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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. Can Psychological Traits Explain Mobility Behavior During the COVID-19 Pandemic?

Author: Chan, HF, Moon, JW, Savage, DA, Skali, A, Torgler, B, Whyte, S, Chan, HF, Moon, JW, Savage, DA, Skali, A, Torgler, B, and Whyte, S
Abstract: The current COVID-19 pandemic is a global, exogenous shock, impacting individuals’ decision making and behavior allowing researchers to test theories of personality by exploring how traits, in conjunction with individual and societal differences, affect compliance and cooperation. Study 1 used Google mobility data and nation-level personality data from 31 countries, both before and after region-specific legislative interventions, finding that agreeable nations are most consistently compliant with mobility restrictions. Study 2 ( N = 105,857) replicated these findings using individual-level data, showing that several personality traits predict sheltering in place behavior, but extraverts are especially likely to remain mobile. Overall, our analyses reveal robust relationships between traits and regulatory compliance (mobility behavior), both before and after region-specific legislative interventions, and the global declaration of the pandemic. Further, we find significant effects on reasons for leaving home, as well as age and gender differences, particularly relating to female agreeableness for previous and future social mobility behaviors. These sex differences, however, are only visible for those living in households with two or more people, suggesting that such findings may be driven by division of labor.
Published: 2021

8. Trust and power as determinants of tax compliance across 44 nations

Author: Batrancea, L., Nichita, A., Olsen, J., Kogler, C., Kirchler, E., Hoelzl, E., Weiss, A., Torgler, B., Fooken, J., Fuller, J., Schaffner, M., Banuri, S., Hassanein, M., Alarcón-García, G., Aldemir, C., Apostol, O., Bank Weinberg, D., Batrancea, I., Belianin, A., de Jesús Bello Gómez, F., Briguglio, M., Dermol, V., Doyle, E., Gcabo, R., Gong, B., Ennya, S., Essel-Anderson, A., Frecknall-Hughes, J., Hasanain, A., Hizen, Y., Huber, O., Kaplanoglou, G., Kudła, J., Lemoine, J., Leurcharusmee, S., Matthiasson, T., Mehta, S., Min, S., Naufal, G., Niskanen, M., Nordblom, K., Bağ ı ş Öztürk, E., Pacheco, L., Rapanos, V., Roland-Lévy, C., Maria Roux-Cesar, A., Salamzadeh, A., Savadori, L., Schei, V., Sharma, M., Summers, B., Suriya, K., Tran, Q., Villegas-Palacio, C., Visser, M., Xia, C., Yi, S., and Zukauskas, S.
Abstract: The slippery slope framework of tax compliance emphasizes the importance of trust in authorities as a substantial determinant of tax compliance alongside traditional enforcement tools like audits and fines. Using data from an experimental scenario study in 44 nations from five continents (N = 14,509), we find that trust in authorities and power of authorities, as defined in the slippery slope framework, increase tax compliance intentions and mitigate intended tax evasion across societies that differ in economic, sociodemographic, political, and cultural backgrounds. We also show that trust and power foster compliance through different channels: trusted authorities (those perceived as benevolent and enhancing the common good) register the highest voluntary compliance, while powerful authorities (those perceived as effectively controlling evasion) register the highest enforced compliance. In contrast to some previous studies, the results suggest that trust and power are not fully complementary, as indicated by a negative interaction effect. Despite some between-country variations, trust and power are identified as important determinants of tax compliance across all nations. These findings have clear implications for authorities across the globe that need to choose best practices for tax collection.
Published: 2019

9. Trust and power as determinants of tax compliance across 44 nations

Author: Batrancea, L. Nichita, A. Olsen, J. Kogler, C. Kirchler, E. Hoelzl, E. Weiss, A. Torgler, B. Fooken, J. Fuller, J. Schaffner, M. Banuri, S. Hassanein, M. Alarcón-García, G. Aldemir, C. Apostol, O. Bank Weinberg, D. Batrancea, I. Belianin, A. Bello Gómez, F.D.J. Briguglio, M. Dermol, V. Doyle, E. Gcabo, R. Gong, B. Ennya, S. Essel-Anderson, A. Frecknall-Hughes, J. Hasanain, A. Hizen, Y. Huber, O. Kaplanoglou, G. Kudła, J. Lemoine, J.E. Leurcharusmee, S. Matthiasson, T. Mehta, S. Min, S. Naufal, G. Niskanen, M. Nordblom, K. Öztürk, E.B. Pacheco, L. Pántya, J. Rapanos, V. Roland-Lévy, C. Roux-Cesar, A.M. Salamzadeh, A. Savadori, L. Schei, V. Sharma, M. Summers, B. Suriya, K. Tran, Q. Villegas-Palacio, C. Visser, M. Xia, C. Yi, S. Zukauskas, S.
Abstract: The slippery slope framework of tax compliance emphasizes the importance of trust in authorities as a substantial determinant of tax compliance alongside traditional enforcement tools like audits and fines. Using data from an experimental scenario study in 44 nations from five continents (N = 14,509), we find that trust in authorities and power of authorities, as defined in the slippery slope framework, increase tax compliance intentions and mitigate intended tax evasion across societies that differ in economic, sociodemographic, political, and cultural backgrounds. We also show that trust and power foster compliance through different channels: trusted authorities (those perceived as benevolent and enhancing the common good) register the highest voluntary compliance, while powerful authorities (those perceived as effectively controlling evasion) register the highest enforced compliance. In contrast to some previous studies, the results suggest that trust and power are not fully complementary, as indicated by a negative interaction effect. Despite some between-country variations, trust and power are identified as important determinants of tax compliance across all nations. These findings have clear implications for authorities across the globe that need to choose best practices for tax collection. © 2019
Published: 2019

10. Conclusions

Author: Savage, D A, Torgler, B, Savage, David, Torgler, Benno, Savage, D A, Torgler, B, Savage, David, and Torgler, Benno
Published: 2015

11. Introduction

Author: Savage, D A, Torgler, B, Savage, David, Torgler, Benno, Savage, D A, Torgler, B, Savage, David, and Torgler, Benno
Published: 2015

12. Analysis

Author: Savage, D A, Torgler, B, Savage, David, Torgler, Benno, Savage, D A, Torgler, B, Savage, David, and Torgler, Benno
Published: 2015

13. Alternative explanations

Author: Savage, D A, Torgler, B, Savage, David, Torgler, Benno, Savage, D A, Torgler, B, Savage, David, and Torgler, Benno
Published: 2015

14. Historical development

Author: Savage, D A, Torgler, B, Savage, David, Torgler, Benno, Savage, D A, Torgler, B, Savage, David, and Torgler, Benno
Published: 2015

15. Data and methodology

Author: Savage, D A, Torgler, B, Savage, David, Torgler, Benno, Savage, D A, Torgler, B, Savage, David, and Torgler, Benno
Published: 2015

