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Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning
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dc.contributor.author | Pavlović, Tomislav | |
dc.contributor.author | Azevedo, Flavio | |
dc.contributor.author | De, Koustav | |
dc.contributor.author | Riaño-Moreno, Julián C | |
dc.contributor.author | Maglić, Marina | |
dc.contributor.author | Gkinopoulos, Theofilos | |
dc.contributor.author | Donnelly-Kehoe, Patricio Andreas | |
dc.contributor.author | Payán-Gómez, César | |
dc.contributor.author | Huang, Guanxiong | |
dc.contributor.author | Kantorowicz, Jaroslaw | |
dc.contributor.author | Birtel, Michèle D | |
dc.contributor.author | Schönegger, Philipp | |
dc.contributor.author | Capraro, Valerio | |
dc.contributor.author | Santamaría-García, Hernando | |
dc.contributor.author | Yucel, Meltem | |
dc.contributor.author | Ibanez, Agustin | |
dc.contributor.author | Rathje, Steve | |
dc.contributor.author | Wetter, Erik | |
dc.contributor.author | Stanojević, Dragan | |
dc.contributor.author | van Prooijen, Jan-Willem | |
dc.contributor.author | Hesse, Eugenia | |
dc.contributor.author | Elbaek, Christian T | |
dc.contributor.author | Franc, Renata | |
dc.contributor.author | Pavlović, Zoran | |
dc.contributor.author | Mitkidis, Panagiotis | |
dc.contributor.author | Cichocka, Aleksandra | |
dc.contributor.author | Gelfand, Michele | |
dc.contributor.author | Alfano, Mark | |
dc.contributor.author | Ross, Robert M | |
dc.contributor.author | Sjåstad, Hallgeir | |
dc.contributor.author | Nezlek, John B | |
dc.contributor.author | Cislak, Aleksandra | |
dc.contributor.author | Lockwood, Patricia | |
dc.contributor.author | Abts, Koen | |
dc.contributor.author | Agadullina, Elena | |
dc.contributor.author | Amodio, David M | |
dc.contributor.author | Apps, Matthew A J | |
dc.contributor.author | Aruta, John Jamir Benzon | |
dc.contributor.author | Besharati, Sahba | |
dc.contributor.author | Bor, Alexander | |
dc.contributor.author | Choma, Becky | |
dc.contributor.author | Cunningham, William | |
dc.contributor.author | Ejaz, Waqas | |
dc.contributor.author | Farmer, Harry | |
dc.contributor.author | Findor, Andrej | |
dc.contributor.author | Gjoneska, Biljana | |
dc.contributor.author | Gualda, Estrella | |
dc.contributor.author | Huynh, Toan L D | |
dc.contributor.author | Imran, Mostak Ahamed | |
dc.contributor.author | Israelashvili, Jacob | |
dc.contributor.author | Kantorowicz-Reznichenko, Elena | |
dc.contributor.author | Krouwel, André | |
dc.contributor.author | Kutiyski, Yordan | |
dc.contributor.author | Laakasuo, Michael | |
dc.contributor.author | Lamm, Claus | |
dc.contributor.author | Levy, Jonathan | |
dc.contributor.author | Leygue, Caroline | |
dc.contributor.author | Lin, Ming-Jen | |
dc.contributor.author | Mansoor, Mohammad Sabbir | |
dc.contributor.author | Marie, Antoine | |
dc.contributor.author | Mayiwar, Lewend | |
dc.contributor.author | Mazepus, Honorata | |
dc.contributor.author | McHugh, Cillian | |
dc.contributor.author | Olsson, Andreas | |
dc.contributor.author | Otterbring, Tobias | |
dc.contributor.author | Packer, Dominic | |
dc.contributor.author | Palomäki, Jussi | |
dc.contributor.author | Perry, Anat | |
dc.contributor.author | Petersen, Michael Bang | |
dc.contributor.author | Puthillam, Arathy | |
dc.contributor.author | Rothmund, Tobias | |
dc.contributor.author | Schmid, Petra C | |
dc.contributor.author | Stadelmann, David | |
dc.contributor.author | Stoica, Augustin | |
dc.contributor.author | Stoyanov, Drozdstoy | |
dc.contributor.author | Stoyanova, Kristina | |
dc.contributor.author | Tewari, Shruti | |
dc.contributor.author | Todosijević, Bojan | |
dc.contributor.author | Torgler, Benno | |
dc.contributor.author | Tsakiris, Manos | |
dc.contributor.author | Tung, Hans H | |
dc.contributor.author | Umbreș, Radu Gabriel | |
dc.contributor.author | Vanags, Edmunds | |
