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

  1. TitlePredicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning
    Author Pavlovič Tomislav Buchel Ondrej 1986- SAVSOCIO - Sociologický ústav SAV    SCOPUS    RID    ORCID

    Co-authors Azevedo Flavio De Koustav Riaňo-Moreno Julián Maglič Marina
    Source document PNAS Nexus. Vol. 1, no. 3 (2022), pgac093
    Languageeng - English
    CountryGB - Great Britian
    URLURL link
    Document kindrozpis článkov z periodík (rbx)
    CitationsMOURALI, Mehdi - BENHAM, Jamie L. - LANG, Raynell - FULLERTON, Madison M. - BOUCHER, Jean-Christophe - CORNELSON, Kirsten - OXOBY, Robert J. - CONSTANTINESCU, Cora - TANG, Theresa - MARSHALL, Deborah A. - HU, Jia. Persuasive Messages for Improving Adherence to COVID-19 Prevention Behaviors: Randomized Online Experiment. In JMIR HUMAN FACTORS, 2023, vol. 10, no., pp. ISSN 2292-9495. Dostupné na: https://doi.org/10.2196/41328.
    EVANS, N.D. - FETTERMAN, A.K. Seeing COVID-19 is believing: Direct and indirect experiences with COVID-19 predict health behaviors through conspiracy beliefs and risk perception. In JOURNAL OF APPLIED SOCIAL PSYCHOLOGY. ISSN 0021-9029, NOV 2023, vol. 53, no. 11, p. 1122-1136. Dostupné na: https://doi.org/10.1111/jasp.13002.
    EBER, N. - ROGER, P. - ROGER, T. Finance and intelligence: An overview of the literature. In JOURNAL OF ECONOMIC SURVEYS. ISSN 0950-0804, 2023 AUG 12 2023. Dostupné na: https://doi.org/10.1111/joes.12583.
    ALVAREZ-GALVEZ, Javier - ANASTASIOU, Andreas - LAMNISOS, Demetris - CONSTANTINOU, Marios - NICOLAOU, Christiana - PAPACOSTAS, Savvas - VASILIOU, Vasilis S. - MCHUGH, Louise - LUBENKO, Jelena - RUIZ, Francisco J. - PAEZ-BLARRINA, Marisa - MONTESINOS, Francisco - VALDIVIA-SALAS, Sonsoles - MERWIN, Rhonda M. - KAREKLA, Maria - GLOSTER, Andrew T. - KASSIANOS, Angelos P. The impact of government actions and risk perception on the promotion of self-protective behaviors during the COVID-19 pandemic. In PLOS ONE, 2023, vol. 18, no. 4, pp. ISSN 1932-6203. Dostupné na: https://doi.org/10.1371/journal.pone.0284433.
    RIGO, Paola - MISCIOSCIA, Marina - SPAGGIARI, Silvia - DI RISO, Daniela. Do Italian people still wear masks? Analysis of personality and dispositional correlates of facemask use in post Covid-19 scenario. In SCIENTIFIC REPORTS, 2023, vol. 13, no. 1, pp. ISSN 2045-2322. Dostupné na: https://doi.org/10.1038/s41598-023-43588-8.
    ZHER-WEN - ZHEN, Shanshan - YU, Rongjun. Moral characteristics predicting COVID-19 vaccination. In JOURNAL OF PERSONALITY, 2024, vol. 92, no. 3, pp. 820-836. ISSN 0022-3506. Dostupné na: https://doi.org/10.1111/jopy.12892.
    HARJANI, Trisha - HE, Hongwei - CHAO, Melody Manchi. The Moral Foundations of Vaccine Passports. In JOURNAL OF BUSINESS ETHICS, 2024, vol. 190, no. 1, pp. 93-121. ISSN 0167-4544. Dostupné na: https://doi.org/10.1007/s10551-023-05427-8.
    SARATHCHANDRA, Dilshani - JOHNSON-LEUNG, Jennifer. How Political Ideology and Media Shaped Vaccination Intention in the Early Stages of the COVID-19 Pandemic in the United States. In COVID, 2024, vol. 4, no. 5, pp. 658-671. Dostupné na: https://doi.org/10.3390/covid4050045.
    MUNYEKU-BAZITAMA, Yannick - OKITALE-TALUNDA, Patient - NSIO-MBETA, Justus - MPINGABO-ILUNGA, Patrick - TSHIMINYI-MUNKAMBA, Paul - UMBA-PHUATI, Aime - KIMFUTA, Jacques - ANGO-PHUKUTA, Ferdinand - MAKINDU, Goethe - MUFWAYA-NSENE, Raymond - ASARI, Ryoko - MAKIMOTO, Saeda - AHUKA-MUNDEKE, Steve - ISONO, Mitsuo - MAKIALA-MANDANDA, Sheila - MUYEMBE-TAMFUM, Jean-Jacques. Knowledge, attitudes, practices, and perception of COVID-19 preventive measures among adult residents of Matadi (Democratic Republic of the Congo) after the third epidemic wave. In FRONTIERS IN PUBLIC HEALTH, 2024, vol. 12, no., pp. Dostupné na: https://doi.org/10.3389/fpubh.2024.1363717.
    ZIMMERMAN, Federico - PEDRAZA, Lucia - NAVAJAS, Joaquin - BALENZUELA, Pablo. Attraction by pairwise coherence explains the emergence of ideological sorting. In PNAS NEXUS, 2024, vol. 3, no. 7, pp. Dostupné na: https://doi.org/10.1093/pnasnexus/pgae263.
    CategoryADEB - Scientific papers in other foreign journals not registered in Current Contents Connect without IF (non-impacted)
    Category of document (from 2022)V3 - Vedecký výstup publikačnej činnosti z časopisu
    Type of documentčlánok
    Year2022
    DOI 10.1093/pnasnexus/pgac093
    article

    article

    File nameAccessSizeDownloadedTypeLicense
    Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning.pdfNeprístupný/archív8.6 MB2Publisher's version
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    rok vydaniarok metrikyIFIF Q (best)SJRSJR Q (best)
    2022
Number of the records: 1  

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