16. Econometric Fellows and Nobel Laureates in Economics

Author: Ho Fai Chan and Torgler, B.
Subjects: Fellows of the Econometric Society, Nobel Laureate, ececonomics of science, awards, jel:I2, jel:D71, jel:A14, jel:A1, Fellows of the Econometric Society, Nobel Laureate, economics of science, awards
Abstract: An academic award is method by which peers offer recognition of intellectual efforts. In this paper we take a purely descriptive look at the relationship between becoming a Fellow of the Econometric Society and receiving the Nobel Prize in economics. We discover some interesting aspects: of all 69 Nobel Prize Laureates between 1969 and 2011, only 9 of them were not also Fellows. Moreover, the proportion of future Nobel winners among the Fellows has been quite high throughout time and a large share of researchers who became Fellows between the 1930s and 1950s became Nobel Laureates at a later stage. On average, researchers become Fellows relatively early in their career (14.9 years after their PhD) and those who were subsequently made Nobel Laureates become Fellows earlier than other researchers. Interestingly, Harvard and MIT have been the dominant PhD granting institutions to generate Fellows and Nobel Laureates in the past.
Published: 2012

17. Awards before and after the Nobel Prize: A Matthew effect and/or a ticket to one's own funeral?

Author: Chan, H. F., primary, Gleeson, L., additional, and Torgler, B., additional
Published: 2014
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18. Developing alternative frameworks for explaining tax compliance

Author: Alm, J, Torgler, B, Martinez-Vazquez, J, Alm, James, Martinez-Vazquez, Jorge, Torgler, Benno, Alm, J, Torgler, B, Martinez-Vazquez, J, Alm, James, Martinez-Vazquez, Jorge, and Torgler, Benno
Published: 2010

19. Tax compliance, tax morale, and governance quality

Author: Alm, J, Torgler, B, Martinez-Vazquez, J, Torgler, Benno, Schaffner, Markus, Macintyre, Alison, Alm, J, Torgler, B, Martinez-Vazquez, J, Torgler, Benno, Schaffner, Markus, and Macintyre, Alison
Published: 2010

20. Tax evasion and the psychological tax contract

Author: Alm, James, Martinez-Vazquez, Jorge, Torgler, Benno, Alm, J ( James ), Martinez-Vazquez, J ( Jorge ), Torgler, B ( Benno ), Feld, Lars P, Frey, Bruno S, Alm, James, Martinez-Vazquez, Jorge, Torgler, Benno, Alm, J ( James ), Martinez-Vazquez, J ( Jorge ), Torgler, B ( Benno ), Feld, Lars P, and Frey, Bruno S
Published: 2010

21. Speaking to Theorists and Searching for Facts: Tax Morale and Tax Compliance in Experiments.

Author: Torgler, B.
Subjects: TAXPAYER compliance, TAX evasion, TAXATION
Abstract: A significant body of research has been accumulated concerning tax morale and tax compliance. This paper takes a stroll through the experimental findings, focussing on personal income. After briefly discussing the traditional topic of deterrence the main focus is on the social and institutional factors which until now have received only limited attention. [ABSTRACT FROM AUTHOR]
Published: 2002
Full Text: View/download PDF

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

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

Author: Benno Torgler, Ho Fai Chan, Markus Schaffner, Naomi Moy, Chan H.F., Moy N., Schaffner M., and Torgler B.
Subjects: Marketing, Crowding out, Context (language use), Affect (psychology), Verbal cues, Sustainability, Orientation (mental), Intrinsic motivation, Business, Behavioral intention, Crowdfunding, Digital entrepreneurship
Abstract: Communication is a key determining factor of success in crowdfunding environments. In this paper, we examine the link between language used by founders and the contribution behavior of funders. Particularly, we investigate how verbal cues – money saliency and sustainability intention – in the communication text can affect the size of the contributing crowd and amount raised in the context of Kickstarter. Given the nature of crowdfunding environments (intrinsically motivated stakeholders) and Kickstarter's rewards-based structure, we hypothesize that there is a potential crowding-out effect in which an increased level of money saliency leads to decreased funding contributions and engagement. However, this effect should be weaker among projects that have non-selfish aims or intentions. Our analysis on close to 80,000 Kickstarter campaigns confirms that there is indeed a price to pay for using monetary-related terms in project descriptions but not among projects identified as sustainability oriented.
Published: 2021
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24. National identity predicts public health support during a global pandemic

