What does the news say about Siri, Alexa, and co.? A topic model network analysis of Dutch news messages about virtual assistants between 2011 and 2022

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Authors: Rebecca Wald, Theo Araujo, Johanna M. F. van Oosten, Jessica Taylor Piotrowski
Cited by: 1
References: 36

Abstract

News media can shape public perceptions of technology and meaningfully inform research on technology adoption. Yet, little is known about the news representations of a currently emerging technology: Virtual Assistants (VAs). By examining the Dutch news coverage (2011–2022; N = 2059) using the Analysis of Topic Model Networks, this study found that (1) news attention peaked in 2019 with a decline in the years thereafter (until 2022) and (2) discourse shifted from personal impact frames (niche interest) to societal impact frames (broader relevance). Findings inform media effect studies on VA adoption by illustrating what people might be learning about VAs.

Fields of Study & Subjects

Digital Marketing and Social Media Computational and Text Analysis Methods Social Media and Politics

Publication details

Journal / source
New Media & Society
Publisher
SAGE Publications
Publication date
5 February 2026
Language
EN