Where exactly between utopia and dystopia? A framing analysis of AI and automation in US newspapers

Bibliographic Data

ID7478474
AuthorsHannes Cools (0000-0002-4626-1527, Institute for Media Studies (IMS), University of Leuven, Leuven, Belgium, corresponding author), B Van Gorp (0000-0003-2937-0665, Institute for Media Studies, Katholieke Universiteit Leuven, Leuven, Belgium), Michael Opgenhaffen (0000-0003-1729-3578, Institute for Media Studies, KU Leuven, Leuven, Belgium)
Year2022
Volume25
Issue1
Pages3-21
Publication date2022-08-19
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueJournalism (JOURNAL)
Journal identifiersISSN: 1464-8849 • E-ISSN: 1741-3001
PublisherSAGE Publishing (PUBLISHER • US)
DOI10.1177/14648849221122647
OpenAlexW4294308846
LanguageEN
Citations received39
References cited16

Over the last 60 years, media outlets have been covering emerging technologies like artificial intelligence (AI) and automation. This countrylevel study wants to give a nuanced overview of how these technologies were covered in US newspapers. First, a Latent Dirichlet allocation (LDA) topic modeling was conducted on articles on AI and automation in The New York Times and The Washington Post between 1985 and 2020. Second, an inductive manual framing analysis was conducted to distinguish the frames that both newspapers applied over time. Results from the topic modeling show that articles on AI and automation are most prominent within ‘Work’, ‘Art’, and ‘Education’. Concerning the manual framing analysis, the coverage has been more optimistic than pessimistic over time. However, when dystopian frames are considered, the results show that there has been more attention in the corpus on the impact of AI and automation on ethical conundrums involved with these technologies

Automation · Data science · Dystopia · Framing (construction · Latent Dirichlet allocation · Media studies · Newspaper · Sociology · Topic model · Climate Change Communication and Perception · Computational and Text Analysis Methods · Computer Science · Engineering · Misinformation and Its Impacts · Artificial Intelligence

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