Author: Van Bavel, Jay J., Cichocka, Aleksandra, Capraro, Valerio, Sjåstad, Hallgeir, Nezlek, John B., Pavlović, Tomislav, Alfano, Mark, Gelfand, Michele J., Azevedo, Flavio, Birtel, Michèle D., Cislak, Aleksandra, Lockwood, Patricia L., Ross, Robert Malcolm, Abts, Koen, Agadullina, Elena, Aruta, John Jamir Benzon, Besharati, Sahba Nomvula, Bor, Alexander, Choma, Becky L., Crabtree, Charles David, Cunningham, William A., De, Koustav, Ejaz, Waqas, Elbaek, Christian T., Findor, Andrej, Flichtentrei, Daniel, Franc, Renata, Gjoneska, Biljana, Gruber, June, Gualda, Estrella, Horiuchi, Yusaku, Huynh, Toan Luu Duc, Ibanez, Agustin, Imran, Mostak Ahamed, Israelashvili, Jacob, Jasko, Katarzyna, Kantorowicz, Jaroslaw, Kantorowicz-Reznichenko, Elena, Krouwel, André, Laakasuo, Michael, Lamm, Claus, Leygue, Caroline, Lin, Ming-Jen, Mansoor, Mohammad Sabbir, Marie, Antoine, Mayiwar, Lewend, Mazepus, Honorata, McHugh, Cillian, Minda, John Paul, Mitkidis, Panagiotis, Olsson, Andreas, Otterbring, Tobias, Packer, Dominic J., Perry, Anat, Petersen, Michael Bang, Puthillam, Arathy, Riaño-Moreno, Julián C., Rothmund, Tobias, Santamaría-García, Hernando, Schmid, Petra C., Stoyanov, Drozdstoy, Tewari, Shruti, Todosijević, Bojan, Tsakiris, Manos, Tung, Hans H., Umbreș, Radu G., Vanags, Edmunds, Vlasceanu, Madalina, Vonasch, Andrew, Yucel, Meltem, Zhang, Yucheng, Abad, Mohcine, Adler, Eli, Akrawi, Narin, Mdarhri, Hamza Alaoui, Amara, Hanane, Amodio, David M., Antazo, Benedict G., Apps, Matthew, Ay, F. Ceren, Ba, Mouhamadou Hady, Barbosa, Sergio, Bastian, Brock, Berg, Anton, Bernal-Zárate, Maria P., Bernstein, Michael, Białek, Michał, Bilancini, Ennio, Bogatyreva, Natalia, Boncinelli, Leonardo, Booth, Jonathan E., Borau, Sylvie, Buchel, Ondrej, Cameron, C. Daryl, Carvalho, Chrissie F., Celadin, Tatiana, Cerami, Chiara, Chalise, Hom Nath, Cheng, Xiaojun, Cian, Luca, Cockcroft, Kate, Conway, Jane, Córdoba-Delgado, Mateo Andres, Crespi, Chiara, Crouzevialle, Marie, Cutler, Jo, Cypryańska, Marzena, Dabrowska, Justyna, Daniels, Michael A., Davis, Victoria H., Dayley, Pamala N., Delouvee, Sylvain, Denkovski, Ognjan, Dezecache, Guillaume, Dhaliwal, Nathan A., Diato, Alelie B., Di Paolo, Roberto, Drosinou, Marianna, Dulleck, Uwe, Ekmanis, Jānis, Ertan, Arhan S., Etienne, Tom W., Farhana, Hapsa Hossain, Farkhari, Fahima, Farmer, Harry, Fenwick, Ali, Fidanovski, Kristijan, Flew, Terry, Fraser, Shona, Frempong, Raymond Boadi, Fugelsang, Jonathan A., Gale, Jessica, Garcia-Navarro, E. Begoña, Garladinne, Prasad, Ghajjou, Oussama, Gkinopoulos, Theofilos, Gray, Kurt, Griffin, Siobhán M., Gronfeldt, Bjarki, Gümren, Mert, Gurung, Ranju Lama, Halperin, Eran, Harris, Elizabeth, Herzon, Volo, Hruška, Matej, Huang, Guanxiong, Hudecek, Matthias F. C., Isler, Ozan, Jangard, Simon, Jørgensen, Frederik J., Kachanoff, Frank, Kahn, John, Dangol, Apsara Katuwal, Keudel, Oleksandra, Koppel, Lina, Koverola, Mika, Kubin, Emily, Kunnari, Anton, Kutiyski, Yordan, Laguna, Oscar, Leota, Josh, Lermer, Eva, Levy, Jonathan, Levy, Neil, Li, Chunyun, Long, Elizabeth U., Longoni, Chiara, Maglić, Marina, McCashin, Darragh, Metcalf, Alexander L., Mikloušić, Igor, El Mimouni, Soulaimane, Miura, Asako, Molina-Paredes, Juliana, Monroy-Fonseca, César, Morales-Marente, Elena, Moreau, David, Muda, Rafał, Myer, Annalisa, Nash, Kyle, Nesh-Nash, Tarik, Nitschke, Jonas P., Nurse, Matthew S., Ohtsubo, Yohsuke, Oldemburgo De Mello, Victoria, O’Madagain, Cathal, Onderco, Michal, Palacios-Galvez, M. Soledad, Palomäki, Jussi, Pan, Yafeng, Papp, Zsófia, Pärnamets, Philip, Paruzel-Czachura, Mariola, Pavlović, Zoran, Payán-Gómez, César, Perander, Silva, Pitman, Michael Mark, Prasad, Rajib, Pyrkosz-Pacyna, Joanna, Rathje, Steve, Raza, Ali, Rêgo, Gabriel G., Rhee, Kasey, Robertson, Claire E., Rodríguez-Pascual, Iván, Saikkonen, Teemu, Salvador-Ginez, Octavio, Sampaio, Waldir M., Santi, Gaia C., Santiago-Tovar, Natalia, Savage, David, Scheffer, Julian A., Schönegger, Philipp, Schultner, David T., Schutte, Enid M., Scott, Andy, Sharma, Madhavi, Sharma, Pujan, Skali, Ahmed, Stadelmann, David, Stafford, Clara Alexandra, Stanojević, Dragan, Stefaniak, Anna, Sternisko, Anni, Stoica, Agustin, Stoyanova, Kristina K., Strickland, Brent, Sundvall, Jukka, Thomas, Jeffrey P., Tinghög, Gustav, Torgler, Benno, Traast, Iris J., Tucciarelli, Raffaele, Tyrala, Michael, Ungson, Nick D., Uysal, Mete S., Van Lange, Paul A. M., Van Prooijen, Jan-Willem, Van Rooy, Dirk, Västfjäll, Daniel, Verkoeijen, Peter, Vieira, Joana B., Von Sikorski, Christian, Walker, Alexander Cameron, Watermeyer, Jennifer, Wetter, Erik, Whillans, Ashley, Willardt, Robin, Wohl, Michael J. A., Wójcik, Adrian Dominik, Wu, Kaidi, Yamada, Yuki, Yilmaz, Onurcan, Yogeeswaran, Kumar, Ziemer, Carolin-Theresa, Zwaan, Rolf A., Boggio, Paulo S., Van Bavel, Jay J., Cichocka, Aleksandra, Capraro, Valerio, Sjåstad, Hallgeir, Nezlek, John B., Pavlović, Tomislav, Alfano, Mark, Gelfand, Michele J., Azevedo, Flavio, Birtel, Michèle D., Cislak, Aleksandra, Lockwood, Patricia L., Ross, Robert Malcolm, Abts, Koen, Agadullina, Elena, Aruta, John Jamir Benzon, Besharati, Sahba Nomvula, Bor, Alexander, Choma, Becky L., Crabtree, Charles David, Cunningham, William A., De, Koustav, Ejaz, Waqa, Elbaek, Christian T., Findor, Andrej, Flichtentrei, Daniel, Franc, Renata, Gjoneska, Biljana, Gruber, June, Gualda, Estrella, Horiuchi, Yusaku, Huynh, Toan Luu Duc, Ibanez, Augustin, Imran, Mostak Ahamed, Israelashvili, Jacob, Jasko, Katarzyna, Kantorowicz, Jaroslaw, Kantorowicz-Reznichenko, Elena, Krouwel, André, Laakasuo, Michael, Lamm, Clau, Leygue, Caroline, Lin, Ming-Jen, Mansoor, Mohammad Sabbir, Marie, Antoine, Mayiwar, Lewend, Mazepus, Honorata, McHugh, Cillian, Minda, John Paul, Mitkidis, Panagioti, Olsson, Andrea, Otterbring, Tobia, Packer, Dominic J., Perry, Anat, Petersen, Michael Bang, Puthillam, Arathy, Riaño-Moreno, Julián C., Rothmund, Tobia, Santamaría-García, Hernando, Schmid, Petra C., Stoyanov, Drozdstoy, Tewari, Shruti, Todosijević, Bojan, Tsakiris, Mano, Tung, Hans H., Umbreș, Radu G., Vanags, Edmund, Vlasceanu, Madalina, Vonasch, Andrew, Yucel, Meltem, Zhang, Yucheng, Abad, Mohcine, Adler, Eli, Akrawi, Narin, Mdarhri, Hamza Alaoui, Amara, Hanane, Amodio, David M., Antazo, Benedict G., Apps, Matthew, Ay, F. Ceren, Ba, Mouhamadou Hady, Barbosa, Sergio, Bastian, Brock, Berg, Anton, Bernal-Zárate, Maria P., Bernstein, Michael, Białek, Michał, Bilancini, Ennio, Bogatyreva, Natalia, Boncinelli, Leonardo, Booth, Jonathan E., Borau, Sylvie, Buchel, Ondrej, Cameron, C. Daryl, Carvalho, Chrissie F., Celadin, Tatiana, Cerami, Chiara, Chalise, Hom Nath, Cheng, Xiaojun, Cian, Luca, Cockcroft, Kate, Conway, Jane, Córdoba-Delgado, Mateo Andre, Crespi, Chiara, Crouzevialle, Marie, Cutler, Jo, Cypryańska, Marzena, Dabrowska, Justyna, Daniels, Michael A., Davis, Victoria H., Dayley, Pamala N., Delouvee, Sylvain, Denkovski, Ognjan, Dezecache, Guillaume, Dhaliwal, Nathan A., Diato, Alelie B., Di Paolo, Roberto, Drosinou, Marianna, Dulleck, Uwe, Ekmanis, Jāni, Ertan, Arhan S., Etienne, Tom W., Farhana, Hapsa Hossain, Farkhari, Fahima, Farmer, Harry, Fenwick, Ali, Fidanovski, Kristijan, Flew, Terry, Fraser, Shona, Frempong, Raymond Boadi, Fugelsang, Jonathan A., Gale, Jessica, Garcia-Navarro, E. Begoña, Garladinne, Prasad, Ghajjou, Oussama, Gkinopoulos, Theofilo, Gray, Kurt, Griffin, Siobhán M., Gronfeldt, Bjarki, Gümren, Mert, Gurung, Ranju Lama, Halperin, Eran, Harris, Elizabeth, Herzon, Volo, Hruška, Matej, Huang, Guanxiong, Hudecek, Matthias F. C., Isler, Ozan, Jangard, Simon, Jørgensen, Frederik J., Kachanoff, Frank, Kahn, John, Dangol, Apsara Katuwal, Keudel, Oleksandra, Koppel, Lina, Koverola, Mika, Kubin, Emily, Kunnari, Anton, Kutiyski, Yordan, Laguna, Oscar, Leota, Josh, Lermer, Eva, Levy, Jonathan, Levy, Neil, Li, Chunyun, Long, Elizabeth U., Longoni, Chiara, Maglić, Marina, McCashin, Darragh, Metcalf, Alexander L., Mikloušić, Igor, El Mimouni, Soulaimane, Miura, Asako, Molina-Paredes, Juliana, Monroy-Fonseca, César, Morales-Marente, Elena, Moreau, David, Muda, Rafał, Myer, Annalisa, Nash, Kyle, Nesh-Nash, Tarik, Nitschke, Jonas P., Nurse, Matthew S., Ohtsubo, Yohsuke, Oldemburgo de Mello, Victoria, O’Madagain, Cathal, Onderco, Michal, Palacios-Galvez, M. Soledad, Palomäki, Jussi, Pan, Yafeng, Papp, Zsófia, Pärnamets, Philip, Paruzel-Czachura, Mariola, Pavlović, Zoran, Payán-Gómez, César, Perander, Silva, Pitman, Michael Mark, Prasad, Rajib, Pyrkosz-Pacyna, Joanna, Rathje, Steve, Raza, Ali, Rêgo, Gabriel G., Rhee, Kasey, Robertson, Claire E., Rodríguez-Pascual, Iván, Saikkonen, Teemu, Salvador-Ginez, Octavio, Sampaio, Waldir M., Santi, Gaia C., Santiago-Tovar, Natalia, Savage, David, Scheffer, Julian A., Schönegger, Philipp, Schultner, David T., Schutte, Enid M., Scott, Andy, Sharma, Madhavi, Sharma, Pujan, Skali, Ahmed, Stadelmann, David, Stafford, Clara Alexandra, Stanojević, Dragan, Stefaniak, Anna, Sternisko, Anni, Stoica, Augustin, Stoyanova, Kristina K., Strickland, Brent, Sundvall, Jukka, Thomas, Jeffrey P., Tinghög, Gustav, Torgler, Benno, Traast, Iris J., Tucciarelli, Raffaele, Tyrala, Michael, Ungson, Nick D., Uysal, Mete S., Van Lange, Paul A. M., van Prooijen, Jan-Willem, van Rooy, Dirk, Västfjäll, Daniel, Verkoeijen, Peter, Vieira, Joana B., von Sikorski, Christian, Walker, Alexander Cameron, Watermeyer, Jennifer, Wetter, Erik, Whillans, Ashley, Willardt, Robin, Wohl, Michael J. A., Wójcik, Adrian Dominik, Wu, Kaidi, Yamada, Yuki, Yilmaz, Onurcan, Yogeeswaran, Kumar, Ziemer, Carolin-Theresa, Zwaan, Rolf A., Boggio, Paulo S., Department of Digital Humanities, Faculty Common Matters (Faculty of Arts), Cognitive Science, Helsinki Research Hub on Religion, Media and Social Change, Helsinki Social Computing Group, Doctoral Programme in Cognition, Learning, Instruction and Communication, Mind and Matter, High Performance Cognition group, Medicum, Digital Humanities, Law and Economics, Pharmacy, Public Administration, Molecular Genetics, Research Methods and Techniques, Brain and Cognition, Van Bavel, Jay J [0000-0002-2520-0442], Cichocka, Aleksandra [0000-0003-1703-1586], Sjåstad, Hallgeir [0000-0002-8730-1038], Nezlek, John B [0000-0003-4963-3637], Pavlović, Tomislav [0000-0002-4470-3715], Alfano, Mark [0000-0001-5879-8033], Azevedo, Flavio [0000-0001-9000-8513], Cislak, Aleksandra [0000-0002-9880-6947], Lockwood, Patricia L [0000-0001-7195-9559], Ross, Robert 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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25. Personality and individual characteristics as indicators of lifetime climbing success among Everest mountaineers

