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

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...

Full description

Autores:

Pavlovic, Tomislav
Azevedo, Flavio
De, Koustav
Riaño-Moreno, Julián C.
Maglić, Marina
Gkinopoulos, Theofilos
Donnelly-Kehoe, Patricio Andreas
Payán-Gómez, César
Huang, Guanxiong
Kantorowicz, Jaroslaw
Birtel, Michèle D.
Schönegger, Philipp
Capraro, Valerio
Santamaria Garcia, Hernando
Yucel, Meltem
Ibanez, Agustín
Rathje, Steve
Wetter, Erik
Stanojevic, Dragan
van Prooijen, Jan-Willem
Hesse, Eugenia
Elbaek, Christian T.
Franc, Renata
Pavlović, Zoran
Mitkidis, Panagiotis
Cichocka, Aleksandra
Gelfand, Michele
Alfano, Mark
Ross, Robert M.
Sjåstad, Hallgeir
Nezlek, John B.
Cislak, Aleksandra
Lockwood, Patricia
Abts, Koen
Agadullina, Elena
Amodio, David M.
Apps, Matthew A. J.
Benzon Aruta, John Jamir
Besharati, Sahba
Bor, Alexander
Choma, Becky
Cunningham, William
Ejaz, Waqas
Farmer, Harry
Findor, Andrej
Gjoneska, Biljana
Gualda, Estrella
Huynh, Toan L. D.
Imran, Mostak Ahamed
Israelashvili, Jacob
Kantorowicz-Reznichenko, Elena
Krouwel, André
Kutiyski, Yordan
Laakasuo, Michael
Lamm, Claus
Levy, Jonathan
Leygue, Caroline
Lin, Ming-Jen
Mansoor, Mohammad Sabbir
Marie, Antoine
Mayiwar, Lewend
Mazepus, Honorata
McHugh, Cillian
Olsson, Andreas
Otterbring, Tobias
Packer, Dominic
Palomäki, Jussi
Perry, Anat
Bang Petersen, Michael
Puthillam, Arathy
Rothmund, Tobias
Schmid, Petra C.
Stadelmann, David
Stoica, Augustin
Stoyanov, Drozdstoy
Stoyanova, Kristina
Tewari, Shruti
Todosijevic, Bojan
Torgler, Benno
Tsakiris, Manos
Tung, Hans H.
Umbreș, Radu Gabriel
Vanags, Edmunds
Vlasceanu, Madalina
Vonasch, Andrew J.
Zhang, Yucheng
Abad, Mohcine
Adler, Eli
Alaoui Mdarhri, Hamza
Antazo, Benedict
Ceren Ay, F.
El Hady Ba, Mouhamadou
Barbosa, Sergio
Bastian, Brock
Berg, Anton
Białek, Michał
Bilancini, Ennio
Bogatyreva, Natalia
Boncinelli, Leonardo
Booth, Jonathan E.
Borau, Sylvie
Buchel, Ondrej
Ferreira de Carvalho, Chrissie
Celadin, Tatiana
Cerami, Chiara
Nath Chalise, Hom
Cheng, Xiaojun
Cian, Luca
Cockcroft, Kate
Conway, Jane
Córdoba-Delgado, Mateo A.
Crespi, Chiara
Crouzevialle, Marie
Cutler, Jo
Cypryańska, Marzena
Dabrowska, Justyna
Davis, Victoria H.
Minda, John Paul
Dayley, Pamala N.
Delouvée, Sylvain
Denkovski, Ognjan
Dezecache, Guillaume
Dhaliwal, Nathan A.
Diato, Alelie
Di Paolo, Roberto
Dulleck, Uwe
Ekmanis, Jānis
Etienne, Tom W.
Hossain Farhana, Hapsa
Farkhari, Fahima
Fidanovski, Kristijan
Flew, Terry
Fraser, Shona
Boadi Frempong, Raymond
Fugelsang, Jonathan
Gale, Jessica
García-Navarro, E. Begoña
Garladinne, Prasad
Gray, Kurt
Griffin, Siobhán M.
Gronfeldt, Bjarki
Gruber, June
Halperin, Eran
Herzon, Volo
Hruška, Matej
Hudecek, Matthias F. C.
Isler, Ozan
Jangard, Simon
Jørgensen, Frederik
Keudel, Oleksandra
Koppel, Lina
Koverola, Mika
Kunnari, Anton
Leota, Josh
Lermer, Eva
Li, Chunyun
Longoni, Chiara
McCashin, Darragh
Mikloušić, Igor
Molina-Paredes, Juliana
Monroy-Fonseca, César
Morales-Marente, Elena
Moreau, David
Muda, Rafał
Myer, Annalisa
Nash, Kyle
Nitschke, Jonas P.
Nurse, Matthew S.
Oldemburgo de Mello, Victoria
Palacios-Galvez, Maria Soledad
Palomäki, Jussi
Pan, Yafeng
Papp, Zsófia
Pärnamets, Philip
Paruzel-Czachura, Mariola
Perander, Silva
Pitman, Michael
Raza, Ali
Gaudencio Rêgo, Gabriel
Robertson, Claire
Rodríguez-Pascual, Iván
Saikkonen, Teemu
Salvador-Ginez, Octavio
Sampaio, Waldir M.
Chiara Santi, Gaia
Schultner, David
Schutte, Enid
Scott, Andy
Skali, Ahmed
Stefaniak, Anna
Sternisko, Anni
Strickland, Brent
Thomas, Jeffrey P.
Tinghög, Gustav
Traast, Iris J.
Tucciarelli, Raffaele
Tyrala, Michael
Ungson, Nick D.
Sefa Uysal, Mete
Van Rooy, Dirk
Västfjäll, Daniel
Vieira, Joana B.
von Sikorski, Christian
Walker, Alexander C.
Watermeyer, Jennifer
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 Sergio
Whillans, Ashley
Van Lange, Paul A. M.
Prasad, Rajib
Onderco, Michal
O’Madagain, Cathal
Nesh-Nash, Tarik
Moreda Laguna, Oscar
Kubin, Emily
Gümren, Mert
Fenwick, Ali
Ertan, Arhan S.
Bernstein, Michael J.
Amara, Hanane
Van Bavel, Jay Joseph

Tipo de recurso:

Article of investigation

Fecha de publicación:

2022

Institución:

Pontificia Universidad Javeriana

Repositorio:

Repositorio Universidad Javeriana

Idioma:

N/A

OAI Identifier:

oai:repository.javeriana.edu.co:10554/63639

Acceso en línea:

https://academic.oup.com/pnasnexus/article/1/3/pgac093/6631580
http://hdl.handle.net/10554/63639
https://doi.org/10.1093/pnasnexus/pgac093

Palabra clave:

COVID-19
Social distancing
Hygiene
Policy support
Public health measures

Rights

License

Atribución-NoComercial 4.0 Internacional