewari, S, Todosijevic, B, Tsakiris, M, Tung, HH, Umbres, RG, Vanags, E, Vlasceanu, M, Vonasch, A, Yucel, M, Zhang, Y, Abad, M, Adler, E, Akrawi, N, Mdarhri, HA, Amara, H, Amodio, DM, Antazo, BG, Apps, M, Ay, FC, Ba, MH, Barbosa, S, Bastian, B, Berg, A, Bernal-Zarate, MP, Bernstein, M, Bialek, M, Bilancini, E, Bogatyreva, N, Boncinelli, L, Booth, JE, Borau, S, Buchel, O, Cameron, CD, Carvalho, CF, Celadin, T, Cerami, C, Chalise, HN, Cheng, X, Cian, L, Cockcroft, K, Conway, J, Cordoba-Delgado, MA, Crespi, C, Crouzevialle, M, Cutler, J, Cypryanska, M, Dabrowska, J, Daniels, MA, Davis, VH, Dayley, PN, Delouvee, S, Denkovski, O, Dezecache, G, Dhaliwal, NA, Diato, AB, Di Paolo, R, Drosinou, M, Dulleck, U, Ekmanis, J, Ertan, AS, Etienne, TW, Farhana, HH, Farkhari, F, Farmer, H, Fenwick, A, Fidanovski, K, Flew, T, Fraser, S, Frempong, RB, Fugelsang, JA, Gale, J, Garcia-Navarro, EB, Garladinne, P, Ghajjou, O, Gkinopoulos, T, Gray, K, Griffin, SM, Gronfeldt, B, Gumren, M, Gurung, RL, Halperin, E, Harris, E, Herzon, V, Hruska, M, Huang, G, Hudecek, MFC, Isler, O, Jangard, S, Jorgensen, FJ, Kachanoff, F, Kahn, J, Dangol, AK, 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, EU, Longoni, C, Maglic, M, McCashin, D, Metcalf, AL, 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, JP, Nurse, MS, Ohtsubo, Y, Oldemburgo de Mello, V, O'Madagain, C, Onderco, M, Palacios-Galvez, MS, Palomaki, J, Pan, Y, Papp, Z, Parnamets, P, Paruzel-Czachura, M, Pavlovic, Z, Payan-Gomez, C, Perander, S, Pitman, MM, Prasad, R, Pyrkosz-Pacyna, J, Rathje, S, Raza, A, Rego, GG, Rhee, K, Robertson, CE, Rodriguez-Pascual, I, Saikkonen, T, Salvador-Ginez, O, Sampaio, WM, Santi, GC, Santiago-Tovar, N, Savage, D, Scheffer, JA, Schonegger, P, Schultner, DT, Schutte, EM, Scott, A, Sharma, M, Sharma, P, Skali, A, Stadelmann, D, Stafford, CA, Stanojevic, D, Stefaniak, A, Sternisko, A, Stoica, A, Stoyanova, KK, Strickland, B, Sundvall, J, Thomas, JP, Tinghog, G, Torgler, B, Traast, IJ, Tucciarelli, R, Tyrala, M, Ungson, ND, Uysal, MS, Van Lange, PAM, van Prooijen, J-W, van Rooy, D, Vastfjall, D, Verkoeijen, P, Vieira, JB, von Sikorski, C, Walker, AC, Watermeyer, J, Wetter, E, Whillans, A, Willardt, R, Wohl, MJA, Wojcik, AD, Wu, K, Yamada, Y, Yilmaz, O, Yogeeswaran, K, Ziemer, C-T, Zwaan, RA, and Boggio, PS
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, 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