Author: David A. Savage, Ho Fai Chan, Naomi Moy, Benno Torgler, Markus Schaffner, Savage D., Chan H.F., Moy N., Schaffner M., and Torgler B.
Subjects: 2D:4D, Mountaineering, media_common.quotation_subject, 05 social sciences, Stressor, 050109 social psychology, Lifetime succe, 050105 experimental psychology, Developmental psychology, Personality factors, Big Five Inventory, Extreme environment, Climbing, Emotionally stable, Personality, 0501 psychology and cognitive sciences, Risk attitudes, Psychology, General Psychology, media_common
Abstract: To measure the importance of personality and individual characteristics in such extreme environments as high-altitude mountaineering, this study investigated how physical, physiological, and/or hormonal markers provide insights into individual predilections for competitive and risk-taking behaviours. Because climbing outcomes depend on the ability to overcome adverse environmental conditions, avoid unnecessary risks, and exert sufficient self-regulation to handle extreme physiological and psychological stressors, it focused particularly on the relation between the successful scaling among Mount Everest climbers and risk attitudes, personality factors (from the Big Five Inventory) or traits associated with prenatal androgen exposure (2D:4D ratio). The results indicate not only that the 2D:4D ratio positively predicts lifetime mountaineering success but that the more risk averse open-minded and emotionally stable the climbers, the more active and successful compared to their peers. These findings, in addition to suggesting that human biological and psychological traits substantially influence success and long-term performance in extreme situations, offer valuable insights into how humans with different tendencies are likely to behave under such stressful conditions.
Published: 2020
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26. How much is too much? The effects of information quantity on crowdfunding performance

Author: Ho Fai Chan, Benno Torgler, Naomi Moy, Moy N., Chan H.F., and Torgler B.
Subjects: Questionnaires, Word count, lcsh:Medicine, Social Sciences, Capital Financing, Cognition, Mathematical and Statistical Techniques, Citation analysis, Photography, Psychology, Marketing, lcsh:Science, media_common, Multidisciplinary, Latitude, Geography, 05 social sciences, Regression analysis, Research Assessment, Test (assessment), Models, Economic, Longitude, Research Design, Citation Analysis, Physical Sciences, Statistics (Mathematics), Research Article, Cartography, Science Policy, Imaging Techniques, media_common.quotation_subject, Decision Making, Information Dissemination, Research Grants, Discount points, Affect (psychology), Research and Analysis Methods, Research Funding, 0502 economics and business, Statistical Methods, Variables, Survey Research, lcsh:R, Cognitive Psychology, Biology and Life Sciences, Multivariate Analysis, Earth Sciences, Cognitive Science, lcsh:Q, 050211 marketing, Business, 050203 business & management, Mathematics, Software, Neuroscience
Abstract: We explore the effects of the quantity of information on the tendency to contribute to crowd-funding campaigns. Using the crowdfunding platform Kickstarter, we analyze the campaign descriptions and the performance of over 70,000 projects. We look empirically at the effect of information quantity (word count) on funding success (as measure by amount raised and number of backers). Within this empirical approach, we test whether an excessive amount of information will affect funding success. To do so, we test for the non-linearity (quadratic) effect of our independent variable (word count) using regression analysis. Consistent with the hypothesis that excess information will negatively affect funds raised and number of contributors, we observe a consistent U-shaped relationship between campaign text length and overall success which suggest that an optimal number of words exists within crowdfunding texts and that going over this point will reduce a project's chance of fundraising success.
Published: 2018

