R.I.P.
๐ป
Ghosted
Evidence of Demographic rather than Ideological Segregation in News Discussion on Reddit
February 15, 2023 ยท Entered Twilight ยท ๐ The Web Conference
Repo contents: .gitignore, README.md, data, environment.yml, notebook, paper, src
Authors
Corrado Monti, Jacopo D'Ignazi, Michele Starnini, Gianmarco De Francisci Morales
arXiv ID
2302.07598
Category
cs.CY: Computers & Society
Cross-listed
cs.SI,
physics.soc-ph
Citations
20
Venue
The Web Conference
Repository
https://github.com/corradomonti/demographic-homophily
โญ 7
Last Checked
1 month ago
Abstract
We evaluate homophily and heterophily among ideological and demographic groups in a typical opinion formation context: online discussions of current news. We analyze user interactions across five years in the r/news community on Reddit, one of the most visited websites in the United States. Then, we estimate demographic and ideological attributes of these users. Thanks to a comparison with a carefully-crafted network null model, we establish which pairs of attributes foster interactions and which ones inhibit them. Individuals prefer to engage with the opposite ideological side, which contradicts the echo chamber narrative. Instead, demographic groups are homophilic, as individuals tend to interact within their own group - even in an online setting where such attributes are not directly observable. In particular, we observe age and income segregation consistently across years: users tend to avoid interactions when belonging to different groups. These results persist after controlling for the degree of interest by each demographic group in different news topics. Our findings align with the theory that affective polarization - the difficulty in socializing across political boundaries-is more connected with an increasingly divided society, rather than ideological echo chambers on social media. We publicly release our anonymized data set and all the code to reproduce our results: https://github.com/corradomonti/demographic-homophily
Community Contributions
Found the code? Know the venue? Think something is wrong? Let us know!
๐ Similar Papers
In the same crypt โ Computers & Society
R.I.P.
๐ป
Ghosted
Artificial Intelligence: the global landscape of ethics guidelines
R.I.P.
๐ป
Ghosted
The role of artificial intelligence in achieving the Sustainable Development Goals
R.I.P.
๐ป
Ghosted
Green AI
R.I.P.
๐ป
Ghosted
Principles alone cannot guarantee ethical AI
R.I.P.
๐ป
Ghosted