7. Modelling of multiphase chemical reactors (ModCheR):Final report

Author: Ojaniemi, U., Olin, M., Pättikangas, T., Seppälä, M., Taivassalo, V., Aittamaa, J., Ville Alopaeus, Hynynen, K., Jussila, S., Laakkonen, M., Liiri, M., Moilanen, P., Nurmela, A., Pulkkinen, I., Alatalo, H., Hatakka, H., Kallas, J., Laari, A., Sha, Z., Turunen, I., Hermanson, A., Kallio, S., Eloranta, H., Honkanen, M., Saarenrinne, P., Saikkonen, T., and Manninen, Mikko
Subjects: modelling, fluidized beds, crystallization, fluidized bed combustion, multiphase flow, mass transfer, chemical reactors, flotation, computational fluid dynamics, trickle bed reactors, gas-liquid processes, population balance, drag reduction
Abstract: The project "Modelling of multiphase chemical reactors (ModCheR)" was carried out by research groups from Helsinki University of Technology, VTT, Lappeenranta University of Technology, Åbo Akademi University and Tampere University of Technology. The model development was concentrated on CFD, but population balance models, cell interaction models and simple algebraic reactor models were also included. Extensive experimental work was carried out in order to provide data for model validation. Five topics were studied in the project. In crystallization, the subjects covered single crystal growth, batch crystallization and continuous crystallization. Both experimental work and model development were carried out. As gas-liquid processes, stirred reactors, bubble columns and flotation were studied. The modelling approaches included CFD and multiblock models. Modelling of trickle bed reactors involved both CFD and simpler approaches and important part of the work consisted of developing models for the interaction and dispersion terms in the equations. Work on drag reducing agents included measurements of the DR-effect in stirred reactors and pipe flow and model development for describing the effect of DRA on turbulence. In modelling of fluidised beds, models of turbulent bed and circulating bed were developed and validated, in particular, mixing of gas and solid, drag models, and macroscopic models were investigated. This final report describes the main results of the project. More detailed information can be found in the reports and publications produced in the project and referred to in this report.
Published: 2006

8. Modelling of multiphase chemical reactors (ModCheR): Final report

Author: Manninen, M., Ojaniemi, U., Olin, M., Pättikangas, T., Seppälä, M., Taivassalo, V., Aittamaa, J., Ville Alopaeus, Hynynen, K., Jussila, S., Laakkonen, M., Liiri, M., Moilanen, P., Nurmela, A., Pulkkinen, I., Alatalo, H., Hatakka, H., Kallas, J., Laari, A., Sha, Z., Turunen, I., Hermanson, A., Kallio, S., Eloranta, H., Honkanen, M., Saarenrinne, P., and Saikkonen, T.

