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Synapse
February 8, 2026New Media & Society0 citationsOpen Access

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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RWRebecca WaldTATheo AraujoJOJohanna M. F. van Oosten

Key Points

  • This research aims to analyze news coverage of virtual assistants to understand public perception and its evolution over time.
  • Examined Dutch news articles from 2011 to 2022
  • Utilized Topic Model Networks to analyze themes in news coverage
  • Identified trends and shifts in discourse over the years
  • News coverage of virtual assistants peaked in 2019
  • Discourse transitioned from a focus on personal impact to societal relevance
  • Decline in news attention noted in subsequent years until 2022

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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Cite This Study

Wald et al. (2026) studied this question.

synapsesocial.com/papers/698827b40fc35cd7a8846989https://doi.org/10.1177/14614448251413694
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Research Trends in Virtual Assistants2025
  2. 2Understanding Virtual Assistants: A Systematic Review2026
  3. 3A Study on the Changes in Social Perception of AI Care Robots through News Big Data2026
  4. 4Comparative Study for Virtual Personal Assistants (VPA) and State-of-the-Art Speech Recognition Technology2024 · 8 citations
  5. 5From Siri to Bixby: navigating the landscape of virtual voice assistants and their role in learning – a hybrid review2026