Digital news media as a social resilience proxy: A computational political economy perspective

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dc.authoridBili?, Paško/0000-0001-5174-7073|Furman, Ivo/0000-0002-7538-2694|Duki?, David/0000-0003-2219-5294
dc.authorwosidBili?, Paško/X-2496-2019
dc.authorwosidFurman, Ivo/AAU-4076-2021
dc.authorwosidDuki?, David/HLX-1645-2023
dc.contributor.authorBilic, Pasko
dc.contributor.authorDukic, David
dc.contributor.authorArambasic, Lucija
dc.contributor.authorGjurkovic, Matej
dc.contributor.authorSnajder, Jan
dc.contributor.authorFurman, Ivo
dc.date.accessioned2024-07-18T20:48:57Z
dc.date.available2024-07-18T20:48:57Z
dc.date.issued2023
dc.departmentİstanbul Bilgi Üniversitesien_US
dc.description.abstractThis article investigates how the COVID-19 pandemic was framed in public, private and non-profit media production. It conceptualises digital news as an indicator of social resilience and the interaction between social and biological/natural systems. We analysed news articles published in 2020/2021 on 21 Croatian websites using natural language processing. We collected 985,850 articles and manually coded samples to train different classifiers. The first classifier was developed to determine which articles relate to COVID-19. The second classifier was used for articles' topic classification; the third classifier was used to classify articles into resilience classes. A limited discussion of transformative (long-term) resilience, especially in private media, contributed to the most significant content share. The debate focused on keeping the status quo through coping or returning to pre-pandemic conditions through adaptive mechanisms. The news media contributed to how public issues were framed and how science and scientific research were discussed.en_US
dc.description.sponsorshipCroatian Science Foundation (HRZZ) research project The Social Resilience of Croatian Society in the Midst and Aftermath of the COVID-19 Pandemic [IP-CORONA-2020-04]en_US
dc.description.sponsorshipThe author(s) disclosed receipt of the following financial support for the research, authorship and/or publication of this article: This research was funded by the Croatian Science Foundation (HRZZ) research project The Social Resilience of Croatian Society in the Midst and Aftermath of the COVID-19 Pandemic (IP-CORONA-2020-04).en_US
dc.identifier.doi10.1177/14614448231214149
dc.identifier.issn1461-4448
dc.identifier.issn1461-7315
dc.identifier.scopus2-s2.0-85178207844en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.urihttps://doi.org/10.1177/14614448231214149
dc.identifier.urihttps://hdl.handle.net/11411/8021
dc.identifier.wosWOS:001111102200001en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSage Publications Ltden_US
dc.relation.ispartofNew Media & Societyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectComputational Methodsen_US
dc.subjectCovıd-19en_US
dc.subjectDigital Newsen_US
dc.subjectNatural Language Processingen_US
dc.subjectPlatform Economyen_US
dc.subjectPolitical Economy Of Communicationen_US
dc.subjectPublic Sphereen_US
dc.subjectSocial Resilienceen_US
dc.subjectPost-Democracyen_US
dc.subjectPublic Sphereen_US
dc.subjectPlatformen_US
dc.subjectCapitalismen_US
dc.subjectViroceneen_US
dc.subjectEpochen_US
dc.titleDigital news media as a social resilience proxy: A computational political economy perspective
dc.typeArticle

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