9. 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. 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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
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10. 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. 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Malcolm [0000-0001-8711-1675], Abts, Koen [0000-0001-8546-8347], Agadullina, Elena [0000-0002-1505-1412], Aruta, John Jamir Benzon [0000-0003-4155-1063], Besharati, Sahba Nomvula [0000-0003-2836-7982], Bor, Alexander [0000-0002-2624-9221], Crabtree, Charles David [0000-0001-5144-8671], De, Koustav [0000-0001-9562-0672], Ejaz, Waqas [0000-0002-2492-4115], Elbaek, Christian T [0000-0002-7039-4565], Findor, Andrej [0000-0002-5896-6989], Franc, Renata [0000-0002-1909-2393], Gjoneska, Biljana [0000-0003-1200-6672], Huynh, Toan Luu Duc [0000-0002-1486-127X], Ibanez, Augustin [0000-0001-6758-5101], Imran, Mostak Ahamed [0000-0002-5101-3149], Kantorowicz, Jaroslaw [0000-0002-1186-5427], Krouwel, André [0000-0003-0952-6028], Laakasuo, Michael [0000-0003-2826-6073], Lamm, Claus [0000-0002-5422-0653], Leygue, Caroline [0000-0002-0355-1030], Lin, Ming-Jen [0000-0002-7174-2226], Mansoor, Mohammad Sabbir [0000-0002-6541-3506], Marie, Antoine [0000-0002-7958-0153], McHugh, Cillian [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, Maria P [0000-0001-8232-6220], Białek, Michał [0000-0002-5062-5733], Boncinelli, Leonardo [0000-0003-0626-5133], Booth, Jonathan E [0000-0002-8563-4613], Borau, Sylvie [0000-0003-1564-0695], Buchel, Ondrej [0000-0002-0139-5513], Chalise, Hom Nath [0000-0002-9301-6890], Cian, Luca [0000-0002-8051-1366], Cockcroft, Kate [0000-0002-6166-8050], Conway, Jane [0000-0003-3883-349X], Córdoba-Delgado, Mateo Andres [0000-0002-2264-7388], Crouzevialle, Marie [0000-0002-5538-6030], Cutler, Jo [0000-0003-1073-764X], Dabrowska, Justyna [0000-0002-8821-7161], Davis, Victoria H [0000-0002-7207-4629], Dayley, Pamala N [0000-0001-8955-9502], Delouvee, Sylvain [0000-0002-4029-597X], Di Paolo, Roberto [0000-0002-6081-6656], Dulleck, Uwe [0000-0002-0953-5963], Ekmanis, Jānis [0000-0003-1781-1785], Etienne, Tom W [0000-0002-4299-6593], Farkhari, Fahima [0000-0002-8484-5128], Farmer, Harry [0000-0002-3684-0605], Fenwick, Ali [0000-0002-5412-9745], Flew, Terry [0000-0003-4485-9338], Frempong, Raymond Boadi [0000-0002-4603-5570], Gale, Jessica [0000-0001-5677-8629], Garcia-Navarro, E Begoña [0000-0001-6913-8882], Ghajjou, Oussama [0000-0002-2975-0265], Griffin, Siobhán M [0000-0002-3613-2844], Halperin, Eran [0000-0002-3379-2935], Herzon, Volo [0000-0001-7781-1651], Huang, Guanxiong [0000-0002-8588-1454], Hudecek, Matthias FC [0000-0002-7696-766X], Isler, Ozan [0000-0002-4638-2230], Jangard, Simon [0000-0002-7876-4161], Jørgensen, Frederik J [0000-0002-5461-912X], Kahn, John [0000-0002-0548-3123], Koppel, Lina [0000-0002-6302-0047], Koverola, Mika [0000-0001-8227-6120], Leota, Josh [0000-0002-7714-4630], Lermer, Eva [0000-0002-6600-9580], Maglić, Marina [0000-0002-6851-4601], Metcalf, Alexander L [0000-0001-9532-585X], Miura, Asako [0000-0002-7563-7503], Monroy-Fonseca, César [0000-0003-4696-8159], Morales-Marente, Elena [0000-0002-1227-9606], Moreau, David [0000-0002-1957-1941], Nesh-Nash, Tarik [0000-0002-5532-9095], Nitschke, Jonas P [0000-0002-3244-8585], Nurse, Matthew S [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], Norwegian School of Economics and Business Administration, SWPS University of Social Sciences and Humanities (SWPS), College of William and Mary [Williamsburg] (WM), Ivo Pilar Institute of Social Sciences, Macquarie University, Stanford University, Friedrich-Schiller-Universität = Friedrich Schiller University Jena [Jena, Germany], University of Greenwich, University of Oxford, University of Birmingham [Birmingham], Catholic University of Leuven - Katholieke Universiteit Leuven (KU Leuven), Vysšaja škola èkonomiki = National Research University Higher School of Economics [Moscow] (HSE), De La Salle University [Manila] (DLSU), University of the Witwatersrand [Johannesburg] (WITS), Aarhus University [Aarhus], University of Toronto, Dartmouth College [Hanover], University of Kentucky (UK), National University of Sciences and Technology [Islamabad] (NUST), Comenius University in Bratislava, IntraMed, Buenos Aires, DF, Argentina, Macedonian Academy of Sciences and Arts [Skopje, North Macedonia] (MASA), University of Colorado [Boulder], Universidad de Huelva, WHU-Otto Beisheim School of Management, University Adolfo Ibanez (Santiago), University of Dhaka, The Hebrew University of Jerusalem (HUJ), Uniwersytet Jagielloński w Krakowie = Jagiellonian University (UJ), Universiteit Leiden, Erasmus University Rotterdam, Vrije Universiteit Amsterdam [Amsterdam] (VU), Helsingin yliopisto = Helsingfors universitet = University of Helsinki, University of Vienna [Vienna], Universidad Nacional Autónoma de México = National Autonomous University of Mexico (UNAM), National Taiwan University [Taiwan] (NTU), Tribhuvan University, BI Norwegian Business School [Oslo], University of Limerick (UL), University of Western Ontario (UWO), Duke University [Durham], Karolinska Institute, University of Agder (UIA), Lehigh University [Bethlehem], Monk Prayogshala, Cooperative University of Colombia, Pontificia Universidad Javeriana (PUJ), Department of Management, Technology, and Economics [ETH Zürich] (D-MTEC), Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology [Zürich] (ETH Zürich), Medical University of Plovdiv, Indian Institute of Management Indore (IMM Indore), Institute of Social Sciences Belgrade, University of London [London], University of Luxembourg [Luxembourg], National School of Political and Administrative Studies (SNSPA), University of Latvia (LU), Princeton University, University of Canterbury [Christchurch], University of Virginia, Hebei University of Technology [Tianjin], Université Mohammed VI Polytechnique [Ben Guerir] (UM6P), Institute for Research and Development-Kurdistan, University of Amsterdam [Amsterdam] (UvA), Jose Rizal Memorial State University, Université Cheikh Anta Diop [Dakar, Sénégal] (UCAD), Universidad del Rosario [Bogota], University of Melbourne, Penn State Abington, Pennsylvania Commonwealth System of Higher Education (PCSHE)-Penn State System, University of Wrocław [Poland] (UWr), IMT Alti Studi Lucca, Università degli Studi di Firenze = University of Florence (UniFI), London School of Economics and Political Science (LSE), Toulouse School of Economics (TSE-R), Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT)-Université de Toulouse (UT)-École des hautes études en sciences sociales (EHESS)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Tilburg University [Tilburg], Netspar, Pennsylvania State University (Penn State), Penn State System, Universidade Federal de Santa Catarina = Federal University of Santa Catarina [Florianópolis] (UFSC), University of Bologna/Università di Bologna, Istituto Universitario di Studi Superiori (IUSS), Shenzhen University [Shenzhen], Institute for Advanced Study in Toulouse (IAST), Università degli Studi di Pavia = University of Pavia (UNIPV), Cracow University of Economics, University of British Columbia (UBC), University of California [Los Angeles] (UCLA), University of California (UC), Laboratoire de Psychologie : Cognition, Comportement, Communication (LP3C - EA1285), Université de Bretagne Sud (UBS)-Université de Brest (UBO)-Université de Rennes 2 (UR2)-Institut Brestois des Sciences de l'Homme et de la Société (IBSHS), Université de Brest (UBO), Laboratoire de Psychologie Sociale et Cognitive (LAPSCO), Centre National de la Recherche Scientifique (CNRS)-Université Clermont Auvergne (UCA), University of British Columbia [Vancouver], Cavite State University-General Trias City Campus, School for Advanced Studies Lucca (IMT), Queensland University of Technology [Brisbane] (QUT), Australian National University (ANU), Boǧaziçi üniversitesi = Boğaziçi University [Istanbul], Kieskompas, Hult International Business School Dubai, The University of Sydney, University of Bayreuth, University of Waterloo [Waterloo], University of Bradford, University of Crete [Heraklion] (UOC), University of North Carolina [Chapel Hill] (UNC), University of North Carolina System (UNC), Koç University, City University of Hong Kong [Hong Kong] (CUHK), University of Regensburg, Universität Duisburg-Essen = University of Duisburg-Essen [Essen], Free University of Berlin (FU), Linköping University (LIU), University of Koblenz-Landau, University of Alberta, Ludwig Maximilian University [Munich] (LMU), Interdisciplinary Center Herzliya (IDC), Aalto University, Macquarie University [Sydney], Boston University [Boston] (BU), Dublin City University [Dublin] (DCU), University of Montana, Osaka University [Osaka], SEELE Neuroscience, University of Auckland [Auckland], Maria Curie-Sklodowska University (UMCS), CUNY Graduate Center (The Graduate Center), City University of New York [New York] (CUNY), The University of Tokyo (UTokyo), Mohammed VI Polytechnic University, Hungarian Academy of Sciences (MTA), Medical University of Silesia (SUM), University of Belgrade [Belgrade], Vidyasagar College For Women, AGH University of Science 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
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11. Social and moral psychology of COVID-19 across 69 countries.

