Skip to main content
Home
Snurblog — Axel Bruns

Main navigation

  • Home
  • Information
  • Blog
  • Research
  • Publications
  • Presentations
  • Press
  • Creative
  • Search Site

Economic and Cultural Ideological Distributions in News Outlets

Snurb — Monday 8 June 2026 00:27
Politics | Polarisation | Journalism | Industrial Journalism | 'Big Data' | ICA 2026 | Liveblog |

The next speaker in this session at the 2026 International Communication Association conference in Cape Town is Lucas Paulo da Silva, who reminds us that media outlets tend to chase large audiences. But can they do this across two ideological dimensions: economic and cultural? This might include left conservatives or right progressives, for instance.

Politically invested media actors tend to have very strongly correlated positions across issues, and so do party systems; if outlets are responsible to both economic and cultural dimensions, then this might make them less correlated over time, and this might also happen dynamically in response to exogenous developments.

This project extracted English-language news articles between 2016 and 2024 from the vast Common Crawl data repository, covering some 8,800 outlets; it used various LLMs to classify them to determine whether they cover economic, cultural, or other issues, and then assessed their ideological leaning. From this, it produced outlet-level datasets with economic and cultural scores.

This can be examined over time, and shows considerable impact from major events in the English-speaking world; in most major countries covered by the data, cultural and economic positioning appears to be correlated. This correlation is increasing: cross-positional mixes are less represented in the data over time.

This is a concern for audiences: they are now likely to have to engage with outlets which do not represent their views on specific dimensions, which may lead them too to change their positioning, and thereby to become more polarised.

  • 1 view
INFORMATION
BLOG
RESEARCH
PUBLICATIONS
PRESENTATIONS
PRESS
CREATIVE

Recent Work

Presentations and Talks

Revisiting ‘the’ Public Sphere and Its Algorithmically Shaped Publics (ZeMKI ComAI 2026)

» more

Books, Papers, Articles

Untangling the Furball: A Practice Mapping Approach to the Analysis of Multimodal Interactions in Social Networks (Social Media + Society)

» more

Opinion and Press

Inside the Moral Panic at Australia's 'First of Its Kind' Summit about Kids on Social Media (Crikey)

» more

Creative Work

Brightest before Dawn (CD, 2011)

» more

Lecture Series


Gatewatching and News Curation: The Lecture Series

Bluesky profile

Mastodon profile

Queensland University of Technology (QUT) profile

Google Scholar profile

Mixcloud profile

[Creative Commons Attribution-NonCommercial-ShareAlike 4.0 Licence]

Except where otherwise noted, this work is licensed under a Creative Commons BY-NC-SA 4.0 Licence.