PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
February 8, 2026New Media & Society1 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

View Full Paper
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.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Wald et al. (2026) studied this question.

synapsesocial.com/papers/698827b40fc35cd7a8846989https://doi.org/10.1177/14614448251413694
Ask AI
Helpful
Bookmark
Share
View Full Paper

Also Consider

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

  1. 1The growing partisan politicization of non-political online spaces: A mixed-method analysis of news app reviews on Google Play between 2009 and 20222024 · 13 citations
  2. 2Coverage of emerging technologies: A comparison between print and online media2012 · 132 citations
  3. 3Alexa, Siri, Cortana, and More: An Introduction to Voice Assistants2018 · 974 citations
  4. 4Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology2018 · 842 citations
  5. 5Is the Next Winter Coming for AI? Elements of Making Secure and Robust AI2022 · 4 citations