27. Positive affect and heart rate variability: a dynamic analysis.

Author: Beatton T, Chan HF, Dulleck U, Ristl A, Schaffner M, and Torgler B
Subjects: Humans, Heart Rate physiology, Time, Sleep physiology, Exercise physiology
Abstract: Traditional survey methods can provide noisy data arising from recall, memory and other biases. Technological advances (particularly in neuroscience) are opening new ways of monitoring physiological processes through non-intrusive means. Such dense continuous data provide new and fruitful avenues for complementing self-reported data with a better understanding of human dynamics and human interactions. In this study, we use a survey to collect positive affect (feelings) data from more than 300 individuals over a period of 24 h, and at the same time, map their core activities (5000 recorded activities in total) with measurements of their heart rate variability (HRV). Our results indicate a robust correlation between the HRV measurements and self-reported affect. By drawing on the neuroscience and wellbeing literature we show that dynamic HRV results are what we expect for positive affect, particularly when performing activities like sleep, travel, work, exercise and eating. This research provides new insights into how to collect HRV data, model and interpret it., (© 2024. The Author(s).)
Published: 2024
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28. Residential mobility restrictions and adverse mental health outcomes during the COVID-19 pandemic in the UK.

Author: Chan HF, Cheng Z, Mendolia S, Paloyo AR, Tani M, Proulx D, Savage DA, and Torgler B
Subjects: Child, Humans, Female, Child, Preschool, SARS-CoV-2, Pandemics, Communicable Disease Control, Outcome Assessment, Health Care, United Kingdom epidemiology, COVID-19 epidemiology
Abstract: During the COVID-19 pandemic, several governments tried to contain the spread of SARS-CoV-2, the virus that causes COVID-19, with lockdowns that prohibited leaving one's residence unless carrying out a few essential services. We investigate the relationship between limitations to mobility and mental health in the UK during the first year and a half of the pandemic using a unique combination of high-frequency mobility data from Google and monthly longitudinal data collected through the Understanding Society survey. We find a strong and statistically robust correlation between mobility data and mental health survey data and show that increased residential stationarity is associated with the deterioration of mental wellbeing even when regional COVID-19 prevalence and lockdown stringency are controlled for. The relationship is heterogeneous, as higher levels of distress are seen in young, healthy people living alone; and in women, especially if they have young children., (© 2024. The Author(s).)
Published: 2024
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29. 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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30. Understanding the Reasons Why Men and Women Do Not Donate Gametes.

Author: Whyte S, Chan HF, Ferguson N, Godwin M, Hammarberg K, and Torgler B
Subjects: Male, Female, Humans, Tissue Donors, Spermatozoa, Oocytes, Surveys and Questionnaires, Oocyte Donation, Semen
Abstract: The global under-supply of sperm and oocyte donors is a serious concern for assisted reproductive medicine. Research has explored self-selected populations of gamete donors and their ex-post rationalisations of why they chose to donate. However, such studies may not provide the necessary insight into why the majority of people do not donate. Utilising the unique open form responses of a large sample (n = 1035) of online survey respondents, we examine the reasons participants cite when asked: "Why haven't you donated your sperm/eggs?." We categorise these responses into four core themes (conditional willingness, barriers, unconsidered, and conscientious objector) and eleven lower-order themes. We find that, on average, women are more conditionally willing (8.2% difference; p = 0.008) to participate in gamete donation than men. We also find that women are more likely than men to justify their non-donation based on their reproductive history (21.3% difference; p = 0.000) or kin selection and inclusive fitness (5.7% difference; p = 0.008). However, compared to women, men are more likely to validate their non-donation based on sociocultural or social norms (6% difference; p = 0.000) or religion (1.7% difference; p = 0.030). That so many of our study participants report in-principal willingness for future participation in gamete donation speaks to the need for increased research on understanding non-donor population preferences, motivations, and behaviours., (© 2022. The Author(s).)
Published: 2023
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31. National pride and tax compliance: A laboratory experiment using a physiological marker.

Author: Macintyre A, Chan HF, Schaffner M, and Torgler B
Subjects: Humans, Sympathetic Nervous System, Australia, Emotions, Taxes, Income
Abstract: This paper reports on a laboratory experiment designed specifically to test the influence of national pride on tax honesty while using a physiological marker to observe emotional responses to patriotic priming. Participants were exposed to one of three framing videos before earning income in a real effort task and were given the chance to declare their taxable income. We find that psychological priming through exposure to symbols of Australian national pride and national identity had a positive effect on the level of tax compliance among Australian but not non-Australians. In addition, non-Australians report lower tax compliance ratios in the treatment groups than in the control group which may indicate an outgroup effect. When exploring the potential of a physiological marker of national pride we observe two different types of physiological responses to the activation and effects of national pride and its impact on tax compliance among Australians. Iconic images activate the parasympathetic nervous system while sports scenes activate the sympathetic nervous system, but both types of images and responses are positively associated with tax compliance. In addition, we find that non-Australians resident in the country for more than a year report a higher level of tax compliance, and that there are some similarities in heart rate variability (HRV) responses between Australian citizens born in the country and those born overseas who have been in Australia for a longer period. Overall, the results support the proposition that identifying with an ingroup at a national level is important for tax compliance., Competing Interests: The authors have declared that no competing interests exist., (Copyright: © 2023 Macintyre et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
Published: 2023
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32. 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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33. 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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34. Competing social identities and intergroup discrimination: Evidence from a framed field experiment with high school students in Vietnam.

Author: Vuong TK, Chan HF, and Torgler B
Subjects: Adolescent, Female, Humans, Male, Multilingualism, Group Processes, Schools statistics & numerical data, Social Discrimination statistics & numerical data, Social Identification, Students psychology
Abstract: We conducted a framed field experiment to explore a situation where individuals have potentially competing social identities to understand how group identification and socialisation affect in-group favouritism and out-group discrimination. The Dictator Game and the Trust Game were conducted in Vietnam's Ho Chi Minh City on two groups of high school students with different backgrounds, i.e., French bilingual and monolingual (Vietnamese) students. We find strong evidence for the presence of these two phenomena: our micro-analysis of within- and between-school effects show that bilingual students exhibit higher discriminatory behaviour toward non-bilinguals within the same school than toward other bilinguals from a different school, implying that group identity is a key factor in the explanation of intergroup cooperation and competition., Competing Interests: The authors have declared that no competing interests exist.
Published: 2021
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35. The stabilizing effect of social distancing: Cross-country differences in financial market response to COVID-19 pandemic policies.