Author: Azevedo F, Pavlović T, Rêgo GG, Ay FC, Gjoneska B, Etienne TW, Ross RM, Schönegger P, Riaño-Moreno JC, Cichocka A, Capraro V, Cian L, Longoni C, Chan HF, Van Bavel JJ, Sjåstad H, Nezlek JB, Alfano M, Gelfand MJ, Birtel MD, Cislak A, Lockwood PL, Abts K, Agadullina E, Aruta JJB, Besharati SN, Bor A, Choma BL, Crabtree CD, Cunningham WA, De K, Ejaz W, Elbaek CT, Findor A, Flichtentrei D, Franc R, Gruber J, Gualda E, Horiuchi Y, Huynh TLD, Ibanez A, Imran MA, Israelashvili J, Jasko K, Kantorowicz J, Kantorowicz-Reznichenko E, Krouwel A, Laakasuo M, Lamm C, Leygue C, Lin MJ, Mansoor MS, Marie A, Mayiwar L, Mazepus H, McHugh C, Minda JP, Mitkidis P, Olsson A, Otterbring T, Packer DJ, Perry A, Petersen MB, Puthillam A, Rothmund T, Santamaría-García H, Schmid PC, Stoyanov D, Tewari S, Todosijević B, Tsakiris M, Tung HH, Umbres RG, Vanags E, Vlasceanu M, Vonasch A, Yucel M, Zhang Y, Abad M, Adler E, Akrawi N, Mdarhri HA, Amara H, Amodio DM, Antazo BG, Apps M, Ba MH, Barbosa S, Bastian B, Berg A, Bernal-Zárate MP, Bernstein M, Białek M, Bilancini E, Bogatyreva N, Boncinelli L, Booth JE, Borau S, Buchel O, Cameron CD, Carvalho CF, Celadin T, Cerami C, Chalise HN, Cheng X, Cockcroft K, Conway J, Córdoba-Delgado MA, Crespi C, Crouzevialle M, Cutler J, Cypryańska M, Dabrowska J, Daniels MA, Davis VH, Dayley PN, Delouvée S, Denkovski O, Dezecache G, Dhaliwal NA, Diato AB, Di Paolo R, Drosinou M, Dulleck U, Ekmanis J, Ertan AS, Farhana HH, Farkhari F, Farmer H, Fenwick A, Fidanovski K, Flew T, Fraser S, Frempong RB, Fugelsang JA, Gale J, Garcia-Navarro EB, Garladinne P, Ghajjou O, Gkinopoulos T, Gray K, Griffin SM, Gronfeldt B, Gümren M, Gurung RL, Halperin E, Harris E, Herzon V, Hruška M, Huang G, Hudecek MFC, Isler O, Jangard S, Jorgensen FJ, Kachanoff F, Kahn J, Dangol AK, Keudel O, Koppel L, Koverola M, Kubin E, Kunnari A, Kutiyski Y, Laguna OM, Leota J, Lermer E, Levy J, Levy N, Li C, Long EU, Maglić M, McCashin D, Metcalf AL, Mikloušić 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 JP, Nurse MS, Ohtsubo Y, de Mello VO, O'Madagain C, Onderco M, Palacios-Galvez MS, Palomöki J, Pan Y, Papp Z, Pärnamets P, Paruzel-Czachura M, Pavlović Z, Payán-Gómez C, Perander S, Pitman MM, Prasad R, Pyrkosz-Pacyna J, Rathje S, Raza A, Rhee K, Robertson CE, Rodríguez-Pascual I, Saikkonen T, Salvador-Ginez O, Santi GC, Santiago-Tovar N, Savage D, Scheffer JA, Schultner DT, Schutte EM, Scott A, Sharma M, Sharma P, Skali A, Stadelmann D, Stafford CA, Stanojević D, Stefaniak A, Sternisko A, Stoica A, Stoyanova KK, Strickland B, Sundvall J, Thomas JP, Tinghög G, Torgler B, Traast IJ, Tucciarelli R, Tyrala M, Ungson ND, Uysal MS, Van Lange PAM, van Prooijen JW, van Rooy D, Västfjäll D, Verkoeijen P, Vieira JB, von Sikorski C, Walker AC, Watermeyer J, Wetter E, Whillans A, White K, Habib R, Willardt R, Wohl MJA, Wójcik AD, Wu K, Yamada Y, Yilmaz O, Yogeeswaran K, Ziemer CT, Zwaan RA, Boggio PS, and Sampaio WM
Subjects: Humans, Attitude, Morals, Pandemics, Surveys and Questionnaires, Social Change, Socioeconomic Factors, COVID-19 psychology
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., (© 2023. The Author(s).)
Published: 2023
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12. 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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13. Author Correction: National identity predicts public health support during a global pandemic.

