Evidence of Demographic rather than Ideological Segregation in News Discussion on Reddit

02/15/2023
by   Corrado Monti, et al.
0

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

READ FULL TEXT

page 1

page 2

page 3

page 4

research
03/30/2018

Characterizing Interconnections and Linguistic Patterns in Twitter

Social media is considered a democratic space in which people connect an...
research
12/10/2020

A Framework for Generating Annotated Social Media Corpora with Demographics, Stance, Civility, and Topicality

In this paper we introduce a framework for annotating a social media tex...
research
03/30/2023

Whose Opinions Do Language Models Reflect?

Language models (LMs) are increasingly being used in open-ended contexts...
research
08/05/2021

Fairness Properties of Face Recognition and Obfuscation Systems

The proliferation of automated facial recognition in various commercial ...
research
06/01/2023

Being Right for Whose Right Reasons?

Explainability methods are used to benchmark the extent to which model p...
research
08/29/2022

Evolving Label Usage within Generation Z when Self-Describing Sexual Orientation

Evaluating change in ranked term importance in a growing corpus is a pow...

Please sign up or login with your details

Forgot password? Click here to reset