Author: Bickley SJ, Brumpton M, Chan HF, Colthurst R, and Torgler B
Abstract: COVID-19 has had far-reaching global effects on the health and wellbeing of individuals on every continent. The economic and financial market response has been equally disastrous with high levels of volatility observed. This study explores the temporal relations between structural breaks, market volatility and government stay-at-home policy interventions and social distancing measures for 28 countries and their respective indices. We present results which indicate the establishment of stay-at-home policies influence sharp discontinuities in 15 of 28 markets (53.57 %) and increase market efficiency in 30 of 49 cases observed (61.22 %). These results indicate a small, statistically significant degree of stabilization in international financial markets responding to government stay-at-home policies and social distancing measures, a promising result for political actors concerned with economic performance during the public health response to the coronavirus 2019 pandemic., Competing Interests: The authors report no declarations of interest., (© 2021 Elsevier B.V. All rights reserved.)
Published: 2021
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36. Early COVID-19 Government Communication Is Associated With Reduced Interest in the QAnon Conspiracy Theory.

Author: Chan HF, Rizio SM, Skali A, and Torgler B
Abstract: Does inadequate risk communication during uncertain times trigger the rise of conspiratorial ideas? We hypothesize that, where government COVID-19 risk communication started early, as measured by the number of days between the start of the communication campaign and the first case in the country, citizens are less likely to turn to conspiratorial explanations for the pandemic, which typically assign blame to powerful actors with secret interests. In Study 1a, we find strong support for our hypothesis in a global sample of 111 countries, using daily Google search volumes for QAnon as a measure of interest in QAnon, which is a conspiracy theory contending, among other things, that COVID-19 is a conspiracy orchestrated by powerful actors and aimed at repressing civil liberties. The effect is robust to a variety of sensitivity checks. In Study 1b, we show that the effect is not explainable by pre-pandemic cross-country differences in QAnon interest, nor by 'secular' rising interest in QAnon amid the pandemic. A one-standard deviation (26.2days) increase in communication lateness is associated with a 26% increase in QAnon interest. In pre-registered Study 2, we find limited support for the proposition that early communication reduces self-reported pandemic-related conspiratorial ideation in a sample of respondents from 51 countries. Overall, our results provide evidence that interest in extreme ideas, like QAnon, are highly responsive to government risk communication, while less extreme forms of conspiracism are perhaps less so., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Chan, Rizio, Skali and Torgler.)
Published: 2021
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37. A systematic approach to public health - Novel application of the human factors analysis and classification system to public health and COVID-19.

Author: Bickley SJ and Torgler B
Abstract: In this article, we argue for a novel adaptation of the Human Factors Analysis and Classification System (HFACS) to proactive incidence prevention in the public health and in particular, during and in response to COVID-19. HFACS is a framework of causal categories of human errors typically applied for systematic retrospective incident analysis in high-risk domains. By leveraging this approach proactively, appropriate, and targeted measures can be quickly identified and established to mitigate potential errors at different levels within the public health system (from tertiary and secondary healthcare workers to primary public health officials, regulators, and policymakers)., (© 2021 Elsevier Ltd. All rights reserved.)
Published: 2021
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38. Scientists have favorable opinions on immunity certificates but raise concerns regarding fairness and inequality.

Author: Aranzales I, Chan HF, Eichenberger R, Hegselmann R, Stadelmann D, and Torgler B
Abstract: During the first wave of the COVID-19 pandemic, we collected over 12,000 responses from a survey of scientists, who were asked to express their opinions on immunity certificates (also called "immunity passports") as a potential instrument to lessen the impact of the crisis. Overall, we find that scientists perceive immunity certificates as favorable for public health (50.2%) and the state of the economy (54.4%) while one-fifth (19.1%) and one-sixth (15.4%) disagree. Scientists stipulate some concerns about fairness (36.5%) and inequality (22.4%) arising from implementation of immunity certification. We find some smaller differences among scientific fields, particularly between health scientists and social scientists, with the latter being slightly more positive about the effect of immunity certification. Scholars in the United States, including health scientists, are more likely to view the immunity certificates favorably and mention fewer concerns about this policy's effect on fairness and inequality. Female scholars are significantly less in favor of immunity certificates, while scientists with more conservative political views hold more favorable opinions. Our results reveal that given the uncertainties during an early phase of a pandemic, scientists see scope for immunity certification to lessen the general societal impacts of the crisis.
Published: 2021
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39. Patient violence, physicians treatment decisions, and patient welfare: Evidence from China.

Author: Zhao X, Li X, Torgler B, and Dulleck U
Subjects: China, Delivery of Health Care, Health Personnel, Hospitals, Public, Humans, Violence, Physicians
Abstract: Although violence in healthcare settings has become a common occurrence worldwide, there is limited evidence on the spillover effects of patient violence on physicians' medical decisions. Utilizing microdata on inpatients from a major public hospital, we investigated how extreme patient violence-the murder of a physician in China-affected physicians' treatment decisions and patient welfare in a hospital geographically distant from the murder site. By matching this patient dataset to physician profiles, we performed a difference-in-differences analysis in which the treatment group comprised patients admitted shortly before and after the murder shock, and the control group consisted of patients admitted during the same months in the previous year. Immediately after the shock, the provision of medical treatment was notably higher, with a 16.9% increase in the number of surgeries and a 9.5% increase in the treatment expenditures. However, patient health outcomes were worse, with an increased mortality rate of 0.9% points. Findings suggest that patient violence dramatically changed physician behavior, causing negative consequences on patients even when the healthcare workers were not direct victims of patient violence., (© 2021 John Wiley & Sons Ltd.)
Published: 2021
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40. How does globalization affect COVID-19 responses?

Author: Bickley SJ, Chan HF, Skali A, Stadelmann D, and Torgler B
Subjects: COVID-19 transmission, Humans, Pandemics prevention & control, Pandemics statistics & numerical data, Quarantine psychology, Quarantine trends, Survival Analysis, Travel-Related Illness, COVID-19 prevention & control, Internationality, Quarantine methods
Abstract: Background: The ongoing COVID-19 pandemic has highlighted the vast differences in approaches to the control and containment of coronavirus across the world and has demonstrated the varied success of such approaches in minimizing the transmission of coronavirus. While previous studies have demonstrated high predictive power of incorporating air travel data and governmental policy responses in global disease transmission modelling, factors influencing the decision to implement travel and border restriction policies have attracted relatively less attention. This paper examines the role of globalization on the pace of adoption of international travel-related non-pharmaceutical interventions (NPIs) during the coronavirus pandemic. This study aims to offer advice on how to improve the global planning, preparation, and coordination of actions and policy responses during future infectious disease outbreaks with empirical evidence., Methods and Data: We analyzed data on international travel restrictions in response to COVID-19 of 185 countries from January to October 2020. We applied time-to-event analysis to examine the relationship between globalization and the timing of travel restrictions implementation., Results: The results of our survival analysis suggest that, in general, more globalized countries, accounting for the country-specific timing of the virus outbreak and other factors, are more likely to adopt international travel restrictions policies. However, countries with high government effectiveness and globalization were more cautious in implementing travel restrictions, particularly if through formal political and trade policy integration. This finding is supported by a placebo analysis of domestic NPIs, where such a relationship is absent. Additionally, we find that globalized countries with high state capacity are more likely to have higher numbers of confirmed cases by the time a first restriction policy measure was taken., Conclusions: The findings highlight the dynamic relationship between globalization and protectionism when governments respond to significant global events such as a public health crisis. We suggest that the observed caution of policy implementation by countries with high government efficiency and globalization is a by-product of commitment to existing trade agreements, a greater desire to 'learn from others' and also perhaps of 'confidence' in a government's ability to deal with a pandemic through its health system and state capacity. Our results suggest further research is warranted to explore whether global infectious disease forecasting could be improved by including the globalization index and in particular, the de jure economic and political, and de facto social dimensions of globalization, while accounting for the mediating role of government effectiveness. By acting as proxies for a countries' likelihood and speed of implementation for international travel restriction policies, such measures may predict the likely time delays in disease emergence and transmission across national borders.
Published: 2021
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41. Sex differences in sexual attraction for aesthetics, resources and personality across age.