Author: Van Bavel JJ, Cichocka A, Capraro V, Sjåstad H, Nezlek JB, Pavlović T, Alfano M, Gelfand MJ, Azevedo F, Birtel MD, Cislak A, Lockwood PL, Ross RM, Abts K, Agadullina E, Aruta JJB, Besharati SN, Bor A, Choma BL, Crabtree CD, Cunningham WA, De K, Ejaz W, Elbaek CT, Findor A, Flichtentrei D, Franc R, Gjoneska B, Gruber J, Gualda E, Horiuchi Y, Huynh TLD, Ibanez A, Imran MA, Israelashvili J, Jasko K, Kantorowicz J, Kantorowicz-Reznichenko E, Krouwel A, Laakasuo M, Lamm C, Leygue C, Lin MJ, Mansoor MS, Marie A, Mayiwar L, Mazepus H, McHugh C, Minda JP, Mitkidis P, Olsson A, Otterbring T, Packer DJ, Perry A, Petersen MB, Puthillam A, Riaño-Moreno JC, Rothmund T, Santamaría-García H, Schmid PC, Stoyanov D, Tewari S, Todosijević B, Tsakiris M, Tung HH, Umbreș RG, Vanags E, Vlasceanu M, Vonasch A, Yucel M, Zhang Y, Abad M, Adler E, Akrawi N, Mdarhri HA, Amara H, Amodio DM, Antazo BG, Apps M, Ay FC, Ba MH, Barbosa S, Bastian B, Berg A, Bernal-Zárate MP, Bernstein M, Białek M, Bilancini E, Bogatyreva N, Boncinelli L, Booth JE, Borau S, Buchel O, Cameron CD, 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, Daniels MA, Davis VH, Dayley PN, Delouvee S, Denkovski O, Dezecache G, Dhaliwal NA, Diato AB, Di Paolo R, Drosinou M, Dulleck U, Ekmanis J, Ertan AS, Etienne TW, Farhana HH, Farkhari F, Farmer H, Fenwick A, Fidanovski K, Flew T, Fraser S, Frempong RB, Fugelsang JA, Gale J, Garcia-Navarro EB, Garladinne P, Ghajjou O, Gkinopoulos T, Gray K, Griffin SM, Gronfeldt B, Gümren M, Gurung RL, Halperin E, Harris E, Herzon V, Hruška M, Huang G, Hudecek MFC, Isler O, Jangard S, Jørgensen FJ, Kachanoff F, Kahn J, Dangol AK, 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 EU, Longoni C, Maglić M, McCashin D, Metcalf AL, Mikloušić 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 JP, Nurse MS, Ohtsubo Y, Oldemburgo de Mello V, O'Madagain C, Onderco M, Palacios-Galvez MS, Palomäki J, Pan Y, Papp Z, Pärnamets P, Paruzel-Czachura M, Pavlović Z, Payán-Gómez C, Perander S, Pitman MM, Prasad R, Pyrkosz-Pacyna J, Rathje S, Raza A, Rêgo GG, Rhee K, Robertson CE, Rodríguez-Pascual I, Saikkonen T, Salvador-Ginez O, Sampaio WM, Santi GC, Santiago-Tovar N, Savage D, Scheffer JA, Schönegger P, Schultner DT, Schutte EM, Scott A, Sharma M, Sharma P, Skali A, Stadelmann D, Stafford CA, Stanojević D, Stefaniak A, Sternisko A, Stoica A, Stoyanova KK, Strickland B, Sundvall J, Thomas JP, Tinghög G, Torgler B, Traast IJ, Tucciarelli R, Tyrala M, Ungson ND, Uysal MS, Van Lange PAM, van Prooijen JW, van Rooy D, Västfjäll D, Verkoeijen P, Vieira JB, von Sikorski C, Walker AC, Watermeyer J, Wetter E, Whillans A, Willardt R, Wohl MJA, Wójcik AD, Wu K, Yamada Y, Yilmaz O, Yogeeswaran K, Ziemer CT, Zwaan RA, and Boggio PS
Published: 2022
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14. Effects of reindeer grazing and recovery after cessation of grazing on the ground-dwelling spider assemblage in Finnish Lapland.