dc.contributor.author | Vlasceanu, Madalina | |
dc.contributor.author | Vonasch, Andrew J | |
dc.contributor.author | Zhang, Yucheng | |
dc.contributor.author | Abad, Mohcine | |
dc.contributor.author | Adler, Eli | |
dc.contributor.author | Mdarhri, Hamza Alaoui | |
dc.contributor.author | Antazo, Benedict | |
dc.contributor.author | Ay, F Ceren | |
dc.contributor.author | Ba, Mouhamadou El Hady | |
dc.contributor.author | Barbosa, Sergio | |
dc.contributor.author | Bastian, Brock | |
dc.contributor.author | Berg, Anton | |
dc.contributor.author | Białek, Michał | |
dc.contributor.author | Bilancini, Ennio | |
dc.contributor.author | Bogatyreva, Natalia | |
dc.contributor.author | Boncinelli, Leonardo | |
dc.contributor.author | Booth, Jonathan E | |
dc.contributor.author | Borau, Sylvie | |
dc.contributor.author | Buchel, Ondrej | |
dc.contributor.author | de Carvalho, Chrissie Ferreira | |
dc.contributor.author | Celadin, Tatiana | |
dc.contributor.author | Cerami, Chiara | |
dc.contributor.author | Chalise, Hom Nath | |
dc.contributor.author | Cheng, Xiaojun | |
dc.contributor.author | Cian, Luca | |
dc.contributor.author | Cockcroft, Kate | |
dc.contributor.author | Conway, Jane | |
dc.contributor.author | Córdoba-Delgado, Mateo A | |
dc.contributor.author | Crespi, Chiara | |
dc.contributor.author | Crouzevialle, Marie | |
dc.contributor.author | Cutler, Jo | |
dc.contributor.author | Cypryańska, Marzena | |
dc.contributor.author | Dabrowska, Justyna | |
dc.contributor.author | Davis, Victoria H | |
dc.contributor.author | Minda, John Paul | |
dc.contributor.author | Dayley, Pamala N | |
dc.contributor.author | Delouvée, Sylvain | |
dc.contributor.author | Denkovski, Ognjan | |
dc.contributor.author | Dezecache, Guillaume | |
dc.contributor.author | Dhaliwal, Nathan A | |
dc.contributor.author | Diato, Alelie | |
dc.contributor.author | Paolo, Roberto Di | |
dc.contributor.author | Dulleck, Uwe | |
dc.contributor.author | Ekmanis, Jānis | |
dc.contributor.author | Etienne, Tom W | |
dc.contributor.author | Farhana, Hapsa Hossain | |
dc.contributor.author | Farkhari, Fahima | |
dc.contributor.author | Fidanovski, Kristijan | |
dc.contributor.author | Flew, Terry | |
dc.contributor.author | Fraser, Shona | |
dc.contributor.author | Frempong, Raymond Boadi | |
dc.contributor.author | Fugelsang, Jonathan | |
dc.contributor.author | Gale, Jessica | |
dc.contributor.author | García-Navarro, E Begoña | |
dc.contributor.author | Garladinne, Prasad | |
dc.contributor.author | Gray, Kurt | |
dc.contributor.author | Griffin, Siobhán M | |
dc.contributor.author | Gronfeldt, Bjarki | |
dc.contributor.author | Gruber, June | |
dc.contributor.author | Halperin, Eran | |
dc.contributor.author | Herzon, Volo | |
dc.contributor.author | Hruška, Matej | |
dc.contributor.author | Hudecek, Matthias F C | |
dc.contributor.author | Isler, Ozan | |
dc.contributor.author | Jangard, Simon | |
dc.contributor.author | Jørgensen, Frederik | |
dc.contributor.author | Keudel, Oleksandra | |
dc.contributor.author | Koppel, Lina | |
dc.contributor.author | Koverola, Mika | |
dc.contributor.author | Kunnari, Anton | |
dc.contributor.author | Leota, Josh | |
dc.contributor.author | Lermer, Eva | |
dc.contributor.author | Li, Chunyun | |
dc.contributor.author | Longoni, Chiara | |
dc.contributor.author | McCashin, Darragh | |
dc.contributor.author | Mikloušić, Igor | |
dc.contributor.author | Molina-Paredes, Juliana | |
dc.contributor.author | Monroy-Fonseca, César | |
dc.contributor.author | Morales-Marente, Elena | |
dc.contributor.author | Moreau, David | |
dc.contributor.author | Muda, Rafał | |
dc.contributor.author | Myer, Annalisa | |
dc.contributor.author | Nash, Kyle | |
dc.contributor.author | Nitschke, Jonas P | |
dc.contributor.author | Nurse, Matthew S | |
dc.contributor.author | de Mello, Victoria Oldemburgo | |
dc.contributor.author | Palacios-Galvez, M Soledad | |