Author: Whyte S, Brooks RC, Chan HF, and Torgler B
Subjects: Adolescent, Adult, Educational Status, Emotions, Female, Humans, Male, Middle Aged, Visual Perception, Aging psychology, Beauty, Choice Behavior, Income, Personality, Sexual Behavior psychology
Abstract: Because sexual attraction is a key driver of human mate choice and reproduction, we descriptively assess relative sex differences in the level of attraction individuals expect in the aesthetic, resource, and personality characteristics of potential mates. As a novelty we explore how male and female sexual attractiveness preference changes across age, using a dataset comprising online survey data for over 7,000 respondents across a broad age distribution of individuals between 18 and 65 years. In general, we find that both males and females show similar distribution patterns in their preference responses, with statistically significant sex differences within most of the traits. On average, females rate age, education, intelligence, income, trust, and emotional connection around 9 to 14 points higher than males on our 0-100 scale range. Our relative importance analysis shows greater male priority for attractiveness and physical build, compared to females, relative to all other traits. Using multiple regression analysis, we find a consistent statistical sex difference (males relative to females) that decreases linearly with age for aesthetics, while the opposite is true for resources and personality, with females exhibiting a stronger relative preference, particularly in the younger aged cohort. Exploring non-linearity in sex difference with contour plots for intelligence and attractiveness across age (mediated by age) indicates that sex differences in attractiveness preferences are driven by the male cohort (particularly age 30 to 40) for those who care about the importance of age, while intelligence is driven by females caring relatively more about intelligence for those who see age as very important (age cohort 40 to 55). Overall, many of our results indicate distinct variations within sex at key life stages, which is consistent with theories of selection pressure. Moreover, results also align with theories of parental investment, the gender similarities hypothesis, and mutual mate choice-which speaks to the fact that the broader discipline of evolutionary mate choice research in humans still contains considerable scope for further inquiry towards a unified theory, particularly when exploring sex-difference across age., Competing Interests: The authors have declared that no competing interests exist.
Published: 2021
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42. Exploring sexual orientation beyond genital arousal: Using large-scale online dating contact behavior to study male and female bisexuality.

Author: Chan HF, Torgler B, and Whyte S
Subjects: Arousal, Female, Genitalia, Humans, Male, Bisexuality, Sexual Behavior
Abstract: Competing Interests: The authors declare no competing interest.
Published: 2021
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43. Risk attitudes and human mobility during the COVID-19 pandemic.

Author: Chan HF, Skali A, Savage DA, Stadelmann D, and Torgler B
Subjects: Attitude to Health, COVID-19 epidemiology, Commerce statistics & numerical data, Crowding, Humans, Leisure Activities, Transportation statistics & numerical data, Travel statistics & numerical data, COVID-19 psychology, Locomotion, Pandemics statistics & numerical data, Risk-Taking
Abstract: Behavioural responses to pandemics are less shaped by actual mortality or hospitalisation risks than they are by risk attitudes. We explore human mobility patterns as a measure of behavioural responses during the COVID-19 pandemic. Our results indicate that risk-taking attitudes are a critical factor in predicting reductions in human mobility and social confinement around the globe. We find that the sharp decline in mobility after the WHO (World Health Organization) declared COVID-19 to be a pandemic can be attributed to risk attitudes. Our results suggest that regions with risk-averse attitudes are more likely to adjust their behavioural activity in response to the declaration of a pandemic even before official government lockdowns. Further understanding of the basis of responses to epidemics, e.g., precautionary behaviour, will help improve the containment of the spread of the virus.
Published: 2020
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44. How confidence in health care systems affects mobility and compliance during the COVID-19 pandemic.

Author: Chan HF, Brumpton M, Macintyre A, Arapoc J, Savage DA, Skali A, Stadelmann D, and Torgler B
Subjects: COVID-19, Coronavirus Infections epidemiology, Coronavirus Infections prevention & control, Europe, Humans, Pandemics prevention & control, Pneumonia, Viral epidemiology, Pneumonia, Viral prevention & control, Travel statistics & numerical data, Attitude to Health, Coronavirus Infections psychology, Movement, Pneumonia, Viral psychology, Quarantine psychology, Trust
Abstract: Confidence in the health care system implies an expectation that sufficient and appropriate treatments will be provided if needed. The COVID-19 public health crisis is a significant, global, and (mostly) simultaneous test of the behavioral implications arising from this confidence. We explore whether populations reporting low levels of confidence in the health care system exhibit a stronger behavioral reaction to the COVID-19 pandemic. We track the dynamic responses to the COVID-19 pandemic across 38 European countries and 621 regions by employing a large dataset on human mobility generated between February 15 and June 5, 2020 and a broad range of contextual factors (e.g., deaths or policy implementations). Using a time-dynamic framework we find that societies with low levels of health care confidence initially exhibit a faster response with respect to staying home. However, this reaction plateaus sooner, and after the plateau it declines with greater magnitude than does the response from societies with high health care confidence. On the other hand, regions with higher confidence in the health care system are more likely to reduce mobility once the government mandates that its citizens are not to leave home except for essential trips, compared to those with lower health care system confidence. Regions with high trust in the government but low confidence in the health care system dramatically reduce their mobility, suggesting a correlation for trust in the state with respect to behavioral responses during a crisis., Competing Interests: The authors have declared that no competing interests exist.
Published: 2020
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45. Exploring the impact of terminology differences in blood and organ donor decision making.

Author: Whyte S, Chan HF, Hammarberg K, and Torgler B
Subjects: Humans, Multivariate Analysis, Surveys and Questionnaires, Blood Donors psychology, Decision Making, Terminology as Topic, Tissue Donors psychology
Abstract: Because the global shortage of blood and organ donors across all medical markets is a serious concern for health care provision, we aim in this study to better understand decisions (not) to participate in these two forms of medical donation, which can save or prolong another's life. Using unique responses from over 1,000 online survey respondents, we compare the reasons given for the donation decision given by blood and/or registered organ donors versus non-donors. To do so, we categorize responses based on five dimensions of language choice: egocentric (referring to self), social, moral, positively emotional, and negatively emotional. Our results reveal statistically significant differences between blood donors and non-donors in the use of all five categories. With respect to organ donation, we find statistically significant differences between donors and non-donors in the use of social, moral and positive emotional terms but not in the use of egocentric or negatively emotional justifications. Such results suggest that the 'gift of life' terminology used universally to market to potential blood and organ donors may only be relevant in the blood donation market and unlikely to incentivize or change organ donation behaviour., Competing Interests: The authors have declared that no competing interests exist.
Published: 2020
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46. Pharmacist Compliance With Therapeutic Guidelines on Diagnosis and Treatment Provision.