Author: Saikkonen T, Vahtera V, Koponen S, and Suominen O
Abstract: The effect of reindeer Rangifer tarandus L. grazing on the ground-dwelling spider assemblage in Northern Finland was studied. Changes in species richness, abundance and evenness of spider assemblages were analyzed in relation to changes in vegetation and environmental factors in long term grazed and ungrazed sites as well as sites that had recently switched from grazed to ungrazed and vice versa. Grazing was found to have a significant impact on height and biomass of lichens and other ground vegetation. However, it seemed not to have an impact on the total abundance of spiders. This is likely caused by opposing family and species level responses of spiders to the grazing regime. Lycosid numbers were highest in grazed and linyphiid numbers in ungrazed areas. Lycosidae species richness was highest in ungrazed areas whereas Linyphiidae richness showed no response to grazing. Four Linyphiidae, one Thomisidae and one Lycosidae species showed strong preference for specific treatments. Sites that had recovered from grazing for nine years and the sites that were grazed for the last nine years but were previously ungrazed resembled the long term grazed sites. The results emphasize the importance of reindeer as a modifier of boreal forest ecosystems but the impact of reindeer grazing on spiders seems to be family and species specific. The sites with reversed grazing treatment demonstrate that recovery from strong grazing pressure at these high latitudes is a slow process whereas reindeer can rapidly change the conditions in previously ungrazed sites similar to long term heavily grazed conditions., Competing Interests: The authors declare there are no competing interests.
Published: 2019
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15. Probabilistic consideration of consequences of long-duration accidental releases based on complete weather data.