dc.contributor.author | Palomäki, Jussi | |
dc.contributor.author | Pan, Yafeng | |
dc.contributor.author | Papp, Zsófia | |
dc.contributor.author | Pärnamets, Philip | |
dc.contributor.author | Paruzel-Czachura, Mariola | |
dc.contributor.author | Perander, Silva | |
dc.contributor.author | Pitman, Michael | |
dc.contributor.author | Raza, Ali | |
dc.contributor.author | Rêgo, Gabriel Gaudencio | |
dc.contributor.author | Robertson, Claire | |
dc.contributor.author | Rodríguez-Pascual, Iván | |
dc.contributor.author | Saikkonen, Teemu | |
dc.contributor.author | Salvador-Ginez, Octavio | |
dc.contributor.author | Sampaio, Waldir M | |
dc.contributor.author | Santi, Gaia Chiara | |
dc.contributor.author | Schultner, David | |
dc.contributor.author | Schutte, Enid | |
dc.contributor.author | Scott, Andy | |
dc.contributor.author | Skali, Ahmed | |
dc.contributor.author | Stefaniak, Anna | |
dc.contributor.author | Sternisko, Anni | |
dc.contributor.author | Strickland, Brent | |
dc.contributor.author | Strickland, Brent | |
dc.contributor.author | Thomas, Jeffrey P | |
dc.contributor.author | Tinghög, Gustav | |
dc.contributor.author | Traast, Iris J | |
dc.contributor.author | Tucciarelli, Raffaele | |
dc.contributor.author | Tyrala, Michael | |
dc.contributor.author | Ungson, Nick D | |
dc.contributor.author | Uysal, Mete Sefa | |
dc.contributor.author | Van Rooy, Dirk | |
dc.contributor.author | Västfjäll, Daniel | |
dc.contributor.author | Vieira, Joana B | |
dc.contributor.author | von Sikorski, Christian | |
dc.contributor.author | Walker, Alexander C | |
dc.contributor.author | Watermeyer, Jennifer | |
dc.contributor.author | Willardt, Robin | |
dc.contributor.author | Wohl, Michael J A | |
dc.contributor.author | Wójcik, Adrian Dominik | |
dc.contributor.author | Wu, Kaidi | |
dc.contributor.author | Yamada, Yuki | |
dc.contributor.author | Yilmaz, Onurcan | |
dc.contributor.author | Yogeeswaran, Kumar | |
dc.contributor.author | Ziemer, Carolin-Theresa | |
dc.contributor.author | Zwaan, Rolf A | |
dc.contributor.author | Boggio, Paulo Sergio | |
dc.contributor.author | Whillans, Ashley | |
dc.contributor.author | Van Lange, Paul A M | |
dc.contributor.author | Prasad, Rajib | |
dc.contributor.author | Onderco, Michal | |
dc.contributor.author | O'Madagain, Cathal | |
dc.contributor.author | Nesh-Nash, Tarik | |
dc.contributor.author | Laguna, Oscar Moreda | |
dc.contributor.author | Kutiyski, Yordan | |
dc.contributor.author | Kubin, Emily | |
dc.contributor.author | Gümren, Mert | |
dc.contributor.author | Fenwick, Ali | |
dc.contributor.author | Ertan, Arhan S | |
dc.contributor.author | Bernstein, Michael J | |
dc.contributor.author | Amara, Hanane | |
dc.contributor.author | Van Bavel, Jay Joseph | |
dc.date.accessioned | 2022-08-22T10:30:12Z | |
dc.date.available | 2022-08-22T10:30:12Z | |
dc.date.issued | 2022-07-31 | |
dc.identifier | 280796625 | |
dc.identifier | fee1485d-5991-40c3-890e-ae19955bbba7 | |
dc.identifier | 85137690279 | |
dc.identifier.citation | Pavlović , T , Azevedo , F , De , K , Riaño-Moreno , J C , Maglić , M , Gkinopoulos , T , Donnelly-Kehoe , P A , Payán-Gómez , C , Huang , G , Kantorowicz , J , Birtel , M D , Schönegger , P , Capraro , V , Santamaría-García , H , Yucel , M , Ibanez , A , Rathje , S , Wetter , E , Stanojević , D , van Prooijen , J-W , Hesse , E , Elbaek , C T , Franc , R , Pavlović , Z , Mitkidis , P , Cichocka , A , Gelfand , M , Alfano , M , Ross , R M , Sjåstad , H , Nezlek , J B , Cislak , A , Lockwood , P , Abts , K , Agadullina , E , Amodio , D M , Apps , M A J , Aruta , J J B , Besharati , S , Bor , A , Choma , B , Cunningham , W , Ejaz , W , Farmer , H , Findor , A , Gjoneska , B , Gualda , E , Huynh , T L D , Imran , M A , Israelashvili , J , Kantorowicz-Reznichenko , E , Krouwel , A , Kutiyski , Y , Laakasuo , M , Lamm , C , Levy , J , Leygue , C , Lin , M-J , Mansoor , M S , Marie , A , Mayiwar , L , Mazepus , H , McHugh , C , Olsson , A , Otterbring , T , Packer , D , Palomäki , J , Perry , A , Petersen , M B , Puthillam , A , Rothmund , T , Schmid , P C , Stadelmann , D , Stoica , A , Stoyanov , D , Stoyanova , K , Tewari , S , Todosijević , B , Torgler , B , Tsakiris , M , Tung , H H , Umbreș , R G , Vanags , E , Vlasceanu , M , Vonasch , A J , Zhang , Y , Abad , M , Adler , E , Mdarhri , H A , Antazo , B , Ay , F C , Ba , M E H , Barbosa , S , Bastian , B , Berg , A , Białek , M , Bilancini , E , Bogatyreva , N , Boncinelli , L , Booth , J E , Borau , S , Buchel , O , de 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 , Davis , V H , Minda , J P , Dayley , P N , Delouvée , S , Denkovski , O , Dezecache , G , Dhaliwal , N A , Diato , A , Paolo , R D , Dulleck , U , Ekmanis , J , Etienne , T W , Farhana , H H , Farkhari , F , Fidanovski , K , Flew , T , Fraser , S , Frempong , R B , Fugelsang , J , Gale , J , García-Navarro , E B , Garladinne , P , Gray , K , Griffin , S M , Gronfeldt , B , Gruber , J , Halperin , E , Herzon , V , Hruška , M , Hudecek , M F C , 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 , J P , Nurse , M S , de Mello , V O , Palacios-Galvez , M S , Palomäki , J , Pan , Y , Papp , Z , Pärnamets , P , Paruzel-Czachura , M , Perander , S , Pitman , M , Raza , A , Rêgo , G G , Robertson , C , Rodríguez-Pascual , I , Saikkonen , T , Salvador-Ginez , O , Sampaio , W M , Santi , G C , Schultner , D , Schutte , E , Scott , A , Skali , A , Stefaniak , A , Sternisko , A , Strickland , B , Strickland , B , Thomas , J P , Tinghög , G , Traast , I J , Tucciarelli , R , Tyrala , M , Ungson , N D , Uysal , M S , Van Rooy , D , Västfjäll , D , Vieira , J B , von Sikorski , C , Walker , A C , Watermeyer , J , 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 , Whillans , A , Van Lange , P A M , Prasad , R , Onderco , M , O'Madagain , C , Nesh-Nash , T , Laguna , O M , Kutiyski , Y , Kubin , E , Gümren , M , Fenwick , A , Ertan , A S , Bernstein , M J , Amara , H & Van Bavel , J J 2022 , ' Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning ' , PNAS Nexus , vol. 1 , no. 3 , pgac093 . https://doi.org/10.1093/pnasnexus/pgac093 | en |
dc.identifier.issn | 2752-6542 | |
dc.identifier.other | Jisc: 445682 | |
dc.identifier.other | ORCID: /0000-0001-9930-487X/work/117211371 | |
dc.identifier.uri | https://hdl.handle.net/10023/25868 | |
dc.description.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 multi-national 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 was found for morality as cooperation, symbolized moral identity, self-control, open-mindedness, collective narcissism, while the inverse relationship was evident for the endorsement of conspiracy theories. However, we also found a non-negligible 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. | |
dc.format.extent | 15 | |
dc.format.extent | 8623763 | |
dc.language.iso | eng | |
dc.relation.ispartof | PNAS Nexus | en |
dc.subject | COVID-19 | en |
dc.subject | Social distancing | en |
dc.subject | Hygiene | en |
dc.subject | Policy support | en |
dc.subject | Psychology | en |
dc.subject | Machine learning | en |
dc.subject | Public health measures | en |
dc.subject | RA0421 Public health. Hygiene. Preventive Medicine | en |
dc.subject | J Political Science | en |
dc.subject | DAS | en |
dc.subject | SDG 3 - Good Health and Well-being | en |
dc.subject | MCC | en |
dc.subject.lcc | RA0421 | en |
dc.subject.lcc | J | en |
dc.title | Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning | en |
dc.type | Journal article | en |
dc.contributor.institution | University of St Andrews. Philosophy | en |
dc.contributor.institution | University of St Andrews. School of Psychology and Neuroscience | en |
dc.identifier.doi | 10.1093/pnasnexus/pgac093 | |
dc.description.status | Peer reviewed | en |
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