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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

Rebecca WaldNetherlands Youth Institute
Theo AraujoUniversity of Amsterdam
Johanna M. F. van OostenUniversity of Amsterdam
Jessica Taylor PiotrowskiUniversity of Amsterdam
New Media & Society·February 5, 2026
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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.

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