Author: Rantalainen L and Saikkonen T
Subjects: Humans, Models, Theoretical, Time Factors, Accidents, Nuclear Reactors, Radiation Dosage, Radioactive Pollutants, Weather
Abstract: This paper presents a method based on chronological weather data for estimating how variations in weather conditions during a radioactive release affect the consequences of the release. The modifications of the method made in the computer-based applications owing to the limited calculation resources are also studied. Additionally, the length of the chronological weather data observation period needed to satisfactorily support the assessments was tested. The results of the different duration times for the normalized concentration--which is the concentration divided by the release rate, and called here the dispersion factor--are presented and compared with the commonly used sector average model and the generic wind meandering method. The new method can be used for a variety of release durations and it makes realistic estimates, managing to avoid the weaknesses of the methods compared. The necessary length of the weather data is on the order of 1 y to get statistically satisfactory results.
Published: 1994
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15 results on '"Saikkonen, T"'

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

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

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

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

5. National identity predicts public health support during a global pandemic (vol 13, 517, 2022)

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

7. Modelling of multiphase chemical reactors (ModCheR):Final report

8. Modelling of multiphase chemical reactors (ModCheR): Final report

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

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

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

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

13. Author Correction: National identity predicts public health support during a global pandemic.

14. Effects of reindeer grazing and recovery after cessation of grazing on the ground-dwelling spider assemblage in Finnish Lapland.

15. Probabilistic consideration of consequences of long-duration accidental releases based on complete weather data.

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