Author: Smith H, Whyte S, Chan HF, Kyle G, Lau ETL, Nissen LM, Torgler B, and Dulleck U
Subjects: Adolescent, Adult, Australia, Humans, Patient Simulation, Quality Improvement, Referral and Consultation statistics & numerical data, Societies, Young Adult, Guideline Adherence statistics & numerical data, Health Services Misuse statistics & numerical data, Nonprescription Drugs, Pharmacy standards
Abstract: Importance: Misuse and overselling of over-the-counter pharmaceuticals poses a major burden on both private and public health expenditures., Objective: To seek evidence on whether over-the-counter medication dispensing behavior complies or conflicts with the protocols indicated in practice standards and guidelines of a national professional pharmacy organization., Design, Setting, and Participants: This quality improvement study was undertaken in 205 pharmacies in the wider Brisbane, Australia, area. Two standardized patient (SP) scenarios were developed to evaluate noncompliant behavior. Data collection for scenario 1 was conducted between November 23 and December 9, 2016. Data collection for scenario 2 was conducted between September 1 and 28, 2017. A 2-sample test of proportions and a probit regression model were used to evaluate the likelihood of noncompliant treatments and overtreatments in each case scenario. Statistical analysis was performed from January 30 to June 21, 2018, and revised in May 2019., Main Outcomes and Measures: Outcomes were the observed likelihood of noncompliant treatments and overtreatments. Noncompliance is defined as treatments not complying with practice standards and guidelines set by the professional pharmacy society. Noncompliant treatments include undertreatment (patient did not receive necessary treatment) and overtreatments (patient was supplied with more than sufficient treatments) in both scenarios., Results: In scenario 1, 9 trained female SPs visited 89 pharmacies to request emergency hormonal contraception from pharmacy staff. In 45 cases, SPs reported having unprotected intercourse within the last 24 hours (case 1A), and in 44 cases, SPs reported having unprotected intercourse more than 72 hours ago (case 1B), which is past the efficacy threshold of over-the-counter emergency hormonal contraception. In scenario 2, 11 SPs (5 male and 6 female) visited 150 pharmacies (154 visits in total) to request treatment for family members or a partner with symptoms indicating bacterial conjunctivitis (case 2A; n = 73) or viral conjunctivitis (case 2B; n = 81). In scenario 1-dispensing emergency hormonal contraception when physician referral is recommended-21 of 44 pharmacists (47.7%) in case 1B violated the recommendation by selling the over-the-counter medication. With the inclusion of both no physician referral and emergency hormonal contraception sold, this rate increased to 79.5% (35 of 44 pharmacists). In scenario 2-1 case each of bacterial and viral conjunctivitis-overtreatment occurred in 55 of 154 cases (35.7%). In both scenarios, 140 of 243 pharmacies (57.6%) followed dispensing behavior compliant with the protocol, while 76 of 243 pharmacies (31.3%) involved some form of overtreatment or overselling of medication. Some evidence of an association between sex of SP and pharmacist was also found., Conclusions and Relevance: Although the market for dispensing over-the-counter medication in Australia is regulated, relatively high rates of overtreatment and some cases of undertreatment were observed in this study. Given the unintended adverse effects, including overuse of antibiotics and corticosteroids, these observations suggest the advisability of regulatory intervention ensuring compliance with professional protocols.
Published: 2019
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47. Transfer market activities and sportive performance in European first football leagues: A dynamic network approach.

Author: Matesanz D, Holzmayer F, Torgler B, Schmidt SL, and Ortega GJ
Subjects: Datasets as Topic, Europe, Humans, Machine Learning, Male, Principal Component Analysis methods, Athletes, Athletic Performance economics, Models, Economic, Soccer economics
Abstract: Professional football is a globalized game in which players are the most valuable assets for clubs. In this study, we explore the evolution of the football players' transfer network among 21 European first leagues between the seasons 1996/1997 and 2015/2016. From a topological point of view, we show that this network achieved an upper limit expansion around season 2007/2008, thereafter becoming more connected and dense. Using a machine learning approach based on Self-Organizing Maps and Principal Component Analysis we confirm that European competitions, such as the UEFA Champions League or UEFA Europa League, are indeed a "money game" where the clubs with the highest transfer spending achieve better sportive performance. Some clubs' transfer market activities also affect domestic performance. We conclude from our findings that the relationship between transfer spending and domestic or international sportive performance might lead to substantial inequality between clubs and leagues, while potentially creating a virtuous (vicious) circle in which these variables reinforce (weaken) each other., Competing Interests: The authors have declared that no competing interests exist.
Published: 2018
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48. Man, Woman, "Other": Factors Associated with Nonbinary Gender Identification.

Author: Whyte S, Brooks RC, and Torgler B
Subjects: Adolescent, Adult, Aged, Aged, 80 and over, Australia, Female, Humans, Male, Middle Aged, Sex Factors, Social Class, Surveys and Questionnaires, Young Adult, Gender Identity
Abstract: Using a unique dataset of 7479 respondents to the online Australian Sex Survey (July-September 2016), we explored factors relevant for individuals who self-identify as one of the many possible nonbinary gender options (i.e., not man or woman). Our results identified significant sex differences in such factors; in particular, a positive association between female height, higher educational levels, and greater same-sex attraction (female-female) versus a negative effect of lower income levels and more offspring. With respect to sex similarities, older males and females, heterosexuals, those with lower educational levels, and those living outside capital cities were all more likely to identify as the historically dichotomous gender options. These factors associated with nonbinary gender identification were also more multifaceted for females than for males, although our interaction terms demonstrated that younger females (relative to younger males) and nonheterosexuals (relative to heterosexuals) were more likely to identify as nonbinary. These effects were reversed, however, in the older cohort. Because gender can have such significant lifetime impacts for both the individual and society as a whole, our findings strongly suggest the need for further research into factors that impact gender diversity.
Published: 2018
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49. Do Men and Women Know What They Want? Sex Differences in Online Daters' Educational Preferences.

Author: Whyte S, Chan HF, and Torgler B
Subjects: Adult, Age Factors, Female, Humans, Internet, Male, Middle Aged, Choice Behavior, Educational Status, Marriage, Sex Characteristics
Abstract: Using a unique cross-sectional data set of dating website members' educational preferences for potential mates ( N = 41,936), we showed that women were more likely than men to stipulate educational preferences at all ages. When members indifferent to educational level were excluded, however, the specificity of men's and women's preferences did differ for different age groups. That is, whereas women expressed more refined educational preferences during their years of maximum fertility, their demand specificity decreased with age. Men's specificity, in contrast, remained stable until the 40s, when it was greater than that of postreproductive women, and then was higher during their peak years of career-earnings potential. Further, when individuals' level of education was controlled for, women (compared with men) were more likely to state a higher minimum preference for educational level in a potential mate.
Published: 2018
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50. How much is too much? The effects of information quantity on crowdfunding performance.

Author: Moy N, Chan HF, and Torgler B
Subjects: Capital Financing, Information Dissemination, Models, Economic, Software
Abstract: We explore the effects of the quantity of information on the tendency to contribute to crowdfunding campaigns. Using the crowdfunding platform Kickstarter, we analyze the campaign descriptions and the performance of over 70,000 projects. We look empirically at the effect of information quantity (word count) on funding success (as measure by amount raised and number of backers). Within this empirical approach, we test whether an excessive amount of information will affect funding success. To do so, we test for the non-linearity (quadratic) effect of our independent variable (word count) using regression analysis. Consistent with the hypothesis that excess information will negatively affect funds raised and number of contributors, we observe a consistent U-shaped relationship between campaign text length and overall success which suggest that an optimal number of words exists within crowdfunding texts and that going over this point will reduce a project's chance of fundraising success.
Published: 2018
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